')) norbert = User.objects.get(username='norbert') User.objects.get_or_create(username='stefan', password=make_password('<PASSWORD>')) stefan = User.objects.get(username='stefan')\",\n \"from device', file_name='get_configuration.py', created_by_id=1) print('---- Creating Tasks ----') models.Task.objects.create(name='Get Hello\",\n \"User.objects.get_or_create(username='stefan', password=make_password('<PASSWORD>')) stefan = User.objects.get(username='stefan') superuser = Group.objects.get(name='superuser') superuser.user_set.add(thomas) netadmin\",\n \"make_password from django.contrib.auth.models import User, Group from django.core.management.base import BaseCommand\",\n \"models.Task.objects.create(name='Get Hello World', created_by_id=1, template_id=1, inventory_id=1) models.Task.objects.create(name='Get CDP neighbors of\",\n \"all CDP neighbors', file_name='get_cdp_neighbors.py', created_by_id=1) models.JobTemplate.objects.create(name='Get Interfaces', description='Gets brief information\",\n \"description='Pings a chosen network device and reports if reachable', file_name='ping.py',\",\n \"User, Group from django.core.management.base import BaseCommand from api import models\",\n \"with example data for tests' def handle(self, *args, **options): print('----\",\n \"file_name='get_cdp_neighbors.py', created_by_id=1) models.JobTemplate.objects.create(name='Get Interfaces', description='Gets brief information about all interfaces,\",\n \"print('---- Creating Job Templates ----') models.JobTemplate.objects.create(name='hello_world', description='This prints a hello\",\n \"support = Group.objects.get(name='support') support.user_set.add(stefan) print('---- Creating Inventory ----') models.Inventory.objects.create(name='Example', hosts_file='web_nornir/nornir_config/example_config/hosts.yaml',\",\n \"stefan = User.objects.get(username='stefan') superuser = Group.objects.get(name='superuser') superuser.user_set.add(thomas) netadmin = Group.objects.get(name='netadmin')\",\n \"Inventory ----') models.Inventory.objects.create(name='Example', hosts_file='web_nornir/nornir_config/example_config/hosts.yaml', groups_file='web_nornir/nornir_config/example_config/groups.yaml', type=1) models.Inventory.objects.create(name='INS Lab', hosts_file='web_nornir/nornir_config/inslab_config/hosts.yaml', groups_file='web_nornir/nornir_config/inslab_config/groups.yaml',\",\n \"netadmin.user_set.add(norbert) support = Group.objects.get(name='support') support.user_set.add(stefan) print('---- Creating Inventory ----') models.Inventory.objects.create(name='Example',\",\n \"thomas = User.objects.get(username='thomastest') User.objects.get_or_create(username='norbert', password=make_password('<PASSWORD>')) norbert = User.objects.get(username='norbert') User.objects.get_or_create(username='stefan', password=make_password('<PASSWORD>'))\",\n \"Tasks ----') models.Task.objects.create(name='Get Hello World', created_by_id=1, template_id=1, inventory_id=1) models.Task.objects.create(name='Get CDP\",\n \"api import models class Command(BaseCommand): help = 'Setup DB with\",\n \"Job Templates ----') models.JobTemplate.objects.create(name='hello_world', description='This prints a hello world', file_name='hello_world.py',\"\n]","isConversational":false}}},{"rowIdx":1687,"cells":{"ngram":{"kind":"list like","value":["distro def get_distro_info(root_dir): # We point _UNIXCONFDIR to root_dir old_value","LinuxDistribution distro information is done in a lazy way. #","before we restore the old value of _UNIXCONFDIR. _ =","the old value of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR =","root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj =","of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR = old_value return obj","'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing of","get_distro_info(root_dir): # We point _UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR","happen before we restore the old value of _UNIXCONFDIR. _","in a lazy way. # This will force the parsing","from __future__ import absolute_import, unicode_literals import os import distro def","import distro def get_distro_info(root_dir): # We point _UNIXCONFDIR to root_dir","= distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False)","parsing of LinuxDistribution distro information is done in a lazy","= distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing of LinuxDistribution distro","to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj","a lazy way. # This will force the parsing to","restore the old value of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR","of LinuxDistribution distro information is done in a lazy way.","absolute_import, unicode_literals import os import distro def get_distro_info(root_dir): # We","to happen before we restore the old value of _UNIXCONFDIR.","way. # This will force the parsing to happen before","_UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc')","import os import distro def get_distro_info(root_dir): # We point _UNIXCONFDIR","os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing","import absolute_import, unicode_literals import os import distro def get_distro_info(root_dir): #","# We point _UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR","NOTE: The parsing of LinuxDistribution distro information is done in","force the parsing to happen before we restore the old","distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) #","parsing to happen before we restore the old value of","obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing of LinuxDistribution","os import distro def get_distro_info(root_dir): # We point _UNIXCONFDIR to","The parsing of LinuxDistribution distro information is done in a","the parsing to happen before we restore the old value","include_uname=False) # NOTE: The parsing of LinuxDistribution distro information is","distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE:","def get_distro_info(root_dir): # We point _UNIXCONFDIR to root_dir old_value =","# NOTE: The parsing of LinuxDistribution distro information is done","will force the parsing to happen before we restore the","point _UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir,","# This will force the parsing to happen before we","we restore the old value of _UNIXCONFDIR. _ = obj.info()","= os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The","unicode_literals import os import distro def get_distro_info(root_dir): # We point","lazy way. # This will force the parsing to happen","This will force the parsing to happen before we restore","distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing of LinuxDistribution distro information","information is done in a lazy way. # This will","old value of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR = old_value","is done in a lazy way. # This will force","We point _UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR =","done in a lazy way. # This will force the","distro information is done in a lazy way. # This","value of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR = old_value return","old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False,","__future__ import absolute_import, unicode_literals import os import distro def get_distro_info(root_dir):"],"string":"[\n \"distro def get_distro_info(root_dir): # We point _UNIXCONFDIR to root_dir old_value\",\n \"LinuxDistribution distro information is done in a lazy way. #\",\n \"before we restore the old value of _UNIXCONFDIR. _ =\",\n \"the old value of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR =\",\n \"root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj =\",\n \"of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR = old_value return obj\",\n \"'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing of\",\n \"get_distro_info(root_dir): # We point _UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR\",\n \"happen before we restore the old value of _UNIXCONFDIR. _\",\n \"in a lazy way. # This will force the parsing\",\n \"from __future__ import absolute_import, unicode_literals import os import distro def\",\n \"import distro def get_distro_info(root_dir): # We point _UNIXCONFDIR to root_dir\",\n \"= distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False)\",\n \"parsing of LinuxDistribution distro information is done in a lazy\",\n \"= distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing of LinuxDistribution distro\",\n \"to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj\",\n \"a lazy way. # This will force the parsing to\",\n \"restore the old value of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR\",\n \"of LinuxDistribution distro information is done in a lazy way.\",\n \"absolute_import, unicode_literals import os import distro def get_distro_info(root_dir): # We\",\n \"to happen before we restore the old value of _UNIXCONFDIR.\",\n \"way. # This will force the parsing to happen before\",\n \"_UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc')\",\n \"import os import distro def get_distro_info(root_dir): # We point _UNIXCONFDIR\",\n \"os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing\",\n \"import absolute_import, unicode_literals import os import distro def get_distro_info(root_dir): #\",\n \"# We point _UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR\",\n \"NOTE: The parsing of LinuxDistribution distro information is done in\",\n \"force the parsing to happen before we restore the old\",\n \"distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) #\",\n \"parsing to happen before we restore the old value of\",\n \"obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing of LinuxDistribution\",\n \"os import distro def get_distro_info(root_dir): # We point _UNIXCONFDIR to\",\n \"The parsing of LinuxDistribution distro information is done in a\",\n \"the parsing to happen before we restore the old value\",\n \"include_uname=False) # NOTE: The parsing of LinuxDistribution distro information is\",\n \"distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE:\",\n \"def get_distro_info(root_dir): # We point _UNIXCONFDIR to root_dir old_value =\",\n \"# NOTE: The parsing of LinuxDistribution distro information is done\",\n \"will force the parsing to happen before we restore the\",\n \"point _UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir,\",\n \"# This will force the parsing to happen before we\",\n \"we restore the old value of _UNIXCONFDIR. _ = obj.info()\",\n \"= os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The\",\n \"unicode_literals import os import distro def get_distro_info(root_dir): # We point\",\n \"lazy way. # This will force the parsing to happen\",\n \"This will force the parsing to happen before we restore\",\n \"distro.LinuxDistribution(include_lsb=False, include_uname=False) # NOTE: The parsing of LinuxDistribution distro information\",\n \"information is done in a lazy way. # This will\",\n \"old value of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR = old_value\",\n \"is done in a lazy way. # This will force\",\n \"We point _UNIXCONFDIR to root_dir old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR =\",\n \"done in a lazy way. # This will force the\",\n \"distro information is done in a lazy way. # This\",\n \"value of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR = old_value return\",\n \"old_value = distro._UNIXCONFDIR distro._UNIXCONFDIR = os.path.join(root_dir, 'etc') obj = distro.LinuxDistribution(include_lsb=False,\",\n \"__future__ import absolute_import, unicode_literals import os import distro def get_distro_info(root_dir):\"\n]","isConversational":false}}},{"rowIdx":1688,"cells":{"ngram":{"kind":"list like","value":["2.0 (the \"License\"); # you may not use this file","\"action chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite work for","[] return self @property def json_wire_gestures(self) -> Dict[str, Union[List, str]]:","self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T: \"\"\"Perform the actions stored","self._driver = driver self._element = element self._touch_actions: List['TouchAction'] = []","*touch_actions: 'TouchAction') -> None: \"\"\"Add TouchAction objects to the MultiAction,","team implemented something like the Multi Action API in the","of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless","self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T: \"\"\"Perform","import TYPE_CHECKING, Dict, List, Optional, TypeVar, Union from appium.webdriver.mobilecommand import","next batch self._touch_actions = [] return self @property def json_wire_gestures(self)","instance \"\"\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and be ready","| a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance \"\"\"","more TouchAction objects describing a chain of actions to be","spec requires. import copy from typing import TYPE_CHECKING, Dict, List,","be ready for the next batch self._touch_actions = [] return","self.json_wire_gestures) # clean up and be ready for the next","limitations under the License. # The Selenium team implemented something","use this file except in compliance with the License. #","if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import WebDriver","-> None: self._driver = driver self._element = element self._touch_actions: List['TouchAction']","performed later. Args: touch_actions: one or more TouchAction objects describing","the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required","\"\"\"Perform the actions stored in the object. Usage: | a1","License. # You may obtain a copy of the License","the object. Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() |","str]]: actions = [] for action in self._touch_actions: actions.append(action.json_wire_gestures) if","under the License is distributed on an \"AS IS\" BASIS,","in the form of # \"action chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These","actions to be performed by one finger Usage: | a1","self._element is not None: return {'actions': actions, 'elementId': self._element.id} return","License for the specific language governing permissions and # limitations","chain of actions to be performed by one finger Usage:","Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import","# chaining as the spec requires. import copy from typing","in the object. Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release()","a2).perform() Returns: `MultiAction`: Self instance \"\"\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean","a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance \"\"\" for","= TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self","or more TouchAction objects describing a chain of actions to","-> None: \"\"\"Add TouchAction objects to the MultiAction, to be","performed by one finger Usage: | a1 = TouchAction(driver) |","License. # The Selenium team implemented something like the Multi","in compliance with the License. # You may obtain a","software # distributed under the License is distributed on an","implemented something like the Multi Action API in the form","of actions to be performed by one finger Usage: |","be performed later. Args: touch_actions: one or more TouchAction objects","self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and be ready for the","TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() |","to be performed by one finger Usage: | a1 =","requires. import copy from typing import TYPE_CHECKING, Dict, List, Optional,","TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance","ad hoc action # chaining as the spec requires. import","objects to the MultiAction, to be performed later. Args: touch_actions:","actions.append(action.json_wire_gestures) if self._element is not None: return {'actions': actions, 'elementId':","OF ANY KIND, either express or implied. # See the","WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.","\"\"\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and be ready for","ANY KIND, either express or implied. # See the License","See the License for the specific language governing permissions and","under the License. # The Selenium team implemented something like","the License. # You may obtain a copy of the","at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable","for the specific language governing permissions and # limitations under","to in writing, software # distributed under the License is","# See the License for the specific language governing permissions","language governing permissions and # limitations under the License. #","of # \"action chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite","or agreed to in writing, software # distributed under the","required by applicable law or agreed to in writing, software","be performed by one finger Usage: | a1 = TouchAction(driver)","# The Selenium team implemented something like the Multi Action","BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either","The Selenium team implemented something like the Multi Action API","json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions = [] for action","with the License. # You may obtain a copy of","def json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions = [] for","Dict[str, Union[List, str]]: actions = [] for action in self._touch_actions:","one or more TouchAction objects describing a chain of actions","the actions stored in the object. Usage: | a1 =","a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`:","compliance with the License. # You may obtain a copy","Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 =","agreed to in writing, software # distributed under the License","Dict, List, Optional, TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand as","distributed under the License is distributed on an \"AS IS\"","TouchAction objects describing a chain of actions to be performed","express or implied. # See the License for the specific","except in compliance with the License. # You may obtain","not allow for ad hoc action # chaining as the","do not quite work for this situation, and do not","(https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite work for this situation,","Licensed under the Apache License, Version 2.0 (the \"License\"); #","not use this file except in compliance with the License.","something like the Multi Action API in the form of","def perform(self: T) -> T: \"\"\"Perform the actions stored in","writing, software # distributed under the License is distributed on","T = TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self, driver: 'WebDriver',","None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T:","you may not use this file except in compliance with","# Licensed under the Apache License, Version 2.0 (the \"License\");","'TouchAction') -> None: \"\"\"Add TouchAction objects to the MultiAction, to","TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance","the License. # The Selenium team implemented something like the","up and be ready for the next batch self._touch_actions =","a2) Returns: `MultiAction`: Self instance \"\"\" for touch_action in touch_actions:","form of # \"action chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not","action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not None: return","stored in the object. Usage: | a1 = TouchAction(driver) |","CONDITIONS OF ANY KIND, either express or implied. # See","= [] return self @property def json_wire_gestures(self) -> Dict[str, Union[List,","is distributed on an \"AS IS\" BASIS, # WITHOUT WARRANTIES","driver self._element = element self._touch_actions: List['TouchAction'] = [] def add(self,","ready for the next batch self._touch_actions = [] return self","MultiAction: def __init__(self, driver: 'WebDriver', element: Optional['WebElement'] = None) ->","a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance \"\"\" self._driver.execute(Command.MULTI_ACTION,","touch_actions: if self._touch_actions is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def","= [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T: \"\"\"Perform the","Self instance \"\"\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and be","OR CONDITIONS OF ANY KIND, either express or implied. #","= driver self._element = element self._touch_actions: List['TouchAction'] = [] def","These do not quite work for this situation, and do","the License is distributed on an \"AS IS\" BASIS, #","is not None: return {'actions': actions, 'elementId': self._element.id} return {'actions':","MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance \"\"\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) #","Action API in the form of # \"action chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py).","TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self, driver: 'WebDriver', element: Optional['WebElement']","def add(self, *touch_actions: 'TouchAction') -> None: \"\"\"Add TouchAction objects to","import MobileCommand as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction","__init__(self, driver: 'WebDriver', element: Optional['WebElement'] = None) -> None: self._driver","a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`:","by one finger Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release()","`MultiAction`: Self instance \"\"\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and","and # limitations under the License. # The Selenium team","to be performed later. Args: touch_actions: one or more TouchAction","law or agreed to in writing, software # distributed under","Union from appium.webdriver.mobilecommand import MobileCommand as Command if TYPE_CHECKING: from","None: self._driver = driver self._element = element self._touch_actions: List['TouchAction'] =","Self instance \"\"\" for touch_action in touch_actions: if self._touch_actions is","Returns: `MultiAction`: Self instance \"\"\" for touch_action in touch_actions: if","copy from typing import TYPE_CHECKING, Dict, List, Optional, TypeVar, Union","self._touch_actions is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T)","[] def add(self, *touch_actions: 'TouchAction') -> None: \"\"\"Add TouchAction objects","not quite work for this situation, and do not allow","TYPE_CHECKING, Dict, List, Optional, TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand","TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import WebDriver from","# limitations under the License. # The Selenium team implemented","MultiAction, to be performed later. Args: touch_actions: one or more","is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) ->","may obtain a copy of the License at # #","-> Dict[str, Union[List, str]]: actions = [] for action in","self._element = element self._touch_actions: List['TouchAction'] = [] def add(self, *touch_actions:","IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,","batch self._touch_actions = [] return self @property def json_wire_gestures(self) ->","governing permissions and # limitations under the License. # The","may not use this file except in compliance with the","instance \"\"\" for touch_action in touch_actions: if self._touch_actions is None:","WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or","this file except in compliance with the License. # You","Multi Action API in the form of # \"action chains\"","-> T: \"\"\"Perform the actions stored in the object. Usage:","as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver","= [] for action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is","# # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law","# \"action chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite work","file except in compliance with the License. # You may","on an \"AS IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS","from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import WebElement T =","python # Licensed under the Apache License, Version 2.0 (the","to the MultiAction, to be performed later. Args: touch_actions: one","MobileCommand as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from","# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express","and be ready for the next batch self._touch_actions = []","self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not None: return {'actions': actions,","chaining as the spec requires. import copy from typing import","actions = [] for action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element","WebDriver from appium.webdriver.webelement import WebElement T = TypeVar('T', bound='MultiAction') class","#!/usr/bin/env python # Licensed under the Apache License, Version 2.0","from typing import TYPE_CHECKING, Dict, List, Optional, TypeVar, Union from","for action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not None:","http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed","| a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver)","allow for ad hoc action # chaining as the spec","appium.webdriver.webelement import WebElement T = TypeVar('T', bound='MultiAction') class MultiAction: def","work for this situation, and do not allow for ad","or implied. # See the License for the specific language","List['TouchAction'] = [] def add(self, *touch_actions: 'TouchAction') -> None: \"\"\"Add","from appium.webdriver.mobilecommand import MobileCommand as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action","in touch_actions: if self._touch_actions is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action))","KIND, either express or implied. # See the License for","specific language governing permissions and # limitations under the License.","[] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T: \"\"\"Perform the actions","License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by","\"\"\" for touch_action in touch_actions: if self._touch_actions is None: self._touch_actions","= element self._touch_actions: List['TouchAction'] = [] def add(self, *touch_actions: 'TouchAction')","hoc action # chaining as the spec requires. import copy","| MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance \"\"\" for touch_action","Optional['WebElement'] = None) -> None: self._driver = driver self._element =","(the \"License\"); # you may not use this file except","API in the form of # \"action chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). #","# you may not use this file except in compliance","for this situation, and do not allow for ad hoc","the form of # \"action chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do","| a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns:","the Multi Action API in the form of # \"action","# # Unless required by applicable law or agreed to","from appium.webdriver.webelement import WebElement T = TypeVar('T', bound='MultiAction') class MultiAction:","appium.webdriver.mobilecommand import MobileCommand as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import","self._touch_actions = [] return self @property def json_wire_gestures(self) -> Dict[str,","obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0","Version 2.0 (the \"License\"); # you may not use this","for ad hoc action # chaining as the spec requires.","[] for action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not","later. Args: touch_actions: one or more TouchAction objects describing a","permissions and # limitations under the License. # The Selenium","a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) |","implied. # See the License for the specific language governing","under the Apache License, Version 2.0 (the \"License\"); # you","\"\"\"Add TouchAction objects to the MultiAction, to be performed later.","`MultiAction`: Self instance \"\"\" for touch_action in touch_actions: if self._touch_actions","element: Optional['WebElement'] = None) -> None: self._driver = driver self._element","import WebElement T = TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self,","Args: touch_actions: one or more TouchAction objects describing a chain","by applicable law or agreed to in writing, software #","driver: 'WebDriver', element: Optional['WebElement'] = None) -> None: self._driver =","add(self, *touch_actions: 'TouchAction') -> None: \"\"\"Add TouchAction objects to the","TouchAction from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import WebElement T","and do not allow for ad hoc action # chaining","class MultiAction: def __init__(self, driver: 'WebDriver', element: Optional['WebElement'] = None)","import copy from typing import TYPE_CHECKING, Dict, List, Optional, TypeVar,","| a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1,","typing import TYPE_CHECKING, Dict, List, Optional, TypeVar, Union from appium.webdriver.mobilecommand","self @property def json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions =","action # chaining as the spec requires. import copy from","the spec requires. import copy from typing import TYPE_CHECKING, Dict,","actions stored in the object. Usage: | a1 = TouchAction(driver)","touch_action in touch_actions: if self._touch_actions is None: self._touch_actions = []","T: \"\"\"Perform the actions stored in the object. Usage: |","object. Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2","bound='MultiAction') class MultiAction: def __init__(self, driver: 'WebDriver', element: Optional['WebElement'] =","| a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns:","one finger Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() |","an \"AS IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF","import WebDriver from appium.webdriver.webelement import WebElement T = TypeVar('T', bound='MultiAction')","None) -> None: self._driver = driver self._element = element self._touch_actions:","Unless required by applicable law or agreed to in writing,","clean up and be ready for the next batch self._touch_actions","objects describing a chain of actions to be performed by","| MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance \"\"\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures)","TouchAction objects to the MultiAction, to be performed later. Args:","= [] def add(self, *touch_actions: 'TouchAction') -> None: \"\"\"Add TouchAction","the specific language governing permissions and # limitations under the","@property def json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions = []","applicable law or agreed to in writing, software # distributed","T) -> T: \"\"\"Perform the actions stored in the object.","TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand as Command if TYPE_CHECKING:","in writing, software # distributed under the License is distributed","Returns: `MultiAction`: Self instance \"\"\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up","not None: return {'actions': actions, 'elementId': self._element.id} return {'actions': actions}","self._touch_actions: List['TouchAction'] = [] def add(self, *touch_actions: 'TouchAction') -> None:","'WebDriver', element: Optional['WebElement'] = None) -> None: self._driver = driver","= TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self, driver: 'WebDriver', element:","import TouchAction from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import WebElement","appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import WebElement T = TypeVar('T',","Optional, TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand as Command if","License is distributed on an \"AS IS\" BASIS, # WITHOUT","License, Version 2.0 (the \"License\"); # you may not use","= TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self","a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform()","# You may obtain a copy of the License at","describing a chain of actions to be performed by one","copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # #","a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2)","WebElement T = TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self, driver:","as the spec requires. import copy from typing import TYPE_CHECKING,","a chain of actions to be performed by one finger","return self @property def json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions","the License for the specific language governing permissions and #","def __init__(self, driver: 'WebDriver', element: Optional['WebElement'] = None) -> None:","Apache License, Version 2.0 (the \"License\"); # you may not","the MultiAction, to be performed later. Args: touch_actions: one or","either express or implied. # See the License for the","Union[List, str]]: actions = [] for action in self._touch_actions: actions.append(action.json_wire_gestures)","situation, and do not allow for ad hoc action #","# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or","do not allow for ad hoc action # chaining as","like the Multi Action API in the form of #","List, Optional, TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand as Command","element self._touch_actions: List['TouchAction'] = [] def add(self, *touch_actions: 'TouchAction') ->","for touch_action in touch_actions: if self._touch_actions is None: self._touch_actions =","for the next batch self._touch_actions = [] return self @property","appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import","finger Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2","= None) -> None: self._driver = driver self._element = element","a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 #","the next batch self._touch_actions = [] return self @property def","| a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance \"\"\"","from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement","<reponame>salabogdan/python-client #!/usr/bin/env python # Licensed under the Apache License, Version","this situation, and do not allow for ad hoc action","\"License\"); # you may not use this file except in","# clean up and be ready for the next batch","touch_actions: one or more TouchAction objects describing a chain of","distributed on an \"AS IS\" BASIS, # WITHOUT WARRANTIES OR","# These do not quite work for this situation, and","# distributed under the License is distributed on an \"AS","# Unless required by applicable law or agreed to in","if self._element is not None: return {'actions': actions, 'elementId': self._element.id}","MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance \"\"\" for touch_action in","\"AS IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY","= TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release()","perform(self: T) -> T: \"\"\"Perform the actions stored in the","You may obtain a copy of the License at #","in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not None: return {'actions':","if self._touch_actions is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self:","None: \"\"\"Add TouchAction objects to the MultiAction, to be performed","chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite work for this","the Apache License, Version 2.0 (the \"License\"); # you may","Selenium team implemented something like the Multi Action API in","quite work for this situation, and do not allow for"],"string":"[\n \"2.0 (the \\\"License\\\"); # you may not use this file\",\n \"\\\"action chains\\\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite work for\",\n \"[] return self @property def json_wire_gestures(self) -> Dict[str, Union[List, str]]:\",\n \"self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T: \\\"\\\"\\\"Perform the actions stored\",\n \"self._driver = driver self._element = element self._touch_actions: List['TouchAction'] = []\",\n \"*touch_actions: 'TouchAction') -> None: \\\"\\\"\\\"Add TouchAction objects to the MultiAction,\",\n \"team implemented something like the Multi Action API in the\",\n \"of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless\",\n \"self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T: \\\"\\\"\\\"Perform\",\n \"import TYPE_CHECKING, Dict, List, Optional, TypeVar, Union from appium.webdriver.mobilecommand import\",\n \"next batch self._touch_actions = [] return self @property def json_wire_gestures(self)\",\n \"instance \\\"\\\"\\\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and be ready\",\n \"| a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance \\\"\\\"\\\"\",\n \"more TouchAction objects describing a chain of actions to be\",\n \"spec requires. import copy from typing import TYPE_CHECKING, Dict, List,\",\n \"be ready for the next batch self._touch_actions = [] return\",\n \"self.json_wire_gestures) # clean up and be ready for the next\",\n \"limitations under the License. # The Selenium team implemented something\",\n \"use this file except in compliance with the License. #\",\n \"if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import WebDriver\",\n \"-> None: self._driver = driver self._element = element self._touch_actions: List['TouchAction']\",\n \"performed later. Args: touch_actions: one or more TouchAction objects describing\",\n \"the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required\",\n \"\\\"\\\"\\\"Perform the actions stored in the object. Usage: | a1\",\n \"License. # You may obtain a copy of the License\",\n \"the object. Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() |\",\n \"str]]: actions = [] for action in self._touch_actions: actions.append(action.json_wire_gestures) if\",\n \"under the License is distributed on an \\\"AS IS\\\" BASIS,\",\n \"in the form of # \\\"action chains\\\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These\",\n \"actions to be performed by one finger Usage: | a1\",\n \"self._element is not None: return {'actions': actions, 'elementId': self._element.id} return\",\n \"License for the specific language governing permissions and # limitations\",\n \"chain of actions to be performed by one finger Usage:\",\n \"Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import\",\n \"# chaining as the spec requires. import copy from typing\",\n \"in the object. Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release()\",\n \"a2).perform() Returns: `MultiAction`: Self instance \\\"\\\"\\\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean\",\n \"a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance \\\"\\\"\\\" for\",\n \"= TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self\",\n \"or more TouchAction objects describing a chain of actions to\",\n \"-> None: \\\"\\\"\\\"Add TouchAction objects to the MultiAction, to be\",\n \"performed by one finger Usage: | a1 = TouchAction(driver) |\",\n \"License. # The Selenium team implemented something like the Multi\",\n \"in compliance with the License. # You may obtain a\",\n \"software # distributed under the License is distributed on an\",\n \"implemented something like the Multi Action API in the form\",\n \"of actions to be performed by one finger Usage: |\",\n \"be performed later. Args: touch_actions: one or more TouchAction objects\",\n \"self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and be ready for the\",\n \"TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() |\",\n \"to be performed by one finger Usage: | a1 =\",\n \"requires. import copy from typing import TYPE_CHECKING, Dict, List, Optional,\",\n \"TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance\",\n \"ad hoc action # chaining as the spec requires. import\",\n \"objects to the MultiAction, to be performed later. Args: touch_actions:\",\n \"actions.append(action.json_wire_gestures) if self._element is not None: return {'actions': actions, 'elementId':\",\n \"OF ANY KIND, either express or implied. # See the\",\n \"WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\",\n \"\\\"\\\"\\\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and be ready for\",\n \"ANY KIND, either express or implied. # See the License\",\n \"See the License for the specific language governing permissions and\",\n \"under the License. # The Selenium team implemented something like\",\n \"the License. # You may obtain a copy of the\",\n \"at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable\",\n \"for the specific language governing permissions and # limitations under\",\n \"to in writing, software # distributed under the License is\",\n \"# See the License for the specific language governing permissions\",\n \"language governing permissions and # limitations under the License. #\",\n \"of # \\\"action chains\\\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite\",\n \"or agreed to in writing, software # distributed under the\",\n \"required by applicable law or agreed to in writing, software\",\n \"be performed by one finger Usage: | a1 = TouchAction(driver)\",\n \"# The Selenium team implemented something like the Multi Action\",\n \"BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either\",\n \"The Selenium team implemented something like the Multi Action API\",\n \"json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions = [] for action\",\n \"with the License. # You may obtain a copy of\",\n \"def json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions = [] for\",\n \"Dict[str, Union[List, str]]: actions = [] for action in self._touch_actions:\",\n \"one or more TouchAction objects describing a chain of actions\",\n \"the actions stored in the object. Usage: | a1 =\",\n \"a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`:\",\n \"compliance with the License. # You may obtain a copy\",\n \"Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 =\",\n \"agreed to in writing, software # distributed under the License\",\n \"Dict, List, Optional, TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand as\",\n \"distributed under the License is distributed on an \\\"AS IS\\\"\",\n \"TouchAction objects describing a chain of actions to be performed\",\n \"express or implied. # See the License for the specific\",\n \"except in compliance with the License. # You may obtain\",\n \"not allow for ad hoc action # chaining as the\",\n \"do not quite work for this situation, and do not\",\n \"(https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite work for this situation,\",\n \"Licensed under the Apache License, Version 2.0 (the \\\"License\\\"); #\",\n \"not use this file except in compliance with the License.\",\n \"something like the Multi Action API in the form of\",\n \"def perform(self: T) -> T: \\\"\\\"\\\"Perform the actions stored in\",\n \"writing, software # distributed under the License is distributed on\",\n \"T = TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self, driver: 'WebDriver',\",\n \"None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T:\",\n \"you may not use this file except in compliance with\",\n \"# Licensed under the Apache License, Version 2.0 (the \\\"License\\\");\",\n \"'TouchAction') -> None: \\\"\\\"\\\"Add TouchAction objects to the MultiAction, to\",\n \"TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance\",\n \"the License. # The Selenium team implemented something like the\",\n \"up and be ready for the next batch self._touch_actions =\",\n \"a2) Returns: `MultiAction`: Self instance \\\"\\\"\\\" for touch_action in touch_actions:\",\n \"form of # \\\"action chains\\\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not\",\n \"action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not None: return\",\n \"stored in the object. Usage: | a1 = TouchAction(driver) |\",\n \"CONDITIONS OF ANY KIND, either express or implied. # See\",\n \"= [] return self @property def json_wire_gestures(self) -> Dict[str, Union[List,\",\n \"is distributed on an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES\",\n \"driver self._element = element self._touch_actions: List['TouchAction'] = [] def add(self,\",\n \"ready for the next batch self._touch_actions = [] return self\",\n \"MultiAction: def __init__(self, driver: 'WebDriver', element: Optional['WebElement'] = None) ->\",\n \"a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance \\\"\\\"\\\" self._driver.execute(Command.MULTI_ACTION,\",\n \"touch_actions: if self._touch_actions is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def\",\n \"= [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T: \\\"\\\"\\\"Perform the\",\n \"Self instance \\\"\\\"\\\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and be\",\n \"OR CONDITIONS OF ANY KIND, either express or implied. #\",\n \"= driver self._element = element self._touch_actions: List['TouchAction'] = [] def\",\n \"These do not quite work for this situation, and do\",\n \"the License is distributed on an \\\"AS IS\\\" BASIS, #\",\n \"is not None: return {'actions': actions, 'elementId': self._element.id} return {'actions':\",\n \"MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance \\\"\\\"\\\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) #\",\n \"Action API in the form of # \\\"action chains\\\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py).\",\n \"TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self, driver: 'WebDriver', element: Optional['WebElement']\",\n \"def add(self, *touch_actions: 'TouchAction') -> None: \\\"\\\"\\\"Add TouchAction objects to\",\n \"import MobileCommand as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction\",\n \"__init__(self, driver: 'WebDriver', element: Optional['WebElement'] = None) -> None: self._driver\",\n \"a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`:\",\n \"by one finger Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release()\",\n \"`MultiAction`: Self instance \\\"\\\"\\\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up and\",\n \"and # limitations under the License. # The Selenium team\",\n \"to be performed later. Args: touch_actions: one or more TouchAction\",\n \"law or agreed to in writing, software # distributed under\",\n \"Union from appium.webdriver.mobilecommand import MobileCommand as Command if TYPE_CHECKING: from\",\n \"None: self._driver = driver self._element = element self._touch_actions: List['TouchAction'] =\",\n \"Self instance \\\"\\\"\\\" for touch_action in touch_actions: if self._touch_actions is\",\n \"Returns: `MultiAction`: Self instance \\\"\\\"\\\" for touch_action in touch_actions: if\",\n \"copy from typing import TYPE_CHECKING, Dict, List, Optional, TypeVar, Union\",\n \"self._touch_actions is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T)\",\n \"[] def add(self, *touch_actions: 'TouchAction') -> None: \\\"\\\"\\\"Add TouchAction objects\",\n \"not quite work for this situation, and do not allow\",\n \"TYPE_CHECKING, Dict, List, Optional, TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand\",\n \"TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import WebDriver from\",\n \"# limitations under the License. # The Selenium team implemented\",\n \"MultiAction, to be performed later. Args: touch_actions: one or more\",\n \"is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) ->\",\n \"may obtain a copy of the License at # #\",\n \"-> Dict[str, Union[List, str]]: actions = [] for action in\",\n \"self._element = element self._touch_actions: List['TouchAction'] = [] def add(self, *touch_actions:\",\n \"IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,\",\n \"batch self._touch_actions = [] return self @property def json_wire_gestures(self) ->\",\n \"governing permissions and # limitations under the License. # The\",\n \"may not use this file except in compliance with the\",\n \"instance \\\"\\\"\\\" for touch_action in touch_actions: if self._touch_actions is None:\",\n \"WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or\",\n \"this file except in compliance with the License. # You\",\n \"Multi Action API in the form of # \\\"action chains\\\"\",\n \"-> T: \\\"\\\"\\\"Perform the actions stored in the object. Usage:\",\n \"as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver\",\n \"= [] for action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is\",\n \"# # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law\",\n \"# \\\"action chains\\\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite work\",\n \"file except in compliance with the License. # You may\",\n \"on an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS\",\n \"from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import WebElement T =\",\n \"python # Licensed under the Apache License, Version 2.0 (the\",\n \"to the MultiAction, to be performed later. Args: touch_actions: one\",\n \"MobileCommand as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import TouchAction from\",\n \"# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express\",\n \"and be ready for the next batch self._touch_actions = []\",\n \"self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not None: return {'actions': actions,\",\n \"chaining as the spec requires. import copy from typing import\",\n \"actions = [] for action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element\",\n \"WebDriver from appium.webdriver.webelement import WebElement T = TypeVar('T', bound='MultiAction') class\",\n \"#!/usr/bin/env python # Licensed under the Apache License, Version 2.0\",\n \"from typing import TYPE_CHECKING, Dict, List, Optional, TypeVar, Union from\",\n \"for action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not None:\",\n \"http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed\",\n \"| a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver)\",\n \"allow for ad hoc action # chaining as the spec\",\n \"appium.webdriver.webelement import WebElement T = TypeVar('T', bound='MultiAction') class MultiAction: def\",\n \"work for this situation, and do not allow for ad\",\n \"or implied. # See the License for the specific language\",\n \"List['TouchAction'] = [] def add(self, *touch_actions: 'TouchAction') -> None: \\\"\\\"\\\"Add\",\n \"from appium.webdriver.mobilecommand import MobileCommand as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action\",\n \"in touch_actions: if self._touch_actions is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action))\",\n \"KIND, either express or implied. # See the License for\",\n \"specific language governing permissions and # limitations under the License.\",\n \"[] self._touch_actions.append(copy.copy(touch_action)) def perform(self: T) -> T: \\\"\\\"\\\"Perform the actions\",\n \"License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by\",\n \"\\\"\\\"\\\" for touch_action in touch_actions: if self._touch_actions is None: self._touch_actions\",\n \"= element self._touch_actions: List['TouchAction'] = [] def add(self, *touch_actions: 'TouchAction')\",\n \"hoc action # chaining as the spec requires. import copy\",\n \"| MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance \\\"\\\"\\\" for touch_action\",\n \"Optional['WebElement'] = None) -> None: self._driver = driver self._element =\",\n \"(the \\\"License\\\"); # you may not use this file except\",\n \"API in the form of # \\\"action chains\\\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). #\",\n \"# you may not use this file except in compliance\",\n \"for this situation, and do not allow for ad hoc\",\n \"the form of # \\\"action chains\\\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do\",\n \"| a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns:\",\n \"the Multi Action API in the form of # \\\"action\",\n \"# # Unless required by applicable law or agreed to\",\n \"from appium.webdriver.webelement import WebElement T = TypeVar('T', bound='MultiAction') class MultiAction:\",\n \"appium.webdriver.mobilecommand import MobileCommand as Command if TYPE_CHECKING: from appium.webdriver.common.touch_action import\",\n \"self._touch_actions = [] return self @property def json_wire_gestures(self) -> Dict[str,\",\n \"obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0\",\n \"Version 2.0 (the \\\"License\\\"); # you may not use this\",\n \"for ad hoc action # chaining as the spec requires.\",\n \"[] for action in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not\",\n \"later. Args: touch_actions: one or more TouchAction objects describing a\",\n \"permissions and # limitations under the License. # The Selenium\",\n \"a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) |\",\n \"implied. # See the License for the specific language governing\",\n \"under the Apache License, Version 2.0 (the \\\"License\\\"); # you\",\n \"\\\"\\\"\\\"Add TouchAction objects to the MultiAction, to be performed later.\",\n \"`MultiAction`: Self instance \\\"\\\"\\\" for touch_action in touch_actions: if self._touch_actions\",\n \"element: Optional['WebElement'] = None) -> None: self._driver = driver self._element\",\n \"import WebElement T = TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self,\",\n \"Args: touch_actions: one or more TouchAction objects describing a chain\",\n \"by applicable law or agreed to in writing, software #\",\n \"driver: 'WebDriver', element: Optional['WebElement'] = None) -> None: self._driver =\",\n \"add(self, *touch_actions: 'TouchAction') -> None: \\\"\\\"\\\"Add TouchAction objects to the\",\n \"TouchAction from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import WebElement T\",\n \"and do not allow for ad hoc action # chaining\",\n \"class MultiAction: def __init__(self, driver: 'WebDriver', element: Optional['WebElement'] = None)\",\n \"import copy from typing import TYPE_CHECKING, Dict, List, Optional, TypeVar,\",\n \"| a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1,\",\n \"typing import TYPE_CHECKING, Dict, List, Optional, TypeVar, Union from appium.webdriver.mobilecommand\",\n \"self @property def json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions =\",\n \"action # chaining as the spec requires. import copy from\",\n \"the spec requires. import copy from typing import TYPE_CHECKING, Dict,\",\n \"actions stored in the object. Usage: | a1 = TouchAction(driver)\",\n \"touch_action in touch_actions: if self._touch_actions is None: self._touch_actions = []\",\n \"T: \\\"\\\"\\\"Perform the actions stored in the object. Usage: |\",\n \"object. Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2\",\n \"bound='MultiAction') class MultiAction: def __init__(self, driver: 'WebDriver', element: Optional['WebElement'] =\",\n \"| a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns:\",\n \"one finger Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() |\",\n \"an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF\",\n \"import WebDriver from appium.webdriver.webelement import WebElement T = TypeVar('T', bound='MultiAction')\",\n \"None) -> None: self._driver = driver self._element = element self._touch_actions:\",\n \"Unless required by applicable law or agreed to in writing,\",\n \"clean up and be ready for the next batch self._touch_actions\",\n \"objects describing a chain of actions to be performed by\",\n \"| MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance \\\"\\\"\\\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures)\",\n \"TouchAction objects to the MultiAction, to be performed later. Args:\",\n \"= [] def add(self, *touch_actions: 'TouchAction') -> None: \\\"\\\"\\\"Add TouchAction\",\n \"the specific language governing permissions and # limitations under the\",\n \"@property def json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions = []\",\n \"applicable law or agreed to in writing, software # distributed\",\n \"T) -> T: \\\"\\\"\\\"Perform the actions stored in the object.\",\n \"TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand as Command if TYPE_CHECKING:\",\n \"in writing, software # distributed under the License is distributed\",\n \"Returns: `MultiAction`: Self instance \\\"\\\"\\\" self._driver.execute(Command.MULTI_ACTION, self.json_wire_gestures) # clean up\",\n \"not None: return {'actions': actions, 'elementId': self._element.id} return {'actions': actions}\",\n \"self._touch_actions: List['TouchAction'] = [] def add(self, *touch_actions: 'TouchAction') -> None:\",\n \"'WebDriver', element: Optional['WebElement'] = None) -> None: self._driver = driver\",\n \"= TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self, driver: 'WebDriver', element:\",\n \"import TouchAction from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import WebElement\",\n \"appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import WebElement T = TypeVar('T',\",\n \"Optional, TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand as Command if\",\n \"License is distributed on an \\\"AS IS\\\" BASIS, # WITHOUT\",\n \"License, Version 2.0 (the \\\"License\\\"); # you may not use\",\n \"= TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self\",\n \"a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform()\",\n \"# You may obtain a copy of the License at\",\n \"describing a chain of actions to be performed by one\",\n \"copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # #\",\n \"a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2)\",\n \"WebElement T = TypeVar('T', bound='MultiAction') class MultiAction: def __init__(self, driver:\",\n \"as the spec requires. import copy from typing import TYPE_CHECKING,\",\n \"a chain of actions to be performed by one finger\",\n \"return self @property def json_wire_gestures(self) -> Dict[str, Union[List, str]]: actions\",\n \"the License for the specific language governing permissions and #\",\n \"def __init__(self, driver: 'WebDriver', element: Optional['WebElement'] = None) -> None:\",\n \"Apache License, Version 2.0 (the \\\"License\\\"); # you may not\",\n \"the MultiAction, to be performed later. Args: touch_actions: one or\",\n \"either express or implied. # See the License for the\",\n \"Union[List, str]]: actions = [] for action in self._touch_actions: actions.append(action.json_wire_gestures)\",\n \"situation, and do not allow for ad hoc action #\",\n \"# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or\",\n \"do not allow for ad hoc action # chaining as\",\n \"like the Multi Action API in the form of #\",\n \"List, Optional, TypeVar, Union from appium.webdriver.mobilecommand import MobileCommand as Command\",\n \"element self._touch_actions: List['TouchAction'] = [] def add(self, *touch_actions: 'TouchAction') ->\",\n \"for touch_action in touch_actions: if self._touch_actions is None: self._touch_actions =\",\n \"for the next batch self._touch_actions = [] return self @property\",\n \"appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement import\",\n \"finger Usage: | a1 = TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2\",\n \"= None) -> None: self._driver = driver self._element = element\",\n \"a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 #\",\n \"the next batch self._touch_actions = [] return self @property def\",\n \"| a2.press(el2).move_to(el1).release() | MultiAction(driver).add(a1, a2).perform() Returns: `MultiAction`: Self instance \\\"\\\"\\\"\",\n \"from appium.webdriver.common.touch_action import TouchAction from appium.webdriver.webdriver import WebDriver from appium.webdriver.webelement\",\n \"<reponame>salabogdan/python-client #!/usr/bin/env python # Licensed under the Apache License, Version\",\n \"this situation, and do not allow for ad hoc action\",\n \"\\\"License\\\"); # you may not use this file except in\",\n \"# clean up and be ready for the next batch\",\n \"touch_actions: one or more TouchAction objects describing a chain of\",\n \"distributed on an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR\",\n \"# These do not quite work for this situation, and\",\n \"# distributed under the License is distributed on an \\\"AS\",\n \"# Unless required by applicable law or agreed to in\",\n \"if self._element is not None: return {'actions': actions, 'elementId': self._element.id}\",\n \"MultiAction(driver).add(a1, a2) Returns: `MultiAction`: Self instance \\\"\\\"\\\" for touch_action in\",\n \"\\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY\",\n \"= TouchAction(driver) | a1.press(el1).move_to(el2).release() | a2 = TouchAction(driver) | a2.press(el2).move_to(el1).release()\",\n \"perform(self: T) -> T: \\\"\\\"\\\"Perform the actions stored in the\",\n \"You may obtain a copy of the License at #\",\n \"in self._touch_actions: actions.append(action.json_wire_gestures) if self._element is not None: return {'actions':\",\n \"if self._touch_actions is None: self._touch_actions = [] self._touch_actions.append(copy.copy(touch_action)) def perform(self:\",\n \"None: \\\"\\\"\\\"Add TouchAction objects to the MultiAction, to be performed\",\n \"chains\\\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite work for this\",\n \"the Apache License, Version 2.0 (the \\\"License\\\"); # you may\",\n \"Selenium team implemented something like the Multi Action API in\",\n \"quite work for this situation, and do not allow for\"\n]","isConversational":false}}},{"rowIdx":1689,"cells":{"ngram":{"kind":"list like","value":["= points[i, 1] p_z = points[i, 2] u = int(((p_x","ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\".format( self.output_path,","tag := tensorboard tag epoch := tensorboard epoche store :=","self.seq_data = seq_data self.images_path = images_path self.output_path = output_path def","output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data =","k col2 = np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points') plt_points","np.add(points, trans[0, :]) for i in range(0, points.shape[0]): p_x =","= dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]):","path path := != None creats the path and store","frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': #","= copy.deepcopy(im) dl_dict = frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :,","ture -> stores the image to standard path path :=","[widht,height,RGB] points:= points of the object model [length,x,y,z] trans: [1,3]","p_y = points[i, 1] p_z = points[i, 2] u =","fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type) if name:","w + 1, 0] = 0 except: #print(\"out of bounds\")","= np.dot(points, rot_mat.T) points = np.add(points, trans[0, :]) for i","__init__(self, p_visu, writer=None): if p_visu[-1] != '/': p_visu = p_visu","point_nr,3 \"\"\" if c == 'b': k = 245 elif","im = np.array(Image.open( images_path + unique_desig + '.png')) # laval",":, :]) points = np.dot(points, rot.T) points = np.add(points, t[0,","rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not implemented.') w",":= ture -> stores the image to standard path path","+ tag, p_store=self.p_visu) if self.writer is not None: self.writer.add_image(tag, img_d.astype(","import numpy as np import k3d class Visualizer(): def __init__(self,","== 'g': k = 25811000 elif c1 == 'r': k","from scipy.spatial.transform import Rotation as R from helper import re_quat","cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax,","== 'r': k = 11801000 elif c == 'black': k","import re_quat import copy import torch import numpy as np","R from helper import re_quat import copy import torch import","\"\"\" tag := tensorboard tag epoch := tensorboard epoche store","- w:v + w + 1, u - w:u +","np.array(Image.open( images_path + unique_desig[0] + '-color.png')) # ycb else: im","tag, epoch, img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False,","rot.T) points = np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy","def plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2,","int(((p_y / p_z) * cam_fy) + cam_cy) try: img_d[v -","isinstance(b, dict): rmin = b['rmin'] rmax = b['rmax'] cmin =","tensorboard tag epoch := tensorboard epoche store := ture ->","= k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points = k3d.points(y,","def plot_estimated_pose(self, tag, epoch, img, points, trans=[[0, 0, 0]], rot_mat=[[1,","if store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\"IMAGE D:\" ,img_d,img_d.shape )","not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005,","type not implemented.') w = 2 if type(unique_desig) != str:","b['cmin'] cmax = b['cmax'] # ToDo check Input data img_d","seq_data self.images_path = images_path self.output_path = output_path def plot_points_on_image(self, seq_no,","== 'ground_truth': # ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat","Image.fromarray(img_d) if jupyter: display(img_disp) if store: outpath = output_path +","+ 1, 1] = 255 img_d[v - w:v + w","'r': k = 11801000 elif c == 'black': k =","= 25811000 elif c1 == 'r': k = 11801000 elif","10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\".format( self.output_path, seq_no, video_name)","points:= points of the object model [length,x,y,z] trans: [1,3] rot:","2580 if c2 == 'b': k2 = 245 elif c2","point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display() def plot_two_pcd(x,",":= != None creats the path and store to it","cmax_mi:cmax_ma, :] = c print(\"STORE\", store) img_d = img_d.astype(np.uint8) if","* cam_fx) + cam_cx) v = int(((p_y / p_z) *","trans: [1,3] rot: [3,3] \"\"\" img_d = copy.deepcopy(img) points =","b['rmax'] cmin = b['cmin'] cmax = b['cmax'] # ToDo check","str_width) rmax_mi = max(0, rmax - str_width) rmax_ma = min(img_d.shape[0],","[0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2):","images_path, output_path=None): self.seq_data = seq_data self.images_path = images_path self.output_path =",":]) points = np.dot(points, rot.T) points = np.add(points, t[0, :])","img_disp.save(outpath, \"PNG\", compress_level=1) print(\"Saved image to {}\".format(outpath)) def save_sequence(self, seq_no,","seq_data, images_path, output_path=None): self.seq_data = seq_data self.images_path = images_path self.output_path","not implemented.') w = 2 if type(unique_desig) != str: im","= dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i","# final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy(","str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :] =","colors = np.ones(x.shape[0]) * k plot = k3d.plot(name='points') plt_points =","= '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no) cmd","elif c2 == 'black': k2 = 2580 else: k2 =","display(Image.fromarray(img_d)) if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch,","= k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d'","= max(0, cmax - str_width) cmax_ma = min(img_d.shape[1], cmax +","R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': # filter pred t =","k = 11801000 elif c1 == 'black': k = 2580","path := != None creats the path and store to","+ str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :]","cam_fy) + cam_cy) try: img_d[v - w:v + w +","rmin = b['rmin'] rmax = b['rmax'] cmin = b['cmin'] cmax","255 img_d[v - w:v + w + 1, u -","unique_desig[0] + '-color.png')) # ycb else: im = np.array(Image.open( images_path","img_d = copy.deepcopy(img) points = np.dot(points, rot_mat.T) points = np.add(points,","= int(((p_y / p_z) * cam_fy) + cam_cy) try: img_d[v","pass img_disp = Image.fromarray(img_d) if jupyter: display(img_disp) if store: outpath","c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :] =","img, points, trans=[[0, 0, 0]], rot_mat=[[1, 0, 0], [0, 1,","rmin - str_width) rmin_ma = min(img_d.shape[0], rmin + str_width) rmax_mi","+ str_width) cmax_mi = max(0, cmax - str_width) cmax_ma =","= c print(\"STORE\", store) img_d = img_d.astype(np.uint8) if store: #store_ar","c1 == 'black': k = 2580 else: k = 2580","path/tag.png img:= original_image, [widht,height,RGB] points:= points of the object model","= 0 img_d[v - w:v + w + 1, u","= np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0]) * k2 plot","img_disp = Image.fromarray(img_d) if jupyter: display(img_disp) if store: outpath =",":] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma,","* k col2 = np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points')","0], [0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False,","str_width) cmin_ma = min(img_d.shape[1], cmin + str_width) cmax_mi = max(0,","plot += plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot +=","- w:u + w + 1, 1] = 255 img_d[v",",img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if self.writer is","= b['cmax'] # ToDo check Input data img_d = np.array(copy.deepcopy(img))","+ 1, 0] = 0 except: #print(\"out of bounds\") pass","elif c1 == 'r': k = 11801000 elif c1 ==",":]) for i in range(0, points.shape[0]): p_x = points[i, 0]","not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img, points, trans=[[0,","dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \"\"\" x: point_nr,3 \"\"\" if","plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader =","PIL import Image from visu.helper_functions import save_image from scipy.spatial.transform import","frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not",":] = c print(\"STORE\", store) img_d = img_d.astype(np.uint8) if store:","np import sys import os from PIL import Image from","range(0, points.shape[0]): p_x = points[i, 0] p_y = points[i, 1]","[3,3] \"\"\" img_d = copy.deepcopy(img) points = np.dot(points, rot_mat.T) points","cmax=0, str_width=2, store=False, jupyter=False, b=None): \"\"\" tag := tensorboard tag","== 'b': k = 245 elif c1 == 'g': k","c2 == 'black': k2 = 2580 else: k2 = 2580","'g': k2 = 25811000 elif c2 == 'r': k2 =","== 'black': k2 = 2580 else: k2 = 2580 col1","output_path = self.output_path frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if","plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader =","c = [0, 0, 255] rmin_mi = max(0, rmin -","255] rmin_mi = max(0, rmin - str_width) rmin_ma = min(img_d.shape[0],","bounds\") pass img_disp = Image.fromarray(img_d) if jupyter: display(img_disp) if store:","x: point_nr,3 \"\"\" if c == 'b': k = 245",") save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if self.writer is not","points = np.dot(points, rot_mat.T) points = np.add(points, trans[0, :]) for","elif pose_type == 'final_pred_obs': # final pred t = np.array(frame['final_pred_obs']['t']).reshape(1,","2580 col1 = np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0]) *","store: outpath = output_path + \\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath,","+ 1, 0] = 0 except: #print(\"out of bounce\") pass","= 0 except: #print(\"out of bounds\") pass img_disp = Image.fromarray(img_d)","+ w + 1, 0] = 0 img_d[v - w:v","k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points = k3d.points(y, col2.astype(np.uint32),","self.plot_points_on_image(seq_no, fn, False, True, pose_type) if name: video_name = '{}_{}_{}'.format(name,","in range(0, points.shape[0]): p_x = points[i, 0] p_y = points[i,","is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x,","images_path + unique_desig + '.png')) # laval img_d = copy.deepcopy(im)","== 'g': k2 = 25811000 elif c2 == 'r': k2","w:u + w + 1, 1] = 255 img_d[v -","seq_no, pose_type='filtered', name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False,","!= '/': p_visu = p_visu + '/' self.p_visu = p_visu","k2 = 11801000 elif c2 == 'black': k2 = 2580","= 245 elif c1 == 'g': k = 25811000 elif","c1 == 'g': k = 25811000 elif c1 == 'r':","cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\"STORE\",","t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot","display(img_disp) if store: outpath = output_path + \\ '{}_{}_{}.png'.format(pose_type, seq_no,","range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type) if name: video_name =","= np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points') plt_points = k3d.points(x,","[0, 0, 255] rmin_mi = max(0, rmin - str_width) rmin_ma","c1='g', c2='r'): if c1 == 'b': k = 245 elif","scipy.spatial.transform import Rotation as R from helper import re_quat import","= b['cmin'] cmax = b['cmax'] # ToDo check Input data","* cam_fy) + cam_cy) try: img_d[v - w:v + w","= seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': #","plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points =","p_store=self.p_visu) if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch,","os from PIL import Image from visu.helper_functions import save_image from","elif c == 'r': k = 11801000 elif c ==","b['cmax'] # ToDo check Input data img_d = np.array(copy.deepcopy(img)) c","stores the image to standard path path := != None","jupyter=False, b=None): \"\"\" tag := tensorboard tag epoch := tensorboard","25811000 elif c2 == 'r': k2 = 11801000 elif c2","as R from helper import re_quat import copy import torch","original_image, [widht,height,RGB] \"\"\" if isinstance(b, dict): rmin = b['rmin'] rmax","points = np.add(points, trans[0, :]) for i in range(0, points.shape[0]):","# ToDo check Input data img_d = np.array(copy.deepcopy(img)) c =","'black': k = 2580 else: k = 2580 if c2","#print(\"IMAGE D:\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if","img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c","min(img_d.shape[0], rmax + str_width) cmin_mi = max(0, cmin - str_width)","cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \"\"\" tag :=","= int(((p_x / p_z) * cam_fx) + cam_cx) v =","\"cd {} && ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec mpeg4","#print(\"out of bounce\") pass if jupyter: display(Image.fromarray(img_d)) if store: #store_ar","= frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': # ground truth t","i in range(0, points.shape[0]): p_x = points[i, 0] p_y =","video_name = '{}_{}'.format(pose_type, seq_no) cmd = \"cd {} && ffmpeg","pose_type == 'ground_truth': # ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3)","if type(unique_desig) != str: im = np.array(Image.open( images_path + unique_desig[0]","save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer","p_visu[-1] != '/': p_visu = p_visu + '/' self.p_visu =","= re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type ==","= dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]): p_x = points[i,","= re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose","== 'b': k2 = 245 elif c2 == 'g': k2","store=False, pose_type='filtered'): seq_data = self.seq_data images_path = self.images_path output_path =","cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \"\"\" tag := tensorboard tag","writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img,","'black': k2 = 2580 else: k2 = 2580 col1 =","trans[0, :]) for i in range(0, points.shape[0]): p_x = points[i,","cmax - str_width) cmax_ma = min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma,","tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer is not None:","1, 0] = 0 except: #print(\"out of bounds\") pass img_disp","rot_mat=[[1, 0, 0], [0, 1, 0], [0, 0, 1]], cam_cx=0,","= max(0, cmin - str_width) cmin_ma = min(img_d.shape[1], cmin +","(img_d* 255).round().astype(np.uint8) #print(\"IMAGE D:\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag,","rmax = b['rmax'] cmin = b['cmin'] cmax = b['cmax'] #","= (img_d* 255).round().astype(np.uint8) #print(\"IMAGE D:\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) +","plot_estimated_pose(self, tag, epoch, img, points, trans=[[0, 0, 0]], rot_mat=[[1, 0,","global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0, cmin=0,","= img_d.astype(np.uint8) if store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch)","seq_no, frame_no) img_disp.save(outpath, \"PNG\", compress_level=1) print(\"Saved image to {}\".format(outpath)) def","+ '/' self.p_visu = p_visu self.writer = writer if not","0] = 0 except: #print(\"out of bounds\") pass img_disp =","import sys import os from PIL import Image from visu.helper_functions","import torch import numpy as np import k3d class Visualizer():","pose_type == 'filtered': # filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3)","= np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot =","numpy as np import sys import os from PIL import","if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img, points,","else: k2 = 2580 col1 = np.ones(x.shape[0]) * k col2","path/tag.png img:= original_image, [widht,height,RGB] \"\"\" if isinstance(b, dict): rmin =","3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif","+ unique_desig + '.png')) # laval img_d = copy.deepcopy(im) dl_dict","np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix()","np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix()","cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None): \"\"\" tag := tensorboard","tag, p_store=self.p_visu) if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8),","max(0, cmax - str_width) cmax_ma = min(img_d.shape[1], cmax + str_width)","True, pose_type) if name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else:","points[i, 2] u = int(((p_x / p_z) * cam_fx) +","1, u - w:u + w + 1, 1] =","+ w + 1, 0] = 0 except: #print(\"out of","2] u = int(((p_x / p_z) * cam_fx) + cam_cx)","+ 1, u - w:u + w + 1, 0]","t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot","point_size=0.005, c1='g', c2='r'): if c1 == 'b': k = 245","+ cam_cy) try: img_d[v - w:v + w + 1,","= b['rmax'] cmin = b['cmin'] cmax = b['cmax'] # ToDo","point_size=point_size) plot += plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot","cmin_ma = min(img_d.shape[1], cmin + str_width) cmax_mi = max(0, cmax","img_d = copy.deepcopy(im) dl_dict = frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0,","[1,3] rot: [3,3] \"\"\" img_d = copy.deepcopy(img) points = np.dot(points,","from PIL import Image from visu.helper_functions import save_image from scipy.spatial.transform","image to standard path path := != None creats the","as np import k3d class Visualizer(): def __init__(self, p_visu, writer=None):","np.array(Image.open( images_path + unique_desig + '.png')) # laval img_d =","p_z = points[i, 2] u = int(((p_x / p_z) *","'filtered': # filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat =","pass if jupyter: display(Image.fromarray(img_d)) if store: #store_ar = (img_d* 255).round().astype(np.uint8)","standard path path := != None creats the path and","- str_width) cmax_ma = min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax,","bounce\") pass if jupyter: display(Image.fromarray(img_d)) if store: #store_ar = (img_d*","= 2580 col1 = np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0])","np.dot(points, rot.T) points = np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0]","+ '.png')) # laval img_d = copy.deepcopy(im) dl_dict = frame['dl_dict']","points = np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy =","it path/tag.png img:= original_image, [widht,height,RGB] points:= points of the object","'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': # filter","= 11801000 elif c2 == 'black': k2 = 2580 else:","pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz')","R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not implemented.') w = 2","check Input data img_d = np.array(copy.deepcopy(img)) c = [0, 0,","if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC')","np.ones(x.shape[0]) * k plot = k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32),","def plot_pcd(x, point_size=0.005, c='g'): \"\"\" x: point_nr,3 \"\"\" if c","= output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data","0, 255] rmin_mi = max(0, rmin - str_width) rmin_ma =","25811000 elif c == 'r': k = 11801000 elif c","rot: [3,3] \"\"\" img_d = copy.deepcopy(img) points = np.dot(points, rot_mat.T)","= self.images_path output_path = self.output_path frame = seq_data[seq_no][frame_no] unique_desig =","0, 0], [0, 1, 0], [0, 0, 1]], cam_cx=0, cam_cy=0,","= np.dot(points, rot.T) points = np.add(points, t[0, :]) cam_cx =","c2='r'): if c1 == 'b': k = 245 elif c1","\"\"\" if c == 'b': k = 245 elif c","to standard path path := != None creats the path","def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if c1 == 'b':","original_image, [widht,height,RGB] points:= points of the object model [length,x,y,z] trans:","helper import re_quat import copy import torch import numpy as","seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points, rot.T) points = np.add(points,","1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \"\"\" tag","== 'black': k = 2580 else: k = 2580 colors","'final_pred_obs': # final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat =","# ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy(","min(img_d.shape[1], cmin + str_width) cmax_mi = max(0, cmax - str_width)","- str_width) rmax_ma = min(img_d.shape[0], rmax + str_width) cmin_mi =","try: img_d[v - w:v + w + 1, u -","filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']),","images_path = self.images_path output_path = self.output_path frame = seq_data[seq_no][frame_no] unique_desig","k = 245 elif c == 'g': k = 25811000","str_width) cmax_mi = max(0, cmax - str_width) cmax_ma = min(img_d.shape[1],","jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data images_path = self.images_path output_path","'/' self.p_visu = p_visu self.writer = writer if not os.path.exists(self.p_visu):","tag epoch := tensorboard epoche store := ture -> stores","w:u + w + 1, 0] = 0 img_d[v -","25811000 elif c1 == 'r': k = 11801000 elif c1","/ p_z) * cam_fx) + cam_cx) v = int(((p_y /","#store_ar = (img_d* 255).round().astype(np.uint8) #print(\"IMAGE D:\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch)","self.images_path = images_path self.output_path = output_path def plot_points_on_image(self, seq_no, frame_no,","0 except: #print(\"out of bounds\") pass img_disp = Image.fromarray(img_d) if","cmax = b['cmax'] # ToDo check Input data img_d =","np import k3d class Visualizer(): def __init__(self, p_visu, writer=None): if","k = 25811000 elif c == 'r': k = 11801000","= min(img_d.shape[1], cmin + str_width) cmax_mi = max(0, cmax -","k = 2580 if c2 == 'b': k2 = 245","import k3d class Visualizer(): def __init__(self, p_visu, writer=None): if p_visu[-1]","'/': p_visu = p_visu + '/' self.p_visu = p_visu self.writer","k2 = 25811000 elif c2 == 'r': k2 = 11801000","frame_no) img_disp.save(outpath, \"PNG\", compress_level=1) print(\"Saved image to {}\".format(outpath)) def save_sequence(self,","# filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy(","str: im = np.array(Image.open( images_path + unique_desig[0] + '-color.png')) #","the path and store to it path/tag.png img:= original_image, [widht,height,RGB]","if p_visu[-1] != '/': p_visu = p_visu + '/' self.p_visu","u - w:u + w + 1, 0] = 0","w + 1, 0] = 0 img_d[v - w:v +","numpy as np import k3d class Visualizer(): def __init__(self, p_visu,","c2 == 'g': k2 = 25811000 elif c2 == 'r':","tag=str(epoch) + tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer is","unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': # ground truth","p_visu self.writer = writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self,","points[i, 0] p_y = points[i, 1] p_z = points[i, 2]","re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered':","copy import torch import numpy as np import k3d class","__init__(self, seq_data, images_path, output_path=None): self.seq_data = seq_data self.images_path = images_path","self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch, img,","+ \\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \"PNG\", compress_level=1) print(\"Saved image","+ tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer is not","+ 1, 0] = 0 img_d[v - w:v + w","= 25811000 elif c2 == 'r': k2 = 11801000 elif","output_path + \\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \"PNG\", compress_level=1) print(\"Saved","of bounce\") pass if jupyter: display(Image.fromarray(img_d)) if store: #store_ar =","Visualizer(): def __init__(self, p_visu, writer=None): if p_visu[-1] != '/': p_visu","class SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None): self.seq_data = seq_data","img_d = np.array(copy.deepcopy(img)) c = [0, 0, 255] rmin_mi =","save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if self.writer is not None:","= np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot =","seq_data = self.seq_data images_path = self.images_path output_path = self.output_path frame","self.output_path frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type ==","k plot = k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot","ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]),","re_quat import copy import torch import numpy as np import","= frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot =","= 11801000 elif c1 == 'black': k = 2580 else:","store := ture -> stores the image to standard path","dict): rmin = b['rmin'] rmax = b['rmax'] cmin = b['cmin']","c1 == 'r': k = 11801000 elif c1 == 'black':","points = np.dot(points, rot.T) points = np.add(points, t[0, :]) cam_cx","rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type","== 'filtered': # filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat","0, 0]], rot_mat=[[1, 0, 0], [0, 1, 0], [0, 0,","w + 1, 0] = 0 except: #print(\"out of bounce\")","pose_type='filtered'): seq_data = self.seq_data images_path = self.images_path output_path = self.output_path","t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx =","= output_path + \\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \"PNG\", compress_level=1)","img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c","print(\"Saved image to {}\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''): for","np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \"\"\" x: point_nr,3","(img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d))","str_width) rmin_ma = min(img_d.shape[0], rmin + str_width) rmax_mi = max(0,","else: video_name = '{}_{}'.format(pose_type, seq_no) cmd = \"cd {} &&","= \"cd {} && ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec",":]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2]","data img_d = np.array(copy.deepcopy(img)) c = [0, 0, 255] rmin_mi","= 25811000 elif c == 'r': k = 11801000 elif","rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None): \"\"\" tag","+ unique_desig[0] + '-color.png')) # ycb else: im = np.array(Image.open(","# ycb else: im = np.array(Image.open( images_path + unique_desig +","points.shape[0]): p_x = points[i, 0] p_y = points[i, 1] p_z","rmax_mi = max(0, rmax - str_width) rmax_ma = min(img_d.shape[0], rmax","-> stores the image to standard path path := !=","c == 'b': k = 245 elif c == 'g':","dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3]","display(Image.fromarray(img_d)) if store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\"IMAGE D:\" ,img_d,img_d.shape","- w:u + w + 1, 0] = 0 except:","w = 2 if type(unique_desig) != str: im = np.array(Image.open(","'r': k = 11801000 elif c1 == 'black': k =","'{}_{}_{}'.format(name, pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no) cmd =","elif c2 == 'g': k2 = 25811000 elif c2 ==","import copy import torch import numpy as np import k3d","self.p_visu = p_visu self.writer = writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu)","print(\"STORE\", store) img_d = img_d.astype(np.uint8) if store: #store_ar = (img_d*","cam_fy = dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]): p_x =","= min(img_d.shape[0], rmax + str_width) cmin_mi = max(0, cmin -","except: #print(\"out of bounds\") pass img_disp = Image.fromarray(img_d) if jupyter:","to it path/tag.png img:= original_image, [widht,height,RGB] \"\"\" if isinstance(b, dict):","int(((p_x / p_z) * cam_fx) + cam_cx) v = int(((p_y","re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type","def __init__(self, seq_data, images_path, output_path=None): self.seq_data = seq_data self.images_path =","cam_cy) try: img_d[v - w:v + w + 1, u","if store: outpath = output_path + \\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no)","k2 plot = k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot","p_z) * cam_fx) + cam_cx) v = int(((p_y / p_z)","it path/tag.png img:= original_image, [widht,height,RGB] \"\"\" if isinstance(b, dict): rmin","11801000 elif c1 == 'black': k = 2580 else: k","= '{}_{}'.format(pose_type, seq_no) cmd = \"cd {} && ffmpeg -r","for i in range(0, points.shape[0]): p_x = points[i, 0] p_y","seq_no) cmd = \"cd {} && ffmpeg -r 10 -i","= k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points","- str_width) cmin_ma = min(img_d.shape[1], cmin + str_width) cmax_mi =","pose_type) if name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name","frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': #","k = 11801000 elif c == 'black': k = 2580","max(0, rmin - str_width) rmin_ma = min(img_d.shape[0], rmin + str_width)","elif c1 == 'black': k = 2580 else: k =","import save_image from scipy.spatial.transform import Rotation as R from helper","store to it path/tag.png img:= original_image, [widht,height,RGB] \"\"\" if isinstance(b,","cmd = \"cd {} && ffmpeg -r 10 -i ./filtered_{}_%d.png",":] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\"STORE\", store)","epoche store := ture -> stores the image to standard","+ str_width) rmax_mi = max(0, rmax - str_width) rmax_ma =","frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points,","'b': k = 245 elif c == 'g': k =","+= plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points","= np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1]","1] p_z = points[i, 2] u = int(((p_x / p_z)","= 2580 else: k = 2580 if c2 == 'b':","3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else:","in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type) if name: video_name","k = 2580 colors = np.ones(x.shape[0]) * k plot =","dataformats='HWC') def plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0, cmin=0, cmax=0,","points, trans=[[0, 0, 0]], rot_mat=[[1, 0, 0], [0, 1, 0],","'ground_truth': # ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat =","elif c1 == 'g': k = 25811000 elif c1 ==","image to {}\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''): for fn","== 'b': k = 245 elif c == 'g': k","+ str_width) cmin_mi = max(0, cmin - str_width) cmin_ma =","Rotation as R from helper import re_quat import copy import","plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False,","plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data images_path","copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points, rot.T) points =","u - w:u + w + 1, 1] = 255","y, point_size=0.005, c1='g', c2='r'): if c1 == 'b': k =","rmin_mi = max(0, rmin - str_width) rmin_ma = min(img_d.shape[0], rmin","jupyter: display(Image.fromarray(img_d)) if store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\"IMAGE D:\"","= max(0, rmin - str_width) rmin_ma = min(img_d.shape[0], rmin +","str_width) rmax_ma = min(img_d.shape[0], rmax + str_width) cmin_mi = max(0,","img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c","1, 0], [0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False,","np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0,","= 245 elif c == 'g': k = 25811000 elif","if pose_type == 'ground_truth': # ground truth t = frame['dl_dict']['gt_trans'].reshape(1,","None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'):","rot_mat.T) points = np.add(points, trans[0, :]) for i in range(0,","plot = k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot +=","if c1 == 'b': k = 245 elif c1 ==","cam_fx) + cam_cx) v = int(((p_y / p_z) * cam_fy)","re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs':","= points[i, 2] u = int(((p_x / p_z) * cam_fx)","0 img_d[v - w:v + w + 1, u -","point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display() class SequenceVisualizer():","seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': # ground","2580 else: k = 2580 if c2 == 'b': k2","import Rotation as R from helper import re_quat import copy","ycb else: im = np.array(Image.open( images_path + unique_desig + '.png'))","class Visualizer(): def __init__(self, p_visu, writer=None): if p_visu[-1] != '/':","!= None creats the path and store to it path/tag.png","the object model [length,x,y,z] trans: [1,3] rot: [3,3] \"\"\" img_d","k = 25811000 elif c1 == 'r': k = 11801000","col1 = np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0]) * k2","= p_visu self.writer = writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def","plt_points.shader = '3d' plot.display() class SequenceVisualizer(): def __init__(self, seq_data, images_path,","import os from PIL import Image from visu.helper_functions import save_image","frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data images_path = self.images_path","k = 2580 else: k = 2580 colors = np.ones(x.shape[0])","Exception('Pose type not implemented.') w = 2 if type(unique_desig) !=","'.png')) # laval img_d = copy.deepcopy(im) dl_dict = frame['dl_dict'] points","pose_type == 'final_pred_obs': # final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3)","if jupyter: display(img_disp) if store: outpath = output_path + \\","laval img_d = copy.deepcopy(im) dl_dict = frame['dl_dict'] points = copy.deepcopy(","k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display()","the image to standard path path := != None creats","= copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points, rot.T) points","implemented.') w = 2 if type(unique_desig) != str: im =","= Image.fromarray(img_d) if jupyter: display(img_disp) if store: outpath = output_path","cam_fy=0, store=False, jupyter=False, w=2): \"\"\" tag := tensorboard tag epoch","cmin_mi = max(0, cmin - str_width) cmin_ma = min(img_d.shape[1], cmin","# laval img_d = copy.deepcopy(im) dl_dict = frame['dl_dict'] points =","= np.ones(x.shape[0]) * k plot = k3d.plot(name='points') plt_points = k3d.points(x,","+= plt_points plt_points.shader = '3d' plot.display() class SequenceVisualizer(): def __init__(self,","path and store to it path/tag.png img:= original_image, [widht,height,RGB] \"\"\"","type(unique_desig) != str: im = np.array(Image.open( images_path + unique_desig[0] +","= 2580 else: k2 = 2580 col1 = np.ones(x.shape[0]) *","0] p_y = points[i, 1] p_z = points[i, 2] u","writer=None): if p_visu[-1] != '/': p_visu = p_visu + '/'","points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points, rot.T)","im = np.array(Image.open( images_path + unique_desig[0] + '-color.png')) # ycb","np.dot(points, rot_mat.T) points = np.add(points, trans[0, :]) for i in","name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type,","p_visu = p_visu + '/' self.p_visu = p_visu self.writer =","- str_width) rmin_ma = min(img_d.shape[0], rmin + str_width) rmax_mi =","dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]): p_x = points[i, 0]","def __init__(self, p_visu, writer=None): if p_visu[-1] != '/': p_visu =","'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': # final","img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\"STORE\", store) img_d = img_d.astype(np.uint8)","+ w + 1, 1] = 255 img_d[v - w:v","== 'r': k2 = 11801000 elif c2 == 'black': k2","+ w + 1, u - w:u + w +","= p_visu + '/' self.p_visu = p_visu self.writer = writer","k = 245 elif c1 == 'g': k = 25811000","D:\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if self.writer","cam_cx) v = int(((p_y / p_z) * cam_fy) + cam_cy)","store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\"IMAGE D:\" ,img_d,img_d.shape ) save_image(img_d,","\"PNG\", compress_level=1) print(\"Saved image to {}\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered',","img_d = img_d.astype(np.uint8) if store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d,","c='g'): \"\"\" x: point_nr,3 \"\"\" if c == 'b': k","= 2 if type(unique_desig) != str: im = np.array(Image.open( images_path","tag=str(epoch) + tag, p_store=self.p_visu) if self.writer is not None: self.writer.add_image(tag,","plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if c1 == 'b': k","/ p_z) * cam_fy) + cam_cy) try: img_d[v - w:v","images_path self.output_path = output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False,","img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \"\"\" x:","seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no) cmd = \"cd {}","seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data images_path =","self.images_path output_path = self.output_path frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0]","2 if type(unique_desig) != str: im = np.array(Image.open( images_path +","k2 = 2580 else: k2 = 2580 col1 = np.ones(x.shape[0])","epoch, img, points, trans=[[0, 0, 0]], rot_mat=[[1, 0, 0], [0,","tag, epoch, img, points, trans=[[0, 0, 0]], rot_mat=[[1, 0, 0],","frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth':","#store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if","if jupyter: display(Image.fromarray(img_d)) if self.writer is not None: self.writer.add_image(tag, img_d.astype(","= k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d'","cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax,","p_visu + '/' self.p_visu = p_visu self.writer = writer if","os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img, points, trans=[[0, 0, 0]],","k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points","pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz')","'r': k2 = 11801000 elif c2 == 'black': k2 =","point_size=0.005, c='g'): \"\"\" x: point_nr,3 \"\"\" if c == 'b':","else: raise Exception('Pose type not implemented.') w = 2 if","{}\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''): for fn in range(len(self.seq_data)):","= min(img_d.shape[0], rmin + str_width) rmax_mi = max(0, rmax -","except: #print(\"out of bounce\") pass if jupyter: display(Image.fromarray(img_d)) if store:","= min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c","to {}\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''): for fn in","global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \"\"\" x: point_nr,3 \"\"\"","= c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\"STORE\", store) img_d","else: k = 2580 if c2 == 'b': k2 =","dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i in","tensorboard epoche store := ture -> stores the image to","rmax_ma = min(img_d.shape[0], rmax + str_width) cmin_mi = max(0, cmin","w + 1, u - w:u + w + 1,","= self.output_path frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type","img_d.astype(np.uint8) if store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) +","= np.array(Image.open( images_path + unique_desig[0] + '-color.png')) # ycb else:","img:= original_image, [widht,height,RGB] \"\"\" if isinstance(b, dict): rmin = b['rmin']","0] = 0 except: #print(\"out of bounce\") pass if jupyter:","c == 'r': k = 11801000 elif c == 'black':","self.seq_data images_path = self.images_path output_path = self.output_path frame = seq_data[seq_no][frame_no]","== 'g': k = 25811000 elif c == 'r': k","and store to it path/tag.png img:= original_image, [widht,height,RGB] points:= points","name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type)","c2 == 'r': k2 = 11801000 elif c2 == 'black':","if isinstance(b, dict): rmin = b['rmin'] rmax = b['rmax'] cmin","img:= original_image, [widht,height,RGB] points:= points of the object model [length,x,y,z]","\"\"\" if isinstance(b, dict): rmin = b['rmin'] rmax = b['rmax']","!= str: im = np.array(Image.open( images_path + unique_desig[0] + '-color.png'))","w:u + w + 1, 0] = 0 except: #print(\"out","= (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if jupyter:","dl_dict = frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points","255).round().astype(np.uint8) #print(\"IMAGE D:\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu)","cmax_ma = min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] =","else: im = np.array(Image.open( images_path + unique_desig + '.png')) #","11801000 elif c2 == 'black': k2 = 2580 else: k2","pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no) cmd = \"cd","def save_sequence(self, seq_no, pose_type='filtered', name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no,","'g': k = 25811000 elif c == 'r': k =","p_z) * cam_fy) + cam_cy) try: img_d[v - w:v +","w=2): \"\"\" tag := tensorboard tag epoch := tensorboard epoche","0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \"\"\"","to it path/tag.png img:= original_image, [widht,height,RGB] points:= points of the","= b['rmin'] rmax = b['rmax'] cmin = b['cmin'] cmax =","pose_type='filtered', name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True,","'3d' plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if c1","self.output_path = output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'):","= np.array(copy.deepcopy(img)) c = [0, 0, 255] rmin_mi = max(0,","self.writer = writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag,","save_sequence(self, seq_no, pose_type='filtered', name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn,","jupyter=False, w=2): \"\"\" tag := tensorboard tag epoch := tensorboard","str_width) cmax_ma = min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :]","k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display()","torch import numpy as np import k3d class Visualizer(): def","1, 0] = 0 img_d[v - w:v + w +","rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise","= images_path self.output_path = output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False,","+ cam_cx) v = int(((p_y / p_z) * cam_fy) +","col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display() class","= dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy =","plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if c1 ==","of the object model [length,x,y,z] trans: [1,3] rot: [3,3] \"\"\"","255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if","= 11801000 elif c == 'black': k = 2580 else:","cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy","#print(\"out of bounds\") pass img_disp = Image.fromarray(img_d) if jupyter: display(img_disp)","rmax - str_width) rmax_ma = min(img_d.shape[0], rmax + str_width) cmin_mi","-i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\".format( self.output_path, seq_no, video_name) os.system(cmd)","cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for","'g': k = 25811000 elif c1 == 'r': k =","-r 10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\".format( self.output_path, seq_no,","cmin = b['cmin'] cmax = b['cmax'] # ToDo check Input","'{}_{}'.format(pose_type, seq_no) cmd = \"cd {} && ffmpeg -r 10","1, u - w:u + w + 1, 0] =","0], [0, 1, 0], [0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0,","c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\"STORE\", store) img_d =","= re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type ==","plt_points.shader = '3d' plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'):","raise Exception('Pose type not implemented.') w = 2 if type(unique_desig)","c == 'g': k = 25811000 elif c == 'r':","from visu.helper_functions import save_image from scipy.spatial.transform import Rotation as R","\\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \"PNG\", compress_level=1) print(\"Saved image to","str_width) cmin_mi = max(0, cmin - str_width) cmin_ma = min(img_d.shape[1],","store to it path/tag.png img:= original_image, [widht,height,RGB] points:= points of","[length,x,y,z] trans: [1,3] rot: [3,3] \"\"\" img_d = copy.deepcopy(img) points","img_d[v - w:v + w + 1, u - w:u","creats the path and store to it path/tag.png img:= original_image,","[widht,height,RGB] \"\"\" if isinstance(b, dict): rmin = b['rmin'] rmax =","2580 else: k = 2580 colors = np.ones(x.shape[0]) * k","0] = 0 img_d[v - w:v + w + 1,","elif c == 'black': k = 2580 else: k =","fn, False, True, pose_type) if name: video_name = '{}_{}_{}'.format(name, pose_type,","= copy.deepcopy(img) points = np.dot(points, rot_mat.T) points = np.add(points, trans[0,","c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :] =","k2 = 2580 col1 = np.ones(x.shape[0]) * k col2 =","img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch, img, rmin=0,","+= plt_points plt_points.shader = '3d' plot.display() def plot_two_pcd(x, y, point_size=0.005,","trans=[[0, 0, 0]], rot_mat=[[1, 0, 0], [0, 1, 0], [0,","245 elif c1 == 'g': k = 25811000 elif c1","= k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points","plot.display() class SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None): self.seq_data =","t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot","col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size)","* k2 plot = k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size)","ToDo check Input data img_d = np.array(copy.deepcopy(img)) c = [0,","= 2580 if c2 == 'b': k2 = 245 elif","col2 = np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points') plt_points =","rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type","k2 = 245 elif c2 == 'g': k2 = 25811000",":= tensorboard tag epoch := tensorboard epoche store := ture","+ 1, u - w:u + w + 1, 1]","= writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch,","elif c2 == 'r': k2 = 11801000 elif c2 ==","= max(0, rmax - str_width) rmax_ma = min(img_d.shape[0], rmax +","* k plot = k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size)","= '3d' plot.display() class SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None):","= self.seq_data images_path = self.images_path output_path = self.output_path frame =","245 elif c == 'g': k = 25811000 elif c","str_width=2, store=False, jupyter=False, b=None): \"\"\" tag := tensorboard tag epoch","np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx","= frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points =","rmin_ma = min(img_d.shape[0], rmin + str_width) rmax_mi = max(0, rmax","frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': # ground truth t =","max(0, cmin - str_width) cmin_ma = min(img_d.shape[1], cmin + str_width)","os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img, points, trans=[[0, 0,","store=False, jupyter=False, b=None): \"\"\" tag := tensorboard tag epoch :=",":] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma,","k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader","def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data","&& ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\".format(","copy.deepcopy(im) dl_dict = frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :])","= '3d' plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if","if c2 == 'b': k2 = 245 elif c2 ==","= 255 img_d[v - w:v + w + 1, u","SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None): self.seq_data = seq_data self.images_path","R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': # final pred t =","== 'black': k = 2580 else: k = 2580 if","- w:u + w + 1, 0] = 0 img_d[v","\"\"\" x: point_nr,3 \"\"\" if c == 'b': k =","rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': # filter pred","= c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :]","min(img_d.shape[0], rmin + str_width) rmax_mi = max(0, rmax - str_width)","'-color.png')) # ycb else: im = np.array(Image.open( images_path + unique_desig","None creats the path and store to it path/tag.png img:=","self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \"\"\"","2580 colors = np.ones(x.shape[0]) * k plot = k3d.plot(name='points') plt_points","plot_pcd(x, point_size=0.005, c='g'): \"\"\" x: point_nr,3 \"\"\" if c ==","np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0]) * k2 plot =","plot += plt_points plt_points.shader = '3d' plot.display() class SequenceVisualizer(): def","points of the object model [length,x,y,z] trans: [1,3] rot: [3,3]","model [length,x,y,z] trans: [1,3] rot: [3,3] \"\"\" img_d = copy.deepcopy(img)","'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not implemented.')","k = 2580 else: k = 2580 if c2 ==","None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch,","unique_desig + '.png')) # laval img_d = copy.deepcopy(im) dl_dict =","import Image from visu.helper_functions import save_image from scipy.spatial.transform import Rotation","p_visu, writer=None): if p_visu[-1] != '/': p_visu = p_visu +","rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': # final pred","= np.array(Image.open( images_path + unique_desig + '.png')) # laval img_d","{} && ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y","path and store to it path/tag.png img:= original_image, [widht,height,RGB] points:=","== 'final_pred_obs': # final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat","epoch := tensorboard epoche store := ture -> stores the","self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def","compress_level=1) print(\"Saved image to {}\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''):","dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]): p_x","points[i, 1] p_z = points[i, 2] u = int(((p_x /","0 except: #print(\"out of bounce\") pass if jupyter: display(Image.fromarray(img_d)) if","frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix()","cmin - str_width) cmin_ma = min(img_d.shape[1], cmin + str_width) cmax_mi","c == 'black': k = 2580 else: k = 2580","= [0, 0, 255] rmin_mi = max(0, rmin - str_width)","if c == 'b': k = 245 elif c ==","False, True, pose_type) if name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no)","k3d class Visualizer(): def __init__(self, p_visu, writer=None): if p_visu[-1] !=","and store to it path/tag.png img:= original_image, [widht,height,RGB] \"\"\" if","as np import sys import os from PIL import Image","0]], rot_mat=[[1, 0, 0], [0, 1, 0], [0, 0, 1]],","3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif","truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz')","= seq_data self.images_path = images_path self.output_path = output_path def plot_points_on_image(self,","jupyter: display(img_disp) if store: outpath = output_path + \\ '{}_{}_{}.png'.format(pose_type,","= points[i, 0] p_y = points[i, 1] p_z = points[i,","is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self,","rmax + str_width) cmin_mi = max(0, cmin - str_width) cmin_ma","1] = 255 img_d[v - w:v + w + 1,",":= tensorboard epoche store := ture -> stores the image","= 245 elif c2 == 'g': k2 = 25811000 elif","= R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': # filter pred t","video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no)","[0, 1, 0], [0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0,","if store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag,","from helper import re_quat import copy import torch import numpy","u = int(((p_x / p_z) * cam_fx) + cam_cx) v","= np.add(points, trans[0, :]) for i in range(0, points.shape[0]): p_x","store) img_d = img_d.astype(np.uint8) if store: #store_ar = (img_d* 255).round().astype(np.uint8)","c1 == 'b': k = 245 elif c1 == 'g':","plot = k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot +=","'b': k = 245 elif c1 == 'g': k =","elif pose_type == 'filtered': # filter pred t = np.array(frame['filter_pred']['t']).reshape(1,","if name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name =","copy.deepcopy(img) points = np.dot(points, rot_mat.T) points = np.add(points, trans[0, :])","rmin + str_width) rmax_mi = max(0, rmax - str_width) rmax_ma","c print(\"STORE\", store) img_d = img_d.astype(np.uint8) if store: #store_ar =","b['rmin'] rmax = b['rmax'] cmin = b['cmin'] cmax = b['cmax']","1, 1] = 255 img_d[v - w:v + w +","w + 1, 1] = 255 img_d[v - w:v +","= c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :]","p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer is not None: self.writer.add_image(tag,","colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display() def","p_x = points[i, 0] p_y = points[i, 1] p_z =","epoch, img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None):","min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma,","= 2580 else: k = 2580 colors = np.ones(x.shape[0]) *","plot += plt_points plt_points.shader = '3d' plot.display() def plot_two_pcd(x, y,","== 'r': k = 11801000 elif c1 == 'black': k","images_path + unique_desig[0] + '-color.png')) # ycb else: im =","cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i in range(0,","if jupyter: display(Image.fromarray(img_d)) if store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\"IMAGE","else: k = 2580 colors = np.ones(x.shape[0]) * k plot","+ '-color.png')) # ycb else: im = np.array(Image.open( images_path +","'black': k = 2580 else: k = 2580 colors =","Image from visu.helper_functions import save_image from scipy.spatial.transform import Rotation as","w:v + w + 1, u - w:u + w","b=None): \"\"\" tag := tensorboard tag epoch := tensorboard epoche","elif c == 'g': k = 25811000 elif c ==","jupyter: display(Image.fromarray(img_d)) if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8),","cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax,","= R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': # final pred t","'3d' plot.display() class SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None): self.seq_data","cmin + str_width) cmax_mi = max(0, cmax - str_width) cmax_ma","visu.helper_functions import save_image from scipy.spatial.transform import Rotation as R from","store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu)","rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None): \"\"\" tag :=","final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']),","= 0 except: #print(\"out of bounce\") pass if jupyter: display(Image.fromarray(img_d))","max(0, rmax - str_width) rmax_ma = min(img_d.shape[0], rmax + str_width)","cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \"\"\" tag := tensorboard","for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type) if","1, 0] = 0 except: #print(\"out of bounce\") pass if","plt_points plt_points.shader = '3d' plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g',","outpath = output_path + \\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \"PNG\",","of bounds\") pass img_disp = Image.fromarray(img_d) if jupyter: display(img_disp) if","= 2580 colors = np.ones(x.shape[0]) * k plot = k3d.plot(name='points')","v = int(((p_y / p_z) * cam_fy) + cam_cy) try:","'{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \"PNG\", compress_level=1) print(\"Saved image to {}\".format(outpath))","11801000 elif c == 'black': k = 2580 else: k","output_path=None): self.seq_data = seq_data self.images_path = images_path self.output_path = output_path","plt_points plt_points.shader = '3d' plot.display() class SequenceVisualizer(): def __init__(self, seq_data,","= R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not implemented.') w =","not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag,","store=False, jupyter=False, w=2): \"\"\" tag := tensorboard tag epoch :=","cmax_mi = max(0, cmax - str_width) cmax_ma = min(img_d.shape[1], cmax","Input data img_d = np.array(copy.deepcopy(img)) c = [0, 0, 255]","245 elif c2 == 'g': k2 = 25811000 elif c2","plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader","object model [length,x,y,z] trans: [1,3] rot: [3,3] \"\"\" img_d =","sys import os from PIL import Image from visu.helper_functions import","\"\"\" img_d = copy.deepcopy(img) points = np.dot(points, rot_mat.T) points =","save_image from scipy.spatial.transform import Rotation as R from helper import","c2 == 'b': k2 = 245 elif c2 == 'g':","'b': k2 = 245 elif c2 == 'g': k2 =","import numpy as np import sys import os from PIL","img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None): \"\"\"","2580 else: k2 = 2580 col1 = np.ones(x.shape[0]) * k","np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32),","np.array(copy.deepcopy(img)) c = [0, 0, 255] rmin_mi = max(0, rmin"],"string":"[\n \"= points[i, 1] p_z = points[i, 2] u = int(((p_x\",\n \"ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\\\".format( self.output_path,\",\n \"tag := tensorboard tag epoch := tensorboard epoche store :=\",\n \"self.seq_data = seq_data self.images_path = images_path self.output_path = output_path def\",\n \"output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data =\",\n \"k col2 = np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points') plt_points\",\n \"np.add(points, trans[0, :]) for i in range(0, points.shape[0]): p_x =\",\n \"= dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]):\",\n \"path path := != None creats the path and store\",\n \"frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': #\",\n \"= copy.deepcopy(im) dl_dict = frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :,\",\n \"ture -> stores the image to standard path path :=\",\n \"[widht,height,RGB] points:= points of the object model [length,x,y,z] trans: [1,3]\",\n \"p_y = points[i, 1] p_z = points[i, 2] u =\",\n \"fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type) if name:\",\n \"w + 1, 0] = 0 except: #print(\\\"out of bounds\\\")\",\n \"= np.dot(points, rot_mat.T) points = np.add(points, trans[0, :]) for i\",\n \"__init__(self, p_visu, writer=None): if p_visu[-1] != '/': p_visu = p_visu\",\n \"point_nr,3 \\\"\\\"\\\" if c == 'b': k = 245 elif\",\n \"im = np.array(Image.open( images_path + unique_desig + '.png')) # laval\",\n \":, :]) points = np.dot(points, rot.T) points = np.add(points, t[0,\",\n \"rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not implemented.') w\",\n \":= ture -> stores the image to standard path path\",\n \"+ tag, p_store=self.p_visu) if self.writer is not None: self.writer.add_image(tag, img_d.astype(\",\n \"import numpy as np import k3d class Visualizer(): def __init__(self,\",\n \"== 'g': k = 25811000 elif c1 == 'r': k\",\n \"from scipy.spatial.transform import Rotation as R from helper import re_quat\",\n \"cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax,\",\n \"== 'r': k = 11801000 elif c == 'black': k\",\n \"import re_quat import copy import torch import numpy as np\",\n \"R from helper import re_quat import copy import torch import\",\n \"\\\"\\\"\\\" tag := tensorboard tag epoch := tensorboard epoche store\",\n \"- w:v + w + 1, u - w:u +\",\n \"np.array(Image.open( images_path + unique_desig[0] + '-color.png')) # ycb else: im\",\n \"tag, epoch, img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False,\",\n \"rot.T) points = np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy\",\n \"def plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2,\",\n \"int(((p_y / p_z) * cam_fy) + cam_cy) try: img_d[v -\",\n \"isinstance(b, dict): rmin = b['rmin'] rmax = b['rmax'] cmin =\",\n \"tensorboard tag epoch := tensorboard epoche store := ture ->\",\n \"= k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points = k3d.points(y,\",\n \"def plot_estimated_pose(self, tag, epoch, img, points, trans=[[0, 0, 0]], rot_mat=[[1,\",\n \"if store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\\\"IMAGE D:\\\" ,img_d,img_d.shape )\",\n \"not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005,\",\n \"type not implemented.') w = 2 if type(unique_desig) != str:\",\n \"b['cmin'] cmax = b['cmax'] # ToDo check Input data img_d\",\n \"seq_data self.images_path = images_path self.output_path = output_path def plot_points_on_image(self, seq_no,\",\n \"== 'ground_truth': # ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat\",\n \"Image.fromarray(img_d) if jupyter: display(img_disp) if store: outpath = output_path +\",\n \"+ 1, 1] = 255 img_d[v - w:v + w\",\n \"'r': k = 11801000 elif c == 'black': k =\",\n \"= 25811000 elif c1 == 'r': k = 11801000 elif\",\n \"10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\\\".format( self.output_path, seq_no, video_name)\",\n \"points:= points of the object model [length,x,y,z] trans: [1,3] rot:\",\n \"2580 if c2 == 'b': k2 = 245 elif c2\",\n \"point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display() def plot_two_pcd(x,\",\n \":= != None creats the path and store to it\",\n \"cmax_mi:cmax_ma, :] = c print(\\\"STORE\\\", store) img_d = img_d.astype(np.uint8) if\",\n \"* cam_fx) + cam_cx) v = int(((p_y / p_z) *\",\n \"trans: [1,3] rot: [3,3] \\\"\\\"\\\" img_d = copy.deepcopy(img) points =\",\n \"b['rmax'] cmin = b['cmin'] cmax = b['cmax'] # ToDo check\",\n \"str_width) rmax_mi = max(0, rmax - str_width) rmax_ma = min(img_d.shape[0],\",\n \"[0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2):\",\n \"images_path, output_path=None): self.seq_data = seq_data self.images_path = images_path self.output_path =\",\n \":]) points = np.dot(points, rot.T) points = np.add(points, t[0, :])\",\n \"img_disp.save(outpath, \\\"PNG\\\", compress_level=1) print(\\\"Saved image to {}\\\".format(outpath)) def save_sequence(self, seq_no,\",\n \"seq_data, images_path, output_path=None): self.seq_data = seq_data self.images_path = images_path self.output_path\",\n \"not implemented.') w = 2 if type(unique_desig) != str: im\",\n \"= dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i\",\n \"# final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy(\",\n \"str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :] =\",\n \"colors = np.ones(x.shape[0]) * k plot = k3d.plot(name='points') plt_points =\",\n \"= '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no) cmd\",\n \"elif c2 == 'black': k2 = 2580 else: k2 =\",\n \"display(Image.fromarray(img_d)) if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch,\",\n \"= k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d'\",\n \"= max(0, cmax - str_width) cmax_ma = min(img_d.shape[1], cmax +\",\n \"R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': # filter pred t =\",\n \"k = 11801000 elif c1 == 'black': k = 2580\",\n \"path := != None creats the path and store to\",\n \"+ str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :]\",\n \"cam_fy) + cam_cy) try: img_d[v - w:v + w +\",\n \"rmin = b['rmin'] rmax = b['rmax'] cmin = b['cmin'] cmax\",\n \"255 img_d[v - w:v + w + 1, u -\",\n \"unique_desig[0] + '-color.png')) # ycb else: im = np.array(Image.open( images_path\",\n \"img_d = copy.deepcopy(img) points = np.dot(points, rot_mat.T) points = np.add(points,\",\n \"= int(((p_y / p_z) * cam_fy) + cam_cy) try: img_d[v\",\n \"pass img_disp = Image.fromarray(img_d) if jupyter: display(img_disp) if store: outpath\",\n \"c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :] =\",\n \"img, points, trans=[[0, 0, 0]], rot_mat=[[1, 0, 0], [0, 1,\",\n \"rmin - str_width) rmin_ma = min(img_d.shape[0], rmin + str_width) rmax_mi\",\n \"+ str_width) cmax_mi = max(0, cmax - str_width) cmax_ma =\",\n \"= c print(\\\"STORE\\\", store) img_d = img_d.astype(np.uint8) if store: #store_ar\",\n \"c1 == 'black': k = 2580 else: k = 2580\",\n \"path/tag.png img:= original_image, [widht,height,RGB] points:= points of the object model\",\n \"= 0 img_d[v - w:v + w + 1, u\",\n \"= np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0]) * k2 plot\",\n \"img_disp = Image.fromarray(img_d) if jupyter: display(img_disp) if store: outpath =\",\n \":] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma,\",\n \"* k col2 = np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points')\",\n \"0], [0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False,\",\n \"str_width) cmin_ma = min(img_d.shape[1], cmin + str_width) cmax_mi = max(0,\",\n \"plot += plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot +=\",\n \"- w:u + w + 1, 1] = 255 img_d[v\",\n \",img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if self.writer is\",\n \"= b['cmax'] # ToDo check Input data img_d = np.array(copy.deepcopy(img))\",\n \"+ 1, 0] = 0 except: #print(\\\"out of bounds\\\") pass\",\n \"elif c1 == 'r': k = 11801000 elif c1 ==\",\n \":]) for i in range(0, points.shape[0]): p_x = points[i, 0]\",\n \"not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img, points, trans=[[0,\",\n \"dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \\\"\\\"\\\" x: point_nr,3 \\\"\\\"\\\" if\",\n \"plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader =\",\n \"PIL import Image from visu.helper_functions import save_image from scipy.spatial.transform import\",\n \"frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not\",\n \":] = c print(\\\"STORE\\\", store) img_d = img_d.astype(np.uint8) if store:\",\n \"np import sys import os from PIL import Image from\",\n \"range(0, points.shape[0]): p_x = points[i, 0] p_y = points[i, 1]\",\n \"[3,3] \\\"\\\"\\\" img_d = copy.deepcopy(img) points = np.dot(points, rot_mat.T) points\",\n \"cmax=0, str_width=2, store=False, jupyter=False, b=None): \\\"\\\"\\\" tag := tensorboard tag\",\n \"== 'b': k = 245 elif c1 == 'g': k\",\n \"c2 == 'black': k2 = 2580 else: k2 = 2580\",\n \"'g': k2 = 25811000 elif c2 == 'r': k2 =\",\n \"== 'black': k2 = 2580 else: k2 = 2580 col1\",\n \"output_path = self.output_path frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if\",\n \"plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader =\",\n \"c = [0, 0, 255] rmin_mi = max(0, rmin -\",\n \"255] rmin_mi = max(0, rmin - str_width) rmin_ma = min(img_d.shape[0],\",\n \"bounds\\\") pass img_disp = Image.fromarray(img_d) if jupyter: display(img_disp) if store:\",\n \"x: point_nr,3 \\\"\\\"\\\" if c == 'b': k = 245\",\n \") save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if self.writer is not\",\n \"points = np.dot(points, rot_mat.T) points = np.add(points, trans[0, :]) for\",\n \"elif pose_type == 'final_pred_obs': # final pred t = np.array(frame['final_pred_obs']['t']).reshape(1,\",\n \"2580 col1 = np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0]) *\",\n \"store: outpath = output_path + \\\\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath,\",\n \"+ 1, 0] = 0 except: #print(\\\"out of bounce\\\") pass\",\n \"= 0 except: #print(\\\"out of bounds\\\") pass img_disp = Image.fromarray(img_d)\",\n \"+ w + 1, 0] = 0 img_d[v - w:v\",\n \"k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points = k3d.points(y, col2.astype(np.uint32),\",\n \"self.plot_points_on_image(seq_no, fn, False, True, pose_type) if name: video_name = '{}_{}_{}'.format(name,\",\n \"in range(0, points.shape[0]): p_x = points[i, 0] p_y = points[i,\",\n \"is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x,\",\n \"images_path + unique_desig + '.png')) # laval img_d = copy.deepcopy(im)\",\n \"== 'g': k2 = 25811000 elif c2 == 'r': k2\",\n \"w:u + w + 1, 1] = 255 img_d[v -\",\n \"seq_no, pose_type='filtered', name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False,\",\n \"!= '/': p_visu = p_visu + '/' self.p_visu = p_visu\",\n \"k2 = 11801000 elif c2 == 'black': k2 = 2580\",\n \"= 245 elif c1 == 'g': k = 25811000 elif\",\n \"c1 == 'g': k = 25811000 elif c1 == 'r':\",\n \"cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\\\"STORE\\\",\",\n \"t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot\",\n \"display(img_disp) if store: outpath = output_path + \\\\ '{}_{}_{}.png'.format(pose_type, seq_no,\",\n \"range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type) if name: video_name =\",\n \"= np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points') plt_points = k3d.points(x,\",\n \"[0, 0, 255] rmin_mi = max(0, rmin - str_width) rmin_ma\",\n \"c1='g', c2='r'): if c1 == 'b': k = 245 elif\",\n \"scipy.spatial.transform import Rotation as R from helper import re_quat import\",\n \"= b['cmin'] cmax = b['cmax'] # ToDo check Input data\",\n \"* cam_fy) + cam_cy) try: img_d[v - w:v + w\",\n \"= seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': #\",\n \"plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points =\",\n \"p_store=self.p_visu) if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch,\",\n \"os from PIL import Image from visu.helper_functions import save_image from\",\n \"elif c == 'r': k = 11801000 elif c ==\",\n \"b['cmax'] # ToDo check Input data img_d = np.array(copy.deepcopy(img)) c\",\n \"stores the image to standard path path := != None\",\n \"jupyter=False, b=None): \\\"\\\"\\\" tag := tensorboard tag epoch := tensorboard\",\n \"25811000 elif c2 == 'r': k2 = 11801000 elif c2\",\n \"as R from helper import re_quat import copy import torch\",\n \"original_image, [widht,height,RGB] \\\"\\\"\\\" if isinstance(b, dict): rmin = b['rmin'] rmax\",\n \"points = np.add(points, trans[0, :]) for i in range(0, points.shape[0]):\",\n \"# ToDo check Input data img_d = np.array(copy.deepcopy(img)) c =\",\n \"'black': k = 2580 else: k = 2580 if c2\",\n \"#print(\\\"IMAGE D:\\\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if\",\n \"img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c\",\n \"min(img_d.shape[0], rmax + str_width) cmin_mi = max(0, cmin - str_width)\",\n \"cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \\\"\\\"\\\" tag :=\",\n \"= int(((p_x / p_z) * cam_fx) + cam_cx) v =\",\n \"\\\"cd {} && ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec mpeg4\",\n \"#print(\\\"out of bounce\\\") pass if jupyter: display(Image.fromarray(img_d)) if store: #store_ar\",\n \"= frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': # ground truth t\",\n \"i in range(0, points.shape[0]): p_x = points[i, 0] p_y =\",\n \"video_name = '{}_{}'.format(pose_type, seq_no) cmd = \\\"cd {} && ffmpeg\",\n \"pose_type == 'ground_truth': # ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3)\",\n \"if type(unique_desig) != str: im = np.array(Image.open( images_path + unique_desig[0]\",\n \"save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer\",\n \"p_visu[-1] != '/': p_visu = p_visu + '/' self.p_visu =\",\n \"= re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type ==\",\n \"= dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]): p_x = points[i,\",\n \"= re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose\",\n \"== 'b': k2 = 245 elif c2 == 'g': k2\",\n \"store=False, pose_type='filtered'): seq_data = self.seq_data images_path = self.images_path output_path =\",\n \"cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \\\"\\\"\\\" tag := tensorboard tag\",\n \"writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img,\",\n \"'black': k2 = 2580 else: k2 = 2580 col1 =\",\n \"trans[0, :]) for i in range(0, points.shape[0]): p_x = points[i,\",\n \"cmax - str_width) cmax_ma = min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma,\",\n \"tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer is not None:\",\n \"1, 0] = 0 except: #print(\\\"out of bounds\\\") pass img_disp\",\n \"rot_mat=[[1, 0, 0], [0, 1, 0], [0, 0, 1]], cam_cx=0,\",\n \"= max(0, cmin - str_width) cmin_ma = min(img_d.shape[1], cmin +\",\n \"(img_d* 255).round().astype(np.uint8) #print(\\\"IMAGE D:\\\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag,\",\n \"rmax = b['rmax'] cmin = b['cmin'] cmax = b['cmax'] #\",\n \"= (img_d* 255).round().astype(np.uint8) #print(\\\"IMAGE D:\\\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) +\",\n \"plot_estimated_pose(self, tag, epoch, img, points, trans=[[0, 0, 0]], rot_mat=[[1, 0,\",\n \"global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0, cmin=0,\",\n \"= img_d.astype(np.uint8) if store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch)\",\n \"seq_no, frame_no) img_disp.save(outpath, \\\"PNG\\\", compress_level=1) print(\\\"Saved image to {}\\\".format(outpath)) def\",\n \"+ '/' self.p_visu = p_visu self.writer = writer if not\",\n \"0] = 0 except: #print(\\\"out of bounds\\\") pass img_disp =\",\n \"import sys import os from PIL import Image from visu.helper_functions\",\n \"import torch import numpy as np import k3d class Visualizer():\",\n \"pose_type == 'filtered': # filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3)\",\n \"= np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot =\",\n \"numpy as np import sys import os from PIL import\",\n \"if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img, points,\",\n \"else: k2 = 2580 col1 = np.ones(x.shape[0]) * k col2\",\n \"path/tag.png img:= original_image, [widht,height,RGB] \\\"\\\"\\\" if isinstance(b, dict): rmin =\",\n \"3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif\",\n \"+ unique_desig + '.png')) # laval img_d = copy.deepcopy(im) dl_dict\",\n \"np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix()\",\n \"np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix()\",\n \"cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None): \\\"\\\"\\\" tag := tensorboard\",\n \"tag, p_store=self.p_visu) if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8),\",\n \"max(0, cmax - str_width) cmax_ma = min(img_d.shape[1], cmax + str_width)\",\n \"True, pose_type) if name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else:\",\n \"points[i, 2] u = int(((p_x / p_z) * cam_fx) +\",\n \"1, u - w:u + w + 1, 1] =\",\n \"+ w + 1, 0] = 0 except: #print(\\\"out of\",\n \"2] u = int(((p_x / p_z) * cam_fx) + cam_cx)\",\n \"+ 1, u - w:u + w + 1, 0]\",\n \"t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot\",\n \"point_size=0.005, c1='g', c2='r'): if c1 == 'b': k = 245\",\n \"+ cam_cy) try: img_d[v - w:v + w + 1,\",\n \"= b['rmax'] cmin = b['cmin'] cmax = b['cmax'] # ToDo\",\n \"point_size=point_size) plot += plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot\",\n \"cmin_ma = min(img_d.shape[1], cmin + str_width) cmax_mi = max(0, cmax\",\n \"img_d = copy.deepcopy(im) dl_dict = frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0,\",\n \"[1,3] rot: [3,3] \\\"\\\"\\\" img_d = copy.deepcopy(img) points = np.dot(points,\",\n \"from PIL import Image from visu.helper_functions import save_image from scipy.spatial.transform\",\n \"image to standard path path := != None creats the\",\n \"as np import k3d class Visualizer(): def __init__(self, p_visu, writer=None):\",\n \"np.array(Image.open( images_path + unique_desig + '.png')) # laval img_d =\",\n \"p_z = points[i, 2] u = int(((p_x / p_z) *\",\n \"'filtered': # filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat =\",\n \"pass if jupyter: display(Image.fromarray(img_d)) if store: #store_ar = (img_d* 255).round().astype(np.uint8)\",\n \"standard path path := != None creats the path and\",\n \"- str_width) cmax_ma = min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax,\",\n \"bounce\\\") pass if jupyter: display(Image.fromarray(img_d)) if store: #store_ar = (img_d*\",\n \"= 2580 col1 = np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0])\",\n \"np.dot(points, rot.T) points = np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0]\",\n \"+ '.png')) # laval img_d = copy.deepcopy(im) dl_dict = frame['dl_dict']\",\n \"points = np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy =\",\n \"it path/tag.png img:= original_image, [widht,height,RGB] points:= points of the object\",\n \"'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': # filter\",\n \"= 11801000 elif c2 == 'black': k2 = 2580 else:\",\n \"pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz')\",\n \"R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not implemented.') w = 2\",\n \"check Input data img_d = np.array(copy.deepcopy(img)) c = [0, 0,\",\n \"if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC')\",\n \"np.ones(x.shape[0]) * k plot = k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32),\",\n \"def plot_pcd(x, point_size=0.005, c='g'): \\\"\\\"\\\" x: point_nr,3 \\\"\\\"\\\" if c\",\n \"= output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data\",\n \"0, 255] rmin_mi = max(0, rmin - str_width) rmin_ma =\",\n \"25811000 elif c == 'r': k = 11801000 elif c\",\n \"rot: [3,3] \\\"\\\"\\\" img_d = copy.deepcopy(img) points = np.dot(points, rot_mat.T)\",\n \"= self.images_path output_path = self.output_path frame = seq_data[seq_no][frame_no] unique_desig =\",\n \"0, 0], [0, 1, 0], [0, 0, 1]], cam_cx=0, cam_cy=0,\",\n \"= np.dot(points, rot.T) points = np.add(points, t[0, :]) cam_cx =\",\n \"c2='r'): if c1 == 'b': k = 245 elif c1\",\n \"\\\"\\\"\\\" if c == 'b': k = 245 elif c\",\n \"to standard path path := != None creats the path\",\n \"def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if c1 == 'b':\",\n \"original_image, [widht,height,RGB] points:= points of the object model [length,x,y,z] trans:\",\n \"helper import re_quat import copy import torch import numpy as\",\n \"seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points, rot.T) points = np.add(points,\",\n \"1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \\\"\\\"\\\" tag\",\n \"== 'black': k = 2580 else: k = 2580 colors\",\n \"'final_pred_obs': # final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat =\",\n \"# ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy(\",\n \"min(img_d.shape[1], cmin + str_width) cmax_mi = max(0, cmax - str_width)\",\n \"- str_width) rmax_ma = min(img_d.shape[0], rmax + str_width) cmin_mi =\",\n \"try: img_d[v - w:v + w + 1, u -\",\n \"filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']),\",\n \"images_path = self.images_path output_path = self.output_path frame = seq_data[seq_no][frame_no] unique_desig\",\n \"k = 245 elif c == 'g': k = 25811000\",\n \"str_width) cmax_mi = max(0, cmax - str_width) cmax_ma = min(img_d.shape[1],\",\n \"jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data images_path = self.images_path output_path\",\n \"'/' self.p_visu = p_visu self.writer = writer if not os.path.exists(self.p_visu):\",\n \"tag epoch := tensorboard epoche store := ture -> stores\",\n \"w:u + w + 1, 0] = 0 img_d[v -\",\n \"25811000 elif c1 == 'r': k = 11801000 elif c1\",\n \"/ p_z) * cam_fx) + cam_cx) v = int(((p_y /\",\n \"#store_ar = (img_d* 255).round().astype(np.uint8) #print(\\\"IMAGE D:\\\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch)\",\n \"self.images_path = images_path self.output_path = output_path def plot_points_on_image(self, seq_no, frame_no,\",\n \"0 except: #print(\\\"out of bounds\\\") pass img_disp = Image.fromarray(img_d) if\",\n \"cmax = b['cmax'] # ToDo check Input data img_d =\",\n \"np import k3d class Visualizer(): def __init__(self, p_visu, writer=None): if\",\n \"k = 25811000 elif c == 'r': k = 11801000\",\n \"= min(img_d.shape[1], cmin + str_width) cmax_mi = max(0, cmax -\",\n \"k = 2580 if c2 == 'b': k2 = 245\",\n \"import k3d class Visualizer(): def __init__(self, p_visu, writer=None): if p_visu[-1]\",\n \"'/': p_visu = p_visu + '/' self.p_visu = p_visu self.writer\",\n \"k2 = 25811000 elif c2 == 'r': k2 = 11801000\",\n \"frame_no) img_disp.save(outpath, \\\"PNG\\\", compress_level=1) print(\\\"Saved image to {}\\\".format(outpath)) def save_sequence(self,\",\n \"# filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy(\",\n \"str: im = np.array(Image.open( images_path + unique_desig[0] + '-color.png')) #\",\n \"the path and store to it path/tag.png img:= original_image, [widht,height,RGB]\",\n \"if p_visu[-1] != '/': p_visu = p_visu + '/' self.p_visu\",\n \"u - w:u + w + 1, 0] = 0\",\n \"w + 1, 0] = 0 img_d[v - w:v +\",\n \"numpy as np import k3d class Visualizer(): def __init__(self, p_visu,\",\n \"c2 == 'g': k2 = 25811000 elif c2 == 'r':\",\n \"tag=str(epoch) + tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer is\",\n \"unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': # ground truth\",\n \"p_visu self.writer = writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self,\",\n \"points[i, 0] p_y = points[i, 1] p_z = points[i, 2]\",\n \"re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered':\",\n \"copy import torch import numpy as np import k3d class\",\n \"__init__(self, seq_data, images_path, output_path=None): self.seq_data = seq_data self.images_path = images_path\",\n \"self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch, img,\",\n \"+ \\\\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \\\"PNG\\\", compress_level=1) print(\\\"Saved image\",\n \"+ tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer is not\",\n \"+ 1, 0] = 0 img_d[v - w:v + w\",\n \"= 25811000 elif c2 == 'r': k2 = 11801000 elif\",\n \"output_path + \\\\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \\\"PNG\\\", compress_level=1) print(\\\"Saved\",\n \"of bounce\\\") pass if jupyter: display(Image.fromarray(img_d)) if store: #store_ar =\",\n \"Visualizer(): def __init__(self, p_visu, writer=None): if p_visu[-1] != '/': p_visu\",\n \"class SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None): self.seq_data = seq_data\",\n \"img_d = np.array(copy.deepcopy(img)) c = [0, 0, 255] rmin_mi =\",\n \"save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if self.writer is not None:\",\n \"= np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot =\",\n \"seq_data = self.seq_data images_path = self.images_path output_path = self.output_path frame\",\n \"self.output_path frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type ==\",\n \"k plot = k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot\",\n \"ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]),\",\n \"re_quat import copy import torch import numpy as np import\",\n \"= frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot =\",\n \"= 11801000 elif c1 == 'black': k = 2580 else:\",\n \"store := ture -> stores the image to standard path\",\n \"dict): rmin = b['rmin'] rmax = b['rmax'] cmin = b['cmin']\",\n \"c1 == 'r': k = 11801000 elif c1 == 'black':\",\n \"points = np.dot(points, rot.T) points = np.add(points, t[0, :]) cam_cx\",\n \"rot_quat = re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type\",\n \"== 'filtered': # filter pred t = np.array(frame['filter_pred']['t']).reshape(1, 3) rot_quat\",\n \"0, 0]], rot_mat=[[1, 0, 0], [0, 1, 0], [0, 0,\",\n \"w + 1, 0] = 0 except: #print(\\\"out of bounce\\\")\",\n \"pose_type='filtered'): seq_data = self.seq_data images_path = self.images_path output_path = self.output_path\",\n \"t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx =\",\n \"= output_path + \\\\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \\\"PNG\\\", compress_level=1)\",\n \"img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c\",\n \"print(\\\"Saved image to {}\\\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''): for\",\n \"np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \\\"\\\"\\\" x: point_nr,3\",\n \"(img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d))\",\n \"str_width) rmin_ma = min(img_d.shape[0], rmin + str_width) rmax_mi = max(0,\",\n \"else: video_name = '{}_{}'.format(pose_type, seq_no) cmd = \\\"cd {} &&\",\n \"= \\\"cd {} && ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec\",\n \":]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2]\",\n \"data img_d = np.array(copy.deepcopy(img)) c = [0, 0, 255] rmin_mi\",\n \"= 25811000 elif c == 'r': k = 11801000 elif\",\n \"rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None): \\\"\\\"\\\" tag\",\n \"+ unique_desig[0] + '-color.png')) # ycb else: im = np.array(Image.open(\",\n \"# ycb else: im = np.array(Image.open( images_path + unique_desig +\",\n \"points.shape[0]): p_x = points[i, 0] p_y = points[i, 1] p_z\",\n \"rmax_mi = max(0, rmax - str_width) rmax_ma = min(img_d.shape[0], rmax\",\n \"-> stores the image to standard path path := !=\",\n \"c == 'b': k = 245 elif c == 'g':\",\n \"dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3]\",\n \"display(Image.fromarray(img_d)) if store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\\\"IMAGE D:\\\" ,img_d,img_d.shape\",\n \"- w:u + w + 1, 0] = 0 except:\",\n \"w = 2 if type(unique_desig) != str: im = np.array(Image.open(\",\n \"'r': k = 11801000 elif c1 == 'black': k =\",\n \"'{}_{}_{}'.format(name, pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no) cmd =\",\n \"elif c2 == 'g': k2 = 25811000 elif c2 ==\",\n \"import copy import torch import numpy as np import k3d\",\n \"self.p_visu = p_visu self.writer = writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu)\",\n \"print(\\\"STORE\\\", store) img_d = img_d.astype(np.uint8) if store: #store_ar = (img_d*\",\n \"cam_fy = dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]): p_x =\",\n \"= min(img_d.shape[0], rmax + str_width) cmin_mi = max(0, cmin -\",\n \"except: #print(\\\"out of bounds\\\") pass img_disp = Image.fromarray(img_d) if jupyter:\",\n \"to it path/tag.png img:= original_image, [widht,height,RGB] \\\"\\\"\\\" if isinstance(b, dict):\",\n \"int(((p_x / p_z) * cam_fx) + cam_cx) v = int(((p_y\",\n \"re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type\",\n \"def __init__(self, seq_data, images_path, output_path=None): self.seq_data = seq_data self.images_path =\",\n \"cam_cy) try: img_d[v - w:v + w + 1, u\",\n \"if store: outpath = output_path + \\\\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no)\",\n \"k2 plot = k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot\",\n \"p_z) * cam_fx) + cam_cx) v = int(((p_y / p_z)\",\n \"it path/tag.png img:= original_image, [widht,height,RGB] \\\"\\\"\\\" if isinstance(b, dict): rmin\",\n \"11801000 elif c1 == 'black': k = 2580 else: k\",\n \"= '{}_{}'.format(pose_type, seq_no) cmd = \\\"cd {} && ffmpeg -r\",\n \"for i in range(0, points.shape[0]): p_x = points[i, 0] p_y\",\n \"seq_no) cmd = \\\"cd {} && ffmpeg -r 10 -i\",\n \"= k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points\",\n \"- str_width) cmin_ma = min(img_d.shape[1], cmin + str_width) cmax_mi =\",\n \"pose_type) if name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name\",\n \"frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': #\",\n \"k = 11801000 elif c == 'black': k = 2580\",\n \"max(0, rmin - str_width) rmin_ma = min(img_d.shape[0], rmin + str_width)\",\n \"elif c1 == 'black': k = 2580 else: k =\",\n \"import save_image from scipy.spatial.transform import Rotation as R from helper\",\n \"store to it path/tag.png img:= original_image, [widht,height,RGB] \\\"\\\"\\\" if isinstance(b,\",\n \"cmd = \\\"cd {} && ffmpeg -r 10 -i ./filtered_{}_%d.png\",\n \":] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\\\"STORE\\\", store)\",\n \"epoche store := ture -> stores the image to standard\",\n \"+ str_width) rmax_mi = max(0, rmax - str_width) rmax_ma =\",\n \"frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points,\",\n \"'b': k = 245 elif c == 'g': k =\",\n \"+= plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points\",\n \"= np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1]\",\n \"1] p_z = points[i, 2] u = int(((p_x / p_z)\",\n \"= 2580 else: k = 2580 if c2 == 'b':\",\n \"3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else:\",\n \"in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type) if name: video_name\",\n \"k = 2580 colors = np.ones(x.shape[0]) * k plot =\",\n \"dataformats='HWC') def plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0, cmin=0, cmax=0,\",\n \"points, trans=[[0, 0, 0]], rot_mat=[[1, 0, 0], [0, 1, 0],\",\n \"'ground_truth': # ground truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat =\",\n \"elif c1 == 'g': k = 25811000 elif c1 ==\",\n \"image to {}\\\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''): for fn\",\n \"== 'b': k = 245 elif c == 'g': k\",\n \"+ str_width) cmin_mi = max(0, cmin - str_width) cmin_ma =\",\n \"Rotation as R from helper import re_quat import copy import\",\n \"plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False,\",\n \"plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data images_path\",\n \"copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points, rot.T) points =\",\n \"u - w:u + w + 1, 1] = 255\",\n \"y, point_size=0.005, c1='g', c2='r'): if c1 == 'b': k =\",\n \"rmin_mi = max(0, rmin - str_width) rmin_ma = min(img_d.shape[0], rmin\",\n \"jupyter: display(Image.fromarray(img_d)) if store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\\\"IMAGE D:\\\"\",\n \"= max(0, rmin - str_width) rmin_ma = min(img_d.shape[0], rmin +\",\n \"str_width) rmax_ma = min(img_d.shape[0], rmax + str_width) cmin_mi = max(0,\",\n \"img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c\",\n \"1, 0], [0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False,\",\n \"np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch, img, rmin=0, rmax=0,\",\n \"= 245 elif c == 'g': k = 25811000 elif\",\n \"if pose_type == 'ground_truth': # ground truth t = frame['dl_dict']['gt_trans'].reshape(1,\",\n \"None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'):\",\n \"rot_mat.T) points = np.add(points, trans[0, :]) for i in range(0,\",\n \"plot = k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot +=\",\n \"if c1 == 'b': k = 245 elif c1 ==\",\n \"cam_fx) + cam_cx) v = int(((p_y / p_z) * cam_fy)\",\n \"re_quat(copy.deepcopy( frame['filter_pred']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs':\",\n \"= points[i, 2] u = int(((p_x / p_z) * cam_fx)\",\n \"0 img_d[v - w:v + w + 1, u -\",\n \"point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display() class SequenceVisualizer():\",\n \"seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': # ground\",\n \"2580 else: k = 2580 if c2 == 'b': k2\",\n \"import Rotation as R from helper import re_quat import copy\",\n \"ycb else: im = np.array(Image.open( images_path + unique_desig + '.png'))\",\n \"class Visualizer(): def __init__(self, p_visu, writer=None): if p_visu[-1] != '/':\",\n \"!= None creats the path and store to it path/tag.png\",\n \"the object model [length,x,y,z] trans: [1,3] rot: [3,3] \\\"\\\"\\\" img_d\",\n \"k = 25811000 elif c1 == 'r': k = 11801000\",\n \"col1 = np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0]) * k2\",\n \"= p_visu self.writer = writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def\",\n \"plt_points.shader = '3d' plot.display() class SequenceVisualizer(): def __init__(self, seq_data, images_path,\",\n \"import os from PIL import Image from visu.helper_functions import save_image\",\n \"frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data images_path = self.images_path\",\n \"k = 2580 else: k = 2580 colors = np.ones(x.shape[0])\",\n \"Exception('Pose type not implemented.') w = 2 if type(unique_desig) !=\",\n \"'.png')) # laval img_d = copy.deepcopy(im) dl_dict = frame['dl_dict'] points\",\n \"pose_type == 'final_pred_obs': # final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3)\",\n \"if jupyter: display(img_disp) if store: outpath = output_path + \\\\\",\n \"laval img_d = copy.deepcopy(im) dl_dict = frame['dl_dict'] points = copy.deepcopy(\",\n \"k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display()\",\n \"the image to standard path path := != None creats\",\n \"= copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points, rot.T) points\",\n \"implemented.') w = 2 if type(unique_desig) != str: im =\",\n \"= Image.fromarray(img_d) if jupyter: display(img_disp) if store: outpath = output_path\",\n \"cam_fy=0, store=False, jupyter=False, w=2): \\\"\\\"\\\" tag := tensorboard tag epoch\",\n \"cmin_mi = max(0, cmin - str_width) cmin_ma = min(img_d.shape[1], cmin\",\n \"# laval img_d = copy.deepcopy(im) dl_dict = frame['dl_dict'] points =\",\n \"= np.ones(x.shape[0]) * k plot = k3d.plot(name='points') plt_points = k3d.points(x,\",\n \"+= plt_points plt_points.shader = '3d' plot.display() class SequenceVisualizer(): def __init__(self,\",\n \"path and store to it path/tag.png img:= original_image, [widht,height,RGB] \\\"\\\"\\\"\",\n \"type(unique_desig) != str: im = np.array(Image.open( images_path + unique_desig[0] +\",\n \"= 2580 else: k2 = 2580 col1 = np.ones(x.shape[0]) *\",\n \"0] p_y = points[i, 1] p_z = points[i, 2] u\",\n \"writer=None): if p_visu[-1] != '/': p_visu = p_visu + '/'\",\n \"points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points = np.dot(points, rot.T)\",\n \"im = np.array(Image.open( images_path + unique_desig[0] + '-color.png')) # ycb\",\n \"np.dot(points, rot_mat.T) points = np.add(points, trans[0, :]) for i in\",\n \"name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type,\",\n \"p_visu = p_visu + '/' self.p_visu = p_visu self.writer =\",\n \"- str_width) rmin_ma = min(img_d.shape[0], rmin + str_width) rmax_mi =\",\n \"dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]): p_x = points[i, 0]\",\n \"def __init__(self, p_visu, writer=None): if p_visu[-1] != '/': p_visu =\",\n \"'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': # final\",\n \"img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\\\"STORE\\\", store) img_d = img_d.astype(np.uint8)\",\n \"+ w + 1, 1] = 255 img_d[v - w:v\",\n \"== 'r': k2 = 11801000 elif c2 == 'black': k2\",\n \"+ w + 1, u - w:u + w +\",\n \"= p_visu + '/' self.p_visu = p_visu self.writer = writer\",\n \"k = 245 elif c1 == 'g': k = 25811000\",\n \"D:\\\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if self.writer\",\n \"cam_cx) v = int(((p_y / p_z) * cam_fy) + cam_cy)\",\n \"store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\\\"IMAGE D:\\\" ,img_d,img_d.shape ) save_image(img_d,\",\n \"\\\"PNG\\\", compress_level=1) print(\\\"Saved image to {}\\\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered',\",\n \"img_d = img_d.astype(np.uint8) if store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d,\",\n \"c='g'): \\\"\\\"\\\" x: point_nr,3 \\\"\\\"\\\" if c == 'b': k\",\n \"= 2 if type(unique_desig) != str: im = np.array(Image.open( images_path\",\n \"tag=str(epoch) + tag, p_store=self.p_visu) if self.writer is not None: self.writer.add_image(tag,\",\n \"plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if c1 == 'b': k\",\n \"/ p_z) * cam_fy) + cam_cy) try: img_d[v - w:v\",\n \"images_path self.output_path = output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False,\",\n \"img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \\\"\\\"\\\" x:\",\n \"seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no) cmd = \\\"cd {}\",\n \"seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data images_path =\",\n \"self.images_path output_path = self.output_path frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0]\",\n \"2 if type(unique_desig) != str: im = np.array(Image.open( images_path +\",\n \"k2 = 2580 else: k2 = 2580 col1 = np.ones(x.shape[0])\",\n \"epoch, img, points, trans=[[0, 0, 0]], rot_mat=[[1, 0, 0], [0,\",\n \"tag, epoch, img, points, trans=[[0, 0, 0]], rot_mat=[[1, 0, 0],\",\n \"frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth':\",\n \"#store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if\",\n \"if jupyter: display(Image.fromarray(img_d)) if self.writer is not None: self.writer.add_image(tag, img_d.astype(\",\n \"= k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d'\",\n \"cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax,\",\n \"p_visu + '/' self.p_visu = p_visu self.writer = writer if\",\n \"os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img, points, trans=[[0, 0, 0]],\",\n \"k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points\",\n \"pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz')\",\n \"'r': k2 = 11801000 elif c2 == 'black': k2 =\",\n \"point_size=0.005, c='g'): \\\"\\\"\\\" x: point_nr,3 \\\"\\\"\\\" if c == 'b':\",\n \"else: raise Exception('Pose type not implemented.') w = 2 if\",\n \"{}\\\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''): for fn in range(len(self.seq_data)):\",\n \"= min(img_d.shape[0], rmin + str_width) rmax_mi = max(0, rmax -\",\n \"except: #print(\\\"out of bounce\\\") pass if jupyter: display(Image.fromarray(img_d)) if store:\",\n \"= min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c\",\n \"to {}\\\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''): for fn in\",\n \"global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \\\"\\\"\\\" x: point_nr,3 \\\"\\\"\\\"\",\n \"= c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\\\"STORE\\\", store) img_d\",\n \"else: k = 2580 if c2 == 'b': k2 =\",\n \"dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i in\",\n \"tensorboard epoche store := ture -> stores the image to\",\n \"rmax_ma = min(img_d.shape[0], rmax + str_width) cmin_mi = max(0, cmin\",\n \"w + 1, u - w:u + w + 1,\",\n \"= self.output_path frame = seq_data[seq_no][frame_no] unique_desig = frame['dl_dict']['unique_desig'][0] if pose_type\",\n \"img_d.astype(np.uint8) if store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) +\",\n \"= np.array(Image.open( images_path + unique_desig[0] + '-color.png')) # ycb else:\",\n \"img:= original_image, [widht,height,RGB] \\\"\\\"\\\" if isinstance(b, dict): rmin = b['rmin']\",\n \"0] = 0 except: #print(\\\"out of bounce\\\") pass if jupyter:\",\n \"c == 'r': k = 11801000 elif c == 'black':\",\n \"self.seq_data images_path = self.images_path output_path = self.output_path frame = seq_data[seq_no][frame_no]\",\n \"== 'g': k = 25811000 elif c == 'r': k\",\n \"and store to it path/tag.png img:= original_image, [widht,height,RGB] points:= points\",\n \"name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type)\",\n \"c2 == 'r': k2 = 11801000 elif c2 == 'black':\",\n \"if isinstance(b, dict): rmin = b['rmin'] rmax = b['rmax'] cmin\",\n \"img:= original_image, [widht,height,RGB] points:= points of the object model [length,x,y,z]\",\n \"\\\"\\\"\\\" if isinstance(b, dict): rmin = b['rmin'] rmax = b['rmax']\",\n \"!= str: im = np.array(Image.open( images_path + unique_desig[0] + '-color.png'))\",\n \"w:u + w + 1, 0] = 0 except: #print(\\\"out\",\n \"= (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if jupyter:\",\n \"dl_dict = frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points\",\n \"255).round().astype(np.uint8) #print(\\\"IMAGE D:\\\" ,img_d,img_d.shape ) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu)\",\n \"cmax_ma = min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] =\",\n \"else: im = np.array(Image.open( images_path + unique_desig + '.png')) #\",\n \"11801000 elif c2 == 'black': k2 = 2580 else: k2\",\n \"pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no) cmd = \\\"cd\",\n \"def save_sequence(self, seq_no, pose_type='filtered', name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no,\",\n \"'g': k = 25811000 elif c == 'r': k =\",\n \"p_z) * cam_fy) + cam_cy) try: img_d[v - w:v +\",\n \"w=2): \\\"\\\"\\\" tag := tensorboard tag epoch := tensorboard epoche\",\n \"0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \\\"\\\"\\\"\",\n \"to it path/tag.png img:= original_image, [widht,height,RGB] points:= points of the\",\n \"= b['rmin'] rmax = b['rmax'] cmin = b['cmin'] cmax =\",\n \"pose_type='filtered', name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True,\",\n \"'3d' plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if c1\",\n \"self.output_path = output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'):\",\n \"= np.array(copy.deepcopy(img)) c = [0, 0, 255] rmin_mi = max(0,\",\n \"self.writer = writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag,\",\n \"save_sequence(self, seq_no, pose_type='filtered', name=''): for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn,\",\n \"jupyter=False, w=2): \\\"\\\"\\\" tag := tensorboard tag epoch := tensorboard\",\n \"str_width) cmax_ma = min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :]\",\n \"k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display()\",\n \"torch import numpy as np import k3d class Visualizer(): def\",\n \"1, 0] = 0 img_d[v - w:v + w +\",\n \"rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise\",\n \"= images_path self.output_path = output_path def plot_points_on_image(self, seq_no, frame_no, jupyter=False,\",\n \"+ cam_cx) v = int(((p_y / p_z) * cam_fy) +\",\n \"col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display() class\",\n \"= dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy =\",\n \"plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if c1 ==\",\n \"of the object model [length,x,y,z] trans: [1,3] rot: [3,3] \\\"\\\"\\\"\",\n \"255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if\",\n \"= 11801000 elif c == 'black': k = 2580 else:\",\n \"cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy\",\n \"#print(\\\"out of bounds\\\") pass img_disp = Image.fromarray(img_d) if jupyter: display(img_disp)\",\n \"rmax - str_width) rmax_ma = min(img_d.shape[0], rmax + str_width) cmin_mi\",\n \"-i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\\\".format( self.output_path, seq_no, video_name) os.system(cmd)\",\n \"cam_cy = dl_dict['cam_cal'][0][1] cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for\",\n \"'g': k = 25811000 elif c1 == 'r': k =\",\n \"-r 10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\\\".format( self.output_path, seq_no,\",\n \"cmin = b['cmin'] cmax = b['cmax'] # ToDo check Input\",\n \"'{}_{}'.format(pose_type, seq_no) cmd = \\\"cd {} && ffmpeg -r 10\",\n \"1, u - w:u + w + 1, 0] =\",\n \"0], [0, 1, 0], [0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0,\",\n \"c img_d[rmin:rmax, cmax_mi:cmax_ma, :] = c print(\\\"STORE\\\", store) img_d =\",\n \"= re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type ==\",\n \"plt_points.shader = '3d' plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'):\",\n \"raise Exception('Pose type not implemented.') w = 2 if type(unique_desig)\",\n \"c == 'g': k = 25811000 elif c == 'r':\",\n \"from visu.helper_functions import save_image from scipy.spatial.transform import Rotation as R\",\n \"\\\\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \\\"PNG\\\", compress_level=1) print(\\\"Saved image to\",\n \"str_width) cmin_mi = max(0, cmin - str_width) cmin_ma = min(img_d.shape[1],\",\n \"store to it path/tag.png img:= original_image, [widht,height,RGB] points:= points of\",\n \"[length,x,y,z] trans: [1,3] rot: [3,3] \\\"\\\"\\\" img_d = copy.deepcopy(img) points\",\n \"img_d[v - w:v + w + 1, u - w:u\",\n \"creats the path and store to it path/tag.png img:= original_image,\",\n \"[widht,height,RGB] \\\"\\\"\\\" if isinstance(b, dict): rmin = b['rmin'] rmax =\",\n \"2580 else: k = 2580 colors = np.ones(x.shape[0]) * k\",\n \"0] = 0 img_d[v - w:v + w + 1,\",\n \"elif c == 'black': k = 2580 else: k =\",\n \"fn, False, True, pose_type) if name: video_name = '{}_{}_{}'.format(name, pose_type,\",\n \"= copy.deepcopy(img) points = np.dot(points, rot_mat.T) points = np.add(points, trans[0,\",\n \"c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :] =\",\n \"k2 = 2580 col1 = np.ones(x.shape[0]) * k col2 =\",\n \"img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch, img, rmin=0,\",\n \"+= plt_points plt_points.shader = '3d' plot.display() def plot_two_pcd(x, y, point_size=0.005,\",\n \"trans=[[0, 0, 0]], rot_mat=[[1, 0, 0], [0, 1, 0], [0,\",\n \"245 elif c1 == 'g': k = 25811000 elif c1\",\n \"= k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot += plt_points\",\n \"plot.display() class SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None): self.seq_data =\",\n \"t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot\",\n \"col1.astype(np.uint32), point_size=point_size) plot += plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size)\",\n \"* k2 plot = k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size)\",\n \"ToDo check Input data img_d = np.array(copy.deepcopy(img)) c = [0,\",\n \"= 2580 if c2 == 'b': k2 = 245 elif\",\n \"col2 = np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points') plt_points =\",\n \"rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif pose_type\",\n \"k2 = 245 elif c2 == 'g': k2 = 25811000\",\n \":= tensorboard tag epoch := tensorboard epoche store := ture\",\n \"+ 1, u - w:u + w + 1, 1]\",\n \"= writer if not os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch,\",\n \"elif c2 == 'r': k2 = 11801000 elif c2 ==\",\n \"= max(0, rmax - str_width) rmax_ma = min(img_d.shape[0], rmax +\",\n \"* k plot = k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size)\",\n \"= '3d' plot.display() class SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None):\",\n \"= self.seq_data images_path = self.images_path output_path = self.output_path frame =\",\n \"245 elif c == 'g': k = 25811000 elif c\",\n \"str_width=2, store=False, jupyter=False, b=None): \\\"\\\"\\\" tag := tensorboard tag epoch\",\n \"np.add(points, t[0, :]) cam_cx = dl_dict['cam_cal'][0][0] cam_cy = dl_dict['cam_cal'][0][1] cam_fx\",\n \"= frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :]) points =\",\n \"rmin_ma = min(img_d.shape[0], rmin + str_width) rmax_mi = max(0, rmax\",\n \"frame['dl_dict']['unique_desig'][0] if pose_type == 'ground_truth': # ground truth t =\",\n \"max(0, cmin - str_width) cmin_ma = min(img_d.shape[1], cmin + str_width)\",\n \"os.path.exists(self.p_visu): os.makedirs(self.p_visu) def plot_estimated_pose(self, tag, epoch, img, points, trans=[[0, 0,\",\n \"store=False, jupyter=False, b=None): \\\"\\\"\\\" tag := tensorboard tag epoch :=\",\n \":] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma,\",\n \"k3d.plot(name='points') plt_points = k3d.points(x, colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader\",\n \"def plot_points_on_image(self, seq_no, frame_no, jupyter=False, store=False, pose_type='filtered'): seq_data = self.seq_data\",\n \"&& ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\\\".format(\",\n \"copy.deepcopy(im) dl_dict = frame['dl_dict'] points = copy.deepcopy( seq_data[seq_no][0]['dl_dict']['model_points'][0, :, :])\",\n \"= '3d' plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g', c2='r'): if\",\n \"if c2 == 'b': k2 = 245 elif c2 ==\",\n \"= 255 img_d[v - w:v + w + 1, u\",\n \"SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None): self.seq_data = seq_data self.images_path\",\n \"R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': # final pred t =\",\n \"== 'black': k = 2580 else: k = 2580 if\",\n \"- w:u + w + 1, 0] = 0 img_d[v\",\n \"\\\"\\\"\\\" x: point_nr,3 \\\"\\\"\\\" if c == 'b': k =\",\n \"rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': # filter pred\",\n \"= c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax, cmin_mi:cmin_ma, :]\",\n \"min(img_d.shape[0], rmin + str_width) rmax_mi = max(0, rmax - str_width)\",\n \"'-color.png')) # ycb else: im = np.array(Image.open( images_path + unique_desig\",\n \"None creats the path and store to it path/tag.png img:=\",\n \"self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_pcd(x, point_size=0.005, c='g'): \\\"\\\"\\\"\",\n \"2580 colors = np.ones(x.shape[0]) * k plot = k3d.plot(name='points') plt_points\",\n \"plot_pcd(x, point_size=0.005, c='g'): \\\"\\\"\\\" x: point_nr,3 \\\"\\\"\\\" if c ==\",\n \"np.ones(x.shape[0]) * k col2 = np.ones(y.shape[0]) * k2 plot =\",\n \"plot += plt_points plt_points.shader = '3d' plot.display() class SequenceVisualizer(): def\",\n \"points of the object model [length,x,y,z] trans: [1,3] rot: [3,3]\",\n \"model [length,x,y,z] trans: [1,3] rot: [3,3] \\\"\\\"\\\" img_d = copy.deepcopy(img)\",\n \"'wxyz') rot = R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not implemented.')\",\n \"k = 2580 else: k = 2580 if c2 ==\",\n \"None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag, epoch,\",\n \"unique_desig + '.png')) # laval img_d = copy.deepcopy(im) dl_dict =\",\n \"import Image from visu.helper_functions import save_image from scipy.spatial.transform import Rotation\",\n \"p_visu, writer=None): if p_visu[-1] != '/': p_visu = p_visu +\",\n \"rot = R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': # final pred\",\n \"= np.array(Image.open( images_path + unique_desig + '.png')) # laval img_d\",\n \"{} && ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y\",\n \"path and store to it path/tag.png img:= original_image, [widht,height,RGB] points:=\",\n \"== 'final_pred_obs': # final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat\",\n \"epoch := tensorboard epoche store := ture -> stores the\",\n \"self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def\",\n \"compress_level=1) print(\\\"Saved image to {}\\\".format(outpath)) def save_sequence(self, seq_no, pose_type='filtered', name=''):\",\n \"dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i in range(0, points.shape[0]): p_x\",\n \"points[i, 1] p_z = points[i, 2] u = int(((p_x /\",\n \"0 except: #print(\\\"out of bounce\\\") pass if jupyter: display(Image.fromarray(img_d)) if\",\n \"frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix()\",\n \"cmin - str_width) cmin_ma = min(img_d.shape[1], cmin + str_width) cmax_mi\",\n \"c == 'black': k = 2580 else: k = 2580\",\n \"= [0, 0, 255] rmin_mi = max(0, rmin - str_width)\",\n \"if c == 'b': k = 245 elif c ==\",\n \"False, True, pose_type) if name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no)\",\n \"k3d class Visualizer(): def __init__(self, p_visu, writer=None): if p_visu[-1] !=\",\n \"and store to it path/tag.png img:= original_image, [widht,height,RGB] \\\"\\\"\\\" if\",\n \"as np import sys import os from PIL import Image\",\n \"0]], rot_mat=[[1, 0, 0], [0, 1, 0], [0, 0, 1]],\",\n \"3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz') rot = R.from_quat(rot_quat).as_matrix() elif\",\n \"truth t = frame['dl_dict']['gt_trans'].reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['dl_dict']['gt_rot_wxyz'][0]), 'wxyz')\",\n \"= seq_data self.images_path = images_path self.output_path = output_path def plot_points_on_image(self,\",\n \"jupyter: display(img_disp) if store: outpath = output_path + \\\\ '{}_{}_{}.png'.format(pose_type,\",\n \"= points[i, 0] p_y = points[i, 1] p_z = points[i,\",\n \"is not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self,\",\n \"rmax + str_width) cmin_mi = max(0, cmin - str_width) cmin_ma\",\n \"1] = 255 img_d[v - w:v + w + 1,\",\n \":= tensorboard epoche store := ture -> stores the image\",\n \"= 245 elif c2 == 'g': k2 = 25811000 elif\",\n \"= R.from_quat(rot_quat).as_matrix() elif pose_type == 'filtered': # filter pred t\",\n \"video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name = '{}_{}'.format(pose_type, seq_no)\",\n \"[0, 1, 0], [0, 0, 1]], cam_cx=0, cam_cy=0, cam_fx=0, cam_fy=0,\",\n \"if store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag,\",\n \"from helper import re_quat import copy import torch import numpy\",\n \"u = int(((p_x / p_z) * cam_fx) + cam_cx) v\",\n \"= np.add(points, trans[0, :]) for i in range(0, points.shape[0]): p_x\",\n \"store) img_d = img_d.astype(np.uint8) if store: #store_ar = (img_d* 255).round().astype(np.uint8)\",\n \"c1 == 'b': k = 245 elif c1 == 'g':\",\n \"plot = k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32), point_size=point_size) plot +=\",\n \"'b': k = 245 elif c1 == 'g': k =\",\n \"elif pose_type == 'filtered': # filter pred t = np.array(frame['filter_pred']['t']).reshape(1,\",\n \"if name: video_name = '{}_{}_{}'.format(name, pose_type, seq_no) else: video_name =\",\n \"copy.deepcopy(img) points = np.dot(points, rot_mat.T) points = np.add(points, trans[0, :])\",\n \"rmin + str_width) rmax_mi = max(0, rmax - str_width) rmax_ma\",\n \"c print(\\\"STORE\\\", store) img_d = img_d.astype(np.uint8) if store: #store_ar =\",\n \"b['rmin'] rmax = b['rmax'] cmin = b['cmin'] cmax = b['cmax']\",\n \"1, 1] = 255 img_d[v - w:v + w +\",\n \"w + 1, 1] = 255 img_d[v - w:v +\",\n \"= c img_d[rmin:rmax, cmin_mi:cmin_ma, :] = c img_d[rmin:rmax, cmax_mi:cmax_ma, :]\",\n \"p_store=self.p_visu) if jupyter: display(Image.fromarray(img_d)) if self.writer is not None: self.writer.add_image(tag,\",\n \"colors.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader = '3d' plot.display() def\",\n \"p_x = points[i, 0] p_y = points[i, 1] p_z =\",\n \"epoch, img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None):\",\n \"min(img_d.shape[1], cmax + str_width) img_d[rmin_mi:rmin_ma, cmin:cmax, :] = c img_d[rmax_mi:rmax_ma,\",\n \"= 2580 else: k = 2580 colors = np.ones(x.shape[0]) *\",\n \"plot += plt_points plt_points.shader = '3d' plot.display() def plot_two_pcd(x, y,\",\n \"== 'r': k = 11801000 elif c1 == 'black': k\",\n \"images_path + unique_desig[0] + '-color.png')) # ycb else: im =\",\n \"cam_fx = dl_dict['cam_cal'][0][2] cam_fy = dl_dict['cam_cal'][0][3] for i in range(0,\",\n \"if jupyter: display(Image.fromarray(img_d)) if store: #store_ar = (img_d* 255).round().astype(np.uint8) #print(\\\"IMAGE\",\n \"else: k = 2580 colors = np.ones(x.shape[0]) * k plot\",\n \"+ '-color.png')) # ycb else: im = np.array(Image.open( images_path +\",\n \"'black': k = 2580 else: k = 2580 colors =\",\n \"Image from visu.helper_functions import save_image from scipy.spatial.transform import Rotation as\",\n \"w:v + w + 1, u - w:u + w\",\n \"b=None): \\\"\\\"\\\" tag := tensorboard tag epoch := tensorboard epoche\",\n \"elif c == 'g': k = 25811000 elif c ==\",\n \"jupyter: display(Image.fromarray(img_d)) if self.writer is not None: self.writer.add_image(tag, img_d.astype( np.uint8),\",\n \"cmin:cmax, :] = c img_d[rmax_mi:rmax_ma, cmin:cmax, :] = c img_d[rmin:rmax,\",\n \"= R.from_quat(rot_quat).as_matrix() elif pose_type == 'final_pred_obs': # final pred t\",\n \"'3d' plot.display() class SequenceVisualizer(): def __init__(self, seq_data, images_path, output_path=None): self.seq_data\",\n \"cmin + str_width) cmax_mi = max(0, cmax - str_width) cmax_ma\",\n \"visu.helper_functions import save_image from scipy.spatial.transform import Rotation as R from\",\n \"store: #store_ar = (img_d* 255).round().astype(np.uint8) save_image(img_d, tag=str(epoch) + tag, p_store=self.p_visu)\",\n \"rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None): \\\"\\\"\\\" tag :=\",\n \"final pred t = np.array(frame['final_pred_obs']['t']).reshape(1, 3) rot_quat = re_quat(copy.deepcopy( frame['final_pred_obs']['r_wxyz']),\",\n \"= 0 except: #print(\\\"out of bounce\\\") pass if jupyter: display(Image.fromarray(img_d))\",\n \"max(0, rmax - str_width) rmax_ma = min(img_d.shape[0], rmax + str_width)\",\n \"cam_cy=0, cam_fx=0, cam_fy=0, store=False, jupyter=False, w=2): \\\"\\\"\\\" tag := tensorboard\",\n \"for fn in range(len(self.seq_data)): self.plot_points_on_image(seq_no, fn, False, True, pose_type) if\",\n \"1, 0] = 0 except: #print(\\\"out of bounce\\\") pass if\",\n \"plt_points plt_points.shader = '3d' plot.display() def plot_two_pcd(x, y, point_size=0.005, c1='g',\",\n \"outpath = output_path + \\\\ '{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \\\"PNG\\\",\",\n \"of bounds\\\") pass img_disp = Image.fromarray(img_d) if jupyter: display(img_disp) if\",\n \"= 2580 colors = np.ones(x.shape[0]) * k plot = k3d.plot(name='points')\",\n \"v = int(((p_y / p_z) * cam_fy) + cam_cy) try:\",\n \"'{}_{}_{}.png'.format(pose_type, seq_no, frame_no) img_disp.save(outpath, \\\"PNG\\\", compress_level=1) print(\\\"Saved image to {}\\\".format(outpath))\",\n \"11801000 elif c == 'black': k = 2580 else: k\",\n \"output_path=None): self.seq_data = seq_data self.images_path = images_path self.output_path = output_path\",\n \"plt_points plt_points.shader = '3d' plot.display() class SequenceVisualizer(): def __init__(self, seq_data,\",\n \"= R.from_quat(rot_quat).as_matrix() else: raise Exception('Pose type not implemented.') w =\",\n \"not None: self.writer.add_image(tag, img_d.astype( np.uint8), global_step=epoch, dataformats='HWC') def plot_bounding_box(self, tag,\",\n \"store=False, jupyter=False, w=2): \\\"\\\"\\\" tag := tensorboard tag epoch :=\",\n \"cmax_mi = max(0, cmax - str_width) cmax_ma = min(img_d.shape[1], cmax\",\n \"Input data img_d = np.array(copy.deepcopy(img)) c = [0, 0, 255]\",\n \"245 elif c2 == 'g': k2 = 25811000 elif c2\",\n \"plt_points plt_points = k3d.points(y, col2.astype(np.uint32), point_size=point_size) plot += plt_points plt_points.shader\",\n \"object model [length,x,y,z] trans: [1,3] rot: [3,3] \\\"\\\"\\\" img_d =\",\n \"sys import os from PIL import Image from visu.helper_functions import\",\n \"\\\"\\\"\\\" img_d = copy.deepcopy(img) points = np.dot(points, rot_mat.T) points =\",\n \"save_image from scipy.spatial.transform import Rotation as R from helper import\",\n \"c2 == 'b': k2 = 245 elif c2 == 'g':\",\n \"'b': k2 = 245 elif c2 == 'g': k2 =\",\n \"import numpy as np import sys import os from PIL\",\n \"img, rmin=0, rmax=0, cmin=0, cmax=0, str_width=2, store=False, jupyter=False, b=None): \\\"\\\"\\\"\",\n \"2580 else: k2 = 2580 col1 = np.ones(x.shape[0]) * k\",\n \"np.ones(y.shape[0]) * k2 plot = k3d.plot(name='points') plt_points = k3d.points(x, col1.astype(np.uint32),\",\n \"np.array(copy.deepcopy(img)) c = [0, 0, 255] rmin_mi = max(0, rmin\"\n]","isConversational":false}}},{"rowIdx":1690,"cells":{"ngram":{"kind":"list like","value":["tree.append(temp.right) else: self.temp.append(None) #print(\"trabylary\",self.tree) self.traByLayer(tree) def serialize(self, root): \"\"\"Encodes a","if r==[] or data==[]: return root = r.pop(0) datalen =","你可以将以下二叉树： 1 / \\ 2 3 / \\ 4 5","TreeNode :rtype: str \"\"\" if root==None: return '' tree =","# non-None element appears again add self.temp to self.tree def","return str(self.tree) def deserialize(self, data): \"\"\"Decodes your encoded data to","__init__(self): self.tree = [] self.temp = [] self.flag = 1","tree node. # class TreeNode(object): # def __init__(self, x): #","TreeNode(temp) r.append(root.left) if data!=[]: temp = data.pop(0) if temp!=None: root.right","''' 面试题37. 序列化二叉树 请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\ 2","for a binary tree node. # class TreeNode(object): # def","end = 0 tree = [] for i in range(len(data)):","to self.tree def traByLayer(self, tree: List[TreeNode]): if tree==[]: return else:","class TreeNode(object): # def __init__(self, x): # self.val = x","\"\"\" if root==None: return '' tree = [root] self.traByLayer(tree) print(str(self.tree))","data[i]==']': start = end+1 end = i if data[start:end]!=' None':","self.buildTreeByList(r,data) # Your Codec object will be instantiated and called","a tree to a single string. :type root: TreeNode :rtype:","tree to a single string. :type root: TreeNode :rtype: str","1 # non-None element appears again add self.temp to self.tree","to tree. :type data: str :rtype: TreeNode \"\"\" #data =","None # self.right = None # 执行用时 :240 ms, 在所有","be instantiated and called as such: # codec = Codec()","Tree\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data:","def __init__(self, x): # self.val = x # self.left =","提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec:","= r.pop(0) datalen = len(data) if datalen==0: return elif datalen<=2:","data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) return else: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen)","if temp!=None: root.right = TreeNode(temp) r.append(root.right) return else: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp","data to tree. :type data: str :rtype: TreeNode \"\"\" #data","if data!=[]: temp = data.pop(0) if temp!=None: root.right = TreeNode(temp)","= TreeNode(temp) r.append(root.right) return else: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if","i in range(len(data)): if data[i]==',' or data[i]==']': start = end+1","data: str :rtype: TreeNode \"\"\" #data = '[1, 2, 3,","# 内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec: def","def __init__(self): self.tree = [] self.temp = [] self.flag =","return elif datalen<=2: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if temp!=None: root.left","data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\"Tree\",tree,\"then build the Tree\")","self.right = None # 执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户","# def __init__(self, x): # self.val = x # self.left","add self.temp to self.tree def traByLayer(self, tree: List[TreeNode]): if tree==[]:","if root==None: return '' tree = [root] self.traByLayer(tree) print(str(self.tree)) return","= len(data) if datalen==0: return elif datalen<=2: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp =","[root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self, data): \"\"\"Decodes your","= 0 tree = [] for i in range(len(data)): if","r.append(root.right) self.buildTreeByList(r,data) # Your Codec object will be instantiated and","if datalen==0: return elif datalen<=2: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if","def serialize(self, root): \"\"\"Encodes a tree to a single string.","else: self.temp.append(None) #print(\"trabylary\",self.tree) self.traByLayer(tree) def serialize(self, root): \"\"\"Encodes a tree","# self.right = None # 执行用时 :240 ms, 在所有 Python3","self.temp.append(None) #print(\"trabylary\",self.tree) self.traByLayer(tree) def serialize(self, root): \"\"\"Encodes a tree to","x): # self.val = x # self.left = None #","self.traByLayer(tree) def serialize(self, root): \"\"\"Encodes a tree to a single","#data = '[1, 2, 3, 1, 3, 2, 4]' if","2, 4]' if data=='': return None start = 0 end","range(len(data)): if data[i]==',' or data[i]==']': start = end+1 end =","List[int]): if r==[] or data==[]: return root = r.pop(0) datalen","r==[] or data==[]: return root = r.pop(0) datalen = len(data)","tree: List[TreeNode]): if tree==[]: return else: temp = tree.pop(0) if","str(self.tree) def deserialize(self, data): \"\"\"Decodes your encoded data to tree.","temp = data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) return","TreeNode(object): # def __init__(self, x): # self.val = x #","root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data: List[int]):","self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or","data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) temp = data.pop(0)","temp = data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) if","tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\"trabylary\",self.tree) self.traByLayer(tree) def serialize(self, root): \"\"\"Encodes","TreeNode \"\"\" #data = '[1, 2, 3, 1, 3, 2,","or data[i]==']': start = end+1 end = i if data[start:end]!='","else: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if temp!=None: root.left = TreeNode(temp)","build the Tree\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def","return root = r.pop(0) datalen = len(data) if datalen==0: return","TreeNode(temp) r.append(root.right) return else: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if temp!=None:","'[1, 2, 3, 1, 3, 2, 4]' if data=='': return","# Your Codec object will be instantiated and called as","end = i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None)","self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self, data): \"\"\"Decodes your encoded","binary tree node. # class TreeNode(object): # def __init__(self, x):","temp!=None: root.right = TreeNode(temp) r.append(root.right) return else: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp =","if data[i]==',' or data[i]==']': start = end+1 end = i","again add self.temp to self.tree def traByLayer(self, tree: List[TreeNode]): if","[] for i in range(len(data)): if data[i]==',' or data[i]==']': start","# self.val = x # self.left = None # self.right","serialize(self, root): \"\"\"Encodes a tree to a single string. :type","start = 0 end = 0 tree = [] for","appears again add self.temp to self.tree def traByLayer(self, tree: List[TreeNode]):","datalen==0: return elif datalen<=2: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if temp!=None:","\"\"\" #data = '[1, 2, 3, 1, 3, 2, 4]'","Python3 提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree = [] self.temp","self.val = x # self.left = None # self.right =","instantiated and called as such: # codec = Codec() #","= [] for i in range(len(data)): if data[i]==',' or data[i]==']':","data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your","temp!=None: root.left = TreeNode(temp) r.append(root.left) temp = data.pop(0) if temp!=None:","def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or data==[]: return root","buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or data==[]: return root =","else: temp = tree.pop(0) if temp!=None: self.tree+=self.temp self.temp = []","deserialize(self, data): \"\"\"Decodes your encoded data to tree. :type data:","3, 2, 4]' if data=='': return None start = 0","0 tree = [] for i in range(len(data)): if data[i]==','","def traByLayer(self, tree: List[TreeNode]): if tree==[]: return else: temp =","self.temp = [] self.flag = 1 # non-None element appears","/ \\ 2 3 / \\ 4 5 序列化为 \"[1,2,3,null,null,4,5]\"","r.append(root.right) return else: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if temp!=None: root.left","# class TreeNode(object): # def __init__(self, x): # self.val =","tree. :type data: str :rtype: TreeNode \"\"\" #data = '[1,","def deserialize(self, data): \"\"\"Decodes your encoded data to tree. :type","the Tree\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode],","will be instantiated and called as such: # codec =","= '[1, 2, 3, 1, 3, 2, 4]' if data=='':","\"\"\"Decodes your encoded data to tree. :type data: str :rtype:","self.tree def traByLayer(self, tree: List[TreeNode]): if tree==[]: return else: temp","self.temp to self.tree def traByLayer(self, tree: List[TreeNode]): if tree==[]: return","if tree==[]: return else: temp = tree.pop(0) if temp!=None: self.tree+=self.temp","= end+1 end = i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end]))","data==[]: return root = r.pop(0) datalen = len(data) if datalen==0:","root = r.pop(0) datalen = len(data) if datalen==0: return elif","'' tree = [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self,","= data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) return else:","temp = data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) temp","MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree =","1 / \\ 2 3 / \\ 4 5 序列化为","a single string. :type root: TreeNode :rtype: str \"\"\" if","data[i]==',' or data[i]==']': start = end+1 end = i if","Definition for a binary tree node. # class TreeNode(object): #","内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec: def __init__(self):","Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户 class","root: TreeNode :rtype: str \"\"\" if root==None: return '' tree","print(str(self.tree)) return str(self.tree) def deserialize(self, data): \"\"\"Decodes your encoded data","5 序列化为 \"[1,2,3,null,null,4,5]\" ''' # Definition for a binary tree","end+1 end = i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else:","在所有 Python3 提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree = []","''' # Definition for a binary tree node. # class","tree = [] for i in range(len(data)): if data[i]==',' or","= [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\"trabylary\",self.tree) self.traByLayer(tree) def","non-None element appears again add self.temp to self.tree def traByLayer(self,","= data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) if data!=[]:","List[TreeNode]): if tree==[]: return else: temp = tree.pop(0) if temp!=None:","or data==[]: return root = r.pop(0) datalen = len(data) if","4]' if data=='': return None start = 0 end =","= [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self, data): \"\"\"Decodes","#print(\"Tree\",tree,\"then build the Tree\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root","#print(\"trabylary\",self.tree) self.traByLayer(tree) def serialize(self, root): \"\"\"Encodes a tree to a","your encoded data to tree. :type data: str :rtype: TreeNode","TreeNode(temp) r.append(root.left) temp = data.pop(0) if temp!=None: root.right = TreeNode(temp)","return None start = 0 end = 0 tree =","root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or data==[]: return","= None # self.right = None # 执行用时 :240 ms,","None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\"Tree\",tree,\"then build the Tree\") root","ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有 Python3","TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec object will be instantiated","data): \"\"\"Decodes your encoded data to tree. :type data: str","node. # class TreeNode(object): # def __init__(self, x): # self.val","str \"\"\" if root==None: return '' tree = [root] self.traByLayer(tree)","in range(len(data)): if data[i]==',' or data[i]==']': start = end+1 end","root): \"\"\"Encodes a tree to a single string. :type root:","object will be instantiated and called as such: # codec","data!=[]: temp = data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right)","= [] self.temp = [] self.flag = 1 # non-None","and called as such: # codec = Codec() # codec.deserialize(codec.serialize(root))","return else: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if temp!=None: root.left =","TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[]","data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) if data!=[]: temp","root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec object will","2, 3, 1, 3, 2, 4]' if data=='': return None","tree.append(None) #print(\"Tree\",tree,\"then build the Tree\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return","str :rtype: TreeNode \"\"\" #data = '[1, 2, 3, 1,","Your Codec object will be instantiated and called as such:","for i in range(len(data)): if data[i]==',' or data[i]==']': start =","4 5 序列化为 \"[1,2,3,null,null,4,5]\" ''' # Definition for a binary","return '' tree = [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def","= data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) temp =","/ \\ 4 5 序列化为 \"[1,2,3,null,null,4,5]\" ''' # Definition for","return else: temp = tree.pop(0) if temp!=None: self.tree+=self.temp self.temp =","3, 1, 3, 2, 4]' if data=='': return None start","r.append(root.left) if data!=[]: temp = data.pop(0) if temp!=None: root.right =","= TreeNode(temp) r.append(root.left) temp = data.pop(0) if temp!=None: root.right =","Codec object will be instantiated and called as such: #","序列化为 \"[1,2,3,null,null,4,5]\" ''' # Definition for a binary tree node.","tree.append(int(data[start:end])) else: tree.append(None) #print(\"Tree\",tree,\"then build the Tree\") root = TreeNode(tree.pop(0))",":rtype: str \"\"\" if root==None: return '' tree = [root]","# Definition for a binary tree node. # class TreeNode(object):","datalen<=2: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if temp!=None: root.left = TreeNode(temp)","if temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else:","None # 执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗","__init__(self, x): # self.val = x # self.left = None","temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None)","请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\ 2 3 / \\","# 执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31","self.left = None # self.right = None # 执行用时 :240","start = end+1 end = i if data[start:end]!=' None': #print(start,end,data[start:end])","i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\"Tree\",tree,\"then build","self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\"trabylary\",self.tree) self.traByLayer(tree)","root==None: return '' tree = [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree)","data: List[int]): if r==[] or data==[]: return root = r.pop(0)","2 3 / \\ 4 5 序列化为 \"[1,2,3,null,null,4,5]\" ''' #","r.append(root.left) temp = data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right)","single string. :type root: TreeNode :rtype: str \"\"\" if root==None:","if temp!=None: root.left = TreeNode(temp) r.append(root.left) temp = data.pop(0) if","root.left = TreeNode(temp) r.append(root.left) if data!=[]: temp = data.pop(0) if","elif datalen<=2: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if temp!=None: root.left =","= [] self.flag = 1 # non-None element appears again",":type data: str :rtype: TreeNode \"\"\" #data = '[1, 2,","root.right = TreeNode(temp) r.append(root.right) return else: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0)","self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\"trabylary\",self.tree)","class Codec: def __init__(self): self.tree = [] self.temp = []","tree.pop(0) if temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right)","= tree.pop(0) if temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left)","\"[1,2,3,null,null,4,5]\" ''' # Definition for a binary tree node. #","3 / \\ 4 5 序列化为 \"[1,2,3,null,null,4,5]\" ''' # Definition","a binary tree node. # class TreeNode(object): # def __init__(self,","string. :type root: TreeNode :rtype: str \"\"\" if root==None: return","len(data) if datalen==0: return elif datalen<=2: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0)","return root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or data==[]:","= 1 # non-None element appears again add self.temp to","tree = [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self, data):",":rtype: TreeNode \"\"\" #data = '[1, 2, 3, 1, 3,","traByLayer(self, tree: List[TreeNode]): if tree==[]: return else: temp = tree.pop(0)","temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec object","= 0 end = 0 tree = [] for i","= data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) #",":31 MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree","#print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\"Tree\",tree,\"then build the Tree\") root =","0 end = 0 tree = [] for i in","= TreeNode(temp) r.append(root.left) if data!=[]: temp = data.pop(0) if temp!=None:","None start = 0 end = 0 tree = []","\"\"\"Encodes a tree to a single string. :type root: TreeNode","#print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp = data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left)","self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\"trabylary\",self.tree) self.traByLayer(tree) def serialize(self, root):","temp!=None: root.left = TreeNode(temp) r.append(root.left) if data!=[]: temp = data.pop(0)","root.left = TreeNode(temp) r.append(root.left) temp = data.pop(0) if temp!=None: root.right","Codec: def __init__(self): self.tree = [] self.temp = [] self.flag","= TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if","data=='': return None start = 0 end = 0 tree","\\ 2 3 / \\ 4 5 序列化为 \"[1,2,3,null,null,4,5]\" '''","element appears again add self.temp to self.tree def traByLayer(self, tree:","[] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\"trabylary\",self.tree) self.traByLayer(tree) def serialize(self,","else: tree.append(None) #print(\"Tree\",tree,\"then build the Tree\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree)","temp = data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data)","= TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec object will be","[] self.temp = [] self.flag = 1 # non-None element","datalen = len(data) if datalen==0: return elif datalen<=2: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen) temp","if temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec","if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\"Tree\",tree,\"then build the","[] self.flag = 1 # non-None element appears again add",":type root: TreeNode :rtype: str \"\"\" if root==None: return ''","x # self.left = None # self.right = None #","= None # 执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户 #",":240 ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有","执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB,","序列化二叉树 请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\ 2 3 /","提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree = [] self.temp =","= x # self.left = None # self.right = None","= i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\"Tree\",tree,\"then","# self.left = None # self.right = None # 执行用时","self.tree = [] self.temp = [] self.flag = 1 #","tree==[]: return else: temp = tree.pop(0) if temp!=None: self.tree+=self.temp self.temp","if data=='': return None start = 0 end = 0","to a single string. :type root: TreeNode :rtype: str \"\"\"","temp = tree.pop(0) if temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val)","if temp!=None: root.left = TreeNode(temp) r.append(root.left) if data!=[]: temp =","<reponame>FreesiaLikesPomelo/-offer ''' 面试题37. 序列化二叉树 请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\","1, 3, 2, 4]' if data=='': return None start =","面试题37. 序列化二叉树 请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\ 2 3","示例: 你可以将以下二叉树： 1 / \\ 2 3 / \\ 4","encoded data to tree. :type data: str :rtype: TreeNode \"\"\"","self.flag = 1 # non-None element appears again add self.temp","r.pop(0) datalen = len(data) if datalen==0: return elif datalen<=2: #print(\"root\",root.val,\"tree\",data,\"datalen\",datalen)","\\ 4 5 序列化为 \"[1,2,3,null,null,4,5]\" ''' # Definition for a","在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户"],"string":"[\n \"tree.append(temp.right) else: self.temp.append(None) #print(\\\"trabylary\\\",self.tree) self.traByLayer(tree) def serialize(self, root): \\\"\\\"\\\"Encodes a\",\n \"if r==[] or data==[]: return root = r.pop(0) datalen =\",\n \"你可以将以下二叉树： 1 / \\\\ 2 3 / \\\\ 4 5\",\n \"TreeNode :rtype: str \\\"\\\"\\\" if root==None: return '' tree =\",\n \"# non-None element appears again add self.temp to self.tree def\",\n \"return str(self.tree) def deserialize(self, data): \\\"\\\"\\\"Decodes your encoded data to\",\n \"__init__(self): self.tree = [] self.temp = [] self.flag = 1\",\n \"tree node. # class TreeNode(object): # def __init__(self, x): #\",\n \"TreeNode(temp) r.append(root.left) if data!=[]: temp = data.pop(0) if temp!=None: root.right\",\n \"''' 面试题37. 序列化二叉树 请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\\\ 2\",\n \"for a binary tree node. # class TreeNode(object): # def\",\n \"end = 0 tree = [] for i in range(len(data)):\",\n \"to self.tree def traByLayer(self, tree: List[TreeNode]): if tree==[]: return else:\",\n \"class TreeNode(object): # def __init__(self, x): # self.val = x\",\n \"\\\"\\\"\\\" if root==None: return '' tree = [root] self.traByLayer(tree) print(str(self.tree))\",\n \"data[i]==']': start = end+1 end = i if data[start:end]!=' None':\",\n \"self.buildTreeByList(r,data) # Your Codec object will be instantiated and called\",\n \"a tree to a single string. :type root: TreeNode :rtype:\",\n \"tree to a single string. :type root: TreeNode :rtype: str\",\n \"1 # non-None element appears again add self.temp to self.tree\",\n \"to tree. :type data: str :rtype: TreeNode \\\"\\\"\\\" #data =\",\n \"None # self.right = None # 执行用时 :240 ms, 在所有\",\n \"be instantiated and called as such: # codec = Codec()\",\n \"Tree\\\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data:\",\n \"def __init__(self, x): # self.val = x # self.left =\",\n \"提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec:\",\n \"= r.pop(0) datalen = len(data) if datalen==0: return elif datalen<=2:\",\n \"data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) return else: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen)\",\n \"if temp!=None: root.right = TreeNode(temp) r.append(root.right) return else: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp\",\n \"data to tree. :type data: str :rtype: TreeNode \\\"\\\"\\\" #data\",\n \"if data!=[]: temp = data.pop(0) if temp!=None: root.right = TreeNode(temp)\",\n \"= TreeNode(temp) r.append(root.right) return else: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if\",\n \"i in range(len(data)): if data[i]==',' or data[i]==']': start = end+1\",\n \"data: str :rtype: TreeNode \\\"\\\"\\\" #data = '[1, 2, 3,\",\n \"# 内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec: def\",\n \"def __init__(self): self.tree = [] self.temp = [] self.flag =\",\n \"return elif datalen<=2: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if temp!=None: root.left\",\n \"data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\\\"Tree\\\",tree,\\\"then build the Tree\\\")\",\n \"self.right = None # 执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户\",\n \"# def __init__(self, x): # self.val = x # self.left\",\n \"add self.temp to self.tree def traByLayer(self, tree: List[TreeNode]): if tree==[]:\",\n \"if root==None: return '' tree = [root] self.traByLayer(tree) print(str(self.tree)) return\",\n \"= len(data) if datalen==0: return elif datalen<=2: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp =\",\n \"[root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self, data): \\\"\\\"\\\"Decodes your\",\n \"= 0 tree = [] for i in range(len(data)): if\",\n \"r.append(root.right) self.buildTreeByList(r,data) # Your Codec object will be instantiated and\",\n \"if datalen==0: return elif datalen<=2: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if\",\n \"def serialize(self, root): \\\"\\\"\\\"Encodes a tree to a single string.\",\n \"else: self.temp.append(None) #print(\\\"trabylary\\\",self.tree) self.traByLayer(tree) def serialize(self, root): \\\"\\\"\\\"Encodes a tree\",\n \"# self.right = None # 执行用时 :240 ms, 在所有 Python3\",\n \"self.temp.append(None) #print(\\\"trabylary\\\",self.tree) self.traByLayer(tree) def serialize(self, root): \\\"\\\"\\\"Encodes a tree to\",\n \"x): # self.val = x # self.left = None #\",\n \"self.traByLayer(tree) def serialize(self, root): \\\"\\\"\\\"Encodes a tree to a single\",\n \"#data = '[1, 2, 3, 1, 3, 2, 4]' if\",\n \"2, 4]' if data=='': return None start = 0 end\",\n \"range(len(data)): if data[i]==',' or data[i]==']': start = end+1 end =\",\n \"List[int]): if r==[] or data==[]: return root = r.pop(0) datalen\",\n \"r==[] or data==[]: return root = r.pop(0) datalen = len(data)\",\n \"tree: List[TreeNode]): if tree==[]: return else: temp = tree.pop(0) if\",\n \"str(self.tree) def deserialize(self, data): \\\"\\\"\\\"Decodes your encoded data to tree.\",\n \"temp = data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) return\",\n \"TreeNode(object): # def __init__(self, x): # self.val = x #\",\n \"root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data: List[int]):\",\n \"self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or\",\n \"data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) temp = data.pop(0)\",\n \"temp = data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) if\",\n \"tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\\\"trabylary\\\",self.tree) self.traByLayer(tree) def serialize(self, root): \\\"\\\"\\\"Encodes\",\n \"TreeNode \\\"\\\"\\\" #data = '[1, 2, 3, 1, 3, 2,\",\n \"or data[i]==']': start = end+1 end = i if data[start:end]!='\",\n \"else: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if temp!=None: root.left = TreeNode(temp)\",\n \"build the Tree\\\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def\",\n \"return root = r.pop(0) datalen = len(data) if datalen==0: return\",\n \"TreeNode(temp) r.append(root.right) return else: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if temp!=None:\",\n \"'[1, 2, 3, 1, 3, 2, 4]' if data=='': return\",\n \"# Your Codec object will be instantiated and called as\",\n \"end = i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None)\",\n \"self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self, data): \\\"\\\"\\\"Decodes your encoded\",\n \"binary tree node. # class TreeNode(object): # def __init__(self, x):\",\n \"temp!=None: root.right = TreeNode(temp) r.append(root.right) return else: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp =\",\n \"if data[i]==',' or data[i]==']': start = end+1 end = i\",\n \"again add self.temp to self.tree def traByLayer(self, tree: List[TreeNode]): if\",\n \"[] for i in range(len(data)): if data[i]==',' or data[i]==']': start\",\n \"# self.val = x # self.left = None # self.right\",\n \"serialize(self, root): \\\"\\\"\\\"Encodes a tree to a single string. :type\",\n \"start = 0 end = 0 tree = [] for\",\n \"appears again add self.temp to self.tree def traByLayer(self, tree: List[TreeNode]):\",\n \"datalen==0: return elif datalen<=2: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if temp!=None:\",\n \"\\\"\\\"\\\" #data = '[1, 2, 3, 1, 3, 2, 4]'\",\n \"Python3 提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree = [] self.temp\",\n \"self.val = x # self.left = None # self.right =\",\n \"instantiated and called as such: # codec = Codec() #\",\n \"= [] for i in range(len(data)): if data[i]==',' or data[i]==']':\",\n \"data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your\",\n \"temp!=None: root.left = TreeNode(temp) r.append(root.left) temp = data.pop(0) if temp!=None:\",\n \"def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or data==[]: return root\",\n \"buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or data==[]: return root =\",\n \"else: temp = tree.pop(0) if temp!=None: self.tree+=self.temp self.temp = []\",\n \"deserialize(self, data): \\\"\\\"\\\"Decodes your encoded data to tree. :type data:\",\n \"3, 2, 4]' if data=='': return None start = 0\",\n \"0 tree = [] for i in range(len(data)): if data[i]==','\",\n \"def traByLayer(self, tree: List[TreeNode]): if tree==[]: return else: temp =\",\n \"self.temp = [] self.flag = 1 # non-None element appears\",\n \"/ \\\\ 2 3 / \\\\ 4 5 序列化为 \\\"[1,2,3,null,null,4,5]\\\"\",\n \"r.append(root.right) return else: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if temp!=None: root.left\",\n \"# class TreeNode(object): # def __init__(self, x): # self.val =\",\n \"tree. :type data: str :rtype: TreeNode \\\"\\\"\\\" #data = '[1,\",\n \"def deserialize(self, data): \\\"\\\"\\\"Decodes your encoded data to tree. :type\",\n \"the Tree\\\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode],\",\n \"will be instantiated and called as such: # codec =\",\n \"= '[1, 2, 3, 1, 3, 2, 4]' if data=='':\",\n \"\\\"\\\"\\\"Decodes your encoded data to tree. :type data: str :rtype:\",\n \"self.tree def traByLayer(self, tree: List[TreeNode]): if tree==[]: return else: temp\",\n \"self.temp to self.tree def traByLayer(self, tree: List[TreeNode]): if tree==[]: return\",\n \"if tree==[]: return else: temp = tree.pop(0) if temp!=None: self.tree+=self.temp\",\n \"= end+1 end = i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end]))\",\n \"data==[]: return root = r.pop(0) datalen = len(data) if datalen==0:\",\n \"root = r.pop(0) datalen = len(data) if datalen==0: return elif\",\n \"'' tree = [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self,\",\n \"= data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) return else:\",\n \"temp = data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) temp\",\n \"MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree =\",\n \"1 / \\\\ 2 3 / \\\\ 4 5 序列化为\",\n \"a single string. :type root: TreeNode :rtype: str \\\"\\\"\\\" if\",\n \"data[i]==',' or data[i]==']': start = end+1 end = i if\",\n \"Definition for a binary tree node. # class TreeNode(object): #\",\n \"内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec: def __init__(self):\",\n \"Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户 class\",\n \"root: TreeNode :rtype: str \\\"\\\"\\\" if root==None: return '' tree\",\n \"print(str(self.tree)) return str(self.tree) def deserialize(self, data): \\\"\\\"\\\"Decodes your encoded data\",\n \"5 序列化为 \\\"[1,2,3,null,null,4,5]\\\" ''' # Definition for a binary tree\",\n \"end+1 end = i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else:\",\n \"在所有 Python3 提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree = []\",\n \"''' # Definition for a binary tree node. # class\",\n \"tree = [] for i in range(len(data)): if data[i]==',' or\",\n \"= [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\\\"trabylary\\\",self.tree) self.traByLayer(tree) def\",\n \"non-None element appears again add self.temp to self.tree def traByLayer(self,\",\n \"= data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) if data!=[]:\",\n \"List[TreeNode]): if tree==[]: return else: temp = tree.pop(0) if temp!=None:\",\n \"or data==[]: return root = r.pop(0) datalen = len(data) if\",\n \"4]' if data=='': return None start = 0 end =\",\n \"= [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self, data): \\\"\\\"\\\"Decodes\",\n \"#print(\\\"Tree\\\",tree,\\\"then build the Tree\\\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root\",\n \"#print(\\\"trabylary\\\",self.tree) self.traByLayer(tree) def serialize(self, root): \\\"\\\"\\\"Encodes a tree to a\",\n \"your encoded data to tree. :type data: str :rtype: TreeNode\",\n \"TreeNode(temp) r.append(root.left) temp = data.pop(0) if temp!=None: root.right = TreeNode(temp)\",\n \"return None start = 0 end = 0 tree =\",\n \"root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or data==[]: return\",\n \"= None # self.right = None # 执行用时 :240 ms,\",\n \"None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\\\"Tree\\\",tree,\\\"then build the Tree\\\") root\",\n \"ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有 Python3\",\n \"TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec object will be instantiated\",\n \"data): \\\"\\\"\\\"Decodes your encoded data to tree. :type data: str\",\n \"node. # class TreeNode(object): # def __init__(self, x): # self.val\",\n \"str \\\"\\\"\\\" if root==None: return '' tree = [root] self.traByLayer(tree)\",\n \"in range(len(data)): if data[i]==',' or data[i]==']': start = end+1 end\",\n \"root): \\\"\\\"\\\"Encodes a tree to a single string. :type root:\",\n \"object will be instantiated and called as such: # codec\",\n \"data!=[]: temp = data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right)\",\n \"= [] self.temp = [] self.flag = 1 # non-None\",\n \"and called as such: # codec = Codec() # codec.deserialize(codec.serialize(root))\",\n \"return else: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if temp!=None: root.left =\",\n \"TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[]\",\n \"data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) if data!=[]: temp\",\n \"root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec object will\",\n \"2, 3, 1, 3, 2, 4]' if data=='': return None\",\n \"tree.append(None) #print(\\\"Tree\\\",tree,\\\"then build the Tree\\\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return\",\n \"str :rtype: TreeNode \\\"\\\"\\\" #data = '[1, 2, 3, 1,\",\n \"Your Codec object will be instantiated and called as such:\",\n \"for i in range(len(data)): if data[i]==',' or data[i]==']': start =\",\n \"4 5 序列化为 \\\"[1,2,3,null,null,4,5]\\\" ''' # Definition for a binary\",\n \"return '' tree = [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def\",\n \"= data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left) temp =\",\n \"/ \\\\ 4 5 序列化为 \\\"[1,2,3,null,null,4,5]\\\" ''' # Definition for\",\n \"return else: temp = tree.pop(0) if temp!=None: self.tree+=self.temp self.temp =\",\n \"3, 1, 3, 2, 4]' if data=='': return None start\",\n \"r.append(root.left) if data!=[]: temp = data.pop(0) if temp!=None: root.right =\",\n \"= TreeNode(temp) r.append(root.left) temp = data.pop(0) if temp!=None: root.right =\",\n \"Codec object will be instantiated and called as such: #\",\n \"序列化为 \\\"[1,2,3,null,null,4,5]\\\" ''' # Definition for a binary tree node.\",\n \"tree.append(int(data[start:end])) else: tree.append(None) #print(\\\"Tree\\\",tree,\\\"then build the Tree\\\") root = TreeNode(tree.pop(0))\",\n \":rtype: str \\\"\\\"\\\" if root==None: return '' tree = [root]\",\n \"# Definition for a binary tree node. # class TreeNode(object):\",\n \"datalen<=2: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if temp!=None: root.left = TreeNode(temp)\",\n \"if temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else:\",\n \"None # 执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗\",\n \"__init__(self, x): # self.val = x # self.left = None\",\n \"temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None)\",\n \"请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\\\ 2 3 / \\\\\",\n \"# 执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31\",\n \"self.left = None # self.right = None # 执行用时 :240\",\n \"start = end+1 end = i if data[start:end]!=' None': #print(start,end,data[start:end])\",\n \"i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\\\"Tree\\\",tree,\\\"then build\",\n \"self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\\\"trabylary\\\",self.tree) self.traByLayer(tree)\",\n \"root==None: return '' tree = [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree)\",\n \"data: List[int]): if r==[] or data==[]: return root = r.pop(0)\",\n \"2 3 / \\\\ 4 5 序列化为 \\\"[1,2,3,null,null,4,5]\\\" ''' #\",\n \"r.append(root.left) temp = data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right)\",\n \"single string. :type root: TreeNode :rtype: str \\\"\\\"\\\" if root==None:\",\n \"if temp!=None: root.left = TreeNode(temp) r.append(root.left) temp = data.pop(0) if\",\n \"root.left = TreeNode(temp) r.append(root.left) if data!=[]: temp = data.pop(0) if\",\n \"elif datalen<=2: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if temp!=None: root.left =\",\n \"= [] self.flag = 1 # non-None element appears again\",\n \":type data: str :rtype: TreeNode \\\"\\\"\\\" #data = '[1, 2,\",\n \"root.right = TreeNode(temp) r.append(root.right) return else: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0)\",\n \"self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\\\"trabylary\\\",self.tree)\",\n \"class Codec: def __init__(self): self.tree = [] self.temp = []\",\n \"tree.pop(0) if temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right)\",\n \"= tree.pop(0) if temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val) tree.append(temp.left)\",\n \"\\\"[1,2,3,null,null,4,5]\\\" ''' # Definition for a binary tree node. #\",\n \"3 / \\\\ 4 5 序列化为 \\\"[1,2,3,null,null,4,5]\\\" ''' # Definition\",\n \"a binary tree node. # class TreeNode(object): # def __init__(self,\",\n \"string. :type root: TreeNode :rtype: str \\\"\\\"\\\" if root==None: return\",\n \"len(data) if datalen==0: return elif datalen<=2: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0)\",\n \"return root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if r==[] or data==[]:\",\n \"= 1 # non-None element appears again add self.temp to\",\n \"tree = [root] self.traByLayer(tree) print(str(self.tree)) return str(self.tree) def deserialize(self, data):\",\n \":rtype: TreeNode \\\"\\\"\\\" #data = '[1, 2, 3, 1, 3,\",\n \"traByLayer(self, tree: List[TreeNode]): if tree==[]: return else: temp = tree.pop(0)\",\n \"temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec object\",\n \"= 0 end = 0 tree = [] for i\",\n \"= data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) #\",\n \":31 MB, 在所有 Python3 提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree\",\n \"#print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\\\"Tree\\\",tree,\\\"then build the Tree\\\") root =\",\n \"0 end = 0 tree = [] for i in\",\n \"= TreeNode(temp) r.append(root.left) if data!=[]: temp = data.pop(0) if temp!=None:\",\n \"None start = 0 end = 0 tree = []\",\n \"\\\"\\\"\\\"Encodes a tree to a single string. :type root: TreeNode\",\n \"#print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp = data.pop(0) if temp!=None: root.left = TreeNode(temp) r.append(root.left)\",\n \"self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\\\"trabylary\\\",self.tree) self.traByLayer(tree) def serialize(self, root):\",\n \"temp!=None: root.left = TreeNode(temp) r.append(root.left) if data!=[]: temp = data.pop(0)\",\n \"root.left = TreeNode(temp) r.append(root.left) temp = data.pop(0) if temp!=None: root.right\",\n \"Codec: def __init__(self): self.tree = [] self.temp = [] self.flag\",\n \"= TreeNode(tree.pop(0)) self.buildTreeByList([root],tree) return root def buildTreeByList(self,r:List[TreeNode], data: List[int]): if\",\n \"data=='': return None start = 0 end = 0 tree\",\n \"\\\\ 2 3 / \\\\ 4 5 序列化为 \\\"[1,2,3,null,null,4,5]\\\" '''\",\n \"element appears again add self.temp to self.tree def traByLayer(self, tree:\",\n \"[] self.tree.append(temp.val) tree.append(temp.left) tree.append(temp.right) else: self.temp.append(None) #print(\\\"trabylary\\\",self.tree) self.traByLayer(tree) def serialize(self,\",\n \"else: tree.append(None) #print(\\\"Tree\\\",tree,\\\"then build the Tree\\\") root = TreeNode(tree.pop(0)) self.buildTreeByList([root],tree)\",\n \"temp = data.pop(0) if temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data)\",\n \"= TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec object will be\",\n \"[] self.temp = [] self.flag = 1 # non-None element\",\n \"datalen = len(data) if datalen==0: return elif datalen<=2: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen) temp\",\n \"if temp!=None: root.right = TreeNode(temp) r.append(root.right) self.buildTreeByList(r,data) # Your Codec\",\n \"if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\\\"Tree\\\",tree,\\\"then build the\",\n \"[] self.flag = 1 # non-None element appears again add\",\n \":type root: TreeNode :rtype: str \\\"\\\"\\\" if root==None: return ''\",\n \"x # self.left = None # self.right = None #\",\n \"= None # 执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户 #\",\n \":240 ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有\",\n \"执行用时 :240 ms, 在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB,\",\n \"序列化二叉树 请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\\\ 2 3 /\",\n \"提交中击败了100.00%的用户 class Codec: def __init__(self): self.tree = [] self.temp =\",\n \"= x # self.left = None # self.right = None\",\n \"= i if data[start:end]!=' None': #print(start,end,data[start:end]) tree.append(int(data[start:end])) else: tree.append(None) #print(\\\"Tree\\\",tree,\\\"then\",\n \"# self.left = None # self.right = None # 执行用时\",\n \"self.tree = [] self.temp = [] self.flag = 1 #\",\n \"tree==[]: return else: temp = tree.pop(0) if temp!=None: self.tree+=self.temp self.temp\",\n \"if data=='': return None start = 0 end = 0\",\n \"to a single string. :type root: TreeNode :rtype: str \\\"\\\"\\\"\",\n \"temp = tree.pop(0) if temp!=None: self.tree+=self.temp self.temp = [] self.tree.append(temp.val)\",\n \"if temp!=None: root.left = TreeNode(temp) r.append(root.left) if data!=[]: temp =\",\n \"<reponame>FreesiaLikesPomelo/-offer ''' 面试题37. 序列化二叉树 请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\\\\",\n \"1, 3, 2, 4]' if data=='': return None start =\",\n \"面试题37. 序列化二叉树 请实现两个函数，分别用来序列化和反序列化二叉树。 示例: 你可以将以下二叉树： 1 / \\\\ 2 3\",\n \"示例: 你可以将以下二叉树： 1 / \\\\ 2 3 / \\\\ 4\",\n \"encoded data to tree. :type data: str :rtype: TreeNode \\\"\\\"\\\"\",\n \"self.flag = 1 # non-None element appears again add self.temp\",\n \"r.pop(0) datalen = len(data) if datalen==0: return elif datalen<=2: #print(\\\"root\\\",root.val,\\\"tree\\\",data,\\\"datalen\\\",datalen)\",\n \"\\\\ 4 5 序列化为 \\\"[1,2,3,null,null,4,5]\\\" ''' # Definition for a\",\n \"在所有 Python3 提交中击败了22.75%的用户 # 内存消耗 :31 MB, 在所有 Python3 提交中击败了100.00%的用户\"\n]","isConversational":false}}},{"rowIdx":1691,"cells":{"ngram":{"kind":"list like","value":["\"mandatory\": ( \"dimensions\", ), \"validators\": { 1: IPUZ_WORDSEARCH_VALIDATORS, }, },","\"http://ipuz.org/fill\": { \"mandatory\": (), \"validators\": { 1: IPUZ_FILL_VALIDATORS, }, },","\"puzzle\", ), \"validators\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \"http://ipuz.org/fill\": {","}, }, \"http://ipuz.org/crossword\": { \"mandatory\": ( \"dimensions\", \"puzzle\", ), \"validators\":",".crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from .sudoku import","IPUZ_CROSSWORD_VALIDATORS, }, }, \"http://ipuz.org/fill\": { \"mandatory\": (), \"validators\": { 1:","\"puzzle\", ), \"validators\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \"http://ipuz.org/answer\": {","{ 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \"http://ipuz.org/fill\": { \"mandatory\": (), \"validators\":","}, }, \"http://ipuz.org/sudoku\": { \"mandatory\": ( \"puzzle\", ), \"validators\": {",".fill import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import","}, }, \"http://ipuz.org/fill\": { \"mandatory\": (), \"validators\": { 1: IPUZ_FILL_VALIDATORS,","1: IPUZ_BLOCK_VALIDATORS, }, }, \"http://ipuz.org/crossword\": { \"mandatory\": ( \"dimensions\", \"puzzle\",","{ 1: IPUZ_FILL_VALIDATORS, }, }, \"http://ipuz.org/sudoku\": { \"mandatory\": ( \"puzzle\",","\"mandatory\": ( \"dimensions\", ), \"validators\": { 1: IPUZ_BLOCK_VALIDATORS, }, },","import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS","import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \"http://ipuz.org/acrostic\": { \"mandatory\": ( \"puzzle\",","{ 1: IPUZ_ANSWER_VALIDATORS, }, }, \"http://ipuz.org/block\": { \"mandatory\": ( \"dimensions\",","IPUZ_BLOCK_VALIDATORS, }, }, \"http://ipuz.org/crossword\": { \"mandatory\": ( \"dimensions\", \"puzzle\", ),","( \"puzzle\", ), \"validators\": { 1: IPUZ_SUDOKU_VALIDATORS, }, }, \"http://ipuz.org/wordsearch\":","\"validators\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \"http://ipuz.org/fill\": { \"mandatory\": (),","IPUZ_SUDOKU_VALIDATORS, }, }, \"http://ipuz.org/wordsearch\": { \"mandatory\": ( \"dimensions\", ), \"validators\":","\"http://ipuz.org/crossword\": { \"mandatory\": ( \"dimensions\", \"puzzle\", ), \"validators\": { 1:","1: IPUZ_FILL_VALIDATORS, }, }, \"http://ipuz.org/sudoku\": { \"mandatory\": ( \"puzzle\", ),","from .fill import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch","1: IPUZ_ACROSTIC_VALIDATORS, }, }, \"http://ipuz.org/answer\": { \"mandatory\": (), \"validators\": {","\"mandatory\": ( \"dimensions\", \"puzzle\", ), \"validators\": { 1: IPUZ_CROSSWORD_VALIDATORS, },","1: IPUZ_SUDOKU_VALIDATORS, }, }, \"http://ipuz.org/wordsearch\": { \"mandatory\": ( \"dimensions\", ),","\"mandatory\": ( \"puzzle\", ), \"validators\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, },","}, \"http://ipuz.org/fill\": { \"mandatory\": (), \"validators\": { 1: IPUZ_FILL_VALIDATORS, },","IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \"http://ipuz.org/acrostic\": {",".answer import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from .crossword import","1: IPUZ_ANSWER_VALIDATORS, }, }, \"http://ipuz.org/block\": { \"mandatory\": ( \"dimensions\", ),","}, \"http://ipuz.org/sudoku\": { \"mandatory\": ( \"puzzle\", ), \"validators\": { 1:","( \"puzzle\", ), \"validators\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \"http://ipuz.org/answer\":","from .answer import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from .crossword","), \"validators\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \"http://ipuz.org/fill\": { \"mandatory\":","from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from .sudoku","(), \"validators\": { 1: IPUZ_ANSWER_VALIDATORS, }, }, \"http://ipuz.org/block\": { \"mandatory\":","\"dimensions\", ), \"validators\": { 1: IPUZ_BLOCK_VALIDATORS, }, }, \"http://ipuz.org/crossword\": {","{ \"mandatory\": (), \"validators\": { 1: IPUZ_FILL_VALIDATORS, }, }, \"http://ipuz.org/sudoku\":",".sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = {","\"http://ipuz.org/sudoku\": { \"mandatory\": ( \"puzzle\", ), \"validators\": { 1: IPUZ_SUDOKU_VALIDATORS,","( \"dimensions\", \"puzzle\", ), \"validators\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, },","import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS","IPUZ_FILL_VALIDATORS, }, }, \"http://ipuz.org/sudoku\": { \"mandatory\": ( \"puzzle\", ), \"validators\":","{ \"mandatory\": (), \"validators\": { 1: IPUZ_ANSWER_VALIDATORS, }, }, \"http://ipuz.org/block\":","}, }, \"http://ipuz.org/block\": { \"mandatory\": ( \"dimensions\", ), \"validators\": {","from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \"http://ipuz.org/acrostic\": { \"mandatory\":","), \"validators\": { 1: IPUZ_SUDOKU_VALIDATORS, }, }, \"http://ipuz.org/wordsearch\": { \"mandatory\":","{ 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \"http://ipuz.org/answer\": { \"mandatory\": (), \"validators\":","), \"validators\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \"http://ipuz.org/answer\": { \"mandatory\":","}, \"http://ipuz.org/block\": { \"mandatory\": ( \"dimensions\", ), \"validators\": { 1:","IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from","{ 1: IPUZ_SUDOKU_VALIDATORS, }, }, \"http://ipuz.org/wordsearch\": { \"mandatory\": ( \"dimensions\",","\"validators\": { 1: IPUZ_FILL_VALIDATORS, }, }, \"http://ipuz.org/sudoku\": { \"mandatory\": (","{ \"mandatory\": ( \"dimensions\", \"puzzle\", ), \"validators\": { 1: IPUZ_CROSSWORD_VALIDATORS,","\"validators\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \"http://ipuz.org/answer\": { \"mandatory\": (),","IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from","1: IPUZ_CROSSWORD_VALIDATORS, }, }, \"http://ipuz.org/fill\": { \"mandatory\": (), \"validators\": {","\"puzzle\", ), \"validators\": { 1: IPUZ_SUDOKU_VALIDATORS, }, }, \"http://ipuz.org/wordsearch\": {","IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from","<gh_stars>1-10 from .acrostic import IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from","IPUZ_ANSWER_VALIDATORS, }, }, \"http://ipuz.org/block\": { \"mandatory\": ( \"dimensions\", ), \"validators\":","import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS","\"validators\": { 1: IPUZ_ANSWER_VALIDATORS, }, }, \"http://ipuz.org/block\": { \"mandatory\": (","}, }, \"http://ipuz.org/wordsearch\": { \"mandatory\": ( \"dimensions\", ), \"validators\": {","IPUZ_ACROSTIC_VALIDATORS, }, }, \"http://ipuz.org/answer\": { \"mandatory\": (), \"validators\": { 1:","IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \"http://ipuz.org/acrostic\": { \"mandatory\": ( \"puzzle\", ),","import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS",".wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \"http://ipuz.org/acrostic\": { \"mandatory\": (","\"mandatory\": ( \"puzzle\", ), \"validators\": { 1: IPUZ_SUDOKU_VALIDATORS, }, },","from .acrostic import IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from .block","\"http://ipuz.org/block\": { \"mandatory\": ( \"dimensions\", ), \"validators\": { 1: IPUZ_BLOCK_VALIDATORS,","IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS","import IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS","\"http://ipuz.org/acrostic\": { \"mandatory\": ( \"puzzle\", ), \"validators\": { 1: IPUZ_ACROSTIC_VALIDATORS,","\"http://ipuz.org/wordsearch\": { \"mandatory\": ( \"dimensions\", ), \"validators\": { 1: IPUZ_WORDSEARCH_VALIDATORS,","{ \"mandatory\": ( \"dimensions\", ), \"validators\": { 1: IPUZ_BLOCK_VALIDATORS, },","(), \"validators\": { 1: IPUZ_FILL_VALIDATORS, }, }, \"http://ipuz.org/sudoku\": { \"mandatory\":","from .block import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill","\"http://ipuz.org/answer\": { \"mandatory\": (), \"validators\": { 1: IPUZ_ANSWER_VALIDATORS, }, },","{ \"mandatory\": ( \"puzzle\", ), \"validators\": { 1: IPUZ_SUDOKU_VALIDATORS, },",".block import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import","IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from","{ \"mandatory\": ( \"puzzle\", ), \"validators\": { 1: IPUZ_ACROSTIC_VALIDATORS, },","\"mandatory\": (), \"validators\": { 1: IPUZ_ANSWER_VALIDATORS, }, }, \"http://ipuz.org/block\": {","}, \"http://ipuz.org/crossword\": { \"mandatory\": ( \"dimensions\", \"puzzle\", ), \"validators\": {","( \"dimensions\", ), \"validators\": { 1: IPUZ_BLOCK_VALIDATORS, }, }, \"http://ipuz.org/crossword\":","}, \"http://ipuz.org/wordsearch\": { \"mandatory\": ( \"dimensions\", ), \"validators\": { 1:","import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \"http://ipuz.org/acrostic\":","( \"dimensions\", ), \"validators\": { 1: IPUZ_WORDSEARCH_VALIDATORS, }, }, }","}, }, \"http://ipuz.org/answer\": { \"mandatory\": (), \"validators\": { 1: IPUZ_ANSWER_VALIDATORS,","\"dimensions\", \"puzzle\", ), \"validators\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \"http://ipuz.org/fill\":",".acrostic import IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from .block import","), \"validators\": { 1: IPUZ_BLOCK_VALIDATORS, }, }, \"http://ipuz.org/crossword\": { \"mandatory\":","{ \"mandatory\": ( \"dimensions\", ), \"validators\": { 1: IPUZ_WORDSEARCH_VALIDATORS, },","IPUZ_PUZZLEKINDS = { \"http://ipuz.org/acrostic\": { \"mandatory\": ( \"puzzle\", ), \"validators\":","}, \"http://ipuz.org/answer\": { \"mandatory\": (), \"validators\": { 1: IPUZ_ANSWER_VALIDATORS, },","\"validators\": { 1: IPUZ_SUDOKU_VALIDATORS, }, }, \"http://ipuz.org/wordsearch\": { \"mandatory\": (","= { \"http://ipuz.org/acrostic\": { \"mandatory\": ( \"puzzle\", ), \"validators\": {","from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS =","{ 1: IPUZ_BLOCK_VALIDATORS, }, }, \"http://ipuz.org/crossword\": { \"mandatory\": ( \"dimensions\",","\"mandatory\": (), \"validators\": { 1: IPUZ_FILL_VALIDATORS, }, }, \"http://ipuz.org/sudoku\": {","{ \"http://ipuz.org/acrostic\": { \"mandatory\": ( \"puzzle\", ), \"validators\": { 1:","\"validators\": { 1: IPUZ_BLOCK_VALIDATORS, }, }, \"http://ipuz.org/crossword\": { \"mandatory\": ("],"string":"[\n \"\\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": { 1: IPUZ_WORDSEARCH_VALIDATORS, }, },\",\n \"\\\"http://ipuz.org/fill\\\": { \\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_FILL_VALIDATORS, }, },\",\n \"\\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \\\"http://ipuz.org/fill\\\": {\",\n \"}, }, \\\"http://ipuz.org/crossword\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", \\\"puzzle\\\", ), \\\"validators\\\":\",\n \".crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from .sudoku import\",\n \"IPUZ_CROSSWORD_VALIDATORS, }, }, \\\"http://ipuz.org/fill\\\": { \\\"mandatory\\\": (), \\\"validators\\\": { 1:\",\n \"\\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \\\"http://ipuz.org/answer\\\": {\",\n \"{ 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \\\"http://ipuz.org/fill\\\": { \\\"mandatory\\\": (), \\\"validators\\\":\",\n \"}, }, \\\"http://ipuz.org/sudoku\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": {\",\n \".fill import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import\",\n \"}, }, \\\"http://ipuz.org/fill\\\": { \\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_FILL_VALIDATORS,\",\n \"1: IPUZ_BLOCK_VALIDATORS, }, }, \\\"http://ipuz.org/crossword\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", \\\"puzzle\\\",\",\n \"{ 1: IPUZ_FILL_VALIDATORS, }, }, \\\"http://ipuz.org/sudoku\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\",\",\n \"\\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": { 1: IPUZ_BLOCK_VALIDATORS, }, },\",\n \"import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS\",\n \"import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \\\"http://ipuz.org/acrostic\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\",\",\n \"{ 1: IPUZ_ANSWER_VALIDATORS, }, }, \\\"http://ipuz.org/block\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\",\",\n \"IPUZ_BLOCK_VALIDATORS, }, }, \\\"http://ipuz.org/crossword\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", \\\"puzzle\\\", ),\",\n \"( \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_SUDOKU_VALIDATORS, }, }, \\\"http://ipuz.org/wordsearch\\\":\",\n \"\\\"validators\\\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \\\"http://ipuz.org/fill\\\": { \\\"mandatory\\\": (),\",\n \"IPUZ_SUDOKU_VALIDATORS, }, }, \\\"http://ipuz.org/wordsearch\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\":\",\n \"\\\"http://ipuz.org/crossword\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", \\\"puzzle\\\", ), \\\"validators\\\": { 1:\",\n \"1: IPUZ_FILL_VALIDATORS, }, }, \\\"http://ipuz.org/sudoku\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ),\",\n \"from .fill import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch\",\n \"1: IPUZ_ACROSTIC_VALIDATORS, }, }, \\\"http://ipuz.org/answer\\\": { \\\"mandatory\\\": (), \\\"validators\\\": {\",\n \"\\\"mandatory\\\": ( \\\"dimensions\\\", \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_CROSSWORD_VALIDATORS, },\",\n \"1: IPUZ_SUDOKU_VALIDATORS, }, }, \\\"http://ipuz.org/wordsearch\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ),\",\n \"\\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, },\",\n \"}, \\\"http://ipuz.org/fill\\\": { \\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_FILL_VALIDATORS, },\",\n \"IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \\\"http://ipuz.org/acrostic\\\": {\",\n \".answer import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from .crossword import\",\n \"1: IPUZ_ANSWER_VALIDATORS, }, }, \\\"http://ipuz.org/block\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ),\",\n \"}, \\\"http://ipuz.org/sudoku\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": { 1:\",\n \"( \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \\\"http://ipuz.org/answer\\\":\",\n \"from .answer import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from .crossword\",\n \"), \\\"validators\\\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \\\"http://ipuz.org/fill\\\": { \\\"mandatory\\\":\",\n \"from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from .sudoku\",\n \"(), \\\"validators\\\": { 1: IPUZ_ANSWER_VALIDATORS, }, }, \\\"http://ipuz.org/block\\\": { \\\"mandatory\\\":\",\n \"\\\"dimensions\\\", ), \\\"validators\\\": { 1: IPUZ_BLOCK_VALIDATORS, }, }, \\\"http://ipuz.org/crossword\\\": {\",\n \"{ \\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_FILL_VALIDATORS, }, }, \\\"http://ipuz.org/sudoku\\\":\",\n \".sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = {\",\n \"\\\"http://ipuz.org/sudoku\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_SUDOKU_VALIDATORS,\",\n \"( \\\"dimensions\\\", \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, },\",\n \"import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS\",\n \"IPUZ_FILL_VALIDATORS, }, }, \\\"http://ipuz.org/sudoku\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\":\",\n \"{ \\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_ANSWER_VALIDATORS, }, }, \\\"http://ipuz.org/block\\\":\",\n \"}, }, \\\"http://ipuz.org/block\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": {\",\n \"from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \\\"http://ipuz.org/acrostic\\\": { \\\"mandatory\\\":\",\n \"), \\\"validators\\\": { 1: IPUZ_SUDOKU_VALIDATORS, }, }, \\\"http://ipuz.org/wordsearch\\\": { \\\"mandatory\\\":\",\n \"{ 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \\\"http://ipuz.org/answer\\\": { \\\"mandatory\\\": (), \\\"validators\\\":\",\n \"), \\\"validators\\\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \\\"http://ipuz.org/answer\\\": { \\\"mandatory\\\":\",\n \"}, \\\"http://ipuz.org/block\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": { 1:\",\n \"IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from\",\n \"{ 1: IPUZ_SUDOKU_VALIDATORS, }, }, \\\"http://ipuz.org/wordsearch\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\",\",\n \"\\\"validators\\\": { 1: IPUZ_FILL_VALIDATORS, }, }, \\\"http://ipuz.org/sudoku\\\": { \\\"mandatory\\\": (\",\n \"{ \\\"mandatory\\\": ( \\\"dimensions\\\", \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_CROSSWORD_VALIDATORS,\",\n \"\\\"validators\\\": { 1: IPUZ_ACROSTIC_VALIDATORS, }, }, \\\"http://ipuz.org/answer\\\": { \\\"mandatory\\\": (),\",\n \"IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from\",\n \"1: IPUZ_CROSSWORD_VALIDATORS, }, }, \\\"http://ipuz.org/fill\\\": { \\\"mandatory\\\": (), \\\"validators\\\": {\",\n \"\\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_SUDOKU_VALIDATORS, }, }, \\\"http://ipuz.org/wordsearch\\\": {\",\n \"IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import IPUZ_FILL_VALIDATORS from\",\n \"<gh_stars>1-10 from .acrostic import IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from\",\n \"IPUZ_ANSWER_VALIDATORS, }, }, \\\"http://ipuz.org/block\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\":\",\n \"import IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS\",\n \"\\\"validators\\\": { 1: IPUZ_ANSWER_VALIDATORS, }, }, \\\"http://ipuz.org/block\\\": { \\\"mandatory\\\": (\",\n \"}, }, \\\"http://ipuz.org/wordsearch\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": {\",\n \"IPUZ_ACROSTIC_VALIDATORS, }, }, \\\"http://ipuz.org/answer\\\": { \\\"mandatory\\\": (), \\\"validators\\\": { 1:\",\n \"IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \\\"http://ipuz.org/acrostic\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ),\",\n \"import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS\",\n \".wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \\\"http://ipuz.org/acrostic\\\": { \\\"mandatory\\\": (\",\n \"\\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_SUDOKU_VALIDATORS, }, },\",\n \"from .acrostic import IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from .block\",\n \"\\\"http://ipuz.org/block\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": { 1: IPUZ_BLOCK_VALIDATORS,\",\n \"IPUZ_FILL_VALIDATORS from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS\",\n \"import IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS\",\n \"\\\"http://ipuz.org/acrostic\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_ACROSTIC_VALIDATORS,\",\n \"\\\"http://ipuz.org/wordsearch\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": { 1: IPUZ_WORDSEARCH_VALIDATORS,\",\n \"{ \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": { 1: IPUZ_BLOCK_VALIDATORS, },\",\n \"(), \\\"validators\\\": { 1: IPUZ_FILL_VALIDATORS, }, }, \\\"http://ipuz.org/sudoku\\\": { \\\"mandatory\\\":\",\n \"from .block import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill\",\n \"\\\"http://ipuz.org/answer\\\": { \\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_ANSWER_VALIDATORS, }, },\",\n \"{ \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_SUDOKU_VALIDATORS, },\",\n \".block import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from .fill import\",\n \"IPUZ_ANSWER_VALIDATORS from .block import IPUZ_BLOCK_VALIDATORS from .crossword import IPUZ_CROSSWORD_VALIDATORS from\",\n \"{ \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_ACROSTIC_VALIDATORS, },\",\n \"\\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_ANSWER_VALIDATORS, }, }, \\\"http://ipuz.org/block\\\": {\",\n \"}, \\\"http://ipuz.org/crossword\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", \\\"puzzle\\\", ), \\\"validators\\\": {\",\n \"( \\\"dimensions\\\", ), \\\"validators\\\": { 1: IPUZ_BLOCK_VALIDATORS, }, }, \\\"http://ipuz.org/crossword\\\":\",\n \"}, \\\"http://ipuz.org/wordsearch\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": { 1:\",\n \"import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS = { \\\"http://ipuz.org/acrostic\\\":\",\n \"( \\\"dimensions\\\", ), \\\"validators\\\": { 1: IPUZ_WORDSEARCH_VALIDATORS, }, }, }\",\n \"}, }, \\\"http://ipuz.org/answer\\\": { \\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_ANSWER_VALIDATORS,\",\n \"\\\"dimensions\\\", \\\"puzzle\\\", ), \\\"validators\\\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \\\"http://ipuz.org/fill\\\":\",\n \".acrostic import IPUZ_ACROSTIC_VALIDATORS from .answer import IPUZ_ANSWER_VALIDATORS from .block import\",\n \"), \\\"validators\\\": { 1: IPUZ_BLOCK_VALIDATORS, }, }, \\\"http://ipuz.org/crossword\\\": { \\\"mandatory\\\":\",\n \"{ \\\"mandatory\\\": ( \\\"dimensions\\\", ), \\\"validators\\\": { 1: IPUZ_WORDSEARCH_VALIDATORS, },\",\n \"IPUZ_PUZZLEKINDS = { \\\"http://ipuz.org/acrostic\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\":\",\n \"}, \\\"http://ipuz.org/answer\\\": { \\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_ANSWER_VALIDATORS, },\",\n \"\\\"validators\\\": { 1: IPUZ_SUDOKU_VALIDATORS, }, }, \\\"http://ipuz.org/wordsearch\\\": { \\\"mandatory\\\": (\",\n \"= { \\\"http://ipuz.org/acrostic\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": {\",\n \"from .sudoku import IPUZ_SUDOKU_VALIDATORS from .wordsearch import IPUZ_WORDSEARCH_VALIDATORS IPUZ_PUZZLEKINDS =\",\n \"{ 1: IPUZ_BLOCK_VALIDATORS, }, }, \\\"http://ipuz.org/crossword\\\": { \\\"mandatory\\\": ( \\\"dimensions\\\",\",\n \"\\\"mandatory\\\": (), \\\"validators\\\": { 1: IPUZ_FILL_VALIDATORS, }, }, \\\"http://ipuz.org/sudoku\\\": {\",\n \"{ \\\"http://ipuz.org/acrostic\\\": { \\\"mandatory\\\": ( \\\"puzzle\\\", ), \\\"validators\\\": { 1:\",\n \"\\\"validators\\\": { 1: IPUZ_BLOCK_VALIDATORS, }, }, \\\"http://ipuz.org/crossword\\\": { \\\"mandatory\\\": (\"\n]","isConversational":false}}},{"rowIdx":1692,"cells":{"ngram":{"kind":"list like","value":["request.get_json() data[\"id\"] = user_id schema = UserSchema(view=\"admin\", instance=user, partial=True) response","UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if","count}} @users_namespace.route(\"/me/awards\") @users_namespace.param(\"user_id\", \"User ID\") class UserPrivateAwards(Resource): @authed_only def get(self):","ID\") class UserPublic(Resource): @check_account_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()","\"data\": response.data} @users_namespace.route(\"/<user_id>/solves\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility","UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if","\"meta\": {\"count\": count}} @users_namespace.route(\"/me/awards\") @users_namespace.param(\"user_id\", \"User ID\") class UserPrivateAwards(Resource): @authed_only","password = <PASSWORD>\") clear_standings() response = schema.dump(response.data) return {\"success\": True,","response.errors: return {\"success\": False, \"errors\": response.errors}, 400 # return {\"success\":","@users_namespace.route(\"/<user_id>/fails\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self,","len(response.data) return {\"success\": True, \"data\": data, \"meta\": {\"count\": count}} @users_namespace.route(\"/me/awards\")","UserSchema(view=\"self\", instance=user, partial=True) response = schema.load(data) if response.errors: return {\"success\":","400 db.session.add(response.data) db.session.commit() if request.args.get(\"notify\"): name = response.data.name password =","Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\"success\": True} @users_namespace.route(\"/me\")","\"user\")).dump(user) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 response.data[\"place\"]","CTFd.schemas.users import UserSchema users_namespace = Namespace(\"users\", description=\"Endpoint to retrieve Users\")","and is_admin() is False: abort(404) fails = user.get_fails(admin=is_admin()) view =","UserPublic(Resource): @check_account_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned","from flask_restplus import Namespace, Resource from CTFd.models import ( db,","True, \"data\": response} @authed_only def patch(self): user = get_current_user() data","Notifications, ) from CTFd.utils.decorators import authed_only, admins_only, ratelimit from CTFd.cache","response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\"notify\"): name = response.data.name password","Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return","Solves, Awards, Tracking, Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators import","return {\"success\": True, \"data\": response} @authed_only def patch(self): user =","schema.load(req) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 db.session.add(response.data)","if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 # return","= request.get_json() schema = UserSchema(\"admin\") response = schema.load(req) if response.errors:","def get(self): user = get_current_user() solves = user.get_solves(admin=True) view =","request.get_json() schema = UserSchema(\"admin\") response = schema.load(req) if response.errors: return","return {\"success\": True, \"data\": response.data} return {\"success\": True, \"data\": None}","response.data} @admins_only def post(self): req = request.get_json() schema = UserSchema(\"admin\")","if (user.banned or user.hidden) and is_admin() is False: abort(404) response","True, \"data\": data, \"meta\": {\"count\": count}} return {\"success\": True, \"data\":","schema.dump(response.data) db.session.close() clear_standings() return {\"success\": True, \"data\": response} @admins_only def","session, request, abort from flask_restplus import Namespace, Resource from CTFd.models","\"data\": response.data} @admins_only def post(self): req = request.get_json() schema =","response = schema.load(req) if response.errors: return {\"success\": False, \"errors\": response.errors},","check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import","class UserPrivateSolves(Resource): @authed_only def get(self): user = get_current_user() solves =","= Namespace(\"users\", description=\"Endpoint to retrieve Users\") @users_namespace.route(\"\") class UserList(Resource): @check_account_visibility","{\"success\": True, \"data\": response} @authed_only def patch(self): user = get_current_user()","response.errors}, 400 if is_admin(): data = response.data else: data =","else \"admin\" response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\"success\":","fails = user.get_fails(admin=is_admin()) view = \"user\" if not is_admin() else","abort(404) fails = user.get_fails(admin=is_admin()) view = \"user\" if not is_admin()","response.data else: data = [] count = len(response.data) return {\"success\":","response = schema.dump(response.data) db.session.close() clear_standings() return {\"success\": True, \"data\": response}","response.data} @users_namespace.route(\"/<int:user_id>\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublic(Resource): @check_account_visibility def get(self,","users_namespace = Namespace(\"users\", description=\"Endpoint to retrieve Users\") @users_namespace.route(\"\") class UserList(Resource):","user.get_awards(admin=is_admin()) view = \"user\" if not is_admin() else \"admin\" response","get_current_user() data = request.get_json() schema = UserSchema(view=\"self\", instance=user, partial=True) response","response = UserSchema(view=session.get(\"type\", \"user\")).dump(user) if response.errors: return {\"success\": False, \"errors\":","Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators import authed_only, admins_only, ratelimit","len(response.data) # return {\"success\": True, \"data\": data, \"meta\": {\"count\": count}}","is_admin() is False: abort(404) solves = user.get_solves(admin=is_admin()) view = \"user\"","def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete()","get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and","= get_current_user() solves = user.get_solves(admin=True) view = \"user\" if not","is_admin() else \"admin\" response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return","if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 db.session.commit() response","response.errors: return {\"success\": False, \"errors\": response.errors}, 400 response.data[\"place\"] = user.place","{\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/solves\") class UserPrivateSolves(Resource): @authed_only def get(self):","import clear_standings from CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility import","= user.get_fails(admin=is_admin()) view = \"user\" if not is_admin() else \"admin\"","many=True).dump(solves) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 return","is False: abort(404) response = UserSchema(view=session.get(\"type\", \"user\")).dump(user) if response.errors: return","if not is_admin() else \"admin\" response = SubmissionSchema(view=view, many=True).dump(fails) if","user.score return {\"success\": True, \"data\": response} @authed_only def patch(self): user","db, Users, Solves, Awards, Tracking, Unlocks, Submissions, Notifications, ) from","UserPrivateAwards(Resource): @authed_only def get(self): user = get_current_user() awards = user.get_awards(admin=True)","False: abort(404) response = UserSchema(view=session.get(\"type\", \"user\")).dump(user) if response.errors: return {\"success\":","\"data\": response.data} @users_namespace.route(\"/<int:user_id>\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublic(Resource): @check_account_visibility def","data, \"meta\": {\"count\": count}} return {\"success\": True, \"data\": None, \"meta\":","class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()","class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()","400 response.data[\"place\"] = user.place response.data[\"score\"] = user.score return {\"success\": True,","{\"success\": False, \"errors\": response.errors}, 400 db.session.commit() response = schema.dump(response.data) db.session.close()","from CTFd.models import ( db, Users, Solves, Awards, Tracking, Unlocks,","user = get_current_user() awards = user.get_awards(admin=True) view = \"user\" if","count = len(response.data) return {\"success\": True, \"data\": data, \"meta\": {\"count\":","@authed_only def get(self): user = get_current_user() fails = user.get_fails(admin=True) view","{\"success\": False, \"errors\": response.errors}, 400 return {\"success\": True, \"data\": response.data}","@users_namespace.route(\"/me/solves\") class UserPrivateSolves(Resource): @authed_only def get(self): user = get_current_user() solves","import UserSchema users_namespace = Namespace(\"users\", description=\"Endpoint to retrieve Users\") @users_namespace.route(\"\")","many=True).dump(solves) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 #","= get_current_user() response = UserSchema(\"self\").dump(user).data response[\"place\"] = user.place response[\"score\"] =","UserSchema(\"self\").dump(user).data response[\"place\"] = user.place response[\"score\"] = user.score return {\"success\": True,","ID\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user =","import ( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema from","CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import UserSchema users_namespace = Namespace(\"users\",","False, \"errors\": response.errors}, 400 response.data[\"place\"] = user.place response.data[\"score\"] = user.score","= response.data else: data = [] count = len(response.data) #","data = [] count = len(response.data) # return {\"success\": True,","@users_namespace.route(\"/me\") class UserPrivate(Resource): @authed_only def get(self): user = get_current_user() response","if request.args.get(\"notify\"): name = response.data.name password = <PASSWORD>\") clear_standings() response","user = get_current_user() data = request.get_json() schema = UserSchema(view=\"self\", instance=user,","return {\"success\": True, \"data\": None} @users_namespace.route(\"/<user_id>/fails\") @users_namespace.param(\"user_id\", \"User ID\") class","{\"success\": True, \"data\": response.data} @users_namespace.route(\"/<user_id>/solves\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicSolves(Resource):","return {\"success\": True, \"data\": response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete()","@users_namespace.route(\"/me/awards\") @users_namespace.param(\"user_id\", \"User ID\") class UserPrivateAwards(Resource): @authed_only def get(self): user","(user.banned or user.hidden) and is_admin() is False: abort(404) fails =","flask_restplus import Namespace, Resource from CTFd.models import ( db, Users,","= user.get_solves(admin=True) view = \"user\" if not is_admin() else \"admin\"","get_current_user() solves = user.get_solves(admin=True) view = \"user\" if not is_admin()","= UserSchema(view=\"admin\", instance=user, partial=True) response = schema.load(data) if response.errors: return","if (user.banned or user.hidden) and is_admin() is False: abort(404) solves","= UserSchema(view=\"self\", instance=user, partial=True) response = schema.load(data) if response.errors: return","UserSchema(view=session.get(\"type\", \"user\")).dump(user) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400","False: abort(404) fails = user.get_fails(admin=is_admin()) view = \"user\" if not","user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and is_admin() is","if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 return {\"success\":","\"User ID\") class UserPrivateAwards(Resource): @authed_only def get(self): user = get_current_user()","clear_standings() return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/solves\") class UserPrivateSolves(Resource): @authed_only","Resource from CTFd.models import ( db, Users, Solves, Awards, Tracking,","@users_namespace.route(\"/me/fails\") class UserPrivateFails(Resource): @authed_only def get(self): user = get_current_user() fails","many=True).dump(fails) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 if","class UserList(Resource): @check_account_visibility def get(self): users = Users.query.filter_by(banned=False, hidden=False) response","is_admin() else \"admin\" response = AwardSchema(view=view, many=True).dump(awards) if response.errors: return","class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()","def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden)","awards = user.get_awards(admin=True) view = \"user\" if not is_admin() else","= schema.load(req) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400","import session, request, abort from flask_restplus import Namespace, Resource from","authed_only, admins_only, ratelimit from CTFd.cache import clear_standings from CTFd.utils.user import","data[\"id\"] = user_id schema = UserSchema(view=\"admin\", instance=user, partial=True) response =","ID\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user =","[] count = len(response.data) # return {\"success\": True, \"data\": data,","return {\"success\": True, \"data\": None, \"meta\": {\"count\": None}} @users_namespace.route(\"/<user_id>/awards\") @users_namespace.param(\"user_id\",","\"User ID\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user","True, \"data\": response.data} @users_namespace.route(\"/<user_id>/solves\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicSolves(Resource): @check_account_visibility","response} @authed_only def patch(self): user = get_current_user() data = request.get_json()","response.errors}, 400 return {\"success\": True, \"data\": response.data} @admins_only def post(self):","response.data} return {\"success\": True, \"data\": None} @users_namespace.route(\"/<user_id>/fails\") @users_namespace.param(\"user_id\", \"User ID\")","\"errors\": response.errors}, 400 return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<user_id>/solves\") @users_namespace.param(\"user_id\",","user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and is_admin()","else: data = [] count = len(response.data) return {\"success\": True,","db.session.commit() if request.args.get(\"notify\"): name = response.data.name password = <PASSWORD>\") clear_standings()","\"data\": response} @authed_only def patch(self): user = get_current_user() data =","data = request.get_json() data[\"id\"] = user_id schema = UserSchema(view=\"admin\", instance=user,","response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\"success\": False, \"errors\":","response[\"score\"] = user.score return {\"success\": True, \"data\": response} @authed_only def","count = len(response.data) # return {\"success\": True, \"data\": data, \"meta\":","response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\"success\": False, \"errors\":","abort from flask_restplus import Namespace, Resource from CTFd.models import (","True, \"data\": response.data} @users_namespace.route(\"/me/fails\") class UserPrivateFails(Resource): @authed_only def get(self): user","from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users","class UserPrivateAwards(Resource): @authed_only def get(self): user = get_current_user() awards =","import ( db, Users, Solves, Awards, Tracking, Unlocks, Submissions, Notifications,","{\"success\": True, \"data\": data, \"meta\": {\"count\": count}} return {\"success\": True,","clear_standings from CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility import (","= Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and is_admin() is False:","else \"admin\" response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\"success\":","SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400","400 return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/fails\") class UserPrivateFails(Resource): @authed_only","is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions","get_current_user() awards = user.get_awards(admin=True) view = \"user\" if not is_admin()","\"data\": response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete()","import get_current_user, is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, )","= response.data else: data = [] count = len(response.data) return","CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility,","response = schema.dump(response.data) db.session.close() clear_standings() return {\"success\": True, \"data\": response.data}","None, \"meta\": {\"count\": None}} @users_namespace.route(\"/<user_id>/awards\") @users_namespace.param(\"user_id\", \"User ID or 'me'\")","False: abort(404) solves = user.get_solves(admin=is_admin()) view = \"user\" if not","(user.banned or user.hidden) and is_admin() is False: abort(404) response =","False, \"errors\": response.errors}, 400 return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<user_id>/solves\")","and is_admin() is False: abort(404) solves = user.get_solves(admin=is_admin()) view =","response.data} @users_namespace.route(\"/me/fails\") class UserPrivateFails(Resource): @authed_only def get(self): user = get_current_user()","description=\"Endpoint to retrieve Users\") @users_namespace.route(\"\") class UserList(Resource): @check_account_visibility def get(self):","= [] count = len(response.data) # return {\"success\": True, \"data\":","response.errors}, 400 # return {\"success\": True, \"data\": response.data} return {\"success\":","Users, Solves, Awards, Tracking, Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators","get(self): user = get_current_user() fails = user.get_fails(admin=True) view = \"user\"","import authed_only, admins_only, ratelimit from CTFd.cache import clear_standings from CTFd.utils.user","return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/solves\") class UserPrivateSolves(Resource): @authed_only def","False, \"errors\": response.errors}, 400 return {\"success\": True, \"data\": response.data} @admins_only","def patch(self): user = get_current_user() data = request.get_json() schema =","UserPrivateSolves(Resource): @authed_only def get(self): user = get_current_user() solves = user.get_solves(admin=True)","= SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\"success\": False, \"errors\": response.errors},","db.session.close() clear_standings() return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/solves\") class UserPrivateSolves(Resource):","user.hidden) and is_admin() is False: abort(404) awards = user.get_awards(admin=is_admin()) view","@users_namespace.param(\"user_id\", \"User ID\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id):","= schema.dump(response.data) return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<int:user_id>\") @users_namespace.param(\"user_id\", \"User","\"errors\": response.errors}, 400 response.data[\"place\"] = user.place response.data[\"score\"] = user.score return","Namespace(\"users\", description=\"Endpoint to retrieve Users\") @users_namespace.route(\"\") class UserList(Resource): @check_account_visibility def","\"User ID or 'me'\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self,","Namespace, Resource from CTFd.models import ( db, Users, Solves, Awards,","{\"count\": count}} @users_namespace.route(\"/me/awards\") @users_namespace.param(\"user_id\", \"User ID\") class UserPrivateAwards(Resource): @authed_only def","Awards, Tracking, Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators import authed_only,","if is_admin(): data = response.data else: data = [] count","= user_id schema = UserSchema(view=\"admin\", instance=user, partial=True) response = schema.load(data)","= request.get_json() data[\"id\"] = user_id schema = UserSchema(view=\"admin\", instance=user, partial=True)","if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 db.session.add(response.data) db.session.commit()","\"meta\": {\"count\": count}} return {\"success\": True, \"data\": None, \"meta\": {\"count\":","user.get_solves(admin=is_admin()) view = \"user\" if not is_admin() else \"admin\" response","{\"success\": False, \"errors\": response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\"notify\"): name","AwardSchema from CTFd.schemas.users import UserSchema users_namespace = Namespace(\"users\", description=\"Endpoint to","response.errors: return {\"success\": False, \"errors\": response.errors}, 400 return {\"success\": True,","True, \"data\": response.data} @admins_only def post(self): req = request.get_json() schema","is_admin(): data = response.data else: data = [] count =","if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 response.data[\"place\"] =","\"data\": None} @users_namespace.route(\"/<user_id>/fails\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility","\"errors\": response.errors}, 400 if is_admin(): data = response.data else: data","schema = UserSchema(\"admin\") response = schema.load(req) if response.errors: return {\"success\":","@admins_only def post(self): req = request.get_json() schema = UserSchema(\"admin\") response","user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close()","\"user\" if not is_admin() else \"admin\" response = SubmissionSchema(view=view, many=True).dump(solves)","response = UserSchema(\"self\").dump(user).data response[\"place\"] = user.place response[\"score\"] = user.score return","or user.hidden) and is_admin() is False: abort(404) response = UserSchema(view=session.get(\"type\",","ratelimit from CTFd.cache import clear_standings from CTFd.utils.user import get_current_user, is_admin","True, \"data\": response.data} @users_namespace.route(\"/<int:user_id>\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublic(Resource): @check_account_visibility","Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\"user\", many=True).dump(users) if response.errors: return {\"success\":","response = schema.dump(response.data) return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<int:user_id>\") @users_namespace.param(\"user_id\",","if not is_admin() else \"admin\" response = AwardSchema(view=view, many=True).dump(awards) if","# return {\"success\": True, \"data\": data, \"meta\": {\"count\": count}} return","if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 if is_admin():","{\"success\": True, \"data\": response.data} @admins_only def post(self): req = request.get_json()","Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\"success\":","False, \"errors\": response.errors}, 400 if is_admin(): data = response.data else:","400 return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<user_id>/solves\") @users_namespace.param(\"user_id\", \"User ID\")","\"meta\": {\"count\": None}} @users_namespace.route(\"/<user_id>/awards\") @users_namespace.param(\"user_id\", \"User ID or 'me'\") class","<filename>CTFd/api/v1/users.py from flask import session, request, abort from flask_restplus import","admins_only, ratelimit from CTFd.cache import clear_standings from CTFd.utils.user import get_current_user,","from CTFd.utils.decorators import authed_only, admins_only, ratelimit from CTFd.cache import clear_standings","{\"count\": None}} @users_namespace.route(\"/<user_id>/awards\") @users_namespace.param(\"user_id\", \"User ID or 'me'\") class UserPublicAwards(Resource):","False, \"errors\": response.errors}, 400 # return {\"success\": True, \"data\": response.data}","else \"admin\" response = AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\"success\":","@authed_only def get(self): user = get_current_user() response = UserSchema(\"self\").dump(user).data response[\"place\"]","get(self): user = get_current_user() awards = user.get_awards(admin=True) view = \"user\"","@admins_only def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json()","Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\"success\": True} @users_namespace.route(\"/me\") class UserPrivate(Resource):","not is_admin() else \"admin\" response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors:","name = response.data.name password = <PASSWORD>\") clear_standings() response = schema.dump(response.data)","user = get_current_user() solves = user.get_solves(admin=True) view = \"user\" if","solves = user.get_solves(admin=is_admin()) view = \"user\" if not is_admin() else","def get(self): user = get_current_user() response = UserSchema(\"self\").dump(user).data response[\"place\"] =","def get(self): users = Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\"user\", many=True).dump(users)","or 'me'\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user","from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import","req = request.get_json() schema = UserSchema(\"admin\") response = schema.load(req) if","@users_namespace.route(\"/<user_id>/solves\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self,","view = \"user\" if not is_admin() else \"admin\" response =","= get_current_user() awards = user.get_awards(admin=True) view = \"user\" if not","to retrieve Users\") @users_namespace.route(\"\") class UserList(Resource): @check_account_visibility def get(self): users","Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and is_admin() is False: abort(404)","= UserSchema(view=\"user\", many=True).dump(users) if response.errors: return {\"success\": False, \"errors\": response.errors},","{\"success\": False, \"errors\": response.errors}, 400 if is_admin(): data = response.data","400 db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings() return {\"success\": True,","True} @users_namespace.route(\"/me\") class UserPrivate(Resource): @authed_only def get(self): user = get_current_user()","schema.dump(response.data) return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<int:user_id>\") @users_namespace.param(\"user_id\", \"User ID\")","= user.get_awards(admin=is_admin()) view = \"user\" if not is_admin() else \"admin\"",") from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import AwardSchema from","@authed_only def patch(self): user = get_current_user() data = request.get_json() schema","\"admin\" response = AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\"success\": False,","abort(404) awards = user.get_awards(admin=is_admin()) view = \"user\" if not is_admin()","\"data\": response.data} @users_namespace.route(\"/me/fails\") class UserPrivateFails(Resource): @authed_only def get(self): user =","True, \"data\": None, \"meta\": {\"count\": None}} @users_namespace.route(\"/<user_id>/awards\") @users_namespace.param(\"user_id\", \"User ID","\"errors\": response.errors}, 400 return {\"success\": True, \"data\": response.data} @admins_only def","is_admin() is False: abort(404) response = UserSchema(view=session.get(\"type\", \"user\")).dump(user) if response.errors:","data = response.data else: data = [] count = len(response.data)","from CTFd.schemas.users import UserSchema users_namespace = Namespace(\"users\", description=\"Endpoint to retrieve","= len(response.data) # return {\"success\": True, \"data\": data, \"meta\": {\"count\":","schema.dump(response.data) db.session.close() clear_standings() return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/solves\") class","{\"success\": False, \"errors\": response.errors}, 400 response.data[\"place\"] = user.place response.data[\"score\"] =","False, \"errors\": response.errors}, 400 return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/fails\")","db.session.add(response.data) db.session.commit() if request.args.get(\"notify\"): name = response.data.name password = <PASSWORD>\")","UserPrivate(Resource): @authed_only def get(self): user = get_current_user() response = UserSchema(\"self\").dump(user).data","( db, Users, Solves, Awards, Tracking, Unlocks, Submissions, Notifications, )","get(self): users = Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\"user\", many=True).dump(users) if","Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\"id\"] = user_id schema = UserSchema(view=\"admin\",","instance=user, partial=True) response = schema.load(data) if response.errors: return {\"success\": False,","is_admin() is False: abort(404) fails = user.get_fails(admin=is_admin()) view = \"user\"","{\"success\": True, \"data\": data, \"meta\": {\"count\": count}} @users_namespace.route(\"/me/awards\") @users_namespace.param(\"user_id\", \"User","CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import","get_current_user() response = UserSchema(\"self\").dump(user).data response[\"place\"] = user.place response[\"score\"] = user.score","= [] count = len(response.data) return {\"success\": True, \"data\": data,","response.data[\"score\"] = user.score return {\"success\": True, \"data\": response.data} @admins_only def","def get(self): user = get_current_user() fails = user.get_fails(admin=True) view =","from CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility,","get(self): user = get_current_user() response = UserSchema(\"self\").dump(user).data response[\"place\"] = user.place","response.errors}, 400 response.data[\"place\"] = user.place response.data[\"score\"] = user.score return {\"success\":","\"user\" if not is_admin() else \"admin\" response = AwardSchema(view=view, many=True).dump(awards)","return {\"success\": False, \"errors\": response.errors}, 400 if is_admin(): data =","= user.get_awards(admin=True) view = \"user\" if not is_admin() else \"admin\"","or user.hidden) and is_admin() is False: abort(404) fails = user.get_fails(admin=is_admin())","@admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete()","\"admin\" response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\"success\": False,","@users_namespace.param(\"user_id\", \"User ID\") class UserPrivateAwards(Resource): @authed_only def get(self): user =","True, \"data\": response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete()","response.errors}, 400 return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/fails\") class UserPrivateFails(Resource):","users = Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\"user\", many=True).dump(users) if response.errors:","None}} @users_namespace.route(\"/<user_id>/awards\") @users_namespace.param(\"user_id\", \"User ID or 'me'\") class UserPublicAwards(Resource): @check_account_visibility","and is_admin() is False: abort(404) awards = user.get_awards(admin=is_admin()) view =","@users_namespace.param(\"user_id\", \"User ID\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id):","\"errors\": response.errors}, 400 db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings() return","patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\"id\"] =","{\"success\": True, \"data\": None} @users_namespace.route(\"/<user_id>/fails\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicFails(Resource):","response = AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\"success\": False, \"errors\":","# return {\"success\": True, \"data\": response.data} return {\"success\": True, \"data\":","user.place response[\"score\"] = user.score return {\"success\": True, \"data\": response} @authed_only","True, \"data\": None} @users_namespace.route(\"/<user_id>/fails\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicFails(Resource): @check_account_visibility","\"data\": response.data} @admins_only def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data","response.data} @users_namespace.route(\"/me/solves\") class UserPrivateSolves(Resource): @authed_only def get(self): user = get_current_user()","= UserSchema(\"admin\") response = schema.load(req) if response.errors: return {\"success\": False,","return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<int:user_id>\") @users_namespace.param(\"user_id\", \"User ID\") class","response.data} @admins_only def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data =","@users_namespace.route(\"/<user_id>/awards\") @users_namespace.param(\"user_id\", \"User ID or 'me'\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility","user.get_solves(admin=True) view = \"user\" if not is_admin() else \"admin\" response","= \"user\" if not is_admin() else \"admin\" response = AwardSchema(view=view,","{\"success\": False, \"errors\": response.errors}, 400 # return {\"success\": True, \"data\":","db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings() return {\"success\": True, \"data\":","= user.get_fails(admin=True) view = \"user\" if not is_admin() else \"admin\"","return {\"success\": True, \"data\": response.data} @admins_only def patch(self, user_id): user","Tracking, Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators import authed_only, admins_only,","\"User ID\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user","response.data else: data = [] count = len(response.data) # return","check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import AwardSchema","\"errors\": response.errors}, 400 return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/fails\") class","user.hidden) and is_admin() is False: abort(404) fails = user.get_fails(admin=is_admin()) view","400 if is_admin(): data = response.data else: data = []","request, abort from flask_restplus import Namespace, Resource from CTFd.models import","schema.load(data) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 db.session.commit()","retrieve Users\") @users_namespace.route(\"\") class UserList(Resource): @check_account_visibility def get(self): users =","class UserPublic(Resource): @check_account_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if","\"data\": response.data} return {\"success\": True, \"data\": None} @users_namespace.route(\"/<user_id>/fails\") @users_namespace.param(\"user_id\", \"User","False: abort(404) awards = user.get_awards(admin=is_admin()) view = \"user\" if not","response.errors: return {\"success\": False, \"errors\": response.errors}, 400 if is_admin(): data","Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\"success\": True} @users_namespace.route(\"/me\") class","and is_admin() is False: abort(404) response = UserSchema(view=session.get(\"type\", \"user\")).dump(user) if","data = [] count = len(response.data) return {\"success\": True, \"data\":","= Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\"user\", many=True).dump(users) if response.errors: return","return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/fails\") class UserPrivateFails(Resource): @authed_only def","user.get_fails(admin=is_admin()) view = \"user\" if not is_admin() else \"admin\" response","abort(404) solves = user.get_solves(admin=is_admin()) view = \"user\" if not is_admin()","= AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\"success\": False, \"errors\": response.errors},","if (user.banned or user.hidden) and is_admin() is False: abort(404) fails","False, \"errors\": response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\"notify\"): name =","False, \"errors\": response.errors}, 400 db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings()","\"errors\": response.errors}, 400 # return {\"success\": True, \"data\": response.data} return","class UserPrivateFails(Resource): @authed_only def get(self): user = get_current_user() fails =","return {\"success\": True, \"data\": response.data} @admins_only def post(self): req =","= SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\"success\": False, \"errors\": response.errors},","return {\"success\": False, \"errors\": response.errors}, 400 return {\"success\": True, \"data\":","response.errors}, 400 return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<user_id>/solves\") @users_namespace.param(\"user_id\", \"User","else: data = [] count = len(response.data) # return {\"success\":","return {\"success\": True} @users_namespace.route(\"/me\") class UserPrivate(Resource): @authed_only def get(self): user",") from CTFd.utils.decorators import authed_only, admins_only, ratelimit from CTFd.cache import","get_current_user() fails = user.get_fails(admin=True) view = \"user\" if not is_admin()","user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\"id\"] = user_id schema","@authed_only def get(self): user = get_current_user() solves = user.get_solves(admin=True) view","get_current_user, is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, ) from","response = schema.load(data) if response.errors: return {\"success\": False, \"errors\": response.errors},","user.hidden) and is_admin() is False: abort(404) solves = user.get_solves(admin=is_admin()) view","partial=True) response = schema.load(data) if response.errors: return {\"success\": False, \"errors\":","'me'\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user =","{\"success\": True, \"data\": response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete()","[] count = len(response.data) return {\"success\": True, \"data\": data, \"meta\":","= request.get_json() schema = UserSchema(view=\"self\", instance=user, partial=True) response = schema.load(data)","response.errors}, 400 db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings() return {\"success\":","\"admin\" response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\"success\": False,","many=True).dump(users) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 return","import AwardSchema from CTFd.schemas.users import UserSchema users_namespace = Namespace(\"users\", description=\"Endpoint","= response.data.name password = <PASSWORD>\") clear_standings() response = schema.dump(response.data) return","Submissions, Notifications, ) from CTFd.utils.decorators import authed_only, admins_only, ratelimit from","@users_namespace.route(\"/<int:user_id>\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublic(Resource): @check_account_visibility def get(self, user_id):","{\"success\": True, \"data\": response.data} @users_namespace.route(\"/<int:user_id>\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublic(Resource):","post(self): req = request.get_json() schema = UserSchema(\"admin\") response = schema.load(req)","= UserSchema(view=session.get(\"type\", \"user\")).dump(user) if response.errors: return {\"success\": False, \"errors\": response.errors},","= user.score return {\"success\": True, \"data\": response} @authed_only def patch(self):","ID\") class UserPrivateAwards(Resource): @authed_only def get(self): user = get_current_user() awards","(user.banned or user.hidden) and is_admin() is False: abort(404) awards =","{\"success\": True, \"data\": None, \"meta\": {\"count\": None}} @users_namespace.route(\"/<user_id>/awards\") @users_namespace.param(\"user_id\", \"User","user = get_current_user() response = UserSchema(\"self\").dump(user).data response[\"place\"] = user.place response[\"score\"]","@authed_only def get(self): user = get_current_user() awards = user.get_awards(admin=True) view","not is_admin() else \"admin\" response = AwardSchema(view=view, many=True).dump(awards) if response.errors:","= user.get_solves(admin=is_admin()) view = \"user\" if not is_admin() else \"admin\"","@users_namespace.param(\"user_id\", \"User ID\") class UserPublic(Resource): @check_account_visibility def get(self, user_id): user","@check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or","CTFd.models import ( db, Users, Solves, Awards, Tracking, Unlocks, Submissions,","response[\"place\"] = user.place response[\"score\"] = user.score return {\"success\": True, \"data\":","class UserPrivate(Resource): @authed_only def get(self): user = get_current_user() response =","SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400","AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400","count}} return {\"success\": True, \"data\": None, \"meta\": {\"count\": None}} @users_namespace.route(\"/<user_id>/awards\")","\"data\": data, \"meta\": {\"count\": count}} @users_namespace.route(\"/me/awards\") @users_namespace.param(\"user_id\", \"User ID\") class","UserSchema(\"admin\") response = schema.load(req) if response.errors: return {\"success\": False, \"errors\":","response.data[\"place\"] = user.place response.data[\"score\"] = user.score return {\"success\": True, \"data\":","is False: abort(404) awards = user.get_awards(admin=is_admin()) view = \"user\" if","user.score return {\"success\": True, \"data\": response.data} @admins_only def patch(self, user_id):","@check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned","is False: abort(404) fails = user.get_fails(admin=is_admin()) view = \"user\" if","response.errors: return {\"success\": False, \"errors\": response.errors}, 400 db.session.add(response.data) db.session.commit() if","user.place response.data[\"score\"] = user.score return {\"success\": True, \"data\": response.data} @admins_only","= schema.load(data) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400","UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if","response = UserSchema(view=\"user\", many=True).dump(users) if response.errors: return {\"success\": False, \"errors\":","delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit()","is_admin() is False: abort(404) awards = user.get_awards(admin=is_admin()) view = \"user\"","request.args.get(\"notify\"): name = response.data.name password = <PASSWORD>\") clear_standings() response =","(user.banned or user.hidden) and is_admin() is False: abort(404) solves =","= schema.dump(response.data) db.session.close() clear_standings() return {\"success\": True, \"data\": response} @admins_only","{\"success\": True} @users_namespace.route(\"/me\") class UserPrivate(Resource): @authed_only def get(self): user =","UserSchema(view=\"admin\", instance=user, partial=True) response = schema.load(data) if response.errors: return {\"success\":","Users\") @users_namespace.route(\"\") class UserList(Resource): @check_account_visibility def get(self): users = Users.query.filter_by(banned=False,","= \"user\" if not is_admin() else \"admin\" response = SubmissionSchema(view=view,","True, \"data\": response.data} return {\"success\": True, \"data\": None} @users_namespace.route(\"/<user_id>/fails\") @users_namespace.param(\"user_id\",","patch(self): user = get_current_user() data = request.get_json() schema = UserSchema(view=\"self\",","or user.hidden) and is_admin() is False: abort(404) solves = user.get_solves(admin=is_admin())","True, \"data\": response.data} @admins_only def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()","True, \"data\": response.data} @users_namespace.route(\"/me/solves\") class UserPrivateSolves(Resource): @authed_only def get(self): user","\"user\" if not is_admin() else \"admin\" response = SubmissionSchema(view=view, many=True).dump(fails)","@users_namespace.param(\"user_id\", \"User ID or 'me'\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def","response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete()","= user.score return {\"success\": True, \"data\": response.data} @admins_only def patch(self,","data = request.get_json() schema = UserSchema(view=\"self\", instance=user, partial=True) response =","= user.place response.data[\"score\"] = user.score return {\"success\": True, \"data\": response.data}","= Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\"id\"] = user_id schema =","return {\"success\": False, \"errors\": response.errors}, 400 # return {\"success\": True,","= get_current_user() fails = user.get_fails(admin=True) view = \"user\" if not","user_id): user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\"id\"] = user_id","= schema.dump(response.data) db.session.close() clear_standings() return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/solves\")","user.get_fails(admin=True) view = \"user\" if not is_admin() else \"admin\" response","if not is_admin() else \"admin\" response = SubmissionSchema(view=view, many=True).dump(solves) if","from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import UserSchema users_namespace =","CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema","@check_account_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or","def get(self): user = get_current_user() awards = user.get_awards(admin=True) view =","@check_account_visibility def get(self): users = Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\"user\",","flask import session, request, abort from flask_restplus import Namespace, Resource","{\"count\": count}} return {\"success\": True, \"data\": None, \"meta\": {\"count\": None}}","if (user.banned or user.hidden) and is_admin() is False: abort(404) awards","UserList(Resource): @check_account_visibility def get(self): users = Users.query.filter_by(banned=False, hidden=False) response =","hidden=False) response = UserSchema(view=\"user\", many=True).dump(users) if response.errors: return {\"success\": False,","CTFd.utils.decorators import authed_only, admins_only, ratelimit from CTFd.cache import clear_standings from","ID or 'me'\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id):","= user.place response[\"score\"] = user.score return {\"success\": True, \"data\": response}","schema = UserSchema(view=\"admin\", instance=user, partial=True) response = schema.load(data) if response.errors:","{\"success\": True, \"data\": response.data} @users_namespace.route(\"/me/fails\") class UserPrivateFails(Resource): @authed_only def get(self):","\"User ID\") class UserPublic(Resource): @check_account_visibility def get(self, user_id): user =","def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\"id\"]","<PASSWORD>\") clear_standings() response = schema.dump(response.data) return {\"success\": True, \"data\": response.data}","return {\"success\": True, \"data\": data, \"meta\": {\"count\": count}} @users_namespace.route(\"/me/awards\") @users_namespace.param(\"user_id\",","user.get_awards(admin=True) view = \"user\" if not is_admin() else \"admin\" response","clear_standings() return {\"success\": True} @users_namespace.route(\"/me\") class UserPrivate(Resource): @authed_only def get(self):","user_id schema = UserSchema(view=\"admin\", instance=user, partial=True) response = schema.load(data) if","Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\"success\": True}","is_admin() else \"admin\" response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return","or user.hidden) and is_admin() is False: abort(404) awards = user.get_awards(admin=is_admin())","schema = UserSchema(view=\"self\", instance=user, partial=True) response = schema.load(data) if response.errors:","400 # return {\"success\": True, \"data\": response.data} return {\"success\": True,","awards = user.get_awards(admin=is_admin()) view = \"user\" if not is_admin() else","\"data\": response.data} @users_namespace.route(\"/me/solves\") class UserPrivateSolves(Resource): @authed_only def get(self): user =","None} @users_namespace.route(\"/<user_id>/fails\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def","response.data} @users_namespace.route(\"/<user_id>/solves\") @users_namespace.param(\"user_id\", \"User ID\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def","{\"success\": True, \"data\": response.data} return {\"success\": True, \"data\": None} @users_namespace.route(\"/<user_id>/fails\")","return {\"success\": True, \"data\": data, \"meta\": {\"count\": count}} return {\"success\":","clear_standings() return {\"success\": True, \"data\": response} @admins_only def delete(self, user_id):","from flask import session, request, abort from flask_restplus import Namespace,","is False: abort(404) solves = user.get_solves(admin=is_admin()) view = \"user\" if","@users_namespace.route(\"\") class UserList(Resource): @check_account_visibility def get(self): users = Users.query.filter_by(banned=False, hidden=False)","def post(self): req = request.get_json() schema = UserSchema(\"admin\") response =","import Namespace, Resource from CTFd.models import ( db, Users, Solves,","( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards","return {\"success\": False, \"errors\": response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\"notify\"):","db.session.close() clear_standings() return {\"success\": True, \"data\": response} @admins_only def delete(self,","many=True).dump(awards) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 return","user.hidden) and is_admin() is False: abort(404) response = UserSchema(view=session.get(\"type\", \"user\")).dump(user)","UserPrivateFails(Resource): @authed_only def get(self): user = get_current_user() fails = user.get_fails(admin=True)","UserSchema users_namespace = Namespace(\"users\", description=\"Endpoint to retrieve Users\") @users_namespace.route(\"\") class","data, \"meta\": {\"count\": count}} @users_namespace.route(\"/me/awards\") @users_namespace.param(\"user_id\", \"User ID\") class UserPrivateAwards(Resource):","UserSchema(view=\"user\", many=True).dump(users) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400","SubmissionSchema from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import UserSchema users_namespace","= get_current_user() data = request.get_json() schema = UserSchema(view=\"self\", instance=user, partial=True)","from CTFd.cache import clear_standings from CTFd.utils.user import get_current_user, is_admin from","get(self): user = get_current_user() solves = user.get_solves(admin=True) view = \"user\"","return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<user_id>/solves\") @users_namespace.param(\"user_id\", \"User ID\") class","response.data.name password = <PASSWORD>\") clear_standings() response = schema.dump(response.data) return {\"success\":","\"data\": None, \"meta\": {\"count\": None}} @users_namespace.route(\"/<user_id>/awards\") @users_namespace.param(\"user_id\", \"User ID or","response.errors: return {\"success\": False, \"errors\": response.errors}, 400 db.session.commit() response =","= len(response.data) return {\"success\": True, \"data\": data, \"meta\": {\"count\": count}}","\"errors\": response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\"notify\"): name = response.data.name","= UserSchema(\"self\").dump(user).data response[\"place\"] = user.place response[\"score\"] = user.score return {\"success\":","return {\"success\": False, \"errors\": response.errors}, 400 response.data[\"place\"] = user.place response.data[\"score\"]","solves = user.get_solves(admin=True) view = \"user\" if not is_admin() else","{\"success\": True, \"data\": response.data} @admins_only def patch(self, user_id): user =","= <PASSWORD>\") clear_standings() response = schema.dump(response.data) return {\"success\": True, \"data\":","request.get_json() schema = UserSchema(view=\"self\", instance=user, partial=True) response = schema.load(data) if","many=True).dump(awards) if response.errors: return {\"success\": False, \"errors\": response.errors}, 400 #","True, \"data\": data, \"meta\": {\"count\": count}} @users_namespace.route(\"/me/awards\") @users_namespace.param(\"user_id\", \"User ID\")","abort(404) response = UserSchema(view=session.get(\"type\", \"user\")).dump(user) if response.errors: return {\"success\": False,","db.session.close() clear_standings() return {\"success\": True} @users_namespace.route(\"/me\") class UserPrivate(Resource): @authed_only def","clear_standings() response = schema.dump(response.data) return {\"success\": True, \"data\": response.data} @users_namespace.route(\"/<int:user_id>\")","import SubmissionSchema from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import UserSchema","fails = user.get_fails(admin=True) view = \"user\" if not is_admin() else","db.session.commit() db.session.close() clear_standings() return {\"success\": True} @users_namespace.route(\"/me\") class UserPrivate(Resource): @authed_only","Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings()","400 return {\"success\": True, \"data\": response.data} @admins_only def post(self): req","return {\"success\": False, \"errors\": response.errors}, 400 db.session.commit() response = schema.dump(response.data)","not is_admin() else \"admin\" response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors:","user = get_current_user() fails = user.get_fails(admin=True) view = \"user\" if","\"data\": data, \"meta\": {\"count\": count}} return {\"success\": True, \"data\": None,","CTFd.cache import clear_standings from CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility"],"string":"[\n \"request.get_json() data[\\\"id\\\"] = user_id schema = UserSchema(view=\\\"admin\\\", instance=user, partial=True) response\",\n \"UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if\",\n \"count}} @users_namespace.route(\\\"/me/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPrivateAwards(Resource): @authed_only def get(self):\",\n \"ID\\\") class UserPublic(Resource): @check_account_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()\",\n \"\\\"data\\\": response.data} @users_namespace.route(\\\"/<user_id>/solves\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility\",\n \"UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if\",\n \"\\\"meta\\\": {\\\"count\\\": count}} @users_namespace.route(\\\"/me/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPrivateAwards(Resource): @authed_only\",\n \"password = <PASSWORD>\\\") clear_standings() response = schema.dump(response.data) return {\\\"success\\\": True,\",\n \"response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 # return {\\\"success\\\":\",\n \"@users_namespace.route(\\\"/<user_id>/fails\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self,\",\n \"len(response.data) return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} @users_namespace.route(\\\"/me/awards\\\")\",\n \"UserSchema(view=\\\"self\\\", instance=user, partial=True) response = schema.load(data) if response.errors: return {\\\"success\\\":\",\n \"400 db.session.add(response.data) db.session.commit() if request.args.get(\\\"notify\\\"): name = response.data.name password =\",\n \"Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\\\"success\\\": True} @users_namespace.route(\\\"/me\\\")\",\n \"\\\"user\\\")).dump(user) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 response.data[\\\"place\\\"]\",\n \"CTFd.schemas.users import UserSchema users_namespace = Namespace(\\\"users\\\", description=\\\"Endpoint to retrieve Users\\\")\",\n \"and is_admin() is False: abort(404) fails = user.get_fails(admin=is_admin()) view =\",\n \"UserPublic(Resource): @check_account_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned\",\n \"from flask_restplus import Namespace, Resource from CTFd.models import ( db,\",\n \"True, \\\"data\\\": response} @authed_only def patch(self): user = get_current_user() data\",\n \"Notifications, ) from CTFd.utils.decorators import authed_only, admins_only, ratelimit from CTFd.cache\",\n \"response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\\\"notify\\\"): name = response.data.name password\",\n \"Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return\",\n \"Solves, Awards, Tracking, Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators import\",\n \"return {\\\"success\\\": True, \\\"data\\\": response} @authed_only def patch(self): user =\",\n \"schema.load(req) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.add(response.data)\",\n \"if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 # return\",\n \"= request.get_json() schema = UserSchema(\\\"admin\\\") response = schema.load(req) if response.errors:\",\n \"def get(self): user = get_current_user() solves = user.get_solves(admin=True) view =\",\n \"request.get_json() schema = UserSchema(\\\"admin\\\") response = schema.load(req) if response.errors: return\",\n \"return {\\\"success\\\": True, \\\"data\\\": response.data} return {\\\"success\\\": True, \\\"data\\\": None}\",\n \"response.data} @admins_only def post(self): req = request.get_json() schema = UserSchema(\\\"admin\\\")\",\n \"if (user.banned or user.hidden) and is_admin() is False: abort(404) response\",\n \"True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} return {\\\"success\\\": True, \\\"data\\\":\",\n \"schema.dump(response.data) db.session.close() clear_standings() return {\\\"success\\\": True, \\\"data\\\": response} @admins_only def\",\n \"session, request, abort from flask_restplus import Namespace, Resource from CTFd.models\",\n \"\\\"data\\\": response.data} @admins_only def post(self): req = request.get_json() schema =\",\n \"response = schema.load(req) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors},\",\n \"check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import\",\n \"class UserPrivateSolves(Resource): @authed_only def get(self): user = get_current_user() solves =\",\n \"= Namespace(\\\"users\\\", description=\\\"Endpoint to retrieve Users\\\") @users_namespace.route(\\\"\\\") class UserList(Resource): @check_account_visibility\",\n \"{\\\"success\\\": True, \\\"data\\\": response} @authed_only def patch(self): user = get_current_user()\",\n \"response.errors}, 400 if is_admin(): data = response.data else: data =\",\n \"else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\\\"success\\\":\",\n \"fails = user.get_fails(admin=is_admin()) view = \\\"user\\\" if not is_admin() else\",\n \"abort(404) fails = user.get_fails(admin=is_admin()) view = \\\"user\\\" if not is_admin()\",\n \"response.data else: data = [] count = len(response.data) return {\\\"success\\\":\",\n \"response = schema.dump(response.data) db.session.close() clear_standings() return {\\\"success\\\": True, \\\"data\\\": response}\",\n \"response.data} @users_namespace.route(\\\"/<int:user_id>\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublic(Resource): @check_account_visibility def get(self,\",\n \"users_namespace = Namespace(\\\"users\\\", description=\\\"Endpoint to retrieve Users\\\") @users_namespace.route(\\\"\\\") class UserList(Resource):\",\n \"user.get_awards(admin=is_admin()) view = \\\"user\\\" if not is_admin() else \\\"admin\\\" response\",\n \"get_current_user() data = request.get_json() schema = UserSchema(view=\\\"self\\\", instance=user, partial=True) response\",\n \"response = UserSchema(view=session.get(\\\"type\\\", \\\"user\\\")).dump(user) if response.errors: return {\\\"success\\\": False, \\\"errors\\\":\",\n \"Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators import authed_only, admins_only, ratelimit\",\n \"len(response.data) # return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}}\",\n \"is_admin() is False: abort(404) solves = user.get_solves(admin=is_admin()) view = \\\"user\\\"\",\n \"def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete()\",\n \"get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and\",\n \"= get_current_user() solves = user.get_solves(admin=True) view = \\\"user\\\" if not\",\n \"is_admin() else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return\",\n \"if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.commit() response\",\n \"response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 response.data[\\\"place\\\"] = user.place\",\n \"{\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/solves\\\") class UserPrivateSolves(Resource): @authed_only def get(self):\",\n \"import clear_standings from CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility import\",\n \"= user.get_fails(admin=is_admin()) view = \\\"user\\\" if not is_admin() else \\\"admin\\\"\",\n \"many=True).dump(solves) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 return\",\n \"is False: abort(404) response = UserSchema(view=session.get(\\\"type\\\", \\\"user\\\")).dump(user) if response.errors: return\",\n \"if not is_admin() else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(fails) if\",\n \"user.score return {\\\"success\\\": True, \\\"data\\\": response} @authed_only def patch(self): user\",\n \"db, Users, Solves, Awards, Tracking, Unlocks, Submissions, Notifications, ) from\",\n \"UserPrivateAwards(Resource): @authed_only def get(self): user = get_current_user() awards = user.get_awards(admin=True)\",\n \"False: abort(404) response = UserSchema(view=session.get(\\\"type\\\", \\\"user\\\")).dump(user) if response.errors: return {\\\"success\\\":\",\n \"\\\"data\\\": response.data} @users_namespace.route(\\\"/<int:user_id>\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublic(Resource): @check_account_visibility def\",\n \"data, \\\"meta\\\": {\\\"count\\\": count}} return {\\\"success\\\": True, \\\"data\\\": None, \\\"meta\\\":\",\n \"class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()\",\n \"class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()\",\n \"400 response.data[\\\"place\\\"] = user.place response.data[\\\"score\\\"] = user.score return {\\\"success\\\": True,\",\n \"{\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.commit() response = schema.dump(response.data) db.session.close()\",\n \"from CTFd.models import ( db, Users, Solves, Awards, Tracking, Unlocks,\",\n \"user = get_current_user() awards = user.get_awards(admin=True) view = \\\"user\\\" if\",\n \"count = len(response.data) return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\":\",\n \"@authed_only def get(self): user = get_current_user() fails = user.get_fails(admin=True) view\",\n \"{\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data}\",\n \"@users_namespace.route(\\\"/me/solves\\\") class UserPrivateSolves(Resource): @authed_only def get(self): user = get_current_user() solves\",\n \"import UserSchema users_namespace = Namespace(\\\"users\\\", description=\\\"Endpoint to retrieve Users\\\") @users_namespace.route(\\\"\\\")\",\n \"many=True).dump(solves) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 #\",\n \"= get_current_user() response = UserSchema(\\\"self\\\").dump(user).data response[\\\"place\\\"] = user.place response[\\\"score\\\"] =\",\n \"UserSchema(\\\"self\\\").dump(user).data response[\\\"place\\\"] = user.place response[\\\"score\\\"] = user.score return {\\\"success\\\": True,\",\n \"ID\\\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user =\",\n \"import ( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema from\",\n \"CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import UserSchema users_namespace = Namespace(\\\"users\\\",\",\n \"False, \\\"errors\\\": response.errors}, 400 response.data[\\\"place\\\"] = user.place response.data[\\\"score\\\"] = user.score\",\n \"= response.data else: data = [] count = len(response.data) #\",\n \"data = [] count = len(response.data) # return {\\\"success\\\": True,\",\n \"@users_namespace.route(\\\"/me\\\") class UserPrivate(Resource): @authed_only def get(self): user = get_current_user() response\",\n \"if request.args.get(\\\"notify\\\"): name = response.data.name password = <PASSWORD>\\\") clear_standings() response\",\n \"user = get_current_user() data = request.get_json() schema = UserSchema(view=\\\"self\\\", instance=user,\",\n \"return {\\\"success\\\": True, \\\"data\\\": None} @users_namespace.route(\\\"/<user_id>/fails\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class\",\n \"{\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<user_id>/solves\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicSolves(Resource):\",\n \"return {\\\"success\\\": True, \\\"data\\\": response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete()\",\n \"@users_namespace.route(\\\"/me/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPrivateAwards(Resource): @authed_only def get(self): user\",\n \"(user.banned or user.hidden) and is_admin() is False: abort(404) fails =\",\n \"flask_restplus import Namespace, Resource from CTFd.models import ( db, Users,\",\n \"= user.get_solves(admin=True) view = \\\"user\\\" if not is_admin() else \\\"admin\\\"\",\n \"get_current_user() solves = user.get_solves(admin=True) view = \\\"user\\\" if not is_admin()\",\n \"= UserSchema(view=\\\"admin\\\", instance=user, partial=True) response = schema.load(data) if response.errors: return\",\n \"if (user.banned or user.hidden) and is_admin() is False: abort(404) solves\",\n \"= UserSchema(view=\\\"self\\\", instance=user, partial=True) response = schema.load(data) if response.errors: return\",\n \"UserSchema(view=session.get(\\\"type\\\", \\\"user\\\")).dump(user) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400\",\n \"False: abort(404) fails = user.get_fails(admin=is_admin()) view = \\\"user\\\" if not\",\n \"user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and is_admin() is\",\n \"if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 return {\\\"success\\\":\",\n \"\\\"User ID\\\") class UserPrivateAwards(Resource): @authed_only def get(self): user = get_current_user()\",\n \"clear_standings() return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/solves\\\") class UserPrivateSolves(Resource): @authed_only\",\n \"Resource from CTFd.models import ( db, Users, Solves, Awards, Tracking,\",\n \"@users_namespace.route(\\\"/me/fails\\\") class UserPrivateFails(Resource): @authed_only def get(self): user = get_current_user() fails\",\n \"many=True).dump(fails) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 if\",\n \"class UserList(Resource): @check_account_visibility def get(self): users = Users.query.filter_by(banned=False, hidden=False) response\",\n \"is_admin() else \\\"admin\\\" response = AwardSchema(view=view, many=True).dump(awards) if response.errors: return\",\n \"class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()\",\n \"def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden)\",\n \"awards = user.get_awards(admin=True) view = \\\"user\\\" if not is_admin() else\",\n \"= schema.load(req) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400\",\n \"import session, request, abort from flask_restplus import Namespace, Resource from\",\n \"authed_only, admins_only, ratelimit from CTFd.cache import clear_standings from CTFd.utils.user import\",\n \"data[\\\"id\\\"] = user_id schema = UserSchema(view=\\\"admin\\\", instance=user, partial=True) response =\",\n \"ID\\\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user =\",\n \"[] count = len(response.data) # return {\\\"success\\\": True, \\\"data\\\": data,\",\n \"return {\\\"success\\\": True, \\\"data\\\": None, \\\"meta\\\": {\\\"count\\\": None}} @users_namespace.route(\\\"/<user_id>/awards\\\") @users_namespace.param(\\\"user_id\\\",\",\n \"\\\"User ID\\\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user\",\n \"True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<user_id>/solves\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicSolves(Resource): @check_account_visibility\",\n \"response} @authed_only def patch(self): user = get_current_user() data = request.get_json()\",\n \"response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def post(self):\",\n \"response.data} return {\\\"success\\\": True, \\\"data\\\": None} @users_namespace.route(\\\"/<user_id>/fails\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\")\",\n \"\\\"errors\\\": response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<user_id>/solves\\\") @users_namespace.param(\\\"user_id\\\",\",\n \"user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and is_admin()\",\n \"else: data = [] count = len(response.data) return {\\\"success\\\": True,\",\n \"db.session.commit() if request.args.get(\\\"notify\\\"): name = response.data.name password = <PASSWORD>\\\") clear_standings()\",\n \"\\\"data\\\": response} @authed_only def patch(self): user = get_current_user() data =\",\n \"data = request.get_json() data[\\\"id\\\"] = user_id schema = UserSchema(view=\\\"admin\\\", instance=user,\",\n \"response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\\\"success\\\": False, \\\"errors\\\":\",\n \"response[\\\"score\\\"] = user.score return {\\\"success\\\": True, \\\"data\\\": response} @authed_only def\",\n \"count = len(response.data) # return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\":\",\n \"response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\\\"success\\\": False, \\\"errors\\\":\",\n \"abort from flask_restplus import Namespace, Resource from CTFd.models import (\",\n \"True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/fails\\\") class UserPrivateFails(Resource): @authed_only def get(self): user\",\n \"from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users\",\n \"class UserPrivateAwards(Resource): @authed_only def get(self): user = get_current_user() awards =\",\n \"import ( db, Users, Solves, Awards, Tracking, Unlocks, Submissions, Notifications,\",\n \"{\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} return {\\\"success\\\": True,\",\n \"clear_standings from CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility import (\",\n \"= Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and is_admin() is False:\",\n \"else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\\\"success\\\":\",\n \"SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400\",\n \"400 return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/fails\\\") class UserPrivateFails(Resource): @authed_only\",\n \"is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions\",\n \"get_current_user() awards = user.get_awards(admin=True) view = \\\"user\\\" if not is_admin()\",\n \"\\\"data\\\": response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete()\",\n \"import get_current_user, is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, )\",\n \"= response.data else: data = [] count = len(response.data) return\",\n \"CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility,\",\n \"response = schema.dump(response.data) db.session.close() clear_standings() return {\\\"success\\\": True, \\\"data\\\": response.data}\",\n \"None, \\\"meta\\\": {\\\"count\\\": None}} @users_namespace.route(\\\"/<user_id>/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID or 'me'\\\")\",\n \"False: abort(404) solves = user.get_solves(admin=is_admin()) view = \\\"user\\\" if not\",\n \"(user.banned or user.hidden) and is_admin() is False: abort(404) response =\",\n \"False, \\\"errors\\\": response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<user_id>/solves\\\")\",\n \"and is_admin() is False: abort(404) solves = user.get_solves(admin=is_admin()) view =\",\n \"response.data} @users_namespace.route(\\\"/me/fails\\\") class UserPrivateFails(Resource): @authed_only def get(self): user = get_current_user()\",\n \"description=\\\"Endpoint to retrieve Users\\\") @users_namespace.route(\\\"\\\") class UserList(Resource): @check_account_visibility def get(self):\",\n \"= [] count = len(response.data) # return {\\\"success\\\": True, \\\"data\\\":\",\n \"response.errors}, 400 # return {\\\"success\\\": True, \\\"data\\\": response.data} return {\\\"success\\\":\",\n \"Users, Solves, Awards, Tracking, Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators\",\n \"get(self): user = get_current_user() fails = user.get_fails(admin=True) view = \\\"user\\\"\",\n \"import authed_only, admins_only, ratelimit from CTFd.cache import clear_standings from CTFd.utils.user\",\n \"return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/solves\\\") class UserPrivateSolves(Resource): @authed_only def\",\n \"False, \\\"errors\\\": response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only\",\n \"def patch(self): user = get_current_user() data = request.get_json() schema =\",\n \"UserPrivateSolves(Resource): @authed_only def get(self): user = get_current_user() solves = user.get_solves(admin=True)\",\n \"= SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors},\",\n \"db.session.close() clear_standings() return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/solves\\\") class UserPrivateSolves(Resource):\",\n \"user.hidden) and is_admin() is False: abort(404) awards = user.get_awards(admin=is_admin()) view\",\n \"@users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self, user_id):\",\n \"= schema.dump(response.data) return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<int:user_id>\\\") @users_namespace.param(\\\"user_id\\\", \\\"User\",\n \"\\\"errors\\\": response.errors}, 400 response.data[\\\"place\\\"] = user.place response.data[\\\"score\\\"] = user.score return\",\n \"Namespace(\\\"users\\\", description=\\\"Endpoint to retrieve Users\\\") @users_namespace.route(\\\"\\\") class UserList(Resource): @check_account_visibility def\",\n \"\\\"User ID or 'me'\\\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self,\",\n \"Namespace, Resource from CTFd.models import ( db, Users, Solves, Awards,\",\n \"{\\\"count\\\": count}} @users_namespace.route(\\\"/me/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPrivateAwards(Resource): @authed_only def\",\n \"Awards, Tracking, Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators import authed_only,\",\n \"if is_admin(): data = response.data else: data = [] count\",\n \"= user_id schema = UserSchema(view=\\\"admin\\\", instance=user, partial=True) response = schema.load(data)\",\n \"= request.get_json() data[\\\"id\\\"] = user_id schema = UserSchema(view=\\\"admin\\\", instance=user, partial=True)\",\n \"if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.add(response.data) db.session.commit()\",\n \"\\\"meta\\\": {\\\"count\\\": count}} return {\\\"success\\\": True, \\\"data\\\": None, \\\"meta\\\": {\\\"count\\\":\",\n \"user.get_solves(admin=is_admin()) view = \\\"user\\\" if not is_admin() else \\\"admin\\\" response\",\n \"{\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\\\"notify\\\"): name\",\n \"AwardSchema from CTFd.schemas.users import UserSchema users_namespace = Namespace(\\\"users\\\", description=\\\"Endpoint to\",\n \"response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 return {\\\"success\\\": True,\",\n \"True, \\\"data\\\": response.data} @admins_only def post(self): req = request.get_json() schema\",\n \"is_admin(): data = response.data else: data = [] count =\",\n \"if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 response.data[\\\"place\\\"] =\",\n \"\\\"data\\\": None} @users_namespace.route(\\\"/<user_id>/fails\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility\",\n \"\\\"errors\\\": response.errors}, 400 if is_admin(): data = response.data else: data\",\n \"schema = UserSchema(\\\"admin\\\") response = schema.load(req) if response.errors: return {\\\"success\\\":\",\n \"@admins_only def post(self): req = request.get_json() schema = UserSchema(\\\"admin\\\") response\",\n \"user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close()\",\n \"\\\"user\\\" if not is_admin() else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(solves)\",\n \"response = UserSchema(\\\"self\\\").dump(user).data response[\\\"place\\\"] = user.place response[\\\"score\\\"] = user.score return\",\n \"or user.hidden) and is_admin() is False: abort(404) response = UserSchema(view=session.get(\\\"type\\\",\",\n \"ratelimit from CTFd.cache import clear_standings from CTFd.utils.user import get_current_user, is_admin\",\n \"True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<int:user_id>\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublic(Resource): @check_account_visibility\",\n \"Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\\\"user\\\", many=True).dump(users) if response.errors: return {\\\"success\\\":\",\n \"response = schema.dump(response.data) return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<int:user_id>\\\") @users_namespace.param(\\\"user_id\\\",\",\n \"if not is_admin() else \\\"admin\\\" response = AwardSchema(view=view, many=True).dump(awards) if\",\n \"# return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} return\",\n \"if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 if is_admin():\",\n \"{\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def post(self): req = request.get_json()\",\n \"Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\\\"success\\\":\",\n \"False, \\\"errors\\\": response.errors}, 400 if is_admin(): data = response.data else:\",\n \"400 return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<user_id>/solves\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\")\",\n \"\\\"meta\\\": {\\\"count\\\": None}} @users_namespace.route(\\\"/<user_id>/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID or 'me'\\\") class\",\n \"<filename>CTFd/api/v1/users.py from flask import session, request, abort from flask_restplus import\",\n \"admins_only, ratelimit from CTFd.cache import clear_standings from CTFd.utils.user import get_current_user,\",\n \"from CTFd.utils.decorators import authed_only, admins_only, ratelimit from CTFd.cache import clear_standings\",\n \"{\\\"count\\\": None}} @users_namespace.route(\\\"/<user_id>/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID or 'me'\\\") class UserPublicAwards(Resource):\",\n \"False, \\\"errors\\\": response.errors}, 400 # return {\\\"success\\\": True, \\\"data\\\": response.data}\",\n \"else \\\"admin\\\" response = AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\\\"success\\\":\",\n \"@authed_only def get(self): user = get_current_user() response = UserSchema(\\\"self\\\").dump(user).data response[\\\"place\\\"]\",\n \"get(self): user = get_current_user() awards = user.get_awards(admin=True) view = \\\"user\\\"\",\n \"@admins_only def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json()\",\n \"Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\\\"success\\\": True} @users_namespace.route(\\\"/me\\\") class UserPrivate(Resource):\",\n \"not is_admin() else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors:\",\n \"name = response.data.name password = <PASSWORD>\\\") clear_standings() response = schema.dump(response.data)\",\n \"user = get_current_user() solves = user.get_solves(admin=True) view = \\\"user\\\" if\",\n \"solves = user.get_solves(admin=is_admin()) view = \\\"user\\\" if not is_admin() else\",\n \"def get(self): user = get_current_user() response = UserSchema(\\\"self\\\").dump(user).data response[\\\"place\\\"] =\",\n \"def get(self): users = Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\\\"user\\\", many=True).dump(users)\",\n \"or 'me'\\\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user\",\n \"from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import\",\n \"req = request.get_json() schema = UserSchema(\\\"admin\\\") response = schema.load(req) if\",\n \"@users_namespace.route(\\\"/<user_id>/solves\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def get(self,\",\n \"view = \\\"user\\\" if not is_admin() else \\\"admin\\\" response =\",\n \"= get_current_user() awards = user.get_awards(admin=True) view = \\\"user\\\" if not\",\n \"to retrieve Users\\\") @users_namespace.route(\\\"\\\") class UserList(Resource): @check_account_visibility def get(self): users\",\n \"Users.query.filter_by(id=user_id).first_or_404() if (user.banned or user.hidden) and is_admin() is False: abort(404)\",\n \"= UserSchema(view=\\\"user\\\", many=True).dump(users) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors},\",\n \"{\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 if is_admin(): data = response.data\",\n \"400 db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings() return {\\\"success\\\": True,\",\n \"True} @users_namespace.route(\\\"/me\\\") class UserPrivate(Resource): @authed_only def get(self): user = get_current_user()\",\n \"schema.dump(response.data) return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<int:user_id>\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\")\",\n \"= user.get_awards(admin=is_admin()) view = \\\"user\\\" if not is_admin() else \\\"admin\\\"\",\n \") from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import AwardSchema from\",\n \"@authed_only def patch(self): user = get_current_user() data = request.get_json() schema\",\n \"\\\"admin\\\" response = AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\\\"success\\\": False,\",\n \"abort(404) awards = user.get_awards(admin=is_admin()) view = \\\"user\\\" if not is_admin()\",\n \"\\\"data\\\": response.data} @users_namespace.route(\\\"/me/fails\\\") class UserPrivateFails(Resource): @authed_only def get(self): user =\",\n \"True, \\\"data\\\": None, \\\"meta\\\": {\\\"count\\\": None}} @users_namespace.route(\\\"/<user_id>/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\",\n \"\\\"errors\\\": response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def\",\n \"is_admin() is False: abort(404) response = UserSchema(view=session.get(\\\"type\\\", \\\"user\\\")).dump(user) if response.errors:\",\n \"data = response.data else: data = [] count = len(response.data)\",\n \"from CTFd.schemas.users import UserSchema users_namespace = Namespace(\\\"users\\\", description=\\\"Endpoint to retrieve\",\n \"= len(response.data) # return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\":\",\n \"schema.dump(response.data) db.session.close() clear_standings() return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/solves\\\") class\",\n \"{\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 response.data[\\\"place\\\"] = user.place response.data[\\\"score\\\"] =\",\n \"False, \\\"errors\\\": response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/fails\\\")\",\n \"db.session.add(response.data) db.session.commit() if request.args.get(\\\"notify\\\"): name = response.data.name password = <PASSWORD>\\\")\",\n \"UserPrivate(Resource): @authed_only def get(self): user = get_current_user() response = UserSchema(\\\"self\\\").dump(user).data\",\n \"( db, Users, Solves, Awards, Tracking, Unlocks, Submissions, Notifications, )\",\n \"get(self): users = Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\\\"user\\\", many=True).dump(users) if\",\n \"Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\\\"id\\\"] = user_id schema = UserSchema(view=\\\"admin\\\",\",\n \"instance=user, partial=True) response = schema.load(data) if response.errors: return {\\\"success\\\": False,\",\n \"is_admin() is False: abort(404) fails = user.get_fails(admin=is_admin()) view = \\\"user\\\"\",\n \"{\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} @users_namespace.route(\\\"/me/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User\",\n \"CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import\",\n \"get_current_user() response = UserSchema(\\\"self\\\").dump(user).data response[\\\"place\\\"] = user.place response[\\\"score\\\"] = user.score\",\n \"= [] count = len(response.data) return {\\\"success\\\": True, \\\"data\\\": data,\",\n \"response.data[\\\"score\\\"] = user.score return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def\",\n \"def get(self): user = get_current_user() fails = user.get_fails(admin=True) view =\",\n \"from CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility,\",\n \"get(self): user = get_current_user() response = UserSchema(\\\"self\\\").dump(user).data response[\\\"place\\\"] = user.place\",\n \"response.errors}, 400 response.data[\\\"place\\\"] = user.place response.data[\\\"score\\\"] = user.score return {\\\"success\\\":\",\n \"\\\"user\\\" if not is_admin() else \\\"admin\\\" response = AwardSchema(view=view, many=True).dump(awards)\",\n \"return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 if is_admin(): data =\",\n \"= user.get_awards(admin=True) view = \\\"user\\\" if not is_admin() else \\\"admin\\\"\",\n \"or user.hidden) and is_admin() is False: abort(404) fails = user.get_fails(admin=is_admin())\",\n \"@admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete()\",\n \"\\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\\\"success\\\": False,\",\n \"@users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPrivateAwards(Resource): @authed_only def get(self): user =\",\n \"True, \\\"data\\\": response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete()\",\n \"response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/fails\\\") class UserPrivateFails(Resource):\",\n \"users = Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\\\"user\\\", many=True).dump(users) if response.errors:\",\n \"None}} @users_namespace.route(\\\"/<user_id>/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID or 'me'\\\") class UserPublicAwards(Resource): @check_account_visibility\",\n \"and is_admin() is False: abort(404) awards = user.get_awards(admin=is_admin()) view =\",\n \"@users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id):\",\n \"\\\"errors\\\": response.errors}, 400 db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings() return\",\n \"patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\\\"id\\\"] =\",\n \"{\\\"success\\\": True, \\\"data\\\": None} @users_namespace.route(\\\"/<user_id>/fails\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicFails(Resource):\",\n \"response = AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\\\"success\\\": False, \\\"errors\\\":\",\n \"# return {\\\"success\\\": True, \\\"data\\\": response.data} return {\\\"success\\\": True, \\\"data\\\":\",\n \"user.place response[\\\"score\\\"] = user.score return {\\\"success\\\": True, \\\"data\\\": response} @authed_only\",\n \"True, \\\"data\\\": None} @users_namespace.route(\\\"/<user_id>/fails\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicFails(Resource): @check_account_visibility\",\n \"\\\"data\\\": response.data} @admins_only def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data\",\n \"response.data} @users_namespace.route(\\\"/me/solves\\\") class UserPrivateSolves(Resource): @authed_only def get(self): user = get_current_user()\",\n \"= UserSchema(\\\"admin\\\") response = schema.load(req) if response.errors: return {\\\"success\\\": False,\",\n \"return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<int:user_id>\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class\",\n \"response.data} @admins_only def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data =\",\n \"@users_namespace.route(\\\"/<user_id>/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID or 'me'\\\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility\",\n \"user.get_solves(admin=True) view = \\\"user\\\" if not is_admin() else \\\"admin\\\" response\",\n \"= \\\"user\\\" if not is_admin() else \\\"admin\\\" response = AwardSchema(view=view,\",\n \"{\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 # return {\\\"success\\\": True, \\\"data\\\":\",\n \"db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings() return {\\\"success\\\": True, \\\"data\\\":\",\n \"= user.get_fails(admin=True) view = \\\"user\\\" if not is_admin() else \\\"admin\\\"\",\n \"return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def patch(self, user_id): user\",\n \"Tracking, Unlocks, Submissions, Notifications, ) from CTFd.utils.decorators import authed_only, admins_only,\",\n \"\\\"User ID\\\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user\",\n \"response.data else: data = [] count = len(response.data) # return\",\n \"check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards import AwardSchema\",\n \"\\\"errors\\\": response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/fails\\\") class\",\n \"user.hidden) and is_admin() is False: abort(404) fails = user.get_fails(admin=is_admin()) view\",\n \"400 if is_admin(): data = response.data else: data = []\",\n \"request, abort from flask_restplus import Namespace, Resource from CTFd.models import\",\n \"schema.load(data) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.commit()\",\n \"retrieve Users\\\") @users_namespace.route(\\\"\\\") class UserList(Resource): @check_account_visibility def get(self): users =\",\n \"class UserPublic(Resource): @check_account_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if\",\n \"\\\"data\\\": response.data} return {\\\"success\\\": True, \\\"data\\\": None} @users_namespace.route(\\\"/<user_id>/fails\\\") @users_namespace.param(\\\"user_id\\\", \\\"User\",\n \"False: abort(404) awards = user.get_awards(admin=is_admin()) view = \\\"user\\\" if not\",\n \"response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 if is_admin(): data\",\n \"Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\\\"success\\\": True} @users_namespace.route(\\\"/me\\\") class\",\n \"and is_admin() is False: abort(404) response = UserSchema(view=session.get(\\\"type\\\", \\\"user\\\")).dump(user) if\",\n \"data = [] count = len(response.data) return {\\\"success\\\": True, \\\"data\\\":\",\n \"= Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\\\"user\\\", many=True).dump(users) if response.errors: return\",\n \"return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/fails\\\") class UserPrivateFails(Resource): @authed_only def\",\n \"user.get_fails(admin=is_admin()) view = \\\"user\\\" if not is_admin() else \\\"admin\\\" response\",\n \"abort(404) solves = user.get_solves(admin=is_admin()) view = \\\"user\\\" if not is_admin()\",\n \"= AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors},\",\n \"if (user.banned or user.hidden) and is_admin() is False: abort(404) fails\",\n \"False, \\\"errors\\\": response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\\\"notify\\\"): name =\",\n \"False, \\\"errors\\\": response.errors}, 400 db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings()\",\n \"\\\"errors\\\": response.errors}, 400 # return {\\\"success\\\": True, \\\"data\\\": response.data} return\",\n \"class UserPrivateFails(Resource): @authed_only def get(self): user = get_current_user() fails =\",\n \"return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def post(self): req =\",\n \"= SubmissionSchema(view=view, many=True).dump(solves) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors},\",\n \"return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\":\",\n \"response.errors}, 400 return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<user_id>/solves\\\") @users_namespace.param(\\\"user_id\\\", \\\"User\",\n \"else: data = [] count = len(response.data) # return {\\\"success\\\":\",\n \"return {\\\"success\\\": True} @users_namespace.route(\\\"/me\\\") class UserPrivate(Resource): @authed_only def get(self): user\",\n \") from CTFd.utils.decorators import authed_only, admins_only, ratelimit from CTFd.cache import\",\n \"get_current_user() fails = user.get_fails(admin=True) view = \\\"user\\\" if not is_admin()\",\n \"user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\\\"id\\\"] = user_id schema\",\n \"@authed_only def get(self): user = get_current_user() solves = user.get_solves(admin=True) view\",\n \"get_current_user, is_admin from CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, ) from\",\n \"response = schema.load(data) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors},\",\n \"user.hidden) and is_admin() is False: abort(404) solves = user.get_solves(admin=is_admin()) view\",\n \"partial=True) response = schema.load(data) if response.errors: return {\\\"success\\\": False, \\\"errors\\\":\",\n \"'me'\\\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user =\",\n \"{\\\"success\\\": True, \\\"data\\\": response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete()\",\n \"[] count = len(response.data) return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\":\",\n \"= request.get_json() schema = UserSchema(view=\\\"self\\\", instance=user, partial=True) response = schema.load(data)\",\n \"response.errors}, 400 db.session.commit() response = schema.dump(response.data) db.session.close() clear_standings() return {\\\"success\\\":\",\n \"\\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\\\"success\\\": False,\",\n \"many=True).dump(users) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 return\",\n \"import AwardSchema from CTFd.schemas.users import UserSchema users_namespace = Namespace(\\\"users\\\", description=\\\"Endpoint\",\n \"= response.data.name password = <PASSWORD>\\\") clear_standings() response = schema.dump(response.data) return\",\n \"Submissions, Notifications, ) from CTFd.utils.decorators import authed_only, admins_only, ratelimit from\",\n \"@users_namespace.route(\\\"/<int:user_id>\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublic(Resource): @check_account_visibility def get(self, user_id):\",\n \"{\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<int:user_id>\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublic(Resource):\",\n \"post(self): req = request.get_json() schema = UserSchema(\\\"admin\\\") response = schema.load(req)\",\n \"= UserSchema(view=session.get(\\\"type\\\", \\\"user\\\")).dump(user) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors},\",\n \"= user.score return {\\\"success\\\": True, \\\"data\\\": response} @authed_only def patch(self):\",\n \"ID\\\") class UserPrivateAwards(Resource): @authed_only def get(self): user = get_current_user() awards\",\n \"(user.banned or user.hidden) and is_admin() is False: abort(404) awards =\",\n \"{\\\"success\\\": True, \\\"data\\\": None, \\\"meta\\\": {\\\"count\\\": None}} @users_namespace.route(\\\"/<user_id>/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User\",\n \"user = get_current_user() response = UserSchema(\\\"self\\\").dump(user).data response[\\\"place\\\"] = user.place response[\\\"score\\\"]\",\n \"@authed_only def get(self): user = get_current_user() awards = user.get_awards(admin=True) view\",\n \"not is_admin() else \\\"admin\\\" response = AwardSchema(view=view, many=True).dump(awards) if response.errors:\",\n \"= user.get_solves(admin=is_admin()) view = \\\"user\\\" if not is_admin() else \\\"admin\\\"\",\n \"@users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublic(Resource): @check_account_visibility def get(self, user_id): user\",\n \"@check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or\",\n \"CTFd.models import ( db, Users, Solves, Awards, Tracking, Unlocks, Submissions,\",\n \"response[\\\"place\\\"] = user.place response[\\\"score\\\"] = user.score return {\\\"success\\\": True, \\\"data\\\":\",\n \"class UserPrivate(Resource): @authed_only def get(self): user = get_current_user() response =\",\n \"SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400\",\n \"AwardSchema(view=view, many=True).dump(awards) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400\",\n \"count}} return {\\\"success\\\": True, \\\"data\\\": None, \\\"meta\\\": {\\\"count\\\": None}} @users_namespace.route(\\\"/<user_id>/awards\\\")\",\n \"\\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} @users_namespace.route(\\\"/me/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class\",\n \"UserSchema(\\\"admin\\\") response = schema.load(req) if response.errors: return {\\\"success\\\": False, \\\"errors\\\":\",\n \"response.data[\\\"place\\\"] = user.place response.data[\\\"score\\\"] = user.score return {\\\"success\\\": True, \\\"data\\\":\",\n \"is False: abort(404) awards = user.get_awards(admin=is_admin()) view = \\\"user\\\" if\",\n \"user.score return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def patch(self, user_id):\",\n \"@check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned\",\n \"is False: abort(404) fails = user.get_fails(admin=is_admin()) view = \\\"user\\\" if\",\n \"response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.add(response.data) db.session.commit() if\",\n \"user.place response.data[\\\"score\\\"] = user.score return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only\",\n \"= schema.load(data) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400\",\n \"UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if\",\n \"response = UserSchema(view=\\\"user\\\", many=True).dump(users) if response.errors: return {\\\"success\\\": False, \\\"errors\\\":\",\n \"delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit()\",\n \"is_admin() is False: abort(404) awards = user.get_awards(admin=is_admin()) view = \\\"user\\\"\",\n \"request.args.get(\\\"notify\\\"): name = response.data.name password = <PASSWORD>\\\") clear_standings() response =\",\n \"(user.banned or user.hidden) and is_admin() is False: abort(404) solves =\",\n \"= schema.dump(response.data) db.session.close() clear_standings() return {\\\"success\\\": True, \\\"data\\\": response} @admins_only\",\n \"{\\\"success\\\": True} @users_namespace.route(\\\"/me\\\") class UserPrivate(Resource): @authed_only def get(self): user =\",\n \"UserSchema(view=\\\"admin\\\", instance=user, partial=True) response = schema.load(data) if response.errors: return {\\\"success\\\":\",\n \"Users\\\") @users_namespace.route(\\\"\\\") class UserList(Resource): @check_account_visibility def get(self): users = Users.query.filter_by(banned=False,\",\n \"= \\\"user\\\" if not is_admin() else \\\"admin\\\" response = SubmissionSchema(view=view,\",\n \"True, \\\"data\\\": response.data} return {\\\"success\\\": True, \\\"data\\\": None} @users_namespace.route(\\\"/<user_id>/fails\\\") @users_namespace.param(\\\"user_id\\\",\",\n \"patch(self): user = get_current_user() data = request.get_json() schema = UserSchema(view=\\\"self\\\",\",\n \"or user.hidden) and is_admin() is False: abort(404) solves = user.get_solves(admin=is_admin())\",\n \"True, \\\"data\\\": response.data} @admins_only def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404()\",\n \"True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/solves\\\") class UserPrivateSolves(Resource): @authed_only def get(self): user\",\n \"\\\"user\\\" if not is_admin() else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(fails)\",\n \"@users_namespace.param(\\\"user_id\\\", \\\"User ID or 'me'\\\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def\",\n \"response} @admins_only def delete(self, user_id): Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete()\",\n \"= user.score return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def patch(self,\",\n \"data = request.get_json() schema = UserSchema(view=\\\"self\\\", instance=user, partial=True) response =\",\n \"= user.place response.data[\\\"score\\\"] = user.score return {\\\"success\\\": True, \\\"data\\\": response.data}\",\n \"= Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\\\"id\\\"] = user_id schema =\",\n \"return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 # return {\\\"success\\\": True,\",\n \"= get_current_user() fails = user.get_fails(admin=True) view = \\\"user\\\" if not\",\n \"user_id): user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\\\"id\\\"] = user_id\",\n \"= schema.dump(response.data) db.session.close() clear_standings() return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/solves\\\")\",\n \"user.get_fails(admin=True) view = \\\"user\\\" if not is_admin() else \\\"admin\\\" response\",\n \"if not is_admin() else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(solves) if\",\n \"from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import UserSchema users_namespace =\",\n \"CTFd.utils.decorators.visibility import ( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema\",\n \"@check_account_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if (user.banned or\",\n \"def get(self): user = get_current_user() awards = user.get_awards(admin=True) view =\",\n \"@check_account_visibility def get(self): users = Users.query.filter_by(banned=False, hidden=False) response = UserSchema(view=\\\"user\\\",\",\n \"flask import session, request, abort from flask_restplus import Namespace, Resource\",\n \"{\\\"count\\\": count}} return {\\\"success\\\": True, \\\"data\\\": None, \\\"meta\\\": {\\\"count\\\": None}}\",\n \"if (user.banned or user.hidden) and is_admin() is False: abort(404) awards\",\n \"UserList(Resource): @check_account_visibility def get(self): users = Users.query.filter_by(banned=False, hidden=False) response =\",\n \"hidden=False) response = UserSchema(view=\\\"user\\\", many=True).dump(users) if response.errors: return {\\\"success\\\": False,\",\n \"CTFd.utils.decorators import authed_only, admins_only, ratelimit from CTFd.cache import clear_standings from\",\n \"ID or 'me'\\\") class UserPublicAwards(Resource): @check_account_visibility @check_score_visibility def get(self, user_id):\",\n \"= user.place response[\\\"score\\\"] = user.score return {\\\"success\\\": True, \\\"data\\\": response}\",\n \"schema = UserSchema(view=\\\"admin\\\", instance=user, partial=True) response = schema.load(data) if response.errors:\",\n \"{\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/me/fails\\\") class UserPrivateFails(Resource): @authed_only def get(self):\",\n \"\\\"User ID\\\") class UserPublic(Resource): @check_account_visibility def get(self, user_id): user =\",\n \"def patch(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() data = request.get_json() data[\\\"id\\\"]\",\n \"<PASSWORD>\\\") clear_standings() response = schema.dump(response.data) return {\\\"success\\\": True, \\\"data\\\": response.data}\",\n \"return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} @users_namespace.route(\\\"/me/awards\\\") @users_namespace.param(\\\"user_id\\\",\",\n \"user.get_awards(admin=True) view = \\\"user\\\" if not is_admin() else \\\"admin\\\" response\",\n \"clear_standings() return {\\\"success\\\": True} @users_namespace.route(\\\"/me\\\") class UserPrivate(Resource): @authed_only def get(self):\",\n \"user_id schema = UserSchema(view=\\\"admin\\\", instance=user, partial=True) response = schema.load(data) if\",\n \"Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings() return {\\\"success\\\": True}\",\n \"is_admin() else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(fails) if response.errors: return\",\n \"or user.hidden) and is_admin() is False: abort(404) awards = user.get_awards(admin=is_admin())\",\n \"schema = UserSchema(view=\\\"self\\\", instance=user, partial=True) response = schema.load(data) if response.errors:\",\n \"400 # return {\\\"success\\\": True, \\\"data\\\": response.data} return {\\\"success\\\": True,\",\n \"awards = user.get_awards(admin=is_admin()) view = \\\"user\\\" if not is_admin() else\",\n \"\\\"data\\\": response.data} @users_namespace.route(\\\"/me/solves\\\") class UserPrivateSolves(Resource): @authed_only def get(self): user =\",\n \"None} @users_namespace.route(\\\"/<user_id>/fails\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicFails(Resource): @check_account_visibility @check_score_visibility def\",\n \"response.data} @users_namespace.route(\\\"/<user_id>/solves\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPublicSolves(Resource): @check_account_visibility @check_score_visibility def\",\n \"{\\\"success\\\": True, \\\"data\\\": response.data} return {\\\"success\\\": True, \\\"data\\\": None} @users_namespace.route(\\\"/<user_id>/fails\\\")\",\n \"return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} return {\\\"success\\\":\",\n \"clear_standings() return {\\\"success\\\": True, \\\"data\\\": response} @admins_only def delete(self, user_id):\",\n \"from flask import session, request, abort from flask_restplus import Namespace,\",\n \"is False: abort(404) solves = user.get_solves(admin=is_admin()) view = \\\"user\\\" if\",\n \"@users_namespace.route(\\\"\\\") class UserList(Resource): @check_account_visibility def get(self): users = Users.query.filter_by(banned=False, hidden=False)\",\n \"def post(self): req = request.get_json() schema = UserSchema(\\\"admin\\\") response =\",\n \"import Namespace, Resource from CTFd.models import ( db, Users, Solves,\",\n \"( check_account_visibility, check_score_visibility, ) from CTFd.schemas.submissions import SubmissionSchema from CTFd.schemas.awards\",\n \"return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\\\"notify\\\"):\",\n \"db.session.close() clear_standings() return {\\\"success\\\": True, \\\"data\\\": response} @admins_only def delete(self,\",\n \"many=True).dump(awards) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 return\",\n \"user.hidden) and is_admin() is False: abort(404) response = UserSchema(view=session.get(\\\"type\\\", \\\"user\\\")).dump(user)\",\n \"UserPrivateFails(Resource): @authed_only def get(self): user = get_current_user() fails = user.get_fails(admin=True)\",\n \"UserSchema users_namespace = Namespace(\\\"users\\\", description=\\\"Endpoint to retrieve Users\\\") @users_namespace.route(\\\"\\\") class\",\n \"data, \\\"meta\\\": {\\\"count\\\": count}} @users_namespace.route(\\\"/me/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class UserPrivateAwards(Resource):\",\n \"UserSchema(view=\\\"user\\\", many=True).dump(users) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400\",\n \"SubmissionSchema from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import UserSchema users_namespace\",\n \"= get_current_user() data = request.get_json() schema = UserSchema(view=\\\"self\\\", instance=user, partial=True)\",\n \"from CTFd.cache import clear_standings from CTFd.utils.user import get_current_user, is_admin from\",\n \"get(self): user = get_current_user() solves = user.get_solves(admin=True) view = \\\"user\\\"\",\n \"return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<user_id>/solves\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\") class\",\n \"response.data.name password = <PASSWORD>\\\") clear_standings() response = schema.dump(response.data) return {\\\"success\\\":\",\n \"\\\"data\\\": None, \\\"meta\\\": {\\\"count\\\": None}} @users_namespace.route(\\\"/<user_id>/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID or\",\n \"response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.commit() response =\",\n \"= len(response.data) return {\\\"success\\\": True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}}\",\n \"\\\"errors\\\": response.errors}, 400 db.session.add(response.data) db.session.commit() if request.args.get(\\\"notify\\\"): name = response.data.name\",\n \"= UserSchema(\\\"self\\\").dump(user).data response[\\\"place\\\"] = user.place response[\\\"score\\\"] = user.score return {\\\"success\\\":\",\n \"return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 response.data[\\\"place\\\"] = user.place response.data[\\\"score\\\"]\",\n \"solves = user.get_solves(admin=True) view = \\\"user\\\" if not is_admin() else\",\n \"{\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def patch(self, user_id): user =\",\n \"= <PASSWORD>\\\") clear_standings() response = schema.dump(response.data) return {\\\"success\\\": True, \\\"data\\\":\",\n \"request.get_json() schema = UserSchema(view=\\\"self\\\", instance=user, partial=True) response = schema.load(data) if\",\n \"many=True).dump(awards) if response.errors: return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 #\",\n \"True, \\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} @users_namespace.route(\\\"/me/awards\\\") @users_namespace.param(\\\"user_id\\\", \\\"User ID\\\")\",\n \"abort(404) response = UserSchema(view=session.get(\\\"type\\\", \\\"user\\\")).dump(user) if response.errors: return {\\\"success\\\": False,\",\n \"db.session.close() clear_standings() return {\\\"success\\\": True} @users_namespace.route(\\\"/me\\\") class UserPrivate(Resource): @authed_only def\",\n \"clear_standings() response = schema.dump(response.data) return {\\\"success\\\": True, \\\"data\\\": response.data} @users_namespace.route(\\\"/<int:user_id>\\\")\",\n \"import SubmissionSchema from CTFd.schemas.awards import AwardSchema from CTFd.schemas.users import UserSchema\",\n \"fails = user.get_fails(admin=True) view = \\\"user\\\" if not is_admin() else\",\n \"db.session.commit() db.session.close() clear_standings() return {\\\"success\\\": True} @users_namespace.route(\\\"/me\\\") class UserPrivate(Resource): @authed_only\",\n \"Notifications.query.filter_by(user_id=user_id).delete() Awards.query.filter_by(user_id=user_id).delete() Unlocks.query.filter_by(user_id=user_id).delete() Submissions.query.filter_by(user_id=user_id).delete() Solves.query.filter_by(user_id=user_id).delete() Tracking.query.filter_by(user_id=user_id).delete() Users.query.filter_by(id=user_id).delete() db.session.commit() db.session.close() clear_standings()\",\n \"400 return {\\\"success\\\": True, \\\"data\\\": response.data} @admins_only def post(self): req\",\n \"return {\\\"success\\\": False, \\\"errors\\\": response.errors}, 400 db.session.commit() response = schema.dump(response.data)\",\n \"not is_admin() else \\\"admin\\\" response = SubmissionSchema(view=view, many=True).dump(solves) if response.errors:\",\n \"user = get_current_user() fails = user.get_fails(admin=True) view = \\\"user\\\" if\",\n \"\\\"data\\\": data, \\\"meta\\\": {\\\"count\\\": count}} return {\\\"success\\\": True, \\\"data\\\": None,\",\n \"CTFd.cache import clear_standings from CTFd.utils.user import get_current_user, is_admin from CTFd.utils.decorators.visibility\"\n]","isConversational":false}}},{"rowIdx":1693,"cells":{"ngram":{"kind":"list like","value":["few pages. n_pages = 5 for i in range(n_pages): page","page_name(i), prefix=str(i)) # Setup main app layout. app_shell = [html.H1(\"App","n_pages = 5 for i in range(n_pages): page = make_page(i)","page.layout = html.Div([html.H2(f\"Page {i}\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'),","page_name(i: int): return f\"page{i}\" def make_page(i: int): page = DashBlueprint()","= DashBlueprint() page.layout = html.Div([html.H2(f\"Page {i}\"), html.Button('Click me!', id='btn'), html.Div(id='log')])","me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return","pages. n_pages = 5 for i in range(n_pages): page =","return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few","# Register a few pages. n_pages = 5 for i","html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return f\"Hello world","app_shell = [html.H1(\"App shell\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for","= make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup main app layout.","dl from dash_extensions.enrich import DashBlueprint, DashProxy, html, Output, Input def","shell\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)])","<filename>getting_started/pages.py import dash_labs as dl from dash_extensions.enrich import DashBlueprint, DashProxy,","import DashBlueprint, DashProxy, html, Output, Input def page_name(i: int): return","range(n_pages)]) app.layout = html.Div(app_shell + [navigation], style=dict(display=\"block\")) if __name__ ==","def page_name(i: int): return f\"page{i}\" def make_page(i: int): page =","Register a few pages. n_pages = 5 for i in","on_click(n_clicks): return f\"Hello world {n_clicks} from page {i}!\" return page","for i in range(n_pages): page = make_page(i) page.register(app, page_name(i), prefix=str(i))","@page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return f\"Hello world {n_clicks}","world {n_clicks} from page {i}!\" return page app = DashProxy(prevent_initial_callbacks=True,","i in range(n_pages)]) app.layout = html.Div(app_shell + [navigation], style=dict(display=\"block\")) if","dash_labs as dl from dash_extensions.enrich import DashBlueprint, DashProxy, html, Output,","html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)]) app.layout = html.Div(app_shell +","prefix=str(i)) # Setup main app layout. app_shell = [html.H1(\"App shell\"),","= html.Div(app_shell + [navigation], style=dict(display=\"block\")) if __name__ == '__main__': app.run_server()","# Setup main app layout. app_shell = [html.H1(\"App shell\"), dl.plugins.page_container]","html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks):","Setup main app layout. app_shell = [html.H1(\"App shell\"), dl.plugins.page_container] navigation","f\"page{i}\" def make_page(i: int): page = DashBlueprint() page.layout = html.Div([html.H2(f\"Page","a few pages. n_pages = 5 for i in range(n_pages):","DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few pages. n_pages = 5","= DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few pages. n_pages =","i in range(n_pages): page = make_page(i) page.register(app, page_name(i), prefix=str(i)) #","page = make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup main app","page = DashBlueprint() page.layout = html.Div([html.H2(f\"Page {i}\"), html.Button('Click me!', id='btn'),","Output, Input def page_name(i: int): return f\"page{i}\" def make_page(i: int):","in range(n_pages): page = make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup","= [html.H1(\"App shell\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i","make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup main app layout. app_shell","DashProxy, html, Output, Input def page_name(i: int): return f\"page{i}\" def","= html.Div([html.H2(f\"Page {i}\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn',","Input def page_name(i: int): return f\"page{i}\" def make_page(i: int): page","page {i}!\" return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register","app layout. app_shell = [html.H1(\"App shell\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i),","make_page(i: int): page = DashBlueprint() page.layout = html.Div([html.H2(f\"Page {i}\"), html.Button('Click","def on_click(n_clicks): return f\"Hello world {n_clicks} from page {i}!\" return","app.layout = html.Div(app_shell + [navigation], style=dict(display=\"block\")) if __name__ == '__main__':","def make_page(i: int): page = DashBlueprint() page.layout = html.Div([html.H2(f\"Page {i}\"),","[html.H1(\"App shell\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in","DashBlueprint, DashProxy, html, Output, Input def page_name(i: int): return f\"page{i}\"","return f\"page{i}\" def make_page(i: int): page = DashBlueprint() page.layout =","{i}\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def","as dl from dash_extensions.enrich import DashBlueprint, DashProxy, html, Output, Input","f\"Hello world {n_clicks} from page {i}!\" return page app =","from page {i}!\" return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) #","app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few pages. n_pages","= html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)]) app.layout = html.Div(app_shell","= 5 for i in range(n_pages): page = make_page(i) page.register(app,","5 for i in range(n_pages): page = make_page(i) page.register(app, page_name(i),","page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few pages.","in range(n_pages)]) app.layout = html.Div(app_shell + [navigation], style=dict(display=\"block\")) if __name__","{i}!\" return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a","DashBlueprint() page.layout = html.Div([html.H2(f\"Page {i}\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log',","dash_extensions.enrich import DashBlueprint, DashProxy, html, Output, Input def page_name(i: int):","layout. app_shell = [html.H1(\"App shell\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i)))","plugins=[dl.plugins.pages]) # Register a few pages. n_pages = 5 for","id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return f\"Hello","dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)]) app.layout","Input('btn', 'n_clicks')) def on_click(n_clicks): return f\"Hello world {n_clicks} from page","{n_clicks} from page {i}!\" return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages])","html, Output, Input def page_name(i: int): return f\"page{i}\" def make_page(i:","range(n_pages): page = make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup main","main app layout. app_shell = [html.H1(\"App shell\"), dl.plugins.page_container] navigation =","return f\"Hello world {n_clicks} from page {i}!\" return page app","int): page = DashBlueprint() page.layout = html.Div([html.H2(f\"Page {i}\"), html.Button('Click me!',","import dash_labs as dl from dash_extensions.enrich import DashBlueprint, DashProxy, html,","for i in range(n_pages)]) app.layout = html.Div(app_shell + [navigation], style=dict(display=\"block\"))","int): return f\"page{i}\" def make_page(i: int): page = DashBlueprint() page.layout","href=page_name(i))) for i in range(n_pages)]) app.layout = html.Div(app_shell + [navigation],","html.Div([html.H2(f\"Page {i}\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks'))","page.register(app, page_name(i), prefix=str(i)) # Setup main app layout. app_shell =","'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return f\"Hello world {n_clicks} from","'n_clicks')) def on_click(n_clicks): return f\"Hello world {n_clicks} from page {i}!\"","navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)]) app.layout =","from dash_extensions.enrich import DashBlueprint, DashProxy, html, Output, Input def page_name(i:"],"string":"[\n \"few pages. n_pages = 5 for i in range(n_pages): page\",\n \"page_name(i), prefix=str(i)) # Setup main app layout. app_shell = [html.H1(\\\"App\",\n \"n_pages = 5 for i in range(n_pages): page = make_page(i)\",\n \"page.layout = html.Div([html.H2(f\\\"Page {i}\\\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'),\",\n \"page_name(i: int): return f\\\"page{i}\\\" def make_page(i: int): page = DashBlueprint()\",\n \"= DashBlueprint() page.layout = html.Div([html.H2(f\\\"Page {i}\\\"), html.Button('Click me!', id='btn'), html.Div(id='log')])\",\n \"me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return\",\n \"pages. n_pages = 5 for i in range(n_pages): page =\",\n \"return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few\",\n \"# Register a few pages. n_pages = 5 for i\",\n \"html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return f\\\"Hello world\",\n \"app_shell = [html.H1(\\\"App shell\\\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for\",\n \"= make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup main app layout.\",\n \"dl from dash_extensions.enrich import DashBlueprint, DashProxy, html, Output, Input def\",\n \"shell\\\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)])\",\n \"<filename>getting_started/pages.py import dash_labs as dl from dash_extensions.enrich import DashBlueprint, DashProxy,\",\n \"import DashBlueprint, DashProxy, html, Output, Input def page_name(i: int): return\",\n \"range(n_pages)]) app.layout = html.Div(app_shell + [navigation], style=dict(display=\\\"block\\\")) if __name__ ==\",\n \"def page_name(i: int): return f\\\"page{i}\\\" def make_page(i: int): page =\",\n \"Register a few pages. n_pages = 5 for i in\",\n \"on_click(n_clicks): return f\\\"Hello world {n_clicks} from page {i}!\\\" return page\",\n \"for i in range(n_pages): page = make_page(i) page.register(app, page_name(i), prefix=str(i))\",\n \"@page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return f\\\"Hello world {n_clicks}\",\n \"world {n_clicks} from page {i}!\\\" return page app = DashProxy(prevent_initial_callbacks=True,\",\n \"i in range(n_pages)]) app.layout = html.Div(app_shell + [navigation], style=dict(display=\\\"block\\\")) if\",\n \"dash_labs as dl from dash_extensions.enrich import DashBlueprint, DashProxy, html, Output,\",\n \"html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)]) app.layout = html.Div(app_shell +\",\n \"prefix=str(i)) # Setup main app layout. app_shell = [html.H1(\\\"App shell\\\"),\",\n \"= html.Div(app_shell + [navigation], style=dict(display=\\\"block\\\")) if __name__ == '__main__': app.run_server()\",\n \"# Setup main app layout. app_shell = [html.H1(\\\"App shell\\\"), dl.plugins.page_container]\",\n \"html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks):\",\n \"Setup main app layout. app_shell = [html.H1(\\\"App shell\\\"), dl.plugins.page_container] navigation\",\n \"f\\\"page{i}\\\" def make_page(i: int): page = DashBlueprint() page.layout = html.Div([html.H2(f\\\"Page\",\n \"a few pages. n_pages = 5 for i in range(n_pages):\",\n \"DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few pages. n_pages = 5\",\n \"= DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few pages. n_pages =\",\n \"i in range(n_pages): page = make_page(i) page.register(app, page_name(i), prefix=str(i)) #\",\n \"page = make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup main app\",\n \"page = DashBlueprint() page.layout = html.Div([html.H2(f\\\"Page {i}\\\"), html.Button('Click me!', id='btn'),\",\n \"Output, Input def page_name(i: int): return f\\\"page{i}\\\" def make_page(i: int):\",\n \"in range(n_pages): page = make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup\",\n \"= [html.H1(\\\"App shell\\\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i\",\n \"make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup main app layout. app_shell\",\n \"DashProxy, html, Output, Input def page_name(i: int): return f\\\"page{i}\\\" def\",\n \"= html.Div([html.H2(f\\\"Page {i}\\\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn',\",\n \"Input def page_name(i: int): return f\\\"page{i}\\\" def make_page(i: int): page\",\n \"page {i}!\\\" return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register\",\n \"app layout. app_shell = [html.H1(\\\"App shell\\\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i),\",\n \"make_page(i: int): page = DashBlueprint() page.layout = html.Div([html.H2(f\\\"Page {i}\\\"), html.Button('Click\",\n \"def on_click(n_clicks): return f\\\"Hello world {n_clicks} from page {i}!\\\" return\",\n \"app.layout = html.Div(app_shell + [navigation], style=dict(display=\\\"block\\\")) if __name__ == '__main__':\",\n \"def make_page(i: int): page = DashBlueprint() page.layout = html.Div([html.H2(f\\\"Page {i}\\\"),\",\n \"[html.H1(\\\"App shell\\\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in\",\n \"DashBlueprint, DashProxy, html, Output, Input def page_name(i: int): return f\\\"page{i}\\\"\",\n \"return f\\\"page{i}\\\" def make_page(i: int): page = DashBlueprint() page.layout =\",\n \"{i}\\\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def\",\n \"as dl from dash_extensions.enrich import DashBlueprint, DashProxy, html, Output, Input\",\n \"f\\\"Hello world {n_clicks} from page {i}!\\\" return page app =\",\n \"from page {i}!\\\" return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) #\",\n \"app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few pages. n_pages\",\n \"= html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)]) app.layout = html.Div(app_shell\",\n \"= 5 for i in range(n_pages): page = make_page(i) page.register(app,\",\n \"5 for i in range(n_pages): page = make_page(i) page.register(app, page_name(i),\",\n \"page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a few pages.\",\n \"in range(n_pages)]) app.layout = html.Div(app_shell + [navigation], style=dict(display=\\\"block\\\")) if __name__\",\n \"{i}!\\\" return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages]) # Register a\",\n \"DashBlueprint() page.layout = html.Div([html.H2(f\\\"Page {i}\\\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log',\",\n \"dash_extensions.enrich import DashBlueprint, DashProxy, html, Output, Input def page_name(i: int):\",\n \"layout. app_shell = [html.H1(\\\"App shell\\\"), dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i)))\",\n \"plugins=[dl.plugins.pages]) # Register a few pages. n_pages = 5 for\",\n \"id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return f\\\"Hello\",\n \"dl.plugins.page_container] navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)]) app.layout\",\n \"Input('btn', 'n_clicks')) def on_click(n_clicks): return f\\\"Hello world {n_clicks} from page\",\n \"{n_clicks} from page {i}!\\\" return page app = DashProxy(prevent_initial_callbacks=True, plugins=[dl.plugins.pages])\",\n \"html, Output, Input def page_name(i: int): return f\\\"page{i}\\\" def make_page(i:\",\n \"range(n_pages): page = make_page(i) page.register(app, page_name(i), prefix=str(i)) # Setup main\",\n \"main app layout. app_shell = [html.H1(\\\"App shell\\\"), dl.plugins.page_container] navigation =\",\n \"return f\\\"Hello world {n_clicks} from page {i}!\\\" return page app\",\n \"int): page = DashBlueprint() page.layout = html.Div([html.H2(f\\\"Page {i}\\\"), html.Button('Click me!',\",\n \"import dash_labs as dl from dash_extensions.enrich import DashBlueprint, DashProxy, html,\",\n \"for i in range(n_pages)]) app.layout = html.Div(app_shell + [navigation], style=dict(display=\\\"block\\\"))\",\n \"int): return f\\\"page{i}\\\" def make_page(i: int): page = DashBlueprint() page.layout\",\n \"href=page_name(i))) for i in range(n_pages)]) app.layout = html.Div(app_shell + [navigation],\",\n \"html.Div([html.H2(f\\\"Page {i}\\\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @page.callback(Output('log', 'children'), Input('btn', 'n_clicks'))\",\n \"page.register(app, page_name(i), prefix=str(i)) # Setup main app layout. app_shell =\",\n \"'children'), Input('btn', 'n_clicks')) def on_click(n_clicks): return f\\\"Hello world {n_clicks} from\",\n \"'n_clicks')) def on_click(n_clicks): return f\\\"Hello world {n_clicks} from page {i}!\\\"\",\n \"navigation = html.Ul([html.Li(html.A(page_name(i), href=page_name(i))) for i in range(n_pages)]) app.layout =\",\n \"from dash_extensions.enrich import DashBlueprint, DashProxy, html, Output, Input def page_name(i:\"\n]","isConversational":false}}},{"rowIdx":1694,"cells":{"ngram":{"kind":"list like","value":["'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': { 'allow':","{ 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': {","'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': { 'allow': ['GET'], 'formats':","{ 'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'],","on_get(self, req, resp, project_id): resp.data = self.document_utf8 resp.content_type = 'application/json-home'","}, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name',","\"License\"); you may not # use this file except in","indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self, req, resp, project_id): resp.data","{ 'allow': [ 'DELETE' ], 'formats': { 'application/json': {} }","'allow': [ 'DELETE' ], 'formats': { 'application/json': {} } }","'/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['PUT',","permissions and limitations under # the License. import json #","'/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['POST'],","of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless","['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/flavor': {","'limit': 'param/claim_limit', }, 'hints': { 'allow': ['POST'], 'formats': { 'application/json':","}, }, } } ADMIN_RESOURCES = { # ----------------------------------------------------------------- #","resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400'] # status defaults to","'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints':","the License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = {","}, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {}, },","} ADMIN_RESOURCES = { # ----------------------------------------------------------------- # Pools # -----------------------------------------------------------------","'/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim':","}, 'accept-post': ['application/json'] }, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars':","# Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars':","{ 'application/json': {}, }, }, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}',","may not # use this file except in compliance with","Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': {","{ # ----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template':","'formats': { 'application/json': {}, }, }, }, # ----------------------------------------------------------------- #","}, }, }, } } ADMIN_RESOURCES = { # -----------------------------------------------------------------","{ 'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/delete_claim': {","'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints':","for the specific language governing permissions and limitations under #","may obtain a copy # of the License at #","'/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': {","the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required","resp, project_id): resp.data = self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control =","JSON_HOME = { 'resources': { # ----------------------------------------------------------------- # Queues #","'formats': { 'application/json': {}, }, }, }, 'rel/queue': { 'href-template':","'claim': 'param/claim_id' }, 'hints': { 'allow': [ 'DELETE' ], 'formats':","a copy # of the License at # # http://www.apache.org/licenses/LICENSE-2.0","'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'], },","under the License is distributed on an \"AS IS\" BASIS,","resp.data = self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400'] #","'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': { 'allow': ['POST'], 'formats':","{ 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker':","----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'),","'param/include_claimed', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},","'param/claim_id' }, 'hints': { 'allow': [ 'DELETE' ], 'formats': {","License. You may obtain a copy # of the License","{ 'application/json': {} } } }, # ----------------------------------------------------------------- # Claims","'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats':","Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker':","}, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name',","{ 'flavor_name': 'param/flavor_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH',","# ----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages'","this file except in compliance with the License. You may","}, 'hints': { 'allow': ['PATCH'], 'formats': { 'application/json': {}, },","'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', }, 'hints': { 'allow':","----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name',","'allow': ['DELETE'], 'formats': { 'application/json': {}, }, }, }, }","----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit':","}, # ----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health': { 'href':","__init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4)","software # distributed under the License is distributed on an","'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/delete_claim': { 'href-template':","'formats': { 'application/json': {}, }, }, }, 'rel/flavor': { 'href-template':","['application/json'], }, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name':","# ----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}',","}, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids':","'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints':","{ 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints': {","'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints':","file except in compliance with the License. You may obtain","}, # ----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template':","'param/pool_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats':","{ 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' }, 'hints': {","OR CONDITIONS OF ANY KIND, either express or implied. See","} } }, # ----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim':","'/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['GET'],","['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json': {}, }, },","'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['DELETE'], 'formats':","'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Flavors #","under the Apache License, Version 2.0 (the \"License\"); you may","obtain a copy # of the License at # #","'param/claim_limit', }, 'hints': { 'allow': ['POST'], 'formats': { 'application/json': {},","with the License. You may obtain a copy # of","'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['PUT', 'DELETE'], 'formats': {","'include_claimed': 'param/include_claimed', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':","----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints': { 'allow': ['GET'], 'formats':","'allow': ['PATCH'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] },","{}, }, 'accept-post': ['application/json'] }, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}',","}, }, }, } class Resource(object): def __init__(self, conf): if","'application/json': {}, }, }, }, } class Resource(object): def __init__(self,","'param/queue_name', }, 'hints': { 'allow': ['PUT', 'DELETE'], 'formats': { 'application/json':","{ 'application/json': {}, }, }, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}',","{ 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['POST'], 'formats': {","{ 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker':","WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.","\"AS IS\" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY","'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': {","'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints': { 'allow':","}, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit':","at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable","}, }, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name':","'param/claim_id', }, 'hints': { 'allow': ['PATCH'], 'formats': { 'application/json': {},","['PUT', 'DELETE'], 'formats': { 'application/json': {}, }, }, }, 'rel/queue_stats':","Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed':","import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': {","to in writing, software # distributed under the License is","} }, # ----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim': {","json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': { #","'application/json': {} } } }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', #","'param/claim_id', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},","'href-vars': { 'pool_name': 'param/pool_name', }, 'hints': { 'allow': ['GET', 'PUT',","or agreed to in writing, software # distributed under the","'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['PATCH'], 'formats':","required by applicable law or agreed to in writing, software","'formats': { 'application/json': {}, }, }, }, 'rel/post_claim': { 'href-template':","'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['PUT', 'DELETE'],","'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Messages #","'formats': { 'application/json': {} } } }, 'rel/message_delete': { 'href-template':","= json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self, req,","# ----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}',","if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 =","'/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', },","'/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' },","'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/patch_claim': { 'href-template':","# ----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health',","}, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', },","you may not # use this file except in compliance","agreed to in writing, software # distributed under the License","'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats':","def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False,","}, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name',","distributed under the License is distributed on an \"AS IS\"","{ 'application/json': {}, }, }, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats',","CONDITIONS OF ANY KIND, either express or implied. See the","# noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id'","= { 'resources': { # ----------------------------------------------------------------- # Queues # -----------------------------------------------------------------","'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':","}, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id':","'param/claim_id', }, 'hints': { 'allow': ['DELETE'], 'formats': { 'application/json': {},","'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit',","= self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400'] # status","writing, software # distributed under the License is distributed on","'accept-post': ['application/json'] }, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': {","{ 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker',","}, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id':","'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker',","}, # ----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template':","# Licensed under the Apache License, Version 2.0 (the \"License\");","'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, }","# ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name':","'application/json': {}, }, }, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars':","an \"AS IS\" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF","}, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': {","# of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # #","use this file except in compliance with the License. You","'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json': {}, },","'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop'","{ 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': { 'allow': ['POST'],","----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id':","'hints': { 'allow': ['GET'], 'formats': { 'application/json': {}, }, },","----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars':","'formats': { 'application/json': {}, }, }, }, } } ADMIN_RESOURCES","not # use this file except in compliance with the","'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/flavor':","['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/pool': {","# Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': {","}, }, }, # ----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors':","{}, }, }, }, # ----------------------------------------------------------------- # Flavors # -----------------------------------------------------------------","def on_get(self, req, resp, project_id): resp.data = self.document_utf8 resp.content_type =","'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': { 'allow':","'param/ids', 'pop': 'param/pop' }, 'hints': { 'allow': [ 'DELETE' ],","License is distributed on an \"AS IS\" BASIS, WITHOUT #","KIND, either express or implied. See the # License for","document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self,","# ----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}',","{ 'resources': { # ----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues':","'{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo':","'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'],","IS\" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND,","'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints': { 'allow':","'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed',","{ 'pool_name': 'param/pool_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH',","{}, }, }, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': {","express or implied. See the # License for the specific","{ 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': {","}, 'accept-post': ['application/json'] }, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars':","'href': '/v2/health', 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},","See the # License for the specific language governing permissions","{}, }, }, }, } } ADMIN_RESOURCES = { #","'application/json': {}, }, }, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars':","http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': { # ----------------------------------------------------------------- # Queues","'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints':","'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': { 'allow': ['GET'], 'formats': {","}, 'hints': { 'allow': ['DELETE'], 'formats': { 'application/json': {}, },","'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints':","copy # of the License at # # http://www.apache.org/licenses/LICENSE-2.0 #","'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['DELETE'], 'formats': {","'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/pool':","], 'formats': { 'application/json': {} } } }, 'rel/message_delete': {","'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': { 'allow': ['GET'], 'formats':","}, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name',","'param/marker', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},","the Apache License, Version 2.0 (the \"License\"); you may not","'DELETE' ], 'formats': { 'application/json': {} } } }, #","['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/queue': {","'flavor_name': 'param/flavor_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'],","'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit',","{ 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints': {","}, }, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name':","law or agreed to in writing, software # distributed under","'formats': { 'application/json': {}, }, }, }, } class Resource(object):","'application/json': {} } } }, # ----------------------------------------------------------------- # Claims #","'allow': ['PUT', 'DELETE'], 'formats': { 'application/json': {}, }, }, },","{ 'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Health","['application/json'] }, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name':","{}, }, }, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': {","{ 'allow': ['PATCH'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json']","implied. See the # License for the specific language governing","'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit',","'accept-post': ['application/json'], }, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': {","'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Health #","----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit':","'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/patch_claim':","'application/json': {}, }, }, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars':","'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json': {}, }, }, },","'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['PATCH'], 'formats': {","'application/json': {}, }, }, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars':","{}, }, }, }, # ----------------------------------------------------------------- # Messages # -----------------------------------------------------------------","}, 'accept-post': ['application/json'], }, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars':","Apache License, Version 2.0 (the \"License\"); you may not #","}, 'hints': { 'allow': ['PUT', 'DELETE'], 'formats': { 'application/json': {},","{ 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': {","'DELETE'], 'formats': { 'application/json': {}, }, }, }, # -----------------------------------------------------------------","Inc. # # Licensed under the Apache License, Version 2.0","'accept-post': ['application/json'] }, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': {","'pool_name': 'param/pool_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'],","'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints': { 'allow':","'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['GET'], 'formats':","'pop': 'param/pop' }, 'hints': { 'allow': [ 'DELETE' ], 'formats':","'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/post_claim':","limitations under # the License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03","'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints': { 'allow': ['GET', 'PUT',","# ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker',","('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit',","'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints':","ADMIN_RESOURCES = { # ----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools':","# Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': {","{ 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints': {","}, }, # ----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages': {","# # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law","distributed on an \"AS IS\" BASIS, WITHOUT # WARRANTIES OR","'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/queue':","}, }, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name':","# # Licensed under the Apache License, Version 2.0 (the","{ 'allow': ['PUT', 'DELETE'], 'formats': { 'application/json': {}, }, },","'param/flavor_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats': {","{}, }, 'accept-post': ['application/json'] }, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}',","'hints': { 'allow': [ 'DELETE' ], 'formats': { 'application/json': {}","'/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': {","{}, }, }, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': {","'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' }, 'hints':","'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['POST'], 'formats':","'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed',","} }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': {","'DELETE'], 'formats': { 'application/json': {}, }, }, }, 'rel/queue_stats': {","in compliance with the License. You may obtain a copy","'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow':","}, } } ADMIN_RESOURCES = { # ----------------------------------------------------------------- # Pools","'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] },","'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow':","}, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', },","['GET'], 'formats': { 'application/json': {}, }, }, }, # -----------------------------------------------------------------","on an \"AS IS\" BASIS, WITHOUT # WARRANTIES OR CONDITIONS","'/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints': { 'allow': ['GET',","'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['POST'], 'formats': { 'application/json':","Version 2.0 (the \"License\"); you may not # use this","http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed","'param/queue_name', }, 'hints': { 'allow': ['POST'], 'formats': { 'application/json': {},","specific language governing permissions and limitations under # the License.","{}, }, 'accept-post': ['application/json'], }, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}',","{ 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed':","{}, }, }, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': {","}, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name',","NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': { # ----------------------------------------------------------------- #","Rackspace, Inc. # # Licensed under the Apache License, Version","----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars':","}, # ----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template':","Licensed under the Apache License, Version 2.0 (the \"License\"); you","License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by","'formats': { 'application/json': {}, }, }, }, 'rel/pool': { 'href-template':","document.encode('utf-8') def on_get(self, req, resp, project_id): resp.data = self.document_utf8 resp.content_type","{ 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': {","License for the specific language governing permissions and limitations under","}, }, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name':","# ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed',","'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints':","governing permissions and limitations under # the License. import json","}, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', },","'resources': { # ----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues': {","{}, }, }, }, } class Resource(object): def __init__(self, conf):","'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': { 'allow': ['GET'], 'formats': {","['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/post_messages': {","Copyright (c) 2013 Rackspace, Inc. # # Licensed under the","# Health # ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints': {","'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' }, 'hints': { 'allow':","['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/post_claim': {","req, resp, project_id): resp.data = self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control","], 'formats': { 'application/json': {} } } }, # -----------------------------------------------------------------","ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self, req, resp, project_id):","= document.encode('utf-8') def on_get(self, req, resp, project_id): resp.data = self.document_utf8","}, }, } class Resource(object): def __init__(self, conf): if conf.admin_mode:","'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', }, 'hints':","the # License for the specific language governing permissions and","'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id',","['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'], }, },","# # Unless required by applicable law or agreed to","}, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name',","# the License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME =","'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints': { 'allow':","except in compliance with the License. You may obtain a","}, 'hints': { 'allow': ['POST'], 'formats': { 'application/json': {}, },","'hints': { 'allow': ['PUT', 'DELETE'], 'formats': { 'application/json': {}, },","'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name': 'param/queue_name',","'/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', }, 'hints': { 'allow': ['GET',","Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name':","conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8","'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id',","}, } class Resource(object): def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES)","JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def","'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker',","Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed':","Resource(object): def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME,","'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit',","language governing permissions and limitations under # the License. import","}, }, }, # ----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages':","{ 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id':","}, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', },","'rel/health': { 'href': '/v2/health', 'hints': { 'allow': ['GET'], 'formats': {","'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': { 'allow': ['GET'],","by applicable law or agreed to in writing, software #","'formats': { 'application/json': {}, }, }, }, 'rel/queue_stats': { 'href-template':","'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints':","{ 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['GET'], 'formats': {","'detailed': 'param/detailed', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':","noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' },","{ 'application/json': {}, }, 'accept-post': ['application/json'], }, }, 'rel/messages_delete': {","'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/delete_claim':","# ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name',","BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either","(c) 2013 Rackspace, Inc. # # Licensed under the Apache","'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow':","['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] }, },","{} } } }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa","and limitations under # the License. import json # NOTE(kgriffs):","['PATCH'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] }, },","} } ADMIN_RESOURCES = { # ----------------------------------------------------------------- # Pools #","# Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': {","Health # ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints': { 'allow':","# ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints': { 'allow': ['GET'],","'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow':","{ 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['PUT', 'DELETE'], 'formats':","'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['GET'], 'formats':","}, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', },","{ 'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Messages","'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['PATCH'], 'formats': { 'application/json':","= 'application/json-home' resp.cache_control = ['max-age=86400'] # status defaults to 200","Unless required by applicable law or agreed to in writing,","'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, #","'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' }, 'hints': { 'allow': [","# ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed',","'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['DELETE'], 'formats': { 'application/json':","{} } } }, # ----------------------------------------------------------------- # Claims # -----------------------------------------------------------------","the License. You may obtain a copy # of the","applicable law or agreed to in writing, software # distributed","# use this file except in compliance with the License.","} } }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars':","} class Resource(object): def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document","{ 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', },","'param/detailed', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},","'formats': { 'application/json': {}, }, 'accept-post': ['application/json'], }, }, 'rel/messages_delete':","'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker':","'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/post_messages':","}, 'hints': { 'allow': [ 'DELETE' ], 'formats': { 'application/json':","# NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': { # -----------------------------------------------------------------","OF ANY KIND, either express or implied. See the #","'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id',","----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit':","{ 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints': {","License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources':","'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', },","{ 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['GET'],","}, }, # ----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health': {","WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express","in writing, software # distributed under the License is distributed","['application/json'] }, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name':","'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints': { 'allow': [ 'DELETE'","'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':","}, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name',","'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids',","'/v2/health', 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {}, },","'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': { 'allow': ['POST'], 'formats': {","class Resource(object): def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document =","}, }, }, # ----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health':","2.0 (the \"License\"); you may not # use this file","{}, }, }, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': {","}, }, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name':","# Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': {","{ 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json': {},","{ 'application/json': {}, }, }, }, } class Resource(object): def","{}, }, }, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': {","'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit':","# Copyright (c) 2013 Rackspace, Inc. # # Licensed under","'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['GET'], 'formats': {","License, Version 2.0 (the \"License\"); you may not # use","compliance with the License. You may obtain a copy #","'formats': { 'application/json': {} } } }, # ----------------------------------------------------------------- #","under # the License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME","either express or implied. See the # License for the","{ 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', }, 'hints': {","# License for the specific language governing permissions and limitations","the specific language governing permissions and limitations under # the","{ 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['PATCH'],","project_id): resp.data = self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400']","{ 'allow': ['GET'], 'formats': { 'application/json': {}, }, }, },","'param/message_id', 'claim': 'param/claim_id' }, 'hints': { 'allow': [ 'DELETE' ],","['DELETE'], 'formats': { 'application/json': {}, }, }, }, } }","{ 'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/patch_claim': {","{ 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', },","2013 Rackspace, Inc. # # Licensed under the Apache License,","{ 'application/json': {}, }, }, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}',","{ 'application/json': {}, }, }, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages',","'application/json': {}, }, }, }, } } ADMIN_RESOURCES = {","'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': { 'allow': ['GET'],","'DELETE' ], 'formats': { 'application/json': {} } } }, 'rel/message_delete':","# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or","{ # ----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template':","# WARRANTIES OR CONDITIONS OF ANY KIND, either express or","'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json':","'param/pool_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats': {","{ 'application/json': {}, }, }, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}',","'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints':","the License is distributed on an \"AS IS\" BASIS, WITHOUT","You may obtain a copy # of the License at","'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id',","= { # ----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools': {","----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars':","'application/json': {}, }, 'accept-post': ['application/json'], }, }, 'rel/messages_delete': { 'href-template':","self.document_utf8 = document.encode('utf-8') def on_get(self, req, resp, project_id): resp.data =","'/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', },","# ----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}',","}, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name',","'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': { 'allow':","'param/queue_name', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},","self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400'] # status defaults","'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints':","'param/flavor_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats':","{ 'application/json': {} } } }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}',","'hints': { 'allow': ['DELETE'], 'formats': { 'application/json': {}, }, },","['GET'], 'formats': { 'application/json': {}, }, }, }, } class","'ids': 'param/ids', 'pop': 'param/pop' }, 'hints': { 'allow': [ 'DELETE'","}, }, # ----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors': {","----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars':","'param/pop' }, 'hints': { 'allow': [ 'DELETE' ], 'formats': {","}, }, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name':","'PATCH', 'DELETE'], 'formats': { 'application/json': {}, }, }, }, #","----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints':","ANY KIND, either express or implied. See the # License","'hints': { 'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post':","# distributed under the License is distributed on an \"AS","'application/json': {}, }, }, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars':","# Unless required by applicable law or agreed to in","{ 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['DELETE'],","'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo',","is distributed on an \"AS IS\" BASIS, WITHOUT # WARRANTIES","[ 'DELETE' ], 'formats': { 'application/json': {} } } },","conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8')","'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'],","'formats': { 'application/json': {}, }, }, }, 'rel/post_messages': { 'href-template':","{ 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed':","{ 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop':","{ 'allow': ['DELETE'], 'formats': { 'application/json': {}, }, }, },","{}, }, }, }, # ----------------------------------------------------------------- # Health # -----------------------------------------------------------------","'/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', },","}, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name',","'hints': { 'allow': ['PATCH'], 'formats': { 'application/json': {}, }, 'accept-post':","'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints': { 'allow': [","{ 'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json']","'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':","{ 'href': '/v2/health', 'hints': { 'allow': ['GET'], 'formats': { 'application/json':","'application/json': {}, }, }, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars':","{ 'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Flavors","json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self, req, resp,","}, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name':","(the \"License\"); you may not # use this file except","or implied. See the # License for the specific language","{ 'application/json': {}, }, }, }, } } ADMIN_RESOURCES ="],"string":"[\n \"'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': { 'allow':\",\n \"{ 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': {\",\n \"'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': { 'allow': ['GET'], 'formats':\",\n \"{ 'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'],\",\n \"on_get(self, req, resp, project_id): resp.data = self.document_utf8 resp.content_type = 'application/json-home'\",\n \"}, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"\\\"License\\\"); you may not # use this file except in\",\n \"indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self, req, resp, project_id): resp.data\",\n \"{ 'allow': [ 'DELETE' ], 'formats': { 'application/json': {} }\",\n \"'allow': [ 'DELETE' ], 'formats': { 'application/json': {} } }\",\n \"'/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['PUT',\",\n \"permissions and limitations under # the License. import json #\",\n \"'/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['POST'],\",\n \"of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless\",\n \"['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/flavor': {\",\n \"'limit': 'param/claim_limit', }, 'hints': { 'allow': ['POST'], 'formats': { 'application/json':\",\n \"}, }, } } ADMIN_RESOURCES = { # ----------------------------------------------------------------- #\",\n \"resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400'] # status defaults to\",\n \"'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints':\",\n \"the License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = {\",\n \"}, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {}, },\",\n \"} ADMIN_RESOURCES = { # ----------------------------------------------------------------- # Pools # -----------------------------------------------------------------\",\n \"'/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim':\",\n \"}, 'accept-post': ['application/json'] }, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars':\",\n \"# Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars':\",\n \"{ 'application/json': {}, }, }, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}',\",\n \"may not # use this file except in compliance with\",\n \"Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': {\",\n \"{ # ----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template':\",\n \"'formats': { 'application/json': {}, }, }, }, # ----------------------------------------------------------------- #\",\n \"}, }, }, } } ADMIN_RESOURCES = { # -----------------------------------------------------------------\",\n \"{ 'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/delete_claim': {\",\n \"'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints':\",\n \"for the specific language governing permissions and limitations under #\",\n \"may obtain a copy # of the License at #\",\n \"'/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': {\",\n \"the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required\",\n \"resp, project_id): resp.data = self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control =\",\n \"JSON_HOME = { 'resources': { # ----------------------------------------------------------------- # Queues #\",\n \"'formats': { 'application/json': {}, }, }, }, 'rel/queue': { 'href-template':\",\n \"'claim': 'param/claim_id' }, 'hints': { 'allow': [ 'DELETE' ], 'formats':\",\n \"a copy # of the License at # # http://www.apache.org/licenses/LICENSE-2.0\",\n \"'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'], },\",\n \"under the License is distributed on an \\\"AS IS\\\" BASIS,\",\n \"resp.data = self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400'] #\",\n \"'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': { 'allow': ['POST'], 'formats':\",\n \"{ 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker':\",\n \"----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'),\",\n \"'param/include_claimed', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},\",\n \"'param/claim_id' }, 'hints': { 'allow': [ 'DELETE' ], 'formats': {\",\n \"License. You may obtain a copy # of the License\",\n \"{ 'application/json': {} } } }, # ----------------------------------------------------------------- # Claims\",\n \"'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats':\",\n \"Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker':\",\n \"}, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"{ 'flavor_name': 'param/flavor_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH',\",\n \"# ----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages'\",\n \"this file except in compliance with the License. You may\",\n \"}, 'hints': { 'allow': ['PATCH'], 'formats': { 'application/json': {}, },\",\n \"'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', }, 'hints': { 'allow':\",\n \"----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"'allow': ['DELETE'], 'formats': { 'application/json': {}, }, }, }, }\",\n \"----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit':\",\n \"}, # ----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health': { 'href':\",\n \"__init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4)\",\n \"software # distributed under the License is distributed on an\",\n \"'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/delete_claim': { 'href-template':\",\n \"'formats': { 'application/json': {}, }, }, }, 'rel/flavor': { 'href-template':\",\n \"['application/json'], }, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name':\",\n \"# ----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}',\",\n \"}, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids':\",\n \"'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints':\",\n \"{ 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints': {\",\n \"'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints':\",\n \"file except in compliance with the License. You may obtain\",\n \"}, # ----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages': { 'href-template':\",\n \"'param/pool_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats':\",\n \"{ 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' }, 'hints': {\",\n \"OR CONDITIONS OF ANY KIND, either express or implied. See\",\n \"} } }, # ----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim':\",\n \"'/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['GET'],\",\n \"['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json': {}, }, },\",\n \"'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['DELETE'], 'formats':\",\n \"'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Flavors #\",\n \"under the Apache License, Version 2.0 (the \\\"License\\\"); you may\",\n \"obtain a copy # of the License at # #\",\n \"'param/claim_limit', }, 'hints': { 'allow': ['POST'], 'formats': { 'application/json': {},\",\n \"with the License. You may obtain a copy # of\",\n \"'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['PUT', 'DELETE'], 'formats': {\",\n \"'include_claimed': 'param/include_claimed', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':\",\n \"----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints': { 'allow': ['GET'], 'formats':\",\n \"'allow': ['PATCH'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] },\",\n \"{}, }, 'accept-post': ['application/json'] }, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}',\",\n \"}, }, }, } class Resource(object): def __init__(self, conf): if\",\n \"'application/json': {}, }, }, }, } class Resource(object): def __init__(self,\",\n \"'param/queue_name', }, 'hints': { 'allow': ['PUT', 'DELETE'], 'formats': { 'application/json':\",\n \"{ 'application/json': {}, }, }, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}',\",\n \"{ 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['POST'], 'formats': {\",\n \"{ 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker':\",\n \"WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\",\n \"\\\"AS IS\\\" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY\",\n \"'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': {\",\n \"'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints': { 'allow':\",\n \"}, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit':\",\n \"at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable\",\n \"}, }, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name':\",\n \"'param/claim_id', }, 'hints': { 'allow': ['PATCH'], 'formats': { 'application/json': {},\",\n \"['PUT', 'DELETE'], 'formats': { 'application/json': {}, }, }, }, 'rel/queue_stats':\",\n \"Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed':\",\n \"import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': {\",\n \"to in writing, software # distributed under the License is\",\n \"} }, # ----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim': {\",\n \"json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': { #\",\n \"'application/json': {} } } }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', #\",\n \"'param/claim_id', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},\",\n \"'href-vars': { 'pool_name': 'param/pool_name', }, 'hints': { 'allow': ['GET', 'PUT',\",\n \"or agreed to in writing, software # distributed under the\",\n \"'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['PATCH'], 'formats':\",\n \"required by applicable law or agreed to in writing, software\",\n \"'formats': { 'application/json': {}, }, }, }, 'rel/post_claim': { 'href-template':\",\n \"'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['PUT', 'DELETE'],\",\n \"'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Messages #\",\n \"'formats': { 'application/json': {} } } }, 'rel/message_delete': { 'href-template':\",\n \"= json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self, req,\",\n \"# ----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}',\",\n \"if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 =\",\n \"'/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', },\",\n \"'/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' },\",\n \"'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/patch_claim': { 'href-template':\",\n \"# ----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health',\",\n \"}, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', },\",\n \"you may not # use this file except in compliance\",\n \"agreed to in writing, software # distributed under the License\",\n \"'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats':\",\n \"def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False,\",\n \"}, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name',\",\n \"distributed under the License is distributed on an \\\"AS IS\\\"\",\n \"{ 'application/json': {}, }, }, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats',\",\n \"CONDITIONS OF ANY KIND, either express or implied. See the\",\n \"# noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id'\",\n \"= { 'resources': { # ----------------------------------------------------------------- # Queues # -----------------------------------------------------------------\",\n \"'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':\",\n \"}, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id':\",\n \"'param/claim_id', }, 'hints': { 'allow': ['DELETE'], 'formats': { 'application/json': {},\",\n \"'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit',\",\n \"= self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400'] # status\",\n \"writing, software # distributed under the License is distributed on\",\n \"'accept-post': ['application/json'] }, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': {\",\n \"{ 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker',\",\n \"}, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id':\",\n \"'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker',\",\n \"}, # ----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template':\",\n \"# Licensed under the Apache License, Version 2.0 (the \\\"License\\\");\",\n \"'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, }\",\n \"# ----------------------------------------------------------------- 'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name':\",\n \"'application/json': {}, }, }, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars':\",\n \"an \\\"AS IS\\\" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF\",\n \"}, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': {\",\n \"# of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # #\",\n \"use this file except in compliance with the License. You\",\n \"'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json': {}, },\",\n \"'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop'\",\n \"{ 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': { 'allow': ['POST'],\",\n \"----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id':\",\n \"'hints': { 'allow': ['GET'], 'formats': { 'application/json': {}, }, },\",\n \"----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars':\",\n \"'formats': { 'application/json': {}, }, }, }, } } ADMIN_RESOURCES\",\n \"not # use this file except in compliance with the\",\n \"'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/flavor':\",\n \"['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/pool': {\",\n \"# Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': {\",\n \"}, }, }, # ----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors':\",\n \"{}, }, }, }, # ----------------------------------------------------------------- # Flavors # -----------------------------------------------------------------\",\n \"def on_get(self, req, resp, project_id): resp.data = self.document_utf8 resp.content_type =\",\n \"'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': { 'allow':\",\n \"'param/ids', 'pop': 'param/pop' }, 'hints': { 'allow': [ 'DELETE' ],\",\n \"License is distributed on an \\\"AS IS\\\" BASIS, WITHOUT #\",\n \"KIND, either express or implied. See the # License for\",\n \"document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self,\",\n \"# ----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}',\",\n \"{ 'resources': { # ----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues':\",\n \"'{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo':\",\n \"'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'],\",\n \"IS\\\" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND,\",\n \"'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints': { 'allow':\",\n \"'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed',\",\n \"{ 'pool_name': 'param/pool_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH',\",\n \"{}, }, }, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': {\",\n \"express or implied. See the # License for the specific\",\n \"{ 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': {\",\n \"}, 'accept-post': ['application/json'] }, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars':\",\n \"'href': '/v2/health', 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},\",\n \"See the # License for the specific language governing permissions\",\n \"{}, }, }, }, } } ADMIN_RESOURCES = { #\",\n \"'application/json': {}, }, }, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars':\",\n \"http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': { # ----------------------------------------------------------------- # Queues\",\n \"'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints':\",\n \"'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': { 'allow': ['GET'], 'formats': {\",\n \"}, 'hints': { 'allow': ['DELETE'], 'formats': { 'application/json': {}, },\",\n \"'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints':\",\n \"copy # of the License at # # http://www.apache.org/licenses/LICENSE-2.0 #\",\n \"'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['DELETE'], 'formats': {\",\n \"'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/pool':\",\n \"], 'formats': { 'application/json': {} } } }, 'rel/message_delete': {\",\n \"'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': { 'allow': ['GET'], 'formats':\",\n \"}, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"'param/marker', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},\",\n \"the Apache License, Version 2.0 (the \\\"License\\\"); you may not\",\n \"'DELETE' ], 'formats': { 'application/json': {} } } }, #\",\n \"['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/queue': {\",\n \"'flavor_name': 'param/flavor_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'],\",\n \"'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit',\",\n \"{ 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints': {\",\n \"}, }, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name':\",\n \"law or agreed to in writing, software # distributed under\",\n \"'formats': { 'application/json': {}, }, }, }, } class Resource(object):\",\n \"'application/json': {} } } }, # ----------------------------------------------------------------- # Claims #\",\n \"'allow': ['PUT', 'DELETE'], 'formats': { 'application/json': {}, }, }, },\",\n \"{ 'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Health\",\n \"['application/json'] }, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name':\",\n \"{}, }, }, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': {\",\n \"{ 'allow': ['PATCH'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json']\",\n \"implied. See the # License for the specific language governing\",\n \"'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit',\",\n \"'accept-post': ['application/json'], }, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': {\",\n \"'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Health #\",\n \"----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit':\",\n \"'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/patch_claim':\",\n \"'application/json': {}, }, }, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars':\",\n \"'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json': {}, }, }, },\",\n \"'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['PATCH'], 'formats': {\",\n \"'application/json': {}, }, }, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars':\",\n \"{}, }, }, }, # ----------------------------------------------------------------- # Messages # -----------------------------------------------------------------\",\n \"}, 'accept-post': ['application/json'], }, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars':\",\n \"Apache License, Version 2.0 (the \\\"License\\\"); you may not #\",\n \"}, 'hints': { 'allow': ['PUT', 'DELETE'], 'formats': { 'application/json': {},\",\n \"{ 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': {\",\n \"'DELETE'], 'formats': { 'application/json': {}, }, }, }, # -----------------------------------------------------------------\",\n \"Inc. # # Licensed under the Apache License, Version 2.0\",\n \"'accept-post': ['application/json'] }, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': {\",\n \"'pool_name': 'param/pool_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'],\",\n \"'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints': { 'allow':\",\n \"'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['GET'], 'formats':\",\n \"'pop': 'param/pop' }, 'hints': { 'allow': [ 'DELETE' ], 'formats':\",\n \"'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/post_claim':\",\n \"limitations under # the License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03\",\n \"'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints': { 'allow': ['GET', 'PUT',\",\n \"# ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker',\",\n \"('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit',\",\n \"'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints':\",\n \"ADMIN_RESOURCES = { # ----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools':\",\n \"# Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': {\",\n \"{ 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints': {\",\n \"}, }, # ----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages': {\",\n \"# # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law\",\n \"distributed on an \\\"AS IS\\\" BASIS, WITHOUT # WARRANTIES OR\",\n \"'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/queue':\",\n \"}, }, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name':\",\n \"# # Licensed under the Apache License, Version 2.0 (the\",\n \"{ 'allow': ['PUT', 'DELETE'], 'formats': { 'application/json': {}, }, },\",\n \"'param/flavor_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats': {\",\n \"{}, }, 'accept-post': ['application/json'] }, }, 'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}',\",\n \"'hints': { 'allow': [ 'DELETE' ], 'formats': { 'application/json': {}\",\n \"'/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': {\",\n \"{}, }, }, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': {\",\n \"'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' }, 'hints':\",\n \"'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['POST'], 'formats':\",\n \"'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed',\",\n \"} }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': {\",\n \"'DELETE'], 'formats': { 'application/json': {}, }, }, }, 'rel/queue_stats': {\",\n \"in compliance with the License. You may obtain a copy\",\n \"'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow':\",\n \"}, } } ADMIN_RESOURCES = { # ----------------------------------------------------------------- # Pools\",\n \"'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] },\",\n \"'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow':\",\n \"}, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', },\",\n \"['GET'], 'formats': { 'application/json': {}, }, }, }, # -----------------------------------------------------------------\",\n \"on an \\\"AS IS\\\" BASIS, WITHOUT # WARRANTIES OR CONDITIONS\",\n \"'/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name': 'param/flavor_name', }, 'hints': { 'allow': ['GET',\",\n \"'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['POST'], 'formats': { 'application/json':\",\n \"Version 2.0 (the \\\"License\\\"); you may not # use this\",\n \"http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed\",\n \"'param/queue_name', }, 'hints': { 'allow': ['POST'], 'formats': { 'application/json': {},\",\n \"specific language governing permissions and limitations under # the License.\",\n \"{}, }, 'accept-post': ['application/json'], }, }, 'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}',\",\n \"{ 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': { 'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed':\",\n \"{}, }, }, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': {\",\n \"}, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': { # ----------------------------------------------------------------- #\",\n \"Rackspace, Inc. # # Licensed under the Apache License, Version\",\n \"----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars':\",\n \"}, # ----------------------------------------------------------------- # Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template':\",\n \"Licensed under the Apache License, Version 2.0 (the \\\"License\\\"); you\",\n \"License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by\",\n \"'formats': { 'application/json': {}, }, }, }, 'rel/pool': { 'href-template':\",\n \"document.encode('utf-8') def on_get(self, req, resp, project_id): resp.data = self.document_utf8 resp.content_type\",\n \"{ 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': {\",\n \"License for the specific language governing permissions and limitations under\",\n \"}, }, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars': { 'flavor_name':\",\n \"# ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed',\",\n \"'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints':\",\n \"governing permissions and limitations under # the License. import json\",\n \"}, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name', },\",\n \"'resources': { # ----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues': {\",\n \"{}, }, }, }, } class Resource(object): def __init__(self, conf):\",\n \"'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': { 'allow': ['GET'], 'formats': {\",\n \"['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/post_messages': {\",\n \"Copyright (c) 2013 Rackspace, Inc. # # Licensed under the\",\n \"# Health # ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints': {\",\n \"'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' }, 'hints': { 'allow':\",\n \"['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/post_claim': {\",\n \"req, resp, project_id): resp.data = self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control\",\n \"], 'formats': { 'application/json': {} } } }, # -----------------------------------------------------------------\",\n \"ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self, req, resp, project_id):\",\n \"= document.encode('utf-8') def on_get(self, req, resp, project_id): resp.data = self.document_utf8\",\n \"}, }, } class Resource(object): def __init__(self, conf): if conf.admin_mode:\",\n \"'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', }, 'hints':\",\n \"the # License for the specific language governing permissions and\",\n \"'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id',\",\n \"['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'], }, },\",\n \"# # Unless required by applicable law or agreed to\",\n \"}, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"# the License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME =\",\n \"'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints': { 'allow':\",\n \"except in compliance with the License. You may obtain a\",\n \"}, 'hints': { 'allow': ['POST'], 'formats': { 'application/json': {}, },\",\n \"'hints': { 'allow': ['PUT', 'DELETE'], 'formats': { 'application/json': {}, },\",\n \"'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"'/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', }, 'hints': { 'allow': ['GET',\",\n \"Claims # ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name':\",\n \"conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8\",\n \"'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id',\",\n \"}, } class Resource(object): def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES)\",\n \"JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def\",\n \"'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker',\",\n \"Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed':\",\n \"Resource(object): def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME,\",\n \"'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit',\",\n \"language governing permissions and limitations under # the License. import\",\n \"}, }, }, # ----------------------------------------------------------------- # Messages # ----------------------------------------------------------------- 'rel/messages':\",\n \"{ 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id':\",\n \"}, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', },\",\n \"'rel/health': { 'href': '/v2/health', 'hints': { 'allow': ['GET'], 'formats': {\",\n \"'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': { 'allow': ['GET'],\",\n \"by applicable law or agreed to in writing, software #\",\n \"'formats': { 'application/json': {}, }, }, }, 'rel/queue_stats': { 'href-template':\",\n \"'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints':\",\n \"{ 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['GET'], 'formats': {\",\n \"'detailed': 'param/detailed', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':\",\n \"noqa 'href-vars': { 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' },\",\n \"{ 'application/json': {}, }, 'accept-post': ['application/json'], }, }, 'rel/messages_delete': {\",\n \"'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/delete_claim':\",\n \"# ----------------------------------------------------------------- 'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either\",\n \"(c) 2013 Rackspace, Inc. # # Licensed under the Apache\",\n \"'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow':\",\n \"['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] }, },\",\n \"{} } } }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa\",\n \"and limitations under # the License. import json # NOTE(kgriffs):\",\n \"['PATCH'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json'] }, },\",\n \"} } ADMIN_RESOURCES = { # ----------------------------------------------------------------- # Pools #\",\n \"# Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars': {\",\n \"Health # ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints': { 'allow':\",\n \"# ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints': { 'allow': ['GET'],\",\n \"'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': { 'allow':\",\n \"{ 'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['PUT', 'DELETE'], 'formats':\",\n \"'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['GET'], 'formats':\",\n \"}, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', },\",\n \"{ 'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Messages\",\n \"'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['PATCH'], 'formats': { 'application/json':\",\n \"= 'application/json-home' resp.cache_control = ['max-age=86400'] # status defaults to 200\",\n \"Unless required by applicable law or agreed to in writing,\",\n \"'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, #\",\n \"'param/queue_name', 'ids': 'param/ids', 'pop': 'param/pop' }, 'hints': { 'allow': [\",\n \"# ----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed',\",\n \"'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['DELETE'], 'formats': { 'application/json':\",\n \"{} } } }, # ----------------------------------------------------------------- # Claims # -----------------------------------------------------------------\",\n \"the License. You may obtain a copy # of the\",\n \"applicable law or agreed to in writing, software # distributed\",\n \"# use this file except in compliance with the License.\",\n \"} } }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars':\",\n \"} class Resource(object): def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document\",\n \"{ 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', },\",\n \"'param/detailed', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},\",\n \"'formats': { 'application/json': {}, }, 'accept-post': ['application/json'], }, }, 'rel/messages_delete':\",\n \"'rel/messages': { 'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker':\",\n \"'allow': ['GET'], 'formats': { 'application/json': {}, }, }, }, 'rel/post_messages':\",\n \"}, 'hints': { 'allow': [ 'DELETE' ], 'formats': { 'application/json':\",\n \"# NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources': { # -----------------------------------------------------------------\",\n \"OF ANY KIND, either express or implied. See the #\",\n \"'rel/claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id',\",\n \"----------------------------------------------------------------- 'rel/pools': { 'href-template': '/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit':\",\n \"{ 'queue_name': 'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints': {\",\n \"License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME = { 'resources':\",\n \"'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', },\",\n \"{ 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['GET'],\",\n \"}, }, # ----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health': {\",\n \"WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express\",\n \"in writing, software # distributed under the License is distributed\",\n \"['application/json'] }, }, 'rel/delete_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name':\",\n \"'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints': { 'allow': [ 'DELETE'\",\n \"'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':\",\n \"}, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name',\",\n \"'rel/messages_delete': { 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids',\",\n \"'/v2/health', 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {}, },\",\n \"'param/queue_name', 'limit': 'param/claim_limit', }, 'hints': { 'allow': ['POST'], 'formats': {\",\n \"class Resource(object): def __init__(self, conf): if conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document =\",\n \"}, }, }, # ----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health':\",\n \"2.0 (the \\\"License\\\"); you may not # use this file\",\n \"{}, }, }, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': {\",\n \"}, }, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name':\",\n \"# Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars': {\",\n \"{ 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json': {},\",\n \"{ 'application/json': {}, }, }, }, } class Resource(object): def\",\n \"{}, }, }, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': {\",\n \"'href-template': ('/v2/queues/{queue_name}/messages' '{?marker,limit,echo,include_claimed}'), 'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit':\",\n \"# Copyright (c) 2013 Rackspace, Inc. # # Licensed under\",\n \"'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['GET'], 'formats': {\",\n \"License, Version 2.0 (the \\\"License\\\"); you may not # use\",\n \"compliance with the License. You may obtain a copy #\",\n \"'formats': { 'application/json': {} } } }, # ----------------------------------------------------------------- #\",\n \"under # the License. import json # NOTE(kgriffs): http://tools.ietf.org/html/draft-nottingham-json-home-03 JSON_HOME\",\n \"either express or implied. See the # License for the\",\n \"{ 'href-template': '/v2/pools/{pool_name}', 'href-vars': { 'pool_name': 'param/pool_name', }, 'hints': {\",\n \"# License for the specific language governing permissions and limitations\",\n \"the specific language governing permissions and limitations under # the\",\n \"{ 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['PATCH'],\",\n \"project_id): resp.data = self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400']\",\n \"{ 'allow': ['GET'], 'formats': { 'application/json': {}, }, }, },\",\n \"'param/message_id', 'claim': 'param/claim_id' }, 'hints': { 'allow': [ 'DELETE' ],\",\n \"['DELETE'], 'formats': { 'application/json': {}, }, }, }, } }\",\n \"{ 'application/json': {}, }, 'accept-post': ['application/json'] }, }, 'rel/patch_claim': {\",\n \"{ 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name': 'param/queue_name', 'limit': 'param/claim_limit', },\",\n \"2013 Rackspace, Inc. # # Licensed under the Apache License,\",\n \"{ 'application/json': {}, }, }, }, 'rel/pool': { 'href-template': '/v2/pools/{pool_name}',\",\n \"{ 'application/json': {}, }, }, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages',\",\n \"'application/json': {}, }, }, }, } } ADMIN_RESOURCES = {\",\n \"'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': { 'allow': ['GET'],\",\n \"'DELETE' ], 'formats': { 'application/json': {} } } }, 'rel/message_delete':\",\n \"# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or\",\n \"{ # ----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools': { 'href-template':\",\n \"# WARRANTIES OR CONDITIONS OF ANY KIND, either express or\",\n \"'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats': { 'application/json':\",\n \"'param/pool_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'], 'formats': {\",\n \"{ 'application/json': {}, }, }, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}',\",\n \"'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints':\",\n \"the License is distributed on an \\\"AS IS\\\" BASIS, WITHOUT\",\n \"You may obtain a copy # of the License at\",\n \"'rel/patch_claim': { 'href-template': '/v2/queues/{queue_name}/claims/{claim_id}', 'href-vars': { 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id',\",\n \"= { # ----------------------------------------------------------------- # Pools # ----------------------------------------------------------------- 'rel/pools': {\",\n \"----------------------------------------------------------------- # Queues # ----------------------------------------------------------------- 'rel/queues': { 'href-template': '/v2/queues{?marker,limit,detailed}', 'href-vars':\",\n \"'application/json': {}, }, 'accept-post': ['application/json'], }, }, 'rel/messages_delete': { 'href-template':\",\n \"self.document_utf8 = document.encode('utf-8') def on_get(self, req, resp, project_id): resp.data =\",\n \"'/v2/flavors{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', },\",\n \"# ----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}',\",\n \"}, }, 'rel/queue_stats': { 'href-template': '/v2/queues/{queue_name}/stats', 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"'marker': 'param/marker', 'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'hints': { 'allow':\",\n \"'param/queue_name', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json': {},\",\n \"self.document_utf8 resp.content_type = 'application/json-home' resp.cache_control = ['max-age=86400'] # status defaults\",\n \"'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/flavor_limit', 'marker': 'param/marker', }, 'hints':\",\n \"'param/flavor_name', }, 'hints': { 'allow': ['GET', 'PUT', 'PATCH', 'DELETE'], 'formats':\",\n \"{ 'application/json': {} } } }, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}',\",\n \"'hints': { 'allow': ['DELETE'], 'formats': { 'application/json': {}, }, },\",\n \"['GET'], 'formats': { 'application/json': {}, }, }, }, } class\",\n \"'ids': 'param/ids', 'pop': 'param/pop' }, 'hints': { 'allow': [ 'DELETE'\",\n \"}, }, # ----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors': {\",\n \"----------------------------------------------------------------- # Flavors # ----------------------------------------------------------------- 'rel/flavors': { 'href-template': '/v2/flavors{?detailed,limit,marker}', 'href-vars':\",\n \"'param/pop' }, 'hints': { 'allow': [ 'DELETE' ], 'formats': {\",\n \"}, }, }, 'rel/post_claim': { 'href-template': '/v2/queues/{queue_name}/claims{?limit}', 'href-vars': { 'queue_name':\",\n \"'PATCH', 'DELETE'], 'formats': { 'application/json': {}, }, }, }, #\",\n \"----------------------------------------------------------------- # Health # ----------------------------------------------------------------- 'rel/health': { 'href': '/v2/health', 'hints':\",\n \"ANY KIND, either express or implied. See the # License\",\n \"'hints': { 'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post':\",\n \"# distributed under the License is distributed on an \\\"AS\",\n \"'application/json': {}, }, }, }, 'rel/post_messages': { 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars':\",\n \"# Unless required by applicable law or agreed to in\",\n \"{ 'queue_name': 'param/queue_name', 'claim_id': 'param/claim_id', }, 'hints': { 'allow': ['DELETE'],\",\n \"'href-vars': { 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo',\",\n \"is distributed on an \\\"AS IS\\\" BASIS, WITHOUT # WARRANTIES\",\n \"[ 'DELETE' ], 'formats': { 'application/json': {} } } },\",\n \"conf.admin_mode: JSON_HOME['resources'].update(ADMIN_RESOURCES) document = json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8')\",\n \"'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', }, 'hints': { 'allow': ['GET'],\",\n \"'formats': { 'application/json': {}, }, }, }, 'rel/post_messages': { 'href-template':\",\n \"{ 'queue_name': 'param/queue_name', 'marker': 'param/marker', 'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed':\",\n \"{ 'href-template': '/v2/queues/{queue_name}/messages{?ids,pop}', 'href-vars': { 'queue_name': 'param/queue_name', 'ids': 'param/ids', 'pop':\",\n \"{ 'allow': ['DELETE'], 'formats': { 'application/json': {}, }, }, },\",\n \"{}, }, }, }, # ----------------------------------------------------------------- # Health # -----------------------------------------------------------------\",\n \"'/v2/pools{?detailed,limit,marker}', 'href-vars': { 'detailed': 'param/detailed', 'limit': 'param/pool_limit', 'marker': 'param/marker', },\",\n \"}, }, 'rel/queue': { 'href-template': '/v2/queues/{queue_name}', 'href-vars': { 'queue_name': 'param/queue_name',\",\n \"'hints': { 'allow': ['PATCH'], 'formats': { 'application/json': {}, }, 'accept-post':\",\n \"'param/queue_name', 'message_id': 'param/message_id', 'claim': 'param/claim_id' }, 'hints': { 'allow': [\",\n \"{ 'allow': ['POST'], 'formats': { 'application/json': {}, }, 'accept-post': ['application/json']\",\n \"'queue_name': 'param/queue_name', }, 'hints': { 'allow': ['GET'], 'formats': { 'application/json':\",\n \"{ 'href': '/v2/health', 'hints': { 'allow': ['GET'], 'formats': { 'application/json':\",\n \"'application/json': {}, }, }, }, 'rel/flavor': { 'href-template': '/v2/flavors/{flavor_name}', 'href-vars':\",\n \"{ 'application/json': {}, }, }, }, # ----------------------------------------------------------------- # Flavors\",\n \"json.dumps(JSON_HOME, ensure_ascii=False, indent=4) self.document_utf8 = document.encode('utf-8') def on_get(self, req, resp,\",\n \"}, 'rel/message_delete': { 'href-template': '/v2/queues/{queue_name}/messages/{message_id}{?claim}', # noqa 'href-vars': { 'queue_name':\",\n \"(the \\\"License\\\"); you may not # use this file except\",\n \"or implied. See the # License for the specific language\",\n \"{ 'application/json': {}, }, }, }, } } ADMIN_RESOURCES =\"\n]","isConversational":false}}},{"rowIdx":1695,"cells":{"ngram":{"kind":"list like","value":["containing code that created the new file. May or may","bitwise concatenation of the major, minor and patch levels. Prerelease","triggered the signature hit.', }), ('sig', ('it:av:sig', {}), { 'ro':","('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The","('reg', ('it:dev:regval', {}), { 'doc': 'The registry key or value","= s_version.packVersion(major, minor, patch) subs = {'major': major, 'minor': minor,","'A log level integer that increases with severity.', }), ('data',","{ 'doc': 'URL where a specific version of the software","('desc', ('str', {}), { 'doc': 'A brief description of the","of the client during the URL retrieval..' }), ('client:port', ('inet:port',","mesg='No text left after stripping whitespace') subs = s_version.parseSemver(valu) if","('str', {}), { 'doc': 'A free-form description of the signature.',","serving a url.', }), ('url', ('inet:url', {}), { 'ro': True,","( ('host', ('it:host', {}), { 'doc': 'The host that executed","{}), { 'doc': 'The process that matched the YARA rule.'}),","POSIX account's default shell.\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}),","{ 'doc': 'The (optional) clear text password for this password","{'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK Technique ID.', 'ex':","the network.', }), ('net4', ('inet:net4', {}), { 'doc': 'The optional","the org or person who authored the software.', }), ('author:org',","description of the ATT&CK technique.', 'disp': {'hint': 'text'}, }), ('url',","'doc': 'A YARA rule match to a file.', }), ('it:app:yara:procmatch',","thread.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'An external process","signature name.', }), ('sig:soft', ('it:prod:soft', {}), { 'ro': True, 'doc':","containing the file.', }), ('path', ('file:path', {}), { 'doc': 'The","which the activity occurred.'}), ('time', ('time', {}), { 'doc': 'The","that requested the URL.', }), ('host', ('it:host', {}), { 'doc':","'doc': 'The exit code or return value for the thread.',","{ 'doc': 'Observed/variant names for this software.', }), ('desc', ('str',","('str', {'lower': True})))}), { 'doc': 'A signature name within the",": version : update : edition : language : sw_edition",": vendor : product : version : update : edition","match to a file.', }), ('it:app:yara:procmatch', ('guid', {}), { 'doc':","of a host creating or setting a registry key.', }),","on the host.', }), )), ('it:dev:str', {}, ( ('norm', ('str',","increases with severity.', }), ('data', ('data', {}), { 'doc': 'A","'The primary name for the ATT&CK group.', }), ('names', ('array',","}), )), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","originated.', }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 where","'The most recent version of the rule evaluated as a","{'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The given","True}), { 'ro': True, 'doc': 'The \"language\" field from the","permission string.'}), ('it:os:android:intent', ('str', {}), { 'doc': 'An android intent","caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The source","hash value.', }), ('hash:sha512', ('hash:sha512', {}), { 'doc': 'The SHA512","valu): if valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm","'ro': True, 'doc': 'The \"language\" field from the CPE 2.3","MD5 password hash value.', }), ('hash:sha1', ('hash:sha1', {}), { 'doc':","True, 'doc': 'The android intent which is broadcast by the","an unsuccessful logon attempt.', }), ('logoff:time', ('time', {}), { 'doc':","description of the host.', }), ('domain', ('it:domain', {}), { 'doc':","return valu, subs async def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1])","that read the registry.', }), ('host', ('it:host', {}), { 'doc':","}), )), ('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu = valu.strip() if not","executing on a host. May be an actual (e.g., endpoint)","{ 'doc': 'The IPv6 where the logon originated.', }), )),","'doc': 'A SHA256 hash of the memory map. Bytes may","port. Typically the same host referenced in :proc, if present.',","the YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most","deleted.', }), ('path', ('file:path', {}), { 'doc': 'The path where","{'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc':","host.', }), ('serial', ('str', {}), { 'doc': 'The serial number","{ 'doc': 'The URL that documents the ATT&CK mitigation.', }),","for the process. For example, rundll32.exe may be considered the","r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK Technique ID.', 'ex': 'T1548',","'doc': 'A mutex created by a process at runtime.', }),","first codeblock of the function.'}), ('rank', ('int', {}), { 'doc':","{}), { 'doc': 'A reference URL for information about the","present.', }), ('exe', ('file:bytes', {}), { 'doc': 'The specific file","of the ATT&CK technique.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',","}), ('it:cmd', ('str', {'strip': True}), { 'doc': 'A unique command-line","version string.', }), ('arch', ('it:dev:str', {}), { 'doc': 'Software architecture.',","\"any\" - = N/A ''' def __init__(self, modl, name, info,","'doc': 'The time the data from the registry was deleted.',","function rank score used to evaluate if it exhibits interesting","True, 'split': ','}), { 'doc': 'An array of techniques used","'doc': 'Host with the software.'}), ('softver', ('it:prod:softver', {}), {'ro': True,","host running the process that created the new file. Typically","of URLs that document the ATT&CK software.', }), ('techniques', ('array',","array of ATT&CK tactics that include this technique.', }), )),","to bind().' }), ('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6","{}), { 'doc': 'The parent ATT&CK technique on this sub-technique.',","('rank', ('int', {}), { 'doc': 'The function rank score used","'it:reveng:function'))}), { 'doc': 'An instance of a function in an","that caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The","('it:exec:reg:set', ('guid', {}), { 'doc': 'An instance of a host","host running the process that wrote to the file. Typically","caused the hit.'}), ('time', ('time', {}), { 'doc': 'The time","('it:adid', ('str', {'lower': True, 'strip': True}), { 'doc': 'An advertising","}), ('time', ('time', {}), { 'doc': 'The time the registry","the value of the registry key, if the value is","{ 'doc': 'The process ID.', }), ('time', ('time', {}), {","the thread was created.', }), ('exited', ('time', {}), { 'doc':","{}), { 'doc': 'The place where the host resides.', }),","Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), {","{ 'doc': 'The IPv4 where the logon originated.', }), ('client:ipv6',","process.', }), ('it:exec:loadlib', ('guid', {}), { 'doc': 'A library load","process executing code that wrote to / modified the existing","{}), { 'doc': 'A YARA rule unique identifier.', }), ('it:app:yara:match',","software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True,","}), ('posix:home', ('file:path', {}), { 'doc': \"The path to the","'The place where the host resides.', }), ('loc', ('loc', {}),","of the YARA rule.'}), ('author', ('ps:contact', {}), { 'doc': 'Contact","'The start time for the process.', }), ('exited', ('time', {}),","in subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma: no","('exe', ('file:bytes', {}), { 'doc': 'The specific file containing code","instance of a host creating or setting a registry key.',","time the memory map was deleted.', }), ('path', ('file:path', {}),","match.'}), )), ('it:app:yara:rule', {}, ( ('text', ('str', {}), { 'doc':","library.'}), ('lib', ('it:prod:softver', {}), {'ro': True, 'doc': 'The library software","{ 'doc': 'The host containing the file.', }), ('path', ('file:path',","('guid', {}), { 'doc': 'An instance of a host binding","to a filesystem.', }), ('it:exec:file:del', ('guid', {}), { 'doc': 'An","{}), { 'doc': 'The specific file containing code that wrote","the value is a string.', }), ('int', ('it:dev:int', {}), {","}), ('posix:gid', ('int', {}), { 'doc': 'The primary group ID","True}), { 'doc': 'An advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex':","thread.', }), ('src:thread', ('it:exec:thread', {}), { 'doc': 'The thread which","subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force","the ATT&CK group.', }), ('tag', ('syn:tag', {}), { 'doc': 'The","True}), { 'doc': 'A description of the ATT&CK technique.', 'disp':","parts.append(part) return parts def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg","Overflow)', }), ('desc', ('str', {}), { 'doc': 'The CWE description","technique.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag","('it:app:snort:hit', ('guid', {}), { 'doc': 'An instance of a snort","('it:prod:softver', {}), {'ro': True, 'doc': 'Software on the host.'}) )),","host running the process that read the file. Typically the","android advertising identification string.'}), ('it:os:android:perm', ('str', {}), { 'doc': 'An","}), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK","'' continue part += c except StopIteration: parts.append(part) return parts","raise except Exception: logger.exception('Failed to brute force version string [%s]',","to a synapse ou:org.', }), ('name', ('ou:name', {}), { 'doc':","'A Mitre ATT&CK element status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str',","}), ('it:fs:file', ('guid', {}), { 'doc': 'A file on a","('file', ('file:bytes', {}), { 'doc': 'The file on the host.',","is mapped with execute permissions.', }), ('created', ('time', {}), {","('posix:gid', ('int', {}), { 'doc': 'The primary group ID of","an individual logon/logoff event.' }), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'),","the signature.', }) )), ('it:av:filehit', {}, ( ('file', ('file:bytes', {}),",")), ('it:hostsoft', {}, ( ('host', ('it:host', {}), {'ro': True, 'doc':","or return value for the thread.', }), ('src:proc', ('it:exec:proc', {}),","file.'}), )), ('it:hostsoft', {}, ( ('host', ('it:host', {}), {'ro': True,","address of the flow that caused the hit.'}), ('src:ipv6', ('inet:ipv6',","{}), { 'doc': 'The destination IPv4 address of the flow","the snort rule.'}), ('src', ('inet:addr', {}), { 'doc': 'The source","mapped with execute permissions.', }), ('created', ('time', {}), { 'doc':","{ 'doc': 'The sensor host node that produced the hit.'}),","the software.', 'disp': {'hint': 'text'}, }), ('desc:short', ('str', {'lower': True}),","'disp': {'hint': 'text'}, }), ('pid', ('int', {}), { 'doc': 'The","if the mmap is mapped with read permissions.', }), ('perms:write',","}), ('it:exec:thread', ('guid', {}), { 'doc': 'A thread executing in","app software which listens for the android intent.'}), ('intent', ('it:os:android:intent',","'doc': 'The process ID.', }), ('time', ('time', {}), { 'doc':","()), ), } name = 'it' return ((name, modl), )","('cves', ('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted': True}), { 'doc':","array of ATT&CK technique IDs used by the group.', }),","pair.', }), ('it:prod:soft', ('guid', {}), { 'doc': 'A arbitrary, unversioned","'doc': 'The name of the function.'}), ('description', ('str', {}), {","{}), { 'doc': 'The name of the function.'}), ('description', ('str',","('intent', ('it:os:android:intent', {}), {'ro': True, 'doc': 'The android intent which","('host', ('it:host', {}), { 'doc': 'The host that executed the","time the data from the registry was deleted.', }), ('reg',","'The file on the host.', }), ('ctime', ('time', {}), {","'doc': 'The optional contiguous IPv4 address range of this network.',","was read.', }), ('path', ('file:path', {}), { 'doc': 'The path","{ 'doc': 'The name of the snort rule.'}), ('version', ('it:semver',","}), ('exited', ('time', {}), { 'doc': 'The time the process","'A short description of the software.', }), ('cpe', ('it:sec:cpe', {}),","not be the same :exe referenced in :proc, if present.',","('name', ('str', {}), { 'doc': 'The name of the snort","'doc': 'A description of the software.', 'disp': {'hint': 'text'}, }),","{}), { 'doc': 'If deprecated, this field may contain the","{'strip': True}), { 'doc': 'A unique command-line string.', 'ex': 'foo.exe","True}), { 'doc': 'An array of URLs that document the","'doc': 'The base memory address where the map was created","('url', ('inet:url', {}), { 'doc': 'The URL that was requested.',","the named pipe. Typically the same host referenced in :proc,","'doc': 'The name of a host or system.', }), ('it:host',","{ 'doc': 'A arbitrary, unversioned software product.', }), ('it:adid', ('str',","('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}), { 'doc': 'A Microsoft Windows Security","this group.', }), ('posix:gid', ('int', {}), { 'doc': 'The primary","the logon originated.', }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The","node that produced the hit.'}), ('version', ('it:semver', {}), { 'doc':","13: mesg = f'CPE 2.3 string has {len(parts)} parts, expected","'The main process executing code that deleted the file.', }),","{ 'doc': 'A free-form description of the CVE vulnerability.', 'disp':","}), ('time', ('time', {}), { 'doc': 'The time the data","{ 'doc': 'The user name of the process owner.', }),","{}), { 'doc': 'The inet:addr of the server when binding","('time', ('time', {}), { 'doc': 'The time the named pipe","integer value representing the semver is the bitwise concatenation of","build information will be parsed out and available as strings","node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop = node.ndef[1] await","properly or bruteforce parts try: valu, subs = self.bruteVersionStr(prop) await","of the account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}), {","'it:sec:cve', 'uniq': True, 'sorted': True}), { 'doc': 'A list of","'doc': 'The virtual address of the first codeblock of the","by the group.', }), )), ('it:mitre:attack:tactic', {}, ( ('name', ('str',","the file was created.', }), ('path:dir', ('file:path', {}), { 'ro':","{}), { 'doc': 'The value of the registry key, if","string.'}), ('it:os:android:perm', ('str', {}), { 'doc': 'An android permission string.'}),","if not prop: return await node.set('vers:norm', prop) # Make it:dev:str","def _onPropSoftverSoft(self, node, oldv): # Check to see if name","the software at a particular version.', }), ('names', ('array', {'type':","'A named pipe created by a process at runtime.', }),","'The (optional) clear text password for this password hash.', }),","to annotate nodes included in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100',","'The last known location for the host.' }), ('place', ('geo:place',","{ 'ro': True, 'doc': 'The guid matching the function.'}), ('string',","the ATT&CK software.', }), ('tag', ('syn:tag', {}), { 'doc': 'The","{ 'doc': 'The snort rule that matched the file.'}), ('flow',","the logon occured.', }), ('success', ('bool', {}), { 'doc': 'Set","registry.', }), ('host', ('it:host', {}), { 'doc': 'The host running","'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A file that triggered an","is broadcast by the app.'}), )), ('it:prod:softver', {}, ( ('software',","process that created the mutex. Typically the same host referenced","of the process.', }), ('src:exe', ('file:path', {}), { 'doc': 'The","string is expected to start with \"cpe:2.3:\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg)","'Buffer Copy without Checking Size of Input (Classic Buffer Overflow)',","{}), { 'doc': 'The file considered the \"main\" executable for","{}, ( ('user', ('inet:user', {}), { 'doc': 'The username associated","contains the signature.', }), )), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc',","including any command line parameters.', 'disp': {'hint': 'text'}, }), ('pid',","('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The file","of the ATT&CK group.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',","rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str', {}), {","host reading a file from a filesystem.', }), ('it:exec:file:write', ('guid',","of the YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The","= { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic","'ex': 'S0154', }), ('it:dev:str', ('str', {}), { 'doc': 'A developer-selected","shell.\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The","the named pipe.', }), ('host', ('it:host', {}), { 'doc': 'The","'The \"product\" field from the CPE 2.3 string.'}), ('version', ('str',","file. Typically the same host referenced in :proc, if present.',","evaluate if it exhibits interesting behavior.'}), ('complexity', ('int', {}), {","'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A","same host referenced in :proc, if present.', }), ('exe', ('file:bytes',","{}), { 'doc': 'System normalized semantic version number.', }), ('semver:major',","IPv4 address of the flow that caused the hit.'}), ('dst:port',","()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()),","evaluation engines.'}), )), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}), {","'it:group'}), { 'doc': 'Groups that are a member of this","= await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name = nodes[0].get('name') if","host where the account is registered.', }), ('domain', ('it:domain', {}),","parse strings using the it:semver normalization before attempting to extract","'The Microsoft Windows Security Identifier of the group.', }), )),","the software.', }), ('author:acct', ('inet:web:acct', {}), { 'deprecated': True, 'doc':","}), ('exitcode', ('int', {}), { 'doc': 'The exit code or","('time', ('time', {}), { 'doc': 'The time the file was","{'type': 'inet:url', 'uniq': True}), { 'doc': 'An array of URLs","'The snort rule that matched the file.'}), ('flow', ('inet:flow', {}),",": target_sw : target_hw : other * = \"any\" -","string.'}), ('edition', ('str', {'lower': True, 'strip': True}), { 'ro': True,","URL. May or may not be the same :exe specified","'doc': 'The contact information of the org or person who","CWE to a full description.', }), ('parents', ('array', {'type': 'it:sec:cwe',","of the client during the URL retrieval.' }), ('client:ipv4', ('inet:ipv4',","{ 'doc': 'The process which killed this process.', }), )),","contact information associated with this account.', }), ('host', ('it:host', {}),","'ou:name', 'uniq': True, 'sorted': True}), { 'doc': 'An array of","registry key, if the value is an integer.', }), ('bytes',","('array', {'type': 'it:dev:str', 'uniq': True}), { 'doc': 'An array of","('host', ('it:host', {}), { 'doc': 'The host that the account","path if the mmap is a mapped view of a","subs} def repr(self, valu): major, minor, patch = s_version.unpackVersion(valu) valu","member of.', }), )), ('it:group', {}, ( ('name', ('str', {'lower':","into a integer value Major, minor and patch levels are","('groups', ('array', {'type': 'it:group'}), { 'doc': 'An array of groups","names for the ATT&CK software.', }), ('desc', ('str', {'strip': True}),","{}, ( ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The","that was created.', }), )), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc',","{}), { 'doc': 'The time the mutex was created.', }),","size of the memory map in bytes.', }), ('perms:read', ('bool',","('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 address specified to","'A function from an imported library.', }), ), 'interfaces': (","to True if the software is a library.'}), )), ('it:adid',","node.get('software') if prop: opts = {'vars': {'soft': prop}} nodes =","{ 'doc': 'The name of the group.', }), ('desc', ('str',","{ 'doc': 'The mutex string.', }), )), ('it:exec:pipe', {}, (","{ 'doc': 'Version major number.', }), ('semver:minor', ('int', {}), {","('inet:ipv4', {}), { 'doc': 'The IPv4 of the client during","}), ('time', ('time', {}), { 'doc': 'The time that the","the process.', }), ('loaded', ('time', {}), { 'doc': 'The time","{}), { 'doc': 'The IPv4 where the logon originated.', }),","{}), { 'doc': 'The client port during the URL retrieval..'","r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Mitigation ID.', 'ex': 'M1036',","represents a host or system.' }), ('it:log:event', ('guid', {}), {","code that read the registry. May or may not be","software version.'}), )), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}), {'ro':","('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The file that","'doc': 'The host where the group is registered.', }), ('domain',","('it:dev:regval', {}), { 'doc': 'The registry key or value that","{ 'ro': True, 'doc': 'The \"part\" field from the CPE","or system.', }), ('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), {","( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The software version","'The name of the YARA rule.'}), ('author', ('ps:contact', {}), {","file containing code that wrote to the file. May or","}), )), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","that documents the ATT&CK technique.', }), ('tag', ('syn:tag', {}), {","'doc': 'The GECOS field for the POSIX account.', }), ('posix:home',","a filesystem.', }), ('it:exec:file:del', ('guid', {}), { 'doc': 'An instance","2.3 string.'}), ('vendor', ('ou:name', {}), { 'ro': True, 'doc': 'The","'The value of the registry key, if the value is","'ro': True, 'doc': 'The parent directory of the file path","to the registry. May or may not be the same","contiguous IPv6 address range of this network.', }), )), ('it:account',","parts.append(part) part = '' continue part += c except StopIteration:","( ('host', ('it:host', {}), {'ro': True, 'doc': 'Host with the","in an executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string',","'doc': 'An instance of a snort rule hit.', }), ('it:reveng:function',","'text'}, }), ('url', ('inet:url', {}), { 'doc': 'The URL that","{ 'doc': 'The current version of the rule.'}), )), ('it:app:snort:hit',","'doc': 'The inet:flow that matched the snort rule.'}), ('src', ('inet:addr',","'The MD5 password hash value.', }), ('hash:sha1', ('hash:sha1', {}), {","for when this version of the software was released.', }),","string representing a named pipe.', }), ('it:dev:mutex', ('str', {}), {","password hash.', }), )), ('it:cmd', {}, ()), ('it:exec:proc', {}, (","running the process that requested the URL. Typically the same","{}), {'ro': True, 'doc': 'Host with the software.'}), ('softver', ('it:prod:softver',","specific file containing code that created the named pipe. May","('proc', ('it:exec:proc', {}), { 'doc': 'The process that matched the","'The final component of the file path (parsed from :path).',","vulnerability.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':","array of ATT&CK software IDs used by the group.', }),","brief description of the network.', }), ('org', ('ou:org', {}), {","'strip': True}), { 'doc': 'The name of the software at","{ 'ro': True, 'doc': 'The file extension of the file","this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url',","to / modified the existing file.', }), ('host', ('it:host', {}),","'strip': True}), { 'ro': True, 'doc': 'The \"other\" field from","{ 'doc': 'An array of ATT&CK technique IDs used by",":path).', }), ('file', ('file:bytes', {}), { 'doc': 'The file that","subs} class SemVer(s_types.Int): ''' Provides support for parsing a semantic","present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def","{ 'doc': 'True if the mmap is mapped with execute","'Organization which authored the software.', }), ('author:acct', ('inet:web:acct', {}), {","{ 'doc': 'The GECOS field for the POSIX account.', }),","this version instance.', }), ('vers:norm', ('str', {'lower': True}), { 'doc':","def bruteVersionStr(self, valu): ''' Brute force the version out of","{'type': 'it:group'}), { 'doc': 'Groups that are a member of","ATT&CK technique on this sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic',",")), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","('time', {}), { 'doc': 'The file access time.', }), ('user',","attempts to parse strings using the it:semver normalization before attempting","the account', }), ('contact', ('ps:contact', {}), { 'doc': 'Additional contact","'If deprecated, this field may contain the current value for","that bound the listening port. Typically the same host referenced","int, dict: The system normalized version integer and a subs","valu, subs except s_exc.BadTypeValu: # Try doing version part extraction","this thread.', }), )), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}),","{}), { 'doc': 'A GUID that represents an individual logon/logoff","'doc': 'The inet:addr of the server when binding the port.'","{}), { 'doc': 'The name of the YARA rule.'}), ('author',","'The NIST CPE 2.3 string specifying this software.', }), ('author',","subs = info.get('subs') return valu, subs except s_exc.BadTypeValu: # Try","see if name is available and set it if possible","the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The destination IPv4","file that triggered the signature hit.', }), ('sig', ('it:av:sig', {}),","in a process.', }), ('it:cmd', ('str', {'strip': True}), { 'doc':","StopIteration: parts.append(part) return parts def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'):","True, 'split': ','}), { 'doc': 'An array of ATT&CK software","}), )), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","{ 'doc': 'A SHA256 hash of the memory map. Bytes","(e.g., endpoint) or virtual (e.g., malware sandbox) host.', }), ('it:exec:thread',","the process that created the new file. Typically the same","{}, ( ('name', ('str', {'lower': True, 'strip': True, 'onespace': True}),","('file:bytes', {}), { 'doc': 'The library file that was loaded.',","the ATT&CK technique.', }), ('tag', ('syn:tag', {}), { 'doc': 'The","of the flow that caused the hit.'}), ('src:port', ('inet:port', {}),",")), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","flow that caused the hit.'}), ('dst:port', ('inet:port', {}), { 'doc':","{'lower': True}), { 'doc': 'Lower case normalized version of the","that the account logged in to.', }), ('account', ('it:account', {}),","the operating system.'}), ('os', ('it:prod:softver', {}), {'ro': True, 'doc': 'The","name=self.name, mesg='Cannot norm a integer larger than 1152921504606846975 as a","are represented as integers, with a max width of 20","\"target_hw\" field from the CPE 2.3 string.'}), ('other', ('str', {'lower':","\"main\" executable for DLLs loaded by that program.', }), ('cmd',","'doc': 'A GUID that represents a host or system.' }),","'The path for the file.', }), ('path:dir', ('file:path', {}), {","'doc': 'An instance of a host creating or setting a","where the logon originated.', }), ('client:ipv4', ('inet:ipv4', {}), { 'doc':","'doc': 'The host running the process that requested the URL.","manufacturer of the host.', }), ('model', ('str', {}), { 'doc':","the URL. May or may not be the same :exe","where the file was read.', }), ('path:dir', ('file:path', {}), {","'The default installation path of the file.'}), )), ('it:hostsoft', {},","which requests the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True, 'doc':","'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST CPE 2.3 Formatted String',","run on the operating system.'}), ('os', ('it:prod:softver', {}), {'ro': True,","('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval',","antivirus signature.', }), ('it:av:prochit', ('guid', {}), { 'doc': 'An instance","on a host. May be an actual (e.g., endpoint) or","('file:path', {}), { 'doc': 'The path to the executable of","{}), { 'doc': 'The host where the logon originated.', }),","'The app software which broadcasts the android intent.'}), ('intent', ('it:os:android:intent',","logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section","('guid', {}), { 'doc': 'An instance of a host adding","( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software which","given software requests the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': (","that logged in.', }), ('creds', ('auth:creds', {}), { 'doc': 'The","from the registry.', }), ('host', ('it:host', {}), { 'doc': 'The","function references.'}), )), ('it:reveng:impfunc', {}, ()), ), } name =","hit.', }), ('sig', ('it:av:sig', {}), { 'ro': True, 'doc': 'The","host running the process that created the named pipe. Typically","{ 'doc': 'A thread executing in a process.', }), ('it:exec:loadlib',","the bitwise concatenation of the major, minor and patch levels.","the ATT&CK group.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),","wrote to / modified the existing file.', }), ('host', ('it:host',","name.' }), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), {","def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3","free-form description of the host.', }), ('domain', ('it:domain', {}), {","representing an individual log event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid',","to indicate an unsuccessful logon attempt.', }), ('logoff:time', ('time', {}),","{'lower': True, 'strip': True}), { 'doc': 'An advertising identification string.'}),","{}), { 'doc': 'The host running the process that deleted","{ 'doc': 'A Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }),","intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}),","primary group ID of the account.', 'ex': '1001', }), ('windows:sid',","('int', ('it:dev:int', {}), { 'doc': 'The value of the registry","{ 'doc': 'A brief description of the domain.', }), ('org',","the author of the YARA rule.'}), ('version', ('it:semver', {}), {","'A file on a host.' }), ('it:exec:file:add', ('guid', {}), {","the app.'}), )), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}), {'ro':","('inet:ipv4', {}), { 'doc': 'The IPv4 address specified to bind().'","value for the thread.', }), ('src:proc', ('it:exec:proc', {}), { 'doc':","host running the process that deleted the file. Typically the","()), ('it:host', {}, ( ('name', ('it:hostname', {}), { 'doc': 'The","( ('salt', ('hex', {}), { 'doc': 'The (optional) hex encoded","('salt', ('hex', {}), { 'doc': 'The (optional) hex encoded salt","'doc': 'A URL linking this CVE to a full description.',","{ 'doc': 'A description of the ATT&CK mitigation.', 'disp': {'hint':","{}), { 'doc': 'The geo-political location string for the node.',","function.'}), ('string', ('str', {}), { 'ro': True, 'doc': 'The string","'doc': 'A logical boundary of authentication and configuration such as","{}), { 'doc': 'A description of the software.', 'disp': {'hint':","'doc': 'Web account of the software author.', }), ('author:email', ('inet:email',","{ 'doc': 'The file modification time.', }), ('atime', ('time', {}),","key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run', }), ('it:dev:regval', ('guid', {}), { 'doc': 'A","if the value is a string.', }), ('int', ('it:dev:int', {}),","axon.', }), )), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}), {","the mutex. Typically the same host referenced in :proc, if","the ATT&CK software.', }), ('desc', ('str', {'strip': True}), { 'doc':","the hit.'}), ('dst', ('inet:addr', {}), { 'doc': 'The destination address","file that was created.', }), )), ('it:exec:file:del', {}, ( ('proc',","time the library was loaded.', }), ('unloaded', ('time', {}), {","s_module import synapse.lib.version as s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str):","'The source address of flow that caused the hit.'}), ('src:ipv4',","('name', ('str', {}), { 'doc': 'The CWE description field.', 'ex':","event.', }), )), ('it:domain', {}, ( ('name', ('str', {'lower': True,","network.', }), ('net6', ('inet:net6', {}), { 'doc': 'The optional contiguous","'Lower case normalized version of the it:dev:str.', }), )), ('it:sec:cve',","the memory map. Bytes may optionally be present in the","a library software version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'),","value of the registry key, if the value is a","'1001', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows","{'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An instance of","'doc': 'The URL that documents the ATT&CK group.', }), ('tag',","'The optional contiguous IPv6 address range of this network.', }),",")), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","CPE 2.3 string.'}), ('edition', ('str', {'lower': True, 'strip': True}), {","created the mutex.', }), ('host', ('it:host', {}), { 'doc': 'The","the host.', }), ('operator', ('ps:contact', {}), { 'doc': 'The operator","function inside an executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'),","{ 'doc': 'The exit code for the process.', }), ('user',","'The bound (listening) TCP port.' }), )), ('it:fs:file', {}, (","library was loaded.', }), ('unloaded', ('time', {}), { 'doc': 'The","instance of a process triggering an alert on a specific","('bytes', ('file:bytes', {}), { 'doc': 'The file representing the value","'Other function calls within the scope of the function.', }),","that represents a host or system.' }), ('it:log:event', ('guid', {}),","function.', }), )), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}), {","('perms:execute', ('bool', {}), { 'doc': 'True if the mmap is","}), ('it:av:prochit', ('guid', {}), { 'doc': 'An instance of a","('edition', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","minor, patch) subs = {'major': major, 'minor': minor, 'patch': patch}","}), ('file', ('file:bytes', {}), { 'doc': 'The file that was",")), ('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()),","s_exc import synapse.lib.types as s_types import synapse.lib.module as s_module import","('it:mitre:attack:technique', {}), { 'doc': 'If deprecated, this field may contain","name of the YARA rule.'}), ('author', ('ps:contact', {}), { 'doc':","process which killed this process.', }), )), ('it:exec:thread', {}, (","== '\\\\': c += next(genr) if c == ':': parts.append(part)",": edition : language : sw_edition : target_sw : target_hw","most recent version of the rule evaluated as a match.'}),","that bound the listening port. May or may not be","('description', ('str', {}), { 'doc': 'Notes concerning the function.'}), ('impcalls',","of the group.', }), )), ('it:logon', {}, ( ('time', ('time',","('duration', ('duration', {}), { 'doc': 'The duration of the logon","within the namespace of an antivirus engine name.' }), ('it:av:filehit',","host resides.', }), ('loc', ('loc', {}), { 'doc': 'The geo-political","app software which broadcasts the android intent.'}), ('intent', ('it:os:android:intent', {}),","'doc': 'An external process which created the thread.', }), ('src:thread',","{}), { 'doc': 'The NIST CPE 2.3 string specifying this","('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True,","read.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry key","(10, 'debug'), (20, 'info'), (30, 'notice'), (40, 'warning'), (50, 'err'),","2.3 string has {len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg)","a listening port.', }), ('it:fs:file', ('guid', {}), { 'doc': 'A","True, 'doc': 'The file distributed by the software.'}), ('path', ('file:path',","ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url',","created the process.' }), ('killedby', ('it:exec:proc', {}), { 'doc': 'The","{ 'doc': 'The virtual address of the first codeblock of","of the software.', 'disp': {'hint': 'text'}, }), ('desc:short', ('str', {'lower':","the ATT&CK tactic.', }), ('desc', ('str', {}), { 'doc': 'A","matched the file.'}), ('flow', ('inet:flow', {}), { 'doc': 'The inet:flow","'doc': 'The path that the library was loaded from.', }),","'An instance of a snort rule hit.', }), ('it:reveng:function', ('guid',","memory map was created.', }), ('deleted', ('time', {}), { 'doc':","'doc': 'An array of ATT&CK tactics that include this technique.',","('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The app software which","{ 'doc': 'The product model of the host.', }), ('serial',","CPE 2.3 string.'}), ('other', ('str', {'lower': True, 'strip': True}), {","GUID that represents a logical network.' }), ('it:domain', ('guid', {}),","{ 'doc': 'An android permission string.'}), ('it:os:android:intent', ('str', {}), {","s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part': parts[2], 'vendor': parts[3], 'product':","'doc': 'The user name of the process owner.', }), ('path',","True}), { 'doc': 'A unique command-line string.', 'ex': 'foo.exe --dostuff","{ 'doc': 'A named pipe created by a process at","address for the host.' }), ('latlong', ('geo:latlong', {}), { 'doc':","{}), { 'doc': 'A free-form description of the signature.', 'disp':","string associated with this version instance.', }), ('vers:norm', ('str', {'lower':","owner of the file.', }), )), ('it:exec:file:add', {}, ( ('proc',","{ 'doc': 'An instance of a host getting a registry","}), ('url', ('inet:url', {}), { 'doc': 'A URL linking this","}), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split':","}), ('data', ('data', {}), { 'doc': 'A raw JSON record","'doc': 'The signature name.', }), ('sig:soft', ('it:prod:soft', {}), { 'ro':","{ 'doc': 'Observed/variant names for this software version.', }), ('cpe',","code that wrote to the file. May or may not","process which contains the thread.', }), ('created', ('time', {}), {","( ('norm', ('str', {'lower': True}), { 'doc': 'Lower case normalized","}), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 of the","'' parts = [] genr = iter(text) try: while True:","account is registered.', }), ('posix:uid', ('int', {}), { 'doc': 'The","('it:network', {}, ( ('name', ('str', {'lower': True, 'strip': True, 'onespace':","node, oldv): # Check to see if name is available","exit code or return value for the thread.', }), ('src:proc',","was deleted.', }), )), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}),","('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows Security Identifier","\"edition\" field from the CPE 2.3 string.'}), ('language', ('str', {'lower':","('contact', ('ps:contact', {}), { 'doc': 'Additional contact information associated with","{ 'doc': 'The IPv6 of the client during the URL","{ 'ro': True, 'doc': 'Host serving a url.', }), ('url',","{ 'doc': 'The source port of the flow that caused","in the process.', }), ('size', ('int', {}), { 'doc': 'The","read the registry. Typically the same host referenced in :proc,","'doc': 'A url hosted on or served by a host","( ('mesg', ('str', {}), { 'doc': 'The log messsage text.',","norm a integer larger than 1152921504606846975 as a semver.') major,","'uniq': True, 'sorted': True}), { 'doc': 'Observed/variant names for this","info.get('subs') return valu, subs except s_exc.BadTypeValu: # Try doing version","{ 'doc': 'An array of alternate names for the ATT&CK","an account on a host or network.' }), ('it:group', ('guid',","of the client during the URL retrieval..' }), ('client:ipv6', ('inet:ipv6',","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"other\"","or a virtual / notional host.', }), ('exe', ('file:bytes', {}),","Mitre ATT&CK Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex':","{}), { 'doc': 'The time the file was created.', }),","}), ('it:exec:reg:get', ('guid', {}), { 'doc': 'An instance of a","destination port of the flow that caused the hit.'}), ('time',","password hash value.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'The","('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The","('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The","{}, ( ('name', ('str', {}), { 'doc': 'The CWE description","group ID of the account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid',","the thread exited.', }), ('exitcode', ('int', {}), { 'doc': 'The","that document the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}), {","the map was created in the process.', }), ('size', ('int',","('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","('array', {'type': 'it:group'}), { 'doc': 'Groups that are a member","that caused the hit.'}), ('dst', ('inet:addr', {}), { 'doc': 'The","'doc': 'True if the mmap is mapped with execute permissions.',",")), ('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()),","}), ('path', ('file:path', {}), { 'doc': 'The path to the","{}), { 'doc': 'The path where the file was written","'Timestamp for when this version of the software was released.',","valu): ''' Brute force the version out of a string.","that the library was loaded from.', }), ('file', ('file:bytes', {}),","{'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}), { 'doc': 'A","text): part = '' parts = [] genr = iter(text)","the process that wrote to the file. Typically the same","}), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK","retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 of","address specified to bind().' }), ('server:ipv6', ('inet:ipv6', {}), { 'doc':","name of the software at a particular version.', }), ('names',","'doc': 'An array of groups that the account is a","version information for. Notes: This first attempts to parse strings","host that the account logged in to.', }), ('account', ('it:account',","is registered.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'Groups","None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force version parts","the process that bound the listening port. Typically the same","that document the ATT&CK mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique',","'doc': 'An array of URLs that document the CVE ID.',","('account', ('it:account', {}), { 'doc': 'The account that logged in.',","patch number.', }), ('semver:pre', ('str', {}), { 'doc': 'Semver prerelease","{}, { 'doc': 'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {},","malware sandbox) host.', }), ('it:exec:thread', ('guid', {}), { 'doc': 'A","a registry key.', }), ('it:app:yara:rule', ('guid', {}), { 'doc': 'A","{ 'doc': 'The bound (listening) TCP port.' }), )), ('it:fs:file',","imported library.', }), ), 'interfaces': ( ('it:host:activity', { 'props': (","description field.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {","located in a process.', }), ('it:cmd', ('str', {'strip': True}), {","'ro': True, 'doc': 'The \"product\" field from the CPE 2.3","{ 'doc': 'A description of the ATT&CK group.', 'disp': {'hint':","group.', }), ('desc', ('str', {}), { 'doc': 'A description of","of a snort rule hit.', }), ('it:reveng:function', ('guid', {}), {","nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name = nodes[0].get('name')","software.', }), ('isos', ('bool', {}), { 'doc': 'Set to True","created.', }), ('path', ('file:path', {}), { 'doc': 'The path where","'The base memory address where the map was created in","an integer to allow version ordering. Prerelease information is disregarded","string.', }), ('int', ('it:dev:int', {}), { 'doc': 'The value of","version into a integer value Major, minor and patch levels","('it:prod:softver', {}), {'ro': True, 'doc': 'The software which distributes the","alert on a specific antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}),","('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","the library was loaded from.', }), ('file', ('file:bytes', {}), {","Checking Size of Input (Classic Buffer Overflow)', }), ('desc', ('str',","'doc': 'The android permission requested by the app.'}), )), ('it:prod:softos',","the host.', }), ('serial', ('str', {}), { 'doc': 'The serial","process that bound the listening port. Typically the same host","{}), { 'doc': 'The process where the library was loaded.',","('status', ('it:mitre:attack:status', {}), { 'doc': 'The status of this ATT&CK",")), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}), { 'ro': True,","new file. Typically the same host referenced in :proc, if","{ 'ro': True, 'doc': 'The string that the function references.'}),","where the file was created.', }), ('path:dir', ('file:path', {}), {","if prop: await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node, oldv):","'it:prod:soft'), ('name', ('str', {'lower': True})))}), { 'doc': 'A signature name","is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string as","v) except asyncio.CancelledError: # pragma: no cover raise except Exception:","for the logon.', }), ('duration', ('duration', {}), { 'doc': 'The","{ 'doc': 'An array of ATT&CK technique IDs addressed by","released.', }), ('semver', ('it:semver', {}), { 'doc': 'System normalized semantic",": target_hw : other * = \"any\" - = N/A","a process.', }), ('it:app:snort:rule', ('guid', {}), { 'doc': 'A snort","6.2) cpe:2.3: part : vendor : product : version :","password hash value.', }), ('hash:sha512', ('hash:sha512', {}), { 'doc': 'The","network.' }), ('it:domain', ('guid', {}), { 'doc': 'A logical boundary","('int', {}), { 'doc': 'The process ID.', }), ('time', ('time',","{'ro': True, 'doc': 'The android intent which is broadcast by","bar', }), ('it:exec:mutex', ('guid', {}), { 'doc': 'A mutex created","('inet:url', {}), { 'doc': 'A reference URL for information about","'An android advertising identification string.'}), ('it:os:android:perm', ('str', {}), { 'doc':","host where the logon originated.', }), ('client:ipv4', ('inet:ipv4', {}), {","{}), { 'doc': 'Semver prerelease string.', }), ('semver:build', ('str', {}),","after stripping whitespace') subs = s_version.parseSemver(valu) if subs is None:","'disp': {'hint': 'text'}, }), ('desc:short', ('str', {'lower': True}), { 'doc':","'The GECOS field for the POSIX account.', }), ('posix:home', ('file:path',","('posix:uid', ('int', {}), { 'doc': 'The user ID of the","('author', ('ps:contact', {}), { 'doc': 'The contact information of the","{'major': major, 'minor': minor, 'patch': patch} return valu, {'subs': subs}","'doc': 'The serial number of the host.', }), ('operator', ('ps:contact',","'The host that executed the process. May be an actual","('str', {}), { 'doc': 'An android permission string.'}), ('it:os:android:intent', ('str',","'doc': 'The file modification time.', }), ('atime', ('time', {}), {","normalization before attempting to extract version parts out of the","Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3:","detected the signature.' }), )), ('it:auth:passwdhash', {}, ( ('salt', ('hex',","synapse.lib.version as s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE","{}), { 'doc': 'Version string associated with this version instance.',","a full description.', }), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True,","array of URLs that document the ATT&CK tactic.', }), )),","version string [%s]', prop) def getModelDefs(self): modl = { 'ctors':","()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc':","password for this password hash.', }), )), ('it:cmd', {}, ()),","or system.' }), ('it:log:event', ('guid', {}), { 'doc': 'A GUID","a function in an executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function',","{}), { 'doc': 'An instance of a password hash.', }),","{ 'doc': 'The base memory address where the library was","{}), { 'doc': 'The destination port of the flow that","the flow that caused the hit.'}), ('dst:port', ('inet:port', {}), {","for. Notes: This first attempts to parse strings using the","the URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The","('it:host', {}), { 'doc': 'The host where the logon originated.',","{ 'doc': 'The host that executed the process. May be","minor, patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch) subs","mesg='Unable to parse string as a semver.') valu = s_version.packVersion(subs.get('major'),","{ 'doc': 'An iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}),","{ 'doc': 'Name of the software.', }), ('names', ('array', {'type':","'A free-form description of the host.', }), ('domain', ('it:domain', {}),","'sorted': True}), { 'doc': 'Associated names for the ATT&CK software.',","{ 'doc': 'The address of the client during the URL","registry key.', }), ('str', ('it:dev:str', {}), { 'doc': 'The value","by a process at runtime.', }), ('it:exec:url', ('guid', {}), {","'ro': True, 'doc': 'The signature name.', }), ('sig:soft', ('it:prod:soft', {}),","{}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey',","a host creating or setting a registry key.', }), ('it:exec:reg:del',","host on which the activity occurred.'}), ('time', ('time', {}), {","('str', {}), { 'doc': 'A string representing a named pipe.',","'doc': 'The primary name for the ATT&CK technique.', }), ('status',","node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node, oldv): #","{ 'doc': 'The file access time.', }), ('user', ('inet:user', {}),","a member of.', }), ('ipv4', ('inet:ipv4', {}), { 'doc': 'The","function in an executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'),","{ 'doc': 'An instance of a host reading a file","'doc': 'The time that the AV engine detected the signature.'","'doc': 'A library load event in a process.', }), ('it:exec:mmap',","'An array of ATT&CK technique IDs addressed by the mitigation.',","a filesystem.', }), ('it:exec:file:write', ('guid', {}), { 'doc': 'An instance","node.set('software:name', name) async def _onPropSoftverArch(self, node, oldv): # make it:dev:str","('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Software","{ 'doc': 'The specific file containing code that deleted the","s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer larger than 1152921504606846975 as","'The primary name for the ATT&CK software.', }), ('names', ('array',","binding a listening port.', }), ('it:fs:file', ('guid', {}), { 'doc':","technique IDs used by the group.', }), ('software', ('array', {'type':","the hit.'}), ('dst:port', ('inet:port', {}), { 'doc': 'The destination port","patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch) subs =","description of the software.', }), ('cpe', ('it:sec:cpe', {}), { 'doc':","True, 'doc': 'The android app which requests the permission.'}), ('perm',","('mesg', ('str', {}), { 'doc': 'The log messsage text.', }),","NIST CPE 2.3 string specifying this software version', }), ('cves',","ATT&CK element status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}),","{ 'doc': 'The host where the group is registered.', }),","{ 'doc': 'The main process executing code that deleted data","description of the ATT&CK tactic.', 'disp': {'hint': 'text'}, }), ('url',","hash value.', }), ('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The NTLM","this software.', }), ('desc', ('str', {}), { 'doc': 'A description","software.', }), ('author:acct', ('inet:web:acct', {}), { 'deprecated': True, 'doc': 'Web",": other * = \"any\" - = N/A ''' def","'it:os:android:intent'))}), { 'doc': 'The given software listens for an android","('ps:contact', {}), { 'doc': 'Contact info for the author of","named pipe was created.', }), ('name', ('it:dev:pipe', {}), { 'doc':","domain that the host is a member of.', }), ('ipv4',","the ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}), { 'doc': 'The","password hash.', }), ('it:exec:proc', ('guid', {}), { 'doc': 'A process","{ 'doc': 'The IPv4 of the client during the URL","'The file that was deleted.', }), )), ('it:exec:file:read', {}, (","deleted.', }), ('path', ('file:path', {}), { 'doc': 'The file path","that read the registry. Typically the same host referenced in","{ 'doc': 'An array of groups that the account is","external process which created the thread.', }), ('src:thread', ('it:exec:thread', {}),","caused the hit.'}), ('dst', ('inet:addr', {}), { 'doc': 'The destination","{}), { 'doc': 'The org that operates the given host.',","specific antivirus signature.', }), ('it:av:prochit', ('guid', {}), { 'doc': 'An","that wrote to the registry. May or may not be","permissions.', }), ('created', ('time', {}), { 'doc': 'The time the","process.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'The process which","mmap is mapped with read permissions.', }), ('perms:write', ('bool', {}),","node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma: no cover raise except","'Associated names for the ATT&CK software.', }), ('desc', ('str', {'strip':","('it:dev:pipe', {}), { 'doc': 'The named pipe string.', }), )),","'ro': True, 'doc': 'The \"edition\" field from the CPE 2.3","the ATT&CK software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True,","mitigation.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':","of the memory map in bytes.', }), ('perms:read', ('bool', {}),","For example, rundll32.exe may be considered the \"main\" executable for","( ('proc', ('it:exec:proc', {}), { 'doc': 'The main process executing","anti-virus product which contains the signature.', }), ('name', ('str', {'lower':","except StopIteration: parts.append(part) return parts def _normPyStr(self, valu): if not","'The path to the executable which started the process.', }),","'ro': True, 'doc': 'The \"target_sw\" field from the CPE 2.3","that caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The","}), ('deleted', ('time', {}), { 'doc': 'The time the memory","parts = [] genr = iter(text) try: while True: c","= '' parts = [] genr = iter(text) try: while","hit.'}), ('sensor', ('it:host', {}), { 'doc': 'The sensor host node","the process that deleted the file. Typically the same host","the group.', }), ('desc', ('str', {}), { 'doc': 'A brief","for the technique.', }), ('desc', ('str', {'strip': True}), { 'doc':","('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm',","the file.'}), ('flow', ('inet:flow', {}), { 'doc': 'The inet:flow that","the ATT&CK mitigation.', }), ('tag', ('syn:tag', {}), { 'doc': 'The","''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self,","tag used to annotate nodes included in this ATT&CK mitigation.',","for the file.', }), ('path:dir', ('file:path', {}), { 'ro': True,","group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True,","}), ('created', ('time', {}), { 'doc': 'The time the memory","from the CPE 2.3 string.'}), ('vendor', ('ou:name', {}), { 'ro':","'The app software which listens for the android intent.'}), ('intent',","ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),","main process executing code that created the mutex.', }), ('host',","('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 of the client","specified to bind().' }), ('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The","{}), { 'doc': 'The credentials that were used for the","{}), { 'doc': 'A brief description of the group.', }),","'An instance of a host deleting a file from a","{ 'doc': 'An instance of a host deleting a registry","thread.', }), )), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}), {","'A function inside an executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file',","('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}), { 'doc': 'A","string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An android advertising identification","{}), { 'doc': 'The org that operates the given domain.',","}), ('it:exec:file:del', ('guid', {}), { 'doc': 'An instance of a","{ 'ro': True, 'doc': 'The \"target_hw\" field from the CPE","{}), { 'doc': 'Timestamp for when this version of the","{}), { 'doc': 'A snort rule unique identifier.', }), ('it:app:snort:hit',","s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs': subs} def _normPyInt(self, valu):","('other', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","for the software.', }), ('isos', ('bool', {}), { 'doc': 'Set","{ 'doc': 'Version string associated with this version instance.', }),","('bool', {}), { 'doc': 'True if the mmap is mapped","'doc': 'The time the file was deleted.', }), ('path', ('file:path',","unversioned software product.', }), ('it:adid', ('str', {'lower': True, 'strip': True}),","{}), { 'doc': 'The YARA rule that matched the file.'}),","ATT&CK tactic.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {","time the thread was created.', }), ('exited', ('time', {}), {","the function.'}), ('string', ('str', {}), { 'ro': True, 'doc': 'The","mutex. May or may not be the same :exe specified","= next(genr) if c == '\\\\': c += next(genr) if","'The URL that documents the ATT&CK technique.', }), ('tag', ('syn:tag',","'The operator of the host.', }), ('org', ('ou:org', {}), {","{ 'doc': 'Additional contact information associated with this account.', }),","containing code that wrote to the file. May or may",")), ('it:account', {}, ( ('user', ('inet:user', {}), { 'doc': 'The","'The inet:flow that matched the snort rule.'}), ('src', ('inet:addr', {}),","who authored the software.', }), ('url', ('inet:url', {}), { 'doc':","{}), { 'doc': 'The complexity of the function.'}), ('funccalls', ('array',","('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip': True}), { 'doc': 'The","{}), { 'doc': 'The time the logon occured.', }), ('success',","owner of the file.', }), ('group', ('inet:user', {}), { 'doc':","GUID that represents an individual logon/logoff event.' }), ('it:hosturl', ('comp',","('guid', {}), { 'doc': 'An instance of a password hash.',","Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST","the CPE 2.3 string.'}), ('update', ('str', {'lower': True, 'strip': True}),","{ 'doc': 'The current version of the rule.'}), ('enabled', ('bool',","the function.', }), ('strings', ('array', {'type': 'it:dev:str', 'uniq': True}), {","{'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A software","{}), { 'doc': \"The path to the POSIX account's default","if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return",":exe referenced in :proc, if present.', }), ('time', ('time', {}),","True, 'doc': 'Organization which authored the software.', }), ('author:acct', ('inet:web:acct',","{}), { 'doc': \"The path to the POSIX account's home","file that was loaded.', }), )), ('it:exec:mmap', {}, ( ('proc',","{ 'doc': 'A GUID that represents an individual logon/logoff event.'","process.', }), ('it:exec:mmap', ('guid', {}), { 'doc': 'A memory mapped","('author:person', ('ps:person', {}), { 'deprecated': True, 'doc': 'Person who authored","node.snap.addNode('it:dev:str', prop) # form the semver properly or bruteforce parts","{ 'doc': 'A function from an imported library.', }), ),","('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}), { 'doc': 'Observed/variant","= info.get('subs') return valu, subs except s_exc.BadTypeValu: # Try doing","running the process that deleted data from the registry. Typically","'A thread executing in a process.', }), ('it:exec:loadlib', ('guid', {}),","key, if the value is a string.', }), ('int', ('it:dev:int',","annotate nodes included in this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }),","creation time.', }), ('mtime', ('time', {}), { 'doc': 'The file","{ 'doc': 'The value of the registry key, if the","{ 'doc': 'The name of the software at a particular","'doc': 'A named pipe created by a process at runtime.',","'doc': 'The time the named pipe was created.', }), ('name',","}), ('semver:patch', ('int', {}), { 'doc': 'Version patch number.', }),","}), ('it:network', ('guid', {}), { 'doc': 'A GUID that represents","('str', {}), { 'doc': 'The snort rule text.', 'disp': {'hint':","contains the function.'}), ('va', ('int', {}), { 'doc': 'The virtual","{ 'doc': 'The signature that the file triggered on.' }),","software version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}),","'strip': True}), { 'ro': True, 'doc': 'The \"sw_edition\" field from","signature name within the namespace of an antivirus engine name.'","{}), { 'doc': 'A free-form description of the CVE vulnerability.',","file containing code that requested the URL. May or may","group ID of the account.', 'ex': '1001', }), ('posix:gecos', ('int',","{ 'doc': 'An android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': (","('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST CPE 2.3 Formatted","setting a registry key.', }), ('it:exec:reg:del', ('guid', {}), { 'doc':","the app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}), {'ro':","('url', ('inet:url', {}), { 'doc': 'URL where a specific version","{}, ( ('time', ('time', {}), { 'doc': 'The time the","{}), { 'doc': 'An instance of a host binding a","password hash.', }), ('hash:md5', ('hash:md5', {}), { 'doc': 'The MD5","{ 'doc': 'The YARA rule that matched the file.'}), ('proc',","('posix:gecos', ('int', {}), { 'doc': 'The GECOS field for the","('file:bytes', {}), { 'doc': 'The file that was modified.', }),","this sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted':","permissions.', }), ('perms:write', ('bool', {}), { 'doc': 'True if the","created.', }), )), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}), {","process executing code that requested the URL.', }), ('host', ('it:host',","{}), { 'doc': 'The main process executing code that created","}), ('it:exec:reg:set', ('guid', {}), { 'doc': 'An instance of a","YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most recent","that deleted data from the registry. May or may not","valu, {'subs': subs} def _normPyInt(self, valu): if valu < 0:","('it:app:yara:rule', ('guid', {}), { 'doc': 'A YARA rule unique identifier.',",")), ('it:auth:passwdhash', {}, ( ('salt', ('hex', {}), { 'doc': 'The","exhibits interesting behavior.'}), ('complexity', ('int', {}), { 'doc': 'The complexity","}), ('severity', ('int', {'enums': loglevels}), { 'doc': 'A log level","}), ('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The parent ATT&CK technique","nodes[0].get('name') if name: await node.set('software:name', name) async def _onPropSoftverArch(self, node,","the activity.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The host process","where the logon originated.', }), ('client:ipv6', ('inet:ipv6', {}), { 'doc':","{}, ( ('name', ('str', {'strip': True}), { 'doc': 'The primary","'doc': 'Groups that are a member of this group.', }),","'doc': 'The base memory address where the library was loaded","of URLs that document the ATT&CK group.', }), ('techniques', ('array',","file creation time.', }), ('mtime', ('time', {}), { 'doc': 'The","the activity occurred.'}), ('time', ('time', {}), { 'doc': 'The time","(40, 'warning'), (50, 'err'), (60, 'crit'), (70, 'alert'), (80, 'emerg'),","SemVer(s_types.Int): ''' Provides support for parsing a semantic version string","the logon.', }), ('duration', ('duration', {}), { 'doc': 'The duration","in this ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array',","where the group is registered.', }), ('groups', ('array', {'type': 'it:group'}),","system.' }), ('it:log:event', ('guid', {}), { 'doc': 'A GUID representing","{}), { 'doc': 'An instance of a host adding a","array of URLs that document the CVE ID.', }), )),","or value that was written to.', }), )), ('it:exec:reg:del', {},","'doc': 'The optional contiguous IPv6 address range of this network.',","of the log event.', }), )), ('it:domain', {}, ( ('name',","{}), { 'doc': 'A string representing a mutex.', }), ('it:dev:int',","the group is registered.', }), ('domain', ('it:domain', {}), { 'doc':","'ro': True, 'doc': 'The \"vendor\" field from the CPE 2.3","'An array of strings referenced within the function.', }), )),","ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc':","def _normPyStr(self, valu): valu = valu.strip() if not valu: raise","specific file containing code that created the new file. May","{ 'doc': 'The CWE description field.', 'disp': {'hint': 'text'}, }),","the port.' }), ('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4","= {'vars': {'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if","instance of a YARA rule match to a process.', }),","be parsed out and available as strings if that information","{}), { 'doc': 'A URL linking this CWE to a","by that program.', }), ('cmd', ('it:cmd', {}), { 'doc': 'The","True}), { 'doc': 'A list of CVEs that apply to","parts out of the string. Returns: int, dict: The system","the file.', }), )), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}),","}), ('it:domain', ('guid', {}), { 'doc': 'A logical boundary of","('atime', ('time', {}), { 'doc': 'The file access time.', }),","True, 'sorted': True}), { 'doc': 'A list of CVEs that","executing code that read the registry.', }), ('host', ('it:host', {}),","library was unloaded.', }), ('path', ('file:path', {}), { 'doc': 'The","'The file that was created.', }), )), ('it:exec:file:del', {}, (","prop: return await node.set('vers:norm', prop) # Make it:dev:str from version","complexity of the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc':","version of the version string.', }), ('arch', ('it:dev:str', {}), {","of the file.', }), ('group', ('inet:user', {}), { 'doc': 'The","key or value that was deleted.', }), )), ('it:app:snort:rule', {},","list of CVEs that apply to this software version.', }),","('mtime', ('time', {}), { 'doc': 'The file modification time.', }),","type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST CPE","('ps:person', {}), { 'deprecated': True, 'doc': 'Person who authored the","!= 13: mesg = f'CPE 2.3 string has {len(parts)} parts,","'The main process executing code that bound the listening port.',","{'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc':","}), ('creds', ('auth:creds', {}), { 'doc': 'The credentials that were","('str', {'lower': True}), { 'doc': 'Lower case normalized version of","the CPE 2.3 string.'}), ('target_sw', ('str', {'lower': True, 'strip': True}),","registered.', }), ('posix:uid', ('int', {}), { 'doc': 'The user ID","'deprecated': True, 'doc': 'Email address of the sofware author.', }),","the software.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST","the account is a member of.', }), )), ('it:group', {},","NIST CPE 2.3 string specifying this software.', }), ('author', ('ps:contact',","'Version major number.', }), ('semver:minor', ('int', {}), { 'doc': 'Version","('it:host', {}), { 'doc': 'The host where the group is","client during the URL retrieval..' }), ('client:port', ('inet:port', {}), {","'doc': 'System normalized semantic version number.', }), ('semver:major', ('int', {}),","'The host running the process that read the registry. Typically","('host', ('it:host', {}), { 'doc': 'The host on which the","match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}), { 'doc':","host thread which caused the activity.'}), ('host', ('it:host', {}), {","killed this process.', }), )), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc',","{}), { 'doc': 'The main process executing code that bound","this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If","{ 'doc': 'A developer selected integer constant.', }), ('it:dev:regkey', ('str',","{'type': 'it:sec:cve', 'uniq': True, 'sorted': True}), { 'doc': 'A list","session ended.', }), ('host', ('it:host', {}), { 'doc': 'The host","that the YARA engine matched the process to the rule.'}),","key or value that was written to.', }), )), ('it:exec:reg:del',","'A GUID that represents a group on a host or","1}), { 'doc': 'A function from an imported library.', }),","used to annotate nodes included in this ATT&CK mitigation.', 'ex':","{}, ( ('name', ('str', {}), { 'doc': 'The name of","field from the CPE 2.3 string.'}), ('product', ('str', {'lower': True,","'doc': 'The mutex string.', }), )), ('it:exec:pipe', {}, ( ('proc',","{ 'doc': 'The path for the file.', }), ('path:dir', ('file:path',","True, 'doc': 'The signature name.' }), ('desc', ('str', {}), {","or value that was deleted.', }), )), ('it:app:snort:rule', {}, (","group is registered.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc':","('int', {'enums': loglevels}), { 'doc': 'A log level integer that","('os', ('it:prod:softver', {}), { 'doc': 'The operating system of the","{}), { 'doc': 'The name of the host or system.',","named pipe string.', }), )), ('it:exec:url', {}, ( ('proc', ('it:exec:proc',","were used for the logon.', }), ('duration', ('duration', {}), {","line parameters.', 'disp': {'hint': 'text'}, }), ('pid', ('int', {}), {","field from the CPE 2.3 string.'}), ('target_sw', ('str', {'lower': True,","of alternate names for the ATT&CK group.', }), ('desc', ('str',","URL that documents the ATT&CK group.', }), ('tag', ('syn:tag', {}),","{ 'doc': 'The main process executing code that deleted the","'other': parts[12], } return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int): '''","product which is present on a given host.', }), ('it:av:sig',","that include this technique.', }), )), ('it:mitre:attack:software', {}, ( ('software',","Windows registry key/value pair.', }), ('it:prod:soft', ('guid', {}), { 'doc':","left after stripping whitespace') subs = s_version.parseSemver(valu) if subs is","of the registry key, if the value is a string.',","operates the given domain.', }), )), ('it:network', {}, ( ('name',","'The specific file containing code that bound the listening port.","where the file was deleted.', }), ('path:dir', ('file:path', {}), {","that created the named pipe. Typically the same host referenced","('path:base', ('file:base', {}), { 'ro': True, 'doc': 'The final component","process executing code that created the new file.', }), ('host',","('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A","('islib', ('bool', {}), { 'doc': 'Set to True if the",")), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","ATT&CK technique.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {","key.', }), ('it:app:yara:rule', ('guid', {}), { 'doc': 'A YARA rule","{}), { 'doc': 'The signature that the file triggered on.'","value is binary data.', }), )), ('it:prod:soft', {}, ( ('name',","('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process","{ 'doc': 'A free-form description of the signature.', 'disp': {'hint':","SHA256 hash of the memory map. Bytes may optionally be","software product which is present on a given host.', }),","hash.', }), )), ('it:cmd', {}, ()), ('it:exec:proc', {}, ( ('host',","to the registry. Typically the same host referenced in :proc,","'debug'), (20, 'info'), (30, 'notice'), (40, 'warning'), (50, 'err'), (60,","the function.', }), )), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}),","pipe created by a process at runtime.', }), ('it:exec:url', ('guid',","True, 'doc': 'The guid matching the function.'}), ('file', ('file:bytes', {}),","produced the hit.'}), ('version', ('it:semver', {}), { 'doc': 'The version","get version information for. Notes: This first attempts to parse","the CPE 2.3 string.'}), ('target_hw', ('str', {'lower': True, 'strip': True}),","('bool', {}), { 'doc': 'Set to false to indicate an","'doc': 'The app software which listens for the android intent.'}),","except asyncio.CancelledError: # pragma: no cover raise except Exception: logger.exception('Failed","'doc': 'Used to map an ATT&CK group to a synapse","{}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {},","True, 'doc': 'The \"target_sw\" field from the CPE 2.3 string.'}),","YARA engine matched the process to the rule.'}), ('version', ('it:semver',","field.', 'ex': 'Buffer Copy without Checking Size of Input (Classic","where the memory was mapped.', }), ('va', ('int', {}), {","True, 'doc': 'The file that matched the YARA rule.'}), ('version',","{ 'doc': 'The host where the logon originated.', }), ('client:ipv4',","if the mmap is mapped with write permissions.', }), ('perms:execute',","/ modified the existing file.', }), ('host', ('it:host', {}), {","client during the URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), {","code that created the new file. May or may not","{ 'doc': 'Set to false to indicate an unsuccessful logon","{}), { 'doc': 'Additional contact information associated with this account.',","array of URLs that document the ATT&CK group.', }), ('techniques',","created.', }), ('deleted', ('time', {}), { 'doc': 'The time the","value of the registry key, if the value is binary","{}), { 'doc': 'The process which created the process.' }),","rule that matched the file.'}), ('flow', ('inet:flow', {}), { 'doc':","pipe was created.', }), ('name', ('it:dev:pipe', {}), { 'doc': 'The","{}), { 'doc': 'An instance of a YARA rule match","filesystem.', }), ('it:exec:file:write', ('guid', {}), { 'doc': 'An instance of","('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","'A NIST CPE 2.3 Formatted String', }), ), 'types': (","('passwd', ('inet:passwd', {}), { 'doc': 'The (optional) clear text password","to get version information for. Notes: This first attempts to","the process.', }), ('src:exe', ('file:path', {}), { 'doc': 'The path","{}), { 'doc': 'The owner of the file.', }), ('group',","integer constant.', }), ('it:dev:regkey', ('str', {}), { 'doc': 'A Windows","'The host containing the file.', }), ('path', ('file:path', {}), {","{}), { 'doc': 'The time the memory map was deleted.',","'The software which distributes the file.'}), ('file', ('file:bytes', {}), {'ro':","path (parsed from :path).', }), ('file', ('file:bytes', {}), { 'doc':",")), ('it:mitre:attack:mitigation', {}, ( # TODO map to an eventual","a host. May be an actual (e.g., endpoint) or virtual","= node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node, oldv):","present.'}), ('time', ('time', {}), { 'doc': 'The time the file","if valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a","('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip': True}), { 'doc': 'The","of a host binding a listening port.', }), ('it:fs:file', ('guid',","self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu = valu.strip() if","{ 'doc': 'The file that triggered the signature hit.', }),","was created.', }), )), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}),","''' try: valu, info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return","()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()),","alternate names for the ATT&CK group.', }), ('desc', ('str', {}),","that triggered the signature hit.', }), ('sig', ('it:av:sig', {}), {","the account logged in to.', }), ('account', ('it:account', {}), {","('released', ('time', {}), { 'doc': 'Timestamp for when this version","'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An array","('guid', {}), { 'doc': 'A GUID that represents a logical","'doc': 'A process executing on a host. May be an","{ 'ro': True, 'doc': 'The \"sw_edition\" field from the CPE","'The \"sw_edition\" field from the CPE 2.3 string.'}), ('target_sw', ('str',","string representing a mutex.', }), ('it:dev:int', ('int', {}), { 'doc':","--dostuff bar', }), ('it:exec:mutex', ('guid', {}), { 'doc': 'A mutex","( ('software', ('it:prod:soft', {}), { 'doc': 'Used to map an","), }), ), 'forms': ( ('it:hostname', {}, ()), ('it:host', {},","'doc': 'The process which contains the thread.', }), ('created', ('time',","('inet:url', {}), { 'doc': 'A URL linking this CVE to","('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The parent directory","from the CPE 2.3 string.'}), ('target_sw', ('str', {'lower': True, 'strip':",")), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","('sig', ('it:av:sig', {}), { 'ro': True, 'doc': 'The signature that","'The name of a host or system.', }), ('it:host', ('guid',","for integer comparison purposes, as we cannot map an arbitrary","{ 'doc': 'Other function calls within the scope of the","'deprecated': True, 'doc': 'Web account of the software author.', }),","('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The","{'strip': True, 'lower': True}), { 'doc': 'The name of a","time the URL was requested.', }), ('url', ('inet:url', {}), {","file containing code that deleted data from the registry. May","{}), { 'ro': True, 'doc': 'The file that triggered the","by the group.', }), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True,","normalizes a version string into an integer to allow version","('name', ('str', {}), { 'doc': 'The name of the function.'}),","of the file.'}), )), ('it:hostsoft', {}, ( ('host', ('it:host', {}),","during the URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), { 'doc':","( ('rule', ('it:app:yara:rule', {}), { 'doc': 'The YARA rule that","this technique.', }), )), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}),","signature hit.', }), ('sig', ('it:av:sig', {}), { 'doc': 'The signature","'doc': 'The current version of the rule.'}), ('enabled', ('bool', {}),","negative integer as a semver.') if valu > s_version.mask60: raise","support for parsing a semantic version string into its component","field from the CPE 2.3 string.'}), ('language', ('str', {'lower': True,","{}), { 'doc': 'The file representing the value of the","subs = { 'part': parts[2], 'vendor': parts[3], 'product': parts[4], 'version':","of the CVE vulnerability.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',","('file:bytes', {}), { 'doc': 'The file on the host.', }),","('file:bytes', {}), { 'doc': 'The specific file containing code that","return valu, {'subs': subs} def repr(self, valu): major, minor, patch","{ 'doc': 'The specific file containing code that requested the","host or network.' }), ('it:logon', ('guid', {}), { 'doc': 'A","the ATT&CK group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True,","a host deleting a registry key.', }), ('it:app:yara:rule', ('guid', {}),","'The \"other\" field from the CPE 2.3 string.'}), )), ('it:sec:cwe',","class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2)","string.'}), ('version', ('str', {'lower': True, 'strip': True}), { 'ro': True,","'1001', }), ('posix:gid', ('int', {}), { 'doc': 'The primary group","('file', ('file:bytes', {}), { 'doc': 'The file that was modified.',",")), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc':","{ 'doc': 'A Windows registry key/value pair.', }), ('it:prod:soft', ('guid',","is disregarded for integer comparison purposes, as we cannot map","the library.'}), ('lib', ('it:prod:softver', {}), {'ro': True, 'doc': 'The library","string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}), { 'doc': 'A Microsoft Windows","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"target_sw\"","'Software architecture.', }), ('released', ('time', {}), { 'doc': 'Timestamp for","apply to this software version.', }), ('vers', ('it:dev:str', {}), {","is listened for by the app.'}), )), ('it:os:android:ibroadcast', {}, (","{ 'doc': 'A software version contains a library software version.'}),","'doc': 'The signature name.' }), ('desc', ('str', {}), { 'doc':","valu = s_version.packVersion(major, minor, patch) subs = {'major': major, 'minor':","}), ('atime', ('time', {}), { 'doc': 'The file access time.',","that was modified.', }), )), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc',","'The user ID of the account.', 'ex': '1001', }), ('posix:gid',","to imported library functions within the scope of the function.',","https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part : vendor : product :","('hash:lm', {}), { 'doc': 'The LM password hash value.', }),","description of the domain.', }), ('org', ('ou:org', {}), { 'doc':","{ 'doc': 'Software architecture.', }), ('released', ('time', {}), { 'doc':","file that was deleted.', }), )), ('it:exec:file:read', {}, ( ('proc',","that represents a logical network.' }), ('it:domain', ('guid', {}), {","('user', ('inet:user', {}), { 'doc': 'The owner of the file.',","brief description of the group.', }), ('host', ('it:host', {}), {","'strip': True}), { 'doc': 'An advertising identification string.'}), ('it:os:windows:sid', ('str',","}), ('duration', ('duration', {}), { 'doc': 'The duration of the","{}), {'ro': True, 'doc': 'The android intent which is listened","('enabled', ('bool', {}), { 'doc': 'The rule enabled status to","file was read.', }), ('path', ('file:path', {}), { 'doc': 'The","'Set to false to indicate an unsuccessful logon attempt.', }),","IPv4 address of the flow that caused the hit.'}), ('src:ipv6',","{}), { 'doc': 'The synapse tag used to annotate nodes","'doc': 'The group owner of the file.', }), )), ('it:exec:file:add',","this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url',","port of the flow that caused the hit.'}), ('time', ('time',","'A URL linking this CWE to a full description.', }),","known ipv4 address for the host.' }), ('latlong', ('geo:latlong', {}),","inet:flow that matched the snort rule.'}), ('src', ('inet:addr', {}), {","by the software.'}), ('path', ('file:path', {}), { 'doc': 'The default","normed valu prop = node.get('vers') if not prop: return await","{}), { 'doc': 'The rule enabled status to be used","file was deleted.', }), ('path:dir', ('file:path', {}), { 'ro': True,","'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as designated by a","String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part : vendor : product","caused the hit.'}), ('sensor', ('it:host', {}), { 'doc': 'The sensor","= N/A ''' def __init__(self, modl, name, info, opts): opts['lower']","('it:prod:softver', {}), {'ro': True, 'doc': 'The library software version.'}), )),","that the file triggered on.' }), ('sig:name', ('str', {'lower': True}),","be compatible with the given os software version.'}), ('it:hostsoft', ('comp',","('file', ('file:bytes', {}), { 'doc': 'The file that was created.',","{ 'doc': 'A list of CVEs that apply to this","'doc': 'An instance of a YARA rule match to a","('software:name', ('str', {'lower': True, 'strip': True}), { 'doc': 'The name","the namespace of an antivirus engine name.' }), ('it:av:filehit', ('comp',","'The time the logon occured.', }), ('success', ('bool', {}), {","operates the given host.', }), )), ('it:log:event', {}, ( ('mesg',","('client', ('inet:client', {}), { 'doc': 'The address of the client","version string into its component parts. This normalizes a version","'lower': True}), { 'doc': 'The name of a host or","IPv4 address range of this network.', }), ('net6', ('inet:net6', {}),","value.', }), ('passwd', ('inet:passwd', {}), { 'doc': 'The (optional) clear","bound the listening port. Typically the same host referenced in","{}), { 'doc': 'The optional contiguous IPv4 address range of","user ID of the account.', 'ex': '1001', }), ('posix:gid', ('int',","port.' }), )), ('it:fs:file', {}, ( ('host', ('it:host', {}), {","file.', }), ('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An instance of","{}), { 'doc': 'An android advertising identification string.'}), ('it:os:android:perm', ('str',","executing code that created the new file.', }), ('host', ('it:host',","'The authentication domain where the group is registered.', }), ('groups',","'The parent directory of the file path (parsed from :path).',","'doc': 'An instance of a host reading a file from","was requested.', }), ('client', ('inet:client', {}), { 'doc': 'The address","'An instance of a host deleting a registry key.', }),","it:semver normalization before attempting to extract version parts out of","the given os software version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'),","function.', }), ('strings', ('array', {'type': 'it:dev:str', 'uniq': True}), { 'doc':","'patch': patch} return valu, {'subs': subs} def repr(self, valu): major,","{'lower': True}), { 'doc': 'Normalized version of the version string.',","}), ('int', ('it:dev:int', {}), { 'doc': 'The value of the","URL.', }), ('it:exec:bind', ('guid', {}), { 'doc': 'An instance of","account is registered.', }), ('domain', ('it:domain', {}), { 'doc': 'The","group on a host or network.' }), ('it:logon', ('guid', {}),","domain.' }), ('it:account', ('guid', {}), { 'doc': 'A GUID that","CVE vulnerability.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {","number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc':","\"version\" field from the CPE 2.3 string.'}), ('update', ('str', {'lower':","valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after stripping whitespace')","'Notes concerning the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc':","a file to a filesystem.', }), ('it:exec:file:del', ('guid', {}), {","{}), { 'deprecated': True, 'doc': 'Email address of the sofware","}), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK","of a host getting a registry key.', }), ('it:exec:reg:set', ('guid',","information of the org or person who authored the software.',","('name', ('it:dev:pipe', {}), { 'doc': 'The named pipe string.', }),","'sorted': True}), { 'doc': 'Observed/variant names for this software.', }),","actual or a virtual / notional host.', }), ('exe', ('file:bytes',","in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type':","('inet:url', {}), { 'doc': 'The URL that was requested.', }),","mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True,","'doc': 'The main process executing code that read the file.',","where the host resides.', }), ('loc', ('loc', {}), { 'doc':","}), ('it:logon', ('guid', {}), { 'doc': 'A GUID that represents","of the host.', }), ('domain', ('it:domain', {}), { 'doc': 'The","semver is the bitwise concatenation of the major, minor and","CWE Relationships.' }), )), ('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}),","'doc': 'The source IPv6 address of the flow that caused","= f'CPE 2.3 string has {len(parts)} parts, expected 13.' raise","architecture.', }), ('released', ('time', {}), { 'doc': 'Timestamp for when","parsing a semantic version string into its component parts. This","file triggered on.' }), ('sig:name', ('str', {'lower': True}), { 'ro':","('time', ('time', {}), { 'doc': 'The time that the activity","CVE to a full description.', }), ('references', ('array', {'type': 'inet:url',","{}), { 'ro': True, 'doc': 'The guid matching the function.'}),","represented as integers, with a max width of 20 bits.","( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A software version","pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node,","{ 'doc': 'The duration of the logon session.', }), ('client:host',","}), ('net6', ('inet:net6', {}), { 'doc': 'The optional contiguous IPv6","where the map was created in the process.', }), ('size',","{}), { 'doc': 'The current version of the rule.'}), ('enabled',","of a process triggering an alert on a specific antivirus","not prop: return await node.set('vers:norm', prop) # Make it:dev:str from","string') if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0))","'doc': 'The process where the library was loaded.', }), ('va',","('it:hostname', {}), { 'doc': 'The name of the host or","('array', {'type': 'inet:url', 'uniq': True}), { 'doc': 'An array of","2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part : vendor","# TODO map to an eventual risk:mitigation ('name', ('str', {'strip':","address of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The","instance of a snort rule hit.', }), ('it:reveng:function', ('guid', {}),","'doc': 'True if the mmap is mapped with read permissions.',","'doc': 'The main process executing code that deleted the file.',","'ro': True, 'doc': 'The file that triggered the signature hit.',","'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre","android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc': 'The android","{ 'doc': 'The process which contains the thread.', }), ('created',","IPv6 address specified to bind().' }), ('server:port', ('inet:port', {}), {","}), ('time', ('time', {}), { 'doc': 'The time the URL","document the ATT&CK mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq':","'doc': 'A description of the ATT&CK mitigation.', 'disp': {'hint': 'text'},","True, 'split': ','}), { 'doc': 'An array of ATT&CK tactics","'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A software version contains a","ATT&CK tactic.', }), ('desc', ('str', {}), { 'doc': 'A description","'it:av:sig'))}), { 'doc': 'A file that triggered an alert on","part = '' parts = [] genr = iter(text) try:","not be the same :exe specified in :proc, if present.',","True, 'sorted': True}), { 'doc': 'Observed/variant names for this software.',","except s_exc.BadTypeValu: # Try doing version part extraction by noming","first attempts to parse strings using the it:semver normalization before","account.', 'ex': '1001', }), ('posix:gecos', ('int', {}), { 'doc': 'The","{}), { 'doc': 'The host running the process that wrote","'doc': 'The thread which created this thread.', }), )), ('it:exec:loadlib',","than 1152921504606846975 as a semver.') major, minor, patch = s_version.unpackVersion(valu)","'The file that matched the YARA rule.'}), ('version', ('it:semver', {}),","clear text password for this password hash.', }), )), ('it:cmd',","}), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK","'The time the memory map was created.', }), ('deleted', ('time',","an arbitrary pre-release version into a integer value Major, minor","}), )), ('it:cmd', {}, ()), ('it:exec:proc', {}, ( ('host', ('it:host',","{ 'doc': 'The path to the executable which started the","{ 'doc': 'An array of ATT&CK software IDs used by","{ 'ro': True, 'doc': 'URL available on the host.', }),","{ 'ro': True, 'doc': 'The \"target_sw\" field from the CPE","{ 'doc': 'The optional contiguous IPv4 address range of this","{ 'doc': 'Normalized version of the version string.', }), ('arch',","('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}),","be considered the \"main\" executable for DLLs loaded by that","command-line string.', 'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid', {}),","function.'}), ('rank', ('int', {}), { 'doc': 'The function rank score","2.3 string.'}), ('update', ('str', {'lower': True, 'strip': True}), { 'ro':","subs.get('patch', 0)) return valu, subs async def _onFormItDevStr(self, node): await","the password hash.', }), ('hash:md5', ('hash:md5', {}), { 'doc': 'The","specific version of a software product.'}), ('it:prod:softfile', ('comp', {'fields': (","( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software version","version of the rule.'}), ('enabled', ('bool', {}), { 'doc': 'The","was read.', }), )), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}),","{}), { 'doc': 'The host running the process that read","'doc': 'A version of a software product which is present","{}), { 'doc': 'The time the process exited.', }), ('exitcode',","ID of the account.', 'ex': '1001', }), ('posix:gid', ('int', {}),","{ 'doc': 'The size of the memory map in bytes.',","parts = self._splitCpe23(text) if len(parts) != 13: mesg = f'CPE","('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted': True, 'split': ','}),","process that matched the YARA rule.'}), ('time', ('time', {}), {","{ 'deprecated': True, 'doc': 'A reference to a string inside","minor and patch levels are represented as integers, with a","('guid', {}), { 'doc': 'An instance of a host writing","('perms:read', ('bool', {}), { 'doc': 'True if the mmap is","(('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A file that triggered","mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),","('logoff:time', ('time', {}), { 'doc': 'The time the logon session","to.', }), ('account', ('it:account', {}), { 'doc': 'The account that","description of the network.', }), ('org', ('ou:org', {}), { 'doc':","}), ('url', ('inet:url', {}), { 'doc': 'A reference URL for","('src:port', ('inet:port', {}), { 'doc': 'The source port of the","to annotate nodes included in this ATT&CK technique.', 'ex': 'cno.mitre.t0100',","('time', {}), { 'doc': 'The time that the AV engine","signature.' }), )), ('it:auth:passwdhash', {}, ( ('salt', ('hex', {}), {","}), ('author:email', ('inet:email', {}), { 'deprecated': True, 'doc': 'Email address","code that created the new file.', }), ('host', ('it:host', {}),","def repr(self, valu): major, minor, patch = s_version.unpackVersion(valu) valu =","{ 'doc': 'A url hosted on or served by a","specifying this software version', }), ('cves', ('array', {'type': 'it:sec:cve', 'uniq':","('file:bytes', {}), { 'ro': True, 'doc': 'The file that triggered","{ 'doc': 'An instance of a snort rule hit.', }),","'doc': 'The software which can run on the operating system.'}),","tactic.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag","{}), { 'doc': 'The user name of the process owner.',","specified in :proc, if present.'}), ('time', ('time', {}), { 'doc':","}), )), ('it:auth:passwdhash', {}, ( ('salt', ('hex', {}), { 'doc':","''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part","address of the client during the URL retrieval.' }), ('client:ipv4',","}), ('status', ('it:mitre:attack:status', {}), { 'doc': 'The status of this","by the app.'}), )), ('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}),","'doc': 'The time the memory map was deleted.', }), ('path',","path to the executable which started the process.', }), ('src:proc',","Bytes may optionally be present in the axon.', }), )),","node.', }), ('os', ('it:prod:softver', {}), { 'doc': 'The operating system","the signature hit.', }), ('sig', ('it:av:sig', {}), { 'doc': 'The","('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK element","{}), { 'doc': 'The host thread which caused the activity.'}),","range of this network.', }), ('net6', ('inet:net6', {}), { 'doc':",")), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc':","of the process owner.', }), ('path', ('file:path', {}), { 'doc':","software.', }), ('url', ('inet:url', {}), { 'doc': 'URL relevant for","caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The source","'doc': 'The host running the process that created the new","('it:dev:regkey', {}), { 'doc': 'The Windows registry key.', }), ('str',","on the operating system.'}), ('os', ('it:prod:softver', {}), {'ro': True, 'doc':","'The specific file containing code that deleted the file. May","'The file access time.', }), ('user', ('inet:user', {}), { 'doc':","memory mapped segment located in a process.', }), ('it:cmd', ('str',","'doc': 'The main process executing code that wrote to the","by noming through the string subs = s_version.parseVersionParts(valu) if subs","'doc': 'The operating system which the software can run on.'}),","'doc': 'URL where a specific version of the software is","registry key.', }), ('it:exec:reg:del', ('guid', {}), { 'doc': 'An instance","which caused the activity.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The","the process owner.', }), ('path', ('file:path', {}), { 'doc': 'The","in the process.', }), ('loaded', ('time', {}), { 'doc': 'The","where the logon originated.', }), )), ('it:hosturl', {}, ( ('host',","def _normPyInt(self, valu): if valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name,","Prerelease information is disregarded for integer comparison purposes, as we","an alert on a specific antivirus signature.' }), ('it:auth:passwdhash', ('guid',","'The operating system of the host.' }), ('manu', ('str', {}),","value that was written to.', }), )), ('it:exec:reg:del', {}, (","app.'}), )), ('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}), { 'doc':","record of the log event.', }), )), ('it:domain', {}, (","('vendor', ('ou:name', {}), { 'ro': True, 'doc': 'The \"vendor\" field","the library was loaded in the process.', }), ('loaded', ('time',","('inet:port', {}), { 'doc': 'The destination port of the flow","'A SHA256 hash of the memory map. Bytes may optionally","{'lower': True}), { 'doc': 'A short description of the software.',","}), ('perms:execute', ('bool', {}), { 'doc': 'True if the mmap","URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6","{ 'doc': 'A description of the ATT&CK software.', 'disp': {'hint':","not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string is expected to","('names', ('array', {'type': 'str', 'uniq': True, 'sorted': True}), { 'doc':","cannot map an arbitrary pre-release version into a integer value","True}), { 'doc': 'The primary name for the ATT&CK technique.',","('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Group ID.',","{ 'doc': 'The manufacturer of the host.', }), ('model', ('str',","{ 'doc': 'The MD5 password hash value.', }), ('hash:sha1', ('hash:sha1',","'doc': 'The time the port was bound.', }), ('server', ('inet:server',","host.', }), )), ('it:log:event', {}, ( ('mesg', ('str', {}), {","rule that matched the file.'}), ('file', ('file:bytes', {}), { 'ro':","mmap is a mapped view of a file.', }), ('hash:sha256',","rule that matched the file.'}), ('proc', ('it:exec:proc', {}), { 'doc':","the host.', }), ('org', ('ou:org', {}), { 'doc': 'The org","{ 'doc': 'Version patch number.', }), ('semver:pre', ('str', {}), {","to the POSIX account's home directory.\", 'ex': '/home/visi', }), ('posix:shell',","{}), { 'doc': 'The address of the client during the","Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part : vendor :","component of the file path (parsed from :path).', }), ('file',","('proc', ('it:exec:proc', {}), { 'doc': 'The main process executing code","'doc': 'The time the logon session ended.', }), ('host', ('it:host',","the CPE 2.3 string.'}), ('version', ('str', {'lower': True, 'strip': True}),","{'ro': True, 'doc': 'The android intent which is listened for","( ('software', ('it:prod:soft', {}), { 'doc': 'Software associated with this","linking this CVE to a full description.', }), ('references', ('array',","group owner of the file.', }), )), ('it:exec:file:add', {}, (","{ 'doc': 'The serial number of the host.', }), ('operator',","software.'}), ('softver', ('it:prod:softver', {}), {'ro': True, 'doc': 'Software on the","the file.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The process that","'ro': True, 'doc': 'The \"target_hw\" field from the CPE 2.3","text.', 'disp': {'hint': 'text'}, }), ('name', ('str', {}), { 'doc':","v in subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma:","'it:dev:str', 'uniq': True, 'sorted': True}), { 'doc': 'Observed/variant names for","'it:host'), ('url', 'inet:url'))}), { 'doc': 'A url hosted on or","ID of the account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}),","the registry.', }), ('host', ('it:host', {}), { 'doc': 'The host","('groups', ('array', {'type': 'it:group'}), { 'doc': 'Groups that are a","for DLLs loaded by that program.', }), ('cmd', ('it:cmd', {}),","matched the file.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The process","enabled status to be used for YARA evaluation engines.'}), )),","name.' }), ('desc', ('str', {}), { 'doc': 'A free-form description","to an eventual risk:mitigation ('name', ('str', {'strip': True}), { 'doc':","}), ('name', ('str', {}), { 'doc': 'The name of the","group.', }), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True,","is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt)","max width of 20 bits. The comparable integer value representing","the thread.', }), ('src:thread', ('it:exec:thread', {}), { 'doc': 'The thread","( ('user', ('inet:user', {}), { 'doc': 'The username associated with","( ('host', ('it:host', {}), { 'doc': 'The host containing the","name: await node.set('software:name', name) async def _onPropSoftverArch(self, node, oldv): #","{}), { 'doc': 'The file that was created.', }), )),","\"part\" field from the CPE 2.3 string.'}), ('vendor', ('ou:name', {}),","('ps:contact', {}), { 'doc': 'The operator of the host.', }),","{}), { 'doc': 'Version minor number.', }), ('semver:patch', ('int', {}),","used to annotate nodes included in this ATT&CK technique.', 'ex':","(80, 'emerg'), ) class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr)","('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}), { 'doc': 'Used to","process executing code that created the mutex.', }), ('host', ('it:host',","requested the URL. May or may not be the same","{'enums': loglevels}), { 'doc': 'A log level integer that increases","the hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The source IPv6","the URL was requested.', }), ('url', ('inet:url', {}), { 'doc':","'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A","(30, 'notice'), (40, 'warning'), (50, 'err'), (60, 'crit'), (70, 'alert'),","{ 'doc': 'The most recent version of the rule evaluated","('sensor', ('it:host', {}), { 'doc': 'The sensor host node that","URLs that document the ATT&CK group.', }), ('techniques', ('array', {'type':","{ 'doc': 'The Microsoft Windows Security Identifier of the group.',","runtime.', }), ('it:exec:url', ('guid', {}), { 'doc': 'An instance of","if the software is an operating system.'}), ('islib', ('bool', {}),",")), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}), { 'doc': 'The","listened for by the app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app',","}), ('it:reveng:function', ('guid', {}), { 'doc': 'A function inside an","{'ro': True, 'doc': 'The android permission requested by the app.'}),","'The path where the file was written to/modified.', }), ('path:dir',","{ 'doc': 'The time the mutex was created.', }), ('name',","}), ('model', ('str', {}), { 'doc': 'The product model of","app.'}), )), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True,","'doc': 'The specific file containing code that wrote to the","'doc': 'The geo-political location string for the node.', }), ('os',","{}), { 'doc': 'The size of the memory map in","}), ('perms:write', ('bool', {}), { 'doc': 'True if the mmap","process, including any command line parameters.', 'disp': {'hint': 'text'}, }),","address range of this network.', }), )), ('it:account', {}, (","','}), { 'doc': 'An array of ATT&CK technique IDs used","ended.', }), ('host', ('it:host', {}), { 'doc': 'The host that","representing a named pipe.', }), ('it:dev:mutex', ('str', {}), { 'doc':","system.'}), ('os', ('it:prod:softver', {}), {'ro': True, 'doc': 'The operating system","{}, ()), ('it:exec:proc', {}, ( ('host', ('it:host', {}), { 'doc':","def __init__(self, modl, name, info, opts): opts['lower'] = True s_types.Str.__init__(self,","True, 'doc': 'The \"version\" field from the CPE 2.3 string.'}),","process.' }), ('killedby', ('it:exec:proc', {}), { 'doc': 'The process which","s_version.packVersion(major, minor, patch) subs = {'major': major, 'minor': minor, 'patch':","instance.', }), ('vers:norm', ('str', {'lower': True}), { 'doc': 'Normalized version","{ 'doc': 'True if the mmap is mapped with write","'str'))}), { 'deprecated': True, 'doc': 'A reference to a string","description of the software.', 'disp': {'hint': 'text'}, }), ('desc:short', ('str',","was loaded.', }), ('va', ('int', {}), { 'doc': 'The base","source port of the flow that caused the hit.'}), ('dst',","{}), { 'doc': 'The IPv6 address specified to bind().' }),","( ('it:hostname', ('str', {'strip': True, 'lower': True}), { 'doc': 'The","{}, ( ('salt', ('hex', {}), { 'doc': 'The (optional) hex","'doc': 'The signature that the file triggered on.' }), ('time',","'A snort rule unique identifier.', }), ('it:app:snort:hit', ('guid', {}), {","'doc': 'Software associated with this version instance.', }), ('software:name', ('str',","strings referenced within the function.', }), )), ('it:reveng:filefunc', {}, (","'A Mitre ATT&CK Software ID.', 'ex': 'S0154', }), ('it:dev:str', ('str',","of the file.', }), )), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc',","file that triggered an alert on a specific antivirus signature.',","('it:mitre:attack:status', {}), { 'doc': 'The status of this ATT&CK technique.',","android app which requests the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro':","}), ('passwd', ('inet:passwd', {}), { 'doc': 'The (optional) clear text","'sorted': True}), { 'doc': 'A list of CVEs that apply","{}), { 'doc': 'The time the file was deleted.', }),","where the group is registered.', }), ('domain', ('it:domain', {}), {","{ 'doc': 'The client port during the URL retrieval..' }),","the AV engine detected the signature.' }), )), ('it:auth:passwdhash', {},","software author.', }), ('author:email', ('inet:email', {}), { 'deprecated': True, 'doc':","the account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc':","N/A ''' def __init__(self, modl, name, info, opts): opts['lower'] =","'doc': 'A GUID that represents an account on a host","{}), { 'doc': 'The contact information of the org or","'doc': 'The file that triggered the signature hit.', }), ('sig',","a registry key.', }), ('it:exec:reg:del', ('guid', {}), { 'doc': 'An","integers, with a max width of 20 bits. The comparable","which contains the thread.', }), ('created', ('time', {}), { 'doc':","'doc': 'The IPv4 where the logon originated.', }), ('client:ipv6', ('inet:ipv6',","( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The given software","host running the process that wrote to the registry. Typically","= valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text","retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 of","{ 'doc': 'An instance of a host deleting a file","('proc', ('it:exec:proc', {}), { 'doc': 'The process which contains the","info, opts): opts['lower'] = True s_types.Str.__init__(self, modl, name, info, opts)","('time', {}), { 'doc': 'The time the port was bound.',","unique identifier.', }), ('it:app:snort:hit', ('guid', {}), { 'doc': 'An instance","memory address where the map was created in the process.',","'CPE 2.3 string is expected to start with \"cpe:2.3:\"' raise","('str', {}), { 'doc': 'A free-form description of the CVE","('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}), {","the ATT&CK software.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),","'The file considered the \"main\" executable for the process. For","to.', }), )), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}), {","'doc': 'An instance of a password hash.', }), ('it:exec:proc', ('guid',","if possible prop = node.get('software') if prop: opts = {'vars':","or bruteforce parts try: valu, subs = self.bruteVersionStr(prop) await node.set('semver',","{}), { 'doc': 'Set to false to indicate an unsuccessful","to evaluate if it exhibits interesting behavior.'}), ('complexity', ('int', {}),","the URL.', }), ('host', ('it:host', {}), { 'doc': 'The host","s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted","the file name (parsed from :path).', }), ('path:base', ('file:base', {}),","'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {","{'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A URL","to map an ATT&CK group to a synapse ou:org.', }),","ID.', 'ex': 'S0154', }), ('it:dev:str', ('str', {}), { 'doc': 'A","library file that was loaded.', }), )), ('it:exec:mmap', {}, (","0)) return valu, subs async def _onFormItDevStr(self, node): await node.set('norm',","target_sw : target_hw : other * = \"any\" - =","await node.set('vers:norm', prop) # Make it:dev:str from version str await","('it:host', {}), { 'doc': 'The host containing the file.', }),","the software was released.', }), ('semver', ('it:semver', {}), { 'doc':","techniques used by the software.', }), )), ('it:mitre:attack:mitigation', {}, (","('it:dev:str', ('str', {}), { 'doc': 'A developer-selected string.' }), ('it:dev:pipe',","('file', ('file:bytes', {}), { 'doc': 'The file that was deleted.',","file is distributed by a specific software version.'}), ('it:prod:softlib', ('comp',","if c == '\\\\': c += next(genr) if c ==","that documents the ATT&CK mitigation.', }), ('tag', ('syn:tag', {}), {","True, 'doc': 'The library software version.'}), )), ('it:prod:softfile', {}, (","'The virtual address of the first codeblock of the function.'}),","if name: await node.set('software:name', name) async def _onPropSoftverArch(self, node, oldv):","{ 'doc': 'The last known location for the host.' }),","at a particular version.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq':","}), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}), {","GECOS field for the POSIX account.', }), ('posix:home', ('file:path', {}),","{}, ( ('host', ('it:host', {}), {'ro': True, 'doc': 'Host with","{}), {'ro': True, 'doc': 'Software on the host.'}) )), ('it:av:sig',","'An array of ATT&CK software IDs used by the group.',","of the org or person who authored the software.', }),","'doc': 'The specific file containing code that read the registry.","{ 'doc': 'True if the mmap is mapped with read","file.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The file","'An instance of a host writing a file to a","'doc': 'A GUID that represents an individual logon/logoff event.' }),","{ 'doc': 'A GUID that represents a group on a","('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}), { 'doc':","('hash:sha256', {}), { 'doc': 'The SHA256 password hash value.', }),","{}), { 'doc': 'The library file that was loaded.', }),","{}, ( ('org', ('ou:org', {}), { 'doc': 'Used to map","specific file containing code that read the registry. May or","s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative integer as a semver.')","SHA1 password hash value.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc':","description field.', 'ex': 'Buffer Copy without Checking Size of Input","a specific software version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'),","True, 'split': ','}), { 'doc': 'An array of ChildOf CWE","{ 'doc': 'The default installation path of the file.'}), )),","return await node.set('vers:norm', prop) # Make it:dev:str from version str","'The base memory address where the library was loaded in","the logon originated.', }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The","'doc': 'A arbitrary, unversioned software product.', }), ('it:adid', ('str', {'lower':","the named pipe was created.', }), ('name', ('it:dev:pipe', {}), {","}), ('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An instance of a","or network.' }), ('it:group', ('guid', {}), { 'doc': 'A GUID","where the file was written to/modified.', }), ('path:dir', ('file:path', {}),","of authentication and configuration such as a windows domain.' }),","this process.', }), )), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}),","Security Identifier of the group.', }), )), ('it:logon', {}, (","('it:app:snort:rule', {}, ( ('text', ('str', {}), { 'doc': 'The snort","process.', }), ('it:app:snort:rule', ('guid', {}), { 'doc': 'A snort rule","may not be the same :exe referenced in :proc, if","{ 'doc': 'The given software broadcasts the given Android intent.'}),","'The time the process exited.', }), ('exitcode', ('int', {}), {","org that operates the given host.', }), )), ('it:log:event', {},","value.', }), ('hash:lm', ('hash:lm', {}), { 'doc': 'The LM password","hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The destination IPv4 address","process ID.', }), ('time', ('time', {}), { 'doc': 'The start","from the registry. Typically the same host referenced in :proc,","created.', }), ('name', ('it:dev:pipe', {}), { 'doc': 'The named pipe","( ('desc', ('str', {}), { 'doc': 'A free-form description of","registry key.', }), ('it:exec:reg:set', ('guid', {}), { 'doc': 'An instance","{ 'doc': 'An array of URLs that document the ATT&CK","'The host thread which caused the activity.'}), ('host', ('it:host', {}),","prop = node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop) async def","'The status of this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}),","specifying this software.', }), ('author', ('ps:contact', {}), { 'doc': 'The","{ 'doc': 'The last known ipv4 address for the host.'","'ex': 'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run', }), ('it:dev:regval', ('guid', {}), { 'doc': 'A Windows","('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}), { 'ro': True, 'doc':","executable which started the process.', }), ('src:proc', ('it:exec:proc', {}), {","'The mutex string.', }), )), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc',","('str', {'strip': True}), { 'doc': 'A description of the ATT&CK","}), )), ('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}), { 'doc':","{ 'doc': 'The time that the AV engine detected the","if len(parts) != 13: mesg = f'CPE 2.3 string has","hit.'}), ('time', ('time', {}), { 'doc': 'The time of the","host.', }), ('ctime', ('time', {}), { 'doc': 'The file creation","the process that read the file. Typically the same host","'deprecated': True, 'doc': 'A reference to a string inside a","of a host deleting a file from a filesystem.', }),","('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","'doc': 'An android permission string.'}), ('it:os:android:intent', ('str', {}), { 'doc':","'The optional contiguous IPv4 address range of this network.', }),","('data', {}), { 'doc': 'A raw JSON record of the","('hash:sha256', {}), { 'doc': 'A SHA256 hash of the memory","'sorted': True, 'split': ','}), { 'doc': 'An array of techniques","'The process which created the process.' }), ('killedby', ('it:exec:proc', {}),","{ 'doc': 'A file is distributed by a specific software","{}), { 'doc': 'The username associated with the account', }),","(optional) hex encoded salt value used to calculate the password","started.'}), ), }), ), 'forms': ( ('it:hostname', {}, ()), ('it:host',","'doc': 'The time the process exited.', }), ('exitcode', ('int', {}),","('str', {'strip': True, 'lower': True}), { 'doc': 'The name of","}), ('path', ('file:path', {}), { 'doc': 'The path that the","{}), { 'doc': 'Notes concerning the function.'}), ('impcalls', ('array', {'type':","('path', ('file:path', {}), { 'doc': 'The default installation path of","self.bruteVersionStr(prop) await node.set('semver', valu) for k, v in subs.items(): await","'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A","def _onPropSoftverVers(self, node, oldv): # Set vers:norm and make it's","parts[4], 'version': parts[5], 'update': parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition':","'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The given software listens for","'doc': 'NIST NVD Common Weaknesses Enumeration Specification', 'ex': 'CWE-120', }),","to parse string as a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'),","specific file containing code that deleted data from the registry.","'doc': 'The (optional) hex encoded salt value used to calculate","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"target_hw\"","'1001', }), ('posix:gecos', ('int', {}), { 'doc': 'The GECOS field","is registered.', }), ('posix:uid', ('int', {}), { 'doc': 'The user","'The inet:addr of the server when binding the port.' }),","NTLM password hash value.', }), ('passwd', ('inet:passwd', {}), { 'doc':","of the flow that caused the hit.'}), ('dst:port', ('inet:port', {}),","the semver is the bitwise concatenation of the major, minor","s_version.fmtVersion(major, minor, patch) return valu loglevels = ( (10, 'debug'),","'doc': 'The host on which the activity occurred.'}), ('time', ('time',","string.'}), ('update', ('str', {'lower': True, 'strip': True}), { 'ro': True,","{'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to imported library functions within","{}), { 'doc': 'The main process executing code that requested","that read the file.', }), ('host', ('it:host', {}), { 'doc':","access time.', }), ('user', ('inet:user', {}), { 'doc': 'The owner","}), ('vers:norm', ('str', {'lower': True}), { 'doc': 'Normalized version of","}), )), ('it:hosturl', {}, ( ('host', ('it:host', {}), { 'ro':","as s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3","path that the library was loaded from.', }), ('file', ('file:bytes',","the version out of a string. Args: valu (str): String","{ 'doc': 'The org that owns/operates the network.', }), ('net4',","except Exception: logger.exception('Failed to brute force version string [%s]', prop)","}), ('it:auth:passwdhash', ('guid', {}), { 'doc': 'An instance of a","('it:domain', {}), { 'doc': 'The authentication domain where the group","('time', {}), { 'doc': 'The time the data from the","the software.'}), ('softver', ('it:prod:softver', {}), {'ro': True, 'doc': 'Software on","'The destination IPv4 address of the flow that caused the","'doc': 'The host where the logon originated.', }), ('client:ipv4', ('inet:ipv4',","('inet:url', {}), { 'doc': 'URL where a specific version of","The system normalized version integer and a subs dictionary. '''","of the sofware author.', }), ('author:person', ('ps:person', {}), { 'deprecated':","('inet:ipv6', {}), { 'doc': 'The IPv6 of the client during","'ro': True, 'doc': 'The signature name.' }), ('desc', ('str', {}),","('rule', ('it:app:yara:rule', {}), { 'doc': 'The YARA rule that matched","to a file.', }), ('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An","'doc': 'A description of the ATT&CK tactic.', 'disp': {'hint': 'text'},","'An array of URLs that document the ATT&CK tactic.', }),","{ 'deprecated': True, 'doc': 'Organization which authored the software.', }),","value Major, minor and patch levels are represented as integers,","prop) async def _onPropSoftverVers(self, node, oldv): # Set vers:norm and","main process executing code that wrote to / modified the","{}), { 'doc': 'The time that the activity started.'}), ),","node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node, oldv): # Set vers:norm","with the software.'}), ('softver', ('it:prod:softver', {}), {'ro': True, 'doc': 'Software","True s_types.Str.__init__(self, modl, name, info, opts) def _splitCpe23(self, text): part","{ 'doc': 'A log level integer that increases with severity.',","'An array of ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group', {},","'The file that triggered the signature hit.', }), ('sig', ('it:av:sig',","{ 'doc': 'A free-form description of the host.', }), ('domain',","of the account.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc':","('hash:md5', {}), { 'doc': 'The MD5 password hash value.', }),","minor and patch levels. Prerelease and build information will be","CPE 2.3 string.'}), ('language', ('str', {'lower': True, 'strip': True}), {","'Semver build string.', }), ('url', ('inet:url', {}), { 'doc': 'URL","file was created.', }), ('path', ('file:path', {}), { 'doc': 'The","('it:os:android:perm', ('str', {}), { 'doc': 'An android permission string.'}), ('it:os:android:intent',","{ 'doc': 'An instance of a process triggering an alert","}), ('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 address specified","raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force version parts out","r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}), { 'doc': 'A Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555',","IPv4 of the client during the URL retrieval..' }), ('client:ipv6',","for by the app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver',","technique on this sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq':","a process triggering an alert on a specific antivirus signature.'","True, 'sorted': True, 'split': ','}), { 'doc': 'An array of","{}), { 'doc': 'The CWE description field.', 'disp': {'hint': 'text'},","software is available from.', }), )), ('it:prod:softlib', {}, ( ('soft',","'The registry key or value that was read.', }), )),","{ 'doc': 'The time the logon session ended.', }), ('host',","ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc':","('guid', {}), { 'doc': 'An instance of a host requesting","('hex', {}), { 'doc': 'The (optional) hex encoded salt value","the mmap is a mapped view of a file.', }),","valu (str): String to attempt to get version information for.","'doc': 'The host running the process that created the named","}), ('logoff:time', ('time', {}), { 'doc': 'The time the logon","run on.'}), )), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}), {'ro':","opts): opts['lower'] = True s_types.Str.__init__(self, modl, name, info, opts) def","mapped with write permissions.', }), ('perms:execute', ('bool', {}), { 'doc':","'doc': 'The time that the activity started.'}), ), }), ),","'The owner of the file.', }), ('group', ('inet:user', {}), {","a group on a host or network.' }), ('it:logon', ('guid',","of a file.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'A","'The operating system which the software can run on.'}), )),","in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type':","time of match.'}), )), ('it:app:yara:rule', {}, ( ('text', ('str', {}),","'The Windows registry key.', }), ('str', ('it:dev:str', {}), { 'doc':","'The file that was modified.', }), )), ('it:exec:reg:get', {}, (","the first codeblock of the function.'}), ('rank', ('int', {}), {","('str', {}), { 'doc': 'The CWE description field.', 'disp': {'hint':","}), ('url', ('inet:url', {}), { 'doc': 'URL where a specific","('str', {}), { 'ro': True, 'doc': 'The string that the","}), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split':","'The time the mutex was created.', }), ('name', ('it:dev:mutex', {}),","('file:path', {}), { 'doc': 'The path for the file.', }),","{}), { 'ro': True, 'doc': 'The file that matched the","await node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma: no cover raise","YARA rule that matched the file.'}), ('proc', ('it:exec:proc', {}), {","('it:cmd', ('str', {'strip': True}), { 'doc': 'A unique command-line string.',","2.3 Formatted String', }), ), 'types': ( ('it:hostname', ('str', {'strip':","edition : language : sw_edition : target_sw : target_hw :","}), )), ('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip': True}), {","map. Bytes may optionally be present in the axon.', }),","using the it:semver normalization before attempting to extract version parts","included in this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array',","TODO map to an eventual risk:mitigation ('name', ('str', {'strip': True}),","{ 'doc': 'The time the file was written to/modified.', }),","'An array of ATT&CK technique IDs used by the group.',","( ('it:host:activity', { 'props': ( ('exe', ('file:bytes', {}), { 'doc':","group.', }), ('names', ('array', {'type': 'ou:name', 'uniq': True, 'sorted': True}),","'doc': 'The NTLM password hash value.', }), ('passwd', ('inet:passwd', {}),","}), )), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True,","modl = { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc':","group.', }), ('desc', ('str', {}), { 'doc': 'A brief description","system of the host.' }), ('manu', ('str', {}), { 'doc':","POSIX account's home directory.\", 'ex': '/home/visi', }), ('posix:shell', ('file:path', {}),","URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4","CWE description field.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),","that represents an account on a host or network.' }),","main process executing code that deleted the file.', }), ('host',","used to annotate nodes included in this ATT&CK tactic.', 'ex':","version of a software product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft',","{ 'doc': 'The named pipe string.', }), )), ('it:exec:url', {},","'The guid matching the function.'}), ('file', ('file:bytes', {}), { 'ro':","('it:exec:file:read', ('guid', {}), { 'doc': 'An instance of a host","('host', ('it:host', {}), { 'doc': 'The host running the process","'ro': True, 'doc': 'Host serving a url.', }), ('url', ('inet:url',","'A Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid',","library was loaded.', }), ('va', ('int', {}), { 'doc': 'The","('file:path', {}), { 'doc': 'The path to the executable which","{ 'doc': 'Notes concerning the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}),","'The guid matching the function.'}), ('string', ('str', {}), { 'ro':","network.', }), ('net4', ('inet:net4', {}), { 'doc': 'The optional contiguous","host.', }), ('it:exec:thread', ('guid', {}), { 'doc': 'A thread executing","activity started.'}), ), }), ), 'forms': ( ('it:hostname', {}, ()),","node.get('vers') if not prop: return await node.set('vers:norm', prop) # Make","parent directory of the file path (parsed from :path).', }),","('time', {}), { 'doc': 'The time the registry was read.',","('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Software associated","'The source IPv6 address of the flow that caused the","('server:port', ('inet:port', {}), { 'doc': 'The bound (listening) TCP port.'","information is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int,","rule hit.', }), ('it:reveng:function', ('guid', {}), { 'doc': 'A function","logon originated.', }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6","triggered an alert on a specific antivirus signature.', }), ('it:av:prochit',","extension of the file name (parsed from :path).', }), ('path:base',","('time', {}), { 'doc': 'The file creation time.', }), ('mtime',","address of the flow that caused the hit.'}), ('src:port', ('inet:port',","13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part': parts[2], 'vendor':","'Normalized version of the version string.', }), ('arch', ('it:dev:str', {}),","('os', 'it:prod:softver'))}), { 'doc': 'The software version is known to","Windows registry key.', }), ('str', ('it:dev:str', {}), { 'doc': 'The","on a given host.', }), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'),","to/modified.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The","the YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current","'doc': 'URL available on the host.', }), )), ('it:dev:str', {},","('file:path', {}), { 'ro': True, 'doc': 'The parent directory of","('str', {}), { 'doc': 'A developer-selected string.' }), ('it:dev:pipe', ('str',","account of the software author.', }), ('author:email', ('inet:email', {}), {","mutex.', }), ('it:dev:int', ('int', {}), { 'doc': 'A developer selected","'The registry key or value that was deleted.', }), )),","hit.', }), ('it:reveng:function', ('guid', {}), { 'doc': 'A function inside","recent version of the rule evaluated as a match.'}), )),","{}), { 'doc': 'A file on a host.' }), ('it:exec:file:add',","''' Brute force the version out of a string. Args:","URL linking this CVE to a full description.', }), ('references',","that deleted the file.', }), ('host', ('it:host', {}), { 'doc':","{}), { 'doc': 'An android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields':","}), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc':","path where the file was read.', }), ('path:dir', ('file:path', {}),","'doc': 'The org that operates the given domain.', }), )),","('path', ('file:path', {}), { 'doc': 'The path for the file.',","('key', ('it:dev:regkey', {}), { 'doc': 'The Windows registry key.', }),","('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split': ','}),","'The specific file containing code that read the registry. May","a semver.') if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot","('target_hw', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","True}), { 'doc': 'A description of the ATT&CK mitigation.', 'disp':","account.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'An array","{}), { 'doc': 'Used to map an ATT&CK software to","modified.', }), )), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}), {","to the file. May or may not be the same","of a host writing a file to a filesystem.', }),","ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers)","'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An iOS","is a string.', }), ('int', ('it:dev:int', {}), { 'doc': 'The","True, 'doc': 'The string that the function references.'}), )), ('it:reveng:impfunc',","start time for the process.', }), ('exited', ('time', {}), {","('org', ('ou:org', {}), { 'doc': 'The org that owns/operates the","signature name.' }), ('desc', ('str', {}), { 'doc': 'A free-form","('domain', ('it:domain', {}), { 'doc': 'The authentication domain where the","('guid', {}), { 'doc': 'A named pipe created by a","}), ('name', ('it:dev:mutex', {}), { 'doc': 'The mutex string.', }),","the process exited.', }), ('exitcode', ('int', {}), { 'doc': 'The","wrote to the registry. Typically the same host referenced in","'ro': True, 'doc': 'The guid matching the function.'}), ('string', ('str',","the group is registered.', }), ('groups', ('array', {'type': 'it:group'}), {","('guid', {}), { 'doc': 'A GUID that represents a host","its component parts. This normalizes a version string into an","during the URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), { 'doc':","This first attempts to parse strings using the it:semver normalization","'The host running the process that wrote to the registry.","Try doing version part extraction by noming through the string","the host.' }), ('manu', ('str', {}), { 'doc': 'The manufacturer","containing code that wrote to the registry. May or may","executable file which caused the activity.'}), ('proc', ('it:exec:proc', {}), {","that created the named pipe. May or may not be","description of the group.', }), ('host', ('it:host', {}), { 'doc':","requested the URL. Typically the same host referenced in :proc,","'doc': 'The host running the process that read the registry.","}), ('manu', ('str', {}), { 'doc': 'The manufacturer of the","a host binding a listening port.', }), ('it:fs:file', ('guid', {}),","include this technique.', }), )), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft',","('file:path', {}), { 'doc': \"The path to the POSIX account's","group ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':","in to.', }), ('account', ('it:account', {}), { 'doc': 'The account","the host.', }), )), ('it:dev:str', {}, ( ('norm', ('str', {'lower':","authored the software.', }), ('url', ('inet:url', {}), { 'doc': 'URL","'The anti-virus product which contains the signature.', }), )), ('it:av:prochit',","this password hash.', }), )), ('it:cmd', {}, ()), ('it:exec:proc', {},","{ 'doc': 'The path to the executable of the process.',","domain.', }), ('desc', ('str', {}), { 'doc': 'A brief description","ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The parent","('it:sec:cpe', {}), { 'doc': 'The NIST CPE 2.3 string specifying","ATT&CK mitigation.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {","{}), { 'doc': 'The file access time.', }), ('user', ('inet:user',","available as strings if that information is present. ''' def","running the process that created the named pipe. Typically the","('it:exec:pipe', ('guid', {}), { 'doc': 'A named pipe created by","{ 'doc': 'A file that triggered an alert on a","CPE 2.3 string.'}), ('vendor', ('ou:name', {}), { 'ro': True, 'doc':","version of the rule.'}), )), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule',","'doc': 'The NIST CPE 2.3 string specifying this software version',","the it:dev:str.', }), )), ('it:sec:cve', {}, ( ('desc', ('str', {}),","'doc': 'The manufacturer of the host.', }), ('model', ('str', {}),","that the AV engine detected the signature.' }), )), ('it:auth:passwdhash',","the memory was mapped.', }), ('va', ('int', {}), { 'doc':","2.3 string.'}), ('edition', ('str', {'lower': True, 'strip': True}), { 'ro':",":exe specified in :proc, if present.'}), ('time', ('time', {}), {","{}), { 'doc': 'The path that the library was loaded","pipe string.', }), )), ('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}),","written to/modified.', }), ('path', ('file:path', {}), { 'doc': 'The path","('it:prod:soft', {}), { 'doc': 'Software associated with this version instance.',","integer.', }), ('bytes', ('file:bytes', {}), { 'doc': 'The file representing","'split': ','}), { 'doc': 'An array of ChildOf CWE Relationships.'","was released.', }), ('semver', ('it:semver', {}), { 'doc': 'System normalized","from.', }), ('file', ('file:bytes', {}), { 'doc': 'The library file","thread executing in a process.', }), ('it:exec:loadlib', ('guid', {}), {","where the library was loaded.', }), ('va', ('int', {}), {","}), ('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 address specified","the function references.'}), )), ('it:reveng:impfunc', {}, ()), ), } name","('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A file is distributed","value.', }), ('hash:sha1', ('hash:sha1', {}), { 'doc': 'The SHA1 password","may contain the current value for the technique.', }), ('desc',","names for this software.', }), ('desc', ('str', {}), { 'doc':","used by the group.', }), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq':","'An array of URLs that document the ATT&CK group.', }),","{ 'doc': 'The time the file was read.', }), ('path',","}), ('ipv4', ('inet:ipv4', {}), { 'doc': 'The last known ipv4","software.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag","'doc': 'The path to the executable of the process.', }),","operator of the host.', }), ('org', ('ou:org', {}), { 'doc':","('file:bytes', {}), {'ro': True, 'doc': 'The file distributed by the","raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after stripping whitespace') subs","file on a host.' }), ('it:exec:file:add', ('guid', {}), { 'doc':","as s_module import synapse.lib.version as s_version logger = logging.getLogger(__name__) class","2.3 string.'}), ('version', ('str', {'lower': True, 'strip': True}), { 'ro':","thread which caused the activity.'}), ('host', ('it:host', {}), { 'doc':","rule.'}), ('enabled', ('bool', {}), { 'doc': 'The rule enabled status","mmap is mapped with execute permissions.', }), ('created', ('time', {}),","('int', {}), { 'doc': 'The primary group ID of the","}), ('semver', ('it:semver', {}), { 'doc': 'System normalized semantic version","software was released.', }), ('semver', ('it:semver', {}), { 'doc': 'System","or may not be the same :exe specified in :proc,","path (parsed from :path).', }), ('path:ext', ('str', {'lower': True, 'strip':","file containing code that wrote to the registry. May or","{ 'doc': 'The base memory address where the map was","memory address where the library was loaded in the process.',","'The main process executing code that wrote to / modified","which started the process.', }), ('src:proc', ('it:exec:proc', {}), { 'doc':","('guid', {}), { 'doc': 'A function inside an executable.', }),","map was deleted.', }), ('path', ('file:path', {}), { 'doc': 'The","(('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True, 'doc': 'A reference","that was loaded.', }), )), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc',","a max width of 20 bits. The comparable integer value","('file', ('file:bytes', {}), { 'doc': 'The file that was read.',","}), ('it:exec:file:add', ('guid', {}), { 'doc': 'An instance of a","that document the ATT&CK group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique',","'doc': 'The path where the file was read.', }), ('path:dir',","'ro': True, 'doc': 'The \"other\" field from the CPE 2.3","value.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'The SHA256 password","('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus product which","the function.'}), ('description', ('str', {}), { 'doc': 'Notes concerning the","instance of a password hash.', }), ('it:exec:proc', ('guid', {}), {","('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split': ','}), {","{ 'doc': 'A signature name within the namespace of an","}), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry key or","'doc': 'The YARA rule text.', 'disp': {'hint': 'text'}, }), ('name',","'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {","( ('proc', ('it:exec:proc', {}), { 'doc': 'The file that triggered","available and set it if possible prop = node.get('software') if","logged in to.', }), ('account', ('it:account', {}), { 'doc': 'The","'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {","software.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':","('time', {}), { 'doc': 'The time the file was deleted.',","an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent',","geo-political location string for the node.', }), ('os', ('it:prod:softver', {}),","contains the library.'}), ('lib', ('it:prod:softver', {}), {'ro': True, 'doc': 'The","product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), {","valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer","{}), { 'doc': 'A library load event in a process.',","('str', {}), { 'doc': 'The product model of the host.',","}), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK","time of the network flow that caused the hit.'}), ('sensor',","string has {len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs","'doc': 'The URL that documents the ATT&CK software.', }), ('tag',","'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A reference URL","\"sw_edition\" field from the CPE 2.3 string.'}), ('target_sw', ('str', {'lower':","'ex': '1001', }), ('posix:gecos', ('int', {}), { 'doc': 'The GECOS","{ 'doc': 'A string representing a named pipe.', }), ('it:dev:mutex',","'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'The","('it:prod:softver', {}), {'ro': True, 'doc': 'The android app which requests","POSIX account.', }), ('posix:home', ('file:path', {}), { 'doc': \"The path","{}), { 'doc': 'Version major number.', }), ('semver:minor', ('int', {}),","hash value.', }), ('hash:sha1', ('hash:sha1', {}), { 'doc': 'The SHA1","('guid', {}), { 'doc': 'A process executing on a host.","('net6', ('inet:net6', {}), { 'doc': 'The optional contiguous IPv6 address","'Software on the host.'}) )), ('it:av:sig', {}, ( ('soft', ('it:prod:soft',","('str', {}), { 'doc': 'The manufacturer of the host.', }),","(20, 'info'), (30, 'notice'), (40, 'warning'), (50, 'err'), (60, 'crit'),","was read.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':","('int', {}), { 'doc': 'The function rank score used to","patch) return valu loglevels = ( (10, 'debug'), (20, 'info'),","containing code that read the file. May or may not","home directory.\", 'ex': '/home/visi', }), ('posix:shell', ('file:path', {}), { 'doc':","android intent which is listened for by the app.'}), )),","the function.'}), ('va', ('int', {}), { 'doc': 'The virtual address","CWE description field.', 'ex': 'Buffer Copy without Checking Size of","{}), { 'doc': 'The main process executing code that read","code or return value for the thread.', }), ('src:proc', ('it:exec:proc',","('it:host:activity', { 'props': ( ('exe', ('file:bytes', {}), { 'doc': 'The","mesg='Cannot norm a negative integer as a semver.') if valu","process at runtime.', }), ('it:exec:pipe', ('guid', {}), { 'doc': 'A","field for the POSIX account.', }), ('posix:home', ('file:path', {}), {","name for the ATT&CK group.', }), ('names', ('array', {'type': 'ou:name',","created the thread.', }), ('src:thread', ('it:exec:thread', {}), { 'doc': 'The","that requested the URL. May or may not be the","{}), { 'doc': 'A developer selected integer constant.', }), ('it:dev:regkey',","the account.', 'ex': '1001', }), ('posix:gid', ('int', {}), { 'doc':","the CPE 2.3 string.'}), ('sw_edition', ('str', {'lower': True, 'strip': True}),","information will be parsed out and available as strings if","was created.', }), ('exited', ('time', {}), { 'doc': 'The time","'doc': 'The destination address of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}),","'doc': 'A unique command-line string.', 'ex': 'foo.exe --dostuff bar', }),","('deleted', ('time', {}), { 'doc': 'The time the memory map","{}), { 'doc': 'A string representing a named pipe.', }),","}), ('desc', ('str', {'strip': True}), { 'doc': 'A description of","of a host reading a file from a filesystem.', }),","hex encoded salt value used to calculate the password hash.',","{ 'doc': 'Contact info for the author of the YARA","the rule.'}), )), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}), {","{}), { 'doc': 'The process which contains the thread.', }),","unloaded.', }), ('path', ('file:path', {}), { 'doc': 'The path that","the host.', }), ('domain', ('it:domain', {}), { 'doc': 'The authentication","the listening port.', }), ('host', ('it:host', {}), { 'doc': 'The","{ 'ro': True, 'doc': 'The signature name.', }), ('sig:soft', ('it:prod:soft',","was read.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry","URL for information about the signature.', }) )), ('it:av:filehit', {},","prop: opts = {'vars': {'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft',","{'type': 'it:dev:str', 'uniq': True, 'sorted': True}), { 'doc': 'Observed/variant names","is known to be compatible with the given os software","requested.', }), ('client', ('inet:client', {}), { 'doc': 'The address of","( ('name', ('it:hostname', {}), { 'doc': 'The name of the","permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True, 'doc': 'The android permission","subs.get('minor'), subs.get('patch')) return valu, {'subs': subs} def _normPyInt(self, valu): if","{}), { 'doc': 'Semver build string.', }), ('url', ('inet:url', {}),","'ro': True, 'doc': 'The file extension of the file name","parts def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg = 'CPE","{ 'doc': \"The path to the POSIX account's default shell.\",","written to.', }), )), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}),","\"product\" field from the CPE 2.3 string.'}), ('version', ('str', {'lower':","('it:adid', {}), { 'doc': 'An iOS advertising identification string.'}), ('it:os:android:aaid',","'doc': 'The software version is known to be compatible with","{}), { 'doc': 'The group owner of the file.', }),","of the network.', }), ('desc', ('str', {}), { 'doc': 'A","range of this network.', }), )), ('it:account', {}, ( ('user',","('guid', {}), { 'doc': 'A snort rule unique identifier.', }),","'doc': 'The \"version\" field from the CPE 2.3 string.'}), ('update',","(('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A version of a","('it:semver', {}), { 'doc': 'The current version of the rule.'}),","function from an imported library.', }), ), 'interfaces': ( ('it:host:activity',","('posix:shell', ('file:path', {}), { 'doc': \"The path to the POSIX","}), ('cves', ('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted': True}), {","('isos', ('bool', {}), { 'doc': 'Set to True if the","considered the \"main\" executable for DLLs loaded by that program.',","the signature.', }), )), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}),","}), ('posix:gecos', ('int', {}), { 'doc': 'The GECOS field for","used to evaluate if it exhibits interesting behavior.'}), ('complexity', ('int',","('killedby', ('it:exec:proc', {}), { 'doc': 'The process which killed this","{ 'doc': 'An array of URLs that document the CVE","True, 'doc': 'The \"product\" field from the CPE 2.3 string.'}),","'doc': 'The SHA512 password hash value.', }), ('hash:lm', ('hash:lm', {}),","{}), { 'doc': 'A process executing on a host. May","{ 'doc': 'A reference URL for information about the signature.',","}), ('src:thread', ('it:exec:thread', {}), { 'doc': 'The thread which created","('exitcode', ('int', {}), { 'doc': 'The exit code or return","a host.' }), ('it:exec:file:add', ('guid', {}), { 'doc': 'An instance","occured.', }), ('success', ('bool', {}), { 'doc': 'Set to false","('str', {'lower': 1}), { 'doc': 'A function from an imported","{'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Software ID.', 'ex':","s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer larger than","len(parts) != 13: mesg = f'CPE 2.3 string has {len(parts)}","be used for YARA evaluation engines.'}), )), ('it:app:yara:match', {}, (","{}), { 'doc': 'The host that the account logged in","('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other function calls within the","code that deleted data from the registry. May or may","('guid', {}), { 'doc': 'An instance of a host getting","function.'}), ('description', ('str', {}), { 'doc': 'Notes concerning the function.'}),","{}), { 'doc': 'A SHA256 hash of the memory map.","), 'forms': ( ('it:hostname', {}, ()), ('it:host', {}, ( ('name',","True, 'onespace': True}), { 'doc': 'The name of the network.',","'A brief description of the network.', }), ('org', ('ou:org', {}),","host running the process that read the registry. Typically the","True, 'split': ','}), { 'doc': 'An array of ATT&CK technique","'A Mitre ATT&CK Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str',","}), ('domain', ('it:domain', {}), { 'doc': 'The authentication domain that","engine name.' }), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}),","True, 'doc': 'The software version that contains the library.'}), ('lib',","('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc': 'The given software","LM password hash value.', }), ('hash:ntlm', ('hash:ntlm', {}), { 'doc':","read the file.', }), ('host', ('it:host', {}), { 'doc': 'The","('it:exec:proc', {}), { 'doc': 'An external process which created the","software which distributes the file.'}), ('file', ('file:bytes', {}), {'ro': True,","port of the flow that caused the hit.'}), ('dst', ('inet:addr',","is distributed by a specific software version.'}), ('it:prod:softlib', ('comp', {'fields':","{ 'doc': 'A mutex created by a process at runtime.',","or setting a registry key.', }), ('it:exec:reg:del', ('guid', {}), {","string inside a function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}), {","code that deleted the file. May or may not be","for the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc':","host requesting a URL.', }), ('it:exec:bind', ('guid', {}), { 'doc':","('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process","hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The source IPv4 address","c == ':': parts.append(part) part = '' continue part +=","{'ro': True, 'doc': 'The software version that contains the library.'}),","the process that deleted data from the registry. Typically the","'/home/visi', }), ('posix:shell', ('file:path', {}), { 'doc': \"The path to","await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name = nodes[0].get('name') if name:","}), ('src:exe', ('file:path', {}), { 'doc': 'The path to the","('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A software version contains","{}), { 'doc': 'A GUID that represents an account on","{ 'doc': 'The destination address of the trigger.'}), ('dst:ipv4', ('inet:ipv4',","process that read the file. Typically the same host referenced","'The name of the function.'}), ('description', ('str', {}), { 'doc':",")), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","group.', }), ('host', ('it:host', {}), { 'doc': 'The host where","number.', }), ('semver:patch', ('int', {}), { 'doc': 'Version patch number.',","{}), { 'doc': 'The path where the file was deleted.',","parts[10], 'target_hw': parts[11], 'other': parts[12], } return ':'.join(parts), {'subs': subs}","( ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The file","'The URL that documents the ATT&CK mitigation.', }), ('tag', ('syn:tag',","the URL retrieval..' }), ('client:port', ('inet:port', {}), { 'doc': 'The","('place', ('geo:place', {}), { 'doc': 'The place where the host","the registry key, if the value is binary data.', }),","network.' }), ('it:logon', ('guid', {}), { 'doc': 'A GUID that","information for. Notes: This first attempts to parse strings using","('it:hostsoft', {}, ( ('host', ('it:host', {}), {'ro': True, 'doc': 'Host","{ 'doc': 'NIST NVD Common Weaknesses Enumeration Specification', 'ex': 'CWE-120',","with read permissions.', }), ('perms:write', ('bool', {}), { 'doc': 'True","True, 'doc': 'The app software which listens for the android","('soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus product","True}), { 'ro': True, 'doc': 'The file extension of the","mutex was created.', }), ('name', ('it:dev:mutex', {}), { 'doc': 'The","'doc': 'The default installation path of the file.'}), )), ('it:hostsoft',","host.' }), ('place', ('geo:place', {}), { 'doc': 'The place where","android permission string.'}), ('it:os:android:intent', ('str', {}), { 'doc': 'An android","document the CVE ID.', }), )), ('it:sec:cpe', {}, ( ('part',","value used to calculate the password hash.', }), ('hash:md5', ('hash:md5',","user name of the process owner.', }), ('path', ('file:path', {}),","= ( (10, 'debug'), (20, 'info'), (30, 'notice'), (40, 'warning'),","logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String","('proc', ('it:exec:proc', {}), { 'doc': 'The host process which caused","('it:prod:softver', {}), {'ro': True, 'doc': 'The app software which broadcasts","the scope of the function.', }), )), ('it:reveng:funcstr', {}, (","{}, ( ('desc', ('str', {}), { 'doc': 'A free-form description","s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after stripping whitespace') subs =","on a host or network.' }), ('it:group', ('guid', {}), {","'A YARA rule match to a file.', }), ('it:app:yara:procmatch', ('guid',","of a YARA rule match to a process.', }), ('it:app:snort:rule',","{ 'doc': 'The username associated with the account', }), ('contact',","library.', }), ), 'interfaces': ( ('it:host:activity', { 'props': ( ('exe',","a process at runtime.', }), ('it:exec:pipe', ('guid', {}), { 'doc':","the activity started.'}), ), }), ), 'forms': ( ('it:hostname', {},","('syn:tag', {}), { 'doc': 'The synapse tag used to annotate","{ 'doc': 'The SHA1 password hash value.', }), ('hash:sha256', ('hash:sha256',","('str', {}), { 'doc': 'The log messsage text.', }), ('severity',","software version', }), ('cves', ('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted':","('it:adid', {}), { 'doc': 'An android advertising identification string.'}), ('it:os:android:perm',","from a filesystem.', }), ('it:exec:file:read', ('guid', {}), { 'doc': 'An","the thread.', }), ('created', ('time', {}), { 'doc': 'The time","salt value used to calculate the password hash.', }), ('hash:md5',","client during the URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), {","{ 'doc': 'The org that operates the given domain.', }),","opts=opts) if nodes: name = nodes[0].get('name') if name: await node.set('software:name',","deleted data from the registry. Typically the same host referenced","'ro': True, 'doc': 'The guid matching the function.'}), ('file', ('file:bytes',","ATT&CK software.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse","force version string [%s]', prop) def getModelDefs(self): modl = {","def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu):","time the named pipe was created.', }), ('name', ('it:dev:pipe', {}),",":path).', }), ('path:base', ('file:base', {}), { 'ro': True, 'doc': 'The","an alert on a specific antivirus signature.', }), ('it:av:prochit', ('guid',","the library was loaded.', }), ('va', ('int', {}), { 'doc':","string.'}), ('target_hw', ('str', {'lower': True, 'strip': True}), { 'ro': True,","created the mutex. May or may not be the same","process that wrote to the registry. Typically the same host","{}), { 'doc': 'The process ID.', }), ('time', ('time', {}),","with write permissions.', }), ('perms:execute', ('bool', {}), { 'doc': 'True","{}), { 'doc': 'The time that the AV engine detected","a file from a filesystem.', }), ('it:exec:file:write', ('guid', {}), {","('guid', {}), { 'doc': 'A memory mapped segment located in","'onespace': True}), { 'doc': 'The name of the group.', }),","self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu = valu.strip()","this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url',","version number.', }), ('semver:major', ('int', {}), { 'doc': 'Version major","'The time the data from the registry was deleted.', }),","executing code that created the mutex.', }), ('host', ('it:host', {}),","app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}), {'ro': True,","the ATT&CK mitigation.', }), ('desc', ('str', {'strip': True}), { 'doc':","}), ('sig', ('it:av:sig', {}), { 'doc': 'The signature that the","Typically the same host referenced in :proc, if present.', }),","is a library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()),","where the library was loaded in the process.', }), ('loaded',","'doc': 'Version minor number.', }), ('semver:patch', ('int', {}), { 'doc':","is binary data.', }), )), ('it:prod:soft', {}, ( ('name', ('str',","designated by a Common Vulnerabilities and Exposures (CVE) number.', 'ex':","{}), { 'doc': 'The current version of the rule.'}), )),","'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An","('it:host', {}), {'ro': True, 'doc': 'Host with the software.'}), ('softver',","('it:exec:proc', {}, ( ('host', ('it:host', {}), { 'doc': 'The host","{}), { 'doc': 'The last known location for the host.'","that operates the given host.', }), )), ('it:log:event', {}, (","{ 'doc': 'The NTLM password hash value.', }), ('passwd', ('inet:passwd',","originated.', }), )), ('it:hosturl', {}, ( ('host', ('it:host', {}), {","'Version minor number.', }), ('semver:patch', ('int', {}), { 'doc': 'Version","oldv): # Check to see if name is available and","'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A file is distributed by","nodes included in this ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references',","= node.get('software') if prop: opts = {'vars': {'soft': prop}} nodes","the mutex. May or may not be the same :exe","string. Args: valu (str): String to attempt to get version","{'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True, 'doc': 'A","memory was mapped.', }), ('va', ('int', {}), { 'doc': 'The","and set it if possible prop = node.get('software') if prop:","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"version\"","'The file path if the mmap is a mapped view","}), )), ('it:dev:str', {}, ( ('norm', ('str', {'lower': True}), {","'Observed/variant names for this software.', }), ('desc', ('str', {}), {","function.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The file","signature.' }), ('it:auth:passwdhash', ('guid', {}), { 'doc': 'An instance of","reading a file from a filesystem.', }), ('it:exec:file:write', ('guid', {}),","{}, { 'doc': 'A NIST CPE 2.3 Formatted String', }),","('time', {}), { 'doc': 'The time the logon session ended.',","field from the CPE 2.3 string.'}), ('version', ('str', {'lower': True,","('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The destination IPv4 address of","('str', {}), { 'doc': 'A description of the software.', 'disp':","'doc': 'The \"vendor\" field from the CPE 2.3 string.'}), ('product',","of the first codeblock of the function.'}), ('rank', ('int', {}),","s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu =","AV engine detected the signature.' }), )), ('it:auth:passwdhash', {}, (","'doc': 'The host thread which caused the activity.'}), ('host', ('it:host',","by a specific software version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft',","language : sw_edition : target_sw : target_hw : other *","hash value.', }), ('hash:lm', ('hash:lm', {}), { 'doc': 'The LM","that read the file. May or may not be the","'The android intent which is broadcast by the app.'}), )),","a semantic version string into its component parts. This normalizes","the new file. May or may not be the same","('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}), { 'doc': 'A url","{ 'doc': 'The library file that was loaded.', }), )),","('name', ('it:hostname', {}), { 'doc': 'The name of the host","raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part': parts[2], 'vendor': parts[3],","represents an individual logon/logoff event.' }), ('it:hosturl', ('comp', {'fields': (('host',","'doc': 'Version major number.', }), ('semver:minor', ('int', {}), { 'doc':","('str', {'strip': True}), { 'doc': 'A unique command-line string.', 'ex':","('time', {}), { 'doc': 'The time of the network flow","('it:prod:soft', ('guid', {}), { 'doc': 'A arbitrary, unversioned software product.',","group to a synapse ou:org.', }), ('name', ('ou:name', {}), {","'doc': 'The specific file containing code that deleted the file.","'An array of alternate names for the ATT&CK group.', }),","on.'}), )), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}), {'ro': True,","domain.', }), ('org', ('ou:org', {}), { 'doc': 'The org that","bound (listening) TCP port.' }), )), ('it:fs:file', {}, ( ('host',","version is known to be compatible with the given os","( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc': 'The given","}), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}),","True, 'strip': True}), { 'ro': True, 'doc': 'The \"part\" field","asyncio.CancelledError: # pragma: no cover raise except Exception: logger.exception('Failed to","{}), { 'doc': 'The SHA1 password hash value.', }), ('hash:sha256',","{}, ( ('host', ('it:host', {}), { 'doc': 'The host that","android permission requested by the app.'}), )), ('it:prod:softos', {}, (","process to the rule.'}), ('version', ('it:semver', {}), { 'doc': 'The","{}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software","which caused the activity.'}), ('host', ('it:host', {}), { 'doc': 'The","'doc': 'Semver build string.', }), ('url', ('inet:url', {}), { 'doc':","('inet:ipv4', {}), { 'doc': 'The source IPv4 address of the","','}), { 'doc': 'An array of ATT&CK software IDs used","patch) subs = {'major': major, 'minor': minor, 'patch': patch} return","try: valu, info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu,","{ 'doc': 'A logical boundary of authentication and configuration such","in :proc, if present.', }), ('exe', ('file:bytes', {}), { 'doc':","('it:exec:proc', {}), { 'doc': 'The process which contains the thread.',","return valu, {'subs': subs} def _normPyInt(self, valu): if valu <","info = s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if len(parts) !=","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"product\"","executable for DLLs loaded by that program.', }), ('cmd', ('it:cmd',","the group.', }), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted':","password hash value.', }), ('hash:sha1', ('hash:sha1', {}), { 'doc': 'The","Windows Security Identifier of the account.', }), ('groups', ('array', {'type':","'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':","occurred.'}), ('time', ('time', {}), { 'doc': 'The time that the","android intent which is broadcast by the app.'}), )), ('it:prod:softver',","that matched the YARA rule.'}), ('version', ('it:semver', {}), { 'doc':","'The user name of the process owner.', }), ('path', ('file:path',","was written to/modified.', }), ('path:dir', ('file:path', {}), { 'ro': True,","{ 'doc': 'The name of a host or system.', }),","(('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}), { 'doc': 'A signature","version.'}), )), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True,","('semver:major', ('int', {}), { 'doc': 'Version major number.', }), ('semver:minor',","{ 'doc': 'An advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}),","used for YARA evaluation engines.'}), )), ('it:app:yara:match', {}, ( ('rule',","('guid', {}), { 'doc': 'A logical boundary of authentication and","{}), {'ro': True, 'doc': 'The library software version.'}), )), ('it:prod:softfile',","{}), {'ro': True, 'doc': 'The software version that contains the","{}), { 'doc': 'Used to map an ATT&CK group to","the registry was deleted.', }), ('reg', ('it:dev:regval', {}), { 'doc':","('it:exec:reg:del', ('guid', {}), { 'doc': 'An instance of a host","True, 'doc': 'The \"sw_edition\" field from the CPE 2.3 string.'}),","hosted on or served by a host or system.', }),",")), ('it:reveng:impfunc', {}, ()), ), } name = 'it' return",")), ('it:sec:cwe', {}, ( ('name', ('str', {}), { 'doc': 'The","1152921504606846975 as a semver.') major, minor, patch = s_version.unpackVersion(valu) valu","Buffer Overflow)', }), ('desc', ('str', {}), { 'doc': 'The CWE","minor number.', }), ('semver:patch', ('int', {}), { 'doc': 'Version patch","( ('rule', ('it:app:yara:rule', {}), { 'ro': True, 'doc': 'The YARA","YARA rule match to a file.', }), ('it:app:yara:procmatch', ('guid', {}),","True, 'strip': True}), { 'doc': 'Name of the software.', }),","('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {}, ( ('key',","'Set to True if the software is a library.'}), )),","('severity', ('int', {'enums': loglevels}), { 'doc': 'A log level integer","included in this ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }), ('references',","}), ('names', ('array', {'type': 'str', 'uniq': True, 'sorted': True}), {","True, 'doc': 'A reference to a string inside a function.',","GUID that represents a host or system.' }), ('it:log:event', ('guid',","('it:host', {}), { 'doc': 'The host on which the activity","memory map. Bytes may optionally be present in the axon.',","parsed out and available as strings if that information is","a process.', }), ('it:exec:loadlib', ('guid', {}), { 'doc': 'A library","into its component parts. This normalizes a version string into","'doc': 'The operating system of the host.' }), ('manu', ('str',","{ 'doc': 'The main process executing code that read the","code that deleted data from the registry.', }), ('host', ('it:host',","the client during the URL retrieval..' }), ('client:port', ('inet:port', {}),","domain where the account is registered.', }), ('posix:uid', ('int', {}),","import synapse.lib.types as s_types import synapse.lib.module as s_module import synapse.lib.version","product model of the host.', }), ('serial', ('str', {}), {","}), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The parent","from version str await node.snap.addNode('it:dev:str', prop) # form the semver","process. May be an actual or a virtual / notional","retrieval..' }), ('client:port', ('inet:port', {}), { 'doc': 'The client port","{}), { 'doc': 'The SHA512 password hash value.', }), ('hash:lm',","read the file. Typically the same host referenced in :proc,","a version string into an integer to allow version ordering.","{ 'doc': 'The given software requests the android permission.'}), ('it:os:android:ilisten',","}), ('user', ('inet:user', {}), { 'doc': 'The user name of","a virtual / notional host.', }), ('exe', ('file:bytes', {}), {","wrote to the file. Typically the same host referenced in","'doc': 'A brief description of the network.', }), ('org', ('ou:org',","parts try: valu, subs = self.bruteVersionStr(prop) await node.set('semver', valu) for","'doc': 'The CWE description field.', 'disp': {'hint': 'text'}, }), ('url',","subs except s_exc.BadTypeValu: # Try doing version part extraction by","was loaded.', }), )), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}),","subs async def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async def","{ 'doc': 'The specific file containing code that deleted data","logon/logoff event.' }), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}),","('it:log:event', {}, ( ('mesg', ('str', {}), { 'doc': 'The log","the logon session ended.', }), ('host', ('it:host', {}), { 'doc':","'A description of the ATT&CK software.', 'disp': {'hint': 'text'}, }),","the file.', }), ('group', ('inet:user', {}), { 'doc': 'The group","('it:exec:thread', {}), { 'doc': 'The host thread which caused the","{}), { 'doc': 'The user ID of the account.', 'ex':","'The YARA rule that matched the file.'}), ('proc', ('it:exec:proc', {}),","}), ('time', ('time', {}), { 'doc': 'The time the mutex",")), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","'doc': 'The most recent version of the rule evaluated as","guid matching the function.'}), ('string', ('str', {}), { 'ro': True,","'doc': 'Associated names for the ATT&CK software.', }), ('desc', ('str',",")), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}), { 'ro': True,","'doc': 'The time the logon occured.', }), ('success', ('bool', {}),","the file was deleted.', }), ('path', ('file:path', {}), { 'doc':","(('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A YARA rule match","process.', }), ('it:cmd', ('str', {'strip': True}), { 'doc': 'A unique","member of this group.', }), ('posix:gid', ('int', {}), { 'doc':","created in the process.', }), ('size', ('int', {}), { 'doc':","that created the mutex. May or may not be the","('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Tactic","('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An instance","'ro': True, 'doc': 'The file that contains the function.'}), ('va',","'doc': 'The \"sw_edition\" field from the CPE 2.3 string.'}), ('target_sw',","{}), { 'doc': 'The URL that documents the ATT&CK mitigation.',","('str', {}), { 'doc': 'A brief description of the domain.',","the thread.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'An external","{}), { 'doc': 'The exit code or return value for","('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to imported library functions","unique identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}),","prop) # form the semver properly or bruteforce parts try:","URL. Typically the same host referenced in :proc, if present.',","'doc': 'The path where the file was written to/modified.', }),","on which the activity occurred.'}), ('time', ('time', {}), { 'doc':","= self._splitCpe23(text) if len(parts) != 13: mesg = f'CPE 2.3","}), ('it:adid', ('str', {'lower': True, 'strip': True}), { 'doc': 'An","('array', {'type': 'ou:name', 'uniq': True, 'sorted': True}), { 'doc': 'An","}), ('author:acct', ('inet:web:acct', {}), { 'deprecated': True, 'doc': 'Web account","'The \"target_sw\" field from the CPE 2.3 string.'}), ('target_hw', ('str',","{'lower': True, 'strip': True}), { 'doc': 'Name of the software.',","the logon session.', }), ('client:host', ('it:host', {}), { 'doc': 'The","('it:host', {}), { 'doc': 'The host that executed the process.","('sig:name', ('str', {'lower': True}), { 'ro': True, 'doc': 'The signature","the domain.', }), ('org', ('ou:org', {}), { 'doc': 'The org","The comparable integer value representing the semver is the bitwise","'doc': 'The destination IPv4 address of the flow that caused","library load event in a process.', }), ('it:exec:mmap', ('guid', {}),","from.', }), )), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}), {'ro':","IDs addressed by the mitigation.', }), )), ('it:dev:int', {}, ()),","key or value that was read.', }), )), ('it:exec:reg:set', {},","android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}),","{}), { 'doc': 'The MD5 password hash value.', }), ('hash:sha1',","the account.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'An","the CPE 2.3 string.'}), ('other', ('str', {'lower': True, 'strip': True}),","('host', ('it:host', {}), { 'doc': 'The host where the account","Weaknesses Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}),","('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An","description.', }), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted': True,","the process that created the named pipe. Typically the same","('array', {'type': 'str', 'uniq': True, 'sorted': True}), { 'doc': 'Associated","{}), { 'doc': 'The path where the file was created.',","('pid', ('int', {}), { 'doc': 'The process ID.', }), ('time',","time the logon session ended.', }), ('host', ('it:host', {}), {","subs = s_version.parseVersionParts(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr',","which contains the signature.', }), )), ('it:av:prochit', {}, ( ('proc',","'A YARA rule unique identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule',","and patch levels. Prerelease and build information will be parsed","}), ('author:person', ('ps:person', {}), { 'deprecated': True, 'doc': 'Person who","if the value is an integer.', }), ('bytes', ('file:bytes', {}),","of the software.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True,","'doc': 'The library file that was loaded.', }), )), ('it:exec:mmap',","file.'}), ('file', ('file:bytes', {}), {'ro': True, 'doc': 'The file distributed","('unloaded', ('time', {}), { 'doc': 'The time the library was","was read.', }), )), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}),","('author:org', ('ou:org', {}), { 'deprecated': True, 'doc': 'Organization which authored","that read the registry. May or may not be the","name for the ATT&CK software.', }), ('names', ('array', {'type': 'str',","address of the flow that caused the hit.'}), ('dst:ipv6', ('inet:ipv6',","part += c except StopIteration: parts.append(part) return parts def _normPyStr(self,","True}), { 'ro': True, 'doc': 'The \"target_sw\" field from the","'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A version of a software","caused the activity.'}), ('host', ('it:host', {}), { 'doc': 'The host","'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An","containing code that created the named pipe. May or may","{ 'ro': True, 'doc': 'The signature name.' }), ('desc', ('str',","the new file.', }), ('host', ('it:host', {}), { 'doc': 'The","'The time the file was created.', }), ('path', ('file:path', {}),","'doc': 'The time the file was written to/modified.', }), ('path',","present on a given host.', }), ('it:av:sig', ('comp', {'fields': (('soft',","('bool', {}), { 'doc': 'Set to True if the software","{}), { 'doc': 'A named pipe created by a process","True, 'strip': True}), { 'ro': True, 'doc': 'The \"edition\" field","of the flow that caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}),","registered.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'Groups that","string.'}), ('language', ('str', {'lower': True, 'strip': True}), { 'ro': True,","time the registry was read.', }), ('reg', ('it:dev:regval', {}), {",")}), { 'doc': 'The given software broadcasts the given Android","}), ('it:exec:mmap', ('guid', {}), { 'doc': 'A memory mapped segment","'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A URL linking","names for this software version.', }), ('cpe', ('it:sec:cpe', {}), {","registry key or value that was read.', }), )), ('it:exec:reg:set',","tactics that include this technique.', }), )), ('it:mitre:attack:software', {}, (","to brute force version string [%s]', prop) def getModelDefs(self): modl","'doc': 'A GUID representing an individual log event.', 'interfaces': ('it:host:activity',),","software version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), {","was created.', }), ('deleted', ('time', {}), { 'doc': 'The time","{ 'doc': 'The specific file containing code that bound the","a host or system.' }), ('it:log:event', ('guid', {}), { 'doc':","{ 'doc': 'A Mitre ATT&CK Tactic ID.', 'ex': 'TA0040', }),","}), ('it:exec:file:read', ('guid', {}), { 'doc': 'An instance of a","or system.', }), ('desc', ('str', {}), { 'doc': 'A free-form","host creating or setting a registry key.', }), ('it:exec:reg:del', ('guid',","default installation path of the file.'}), )), ('it:hostsoft', {}, (","ID of the account.', 'ex': '1001', }), ('posix:gecos', ('int', {}),","'doc': 'The file representing the value of the registry key,","('src', ('inet:addr', {}), { 'doc': 'The source address of flow","}), ('it:group', ('guid', {}), { 'doc': 'A GUID that represents","s_version.parseSemver(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to","}), )), ('it:sec:cve', {}, ( ('desc', ('str', {}), { 'doc':","True, 'strip': True}), { 'ro': True, 'doc': 'The \"target_hw\" field","('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A YARA","'URL available on the host.', }), )), ('it:dev:str', {}, (","'A description of the software.', 'disp': {'hint': 'text'}, }), ('desc:short',","from :path).', }), ('path:ext', ('str', {'lower': True, 'strip': True}), {","}), ('org', ('ou:org', {}), { 'doc': 'The org that operates","software version.', }), ('vers', ('it:dev:str', {}), { 'doc': 'Version string","'doc': 'Notes concerning the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), {","inet:addr of the server when binding the port.' }), ('server:ipv4',","{ 'doc': 'The place where the host resides.', }), ('loc',","identifier.', }), ('it:app:snort:hit', ('guid', {}), { 'doc': 'An instance of","system.', }), ('desc', ('str', {}), { 'doc': 'A free-form description","('it:dev:mutex', ('str', {}), { 'doc': 'A string representing a mutex.',","developer selected integer constant.', }), ('it:dev:regkey', ('str', {}), { 'doc':","text left after stripping whitespace') subs = s_version.parseSemver(valu) if subs","on.' }), ('time', ('time', {}), { 'doc': 'The time that","True}), { 'doc': 'The name of the group.', }), ('desc',","Microsoft Windows Security Identifier of the account.', }), ('groups', ('array',","('inet:user', {}), { 'doc': 'The user name of the process","('str', {}), { 'doc': 'Semver prerelease string.', }), ('semver:build', ('str',","True, 'doc': 'The file that triggered the signature hit.', }),","logon originated.', }), )), ('it:hosturl', {}, ( ('host', ('it:host', {}),","{'ro': True, 'doc': 'Software on the host.'}) )), ('it:av:sig', {},","}), ('strings', ('array', {'type': 'it:dev:str', 'uniq': True}), { 'doc': 'An","= s_version.fmtVersion(major, minor, patch) return valu loglevels = ( (10,","('target_sw', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","for information about the signature.', }) )), ('it:av:filehit', {}, (","{ 'ro': True, 'doc': 'The YARA rule that matched the","('user', ('inet:user', {}), { 'doc': 'The username associated with the","matched the YARA rule.'}), ('time', ('time', {}), { 'doc': 'The","in this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type':","'The command string used to launch the process, including any","'doc': 'The process which created the process.' }), ('killedby', ('it:exec:proc',","'doc': 'The rule enabled status to be used for YARA","True}), { 'doc': 'A short description of the software.', }),","URL that documents the ATT&CK software.', }), ('tag', ('syn:tag', {}),","}), ('killedby', ('it:exec:proc', {}), { 'doc': 'The process which killed","( ('text', ('str', {}), { 'doc': 'The YARA rule text.',","('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey',","a string inside a function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}),","'doc': 'The path for the file.', }), ('path:dir', ('file:path', {}),","rule.'}), ('src', ('inet:addr', {}), { 'doc': 'The source address of","'doc': 'A description of the ATT&CK technique.', 'disp': {'hint': 'text'},","('it:domain', ('guid', {}), { 'doc': 'A logical boundary of authentication","Size of Input (Classic Buffer Overflow)', }), ('desc', ('str', {}),","the library was loaded.', }), ('unloaded', ('time', {}), { 'doc':","{'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A YARA rule","the software.', }), ('isos', ('bool', {}), { 'doc': 'Set to","}), )), ('it:app:snort:rule', {}, ( ('text', ('str', {}), { 'doc':","time.', }), ('atime', ('time', {}), { 'doc': 'The file access","'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft","('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm',","instance of a function in an executable.', }), ('it:reveng:funcstr', ('comp',","'doc': 'A Mitre ATT&CK Software ID.', 'ex': 'S0154', }), ('it:dev:str',","Identifier of the account.', }), ('groups', ('array', {'type': 'it:group'}), {","host.', }), ('exe', ('file:bytes', {}), { 'doc': 'The file considered","of the group.', }), ('desc', ('str', {}), { 'doc': 'A","'doc': 'The file creation time.', }), ('mtime', ('time', {}), {","that wrote to / modified the existing file.', }), ('host',","'doc': 'The host running the process that bound the listening","{}), { 'doc': 'The file that was read.', }), )),","loglevels = ( (10, 'debug'), (20, 'info'), (30, 'notice'), (40,","'doc': 'The username associated with the account', }), ('contact', ('ps:contact',","}), ('name', ('str', {'lower': True}), { 'ro': True, 'doc': 'The","{ 'doc': 'The IPv4 address specified to bind().' }), ('server:ipv6',","prop) def getModelDefs(self): modl = { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer',","string into an integer to allow version ordering. Prerelease information","Provides support for parsing a semantic version string into its","('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common Weaknesses","IDs used by the group.', }), )), ('it:mitre:attack:tactic', {}, (","registry. Typically the same host referenced in :proc, if present.',","CPE 2.3 string.'}), ('update', ('str', {'lower': True, 'strip': True}), {","s_types.Str.__init__(self, modl, name, info, opts) def _splitCpe23(self, text): part =","the signature hit.', }), ('sig', ('it:av:sig', {}), { 'ro': True,","('inet:passwd', {}), { 'doc': 'The (optional) clear text password for","thread.', }), ('created', ('time', {}), { 'doc': 'The time the","calculate the password hash.', }), ('hash:md5', ('hash:md5', {}), { 'doc':","{ 'doc': 'The file creation time.', }), ('mtime', ('time', {}),","{}, ( ('name', ('it:hostname', {}), { 'doc': 'The name of","created.', }), ('name', ('it:dev:mutex', {}), { 'doc': 'The mutex string.',","{}), { 'doc': 'The IPv4 of the client during the","('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}), { 'ro': True, 'doc':","false to indicate an unsuccessful logon attempt.', }), ('logoff:time', ('time',","{ 'doc': 'The host where the account is registered.', }),","}), )), ('it:sec:cpe', {}, ( ('part', ('str', {'lower': True, 'strip':","), 'types': ( ('it:hostname', ('str', {'strip': True, 'lower': True}), {","function.', }), )), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}), {","as a match.'}), )), ('it:reveng:function', {}, ( ('name', ('str', {}),","with this version instance.', }), ('software:name', ('str', {'lower': True, 'strip':","update : edition : language : sw_edition : target_sw :","the snort rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current","may optionally be present in the axon.', }), )), ('it:exec:mutex',","file that matched the YARA rule.'}), ('version', ('it:semver', {}), {","{ 'part': parts[2], 'vendor': parts[3], 'product': parts[4], 'version': parts[5], 'update':","True}), { 'ro': True, 'doc': 'The signature name.', }), ('sig:soft',","{ 'doc': 'The path where the file was deleted.', }),","}), )), ('it:logon', {}, ( ('time', ('time', {}), { 'doc':","('author:acct', ('inet:web:acct', {}), { 'deprecated': True, 'doc': 'Web account of","server when binding the port.' }), ('server:ipv4', ('inet:ipv4', {}), {","are a member of this group.', }), ('posix:gid', ('int', {}),","endpoint) or virtual (e.g., malware sandbox) host.', }), ('it:exec:thread', ('guid',","= s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch) return valu loglevels","name='bruteVersionStr', mesg='Unable to brute force version parts out of the","'doc': 'The snort rule that matched the file.'}), ('flow', ('inet:flow',","( ('org', ('ou:org', {}), { 'doc': 'Used to map an","{}), { 'deprecated': True, 'doc': 'Person who authored the software.',","the value is binary data.', }), )), ('it:prod:soft', {}, (","}), ('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc': 'A function from","('inet:port', {}), { 'doc': 'The client port during the URL","process executing code that read the file.', }), ('host', ('it:host',","present.', }), ('time', ('time', {}), { 'doc': 'The time the","}), )), ('it:account', {}, ( ('user', ('inet:user', {}), { 'doc':","{ 'doc': 'A GUID that represents a host or system.'","the software is available from.', }), )), ('it:prod:softlib', {}, (","'doc': 'The account that logged in.', }), ('creds', ('auth:creds', {}),","'it:sec:cwe', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An",":path).', }), ('path:ext', ('str', {'lower': True, 'strip': True}), { 'ro':","password hash value.', }), ('hash:lm', ('hash:lm', {}), { 'doc': 'The","}), ('client', ('inet:client', {}), { 'doc': 'The address of the","the file triggered on.' }), ('sig:name', ('str', {'lower': True}), {","'An external process which created the thread.', }), ('src:thread', ('it:exec:thread',","time the mutex was created.', }), ('name', ('it:dev:mutex', {}), {","{}), { 'ro': True, 'doc': 'The final component of the","matching the function.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc':","'doc': 'An array of URLs that document the ATT&CK mitigation.',","base memory address where the map was created in the","# pragma: no cover raise except Exception: logger.exception('Failed to brute","}), ('it:log:event', ('guid', {}), { 'doc': 'A GUID representing an","'A list of CVEs that apply to this software version.',","True, 'doc': 'URL available on the host.', }), )), ('it:dev:str',","'The file modification time.', }), ('atime', ('time', {}), { 'doc':","product.', }), ('it:adid', ('str', {'lower': True, 'strip': True}), { 'doc':","'doc': 'The value of the registry key, if the value","the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The","YARA rule match to a process.', }), ('it:app:snort:rule', ('guid', {}),","loaded.', }), )), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}), {","{}), { 'doc': 'The time the thread was created.', }),","the registry was written to.', }), ('reg', ('it:dev:regval', {}), {","rule evaluated as a match.'}), )), ('it:reveng:function', {}, ( ('name',","= iter(text) try: while True: c = next(genr) if c","of the rule evaluated as a match.'}), )), ('it:reveng:function', {},","code for the process.', }), ('user', ('inet:user', {}), { 'doc':","the hit.'}), ('time', ('time', {}), { 'doc': 'The time of","{ 'doc': 'A process executing on a host. May be","description.', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':","exited.', }), ('exitcode', ('int', {}), { 'doc': 'The exit code","specific software version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib',","this network.', }), ('net6', ('inet:net6', {}), { 'doc': 'The optional","{}), { 'doc': 'The specific file containing code that requested","pragma: no cover raise except Exception: logger.exception('Failed to brute force","('time', {}), { 'doc': 'The time that the YARA engine","(listening) TCP port.' }), )), ('it:fs:file', {}, ( ('host', ('it:host',","annotate nodes included in this ATT&CK group ID.', 'ex': 'cno.mitre.g0100',","the file was deleted.', }), ('path:dir', ('file:path', {}), { 'ro':","), 'interfaces': ( ('it:host:activity', { 'props': ( ('exe', ('file:bytes', {}),","CPE 2.3 string.'}), )), ('it:sec:cwe', {}, ( ('name', ('str', {}),","'The given software requests the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields':","* = \"any\" - = N/A ''' def __init__(self, modl,","'The LM password hash value.', }), ('hash:ntlm', ('hash:ntlm', {}), {","'doc': 'The executable file which caused the activity.'}), ('proc', ('it:exec:proc',",")), ('it:app:snort:rule', {}, ( ('text', ('str', {}), { 'doc': 'The","IPv6 address of the flow that caused the hit.'}), ('src:port',","'A unique command-line string.', 'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex',","s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force version parts out of","ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':","of the flow that caused the hit.'}), ('dst', ('inet:addr', {}),","to false to indicate an unsuccessful logon attempt.', }), ('logoff:time',","from a filesystem.', }), ('it:exec:file:write', ('guid', {}), { 'doc': 'An","other * = \"any\" - = N/A ''' def __init__(self,","('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc':","('str', {'lower': True}), { 'doc': 'A short description of the","'Email address of the sofware author.', }), ('author:person', ('ps:person', {}),","the process.' }), ('killedby', ('it:exec:proc', {}), { 'doc': 'The process","rundll32.exe may be considered the \"main\" executable for DLLs loaded","'The main process executing code that read the file.', }),","'crit'), (70, 'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule): async def","a software product which is present on a given host.',","'A raw JSON record of the log event.', }), )),","'emerg'), ) class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr)","}), ('client:host', ('it:host', {}), { 'doc': 'The host where the","{}), { 'doc': 'The specific file containing code that created","to launch the process, including any command line parameters.', 'disp':","with this version instance.', }), ('vers:norm', ('str', {'lower': True}), {","of a function in an executable.', }), ('it:reveng:funcstr', ('comp', {'fields':","('arch', ('it:dev:str', {}), { 'doc': 'Software architecture.', }), ('released', ('time',","the \"main\" executable for DLLs loaded by that program.', }),","{}), { 'ro': True, 'doc': 'The file that contains the","operating system.'}), ('os', ('it:prod:softver', {}), {'ro': True, 'doc': 'The operating","of the software was released.', }), ('semver', ('it:semver', {}), {","{'ro': True, 'doc': 'The app software which listens for the","authentication domain where the account is registered.', }), ('posix:uid', ('int',","('str', {}), { 'doc': 'A free-form description of the host.',","('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software which can","}), ('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A","read.', }), )), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}), {","valu loglevels = ( (10, 'debug'), (20, 'info'), (30, 'notice'),","program.', }), ('cmd', ('it:cmd', {}), { 'doc': 'The command string","'doc': 'The SHA1 password hash value.', }), ('hash:sha256', ('hash:sha256', {}),","deleted the file. May or may not be the same","'The SHA512 password hash value.', }), ('hash:lm', ('hash:lm', {}), {","True, 'strip': True}), { 'ro': True, 'doc': 'The \"sw_edition\" field","ATT&CK tactic.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse","string used to launch the process, including any command line","path to the executable of the process.', }), ('src:exe', ('file:path',","{}), { 'doc': 'A GUID representing an individual log event.',","('hash:sha512', ('hash:sha512', {}), { 'doc': 'The SHA512 password hash value.',","process executing code that deleted data from the registry.', }),","'strip': True}), { 'ro': True, 'doc': 'The file extension of","that created the named pipe.', }), ('host', ('it:host', {}), {","vendor : product : version : update : edition :","('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc':","('perms:write', ('bool', {}), { 'doc': 'True if the mmap is","of the software.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The","for the node.', }), ('os', ('it:prod:softver', {}), { 'doc': 'The","'The main process executing code that wrote to the registry.',","running the process that wrote to the registry. Typically the","}), ('released', ('time', {}), { 'doc': 'Timestamp for when this","'doc': 'The name of the snort rule.'}), ('version', ('it:semver', {}),","('path', ('file:path', {}), { 'doc': 'The path that the library","of flow that caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}), {","version ordering. Prerelease information is disregarded for integer comparison purposes,","'doc': 'The IPv6 address specified to bind().' }), ('server:port', ('inet:port',","a snort rule hit.', }), ('it:reveng:function', ('guid', {}), { 'doc':","field.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':","was bound.', }), ('server', ('inet:server', {}), { 'doc': 'The inet:addr","{ 'doc': 'A string representing a mutex.', }), ('it:dev:int', ('int',","May be an actual (e.g., endpoint) or virtual (e.g., malware","'Used to map an ATT&CK group to a synapse ou:org.',","{ 'doc': 'The host running the process that wrote to","('proc', ('it:exec:proc', {}), { 'doc': 'The process where the library","('guid', {}), { 'doc': 'A GUID that represents a group","('softver', ('it:prod:softver', {}), {'ro': True, 'doc': 'Software on the host.'})","information associated with this account.', }), ('host', ('it:host', {}), {","name within the namespace of an antivirus engine name.' }),","{}), { 'doc': 'A function inside an executable.', }), ('it:reveng:filefunc',","the domain.', }), ('desc', ('str', {}), { 'doc': 'A brief","ATT&CK Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}),","'An instance of a host requesting a URL.', }), ('it:exec:bind',","specific file containing code that deleted the file. May or","for YARA evaluation engines.'}), )), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule',","that the file triggered on.' }), ('time', ('time', {}), {","behavior.'}), ('complexity', ('int', {}), { 'doc': 'The complexity of the","a member of.', }), )), ('it:group', {}, ( ('name', ('str',","'The URL that documents the ATT&CK group.', }), ('tag', ('syn:tag',","that information is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr)","{ 'doc': 'A unique command-line string.', 'ex': 'foo.exe --dostuff bar',","'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12],","indicate an unsuccessful logon attempt.', }), ('logoff:time', ('time', {}), {","loglevels}), { 'doc': 'A log level integer that increases with","{}), { 'doc': 'The time the library was unloaded.', }),","'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre","of the ATT&CK mitigation.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',","s_version.parseVersionParts(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to","of the software is available from.', }), )), ('it:prod:softlib', {},","for k, v in subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError:","that wrote to the file. May or may not be","the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other function","the CPE 2.3 string.'}), ('vendor', ('ou:name', {}), { 'ro': True,","this CWE to a full description.', }), ('parents', ('array', {'type':","{'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc':","True, 'onespace': True}), { 'doc': 'The name of the group.',","','}), { 'doc': 'An array of ChildOf CWE Relationships.' }),","included in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array',","to a process.', }), ('it:app:snort:rule', ('guid', {}), { 'doc': 'A","True, 'doc': 'The \"vendor\" field from the CPE 2.3 string.'}),","function calls within the scope of the function.', }), )),","'doc': 'The name of the group.', }), ('desc', ('str', {}),","'doc': 'The duration of the logon session.', }), ('client:host', ('it:host',","executing code that bound the listening port.', }), ('host', ('it:host',","{ 'doc': 'The main process executing code that created the","advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An android","('loaded', ('time', {}), { 'doc': 'The time the library was","'The path that the library was loaded from.', }), ('file',","which listens for the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro':","self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute force the version","with the account', }), ('contact', ('ps:contact', {}), { 'doc': 'Additional","'The host where the group is registered.', }), ('domain', ('it:domain',","True}), { 'doc': 'The name of the network.', }), ('desc',","}), ('time', ('time', {}), { 'doc': 'The time the port","'doc': 'The client port during the URL retrieval..' }), )),","{ 'doc': 'The specific file containing code that wrote to","IPv4 where the logon originated.', }), ('client:ipv6', ('inet:ipv6', {}), {","host deleting a file from a filesystem.', }), ('it:exec:file:read', ('guid',","ATT&CK technique IDs used by the group.', }), ('software', ('array',","}), ('success', ('bool', {}), { 'doc': 'Set to false to","('desc', ('str', {}), { 'doc': 'A description of the software.',","= \"any\" - = N/A ''' def __init__(self, modl, name,","try: valu, subs = self.bruteVersionStr(prop) await node.set('semver', valu) for k,","to the POSIX account's default shell.\", 'ex': '/bin/bash', }), ('windows:sid',","}), ), 'interfaces': ( ('it:host:activity', { 'props': ( ('exe', ('file:bytes',","'doc': 'A Mitre ATT&CK Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software',","array of ATT&CK technique IDs addressed by the mitigation.', }),","('it:exec:reg:get', ('guid', {}), { 'doc': 'An instance of a host","{}), { 'doc': 'The time the memory map was created.',","'A process executing on a host. May be an actual","('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows Security Identifier of","('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split': ','}), {","the process that wrote to the registry. Typically the same","{ 'doc': 'A snort rule unique identifier.', }), ('it:app:snort:hit', ('guid',","valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string is expected to start","'doc': 'The primary group ID of the account.', 'ex': '1001',","ATT&CK technique.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse","'The address of the client during the URL retrieval.' }),","{}), { 'doc': 'The base memory address where the library","contain the current value for the technique.', }), ('desc', ('str',","'doc': 'The specific file containing code that read the file.","full description.', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {","'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc': 'The given software broadcasts","('inet:user', {}), { 'doc': 'The group owner of the file.',","'doc': 'An array of URLs that document the ATT&CK technique.',","software.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}),","filesystem.', }), ('it:exec:reg:get', ('guid', {}), { 'doc': 'An instance of","def _onFormMakeDevStr(self, node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async","account logged in to.', }), ('account', ('it:account', {}), { 'doc':","{}), { 'doc': 'The main process executing code that deleted","('str', {'lower': True}), { 'doc': 'Normalized version of the version","{ 'doc': 'The synapse tag used to annotate nodes included","of the domain.', }), ('org', ('ou:org', {}), { 'doc': 'The","'doc': 'The host where the account is registered.', }), ('domain',","{ 'doc': 'The time the data from the registry was","'The primary name for the ATT&CK mitigation.', }), ('desc', ('str',","by a process at runtime.', }), ('it:exec:pipe', ('guid', {}), {","'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST","import asyncio import logging import synapse.exc as s_exc import synapse.lib.types","'The path where the file was created.', }), ('path:dir', ('file:path',","intent which is listened for by the app.'}), )), ('it:os:android:ibroadcast',","given host.', }), )), ('it:log:event', {}, ( ('mesg', ('str', {}),","}), ('it:exec:pipe', ('guid', {}), { 'doc': 'A named pipe created","'A reference to a string inside a function.', }), ('it:reveng:impfunc',","}), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'The SHA256 password hash","'doc': 'The YARA rule that matched the file.'}), ('file', ('file:bytes',","considered the \"main\" executable for the process. For example, rundll32.exe","{}), { 'doc': 'The sensor host node that produced the","version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), {","subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string","'doc': 'A reference URL for information about the signature.', })","('str', {}), { 'doc': 'A description of the ATT&CK group.',","ATT&CK group to a synapse ou:org.', }), ('name', ('ou:name', {}),","'it:group'}), { 'doc': 'An array of groups that the account","'doc': 'Email address of the sofware author.', }), ('author:person', ('ps:person',","return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int): ''' Provides support for","'The current version of the rule.'}), ('enabled', ('bool', {}), {","ATT&CK software IDs used by the group.', }), )), ('it:mitre:attack:tactic',","named pipe. May or may not be the same :exe","'doc': 'The authentication domain that the host is a member","node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node, oldv): # Check to","True, 'doc': 'The software which can run on the operating","'doc': 'Calls to imported library functions within the scope of","the mmap is mapped with execute permissions.', }), ('created', ('time',","('exe', ('file:bytes', {}), { 'doc': 'The executable file which caused","'sorted': True, 'split': ','}), { 'doc': 'An array of ATT&CK","\"vendor\" field from the CPE 2.3 string.'}), ('product', ('str', {'lower':","'doc': 'The guid matching the function.'}), ('file', ('file:bytes', {}), {","registry was read.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The","which caused the activity.'}), ('thread', ('it:exec:thread', {}), { 'doc': 'The","an individual log event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}),","URL was requested.', }), ('url', ('inet:url', {}), { 'doc': 'The","{ 'ro': True, 'doc': 'The file that matched the YARA","tactic.', }), )), ('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip': True}),","software product.', }), ('it:adid', ('str', {'lower': True, 'strip': True}), {","{}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main process","('guid', {}), { 'doc': 'A arbitrary, unversioned software product.', }),","integer comparison purposes, as we cannot map an arbitrary pre-release","node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str',","{}), { 'doc': 'A GUID that represents a host or","broadcasts the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc':","True, 'strip': True}), { 'doc': 'An advertising identification string.'}), ('it:os:windows:sid',","c except StopIteration: parts.append(part) return parts def _normPyStr(self, valu): if","('duration', {}), { 'doc': 'The duration of the logon session.',","that document the CVE ID.', }), )), ('it:sec:cpe', {}, (","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"language\"","as integers, with a max width of 20 bits. The","ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If deprecated,","{}), { 'doc': 'The inet:flow that matched the snort rule.'}),","that caused the hit.'}), ('dst:port', ('inet:port', {}), { 'doc': 'The","('guid', {}), { 'doc': 'A GUID that represents an individual","}), ('semver:pre', ('str', {}), { 'doc': 'Semver prerelease string.', }),","'The source IPv4 address of the flow that caused the","{'subs': subs} class SemVer(s_types.Int): ''' Provides support for parsing a","{ 'doc': 'An instance of a host adding a file","('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The","'doc': 'A URL linking this CWE to a full description.',","('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}),","{'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The given","the existing file.', }), ('host', ('it:host', {}), { 'doc': 'The","a member of this group.', }), ('posix:gid', ('int', {}), {","('it:app:yara:rule', {}, ( ('text', ('str', {}), { 'doc': 'The YARA","c == '\\\\': c += next(genr) if c == ':':","{ 'deprecated': True, 'doc': 'Person who authored the software.', }),","the software author.', }), ('author:email', ('inet:email', {}), { 'deprecated': True,","('name', ('str', {'lower': True})))}), { 'doc': 'A signature name within","{ 'doc': 'A Mitre ATT&CK Mitigation ID.', 'ex': 'M1036', }),","'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {","'doc': 'The file extension of the file name (parsed from","}), ('it:host', ('guid', {}), { 'doc': 'A GUID that represents","network.', }), ('org', ('ou:org', {}), { 'doc': 'The org that","of this network.', }), )), ('it:account', {}, ( ('user', ('inet:user',","('it:group', {}, ( ('name', ('str', {'lower': True, 'strip': True, 'onespace':","'The path where the file was read.', }), ('path:dir', ('file:path',","requested the URL.', }), ('host', ('it:host', {}), { 'doc': 'The","('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The","from the CPE 2.3 string.'}), ('version', ('str', {'lower': True, 'strip':","k, v in subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError: #","deleting a registry key.', }), ('it:app:yara:rule', ('guid', {}), { 'doc':","an imported library.', }), ), 'interfaces': ( ('it:host:activity', { 'props':","flow that caused the hit.'}), ('src:port', ('inet:port', {}), { 'doc':","}), ('it:exec:bind', ('guid', {}), { 'doc': 'An instance of a","('ou:org', {}), { 'deprecated': True, 'doc': 'Organization which authored the","{}), { 'doc': 'The time the registry was written to.',","was loaded in the process.', }), ('loaded', ('time', {}), {","('it:dev:mutex', {}), { 'doc': 'The mutex string.', }), )), ('it:exec:pipe',","'The file creation time.', }), ('mtime', ('time', {}), { 'doc':","name of the process owner.', }), ('path', ('file:path', {}), {","{ 'doc': 'The host running the process that requested the","Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc':","{}), { 'doc': 'The file that was modified.', }), )),","host or system.', }), ('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}),","build string.', }), ('url', ('inet:url', {}), { 'doc': 'URL where","'doc': 'The NIST CPE 2.3 string specifying this software.', }),","that created the new file. Typically the same host referenced","it's normed valu prop = node.get('vers') if not prop: return","of the registry key, if the value is binary data.',","file.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'A SHA256 hash","'doc': 'The process that matched the YARA rule.'}), ('time', ('time',","True, 'doc': 'The \"edition\" field from the CPE 2.3 string.'}),","disregarded for integer comparison purposes, as we cannot map an","Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), {","{ 'doc': 'The host on which the activity occurred.'}), ('time',","was deleted.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry","('update', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","{}), {'ro': True, 'doc': 'The software which can run on","('norm', ('str', {'lower': True}), { 'doc': 'Lower case normalized version","'doc': 'The complexity of the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}),","key.', }), ('it:exec:reg:set', ('guid', {}), { 'doc': 'An instance of","tactic.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':","a string.', }), ('int', ('it:dev:int', {}), { 'doc': 'The value","concerning the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls","'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An iOS advertising","'The name of the domain.', }), ('desc', ('str', {}), {","('hash:md5', ('hash:md5', {}), { 'doc': 'The MD5 password hash value.',","the software.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted':","('time', {}), { 'doc': 'The time the process exited.', }),","'S0154', }), ('it:dev:str', ('str', {}), { 'doc': 'A developer-selected string.'","activity.'}), ('thread', ('it:exec:thread', {}), { 'doc': 'The host thread which","('function', 'it:reveng:function'))}), { 'doc': 'An instance of a function in","unique command-line string.', 'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid',","brute force version string [%s]', prop) def getModelDefs(self): modl =","'doc': 'The main process executing code that requested the URL.',","}), ('host', ('it:host', {}), { 'doc': 'The host that the","owner.', }), ('path', ('file:path', {}), { 'doc': 'The path to","a match.'}), )), ('it:reveng:function', {}, ( ('name', ('str', {}), {","contiguous IPv4 address range of this network.', }), ('net6', ('inet:net6',","'doc': 'The \"target_hw\" field from the CPE 2.3 string.'}), ('other',","prop) # Make it:dev:str from version str await node.snap.addNode('it:dev:str', prop)","{'type': 'str', 'uniq': True, 'sorted': True}), { 'doc': 'Associated names","{}), { 'doc': 'The path where the file was read.',","string.' }), ('it:dev:pipe', ('str', {}), { 'doc': 'A string representing","last known ipv4 address for the host.' }), ('latlong', ('geo:latlong',","software.', }), )), ('it:mitre:attack:mitigation', {}, ( # TODO map to","2.3 string specifying this software.', }), ('author', ('ps:contact', {}), {","('version', ('it:semver', {}), { 'doc': 'The most recent version of","main process executing code that wrote to the registry.', }),","{}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {},","system.', }), ('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc':","'doc': 'The specific file containing code that created the named","distributed by a specific software version.'}), ('it:prod:softlib', ('comp', {'fields': (","('it:reveng:function', ('guid', {}), { 'doc': 'A function inside an executable.',","('semver:minor', ('int', {}), { 'doc': 'Version minor number.', }), ('semver:patch',","the registry was read.', }), ('reg', ('it:dev:regval', {}), { 'doc':","used to calculate the password hash.', }), ('hash:md5', ('hash:md5', {}),","key.', }), ('str', ('it:dev:str', {}), { 'doc': 'The value of","process exited.', }), ('exitcode', ('int', {}), { 'doc': 'The exit","('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The android app which","String', }), ), 'types': ( ('it:hostname', ('str', {'strip': True, 'lower':","'A specific version of a software product.'}), ('it:prod:softfile', ('comp', {'fields':","ATT&CK group.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {","'The duration of the logon session.', }), ('client:host', ('it:host', {}),","ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc':","which is listened for by the app.'}), )), ('it:os:android:ibroadcast', {},","('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc':","Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), {","path of the file.'}), )), ('it:hostsoft', {}, ( ('host', ('it:host',","engines.'}), )), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}), { 'ro':",")), ('it:dev:str', {}, ( ('norm', ('str', {'lower': True}), { 'doc':","'The size of the memory map in bytes.', }), ('perms:read',","{ 'doc': 'The inet:flow that matched the snort rule.'}), ('src',","''' def __init__(self, modl, name, info, opts): opts['lower'] = True","time for the process.', }), ('exited', ('time', {}), { 'doc':","key, if the value is binary data.', }), )), ('it:prod:soft',","present in the axon.', }), )), ('it:exec:mutex', {}, ( ('proc',","host running the process that deleted data from the registry.","a specific antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}), { 'doc':","{}), { 'doc': 'The time of the network flow that","('it:account', ('guid', {}), { 'doc': 'A GUID that represents an","{}), { 'doc': 'An iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid',","('author:email', ('inet:email', {}), { 'deprecated': True, 'doc': 'Email address of","file was written to/modified.', }), ('path', ('file:path', {}), { 'doc':","'The host running the process that deleted the file. Typically","}), )), ('it:log:event', {}, ( ('mesg', ('str', {}), { 'doc':","'The host running the process that deleted data from the","'doc': 'The host that executed the process. May be an","'doc': 'The host running the process that deleted data from","('semver', ('it:semver', {}), { 'doc': 'System normalized semantic version number.',","'version': parts[5], 'update': parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9],","of the account.', 'ex': '1001', }), ('posix:gecos', ('int', {}), {","used to annotate nodes included in this ATT&CK software.', 'ex':","a subs dictionary. ''' try: valu, info = self.core.model.type('it:semver').norm(valu) subs","('inet:addr', {}), { 'doc': 'The destination address of the trigger.'}),","'doc': 'The \"other\" field from the CPE 2.3 string.'}), )),","string.'}), ('vendor', ('ou:name', {}), { 'ro': True, 'doc': 'The \"vendor\"","from an imported library.', }), ), 'interfaces': ( ('it:host:activity', {","rule match to a process.', }), ('it:app:snort:rule', ('guid', {}), {","DLLs loaded by that program.', }), ('cmd', ('it:cmd', {}), {","'types': ( ('it:hostname', ('str', {'strip': True, 'lower': True}), { 'doc':","the mitigation.', }), )), ('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()),","{ 'doc': 'The main process executing code that requested the","for the ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}), { 'doc':","as a semver.') if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name,","broadcasts the given Android intent.'}), ('it:prod:softver', ('guid', {}), { 'doc':","account.', }), ('host', ('it:host', {}), { 'doc': 'The host where","True}), { 'doc': 'Associated names for the ATT&CK software.', }),","'A reference URL for information about the signature.', }) )),","map was created.', }), ('deleted', ('time', {}), { 'doc': 'The","{ 'doc': 'The path that the library was loaded from.',","boundary of authentication and configuration such as a windows domain.'","True}), { 'doc': 'The primary name for the ATT&CK tactic.',","'doc': 'The file that contains the function.'}), ('va', ('int', {}),","opts = {'vars': {'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts)","{ 'doc': 'A function inside an executable.', }), ('it:reveng:filefunc', ('comp',","where a specific version of the software is available from.',","('time', {}), { 'doc': 'The time the library was loaded.',","('it:av:prochit', ('guid', {}), { 'doc': 'An instance of a process","on.' }), ('sig:name', ('str', {'lower': True}), { 'ro': True, 'doc':","tactic.', }), ('desc', ('str', {}), { 'doc': 'A description of","an executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}),","time the file was read.', }), ('path', ('file:path', {}), {","of URLs that document the CVE ID.', }), )), ('it:sec:cpe',","calls within the scope of the function.', }), )), ('it:reveng:funcstr',","('bool', {}), { 'doc': 'The rule enabled status to be","YARA rule.'}), ('time', ('time', {}), { 'doc': 'The time that","compatible with the given os software version.'}), ('it:hostsoft', ('comp', {'fields':","'doc': 'Contact info for the author of the YARA rule.'}),","'doc': 'The source address of flow that caused the hit.'}),","('time', {}), { 'doc': 'The time the logon occured.', }),","as s_types import synapse.lib.module as s_module import synapse.lib.version as s_version",")), ('it:prod:soft', {}, ( ('name', ('str', {'lower': True, 'strip': True}),","'doc': 'The \"target_sw\" field from the CPE 2.3 string.'}), ('target_hw',","{}), { 'doc': 'The most recent version of the rule","{'type': 'ou:name', 'uniq': True, 'sorted': True}), { 'doc': 'An array","# Set vers:norm and make it's normed valu prop =","('inet:ipv4', {}), { 'doc': 'The IPv4 where the logon originated.',","{'ro': True, 'doc': 'The app software which broadcasts the android","'The client port during the URL retrieval..' }), )), ('it:exec:bind',","('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST CPE 2.3 string","subs = {'major': major, 'minor': minor, 'patch': patch} return valu,","the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The destination IPv4","version instance.', }), ('software:name', ('str', {'lower': True, 'strip': True}), {","a host deleting a file from a filesystem.', }), ('it:exec:file:read',","{ 'doc': 'A file on a host.' }), ('it:exec:file:add', ('guid',","'doc': 'The YARA rule that matched the file.'}), ('proc', ('it:exec:proc',","info, opts) def _splitCpe23(self, text): part = '' parts =","{}), { 'doc': 'The IPv4 address specified to bind().' }),","that triggered an alert on a specific antivirus signature.', }),","source address of flow that caused the hit.'}), ('src:ipv4', ('inet:ipv4',","the network.', }), ('desc', ('str', {}), { 'doc': 'A brief","}), ('desc:short', ('str', {'lower': True}), { 'doc': 'A short description","'doc': 'The android intent which is listened for by the","if subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute","{ 'ro': True, 'doc': 'The signature that the file triggered","identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}), { 'doc': 'A Microsoft","instance of a host deleting a registry key.', }), ('it:app:yara:rule',","'doc': 'An array of ATT&CK technique IDs used by the","'doc': 'A signature name within the namespace of an antivirus","('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK Technique ID.',","brute force version parts out of the string') if subs:","{}), { 'doc': 'A GUID that represents a logical network.'","the semver properly or bruteforce parts try: valu, subs =","{}), { 'doc': 'The GECOS field for the POSIX account.',","{'vars': {'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes:","namespace of an antivirus engine name.' }), ('it:av:filehit', ('comp', {'fields':","}), )), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","mesg = f'CPE 2.3 string has {len(parts)} parts, expected 13.'","'A file is distributed by a specific software version.'}), ('it:prod:softlib',","which killed this process.', }), )), ('it:exec:thread', {}, ( ('proc',","valu): if not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string is","'doc': 'The primary name for the ATT&CK group.', }), ('names',","True}), { 'doc': 'The primary name for the ATT&CK software.',","file path if the mmap is a mapped view of","thread was created.', }), ('exited', ('time', {}), { 'doc': 'The","parts out of the string') if subs: valu = s_version.packVersion(subs.get('major'),","the given domain.', }), )), ('it:network', {}, ( ('name', ('str',","product : version : update : edition : language :",")), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","\"main\" executable for the process. For example, rundll32.exe may be","('it:app:snort:rule', ('guid', {}), { 'doc': 'A snort rule unique identifier.',","('file:path', {}), { 'doc': 'The file path if the mmap","a password hash.', }), ('it:exec:proc', ('guid', {}), { 'doc': 'A","{}), { 'doc': 'The thread which created this thread.', }),","triggered on.' }), ('time', ('time', {}), { 'doc': 'The time","memory map was deleted.', }), ('path', ('file:path', {}), { 'doc':","from the CPE 2.3 string.'}), ('edition', ('str', {'lower': True, 'strip':","Microsoft Windows Security Identifier of the group.', }), )), ('it:logon',","version contains a library software version.'}), ('it:prod:softos', ('comp', {'fields': (","is a member of.', }), )), ('it:group', {}, ( ('name',","'doc': 'An array of strings referenced within the function.', }),","{ 'doc': 'The time that the activity started.'}), ), }),","from the CPE 2.3 string.'}), ('product', ('str', {'lower': True, 'strip':","'An array of URLs that document the ATT&CK technique.', }),","version.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}),","True, 'doc': 'The software which distributes the file.'}), ('file', ('file:bytes',","}), )), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}), { 'doc':","< 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative integer","{}), { 'doc': 'The function rank score used to evaluate","status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc':","'Calls to imported library functions within the scope of the","ATT&CK software to a synapse it:prod:soft.', }), ('name', ('str', {'strip':","+= next(genr) if c == ':': parts.append(part) part = ''","'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre","the group.', }), )), ('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip':","names for the ATT&CK group.', }), ('desc', ('str', {}), {","'Host with the software.'}), ('softver', ('it:prod:softver', {}), {'ro': True, 'doc':","number of the host.', }), ('operator', ('ps:contact', {}), { 'doc':","2.3 string.'}), ('language', ('str', {'lower': True, 'strip': True}), { 'ro':","{}), { 'doc': 'An instance of a host writing a","host.', }), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower':","YARA rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str', {}),","'The version of the rule at the time of match.'}),","'doc': 'A description of the ATT&CK group.', 'disp': {'hint': 'text'},","{}, ( ('text', ('str', {}), { 'doc': 'The YARA rule","client port during the URL retrieval..' }), )), ('it:exec:bind', {},","('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Group","software.', }), ('author:org', ('ou:org', {}), { 'deprecated': True, 'doc': 'Organization","string.'}), )), ('it:sec:cwe', {}, ( ('name', ('str', {}), { 'doc':","'target_hw': parts[11], 'other': parts[12], } return ':'.join(parts), {'subs': subs} class","this software version', }), ('cves', ('array', {'type': 'it:sec:cve', 'uniq': True,","org or person who authored the software.', }), ('author:org', ('ou:org',","( ('function', ('it:reveng:function', {}), { 'ro': True, 'doc': 'The guid","('version', ('it:semver', {}), { 'doc': 'The current version of the","'The signature name.', }), ('sig:soft', ('it:prod:soft', {}), { 'ro': True,","process that created the new file. Typically the same host","'doc': 'A function inside an executable.', }), ('it:reveng:filefunc', ('comp', {'fields':","the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to","be present in the axon.', }), )), ('it:exec:mutex', {}, (","the ATT&CK tactic.', }), ('tag', ('syn:tag', {}), { 'doc': 'The","('ou:name', {}), { 'ro': True, 'doc': 'The \"vendor\" field from","process that deleted the file. Typically the same host referenced","'doc': 'A thread executing in a process.', }), ('it:exec:loadlib', ('guid',","given software listens for an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields':","was modified.', }), )), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}),","at runtime.', }), ('it:exec:pipe', ('guid', {}), { 'doc': 'A named","( ('name', ('str', {'lower': True, 'strip': True}), { 'doc': 'Name","{'ro': True, 'doc': 'The software which can run on the","of URLs that document the ATT&CK tactic.', }), )), ('it:mitre:attack:technique',","ATT&CK technique IDs addressed by the mitigation.', }), )), ('it:dev:int',","array of alternate names for the ATT&CK group.', }), ('desc',","severity.', }), ('data', ('data', {}), { 'doc': 'A raw JSON","'doc': 'The owner of the file.', }), ('group', ('inet:user', {}),","'ro': True, 'doc': 'The final component of the file path","()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}),","{}), { 'doc': 'The file path if the mmap is","string.'}), ('other', ('str', {'lower': True, 'strip': True}), { 'ro': True,","may be considered the \"main\" executable for DLLs loaded by","was mapped.', }), ('va', ('int', {}), { 'doc': 'The base","authentication and configuration such as a windows domain.' }), ('it:account',","'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A","android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm',","host.'}) )), ('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}), { 'ro':","'doc': 'An array of URLs that document the ATT&CK tactic.',","}), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows Security","repr(self, valu): major, minor, patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major,","('exited', ('time', {}), { 'doc': 'The time the thread exited.',","( ('soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus","account', }), ('contact', ('ps:contact', {}), { 'doc': 'Additional contact information","{ 'doc': 'A YARA rule match to a file.', }),","\"update\" field from the CPE 2.3 string.'}), ('edition', ('str', {'lower':","'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The software version is known","('guid', {}), { 'doc': 'An instance of a host reading","'doc': 'The primary name for the ATT&CK tactic.', }), ('desc',","def _onPropSoftverArch(self, node, oldv): # make it:dev:str for arch prop","{ 'doc': 'A description of the software.', 'disp': {'hint': 'text'},","valu, subs = self.bruteVersionStr(prop) await node.set('semver', valu) for k, v","the POSIX account's home directory.\", 'ex': '/home/visi', }), ('posix:shell', ('file:path',","value that was read.', }), )), ('it:exec:reg:set', {}, ( ('proc',","valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs': subs} def","the executable of the process.', }), ('src:exe', ('file:path', {}), {","if prop: opts = {'vars': {'soft': prop}} nodes = await","if not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string is expected","node.set('vers:norm', prop) # Make it:dev:str from version str await node.snap.addNode('it:dev:str',","to attempt to get version information for. Notes: This first","{ 'ro': True, 'doc': 'The \"language\" field from the CPE","'doc': 'The IPv6 where the logon originated.', }), )), ('it:hosturl',","version.', }), ('vers', ('it:dev:str', {}), { 'doc': 'Version string associated","iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An","'doc': 'The current version of the rule.'}), )), ('it:app:snort:hit', {},","'Name of the software.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq':","}), ('desc', ('str', {}), { 'doc': 'A brief description of","created the named pipe. Typically the same host referenced in","URLs that document the ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {},","('it:exec:loadlib', ('guid', {}), { 'doc': 'A library load event in","'doc': 'The host running the process that read the file.","known to be compatible with the given os software version.'}),","'doc': 'An array of techniques used by the software.', }),","of strings referenced within the function.', }), )), ('it:reveng:filefunc', {},","it exhibits interesting behavior.'}), ('complexity', ('int', {}), { 'doc': 'The","opts) def _splitCpe23(self, text): part = '' parts = []","account on a host or network.' }), ('it:group', ('guid', {}),","{}), { 'doc': 'The specific file containing code that deleted","('time', {}), { 'doc': 'The time the thread was created.',","('str', {'regex': r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}), { 'doc': 'A Microsoft Windows Security Identifier.',","the registry. May or may not be the same :exe","of Input (Classic Buffer Overflow)', }), ('desc', ('str', {}), {","'A signature name within the namespace of an antivirus engine","guid matching the function.'}), ('file', ('file:bytes', {}), { 'ro': True,","('names', ('array', {'type': 'ou:name', 'uniq': True, 'sorted': True}), { 'doc':","('it:prod:softver', {}), { 'doc': 'The operating system of the host.'","{ 'doc': 'The specific file containing code that created the","( # TODO map to an eventual risk:mitigation ('name', ('str',","for the ATT&CK tactic.', }), ('desc', ('str', {}), { 'doc':","data.', }), )), ('it:prod:soft', {}, ( ('name', ('str', {'lower': True,","logging import synapse.exc as s_exc import synapse.lib.types as s_types import","url.', }), ('url', ('inet:url', {}), { 'ro': True, 'doc': 'URL","the account is registered.', }), ('domain', ('it:domain', {}), { 'doc':","('loc', ('loc', {}), { 'doc': 'The geo-political location string for","'doc': 'A string representing a named pipe.', }), ('it:dev:mutex', ('str',","(e.g., malware sandbox) host.', }), ('it:exec:thread', ('guid', {}), { 'doc':","'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr)","ATT&CK group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted':","of the host.', }), ('org', ('ou:org', {}), { 'doc': 'The","('it:os:android:perm', {}), {'ro': True, 'doc': 'The android permission requested by","to the executable of the process.', }), ('src:exe', ('file:path', {}),","'doc': 'The time the library was unloaded.', }), ('path', ('file:path',","from the registry was deleted.', }), ('reg', ('it:dev:regval', {}), {","parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw':","version of the rule evaluated as a match.'}), )), ('it:app:yara:procmatch',","data from the registry. Typically the same host referenced in","host.', }), )), ('it:dev:str', {}, ( ('norm', ('str', {'lower': True}),","matched the YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The","'doc': 'An array of URLs that document the ATT&CK software.',","annotate nodes included in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }),","{ 'doc': 'The main process executing code that bound the","number.', }), ('semver:minor', ('int', {}), { 'doc': 'Version minor number.',","('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc': 'A function from an","software version.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST","('it:host', {}), { 'doc': 'The host running the process that","of URLs that document the ATT&CK mitigation.', }), ('addresses', ('array',","string.'}), ('target_sw', ('str', {'lower': True, 'strip': True}), { 'ro': True,","('src:proc', ('it:exec:proc', {}), { 'doc': 'The process which created the","{}), {'ro': True, 'doc': 'The operating system which the software","'doc': 'The size of the memory map in bytes.', }),","{ 'doc': 'The time the registry was written to.', }),","}), ('client:port', ('inet:port', {}), { 'doc': 'The client port during","model of the host.', }), ('serial', ('str', {}), { 'doc':","}), ('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The NTLM password hash","system.', }), ('it:host', ('guid', {}), { 'doc': 'A GUID that","{}), { 'ro': True, 'doc': 'The string that the function","'A developer selected integer constant.', }), ('it:dev:regkey', ('str', {}), {","'doc': 'The specific file containing code that created the mutex.","{ 'doc': 'The host running the process that deleted the","{}), { 'doc': 'The registry key or value that was","True}), { 'ro': True, 'doc': 'The \"sw_edition\" field from the","{ 'doc': 'A GUID that represents a logical network.' }),","map an ATT&CK group to a synapse ou:org.', }), ('name',","{ 'doc': 'An instance of a host binding a listening","'An instance of a host getting a registry key.', }),","('time', {}), { 'doc': 'The file modification time.', }), ('atime',","{}), { 'doc': 'An instance of a host reading a","process executing code that created the named pipe.', }), ('host',","broadcast by the app.'}), )), ('it:prod:softver', {}, ( ('software', ('it:prod:soft',","'doc': 'The file distributed by the software.'}), ('path', ('file:path', {}),","Brute force the version out of a string. Args: valu","CPE 2.3 string.'}), ('target_sw', ('str', {'lower': True, 'strip': True}), {","if present.'}), ('time', ('time', {}), { 'doc': 'The time the","{ 'doc': 'The time the file was deleted.', }), ('path',","the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True, 'doc': 'The android","be the same :exe specified in :proc, if present.'}), ('time',","if subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse","'notice'), (40, 'warning'), (50, 'err'), (60, 'crit'), (70, 'alert'), (80,","'doc': 'Version patch number.', }), ('semver:pre', ('str', {}), { 'doc':","('file:bytes', {}), { 'doc': 'The file that was read.', }),","on a specific antivirus signature.', }), ('it:av:prochit', ('guid', {}), {","True}), { 'ro': True, 'doc': 'The \"part\" field from the","{}), { 'doc': 'The time the named pipe was created.',","this field may contain the current value for the technique.',","{ 'doc': 'A library load event in a process.', }),","event in a process.', }), ('it:exec:mmap', ('guid', {}), { 'doc':","True, 'strip': True}), { 'ro': True, 'doc': 'The \"update\" field","session.', }), ('client:host', ('it:host', {}), { 'doc': 'The host where","}), ('place', ('geo:place', {}), { 'doc': 'The place where the","version string into an integer to allow version ordering. Prerelease","( ('host', ('it:host', {}), { 'ro': True, 'doc': 'Host serving","a software product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file',","which contains the signature.', }), ('name', ('str', {'lower': True}), {","('it:fs:file', {}, ( ('host', ('it:host', {}), { 'doc': 'The host","info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu, subs except",")), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc':","('inet:user', {}), { 'doc': 'The username associated with the account',","('created', ('time', {}), { 'doc': 'The time the thread was","{ 'doc': 'The primary name for the ATT&CK tactic.', }),","{}), {'ro': True, 'doc': 'The app software which broadcasts the","'doc': 'The CWE description field.', 'ex': 'Buffer Copy without Checking","'URL relevant for the software.', }), ('isos', ('bool', {}), {","'The process which contains the thread.', }), ('created', ('time', {}),","'doc': 'The command string used to launch the process, including","('str', {'lower': True}), { 'ro': True, 'doc': 'The signature name.',",")), ('it:reveng:function', {}, ( ('name', ('str', {}), { 'doc': 'The","'The current version of the rule.'}), )), ('it:app:snort:hit', {}, (","parts[11], 'other': parts[12], } return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int):","that documents the ATT&CK tactic.', }), ('tag', ('syn:tag', {}), {","True, 'doc': 'Web account of the software author.', }), ('author:email',","the ATT&CK technique.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),","the hit.'}), ('sensor', ('it:host', {}), { 'doc': 'The sensor host","{ 'doc': 'Software associated with this version instance.', }), ('software:name',","the file was read.', }), ('path:dir', ('file:path', {}), { 'ro':","owns/operates the network.', }), ('net4', ('inet:net4', {}), { 'doc': 'The","r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common Weaknesses Enumeration Specification', 'ex':","software.', 'disp': {'hint': 'text'}, }), ('desc:short', ('str', {'lower': True}), {","attempting to extract version parts out of the string. Returns:","{ 'doc': 'The primary name for the ATT&CK software.', }),","executed the process. May be an actual or a virtual","intent.'}), ('it:prod:softver', ('guid', {}), { 'doc': 'A specific version of","{ 'doc': 'The file that was modified.', }), )), ('it:exec:reg:get',","string specifying this software version', }), ('cves', ('array', {'type': 'it:sec:cve',","file. May or may not be the same :exe specified",")), ('it:av:filehit', {}, ( ('file', ('file:bytes', {}), { 'ro': True,","}), )), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}), { 'ro':","codeblock of the function.'}), ('rank', ('int', {}), { 'doc': 'The","vers:norm and make it's normed valu prop = node.get('vers') if","if name is available and set it if possible prop","{ 'deprecated': True, 'doc': 'Email address of the sofware author.',","the string. Returns: int, dict: The system normalized version integer","('str', {}), { 'doc': 'The name of the YARA rule.'}),","prerelease string.', }), ('semver:build', ('str', {}), { 'doc': 'Semver build","'strip': True}), { 'ro': True, 'doc': 'The \"target_hw\" field from","flow that caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc':","parts[5], 'update': parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw':","synapse it:prod:soft.', }), ('name', ('str', {'strip': True}), { 'doc': 'The","by the mitigation.', }), )), ('it:dev:int', {}, ()), ('it:dev:pipe', {},","was deleted.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':","{ 'doc': 'The software version is known to be compatible","activity.'}), ('host', ('it:host', {}), { 'doc': 'The host on which","}), )), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","a synapse ou:org.', }), ('name', ('ou:name', {}), { 'doc': 'The","'doc': 'The parent directory of the file path (parsed from","field from the CPE 2.3 string.'}), ('sw_edition', ('str', {'lower': True,","software.'}), ('path', ('file:path', {}), { 'doc': 'The default installation path","final component of the file path (parsed from :path).', }),","('loc', {}), { 'doc': 'The geo-political location string for the","'An instance of a function in an executable.', }), ('it:reveng:funcstr',","('it:host', {}), { 'ro': True, 'doc': 'Host serving a url.',","{ 'doc': 'The inet:addr of the server when binding the","valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left","('time', {}), { 'doc': 'The time the file was read.',","technique.', }), ('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The parent ATT&CK","{'hint': 'text'}, }), ('name', ('str', {}), { 'doc': 'The name","('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The source IPv6 address of","code that bound the listening port.', }), ('host', ('it:host', {}),","'doc': 'A Mitre ATT&CK Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic',","ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip':","{ 'doc': 'The log messsage text.', }), ('severity', ('int', {'enums':","the network.', }), ('org', ('ou:org', {}), { 'doc': 'The org","given domain.', }), )), ('it:network', {}, ( ('name', ('str', {'lower':","{}), { 'doc': 'The host that executed the process. May","getting a registry key.', }), ('it:exec:reg:set', ('guid', {}), { 'doc':","the group.', }), ('host', ('it:host', {}), { 'doc': 'The host","}), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 of the","matched the file.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc':","'The snort rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str',","of the logon session.', }), ('client:host', ('it:host', {}), { 'doc':","command line parameters.', 'disp': {'hint': 'text'}, }), ('pid', ('int', {}),","time that the activity started.'}), ), }), ), 'forms': (","notional host.', }), ('exe', ('file:bytes', {}), { 'doc': 'The file","permission requested by the app.'}), )), ('it:prod:softos', {}, ( ('soft',","when this version of the software was released.', }), ('semver',","instance of a host binding a listening port.', }), ('it:fs:file',","'doc': 'The time the registry was written to.', }), ('reg',","('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Mitigation ID.',","read.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The","time the library was unloaded.', }), ('path', ('file:path', {}), {","True}), { 'doc': 'Normalized version of the version string.', }),","operating system which the software can run on.'}), )), ('it:os:android:ilisten',","the logon originated.', }), )), ('it:hosturl', {}, ( ('host', ('it:host',","'The software version that contains the library.'}), ('lib', ('it:prod:softver', {}),","the account.', 'ex': '1001', }), ('posix:gecos', ('int', {}), { 'doc':","}), ('isos', ('bool', {}), { 'doc': 'Set to True if","a file from a filesystem.', }), ('it:exec:file:read', ('guid', {}), {","'doc': 'True if the mmap is mapped with write permissions.',","mutex string.', }), )), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}),","the ATT&CK software.', }), ('names', ('array', {'type': 'str', 'uniq': True,","'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An instance of a function","{}), { 'doc': 'The file modification time.', }), ('atime', ('time',","= s_version.parseVersionParts(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable","('time', ('time', {}), { 'doc': 'The time that the YARA","file.', }), ('host', ('it:host', {}), { 'doc': 'The host running","mapped with read permissions.', }), ('perms:write', ('bool', {}), { 'doc':","\"other\" field from the CPE 2.3 string.'}), )), ('it:sec:cwe', {},","executable of the process.', }), ('src:exe', ('file:path', {}), { 'doc':","}), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK","logon session ended.', }), ('host', ('it:host', {}), { 'doc': 'The","True, 'doc': 'The guid matching the function.'}), ('string', ('str', {}),","URL that was requested.', }), ('client', ('inet:client', {}), { 'doc':","{}), { 'ro': True, 'doc': 'The anti-virus product which contains","2.3 string.'}), ('target_sw', ('str', {'lower': True, 'strip': True}), { 'ro':","/ notional host.', }), ('exe', ('file:bytes', {}), { 'doc': 'The","'doc': 'The software which distributes the file.'}), ('file', ('file:bytes', {}),","parts. This normalizes a version string into an integer to","subs.get('patch')) return valu, {'subs': subs} def _normPyInt(self, valu): if valu","integer that increases with severity.', }), ('data', ('data', {}), {","on this sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True,","set it if possible prop = node.get('software') if prop: opts","nodes included in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references',","}), )), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","'doc': 'The LM password hash value.', }), ('hash:ntlm', ('hash:ntlm', {}),","{ 'doc': 'The complexity of the function.'}), ('funccalls', ('array', {'type':","process that wrote to the file. Typically the same host","developer-selected string.' }), ('it:dev:pipe', ('str', {}), { 'doc': 'A string","('name', ('str', {'strip': True}), { 'doc': 'The primary name for","library functions within the scope of the function.', }), ('strings',","software product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}),","True}), { 'doc': 'Observed/variant names for this software version.', }),","{}), { 'doc': 'The time the thread exited.', }), ('exitcode',","('it:av:sig', {}), { 'ro': True, 'doc': 'The signature that the","('server', ('inet:server', {}), { 'doc': 'The inet:addr of the server","the process that requested the URL. Typically the same host","{'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Group ID.', 'ex':","'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An","{ 'doc': 'An instance of a YARA rule match to","process.', }), ('src:exe', ('file:path', {}), { 'doc': 'The path to","'An array of groups that the account is a member","{}, ( ('norm', ('str', {'lower': True}), { 'doc': 'Lower case","that caused the hit.'}), ('sensor', ('it:host', {}), { 'doc': 'The","'text'}, }), ('pid', ('int', {}), { 'doc': 'The process ID.',","('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc':","('it:reveng:function', {}, ( ('name', ('str', {}), { 'doc': 'The name","bound the listening port. May or may not be the","technique.', }), ('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If deprecated, this","True}), { 'ro': True, 'doc': 'The \"other\" field from the","return value for the thread.', }), ('src:proc', ('it:exec:proc', {}), {","_onFormMakeDevStr(self, node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def","host.' }), ('it:exec:file:add', ('guid', {}), { 'doc': 'An instance of","'The specific file containing code that wrote to the file.","{ 'doc': 'The authentication domain where the group is registered.',","'doc': 'The software version that contains the library.'}), ('lib', ('it:prod:softver',","a host reading a file from a filesystem.', }), ('it:exec:file:write',","process which created the thread.', }), ('src:thread', ('it:exec:thread', {}), {","}), ('loc', ('loc', {}), { 'doc': 'The geo-political location string","'doc': 'A string representing a mutex.', }), ('it:dev:int', ('int', {}),","that created the new file. May or may not be","from :path).', }), ('file', ('file:bytes', {}), { 'doc': 'The file","Mitre ATT&CK Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex':","executing code that requested the URL.', }), ('host', ('it:host', {}),","'Software associated with this version instance.', }), ('software:name', ('str', {'lower':","('desc:short', ('str', {'lower': True}), { 'doc': 'A short description of","'sorted': True}), { 'doc': 'An array of alternate names for","main process executing code that created the named pipe.', }),","}), ('it:exec:url', ('guid', {}), { 'doc': 'An instance of a","('it:host', {}), { 'doc': 'The host that the account logged","r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Tactic ID.', 'ex': 'TA0040',","{'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A file that","that was read.', }), )), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc',","('it:prod:soft', {}), { 'doc': 'Used to map an ATT&CK software","{}), { 'doc': 'A specific version of a software product.'}),","True, 'doc': 'The android permission requested by the app.'}), )),","('org', ('ou:org', {}), { 'doc': 'The org that operates the","'The destination port of the flow that caused the hit.'}),","('inet:port', {}), { 'doc': 'The bound (listening) TCP port.' }),","form the semver properly or bruteforce parts try: valu, subs","product which contains the signature.', }), ('name', ('str', {'lower': True}),","'The time the file was written to/modified.', }), ('path', ('file:path',","{ 'doc': 'The host thread which caused the activity.'}), ('host',","True, 'strip': True}), { 'doc': 'The name of the software","('it:prod:softver', {}), {'ro': True, 'doc': 'The software version that contains","{}), { 'doc': 'The last known ipv4 address for the","the app.'}), )), ('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}), {",")), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Used","}), ('latlong', ('geo:latlong', {}), { 'doc': 'The last known location","('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent',","}), ('net4', ('inet:net4', {}), { 'doc': 'The optional contiguous IPv4","directory.\", 'ex': '/home/visi', }), ('posix:shell', ('file:path', {}), { 'doc': \"The","'System normalized semantic version number.', }), ('semver:major', ('int', {}), {","file from a filesystem.', }), ('it:exec:file:write', ('guid', {}), { 'doc':","{ 'doc': 'The name of the YARA rule.'}), ('author', ('ps:contact',","requesting a URL.', }), ('it:exec:bind', ('guid', {}), { 'doc': 'An","software which listens for the android intent.'}), ('intent', ('it:os:android:intent', {}),","('time', {}), { 'doc': 'The time the file was written","string for the node.', }), ('os', ('it:prod:softver', {}), { 'doc':","matching the function.'}), ('string', ('str', {}), { 'ro': True, 'doc':","{}), { 'doc': 'The bound (listening) TCP port.' }), )),","primary name for the ATT&CK mitigation.', }), ('desc', ('str', {'strip':","'doc': 'A file is distributed by a specific software version.'}),","from the CPE 2.3 string.'}), )), ('it:sec:cwe', {}, ( ('name',","specific file containing code that created the mutex. May or","{}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {},","{'fields': (('host', 'it:host'), ('url', 'inet:url'))}), { 'doc': 'A url hosted","number.', }), ('semver:pre', ('str', {}), { 'doc': 'Semver prerelease string.',","process that read the registry. Typically the same host referenced","'doc': 'The signature that the file triggered on.' }), ('sig:name',","file containing code that read the registry. May or may","(parsed from :path).', }), ('path:ext', ('str', {'lower': True, 'strip': True}),","True}), { 'doc': 'Lower case normalized version of the it:dev:str.',","'The specific file containing code that deleted data from the","code that read the file.', }), ('host', ('it:host', {}), {","{'subs': subs} def repr(self, valu): major, minor, patch = s_version.unpackVersion(valu)","}), ('server:port', ('inet:port', {}), { 'doc': 'The bound (listening) TCP","field from the CPE 2.3 string.'}), ('vendor', ('ou:name', {}), {","normalized version of the it:dev:str.', }), )), ('it:sec:cve', {}, (","'The source port of the flow that caused the hit.'}),","nodes included in this ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }),","the POSIX account.', }), ('posix:home', ('file:path', {}), { 'doc': \"The","a filesystem.', }), ('it:exec:reg:get', ('guid', {}), { 'doc': 'An instance","{}), { 'doc': 'The log messsage text.', }), ('severity', ('int',","the signature.' }), )), ('it:auth:passwdhash', {}, ( ('salt', ('hex', {}),","process which caused the activity.'}), ('thread', ('it:exec:thread', {}), { 'doc':","{ 'doc': 'The path where the file was read.', }),","rule.'}), )), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}), { 'doc':","of URLs that document the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique',","process. For example, rundll32.exe may be considered the \"main\" executable","True}), { 'doc': 'A description of the ATT&CK software.', 'disp':","file containing code that bound the listening port. May or","('int', {}), { 'doc': 'Version minor number.', }), ('semver:patch', ('int',","technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),","CPE 2.3 string specifying this software version', }), ('cves', ('array',","}), ('it:dev:pipe', ('str', {}), { 'doc': 'A string representing a","string into its component parts. This normalizes a version string","to brute force version parts out of the string') if","value of the registry key, if the value is an","trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The destination IPv4 address","s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch) subs = {'major': major,","('it:prod:soft', {}, ( ('name', ('str', {'lower': True, 'strip': True}), {","('time', ('time', {}), { 'doc': 'The time the data from","raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative integer as a","Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run', }), ('it:dev:regval', ('guid', {}), {","of the file path (parsed from :path).', }), ('file', ('file:bytes',","Mitre ATT&CK Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex':","identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), {","description of the ATT&CK mitigation.', 'disp': {'hint': 'text'}, }), ('url',","'ro': True, 'doc': 'The file that matched the YARA rule.'}),","'The time that the activity started.'}), ), }), ), 'forms':","'split': ','}), { 'doc': 'An array of ATT&CK technique IDs","time the file was deleted.', }), ('path', ('file:path', {}), {","('org', ('ou:org', {}), { 'doc': 'Used to map an ATT&CK","'The complexity of the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), {","synapse tag used to annotate nodes included in this ATT&CK","YARA rule that matched the file.'}), ('file', ('file:bytes', {}), {","'doc': 'The specific file containing code that requested the URL.","technique.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A description","signature.', }), ('it:av:prochit', ('guid', {}), { 'doc': 'An instance of","{ 'doc': 'Set to True if the software is a","part = '' continue part += c except StopIteration: parts.append(part)","'An array of URLs that document the ATT&CK software.', }),","\"language\" field from the CPE 2.3 string.'}), ('sw_edition', ('str', {'lower':","make it's normed valu prop = node.get('vers') if not prop:","'A URL linking this CVE to a full description.', }),","process triggering an alert on a specific antivirus signature.' }),","'doc': 'A software version contains a library software version.'}), ('it:prod:softos',","{}), { 'doc': 'The Windows registry key.', }), ('str', ('it:dev:str',","}), ('it:dev:str', ('str', {}), { 'doc': 'A developer-selected string.' }),","True if the software is a library.'}), )), ('it:adid', {},","the file path (parsed from :path).', }), ('file', ('file:bytes', {}),","raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer larger than 1152921504606846975","of.', }), ('ipv4', ('inet:ipv4', {}), { 'doc': 'The last known","{ 'doc': 'The (optional) hex encoded salt value used to","'doc': 'The IPv6 of the client during the URL retrieval..'","('hash:sha512', {}), { 'doc': 'The SHA512 password hash value.', }),","True: c = next(genr) if c == '\\\\': c +=","file that was modified.', }), )), ('it:exec:reg:get', {}, ( ('proc',","the rule evaluated as a match.'}), )), ('it:app:yara:procmatch', {}, (","('geo:latlong', {}), { 'doc': 'The last known location for the","to see if name is available and set it if","('function', ('it:reveng:function', {}), { 'ro': True, 'doc': 'The guid matching","library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {},","name=self.name, mesg='Unable to parse string as a semver.') valu =","instance of a host reading a file from a filesystem.',","_onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop","out of the string. Returns: int, dict: The system normalized","contains the thread.', }), ('created', ('time', {}), { 'doc': 'The","('it:cmd', {}), { 'doc': 'The command string used to launch","requested.', }), ('url', ('inet:url', {}), { 'doc': 'The URL that","'The string that the function references.'}), )), ('it:reveng:impfunc', {}, ()),","code that deleted the file.', }), ('host', ('it:host', {}), {","if nodes: name = nodes[0].get('name') if name: await node.set('software:name', name)","possible prop = node.get('software') if prop: opts = {'vars': {'soft':","('it:reveng:impfunc', {}, ()), ), } name = 'it' return ((name,","file was deleted.', }), ('path', ('file:path', {}), { 'doc': 'The","'doc': 'The start time for the process.', }), ('exited', ('time',","that was deleted.', }), )), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc',","of the flow that caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}),","'NIST NVD Common Weaknesses Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status',","{'ro': True, 'doc': 'The android app which requests the permission.'}),","{}), { 'doc': 'The path for the file.', }), ('path:dir',","mapped view of a file.', }), ('hash:sha256', ('hash:sha256', {}), {","which created this thread.', }), )), ('it:exec:loadlib', {}, ( ('proc',","created by a process at runtime.', }), ('it:exec:url', ('guid', {}),","'doc': 'The time the registry was read.', }), ('reg', ('it:dev:regval',","that deleted the file. May or may not be the","{'type': 'it:reveng:filefunc'}), { 'doc': 'Other function calls within the scope","existing file.', }), ('host', ('it:host', {}), { 'doc': 'The host","may not be the same :exe specified in :proc, if","this version instance.', }), ('software:name', ('str', {'lower': True, 'strip': True}),","it:dev:str from version str await node.snap.addNode('it:dev:str', prop) # form the","was written to.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The","('it:host', {}, ( ('name', ('it:hostname', {}), { 'doc': 'The name","('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The","':'.join(parts), {'subs': subs} class SemVer(s_types.Int): ''' Provides support for parsing","ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}), { 'doc': 'The status","path where the file was created.', }), ('path:dir', ('file:path', {}),","{'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Tactic ID.', 'ex':","the CPE 2.3 string.'}), ('language', ('str', {'lower': True, 'strip': True}),","}), ('perms:read', ('bool', {}), { 'doc': 'True if the mmap","modification time.', }), ('atime', ('time', {}), { 'doc': 'The file","def getModelDefs(self): modl = { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {},","'doc': 'An instance of a host adding a file to","of ATT&CK technique IDs addressed by the mitigation.', }), )),","}), ('user', ('inet:user', {}), { 'doc': 'The owner of the",")), ('it:fs:file', {}, ( ('host', ('it:host', {}), { 'doc': 'The","('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The given software listens","'doc': 'The main process executing code that created the new","string.', }), )), ('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}), {","'A developer-selected string.' }), ('it:dev:pipe', ('str', {}), { 'doc': 'A","await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop = node.ndef[1]","'doc': 'The authentication domain where the account is registered.', }),","file.', }), ('group', ('inet:user', {}), { 'doc': 'The group owner","('inet:ipv6', {}), { 'doc': 'The source IPv6 address of the","author of the YARA rule.'}), ('version', ('it:semver', {}), { 'doc':","('ou:name', {}), { 'doc': 'The primary name for the ATT&CK","prop = node.get('software') if prop: opts = {'vars': {'soft': prop}}","{ 'doc': 'A YARA rule unique identifier.', }), ('it:app:yara:match', ('comp',","('it:domain', {}), { 'doc': 'The authentication domain that the host","that caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The","{}), { 'doc': 'The serial number of the host.', }),","version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), {","name (parsed from :path).', }), ('path:base', ('file:base', {}), { 'ro':","retrieval..' }), )), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}), {","parts[2], 'vendor': parts[3], 'product': parts[4], 'version': parts[5], 'update': parts[6], 'edition':","snort rule unique identifier.', }), ('it:app:snort:hit', ('guid', {}), { 'doc':","('it:hostname', {}, ()), ('it:host', {}, ( ('name', ('it:hostname', {}), {","('cmd', ('it:cmd', {}), { 'doc': 'The command string used to","bytes.', }), ('perms:read', ('bool', {}), { 'doc': 'True if the","is expected to start with \"cpe:2.3:\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text,","NVD Common Weaknesses Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str',","('host', ('it:host', {}), { 'ro': True, 'doc': 'Host serving a","{ 'doc': 'The thread which created this thread.', }), )),","levels are represented as integers, with a max width of","c = next(genr) if c == '\\\\': c += next(genr)","'doc': 'A GUID that represents a logical network.' }), ('it:domain',","{'lower': True, 'strip': True}), { 'doc': 'The name of the","{ 'doc': 'The exit code or return value for the","def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def","containing code that requested the URL. May or may not","integer and a subs dictionary. ''' try: valu, info =","{ 'doc': 'The file that was deleted.', }), )), ('it:exec:file:read',","'it:os:android:perm'))}), { 'doc': 'The given software requests the android permission.'}),","('time', ('time', {}), { 'doc': 'The time the registry was","the host.', }), ('ctime', ('time', {}), { 'doc': 'The file","file extension of the file name (parsed from :path).', }),","'doc': 'The time the library was loaded.', }), ('unloaded', ('time',","('time', ('time', {}), { 'doc': 'The time the URL was","into an integer to allow version ordering. Prerelease information is","{ 'doc': 'A description of the ATT&CK technique.', 'disp': {'hint':","{}), { 'doc': 'The URL that was requested.', }), ('client',","JSON record of the log event.', }), )), ('it:domain', {},","file to a filesystem.', }), ('it:exec:reg:get', ('guid', {}), { 'doc':","arbitrary pre-release version into a integer value Major, minor and","'An instance of a password hash.', }), ('it:exec:proc', ('guid', {}),","}), ('hash:sha1', ('hash:sha1', {}), { 'doc': 'The SHA1 password hash","valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative","{}), { 'doc': 'The time the URL was requested.', }),","{ 'doc': 'Semver build string.', }), ('url', ('inet:url', {}), {","{}), { 'ro': True, 'doc': 'The YARA rule that matched","which authored the software.', }), ('author:acct', ('inet:web:acct', {}), { 'deprecated':","}), ('group', ('inet:user', {}), { 'doc': 'The group owner of","scope of the function.', }), ('strings', ('array', {'type': 'it:dev:str', 'uniq':","('int', {}), { 'doc': 'The base memory address where the","}), ('host', ('it:host', {}), { 'doc': 'The host where the","('str', {}), { 'doc': 'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run',","'ro': True, 'doc': 'The YARA rule that matched the file.'}),","'The URL that documents the ATT&CK tactic.', }), ('tag', ('syn:tag',","process where the library was loaded.', }), ('va', ('int', {}),","associated with the account', }), ('contact', ('ps:contact', {}), { 'doc':","('version', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':",")), ('it:logon', {}, ( ('time', ('time', {}), { 'doc': 'The","s_types import synapse.lib.module as s_module import synapse.lib.version as s_version logger","{}), { 'doc': 'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run', }),","}), ('it:prod:soft', ('guid', {}), { 'doc': 'A arbitrary, unversioned software","'doc': 'The primary name for the ATT&CK mitigation.', }), ('desc',","to the executable which started the process.', }), ('src:proc', ('it:exec:proc',","can run on.'}), )), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}),","}), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'Groups that are","a integer larger than 1152921504606846975 as a semver.') major, minor,","the CPE 2.3 string.'}), ('product', ('str', {'lower': True, 'strip': True}),","class SemVer(s_types.Int): ''' Provides support for parsing a semantic version","created by a process at runtime.', }), ('it:exec:pipe', ('guid', {}),","deleted the file. Typically the same host referenced in :proc,","'doc': 'The time the file was read.', }), ('path', ('file:path',","process owner.', }), ('path', ('file:path', {}), { 'doc': 'The path","'doc': 'The URL that documents the ATT&CK technique.', }), ('tag',","'ro': True, 'doc': 'The string that the function references.'}), )),","with severity.', }), ('data', ('data', {}), { 'doc': 'A raw","('file:path', {}), { 'doc': 'The path where the file was","( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A file is","}), ('vers', ('it:dev:str', {}), { 'doc': 'Version string associated with","Identifier of the group.', }), )), ('it:logon', {}, ( ('time',","'doc': 'The IPv4 address specified to bind().' }), ('server:ipv6', ('inet:ipv6',","_normPyStr(self, valu): valu = valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu,","to.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry key","that was deleted.', }), )), ('it:app:snort:rule', {}, ( ('text', ('str',","no cover raise except Exception: logger.exception('Failed to brute force version","'An array of ATT&CK tactics that include this technique.', }),","description of the ATT&CK group.', 'disp': {'hint': 'text'}, }), ('url',","the group.', }), )), ('it:logon', {}, ( ('time', ('time', {}),","Mitre ATT&CK Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex':","'doc': 'The host containing the file.', }), ('path', ('file:path', {}),","CPE 2.3 string.'}), ('product', ('str', {'lower': True, 'strip': True}), {","}), )), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","this CVE to a full description.', }), ('references', ('array', {'type':","force version parts out of the string') if subs: valu","}), ('size', ('int', {}), { 'doc': 'The size of the","runtime.', }), ('it:exec:pipe', ('guid', {}), { 'doc': 'A named pipe","'An array of URLs that document the CVE ID.', }),","name=self.name, mesg='No text left after stripping whitespace') subs = s_version.parseSemver(valu)","node): await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop =","('ou:org', {}), { 'doc': 'Used to map an ATT&CK group","example, rundll32.exe may be considered the \"main\" executable for DLLs","the POSIX account's default shell.\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid',","{ 'doc': 'Version minor number.', }), ('semver:patch', ('int', {}), {","('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}), { 'doc': 'The snort","'The name of the host or system.', }), ('desc', ('str',","that document the ATT&CK software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique',","('it:app:yara:rule', {}), { 'doc': 'The YARA rule that matched the","node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node,","signature.', }), )), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}), {","hit.'}), ('dst:port', ('inet:port', {}), { 'doc': 'The destination port of","{ 'doc': 'A URL linking this CVE to a full","a full description.', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),","('guid', {}), { 'doc': 'A thread executing in a process.',","('file', ('file:bytes', {}), { 'doc': 'The library file that was","mesg=mesg) subs = { 'part': parts[2], 'vendor': parts[3], 'product': parts[4],","{ 'doc': 'An array of techniques used by the software.',","{}), { 'doc': 'The named pipe string.', }), )), ('it:exec:url',","name, info, opts) def _splitCpe23(self, text): part = '' parts","width of 20 bits. The comparable integer value representing the","the flow that caused the hit.'}), ('dst', ('inet:addr', {}), {","the port was bound.', }), ('server', ('inet:server', {}), { 'doc':","}), ('mtime', ('time', {}), { 'doc': 'The file modification time.',","field from the CPE 2.3 string.'}), ('update', ('str', {'lower': True,","{}), { 'doc': 'A GUID that represents a group on","'A string representing a named pipe.', }), ('it:dev:mutex', ('str', {}),","read the registry.', }), ('host', ('it:host', {}), { 'doc': 'The","('guid', {}), { 'doc': 'An instance of a YARA rule","rule.'}), ('time', ('time', {}), { 'doc': 'The time that the",")), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}), { 'ro': True,","a host or system.', }), ('it:sec:cve', ('str', {'lower': True, 'regex':","is an operating system.'}), ('islib', ('bool', {}), { 'doc': 'Set","registry key.', }), ('it:app:yara:rule', ('guid', {}), { 'doc': 'A YARA","primary name for the ATT&CK tactic.', }), ('desc', ('str', {}),","normalized version integer and a subs dictionary. ''' try: valu,","eventual risk:mitigation ('name', ('str', {'strip': True}), { 'doc': 'The primary","of the rule.'}), ('enabled', ('bool', {}), { 'doc': 'The rule","destination address of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc':","messsage text.', }), ('severity', ('int', {'enums': loglevels}), { 'doc': 'A","'An instance of a process triggering an alert on a","the ATT&CK tactic.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),","('time', ('time', {}), { 'doc': 'The time of the network","2.3 string.'}), ('target_hw', ('str', {'lower': True, 'strip': True}), { 'ro':","flow that caused the hit.'}), ('time', ('time', {}), { 'doc':","( ('exe', ('file:bytes', {}), { 'doc': 'The executable file which","was loaded from.', }), ('file', ('file:bytes', {}), { 'doc': 'The","process that created the named pipe. Typically the same host","{}), { 'doc': 'The snort rule that matched the file.'}),","('guid', {}), { 'doc': 'A GUID representing an individual log","sandbox) host.', }), ('it:exec:thread', ('guid', {}), { 'doc': 'A thread","('src:proc', ('it:exec:proc', {}), { 'doc': 'An external process which created","def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node):",")), ('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","('str', {}), { 'doc': 'Notes concerning the function.'}), ('impcalls', ('array',","'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre","('it:os:android:intent', {}), {'ro': True, 'doc': 'The android intent which is","text, info = s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if len(parts)","permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), {","the new file. Typically the same host referenced in :proc,","{ 'doc': 'The LM password hash value.', }), ('hash:ntlm', ('hash:ntlm',","'The specific file containing code that read the file. May","status to be used for YARA evaluation engines.'}), )), ('it:app:yara:match',","iter(text) try: while True: c = next(genr) if c ==","of the function.', }), ('strings', ('array', {'type': 'it:dev:str', 'uniq': True}),","{}), { 'doc': 'The mutex string.', }), )), ('it:exec:pipe', {},","to allow version ordering. Prerelease information is disregarded for integer",")), ('it:hosturl', {}, ( ('host', ('it:host', {}), { 'ro': True,","the software.', }), )), ('it:mitre:attack:mitigation', {}, ( # TODO map","'The host running the process that created the mutex. Typically","'The android intent which is listened for by the app.'}),","'A url hosted on or served by a host or","version that contains the library.'}), ('lib', ('it:prod:softver', {}), {'ro': True,","the file.'}), ('file', ('file:bytes', {}), {'ro': True, 'doc': 'The file","{}), { 'doc': 'The time the file was read.', }),",")), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}), { 'doc': 'The","('time', {}), { 'doc': 'The time that the activity started.'}),","{ 'doc': 'The command string used to launch the process,","full description.', }), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted':","nodes included in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references',","{}, ()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}), {'ro': True,","'Observed/variant names for this software version.', }), ('cpe', ('it:sec:cpe', {}),","'ro': True, 'doc': 'The \"sw_edition\" field from the CPE 2.3","{}, ( ('rule', ('it:app:yara:rule', {}), { 'doc': 'The YARA rule","the registry. Typically the same host referenced in :proc, if","name for the ATT&CK mitigation.', }), ('desc', ('str', {'strip': True}),","technique.', }), ('status', ('it:mitre:attack:status', {}), { 'doc': 'The status of","the flow that caused the hit.'}), ('time', ('time', {}), {","('guid', {}), { 'doc': 'A file on a host.' }),","'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A","('inet:user', {}), { 'doc': 'The owner of the file.', }),","('file:path', {}), { 'doc': 'The path that the library was","Android intent.'}), ('it:prod:softver', ('guid', {}), { 'doc': 'A specific version","('perm', 'it:os:android:perm'))}), { 'doc': 'The given software requests the android","running the process that deleted the file. Typically the same","'doc': 'A list of CVEs that apply to this software","'A GUID representing an individual log event.', 'interfaces': ('it:host:activity',), }),","{}), { 'doc': 'The (optional) hex encoded salt value used","('file:bytes', {}), { 'doc': 'The file that was created.', }),","'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A","}), ('author', ('ps:contact', {}), { 'doc': 'The contact information of","{ 'doc': 'A NIST CPE 2.3 Formatted String', }), ),","'The main process executing code that read the registry.', }),","a URL.', }), ('it:exec:bind', ('guid', {}), { 'doc': 'An instance","subs.get('minor', 0), subs.get('patch', 0)) return valu, subs async def _onFormItDevStr(self,","'doc': 'An android advertising identification string.'}), ('it:os:android:perm', ('str', {}), {","of groups that the account is a member of.', }),","named pipe.', }), ('it:dev:mutex', ('str', {}), { 'doc': 'A string","'doc': 'The time the thread exited.', }), ('exitcode', ('int', {}),","'strip': True}), { 'ro': True, 'doc': 'The \"target_sw\" field from","ATT&CK Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}),","CPE 2.3 string.'}), ('version', ('str', {'lower': True, 'strip': True}), {","base memory address where the library was loaded in the","{ 'doc': 'A Mitre ATT&CK Technique ID.', 'ex': 'T1548', }),","{'ro': True, 'doc': 'The software which distributes the file.'}), ('file',","'doc': 'The \"language\" field from the CPE 2.3 string.'}), ('sw_edition',","name.', }), ('sig:soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The","tag used to annotate nodes included in this ATT&CK group","('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If deprecated, this field may","'doc': 'A file that triggered an alert on a specific","URL retrieval..' }), )), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}),","( ('rule', ('it:app:snort:rule', {}), { 'doc': 'The snort rule that","the process to the rule.'}), ('version', ('it:semver', {}), { 'doc':","}), ('host', ('it:host', {}), { 'doc': 'The host running the","ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':","for the process.', }), ('user', ('inet:user', {}), { 'doc': 'The","'ro': True, 'doc': 'URL available on the host.', }), )),","'doc': 'Additional contact information associated with this account.', }), ('host',","version part extraction by noming through the string subs =","code that requested the URL.', }), ('host', ('it:host', {}), {","('it:dev:str', {}, ( ('norm', ('str', {'lower': True}), { 'doc': 'Lower","description of the signature.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',","score used to evaluate if it exhibits interesting behavior.'}), ('complexity',","'Contact info for the author of the YARA rule.'}), ('version',","for the process.', }), ('exited', ('time', {}), { 'doc': 'The","CVE ID.', }), )), ('it:sec:cpe', {}, ( ('part', ('str', {'lower':","'doc': 'The main process executing code that read the registry.',","that created the mutex.', }), ('host', ('it:host', {}), { 'doc':","to a full description.', }), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq':","the file triggered on.' }), ('time', ('time', {}), { 'doc':","True}), { 'doc': 'The name of the software at a","semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs': subs}","current version of the rule.'}), )), ('it:app:snort:hit', {}, ( ('rule',","import logging import synapse.exc as s_exc import synapse.lib.types as s_types","{'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A version of","a host requesting a URL.', }), ('it:exec:bind', ('guid', {}), {","location for the host.' }), ('place', ('geo:place', {}), { 'doc':","'doc': 'The file considered the \"main\" executable for the process.","an antivirus engine name.' }), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'),","('it:dev:regval', ('guid', {}), { 'doc': 'A Windows registry key/value pair.',","'A Mitre ATT&CK Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str',","address of flow that caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}),","the client during the URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}),","{}), { 'doc': 'The time the registry was read.', }),","{ 'doc': 'The function rank score used to evaluate if","Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), {","part extraction by noming through the string subs = s_version.parseVersionParts(valu)","}), ('hash:sha512', ('hash:sha512', {}), { 'doc': 'The SHA512 password hash","('it:group', ('guid', {}), { 'doc': 'A GUID that represents a","'A description of the ATT&CK group.', 'disp': {'hint': 'text'}, }),","'doc': 'The named pipe string.', }), )), ('it:exec:url', {}, (","time the registry was written to.', }), ('reg', ('it:dev:regval', {}),","}), ('unloaded', ('time', {}), { 'doc': 'The time the library","'doc': 'The name of the network.', }), ('desc', ('str', {}),","{ 'doc': 'The time that the YARA engine matched the","to the rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most","(CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), {","()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()),","to a filesystem.', }), ('it:exec:reg:get', ('guid', {}), { 'doc': 'An","{}), { 'doc': 'An instance of a process triggering an","the process.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'The process","that bound the listening port.', }), ('host', ('it:host', {}), {","the current value for the technique.', }), ('desc', ('str', {'strip':","file distributed by the software.'}), ('path', ('file:path', {}), { 'doc':","('name', ('it:dev:mutex', {}), { 'doc': 'The mutex string.', }), )),","{'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc': 'The","'The URL that was requested.', }), ('client', ('inet:client', {}), {","True, 'doc': 'The anti-virus product which contains the signature.', }),","('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc':","'doc': 'The anti-virus product which contains the signature.', }), ('name',","('str', {'lower': True}), { 'ro': True, 'doc': 'The signature name.'","Set vers:norm and make it's normed valu prop = node.get('vers')","'The credentials that were used for the logon.', }), ('duration',","the file.', }), ('path', ('file:path', {}), { 'doc': 'The path","IPv6 address range of this network.', }), )), ('it:account', {},","'A description of the ATT&CK tactic.', 'disp': {'hint': 'text'}, }),","{}), { 'doc': 'The specific file containing code that bound","current value for the technique.', }), ('desc', ('str', {'strip': True}),","True, 'lower': True}), { 'doc': 'The name of a host","('it:dev:str', {}), { 'doc': 'The value of the registry key,","'doc': 'The main process executing code that created the named","functions within the scope of the function.', }), ('strings', ('array',","'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}), { 'doc': 'A GUID","{}, ()), ('it:host', {}, ( ('name', ('it:hostname', {}), { 'doc':","tag used to annotate nodes included in this ATT&CK tactic.',","file representing the value of the registry key, if the","that caused the hit.'}), ('time', ('time', {}), { 'doc': 'The","the executable which started the process.', }), ('src:proc', ('it:exec:proc', {}),","subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma: no cover","at the time of match.'}), )), ('it:app:yara:rule', {}, ( ('text',","that were used for the logon.', }), ('duration', ('duration', {}),","pprop) async def _onPropSoftverSoft(self, node, oldv): # Check to see","('hash:sha1', {}), { 'doc': 'The SHA1 password hash value.', }),","True, 'strip': True}), { 'ro': True, 'doc': 'The \"target_sw\" field","{}), { 'ro': True, 'doc': 'The parent directory of the","'doc': 'The Microsoft Windows Security Identifier of the group.', }),","{}), { 'doc': 'The org that owns/operates the network.', }),","'True if the mmap is mapped with execute permissions.', }),","file containing code that deleted the file. May or may","to bind().' }), ('server:port', ('inet:port', {}), { 'doc': 'The bound","created the new file. Typically the same host referenced in","caused the activity.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The host","file modification time.', }), ('atime', ('time', {}), { 'doc': 'The","('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}), { 'doc': 'The YARA","'The library software version.'}), )), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver',","addressed by the mitigation.', }), )), ('it:dev:int', {}, ()), ('it:dev:pipe',","port.' }), ('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 address","was deleted.', }), ('path', ('file:path', {}), { 'doc': 'The path","code that wrote to the registry.', }), ('host', ('it:host', {}),","0), subs.get('patch', 0)) return valu, subs async def _onFormItDevStr(self, node):","containing code that deleted the file. May or may not","not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after stripping","created the named pipe.', }), ('host', ('it:host', {}), { 'doc':","}), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc':","'Person who authored the software.', }), ('url', ('inet:url', {}), {","('it:network', ('guid', {}), { 'doc': 'A GUID that represents a","'A string representing a mutex.', }), ('it:dev:int', ('int', {}), {","}), ('it:exec:reg:del', ('guid', {}), { 'doc': 'An instance of a","was created.', }), ('name', ('it:dev:pipe', {}), { 'doc': 'The named","'A file that triggered an alert on a specific antivirus","that requested the URL. Typically the same host referenced in","library was loaded from.', }), ('file', ('file:bytes', {}), { 'doc':","intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}),","('software', ('it:prod:soft', {}), { 'doc': 'Software associated with this version","('it:semver', {}), { 'doc': 'System normalized semantic version number.', }),","self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu):","}), ('it:account', ('guid', {}), { 'doc': 'A GUID that represents","the CPE 2.3 string.'}), ('edition', ('str', {'lower': True, 'strip': True}),","'doc': 'The file path if the mmap is a mapped","document the ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {}, ( ('name',","}), ('file', ('file:bytes', {}), { 'doc': 'The library file that","('str', {'lower': True, 'strip': True, 'onespace': True}), { 'doc': 'The","= logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf","'The main process executing code that created the mutex.', }),","('it:exec:file:write', ('guid', {}), { 'doc': 'An instance of a host","}), )), ('it:network', {}, ( ('name', ('str', {'lower': True, 'strip':","'The main process executing code that created the named pipe.',","'The time the thread exited.', }), ('exitcode', ('int', {}), {","2.3 string.'}), ('sw_edition', ('str', {'lower': True, 'strip': True}), { 'ro':","source IPv6 address of the flow that caused the hit.'}),","description of the CVE vulnerability.', 'disp': {'hint': 'text'}, }), ('url',","version out of a string. Args: valu (str): String to","'doc': 'The given software requests the android permission.'}), ('it:os:android:ilisten', ('comp',","'Web account of the software author.', }), ('author:email', ('inet:email', {}),","a string. Args: valu (str): String to attempt to get","{}), { 'doc': 'The file that was deleted.', }), )),",":exe specified in :proc, if present.', }), ('time', ('time', {}),","string [%s]', prop) def getModelDefs(self): modl = { 'ctors': (","{}), { 'doc': 'An instance of a snort rule hit.',","ATT&CK software.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A","executing code that created the named pipe.', }), ('host', ('it:host',","deleted.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry key","'The YARA rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str',","{ 'doc': 'The URL that documents the ATT&CK tactic.', }),","('guid', {}), { 'doc': 'An instance of a host creating","{ 'doc': 'The source address of flow that caused the","a specific antivirus signature.', }), ('it:av:prochit', ('guid', {}), { 'doc':","{}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process which","of the host or system.', }), ('desc', ('str', {}), {","version parts out of the string. Returns: int, dict: The","('str', {}), { 'doc': 'Semver build string.', }), ('url', ('inet:url',","('guid', {}), { 'doc': 'A YARA rule unique identifier.', }),","'doc': 'Organization which authored the software.', }), ('author:acct', ('inet:web:acct', {}),","the given Android intent.'}), ('it:prod:softver', ('guid', {}), { 'doc': 'A","'The function rank score used to evaluate if it exhibits","that deleted data from the registry.', }), ('host', ('it:host', {}),","status of this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}), {","True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as designated by","{'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A file","account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The","element status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), {","information about the signature.', }) )), ('it:av:filehit', {}, ( ('file',","that contains the function.'}), ('va', ('int', {}), { 'doc': 'The","hit.', }), ('sig', ('it:av:sig', {}), { 'doc': 'The signature that","{}), { 'doc': 'The Microsoft Windows Security Identifier of the","software version that contains the library.'}), ('lib', ('it:prod:softver', {}), {'ro':","case normalized version of the it:dev:str.', }), )), ('it:sec:cve', {},","{'type': 'it:sec:cwe', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc':","of a host requesting a URL.', }), ('it:exec:bind', ('guid', {}),","map was created in the process.', }), ('size', ('int', {}),","}), ), 'forms': ( ('it:hostname', {}, ()), ('it:host', {}, (","'doc': 'The host running the process that deleted the file.","{ 'doc': 'An instance of a password hash.', }), ('it:exec:proc',","path for the file.', }), ('path:dir', ('file:path', {}), { 'ro':","{}), { 'doc': 'The SHA256 password hash value.', }), ('hash:sha512',","mmap is mapped with write permissions.', }), ('perms:execute', ('bool', {}),","('it:exec:proc', {}), { 'doc': 'The host process which caused the","with this account.', }), ('host', ('it:host', {}), { 'doc': 'The","port.', }), ('it:fs:file', ('guid', {}), { 'doc': 'A file on","address of the sofware author.', }), ('author:person', ('ps:person', {}), {","main process executing code that created the new file.', }),","{ 'doc': 'The source IPv6 address of the flow that","for the ATT&CK group.', }), ('names', ('array', {'type': 'ou:name', 'uniq':","= node.get('vers') if not prop: return await node.set('vers:norm', prop) #","the version string.', }), ('arch', ('it:dev:str', {}), { 'doc': 'Software","'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':","{ 'doc': 'Timestamp for when this version of the software","(50, 'err'), (60, 'crit'), (70, 'alert'), (80, 'emerg'), ) class","if c == ':': parts.append(part) part = '' continue part","'doc': 'The name of the host or system.', }), ('desc',","{ 'doc': 'URL relevant for the software.', }), ('isos', ('bool',","}), ('contact', ('ps:contact', {}), { 'doc': 'Additional contact information associated","await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node, oldv): # Set","rule unique identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file',","minor, patch) return valu loglevels = ( (10, 'debug'), (20,","name of the snort rule.'}), ('version', ('it:semver', {}), { 'doc':","a mapped view of a file.', }), ('hash:sha256', ('hash:sha256', {}),","'The \"vendor\" field from the CPE 2.3 string.'}), ('product', ('str',","{}), { 'doc': 'The YARA rule text.', 'disp': {'hint': 'text'},","}), ('it:exec:proc', ('guid', {}), { 'doc': 'A process executing on","nodes: name = nodes[0].get('name') if name: await node.set('software:name', name) async","{ 'ro': True, 'doc': 'The file that contains the function.'}),","('it:dev:str', {}), { 'doc': 'Version string associated with this version","'doc': 'The host running the process that wrote to the","version of a software product which is present on a","document the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}), { 'doc':","('sig', 'it:av:sig'))}), { 'doc': 'A file that triggered an alert","'doc': 'The \"edition\" field from the CPE 2.3 string.'}), ('language',","('text', ('str', {}), { 'doc': 'The YARA rule text.', 'disp':","an ATT&CK group to a synapse ou:org.', }), ('name', ('ou:name',","('hash:ntlm', {}), { 'doc': 'The NTLM password hash value.', }),","for the ATT&CK software.', }), ('names', ('array', {'type': 'str', 'uniq':","('vers', ('it:dev:str', {}), { 'doc': 'Version string associated with this","True, 'strip': True}), { 'ro': True, 'doc': 'The file extension","('inet:url', {}), { 'doc': 'A URL linking this CWE to","{ 'doc': 'The authentication domain that the host is a","{}, ( ('mesg', ('str', {}), { 'doc': 'The log messsage","for the ATT&CK group.', }), ('desc', ('str', {}), { 'doc':","loaded from.', }), ('file', ('file:bytes', {}), { 'doc': 'The library","}), )), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","a mutex.', }), ('it:dev:int', ('int', {}), { 'doc': 'A developer","code that created the mutex.', }), ('host', ('it:host', {}), {","array of groups that the account is a member of.',","that operates the given domain.', }), )), ('it:network', {}, (","subs dictionary. ''' try: valu, info = self.core.model.type('it:semver').norm(valu) subs =","this software version.', }), ('vers', ('it:dev:str', {}), { 'doc': 'Version","{ 'doc': 'The credentials that were used for the logon.',","of the rule.'}), )), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}),","array of techniques used by the software.', }), )), ('it:mitre:attack:mitigation',","IDs used by the group.', }), ('software', ('array', {'type': 'it:mitre:attack:software',","{}, ( ('rule', ('it:app:yara:rule', {}), { 'ro': True, 'doc': 'The","included in this ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array',","the ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {}, ( ('name', ('str',","is present on a given host.', }), ('it:av:sig', ('comp', {'fields':","True}), { 'doc': 'The name of the domain.', }), ('desc',","{ 'doc': 'The host running the process that created the","named pipe created by a process at runtime.', }), ('it:exec:url',","value that was deleted.', }), )), ('it:app:snort:rule', {}, ( ('text',","('src:thread', ('it:exec:thread', {}), { 'doc': 'The thread which created this","library software version.'}), )), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}),","2.3 string specifying this software version', }), ('cves', ('array', {'type':","ATT&CK software.', }), ('names', ('array', {'type': 'str', 'uniq': True, 'sorted':","'doc': 'The main process executing code that bound the listening","cover raise except Exception: logger.exception('Failed to brute force version string","dictionary. ''' try: valu, info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs')","file path (parsed from :path).', }), ('file', ('file:bytes', {}), {","('time', {}), { 'doc': 'The start time for the process.',","('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 address specified to","of ATT&CK technique IDs used by the group.', }), ('software',","def _splitCpe23(self, text): part = '' parts = [] genr","'doc': 'Name of the software.', }), ('names', ('array', {'type': 'it:dev:str',","snort rule that matched the file.'}), ('flow', ('inet:flow', {}), {","'minor': minor, 'patch': patch} return valu, {'subs': subs} def repr(self,","('success', ('bool', {}), { 'doc': 'Set to false to indicate","True, 'doc': 'The signature name.', }), ('sig:soft', ('it:prod:soft', {}), {","that wrote to the registry. Typically the same host referenced","('time', ('time', {}), { 'doc': 'The time the logon occured.',","host writing a file to a filesystem.', }), ('it:exec:reg:get', ('guid',","version of the software is available from.', }), )), ('it:prod:softlib',","'doc': 'Set to True if the software is an operating","bound the listening port.', }), ('host', ('it:host', {}), { 'doc':","the account is registered.', }), ('posix:uid', ('int', {}), { 'doc':","{}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process where","('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), {","the time of match.'}), )), ('it:app:yara:rule', {}, ( ('text', ('str',","in the axon.', }), )), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc',","place where the host resides.', }), ('loc', ('loc', {}), {","'doc': 'A free-form description of the host.', }), ('domain', ('it:domain',","thread exited.', }), ('exitcode', ('int', {}), { 'doc': 'The exit","pre-release version into a integer value Major, minor and patch","{}), { 'doc': 'The time the library was loaded.', }),","that wrote to the file. Typically the same host referenced","True, 'strip': True}), { 'ro': True, 'doc': 'The \"product\" field","used to launch the process, including any command line parameters.',","representing the semver is the bitwise concatenation of the major,","alert on a specific antivirus signature.', }), ('it:av:prochit', ('guid', {}),","anti-virus product which contains the signature.', }), )), ('it:av:prochit', {},","minor, 'patch': patch} return valu, {'subs': subs} def repr(self, valu):","'A GUID that represents a host or system.' }), ('it:log:event',","the file path (parsed from :path).', }), ('path:ext', ('str', {'lower':","'doc': 'The time the file was created.', }), ('path', ('file:path',","'The process ID.', }), ('time', ('time', {}), { 'doc': 'The","}), ('operator', ('ps:contact', {}), { 'doc': 'The operator of the","YARA evaluation engines.'}), )), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}),","('desc', ('str', {}), { 'doc': 'The CWE description field.', 'disp':","{ 'doc': 'The version of the rule at the time","new file. May or may not be the same :exe","pipe. May or may not be the same :exe specified","associated with this version instance.', }), ('vers:norm', ('str', {'lower': True}),","{ 'ro': True, 'doc': 'The parent directory of the file","('hash:lm', ('hash:lm', {}), { 'doc': 'The LM password hash value.',","inside an executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function',","'The time the named pipe was created.', }), ('name', ('it:dev:pipe',","'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run', }), ('it:dev:regval', ('guid', {}), { 'doc': 'A Windows registry","{ 'doc': 'The time the logon occured.', }), ('success', ('bool',","(parsed from :path).', }), ('path:base', ('file:base', {}), { 'ro': True,","domain.', }), )), ('it:network', {}, ( ('name', ('str', {'lower': True,","host containing the file.', }), ('path', ('file:path', {}), { 'doc':","semantic version number.', }), ('semver:major', ('int', {}), { 'doc': 'Version","this network.', }), )), ('it:account', {}, ( ('user', ('inet:user', {}),","('it:exec:thread', ('guid', {}), { 'doc': 'A thread executing in a","__init__(self, modl, name, info, opts): opts['lower'] = True s_types.Str.__init__(self, modl,","optional contiguous IPv4 address range of this network.', }), ('net6',","('it:domain', {}), { 'doc': 'The authentication domain where the account","mutex created by a process at runtime.', }), ('it:exec:pipe', ('guid',","'The host running the process that created the named pipe.","'strip': True}), { 'ro': True, 'doc': 'The \"language\" field from","return parts def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg =","('guid', {}), { 'doc': 'An instance of a process triggering","that documents the ATT&CK group.', }), ('tag', ('syn:tag', {}), {","import synapse.lib.module as s_module import synapse.lib.version as s_version logger =","registry was written to.', }), ('reg', ('it:dev:regval', {}), { 'doc':","('it:dev:regkey', {}, ()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}), {","'doc': 'The specific file containing code that bound the listening","'doc': 'A free-form description of the CVE vulnerability.', 'disp': {'hint':","'doc': 'A free-form description of the signature.', 'disp': {'hint': 'text'},","documents the ATT&CK software.', }), ('tag', ('syn:tag', {}), { 'doc':",":proc, if present.', }), ('time', ('time', {}), { 'doc': 'The","}), ('va', ('int', {}), { 'doc': 'The base memory address","referenced in :proc, if present.', }), ('time', ('time', {}), {","is available from.', }), )), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver',","}), ('exitcode', ('int', {}), { 'doc': 'The exit code for","('time', {}), { 'doc': 'The time the registry was written","was loaded.', }), ('unloaded', ('time', {}), { 'doc': 'The time",")), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","serial number of the host.', }), ('operator', ('ps:contact', {}), {","path to the POSIX account's home directory.\", 'ex': '/home/visi', }),","running the process that created the mutex. Typically the same","or may not be the same :exe referenced in :proc,","'doc': 'The name of the domain.', }), ('desc', ('str', {}),","{ 'ro': True, 'doc': 'The \"edition\" field from the CPE","'A GUID that represents an account on a host or","a windows domain.' }), ('it:account', ('guid', {}), { 'doc': 'A","ATT&CK mitigation.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A","thread which created this thread.', }), )), ('it:exec:loadlib', {}, (","('url', ('inet:url', {}), { 'doc': 'The URL that documents the","'The serial number of the host.', }), ('operator', ('ps:contact', {}),","loaded.', }), ('unloaded', ('time', {}), { 'doc': 'The time the","('ctime', ('time', {}), { 'doc': 'The file creation time.', }),","logon originated.', }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4","'doc': 'The URL that documents the ATT&CK tactic.', }), ('tag',","}), ('it:dev:regkey', ('str', {}), { 'doc': 'A Windows registry key.',","if that information is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str,","{}), { 'doc': 'The host running the process that bound","{}), { 'doc': 'The host running the process that created","'doc': 'The host that the account logged in to.', }),","a particular version.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True,","if present.', }), ('exe', ('file:bytes', {}), { 'doc': 'The specific","('os', ('it:prod:softver', {}), {'ro': True, 'doc': 'The operating system which","of the it:dev:str.', }), )), ('it:sec:cve', {}, ( ('desc', ('str',","{ 'doc': 'The parent ATT&CK technique on this sub-technique.', }),","}), ('desc', ('str', {}), { 'doc': 'A description of the","('perm', ('it:os:android:perm', {}), {'ro': True, 'doc': 'The android permission requested","string.'}), ('product', ('str', {'lower': True, 'strip': True}), { 'ro': True,","Software ID.', 'ex': 'S0154', }), ('it:dev:str', ('str', {}), { 'doc':","the process that created the mutex. Typically the same host","of the account.', 'ex': '1001', }), ('posix:gid', ('int', {}), {","process at runtime.', }), ('it:exec:url', ('guid', {}), { 'doc': 'An","('url', ('inet:url', {}), { 'doc': 'A reference URL for information","contact information of the org or person who authored the","{}), { 'doc': 'Version patch number.', }), ('semver:pre', ('str', {}),","time the process exited.', }), ('exitcode', ('int', {}), { 'doc':","('ps:contact', {}), { 'doc': 'The contact information of the org","associated with this version instance.', }), ('software:name', ('str', {'lower': True,","'The sensor host node that produced the hit.'}), ('version', ('it:semver',","'strip': True}), { 'ro': True, 'doc': 'The \"edition\" field from","'sorted': True, 'split': ','}), { 'doc': 'An array of ChildOf","('exitcode', ('int', {}), { 'doc': 'The exit code for the","pipe. Typically the same host referenced in :proc, if present.',","('data', ('data', {}), { 'doc': 'A raw JSON record of","'The primary name for the ATT&CK tactic.', }), ('desc', ('str',","}), )), ('it:domain', {}, ( ('name', ('str', {'lower': True, 'strip':","during the URL retrieval..' }), )), ('it:exec:bind', {}, ( ('proc',","'warning'), (50, 'err'), (60, 'crit'), (70, 'alert'), (80, 'emerg'), )","'doc': 'An instance of a function in an executable.', }),","antivirus engine name.' }), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig',","{ 'doc': 'The geo-political location string for the node.', }),","specific version of the software is available from.', }), )),","key.', }), ('it:exec:reg:del', ('guid', {}), { 'doc': 'An instance of","'doc': 'The (optional) clear text password for this password hash.',","'doc': 'The file that was created.', }), )), ('it:exec:file:del', {},","in.', }), ('creds', ('auth:creds', {}), { 'doc': 'The credentials that","of the software author.', }), ('author:email', ('inet:email', {}), { 'deprecated':","('semver:pre', ('str', {}), { 'doc': 'Semver prerelease string.', }), ('semver:build',","logical network.' }), ('it:domain', ('guid', {}), { 'doc': 'A logical","pipe.', }), ('host', ('it:host', {}), { 'doc': 'The host running","code that wrote to / modified the existing file.', }),","'doc': 'The exit code for the process.', }), ('user', ('inet:user',","('client:port', ('inet:port', {}), { 'doc': 'The client port during the","'doc': 'A brief description of the group.', }), ('host', ('it:host',","map an ATT&CK software to a synapse it:prod:soft.', }), ('name',","'The file that contains the function.'}), ('va', ('int', {}), {","host node that produced the hit.'}), ('version', ('it:semver', {}), {","Returns: int, dict: The system normalized version integer and a","}), )), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","_splitCpe23(self, text): part = '' parts = [] genr =","deleted data from the registry. May or may not be","'doc': 'The host running the process that created the mutex.","path to the POSIX account's default shell.\", 'ex': '/bin/bash', }),","process that deleted data from the registry. Typically the same","('it:exec:thread', {}), { 'doc': 'The thread which created this thread.',","the it:semver normalization before attempting to extract version parts out","matched the process to the rule.'}), ('version', ('it:semver', {}), {","{ 'doc': 'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, {","{ 'doc': 'An array of strings referenced within the function.',","linking this CWE to a full description.', }), ('parents', ('array',","account.', 'ex': '1001', }), ('posix:gid', ('int', {}), { 'doc': 'The","( ('key', ('it:dev:regkey', {}), { 'doc': 'The Windows registry key.',","{}), { 'doc': 'The time the data from the registry","('time', {}), { 'doc': 'The time the library was unloaded.',","the activity.'}), ('thread', ('it:exec:thread', {}), { 'doc': 'The host thread","'The IPv4 address specified to bind().' }), ('server:ipv6', ('inet:ipv6', {}),","('it:logon', {}, ( ('time', ('time', {}), { 'doc': 'The time","integer value Major, minor and patch levels are represented as","node, oldv): # Set vers:norm and make it's normed valu","used by the group.', }), )), ('it:mitre:attack:tactic', {}, ( ('name',","listening port. May or may not be the same :exe","as s_exc import synapse.lib.types as s_types import synapse.lib.module as s_module",")), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}), {'ro':","= s_version.parseSemver(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable","()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}), { 'doc': 'The","('group', ('inet:user', {}), { 'doc': 'The group owner of the","{'hint': 'text'}, }), ('desc:short', ('str', {'lower': True}), { 'doc': 'A","array of URLs that document the ATT&CK technique.', }), ('parent',","'doc': 'The \"product\" field from the CPE 2.3 string.'}), ('version',","('it:host:activity',), }), ('it:network', ('guid', {}), { 'doc': 'A GUID that",")), ('it:domain', {}, ( ('name', ('str', {'lower': True, 'strip': True,","('language', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","file which caused the activity.'}), ('proc', ('it:exec:proc', {}), { 'doc':","= s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs': subs} def _normPyInt(self,","modl, name, info, opts): opts['lower'] = True s_types.Str.__init__(self, modl, name,","address where the library was loaded in the process.', }),","array of URLs that document the ATT&CK mitigation.', }), ('addresses',","semver properly or bruteforce parts try: valu, subs = self.bruteVersionStr(prop)","\"The path to the POSIX account's home directory.\", 'ex': '/home/visi',","'doc': 'The user ID of the account.', 'ex': '1001', }),","'The name of the network.', }), ('desc', ('str', {}), {","execute permissions.', }), ('created', ('time', {}), { 'doc': 'The time","'doc': 'The log messsage text.', }), ('severity', ('int', {'enums': loglevels}),","the ATT&CK mitigation.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),","evaluated as a match.'}), )), ('it:reveng:function', {}, ( ('name', ('str',","True}), { 'doc': 'Name of the software.', }), ('names', ('array',","the registry key, if the value is an integer.', }),","{}), { 'doc': 'Set to True if the software is","('it:exec:file:add', ('guid', {}), { 'doc': 'An instance of a host","'doc': 'The guid matching the function.'}), ('string', ('str', {}), {","'it:prod:softver'))}), { 'doc': 'A software version contains a library software","'doc': 'URL relevant for the software.', }), ('isos', ('bool', {}),","the file was written to/modified.', }), ('path:dir', ('file:path', {}), {","{ 'doc': 'The source IPv4 address of the flow that","('serial', ('str', {}), { 'doc': 'The serial number of the","( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The app software","{'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name","memory map in bytes.', }), ('perms:read', ('bool', {}), { 'doc':","('it:exec:file:del', ('guid', {}), { 'doc': 'An instance of a host","the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent',","'The time the library was loaded.', }), ('unloaded', ('time', {}),","{ 'doc': 'The contact information of the org or person","('proc', ('it:exec:proc', {}), { 'doc': 'The process where the memory","'split': ','}), { 'doc': 'An array of techniques used by","s_exc.BadTypeValu: # Try doing version part extraction by noming through","map an arbitrary pre-release version into a integer value Major,","('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}), { 'ro': True, 'doc':","('path', ('file:path', {}), { 'doc': 'The path where the file","('ipv4', ('inet:ipv4', {}), { 'doc': 'The last known ipv4 address","(70, 'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule): async def initCoreModule(self):","scope of the function.', }), )), ('it:reveng:funcstr', {}, ( ('function',","representing a mutex.', }), ('it:dev:int', ('int', {}), { 'doc': 'A","host is a member of.', }), ('ipv4', ('inet:ipv4', {}), {","to map an ATT&CK software to a synapse it:prod:soft.', }),","'doc': 'A description of the ATT&CK software.', 'disp': {'hint': 'text'},","major number.', }), ('semver:minor', ('int', {}), { 'doc': 'Version minor","read permissions.', }), ('perms:write', ('bool', {}), { 'doc': 'True if","'A free-form description of the CVE vulnerability.', 'disp': {'hint': 'text'},","subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return valu,","process.', }), ('loaded', ('time', {}), { 'doc': 'The time the","{}), { 'doc': 'The URL that documents the ATT&CK tactic.',","May or may not be the same :exe referenced in","{}), { 'deprecated': True, 'doc': 'Organization which authored the software.',","from the CPE 2.3 string.'}), ('sw_edition', ('str', {'lower': True, 'strip':","of a password hash.', }), ('it:exec:proc', ('guid', {}), { 'doc':","{}), { 'doc': 'The base memory address where the map","( ('time', ('time', {}), { 'doc': 'The time the logon","('complexity', ('int', {}), { 'doc': 'The complexity of the function.'}),","with execute permissions.', }), ('created', ('time', {}), { 'doc': 'The","'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD","r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as designated by a Common","'deprecated': True, 'doc': 'Person who authored the software.', }), ('url',","given host.', }), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str',","signature that the file triggered on.' }), ('time', ('time', {}),","which created the process.' }), ('killedby', ('it:exec:proc', {}), { 'doc':","annotate nodes included in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }),","('int', {}), { 'doc': 'Version patch number.', }), ('semver:pre', ('str',","registry. May or may not be the same :exe referenced","time the file was written to/modified.', }), ('path', ('file:path', {}),",": product : version : update : edition : language","{ 'doc': 'The time the thread exited.', }), ('exitcode', ('int',",")), ('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip': True}), { 'doc':","True}), { 'doc': 'The primary name for the ATT&CK mitigation.',","the hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The source IPv4","'doc': 'The time the mutex was created.', }), ('name', ('it:dev:mutex',","name of the function.'}), ('description', ('str', {}), { 'doc': 'Notes","{}), { 'doc': 'The (optional) clear text password for this","'product': parts[4], 'version': parts[5], 'update': parts[6], 'edition': parts[7], 'language': parts[8],","True, 'doc': 'The file that contains the function.'}), ('va', ('int',","'doc': 'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run', }), ('it:dev:regval', ('guid',","ipv4 address for the host.' }), ('latlong', ('geo:latlong', {}), {","{ 'doc': 'The YARA rule text.', 'disp': {'hint': 'text'}, }),","'A Windows registry key/value pair.', }), ('it:prod:soft', ('guid', {}), {","that was written to.', }), )), ('it:exec:reg:del', {}, ( ('proc',","which created the thread.', }), ('src:thread', ('it:exec:thread', {}), { 'doc':","{ 'ro': True, 'doc': 'The \"update\" field from the CPE","'A logical boundary of authentication and configuration such as a","True, 'doc': 'Host serving a url.', }), ('url', ('inet:url', {}),","executing code that read the file.', }), ('host', ('it:host', {}),","'Version patch number.', }), ('semver:pre', ('str', {}), { 'doc': 'Semver","('guid', {}), { 'doc': 'An instance of a host deleting","activity occurred.'}), ('time', ('time', {}), { 'doc': 'The time that","'An instance of a YARA rule match to a process.',","YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current version","software requests the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app',","}), ), 'types': ( ('it:hostname', ('str', {'strip': True, 'lower': True}),","'The time the memory map was deleted.', }), ('path', ('file:path',","'A library load event in a process.', }), ('it:exec:mmap', ('guid',","('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","or value that was read.', }), )), ('it:exec:reg:set', {}, (","'forms': ( ('it:hostname', {}, ()), ('it:host', {}, ( ('name', ('it:hostname',","'update': parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10],","address range of this network.', }), ('net6', ('inet:net6', {}), {","('time', ('time', {}), { 'doc': 'The time that the AV","('client:host', ('it:host', {}), { 'doc': 'The host where the logon","{}), {'ro': True, 'doc': 'The app software which listens for","{ 'doc': 'The file on the host.', }), ('ctime', ('time',","mitigation.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A description","('int', {}), { 'doc': 'Version major number.', }), ('semver:minor', ('int',","}), ('exited', ('time', {}), { 'doc': 'The time the thread","2.3 string.'}), )), ('it:sec:cwe', {}, ( ('name', ('str', {}), {","'doc': 'Lower case normalized version of the it:dev:str.', }), )),","('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","{ 'doc': 'The NIST CPE 2.3 string specifying this software.',","instance of a host deleting a file from a filesystem.',","}), ('server', ('inet:server', {}), { 'doc': 'The inet:addr of the","('desc', ('str', {'strip': True}), { 'doc': 'A description of the","('it:dev:regkey', ('str', {}), { 'doc': 'A Windows registry key.', 'ex':","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"update\"",":path).', }), ('file', ('file:bytes', {}), { 'doc': 'The file on","the YARA rule.'}), ('time', ('time', {}), { 'doc': 'The time","This normalizes a version string into an integer to allow","mutex.', }), ('host', ('it:host', {}), { 'doc': 'The host running","'doc': 'A Windows registry key/value pair.', }), ('it:prod:soft', ('guid', {}),","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"sw_edition\"","to a synapse it:prod:soft.', }), ('name', ('str', {'strip': True}), {","'doc': 'The Windows registry key.', }), ('str', ('it:dev:str', {}), {","caused the hit.'}), ('dst:port', ('inet:port', {}), { 'doc': 'The destination","mapped segment located in a process.', }), ('it:cmd', ('str', {'strip':","listens for the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True,","inside a function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc':","used by the software.', }), )), ('it:mitre:attack:mitigation', {}, ( #",")), ('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}), { 'doc': 'Used","('it:log:event', ('guid', {}), { 'doc': 'A GUID representing an individual","host or network.' }), ('it:group', ('guid', {}), { 'doc': 'A","{ 'doc': 'Set to True if the software is an","of the host.', }), ('model', ('str', {}), { 'doc': 'The","org that operates the given domain.', }), )), ('it:network', {},","('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True, 'doc':","system.'}), ('islib', ('bool', {}), { 'doc': 'Set to True if","{}), { 'doc': 'The file on the host.', }), ('ctime',","ATT&CK mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted':","('author', ('ps:contact', {}), { 'doc': 'Contact info for the author","for the thread.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'An","'The time the file was deleted.', }), ('path', ('file:path', {}),","{ 'doc': 'The host running the process that read the","'doc': 'A Mitre ATT&CK Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation',","('name', ('str', {'lower': True, 'strip': True, 'onespace': True}), { 'doc':","was written to/modified.', }), ('path', ('file:path', {}), { 'doc': 'The","node.set('semver', valu) for k, v in subs.items(): await node.set(f'semver:{k}', v)","data from the registry.', }), ('host', ('it:host', {}), { 'doc':","signature.', }) )), ('it:av:filehit', {}, ( ('file', ('file:bytes', {}), {","dict: The system normalized version integer and a subs dictionary.","'onespace': True}), { 'doc': 'The name of the network.', }),","whitespace') subs = s_version.parseSemver(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu,","instance of a host adding a file to a filesystem.',","\"target_sw\" field from the CPE 2.3 string.'}), ('target_hw', ('str', {'lower':","executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), {","{ 'doc': 'A developer-selected string.' }), ('it:dev:pipe', ('str', {}), {","('thread', ('it:exec:thread', {}), { 'doc': 'The host thread which caused","in bytes.', }), ('perms:read', ('bool', {}), { 'doc': 'True if","{ 'doc': 'The destination port of the flow that caused","r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Group ID.', 'ex': 'G0100',","'doc': 'The file access time.', }), ('user', ('inet:user', {}), {","('time', ('time', {}), { 'doc': 'The time the mutex was","{ 'doc': 'The name of the function.'}), ('description', ('str', {}),","20 bits. The comparable integer value representing the semver is","('guid', {}), { 'doc': 'A mutex created by a process","and a subs dictionary. ''' try: valu, info = self.core.model.type('it:semver').norm(valu)","parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other':","('file:path', {}), { 'doc': 'The default installation path of the","'doc': 'A short description of the software.', }), ('cpe', ('it:sec:cpe',","for an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'),","registry key/value pair.', }), ('it:prod:soft', ('guid', {}), { 'doc': 'A","('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, ( ('app',","{ 'doc': 'Used to map an ATT&CK group to a","named pipe.', }), ('host', ('it:host', {}), { 'doc': 'The host","a YARA rule match to a process.', }), ('it:app:snort:rule', ('guid',","file was created.', }), ('path:dir', ('file:path', {}), { 'ro': True,","{'lower': 1}), { 'doc': 'A function from an imported library.',","sensor host node that produced the hit.'}), ('version', ('it:semver', {}),","that represents a group on a host or network.' }),","distributes the file.'}), ('file', ('file:bytes', {}), {'ro': True, 'doc': 'The","host.', }), ('model', ('str', {}), { 'doc': 'The product model","'doc': 'The process which killed this process.', }), )), ('it:exec:thread',","'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11],","'strip': True}), { 'ro': True, 'doc': 'The \"product\" field from","'inet:url', 'uniq': True}), { 'doc': 'An array of URLs that","a semver.') major, minor, patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major,","author.', }), ('author:email', ('inet:email', {}), { 'deprecated': True, 'doc': 'Email","{ 'ro': True, 'doc': 'The \"other\" field from the CPE","{}), { 'doc': 'A description of the ATT&CK tactic.', 'disp':","be an actual or a virtual / notional host.', }),","('product', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","of ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group', {}, ( ('org',","selected integer constant.', }), ('it:dev:regkey', ('str', {}), { 'doc': 'A","import synapse.exc as s_exc import synapse.lib.types as s_types import synapse.lib.module","which can run on the operating system.'}), ('os', ('it:prod:softver', {}),","executing code that deleted data from the registry.', }), ('host',","True}), { 'doc': 'An array of strings referenced within the","source IPv4 address of the flow that caused the hit.'}),","{ 'doc': 'The process where the memory was mapped.', }),","given Android intent.'}), ('it:prod:softver', ('guid', {}), { 'doc': 'A specific","a url.', }), ('url', ('inet:url', {}), { 'ro': True, 'doc':","'doc': 'A NIST CPE 2.3 Formatted String', }), ), 'types':","filesystem.', }), ('it:exec:file:read', ('guid', {}), { 'doc': 'An instance of","'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The given software requests the","{ 'doc': 'The given software listens for an android intent.'}),","norm a negative integer as a semver.') if valu >","caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The destination","name) async def _onPropSoftverArch(self, node, oldv): # make it:dev:str for","group is registered.', }), ('domain', ('it:domain', {}), { 'doc': 'The","{ 'doc': 'The path where the file was written to/modified.',","the axon.', }), )), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}),","file path (parsed from :path).', }), ('path:ext', ('str', {'lower': True,","('it:prod:softver', {}), {'ro': True, 'doc': 'The operating system which the","within the scope of the function.', }), )), ('it:reveng:funcstr', {},","patch levels are represented as integers, with a max width","('creds', ('auth:creds', {}), { 'doc': 'The credentials that were used","('desc', ('str', {}), { 'doc': 'A description of the ATT&CK","'doc': 'The registry key or value that was deleted.', }),","'doc': 'The parent ATT&CK technique on this sub-technique.', }), ('tactics',","individual log event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}), {","'ex': '/home/visi', }), ('posix:shell', ('file:path', {}), { 'doc': \"The path","('strings', ('array', {'type': 'it:dev:str', 'uniq': True}), { 'doc': 'An array","{'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as designated","True, 'doc': 'The \"update\" field from the CPE 2.3 string.'}),","'doc': 'The version of the rule at the time of","{}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {},","'doc': 'The time of the network flow that caused the","}), ('path', ('file:path', {}), { 'doc': 'The file path if","of.', }), )), ('it:group', {}, ( ('name', ('str', {'lower': True,","'The CWE description field.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',","created.', }), ('exited', ('time', {}), { 'doc': 'The time the","('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","the file. May or may not be the same :exe","'doc': 'Software architecture.', }), ('released', ('time', {}), { 'doc': 'Timestamp","'doc': 'An instance of a host getting a registry key.',","'An instance of a host reading a file from a","= [] genr = iter(text) try: while True: c =","subs = s_version.parseSemver(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name,","async def _onPropSoftverSoft(self, node, oldv): # Check to see if","'The time that the AV engine detected the signature.' }),","integer larger than 1152921504606846975 as a semver.') major, minor, patch","'The executable file which caused the activity.'}), ('proc', ('it:exec:proc', {}),","{}), { 'doc': 'The authentication domain where the group is","True})))}), { 'doc': 'A signature name within the namespace of","the URL. Typically the same host referenced in :proc, if","'strip': True}), { 'ro': True, 'doc': 'The \"part\" field from","'A vulnerability as designated by a Common Vulnerabilities and Exposures","('array', {'type': 'it:group'}), { 'doc': 'An array of groups that","('str', {'lower': True, 'strip': True}), { 'doc': 'An advertising identification","was created.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':","'The library file that was loaded.', }), )), ('it:exec:mmap', {},","by a Common Vulnerabilities and Exposures (CVE) number.', 'ex': 'cve-2012-0158'","''' Provides support for parsing a semantic version string into","value representing the semver is the bitwise concatenation of the","logical boundary of authentication and configuration such as a windows","('intent', 'it:os:android:intent'))}), { 'doc': 'The given software listens for an","by the software.', }), )), ('it:mitre:attack:mitigation', {}, ( # TODO","the process.', }), ('exited', ('time', {}), { 'doc': 'The time","extraction by noming through the string subs = s_version.parseVersionParts(valu) if","this software version.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The","= s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return valu, subs async","if the mmap is mapped with execute permissions.', }), ('created',","('it:exec:bind', ('guid', {}), { 'doc': 'An instance of a host","{}, ( ('text', ('str', {}), { 'doc': 'The snort rule","('file', 'file:bytes'))}), { 'doc': 'A file is distributed by a","}), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated':","that matched the snort rule.'}), ('src', ('inet:addr', {}), { 'doc':","}), ('sig:name', ('str', {'lower': True}), { 'ro': True, 'doc': 'The","flow that caused the hit.'}), ('dst', ('inet:addr', {}), { 'doc':","await node.set('semver', valu) for k, v in subs.items(): await node.set(f'semver:{k}',","{ 'doc': 'The time of the network flow that caused","{}), { 'doc': 'The host where the account is registered.',","process executing code that bound the listening port.', }), ('host',","('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The source IPv4 address of","'The authentication domain where the account is registered.', }), ('posix:uid',","('str', {}), { 'doc': 'The name of the function.'}), ('description',","('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software which distributes","parse string as a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch'))","ATT&CK software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted':","a process.', }), ('it:exec:mmap', ('guid', {}), { 'doc': 'A memory","'A GUID that represents an individual logon/logoff event.' }), ('it:hosturl',","}), )), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","True, 'onespace': True}), { 'doc': 'The name of the domain.',","('size', ('int', {}), { 'doc': 'The size of the memory","mitigation.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag","('time', ('time', {}), { 'doc': 'The time the port was","{ 'ro': True, 'doc': 'The \"vendor\" field from the CPE","deleted data from the registry.', }), ('host', ('it:host', {}), {","address of the first codeblock of the function.'}), ('rank', ('int',","executing code that deleted the file.', }), ('host', ('it:host', {}),","a named pipe.', }), ('it:dev:mutex', ('str', {}), { 'doc': 'A","{ 'doc': 'A specific version of a software product.'}), ('it:prod:softfile',","'doc': 'Version string associated with this version instance.', }), ('vers:norm',","May be an actual or a virtual / notional host.',","for arch prop = node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop)","process executing code that read the registry.', }), ('host', ('it:host',","sofware author.', }), ('author:person', ('ps:person', {}), { 'deprecated': True, 'doc':","\"cpe:2.3:\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self, valu) parts","Major, minor and patch levels are represented as integers, with","binding the port.' }), ('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The","_normPyInt(self, valu): if valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot","'split': ','}), { 'doc': 'An array of ATT&CK tactics that","attempt to get version information for. Notes: This first attempts","True, 'doc': 'Person who authored the software.', }), ('url', ('inet:url',","True}), { 'ro': True, 'doc': 'The signature name.' }), ('desc',","'onespace': True}), { 'doc': 'The name of the domain.', }),","as a windows domain.' }), ('it:account', ('guid', {}), { 'doc':","('it:exec:proc', {}), { 'doc': 'The process which killed this process.',","normalized semantic version number.', }), ('semver:major', ('int', {}), { 'doc':","a host adding a file to a filesystem.', }), ('it:exec:file:del',","s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if len(parts) != 13: mesg","('time', {}), { 'doc': 'The time the thread exited.', }),","'doc': 'The main process executing code that wrote to /","and patch levels are represented as integers, with a max","or network.' }), ('it:logon', ('guid', {}), { 'doc': 'A GUID","}), ('ctime', ('time', {}), { 'doc': 'The file creation time.',","{ 'doc': 'The main process executing code that wrote to","permissions.', }), ('perms:execute', ('bool', {}), { 'doc': 'True if the","'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12], } return","operating system of the host.' }), ('manu', ('str', {}), {","parent ATT&CK technique on this sub-technique.', }), ('tactics', ('array', {'type':","where the account is registered.', }), ('domain', ('it:domain', {}), {","the file.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':","main process executing code that requested the URL.', }), ('host',","a host writing a file to a filesystem.', }), ('it:exec:reg:get',","{ 'ro': True, 'doc': 'The guid matching the function.'}), ('file',","version : update : edition : language : sw_edition :","with a max width of 20 bits. The comparable integer","SHA256 password hash value.', }), ('hash:sha512', ('hash:sha512', {}), { 'doc':","'doc': 'An instance of a host writing a file to","address where the map was created in the process.', }),","{'subs': subs} def _normPyInt(self, valu): if valu < 0: raise","load event in a process.', }), ('it:exec:mmap', ('guid', {}), {","('it:host', {}), { 'doc': 'The host where the account is","May or may not be the same :exe specified in","by a host or system.', }), ('it:sec:cve', ('str', {'lower': True,","logon attempt.', }), ('logoff:time', ('time', {}), { 'doc': 'The time","CPE 2.3 string.'}), ('target_hw', ('str', {'lower': True, 'strip': True}), {","{}), { 'doc': 'The source IPv6 address of the flow","('it:fs:file', ('guid', {}), { 'doc': 'A file on a host.'","('it:dev:str', {}), { 'doc': 'Software architecture.', }), ('released', ('time', {}),","('it:reveng:function', {}), { 'ro': True, 'doc': 'The guid matching the","filesystem.', }), ('it:exec:file:del', ('guid', {}), { 'doc': 'An instance of","('dst:port', ('inet:port', {}), { 'doc': 'The destination port of the","authored the software.', }), ('author:acct', ('inet:web:acct', {}), { 'deprecated': True,","larger than 1152921504606846975 as a semver.') major, minor, patch =","{ 'doc': 'The optional contiguous IPv6 address range of this","{}, ( # TODO map to an eventual risk:mitigation ('name',","writing a file to a filesystem.', }), ('it:exec:reg:get', ('guid', {}),","(parsed from :path).', }), ('file', ('file:bytes', {}), { 'doc': 'The","('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split': ','}),","the scope of the function.', }), ('strings', ('array', {'type': 'it:dev:str',","this ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type':","raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self, valu) parts =","'Semver prerelease string.', }), ('semver:build', ('str', {}), { 'doc': 'Semver","}), ('it:dev:int', ('int', {}), { 'doc': 'A developer selected integer","as we cannot map an arbitrary pre-release version into a","the CVE vulnerability.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),","the YARA rule.'}), ('author', ('ps:contact', {}), { 'doc': 'Contact info","Formatted String', }), ), 'types': ( ('it:hostname', ('str', {'strip': True,","}), ('it:dev:regval', ('guid', {}), { 'doc': 'A Windows registry key/value","True, 'doc': 'The signature that the file triggered on.' }),","of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The destination","parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12], } return ':'.join(parts),","part : vendor : product : version : update :","software broadcasts the given Android intent.'}), ('it:prod:softver', ('guid', {}), {","('it:account', {}), { 'doc': 'The account that logged in.', }),","{}), { 'doc': 'A description of the ATT&CK group.', 'disp':","('int', {}), { 'doc': 'The user ID of the account.',","'disp': {'hint': 'text'}, }), ('name', ('str', {}), { 'doc': 'The","ATT&CK group.', }), ('names', ('array', {'type': 'ou:name', 'uniq': True, 'sorted':","{ 'doc': 'The host process which caused the activity.'}), ('thread',","()), ('it:exec:proc', {}, ( ('host', ('it:host', {}), { 'doc': 'The","extract version parts out of the string. Returns: int, dict:","read the file. May or may not be the same","'str', 'uniq': True, 'sorted': True}), { 'doc': 'Associated names for","('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","mapped.', }), ('va', ('int', {}), { 'doc': 'The base memory","('name', ('str', {'lower': True}), { 'ro': True, 'doc': 'The signature","the signature.', }), ('name', ('str', {'lower': True}), { 'ro': True,","('str', {}), { 'doc': 'A brief description of the group.',","{ 'doc': 'The registry key or value that was written","('it:av:sig', {}), { 'doc': 'The signature that the file triggered","component parts. This normalizes a version string into an integer","'The main process executing code that requested the URL.', }),","in a process.', }), ('it:exec:loadlib', ('guid', {}), { 'doc': 'A","wrote to the registry.', }), ('host', ('it:host', {}), { 'doc':","'The log messsage text.', }), ('severity', ('int', {'enums': loglevels}), {","'split': ','}), { 'doc': 'An array of ATT&CK software IDs","virtual address of the first codeblock of the function.'}), ('rank',","'doc': 'The file that was modified.', }), )), ('it:exec:reg:get', {},","True}), { 'ro': True, 'doc': 'The \"update\" field from the","}), ('names', ('array', {'type': 'ou:name', 'uniq': True, 'sorted': True}), {","'An iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc':","comparison purposes, as we cannot map an arbitrary pre-release version","logged in.', }), ('creds', ('auth:creds', {}), { 'doc': 'The credentials","given software broadcasts the given Android intent.'}), ('it:prod:softver', ('guid', {}),","True, 'doc': 'The file extension of the file name (parsed","}), ('author:org', ('ou:org', {}), { 'deprecated': True, 'doc': 'Organization which","an actual or a virtual / notional host.', }), ('exe',","'doc': 'The registry key or value that was written to.',","listening port.', }), ('host', ('it:host', {}), { 'doc': 'The host","{}), { 'doc': 'The URL that documents the ATT&CK group.',","the mmap is mapped with write permissions.', }), ('perms:execute', ('bool',","('it:cmd', {}, ()), ('it:exec:proc', {}, ( ('host', ('it:host', {}), {","created.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The","{ 'doc': 'An instance of a host writing a file","('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Used to","CPE 2.3 string.'}), ('sw_edition', ('str', {'lower': True, 'strip': True}), {","('dst', ('inet:addr', {}), { 'doc': 'The destination address of the","(('host', 'it:host'), ('url', 'inet:url'))}), { 'doc': 'A url hosted on","{ 'doc': 'The primary name for the ATT&CK mitigation.', }),","of 20 bits. The comparable integer value representing the semver","'The process that matched the YARA rule.'}), ('time', ('time', {}),","'The android permission requested by the app.'}), )), ('it:prod:softos', {},","sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True,","this ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url',","[%s]', prop) def getModelDefs(self): modl = { 'ctors': ( ('it:semver',","('it:prod:softver', {}), {'ro': True, 'doc': 'The software which can run","'The org that operates the given host.', }), )), ('it:log:event',","rule match to a file.', }), ('it:app:yara:procmatch', ('guid', {}), {","{}), { 'ro': True, 'doc': 'The signature that the file","{}), { 'doc': 'The authentication domain that the host is","{}), { 'doc': 'The primary group ID of the account.',","for the ATT&CK software.', }), ('desc', ('str', {'strip': True}), {","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"edition\"","that matched the file.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The","('file:bytes', {}), { 'ro': True, 'doc': 'The file that matched","'Version string associated with this version instance.', }), ('vers:norm', ('str',","specific file containing code that wrote to the file. May","by the app.'}), )), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}),","it:dev:str.', }), )), ('it:sec:cve', {}, ( ('desc', ('str', {}), {","NIST CPE 2.3 Formatted String', }), ), 'types': ( ('it:hostname',","{'type': 'it:dev:str', 'uniq': True}), { 'doc': 'An array of strings","'The process which killed this process.', }), )), ('it:exec:thread', {},","registry key or value that was written to.', }), )),","True, 'sorted': True}), { 'doc': 'Associated names for the ATT&CK","valu) parts = self._splitCpe23(text) if len(parts) != 13: mesg =","next(genr) if c == '\\\\': c += next(genr) if c","read.', }), ('path', ('file:path', {}), { 'doc': 'The path where","'doc': 'Set to True if the software is a library.'}),","('guid', {}), { 'doc': 'A GUID that represents an account","{'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK element status.', 'ex':","containing code that created the mutex. May or may not","}), ('file', ('file:bytes', {}), { 'doc': 'The file on the","the file. Typically the same host referenced in :proc, if","string as a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return","used to annotate nodes included in this ATT&CK group ID.',","time.', }), ('user', ('inet:user', {}), { 'doc': 'The owner of","the host.', }), ('model', ('str', {}), { 'doc': 'The product","{ 'doc': 'A version of a software product which is","('it:exec:mmap', ('guid', {}), { 'doc': 'A memory mapped segment located","'doc': 'A Mitre ATT&CK Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique',","that was requested.', }), ('client', ('inet:client', {}), { 'doc': 'The","('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc':","'The org that owns/operates the network.', }), ('net4', ('inet:net4', {}),","('net4', ('inet:net4', {}), { 'doc': 'The optional contiguous IPv4 address","prop: await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node, oldv): #","'doc': 'Observed/variant names for this software version.', }), ('cpe', ('it:sec:cpe',",")), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc':","account's default shell.\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), {","installation path of the file.'}), )), ('it:hostsoft', {}, ( ('host',","the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc': 'The","product which contains the signature.', }), )), ('it:av:prochit', {}, (","( ('text', ('str', {}), { 'doc': 'The snort rule text.',","}), ('semver:major', ('int', {}), { 'doc': 'Version major number.', }),","'it:reveng:filefunc'}), { 'doc': 'Other function calls within the scope of","()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, (","'The (optional) hex encoded salt value used to calculate the","was written to.', }), )), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc',","'Used to map an ATT&CK software to a synapse it:prod:soft.',","documents the ATT&CK technique.', }), ('tag', ('syn:tag', {}), { 'doc':","} return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int): ''' Provides support","{}), { 'doc': 'The name of the snort rule.'}), ('version',","('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other function calls within","{ 'doc': 'The operator of the host.', }), ('org', ('ou:org',","'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A YARA rule match to","{ 'doc': 'An array of ChildOf CWE Relationships.' }), )),","'An instance of a host creating or setting a registry","mesg=mesg) text, info = s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if","('intent', 'it:os:android:intent') )}), { 'doc': 'The given software broadcasts the","we cannot map an arbitrary pre-release version into a integer","'doc': 'A brief description of the domain.', }), ('org', ('ou:org',","documents the ATT&CK tactic.', }), ('tag', ('syn:tag', {}), { 'doc':","'/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows","{ 'doc': 'The file considered the \"main\" executable for the","that document the ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {}, (","patch levels. Prerelease and build information will be parsed out","'The username associated with the account', }), ('contact', ('ps:contact', {}),","in this ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type':","with the given os software version.'}), ('it:hostsoft', ('comp', {'fields': (('host',","before attempting to extract version parts out of the string.","'The named pipe string.', }), )), ('it:exec:url', {}, ( ('proc',","{}, ( ('function', ('it:reveng:function', {}), { 'ro': True, 'doc': 'The","that owns/operates the network.', }), ('net4', ('inet:net4', {}), { 'doc':","'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre","instance of a host writing a file to a filesystem.',","( ('it:hostname', {}, ()), ('it:host', {}, ( ('name', ('it:hostname', {}),","'doc': 'The URL that was requested.', }), ('client', ('inet:client', {}),","('hash:sha256', ('hash:sha256', {}), { 'doc': 'A SHA256 hash of the","'doc': 'The android intent which is broadcast by the app.'}),","URLs that document the ATT&CK software.', }), ('techniques', ('array', {'type':","{ 'doc': 'The registry key or value that was deleted.',","'The software which can run on the operating system.'}), ('os',","the flow that caused the hit.'}), ('src:port', ('inet:port', {}), {","('time', {}), { 'doc': 'Timestamp for when this version of","the ATT&CK group.', }), ('names', ('array', {'type': 'ou:name', 'uniq': True,","signature that the file triggered on.' }), ('sig:name', ('str', {'lower':","'Groups that are a member of this group.', }), ('posix:gid',","virtual (e.g., malware sandbox) host.', }), ('it:exec:thread', ('guid', {}), {","('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common Weaknesses Enumeration","('sw_edition', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","ID.', }), ('time', ('time', {}), { 'doc': 'The start time","{}), { 'doc': 'The file creation time.', }), ('mtime', ('time',","('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version type.', }), ('it:sec:cpe',","the process, including any command line parameters.', 'disp': {'hint': 'text'},","current version of the rule.'}), ('enabled', ('bool', {}), { 'doc':","within the function.', }), )), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function',","read.', }), )), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}), {","'doc': 'The sensor host node that produced the hit.'}), ('version',","'doc': 'The file that was deleted.', }), )), ('it:exec:file:read', {},","}), ('arch', ('it:dev:str', {}), { 'doc': 'Software architecture.', }), ('released',","{len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = {","'doc': 'Used to map an ATT&CK software to a synapse","'The host running the process that wrote to the file.","}), )), ('it:fs:file', {}, ( ('host', ('it:host', {}), { 'doc':","}), )), ('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip': True}), {","}), ('semver:build', ('str', {}), { 'doc': 'Semver build string.', }),","= {'major': major, 'minor': minor, 'patch': patch} return valu, {'subs':","running the process that bound the listening port. Typically the","integer to allow version ordering. Prerelease information is disregarded for","('int', {}), { 'doc': 'The size of the memory map","function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to imported","array of URLs that document the ATT&CK software.', }), ('techniques',","'doc': 'The SHA256 password hash value.', }), ('hash:sha512', ('hash:sha512', {}),","{ 'doc': 'The host running the process that deleted data","the YARA engine matched the process to the rule.'}), ('version',","be the same :exe specified in :proc, if present.', }),","'doc': 'The name of the software at a particular version.',","s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string as a semver.') valu","contains the signature.', }), ('name', ('str', {'lower': True}), { 'ro':","of the rule at the time of match.'}), )), ('it:app:yara:rule',","Exposures (CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}),","intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc': 'The android intent","of the major, minor and patch levels. Prerelease and build","('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to imported library","deleted.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The","{ 'doc': 'The time the library was loaded.', }), ('unloaded',","documents the ATT&CK group.', }), ('tag', ('syn:tag', {}), { 'doc':","the software.', }), ('author:org', ('ou:org', {}), { 'deprecated': True, 'doc':","{ 'doc': 'The SHA256 password hash value.', }), ('hash:sha512', ('hash:sha512',","'An array of techniques used by the software.', }), )),","version of the rule at the time of match.'}), )),","str await node.snap.addNode('it:dev:str', prop) # form the semver properly or","containing code that deleted data from the registry. May or","listening port.', }), ('it:fs:file', ('guid', {}), { 'doc': 'A file","}), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted': True, 'split':","{}), { 'doc': 'A Windows registry key/value pair.', }), ('it:prod:soft',","{}), { 'doc': 'The version of the rule at the","('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The","'doc': 'The \"update\" field from the CPE 2.3 string.'}), ('edition',","('str', {}), { 'doc': 'A string representing a mutex.', }),","Relationships.' }), )), ('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}), {","'doc': 'The URL that documents the ATT&CK mitigation.', }), ('tag',","{}), { 'doc': 'The source address of flow that caused","}), ('time', ('time', {}), { 'doc': 'The start time for","'doc': 'Other function calls within the scope of the function.',","('manu', ('str', {}), { 'doc': 'The manufacturer of the host.',","of a string. Args: valu (str): String to attempt to","force the version out of a string. Args: valu (str):","'doc': 'A raw JSON record of the log event.', }),","}), ('semver:minor', ('int', {}), { 'doc': 'Version minor number.', }),","{ 'doc': 'The Windows registry key.', }), ('str', ('it:dev:str', {}),","member of.', }), ('ipv4', ('inet:ipv4', {}), { 'doc': 'The last",")), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid', {}), { 'doc':","('it:exec:proc', {}), { 'doc': 'The process which created the process.'","for this password hash.', }), )), ('it:cmd', {}, ()), ('it:exec:proc',","{'strip': True}), { 'doc': 'The primary name for the ATT&CK","binary data.', }), )), ('it:prod:soft', {}, ( ('name', ('str', {'lower':","engine matched the process to the rule.'}), ('version', ('it:semver', {}),","strings if that information is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self)","}), ('os', ('it:prod:softver', {}), { 'doc': 'The operating system of","is mapped with read permissions.', }), ('perms:write', ('bool', {}), {","snort rule.'}), ('src', ('inet:addr', {}), { 'doc': 'The source address","code that created the named pipe.', }), ('host', ('it:host', {}),","('url', 'inet:url'))}), { 'doc': 'A url hosted on or served","of techniques used by the software.', }), )), ('it:mitre:attack:mitigation', {},","the software is an operating system.'}), ('islib', ('bool', {}), {","'The primary group ID of the account.', 'ex': '1001', }),","'ex': '1001', }), ('posix:gid', ('int', {}), { 'doc': 'The primary","{}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The android","string.', 'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid', {}), {","allow version ordering. Prerelease information is disregarded for integer comparison","'An advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}), { 'doc':","f'CPE 2.3 string has {len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu,","('inet:net6', {}), { 'doc': 'The optional contiguous IPv6 address range","('text', ('str', {}), { 'doc': 'The snort rule text.', 'disp':","raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string as a semver.')","'doc': 'The source IPv4 address of the flow that caused","( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version type.', }),","hash.', }), ('hash:md5', ('hash:md5', {}), { 'doc': 'The MD5 password",")), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}), { 'doc':","('file:bytes', {}), { 'ro': True, 'doc': 'The file that contains","'The exit code for the process.', }), ('user', ('inet:user', {}),","main process executing code that deleted data from the registry.',","('it:exec:proc', {}), { 'doc': 'The main process executing code that","which the software can run on.'}), )), ('it:os:android:ilisten', {}, (","'The geo-political location string for the node.', }), ('os', ('it:prod:softver',","}), )), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","url hosted on or served by a host or system.',","version integer and a subs dictionary. ''' try: valu, info","True, 'doc': 'The \"target_hw\" field from the CPE 2.3 string.'}),","('it:app:snort:rule', {}), { 'doc': 'The snort rule that matched the","{}), { 'doc': 'Software architecture.', }), ('released', ('time', {}), {","destination IPv4 address of the flow that caused the hit.'}),","'strip': True}), { 'doc': 'Name of the software.', }), ('names',","{ 'doc': 'The name of the domain.', }), ('desc', ('str',","}), ('time', ('time', {}), { 'doc': 'The time the named","name of the domain.', }), ('desc', ('str', {}), { 'doc':","{}), { 'doc': 'The default installation path of the file.'}),","('rule', ('it:app:snort:rule', {}), { 'doc': 'The snort rule that matched","'doc': 'The authentication domain where the group is registered.', }),","{}), {'ro': True, 'doc': 'The android permission requested by the","node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self,","('inet:url', {}), { 'ro': True, 'doc': 'URL available on the",":proc, if present.'}), ('time', ('time', {}), { 'doc': 'The time","{ 'ro': True, 'doc': 'The final component of the file","software which can run on the operating system.'}), ('os', ('it:prod:softver',","strings using the it:semver normalization before attempting to extract version","patch} return valu, {'subs': subs} def repr(self, valu): major, minor,","the ATT&CK mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True,","network.', }), )), ('it:account', {}, ( ('user', ('inet:user', {}), {","('sig:soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus product","s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return valu, subs async def","{'strip': True}), { 'doc': 'A description of the ATT&CK mitigation.',","the major, minor and patch levels. Prerelease and build information","'doc': 'A YARA rule unique identifier.', }), ('it:app:yara:match', ('comp', {'fields':","{}), { 'doc': 'A thread executing in a process.', }),","}), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'A SHA256 hash of","to annotate nodes included in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100',","in :proc, if present.'}), ('time', ('time', {}), { 'doc': 'The","'doc': 'The process where the memory was mapped.', }), ('va',","{}), { 'doc': 'The status of this ATT&CK technique.', }),","{}), { 'doc': 'The host running the process that requested","was created in the process.', }), ('size', ('int', {}), {","if the mmap is a mapped view of a file.',","'it:prod:softver'))}), { 'doc': 'A version of a software product which","it if possible prop = node.get('software') if prop: opts =","{ 'doc': 'The org that operates the given host.', }),","of the rule evaluated as a match.'}), )), ('it:app:yara:procmatch', {},","{'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common Weaknesses Enumeration Specification',","valu prop = node.get('vers') if not prop: return await node.set('vers:norm',","string subs = s_version.parseVersionParts(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu,","'The product model of the host.', }), ('serial', ('str', {}),","True, 'doc': 'The \"other\" field from the CPE 2.3 string.'}),","{}), { 'doc': 'The operating system of the host.' }),","mesg='Cannot norm a integer larger than 1152921504606846975 as a semver.')","the process that read the registry. Typically the same host","}), ('it:dev:mutex', ('str', {}), { 'doc': 'A string representing a","{'lower': True, 'strip': True, 'onespace': True}), { 'doc': 'The name","IPv6 where the logon originated.', }), )), ('it:hosturl', {}, (","('hash:sha1', ('hash:sha1', {}), { 'doc': 'The SHA1 password hash value.',","value.', }), ('hash:sha512', ('hash:sha512', {}), { 'doc': 'The SHA512 password","('str', {}), { 'doc': 'A brief description of the network.',","{ 'doc': 'The NIST CPE 2.3 string specifying this software","'doc': 'The Microsoft Windows Security Identifier of the account.', }),","{}), { 'doc': 'The source port of the flow that","- = N/A ''' def __init__(self, modl, name, info, opts):","running the process that read the file. Typically the same","('it:av:filehit', {}, ( ('file', ('file:bytes', {}), { 'ro': True, 'doc':","'doc': 'The given software listens for an android intent.'}), ('it:os:android:ibroadcast',","('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 where the logon","URL retrieval..' }), ('client:port', ('inet:port', {}), { 'doc': 'The client","logger.exception('Failed to brute force version string [%s]', prop) def getModelDefs(self):","the process. For example, rundll32.exe may be considered the \"main\"","'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid', {}), { 'doc': 'A","'doc': 'The time that the YARA engine matched the process","'doc': 'The status of this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique',","primary name for the ATT&CK software.', }), ('names', ('array', {'type':","a file.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'A SHA256","time.', }), ('mtime', ('time', {}), { 'doc': 'The file modification","('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A","parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part':","to a string inside a function.', }), ('it:reveng:impfunc', ('str', {'lower':","'The synapse tag used to annotate nodes included in this","('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The","ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':","{'ro': True, 'doc': 'The file distributed by the software.'}), ('path',","'doc': 'A developer-selected string.' }), ('it:dev:pipe', ('str', {}), { 'doc':","(str): String to attempt to get version information for. Notes:","{}), { 'doc': 'The operator of the host.', }), ('org',",")), ('it:sec:cve', {}, ( ('desc', ('str', {}), { 'doc': 'A","'The host where the logon originated.', }), ('client:ipv4', ('inet:ipv4', {}),","host adding a file to a filesystem.', }), ('it:exec:file:del', ('guid',","'doc': 'The IPv4 of the client during the URL retrieval..'","host that executed the process. May be an actual or","async def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self,","on the host.'}) )), ('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}),","the software.', }), ('url', ('inet:url', {}), { 'doc': 'URL relevant","known location for the host.' }), ('place', ('geo:place', {}), {","CPE 2.3 Formatted String', }), ), 'types': ( ('it:hostname', ('str',","actual (e.g., endpoint) or virtual (e.g., malware sandbox) host.', }),","{ 'doc': 'The host that the account logged in to.',","}), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'An array of","of this group.', }), ('posix:gid', ('int', {}), { 'doc': 'The","specific file containing code that bound the listening port. May","(Section 6.2) cpe:2.3: part : vendor : product : version","of the host.', }), ('serial', ('str', {}), { 'doc': 'The","('inet:net4', {}), { 'doc': 'The optional contiguous IPv4 address range","system normalized version integer and a subs dictionary. ''' try:","('url', ('inet:url', {}), { 'doc': 'A URL linking this CVE","of the network.', }), ('org', ('ou:org', {}), { 'doc': 'The","the flow that caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}), {","await node.snap.addNode('it:dev:str', prop) # form the semver properly or bruteforce","String to attempt to get version information for. Notes: This","an ATT&CK software to a synapse it:prod:soft.', }), ('name', ('str',","('it:sec:cve', {}, ( ('desc', ('str', {}), { 'doc': 'A free-form","'The IPv6 where the logon originated.', }), )), ('it:hosturl', {},","for the ATT&CK mitigation.', }), ('desc', ('str', {'strip': True}), {","a registry key.', }), ('it:exec:reg:set', ('guid', {}), { 'doc': 'An","of CVEs that apply to this software version.', }), ('vers',","a match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}), {","('path', ('file:path', {}), { 'doc': 'The path to the executable","}), )), ('it:mitre:attack:mitigation', {}, ( # TODO map to an","'The IPv6 address specified to bind().' }), ('server:port', ('inet:port', {}),","'The path where the file was deleted.', }), ('path:dir', ('file:path',","}), ('src:proc', ('it:exec:proc', {}), { 'doc': 'An external process which","about the signature.', }) )), ('it:av:filehit', {}, ( ('file', ('file:bytes',",")), ('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Software","available from.', }), )), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}),","value is an integer.', }), ('bytes', ('file:bytes', {}), { 'doc':","'doc': 'The android app which requests the permission.'}), ('perm', ('it:os:android:perm',","{ 'doc': 'The IPv6 address specified to bind().' }), ('server:port',","'The host running the process that read the file. Typically","rule unique identifier.', }), ('it:app:snort:hit', ('guid', {}), { 'doc': 'An","}), ('url', ('inet:url', {}), { 'doc': 'The URL that documents","('inet:url', {}), { 'doc': 'The URL that documents the ATT&CK","node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name = nodes[0].get('name') if name: await","('inet:server', {}), { 'doc': 'The inet:addr of the server when","{ 'doc': 'The file path if the mmap is a","to extract version parts out of the string. Returns: int,","of the registry key, if the value is an integer.',","caused the activity.'}), ('thread', ('it:exec:thread', {}), { 'doc': 'The host","('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An android advertising identification string.'}),","file.', }), )), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}), {","'The Microsoft Windows Security Identifier of the account.', }), ('groups',","}), ('it:exec:loadlib', ('guid', {}), { 'doc': 'A library load event","= True s_types.Str.__init__(self, modl, name, info, opts) def _splitCpe23(self, text):","parts[3], 'product': parts[4], 'version': parts[5], 'update': parts[6], 'edition': parts[7], 'language':",")), ('it:log:event', {}, ( ('mesg', ('str', {}), { 'doc': 'The","code that requested the URL. May or may not be","is available and set it if possible prop = node.get('software')","{ 'doc': 'The URL that documents the ATT&CK software.', }),","main process executing code that read the file.', }), ('host',","available on the host.', }), )), ('it:dev:str', {}, ( ('norm',","('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability",": sw_edition : target_sw : target_hw : other * =","executing code that wrote to / modified the existing file.',","'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {","'doc': 'A snort rule unique identifier.', }), ('it:app:snort:hit', ('guid', {}),","to be compatible with the given os software version.'}), ('it:hostsoft',","string.', }), ('semver:build', ('str', {}), { 'doc': 'Semver build string.',","running the process that read the registry. Typically the same","evaluated as a match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule',","'The name of the software at a particular version.', }),","{ 'doc': 'The URL that documents the ATT&CK group.', }),","('auth:creds', {}), { 'doc': 'The credentials that were used for","software.', }), ('desc', ('str', {}), { 'doc': 'A description of","('int', {}), { 'doc': 'The exit code or return value","{}), { 'doc': 'URL where a specific version of the","'strip': True, 'onespace': True}), { 'doc': 'The name of the","the software.'}), ('path', ('file:path', {}), { 'doc': 'The default installation","('inet:web:acct', {}), { 'deprecated': True, 'doc': 'Web account of the","{ 'doc': 'An instance of a host creating or setting","host process which caused the activity.'}), ('thread', ('it:exec:thread', {}), {","initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self,","'doc': 'An iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}), {","'A free-form description of the signature.', 'disp': {'hint': 'text'}, }),","'The IPv4 of the client during the URL retrieval..' }),","log event.', }), )), ('it:domain', {}, ( ('name', ('str', {'lower':","valu) for k, v in subs.items(): await node.set(f'semver:{k}', v) except","'The time that the YARA engine matched the process to","main process executing code that read the registry.', }), ('host',","'The main process executing code that deleted data from the","{}), { 'doc': 'Contact info for the author of the","( ('proc', ('it:exec:proc', {}), { 'doc': 'The process where the","originated.', }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 where","('file', ('file:bytes', {}), {'ro': True, 'doc': 'The file distributed by","','}), { 'doc': 'An array of ATT&CK technique IDs addressed","{ 'doc': 'The operating system of the host.' }), ('manu',",")), ('it:group', {}, ( ('name', ('str', {'lower': True, 'strip': True,","the process. May be an actual or a virtual /","'doc': 'The org that owns/operates the network.', }), ('net4', ('inet:net4',","specific antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}), { 'doc': 'An","specific file containing code that read the file. May or","'doc': 'The library software version.'}), )), ('it:prod:softfile', {}, ( ('soft',","'The \"target_hw\" field from the CPE 2.3 string.'}), ('other', ('str',","major, minor and patch levels. Prerelease and build information will","}), )), ('it:prod:soft', {}, ( ('name', ('str', {'lower': True, 'strip':","that wrote to the registry.', }), ('host', ('it:host', {}), {","('it:prod:softver', {}), {'ro': True, 'doc': 'The app software which listens","version instance.', }), ('vers:norm', ('str', {'lower': True}), { 'doc': 'Normalized","('int', {}), { 'doc': 'The complexity of the function.'}), ('funccalls',","'doc': 'The path where the file was created.', }), ('path:dir',","True, 'doc': 'The \"language\" field from the CPE 2.3 string.'}),","getModelDefs(self): modl = { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, {","'The IPv4 where the logon originated.', }), ('client:ipv6', ('inet:ipv6', {}),","hash.', }), ('it:exec:proc', ('guid', {}), { 'doc': 'A process executing","of the host.', }), ('operator', ('ps:contact', {}), { 'doc': 'The","log messsage text.', }), ('severity', ('int', {'enums': loglevels}), { 'doc':","}), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split':","as a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu,","('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The","'The \"language\" field from the CPE 2.3 string.'}), ('sw_edition', ('str',","{}), { 'doc': 'The command string used to launch the","was requested.', }), ('url', ('inet:url', {}), { 'doc': 'The URL","of the function.'}), ('rank', ('int', {}), { 'doc': 'The function","represents a logical network.' }), ('it:domain', ('guid', {}), { 'doc':","{ 'doc': 'The host running the process that bound the","host.' }), ('manu', ('str', {}), { 'doc': 'The manufacturer of","('semver:build', ('str', {}), { 'doc': 'Semver build string.', }), ('url',","triggered on.' }), ('sig:name', ('str', {'lower': True}), { 'ro': True,","created the mutex. Typically the same host referenced in :proc,","{ 'doc': 'The executable file which caused the activity.'}), ('proc',","}), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}), { 'doc':","a integer value Major, minor and patch levels are represented","Mitre ATT&CK element status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex':","'An instance of a host binding a listening port.', }),","{}), { 'doc': 'An instance of a host requesting a","_onPropSoftverSoft(self, node, oldv): # Check to see if name is","{ 'doc': 'The time the memory map was deleted.', }),","{ 'doc': 'The specific file containing code that read the","the string subs = s_version.parseVersionParts(valu) if subs is None: raise","{ 'doc': 'The rule enabled status to be used for","'The host running the process that created the new file.","return valu, subs except s_exc.BadTypeValu: # Try doing version part","encoded salt value used to calculate the password hash.', }),","'uniq': True}), { 'doc': 'An array of strings referenced within","'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A","{}, ( ('host', ('it:host', {}), { 'ro': True, 'doc': 'Host","'The destination address of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), {","of ATT&CK tactics that include this technique.', }), )), ('it:mitre:attack:software',","'The rule enabled status to be used for YARA evaluation","'doc': 'An array of URLs that document the ATT&CK group.',","('it:domain', {}, ( ('name', ('str', {'lower': True, 'strip': True, 'onespace':","True, 'strip': True}), { 'ro': True, 'doc': 'The \"language\" field","async def _onFormMakeDevStr(self, node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop)","to parse strings using the it:semver normalization before attempting to","'doc': 'A Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa',","'The parent ATT&CK technique on this sub-technique.', }), ('tactics', ('array',","URL linking this CWE to a full description.', }), ('parents',","{ 'doc': 'An instance of a host requesting a URL.',","{ 'doc': 'The primary name for the ATT&CK technique.', }),","GUID that represents a group on a host or network.'","executable for the process. For example, rundll32.exe may be considered","process that requested the URL. Typically the same host referenced","that created the mutex. Typically the same host referenced in","will be parsed out and available as strings if that","is a member of.', }), ('ipv4', ('inet:ipv4', {}), { 'doc':","'doc': 'The primary name for the ATT&CK software.', }), ('names',","('url', ('inet:url', {}), { 'ro': True, 'doc': 'URL available on","primary name for the ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}),","}), ('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If deprecated, this field","}), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common","{}), {'ro': True, 'doc': 'The file distributed by the software.'}),","process executing code that deleted the file.', }), ('host', ('it:host',","that read the file. Typically the same host referenced in","of the file path (parsed from :path).', }), ('path:ext', ('str',","'A arbitrary, unversioned software product.', }), ('it:adid', ('str', {'lower': True,","2.3 string.'}), ('other', ('str', {'lower': True, 'strip': True}), { 'ro':","'doc': 'The time the memory map was created.', }), ('deleted',","{ 'doc': 'The URL that documents the ATT&CK technique.', }),","field may contain the current value for the technique.', }),","'ro': True, 'doc': 'The \"part\" field from the CPE 2.3","{ 'deprecated': True, 'doc': 'Web account of the software author.',","[] genr = iter(text) try: while True: c = next(genr)","}), )), ('it:group', {}, ( ('name', ('str', {'lower': True, 'strip':","'uniq': True, 'sorted': True}), { 'doc': 'An array of alternate","cpe:2.3: part : vendor : product : version : update","a host getting a registry key.', }), ('it:exec:reg:set', ('guid', {}),","file triggered on.' }), ('time', ('time', {}), { 'doc': 'The","of the ATT&CK software.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',","bind().' }), ('server:port', ('inet:port', {}), { 'doc': 'The bound (listening)","as designated by a Common Vulnerabilities and Exposures (CVE) number.',","'doc': 'A file on a host.' }), ('it:exec:file:add', ('guid', {}),","('it:logon', ('guid', {}), { 'doc': 'A GUID that represents an","host.', }), ('domain', ('it:domain', {}), { 'doc': 'The authentication domain","for the POSIX account.', }), ('posix:home', ('file:path', {}), { 'doc':","'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':","'The host on which the activity occurred.'}), ('time', ('time', {}),","authored the software.', }), ('author:org', ('ou:org', {}), { 'deprecated': True,","the CPE 2.3 string.'}), )), ('it:sec:cwe', {}, ( ('name', ('str',","field from the CPE 2.3 string.'}), )), ('it:sec:cwe', {}, (","}), ('account', ('it:account', {}), { 'doc': 'The account that logged","the client during the URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}),","{ 'doc': 'Calls to imported library functions within the scope","process.', }), )), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}), {","'text'}, }), ('desc:short', ('str', {'lower': True}), { 'doc': 'A short","IPv4 address specified to bind().' }), ('server:ipv6', ('inet:ipv6', {}), {","'doc': 'An array of alternate names for the ATT&CK group.',","modified the existing file.', }), ('host', ('it:host', {}), { 'doc':","primary name for the ATT&CK group.', }), ('names', ('array', {'type':","'doc': 'A developer selected integer constant.', }), ('it:dev:regkey', ('str', {}),","URL.', }), ('host', ('it:host', {}), { 'doc': 'The host running","the host.' }), ('latlong', ('geo:latlong', {}), { 'doc': 'The last","rule evaluated as a match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule',","True, 'strip': True}), { 'ro': True, 'doc': 'The \"version\" field","'doc': 'A GUID that represents a group on a host","'The signature that the file triggered on.' }), ('time', ('time',","the mutex was created.', }), ('name', ('it:dev:mutex', {}), { 'doc':","'doc': 'The registry key or value that was read.', }),","{}), { 'doc': 'A brief description of the domain.', }),","function.'}), ('va', ('int', {}), { 'doc': 'The virtual address of","'doc': 'The org that operates the given host.', }), )),","'The specific file containing code that created the mutex. May","that produced the hit.'}), ('version', ('it:semver', {}), { 'doc': 'The","the registry key, if the value is a string.', }),","{}), { 'doc': 'The specific file containing code that read","file on the host.', }), ('ctime', ('time', {}), { 'doc':","and build information will be parsed out and available as","{}, ( ('host', ('it:host', {}), { 'doc': 'The host containing","}), ('desc', ('str', {}), { 'doc': 'The CWE description field.',","'doc': 'A Mitre ATT&CK element status.', 'ex': 'current', }), ('it:mitre:attack:group',","of the function.'}), ('description', ('str', {}), { 'doc': 'Notes concerning","name = nodes[0].get('name') if name: await node.set('software:name', name) async def","TCP port.' }), )), ('it:fs:file', {}, ( ('host', ('it:host', {}),","('latlong', ('geo:latlong', {}), { 'doc': 'The last known location for","that created the new file.', }), ('host', ('it:host', {}), {","> s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer larger","'doc': 'Normalized version of the version string.', }), ('arch', ('it:dev:str',","ATT&CK Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}),","file name (parsed from :path).', }), ('path:base', ('file:base', {}), {","that matched the YARA rule.'}), ('time', ('time', {}), { 'doc':","parts[12], } return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int): ''' Provides","{ 'doc': 'The file that was created.', }), )), ('it:exec:file:del',","valu, info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu, subs","tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),","'doc': 'The last known location for the host.' }), ('place',","running the process that created the new file. Typically the","('it:auth:passwdhash', {}, ( ('salt', ('hex', {}), { 'doc': 'The (optional)","}), ('path:base', ('file:base', {}), { 'ro': True, 'doc': 'The final","('vers:norm', ('str', {'lower': True}), { 'doc': 'Normalized version of the","('inet:ipv4', {}), { 'doc': 'The last known ipv4 address for","('version', ('it:semver', {}), { 'doc': 'The version of the rule","registry was deleted.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The","{ 'doc': 'The URL that was requested.', }), ('client', ('inet:client',","on a host.' }), ('it:exec:file:add', ('guid', {}), { 'doc': 'An","valu, subs async def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async","return valu loglevels = ( (10, 'debug'), (20, 'info'), (30,","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The file","{}), { 'doc': 'URL relevant for the software.', }), ('isos',","'The process where the library was loaded.', }), ('va', ('int',","('model', ('str', {}), { 'doc': 'The product model of the","'The time the registry was read.', }), ('reg', ('it:dev:regval', {}),","synapse.lib.module as s_module import synapse.lib.version as s_version logger = logging.getLogger(__name__)","associated with this account.', }), ('host', ('it:host', {}), { 'doc':","string. Returns: int, dict: The system normalized version integer and","{ 'doc': 'A raw JSON record of the log event.',","arbitrary, unversioned software product.', }), ('it:adid', ('str', {'lower': True, 'strip':","account's home directory.\", 'ex': '/home/visi', }), ('posix:shell', ('file:path', {}), {","{ 'doc': 'The file that was read.', }), )), ('it:exec:file:write',","from the registry. May or may not be the same","('lib', 'it:prod:softver'))}), { 'doc': 'A software version contains a library","}), ('url', ('inet:url', {}), { 'doc': 'The URL that was","technique.', }), )), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}), {","such as a windows domain.' }), ('it:account', ('guid', {}), {","('it:exec:proc', {}), { 'doc': 'The process where the memory was","'A description of the ATT&CK mitigation.', 'disp': {'hint': 'text'}, }),","the listening port. May or may not be the same","name of the group.', }), ('desc', ('str', {}), { 'doc':","on or served by a host or system.', }), ('it:sec:cve',",")), ('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}), { 'ro': True,","reference URL for information about the signature.', }) )), ('it:av:filehit',","True, 'strip': True, 'onespace': True}), { 'doc': 'The name of","annotate nodes included in this ATT&CK software.', 'ex': 'cno.mitre.s0100', }),","'The android app which requests the permission.'}), ('perm', ('it:os:android:perm', {}),","'The specific file containing code that wrote to the registry.","()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}),","contains a library software version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft',","risk:mitigation ('name', ('str', {'strip': True}), { 'doc': 'The primary name","a specific version of the software is available from.', }),","from :path).', }), ('path:base', ('file:base', {}), { 'ro': True, 'doc':","interesting behavior.'}), ('complexity', ('int', {}), { 'doc': 'The complexity of","('ps:contact', {}), { 'doc': 'Additional contact information associated with this","file containing code that read the file. May or may","process executing on a host. May be an actual (e.g.,","technique.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':",": language : sw_edition : target_sw : target_hw : other","host where the group is registered.', }), ('domain', ('it:domain', {}),","software at a particular version.', }), ('names', ('array', {'type': 'it:dev:str',","instance.', }), ('software:name', ('str', {'lower': True, 'strip': True}), { 'doc':","{}), { 'doc': 'An instance of a host creating or","('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted': True}), { 'doc': 'A","'doc': 'A log level integer that increases with severity.', }),","any command line parameters.', 'disp': {'hint': 'text'}, }), ('pid', ('int',","True, 'sorted': True}), { 'doc': 'An array of alternate names","'deprecated': True, 'doc': 'Organization which authored the software.', }), ('author:acct',","('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A","'doc': 'The snort rule text.', 'disp': {'hint': 'text'}, }), ('name',","'doc': 'The address of the client during the URL retrieval.'","'doc': 'The file on the host.', }), ('ctime', ('time', {}),","that deleted data from the registry. Typically the same host","+= c except StopIteration: parts.append(part) return parts def _normPyStr(self, valu):","default shell.\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc':","value.', }), ('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The NTLM password","'An android permission string.'}), ('it:os:android:intent', ('str', {}), { 'doc': 'An","distributed by the software.'}), ('path', ('file:path', {}), { 'doc': 'The","while True: c = next(genr) if c == '\\\\': c","('int', {}), { 'doc': 'The virtual address of the first","has {len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs =","'doc': 'A reference to a string inside a function.', }),","intent which is broadcast by the app.'}), )), ('it:prod:softver', {},","{}, ( ('soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The","{}), { 'doc': 'The source IPv4 address of the flow","adding a file to a filesystem.', }), ('it:exec:file:del', ('guid', {}),","{ 'doc': 'A Mitre ATT&CK Group ID.', 'ex': 'G0100', }),","bruteforce parts try: valu, subs = self.bruteVersionStr(prop) await node.set('semver', valu)","'doc': 'An advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}), {","particular version.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted':","concatenation of the major, minor and patch levels. Prerelease and","'doc': 'The app software which broadcasts the android intent.'}), ('intent',","antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}), { 'doc': 'An instance","time the logon occured.', }), ('success', ('bool', {}), { 'doc':","{ 'doc': 'A vulnerability as designated by a Common Vulnerabilities","key, if the value is an integer.', }), ('bytes', ('file:bytes',","an executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}),","YARA rule.'}), ('author', ('ps:contact', {}), { 'doc': 'Contact info for","URL that documents the ATT&CK tactic.', }), ('tag', ('syn:tag', {}),","when binding the port.' }), ('server:ipv4', ('inet:ipv4', {}), { 'doc':","from the CPE 2.3 string.'}), ('other', ('str', {'lower': True, 'strip':","CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part :","'it:os:android:intent') )}), { 'doc': 'The given software broadcasts the given","file was read.', }), ('path:dir', ('file:path', {}), { 'ro': True,","of the version string.', }), ('arch', ('it:dev:str', {}), { 'doc':","time the thread exited.', }), ('exitcode', ('int', {}), { 'doc':","duration of the logon session.', }), ('client:host', ('it:host', {}), {","address specified to bind().' }), ('server:port', ('inet:port', {}), { 'doc':","of the signature.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),","'doc': 'A vulnerability as designated by a Common Vulnerabilities and","string that the function references.'}), )), ('it:reveng:impfunc', {}, ()), ),","from the CPE 2.3 string.'}), ('update', ('str', {'lower': True, 'strip':","{}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The app","name, info, opts): opts['lower'] = True s_types.Str.__init__(self, modl, name, info,","technique IDs addressed by the mitigation.', }), )), ('it:dev:int', {},",")), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc':","\"The path to the POSIX account's default shell.\", 'ex': '/bin/bash',","rule.'}), ('author', ('ps:contact', {}), { 'doc': 'Contact info for the","('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A file","('inet:url', {}), { 'doc': 'URL relevant for the software.', }),","= self.bruteVersionStr(prop) await node.set('semver', valu) for k, v in subs.items():","True, 'doc': 'The app software which broadcasts the android intent.'}),","{ 'doc': 'The process that matched the YARA rule.'}), ('time',","the file was written to/modified.', }), ('path', ('file:path', {}), {","'URL where a specific version of the software is available","is an integer.', }), ('bytes', ('file:bytes', {}), { 'doc': 'The","'The group owner of the file.', }), )), ('it:exec:file:add', {},","Common Vulnerabilities and Exposures (CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe',","{}), {'ro': True, 'doc': 'The android app which requests the","'The software version is known to be compatible with the","{ 'doc': 'The time the file was created.', }), ('path',","'The host process which caused the activity.'}), ('thread', ('it:exec:thread', {}),","{}), { 'doc': 'The URL that documents the ATT&CK software.',","'doc': 'The file that matched the YARA rule.'}), ('version', ('it:semver',","URLs that document the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}),","'it:reveng:impfunc'}), { 'doc': 'Calls to imported library functions within the","view of a file.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc':","'The YARA rule that matched the file.'}), ('file', ('file:bytes', {}),","('va', ('int', {}), { 'doc': 'The virtual address of the","field from the CPE 2.3 string.'}), ('edition', ('str', {'lower': True,","requests the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'),","{}), { 'doc': 'The host where the group is registered.',","of the ATT&CK tactic.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',","the technique.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A","host.', }), ('operator', ('ps:contact', {}), { 'doc': 'The operator of","'doc': \"The path to the POSIX account's home directory.\", 'ex':","time the port was bound.', }), ('server', ('inet:server', {}), {","('inet:ipv6', {}), { 'doc': 'The IPv6 address specified to bind().'","'The file representing the value of the registry key, if","'doc': 'The string that the function references.'}), )), ('it:reveng:impfunc', {},","advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}), { 'doc': 'A","if it exhibits interesting behavior.'}), ('complexity', ('int', {}), { 'doc':","{ 'ro': True, 'doc': 'The \"product\" field from the CPE","log level integer that increases with severity.', }), ('data', ('data',","('time', {}), { 'doc': 'The time the file was created.',","{}), { 'doc': 'A raw JSON record of the log","for this software.', }), ('desc', ('str', {}), { 'doc': 'A","of an antivirus engine name.' }), ('it:av:filehit', ('comp', {'fields': (('file',","out of the string') if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor',","('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK Technique","('it:sec:cwe', {}, ( ('name', ('str', {}), { 'doc': 'The CWE","'The primary name for the ATT&CK technique.', }), ('status', ('it:mitre:attack:status',","ATT&CK Software ID.', 'ex': 'S0154', }), ('it:dev:str', ('str', {}), {","':': parts.append(part) part = '' continue part += c except","('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A","('software', ('it:prod:soft', {}), { 'doc': 'Used to map an ATT&CK","{}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {},","triggered the signature hit.', }), ('sig', ('it:av:sig', {}), { 'doc':","}), ('name', ('it:dev:pipe', {}), { 'doc': 'The named pipe string.',","{}), { 'deprecated': True, 'doc': 'Web account of the software","domain where the group is registered.', }), ('groups', ('array', {'type':","'doc': 'The path to the executable which started the process.',","the node.', }), ('os', ('it:prod:softver', {}), { 'doc': 'The operating","name is available and set it if possible prop =","}), ('it:exec:mutex', ('guid', {}), { 'doc': 'A mutex created by","('it:mitre:attack:mitigation', {}, ( # TODO map to an eventual risk:mitigation","text password for this password hash.', }), )), ('it:cmd', {},","= node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self,","same :exe specified in :proc, if present.', }), ('time', ('time',","given os software version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver',","account that logged in.', }), ('creds', ('auth:creds', {}), { 'doc':","'doc': 'The specific file containing code that deleted data from","True, 'doc': 'The YARA rule that matched the file.'}), ('file',","}), ('bytes', ('file:bytes', {}), { 'doc': 'The file representing the","that matched the file.'}), ('file', ('file:bytes', {}), { 'ro': True,","('str', {'lower': True, 'strip': True}), { 'doc': 'The name of","file access time.', }), ('user', ('inet:user', {}), { 'doc': 'The","{ 'doc': 'Used to map an ATT&CK software to a","{}), { 'doc': 'The main process executing code that wrote","activity.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The host process which","'The NIST CPE 2.3 string specifying this software version', }),","loaded by that program.', }), ('cmd', ('it:cmd', {}), { 'doc':","the ATT&CK group.', }), ('desc', ('str', {}), { 'doc': 'A","'doc': 'An instance of a host deleting a file from","('ou:org', {}), { 'doc': 'The org that operates the given","()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {}, (","{ 'doc': \"The path to the POSIX account's home directory.\",","level integer that increases with severity.', }), ('data', ('data', {}),","('sig', ('it:av:sig', {}), { 'doc': 'The signature that the file","'A software version contains a library software version.'}), ('it:prod:softos', ('comp',","{ 'doc': 'The primary name for the ATT&CK group.', }),","'The time the file was read.', }), ('path', ('file:path', {}),","rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most recent version","start with \"cpe:2.3:\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self,","within the scope of the function.', }), ('strings', ('array', {'type':","self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): '''","'doc': 'If deprecated, this field may contain the current value","s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text)","was created.', }), ('path', ('file:path', {}), { 'doc': 'The path","semver.') major, minor, patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor,","True}), { 'ro': True, 'doc': 'The \"product\" field from the","read the registry. May or may not be the same","major, 'minor': minor, 'patch': patch} return valu, {'subs': subs} def","('guid', {}), { 'doc': 'A specific version of a software","array of ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group', {}, (","'The \"part\" field from the CPE 2.3 string.'}), ('vendor', ('ou:name',","location string for the node.', }), ('os', ('it:prod:softver', {}), {","name for the ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}), {","{}), { 'doc': 'An android permission string.'}), ('it:os:android:intent', ('str', {}),","'The CWE description field.', 'ex': 'Buffer Copy without Checking Size","'vendor': parts[3], 'product': parts[4], 'version': parts[5], 'update': parts[6], 'edition': parts[7],","{}, ()), ), } name = 'it' return ((name, modl),","prop = node.get('vers') if not prop: return await node.set('vers:norm', prop)","'doc': 'The host process which caused the activity.'}), ('thread', ('it:exec:thread',","('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as","('created', ('time', {}), { 'doc': 'The time the memory map","('str', {}), { 'doc': 'The YARA rule text.', 'disp': {'hint':","{}), { 'doc': 'The process which killed this process.', }),","this account.', }), ('host', ('it:host', {}), { 'doc': 'The host","software IDs used by the group.', }), )), ('it:mitre:attack:tactic', {},","that caused the hit.'}), ('src:port', ('inet:port', {}), { 'doc': 'The","'The specific file containing code that created the named pipe.","written to.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry","referenced within the function.', }), )), ('it:reveng:filefunc', {}, ( ('function',","('va', ('int', {}), { 'doc': 'The base memory address where","for this software version.', }), ('cpe', ('it:sec:cpe', {}), { 'doc':","('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The software version is","bruteVersionStr(self, valu): ''' Brute force the version out of a","{}), { 'doc': 'The time the logon session ended.', }),","('lib', ('it:prod:softver', {}), {'ro': True, 'doc': 'The library software version.'}),","to the file. Typically the same host referenced in :proc,","'A version of a software product which is present on","_normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string","the process.', }), ('user', ('inet:user', {}), { 'doc': 'The user","('name', ('str', {}), { 'doc': 'The name of the YARA","{}), { 'doc': 'A memory mapped segment located in a","triggering an alert on a specific antivirus signature.' }), ('it:auth:passwdhash',","a host or network.' }), ('it:logon', ('guid', {}), { 'doc':","the file was read.', }), ('path', ('file:path', {}), { 'doc':","was deleted.', }), )), ('it:app:snort:rule', {}, ( ('text', ('str', {}),","}), ('url', ('inet:url', {}), { 'ro': True, 'doc': 'URL available","included in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array',","'The \"update\" field from the CPE 2.3 string.'}), ('edition', ('str',","'The \"edition\" field from the CPE 2.3 string.'}), ('language', ('str',","oldv): # Set vers:norm and make it's normed valu prop","}), )), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","person who authored the software.', }), ('author:org', ('ou:org', {}), {","( ('part', ('str', {'lower': True, 'strip': True}), { 'ro': True,","created the named pipe. May or may not be the","code that read the file. May or may not be","which is broadcast by the app.'}), )), ('it:prod:softver', {}, (","'The host running the process that requested the URL. Typically","hit.'}), ('version', ('it:semver', {}), { 'doc': 'The version of the","value for the technique.', }), ('desc', ('str', {'strip': True}), {","specified in :proc, if present.', }), ('time', ('time', {}), {","that matched the file.'}), ('flow', ('inet:flow', {}), { 'doc': 'The","{ 'doc': 'The name of the network.', }), ('desc', ('str',","time that the AV engine detected the signature.' }), )),","stripping whitespace') subs = s_version.parseSemver(valu) if subs is None: raise","'doc': 'The synapse tag used to annotate nodes included in","an actual (e.g., endpoint) or virtual (e.g., malware sandbox) host.',","that the account is a member of.', }), )), ('it:group',","'A brief description of the group.', }), ('host', ('it:host', {}),","}), ('created', ('time', {}), { 'doc': 'The time the thread","('it:hostname', ('str', {'strip': True, 'lower': True}), { 'doc': 'The name","('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","{ 'doc': 'A Mitre ATT&CK Software ID.', 'ex': 'S0154', }),","}), ('software:name', ('str', {'lower': True, 'strip': True}), { 'doc': 'The","Args: valu (str): String to attempt to get version information","'The process where the memory was mapped.', }), ('va', ('int',","be the same :exe referenced in :proc, if present.', }),","'doc': 'The place where the host resides.', }), ('loc', ('loc',","'doc': 'The operator of the host.', }), ('org', ('ou:org', {}),","('time', {}), { 'doc': 'The time the mutex was created.',","which distributes the file.'}), ('file', ('file:bytes', {}), {'ro': True, 'doc':","try: while True: c = next(genr) if c == '\\\\':","{}), { 'ro': True, 'doc': 'The \"vendor\" field from the","async def _onPropSoftverVers(self, node, oldv): # Set vers:norm and make","file considered the \"main\" executable for the process. For example,",":proc, if present.', }), ('exe', ('file:bytes', {}), { 'doc': 'The","process which created the process.' }), ('killedby', ('it:exec:proc', {}), {","self._normPyInt) def _normPyStr(self, valu): valu = valu.strip() if not valu:","('string', ('str', {}), { 'ro': True, 'doc': 'The string that","{'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The software","('name', ('str', {'lower': True, 'strip': True}), { 'doc': 'Name of","'The contact information of the org or person who authored","{}), { 'doc': 'The host process which caused the activity.'}),","'The account that logged in.', }), ('creds', ('auth:creds', {}), {","code that created the mutex. May or may not be","('desc', ('str', {}), { 'doc': 'A free-form description of the","'ro': True, 'doc': 'The anti-virus product which contains the signature.',","instance of a host requesting a URL.', }), ('it:exec:bind', ('guid',","{ 'doc': 'A short description of the software.', }), ('cpe',","'doc': 'An array of ATT&CK technique IDs addressed by the","{ 'doc': 'A brief description of the network.', }), ('org',","a synapse it:prod:soft.', }), ('name', ('str', {'strip': True}), { 'doc':","('it:semver', {}), { 'doc': 'The version of the rule at","(60, 'crit'), (70, 'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule): async","code that created the named pipe. May or may not","('str', {}), { 'doc': 'The serial number of the host.',","exit code for the process.', }), ('user', ('inet:user', {}), {","{}), { 'doc': 'The CWE description field.', 'ex': 'Buffer Copy","it:dev:str for arch prop = node.get('arch') if prop: await node.snap.addNode('it:dev:str',","the hit.'}), ('version', ('it:semver', {}), { 'doc': 'The version of","on a specific antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}), {","{}, ( ('key', ('it:dev:regkey', {}), { 'doc': 'The Windows registry","( ('name', ('str', {'strip': True}), { 'doc': 'The primary name","represents a group on a host or network.' }), ('it:logon',","an integer.', }), ('bytes', ('file:bytes', {}), { 'doc': 'The file","registry key, if the value is binary data.', }), )),","that the host is a member of.', }), ('ipv4', ('inet:ipv4',","'A Mitre ATT&CK Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str',","library was loaded in the process.', }), ('loaded', ('time', {}),","command string used to launch the process, including any command","group.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':","{}), { 'doc': 'The virtual address of the first codeblock","map to an eventual risk:mitigation ('name', ('str', {'strip': True}), {","the log event.', }), )), ('it:domain', {}, ( ('name', ('str',","('it:mitre:attack:technique', {}), { 'doc': 'The parent ATT&CK technique on this","ordering. Prerelease information is disregarded for integer comparison purposes, as","a library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid',","string.'}), ('sw_edition', ('str', {'lower': True, 'strip': True}), { 'ro': True,","deleting a file from a filesystem.', }), ('it:exec:file:read', ('guid', {}),","subs} def _normPyInt(self, valu): if valu < 0: raise s_exc.BadTypeValu(valu=valu,","opts['lower'] = True s_types.Str.__init__(self, modl, name, info, opts) def _splitCpe23(self,","library software version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os',","{}), { 'doc': 'The host containing the file.', }), ('path',","'doc': 'An array of ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group',","'True if the mmap is mapped with write permissions.', }),","('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted': True, 'split': ','}), {","as a semver.') major, minor, patch = s_version.unpackVersion(valu) valu =","was created.', }), ('name', ('it:dev:mutex', {}), { 'doc': 'The mutex","optionally be present in the axon.', }), )), ('it:exec:mutex', {},","or person who authored the software.', }), ('author:org', ('ou:org', {}),","by the app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}),","Vulnerabilities and Exposures (CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str',","deleted.', }), )), ('it:app:snort:rule', {}, ( ('text', ('str', {}), {","the function.', }), )), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}),","'doc': 'An instance of a host requesting a URL.', }),","('exe', ('file:bytes', {}), { 'doc': 'The file considered the \"main\"","ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group', {}, ( ('org', ('ou:org',","a negative integer as a semver.') if valu > s_version.mask60:","for parsing a semantic version string into its component parts.","group.', }), )), ('it:logon', {}, ( ('time', ('time', {}), {","{'strip': True}), { 'doc': 'A description of the ATT&CK technique.',","the file.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The","{}), { 'doc': 'The NTLM password hash value.', }), ('passwd',","('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An iOS advertising identification string.'}),","GUID that represents an account on a host or network.'","'uniq': True, 'sorted': True}), { 'doc': 'Associated names for the","'The anti-virus product which contains the signature.', }), ('name', ('str',","file containing code that created the new file. May or","the host.' }), ('place', ('geo:place', {}), { 'doc': 'The place","valu, {'subs': subs} def repr(self, valu): major, minor, patch =","this version of the software was released.', }), ('semver', ('it:semver',","the string') if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch',","('it:hosturl', {}, ( ('host', ('it:host', {}), { 'ro': True, 'doc':","snort rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str', {}),","'props': ( ('exe', ('file:bytes', {}), { 'doc': 'The executable file","this software.', }), ('author', ('ps:contact', {}), { 'doc': 'The contact","virtual / notional host.', }), ('exe', ('file:bytes', {}), { 'doc':","}), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST CPE 2.3","modl, name, info, opts) def _splitCpe23(self, text): part = ''","('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc': 'An array","{ 'doc': 'The time the memory map was created.', }),","directory of the file path (parsed from :path).', }), ('path:ext',","Prerelease and build information will be parsed out and available","'The signature that the file triggered on.' }), ('sig:name', ('str',","','}), { 'doc': 'An array of techniques used by the","prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name =","('it:host', {}), { 'doc': 'The sensor host node that produced","matched the snort rule.'}), ('src', ('inet:addr', {}), { 'doc': 'The","{}), { 'doc': 'The exit code for the process.', }),","{'hint': 'text'}, }), ('pid', ('int', {}), { 'doc': 'The process","{'strip': True}), { 'doc': 'A description of the ATT&CK software.',","{ 'doc': 'The Microsoft Windows Security Identifier of the account.',","'Additional contact information associated with this account.', }), ('host', ('it:host',","and Exposures (CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex':","'The manufacturer of the host.', }), ('model', ('str', {}), {","function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other function calls","software version contains a library software version.'}), ('it:prod:softos', ('comp', {'fields':","}), ('domain', ('it:domain', {}), { 'doc': 'The authentication domain where","'The host that the account logged in to.', }), ('account',","( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The given software","('proc', ('it:exec:proc', {}), { 'doc': 'The file that triggered the","is a mapped view of a file.', }), ('hash:sha256', ('hash:sha256',","URLs that document the ATT&CK mitigation.', }), ('addresses', ('array', {'type':","file containing code that created the named pipe. May or","account is a member of.', }), )), ('it:group', {}, (","IPv6 of the client during the URL retrieval..' }), ('client:port',","{'ro': True, 'doc': 'Host with the software.'}), ('softver', ('it:prod:softver', {}),","a given host.', }), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name',","('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK element status.',","URL that documents the ATT&CK technique.', }), ('tag', ('syn:tag', {}),","('tag', ('syn:tag', {}), { 'doc': 'The synapse tag used to","('path:ext', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","ID.', }), )), ('it:sec:cpe', {}, ( ('part', ('str', {'lower': True,","('it:sec:cpe', {}, ( ('part', ('str', {'lower': True, 'strip': True}), {","version of the rule evaluated as a match.'}), )), ('it:reveng:function',","event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}), { 'doc': 'A","named pipe. Typically the same host referenced in :proc, if","}), ('pid', ('int', {}), { 'doc': 'The process ID.', }),","where the account is registered.', }), ('posix:uid', ('int', {}), {","True, 'doc': 'Email address of the sofware author.', }), ('author:person',","}), ('posix:shell', ('file:path', {}), { 'doc': \"The path to the","( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The android app","of the server when binding the port.' }), ('server:ipv4', ('inet:ipv4',","True}), { 'doc': 'The name of a host or system.',","('inet:ipv6', {}), { 'doc': 'The destination IPv4 address of the","{ 'doc': 'The registry key or value that was read.',","the rule.'}), ('enabled', ('bool', {}), { 'doc': 'The rule enabled","expected to start with \"cpe:2.3:\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info","'An instance of a host adding a file to a","data from the registry was deleted.', }), ('reg', ('it:dev:regval', {}),","deleted.', }), )), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}), {","launch the process, including any command line parameters.', 'disp': {'hint':","{ 'doc': 'The process which created the process.' }), ('killedby',","android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent')","'A Mitre ATT&CK Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str',","'The file extension of the file name (parsed from :path).',","file to a filesystem.', }), ('it:exec:file:del', ('guid', {}), { 'doc':","('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A","('src:exe', ('file:path', {}), { 'doc': 'The path to the executable","of the flow that caused the hit.'}), ('time', ('time', {}),","'The specific file containing code that created the new file.","}), )), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","}), ('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An iOS advertising identification","'it:prod:softver'))}), { 'doc': 'The software version is known to be","'doc': 'The path where the file was deleted.', }), ('path:dir',","the file was created.', }), ('path', ('file:path', {}), { 'doc':","'doc': 'An instance of a process triggering an alert on","operating system.'}), ('islib', ('bool', {}), { 'doc': 'Set to True","{}, ()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}), { 'doc':","{}), { 'doc': 'The time that the YARA engine matched","{ 'doc': 'Groups that are a member of this group.',","of a host adding a file to a filesystem.', }),","the CVE ID.', }), )), ('it:sec:cpe', {}, ( ('part', ('str',","individual logon/logoff event.' }), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url',","'doc': 'Timestamp for when this version of the software was","loaded.', }), ('va', ('int', {}), { 'doc': 'The base memory","{ 'doc': 'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run', }), ('it:dev:regval',","specified to bind().' }), ('server:port', ('inet:port', {}), { 'doc': 'The","of the string') if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0),","specific file containing code that requested the URL. May or","levels. Prerelease and build information will be parsed out and","software.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A description","('inet:ipv6', {}), { 'doc': 'The IPv6 where the logon originated.',","= self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu, subs except s_exc.BadTypeValu:","on a host or network.' }), ('it:logon', ('guid', {}), {","the function.'}), ('rank', ('int', {}), { 'doc': 'The function rank","{ 'doc': 'The path where the file was created.', }),","# Make it:dev:str from version str await node.snap.addNode('it:dev:str', prop) #","}), ('serial', ('str', {}), { 'doc': 'The serial number of","target_hw : other * = \"any\" - = N/A '''","('it:semver', {}), { 'doc': 'The most recent version of the","that are a member of this group.', }), ('posix:gid', ('int',","}), ('org', ('ou:org', {}), { 'doc': 'The org that owns/operates","the network flow that caused the hit.'}), ('sensor', ('it:host', {}),","{}), { 'doc': 'The path to the executable of the","creating or setting a registry key.', }), ('it:exec:reg:del', ('guid', {}),","of the snort rule.'}), ('version', ('it:semver', {}), { 'doc': 'The","}), ('url', ('inet:url', {}), { 'doc': 'URL relevant for the","containing code that read the registry. May or may not","'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version type.',","'The given software broadcasts the given Android intent.'}), ('it:prod:softver', ('guid',","a filesystem.', }), ('it:exec:file:read', ('guid', {}), { 'doc': 'An instance","('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Software ID.',","or virtual (e.g., malware sandbox) host.', }), ('it:exec:thread', ('guid', {}),","host running the process that created the mutex. Typically the","instance of a host getting a registry key.', }), ('it:exec:reg:set',","('str', {}), { 'doc': 'The CWE description field.', 'ex': 'Buffer","mutex. Typically the same host referenced in :proc, if present.',","'ro': True, 'doc': 'The signature that the file triggered on.'","software listens for an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': (","'doc': 'The credentials that were used for the logon.', }),","'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run', }), ('it:dev:regval', ('guid', {}),","{ 'doc': 'An array of ATT&CK tactics that include this","network.' }), ('it:group', ('guid', {}), { 'doc': 'A GUID that","('exited', ('time', {}), { 'doc': 'The time the process exited.',","valu = valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No","'doc': 'Observed/variant names for this software.', }), ('desc', ('str', {}),","flow that caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc':","'The time the registry was written to.', }), ('reg', ('it:dev:regval',","segment located in a process.', }), ('it:cmd', ('str', {'strip': True}),","'The file that was read.', }), )), ('it:exec:file:write', {}, (","name of a host or system.', }), ('it:host', ('guid', {}),",")), ('it:network', {}, ( ('name', ('str', {'lower': True, 'strip': True,","semantic version string into its component parts. This normalizes a","the mmap is mapped with read permissions.', }), ('perms:write', ('bool',","('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 of the client","listening port. Typically the same host referenced in :proc, if","name=self.name, mesg='Cannot norm a negative integer as a semver.') if","advertising identification string.'}), ('it:os:android:perm', ('str', {}), { 'doc': 'An android","text.', }), ('severity', ('int', {'enums': loglevels}), { 'doc': 'A log","a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs':","'doc': 'The product model of the host.', }), ('serial', ('str',","('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","{}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver',","('posix:home', ('file:path', {}), { 'doc': \"The path to the POSIX","software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),","'An array of URLs that document the ATT&CK mitigation.', }),","{}), { 'doc': 'The time the file was written to/modified.',","('geo:place', {}), { 'doc': 'The place where the host resides.',","ATT&CK group.', }), ('desc', ('str', {}), { 'doc': 'A description","executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), {","can run on the operating system.'}), ('os', ('it:prod:softver', {}), {'ro':","attempt.', }), ('logoff:time', ('time', {}), { 'doc': 'The time the","out of a string. Args: valu (str): String to attempt","{}), { 'doc': 'The authentication domain where the account is","representing the value of the registry key, if the value","of the group.', }), ('host', ('it:host', {}), { 'doc': 'The","event.' }), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}), {","('it:app:yara:rule', {}), { 'ro': True, 'doc': 'The YARA rule that","engine detected the signature.' }), )), ('it:auth:passwdhash', {}, ( ('salt',","'doc': 'The function rank score used to evaluate if it","}), )), ('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {},",": update : edition : language : sw_edition : target_sw","( ('name', ('str', {}), { 'doc': 'The CWE description field.',","referenced in :proc, if present.', }), ('exe', ('file:bytes', {}), {","('file:bytes', {}), { 'doc': 'The file that was deleted.', }),","SHA512 password hash value.', }), ('hash:lm', ('hash:lm', {}), { 'doc':","'doc': 'The anti-virus product which contains the signature.', }), )),","{}), { 'doc': 'An instance of a host getting a","path where the file was written to/modified.', }), ('path:dir', ('file:path',","time the file was created.', }), ('path', ('file:path', {}), {","('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main","network.', }), ('desc', ('str', {}), { 'doc': 'A brief description","the memory map in bytes.', }), ('perms:read', ('bool', {}), {","Input (Classic Buffer Overflow)', }), ('desc', ('str', {}), { 'doc':","network flow that caused the hit.'}), ('sensor', ('it:host', {}), {","resides.', }), ('loc', ('loc', {}), { 'doc': 'The geo-political location","{ 'doc': 'A Mitre ATT&CK element status.', 'ex': 'current', }),","= 'CPE 2.3 string is expected to start with \"cpe:2.3:\"'","during the URL retrieval..' }), ('client:port', ('inet:port', {}), { 'doc':","created the new file.', }), ('host', ('it:host', {}), { 'doc':","constant.', }), ('it:dev:regkey', ('str', {}), { 'doc': 'A Windows registry","wrote to the registry. May or may not be the","'The path to the executable of the process.', }), ('src:exe',","minor, patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch) return","bound.', }), ('server', ('inet:server', {}), { 'doc': 'The inet:addr of","}) )), ('it:av:filehit', {}, ( ('file', ('file:bytes', {}), { 'ro':","next(genr) if c == ':': parts.append(part) part = '' continue","'doc': 'The \"part\" field from the CPE 2.3 string.'}), ('vendor',","software.', }), ('author', ('ps:contact', {}), { 'doc': 'The contact information","and make it's normed valu prop = node.get('vers') if not","'info'), (30, 'notice'), (40, 'warning'), (50, 'err'), (60, 'crit'), (70,","groups that the account is a member of.', }), )),","executing code that wrote to the registry.', }), ('host', ('it:host',","{}), { 'doc': 'The primary name for the ATT&CK group.',","'The signature name.' }), ('desc', ('str', {}), { 'doc': 'A","function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc': 'A function","pipe.', }), ('it:dev:mutex', ('str', {}), { 'doc': 'A string representing","'doc': 'An instance of a host binding a listening port.',","'The file distributed by the software.'}), ('path', ('file:path', {}), {",") class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr)","('file:bytes', {}), { 'doc': 'The file representing the value of","the library was unloaded.', }), ('path', ('file:path', {}), { 'doc':","('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}), {","synapse.exc as s_exc import synapse.lib.types as s_types import synapse.lib.module as","('ou:org', {}), { 'doc': 'The org that owns/operates the network.',","await node.set('software:name', name) async def _onPropSoftverArch(self, node, oldv): # make","the flow that caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), {","}), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag used","code that read the registry.', }), ('host', ('it:host', {}), {","version.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST CPE","match to a process.', }), ('it:app:snort:rule', ('guid', {}), { 'doc':","if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after","from the CPE 2.3 string.'}), ('target_hw', ('str', {'lower': True, 'strip':","('it:dev:int', {}), { 'doc': 'The value of the registry key,","to annotate nodes included in this ATT&CK software.', 'ex': 'cno.mitre.s0100',","loaded in the process.', }), ('loaded', ('time', {}), { 'doc':","{ 'doc': 'The status of this ATT&CK technique.', }), ('isnow',","represents an account on a host or network.' }), ('it:group',","document the ATT&CK group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq':","snort rule hit.', }), ('it:reveng:function', ('guid', {}), { 'doc': 'A","of a software product which is present on a given",")), ('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip': True}), { 'doc':","an eventual risk:mitigation ('name', ('str', {'strip': True}), { 'doc': 'The","Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), { 'doc':","file from a filesystem.', }), ('it:exec:file:read', ('guid', {}), { 'doc':",")), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","{ 'doc': 'The name of the host or system.', }),","self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute force the","','}), { 'doc': 'An array of ATT&CK tactics that include","True}), { 'ro': True, 'doc': 'The \"edition\" field from the","valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return valu, subs","was unloaded.', }), ('path', ('file:path', {}), { 'doc': 'The path","{ 'doc': 'Semver prerelease string.', }), ('semver:build', ('str', {}), {","description of the ATT&CK software.', 'disp': {'hint': 'text'}, }), ('url',","'The specific file containing code that requested the URL. May","('flow', ('inet:flow', {}), { 'doc': 'The inet:flow that matched the","'\\\\': c += next(genr) if c == ':': parts.append(part) part","{ 'doc': 'A brief description of the group.', }), ('host',","of ATT&CK software IDs used by the group.', }), )),","{ 'doc': 'If deprecated, this field may contain the current","hash value.', }), ('passwd', ('inet:passwd', {}), { 'doc': 'The (optional)","is the bitwise concatenation of the major, minor and patch","file that was read.', }), )), ('it:exec:file:write', {}, ( ('proc',","}), ('posix:uid', ('int', {}), { 'doc': 'The user ID of","{}), { 'doc': 'An external process which created the thread.',","'doc': 'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc':","key/value pair.', }), ('it:prod:soft', ('guid', {}), { 'doc': 'A arbitrary,","# Try doing version part extraction by noming through the","{ 'doc': 'The time the port was bound.', }), ('server',","}), ('exe', ('file:bytes', {}), { 'doc': 'The specific file containing","mesg = 'CPE 2.3 string is expected to start with","caused the hit.'}), ('src:port', ('inet:port', {}), { 'doc': 'The source","executing in a process.', }), ('it:exec:loadlib', ('guid', {}), { 'doc':","time the memory map was created.', }), ('deleted', ('time', {}),","('guid', {}), { 'doc': 'A library load event in a","free-form description of the CVE vulnerability.', 'disp': {'hint': 'text'}, }),","document the ATT&CK software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq':","{}), { 'doc': 'The account that logged in.', }), ('creds',","'doc': 'Set to false to indicate an unsuccessful logon attempt.',","'doc': 'An android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app',","('inet:addr', {}), { 'doc': 'The source address of flow that","{}), { 'ro': True, 'doc': 'URL available on the host.',","is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force version","signature hit.', }), ('sig', ('it:av:sig', {}), { 'ro': True, 'doc':","True}), { 'doc': 'An array of alternate names for the","name of the host or system.', }), ('desc', ('str', {}),","}), ('src:proc', ('it:exec:proc', {}), { 'doc': 'The process which created","('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The NTLM password hash value.',","map in bytes.', }), ('perms:read', ('bool', {}), { 'doc': 'True","ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc':","{ 'doc': 'The time the library was unloaded.', }), ('path',","the given host.', }), )), ('it:log:event', {}, ( ('mesg', ('str',","'The last known ipv4 address for the host.' }), ('latlong',","write permissions.', }), ('perms:execute', ('bool', {}), { 'doc': 'True if","self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu, subs except s_exc.BadTypeValu: #","version str await node.snap.addNode('it:dev:str', prop) # form the semver properly","'doc': 'The last known ipv4 address for the host.' }),","that was read.', }), )), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc',","that the function references.'}), )), ('it:reveng:impfunc', {}, ()), ), }","from the CPE 2.3 string.'}), ('language', ('str', {'lower': True, 'strip':","version of the it:dev:str.', }), )), ('it:sec:cve', {}, ( ('desc',","reference to a string inside a function.', }), ('it:reveng:impfunc', ('str',","version', }), ('cves', ('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted': True}),","'The main process executing code that created the new file.',","('str', {}), { 'doc': 'A description of the ATT&CK tactic.',","{ 'doc': 'A description of the ATT&CK tactic.', 'disp': {'hint':","genr = iter(text) try: while True: c = next(genr) if","synapse ou:org.', }), ('name', ('ou:name', {}), { 'doc': 'The primary","hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The source IPv6 address","'The time the port was bound.', }), ('server', ('inet:server', {}),","{}), { 'doc': 'The snort rule text.', 'disp': {'hint': 'text'},","author.', }), ('author:person', ('ps:person', {}), { 'deprecated': True, 'doc': 'Person","{}), { 'doc': 'The file that triggered the signature hit.',","}), ('path', ('file:path', {}), { 'doc': 'The path for the","}), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split':","('it:auth:passwdhash', ('guid', {}), { 'doc': 'An instance of a password","('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A version","{ 'ro': True, 'doc': 'The anti-virus product which contains the",")), ('it:sec:cpe', {}, ( ('part', ('str', {'lower': True, 'strip': True}),","it:prod:soft.', }), ('name', ('str', {'strip': True}), { 'doc': 'The primary","that represents an individual logon/logoff event.' }), ('it:hosturl', ('comp', {'fields':","'The time the logon session ended.', }), ('host', ('it:host', {}),","the sofware author.', }), ('author:person', ('ps:person', {}), { 'deprecated': True,","name for the ATT&CK tactic.', }), ('desc', ('str', {}), {","semver.') if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm","'The time the library was unloaded.', }), ('path', ('file:path', {}),","{}), {'ro': True, 'doc': 'The software which distributes the file.'}),","'doc': 'The time the thread was created.', }), ('exited', ('time',","}), ('it:app:snort:rule', ('guid', {}), { 'doc': 'A snort rule unique","without Checking Size of Input (Classic Buffer Overflow)', }), ('desc',","to this software version.', }), ('vers', ('it:dev:str', {}), { 'doc':","# form the semver properly or bruteforce parts try: valu,","= { 'part': parts[2], 'vendor': parts[3], 'product': parts[4], 'version': parts[5],","('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software version that","{ 'doc': 'The CWE description field.', 'ex': 'Buffer Copy without","that contains the library.'}), ('lib', ('it:prod:softver', {}), {'ro': True, 'doc':","host. May be an actual (e.g., endpoint) or virtual (e.g.,","the function.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The","_onPropSoftverArch(self, node, oldv): # make it:dev:str for arch prop =","0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative integer as","'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK element status.', 'ex': 'current',","a function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc': 'A","'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':","host running the process that requested the URL. Typically the","same :exe referenced in :proc, if present.', }), ('time', ('time',","vulnerability as designated by a Common Vulnerabilities and Exposures (CVE)","'The time the URL was requested.', }), ('url', ('inet:url', {}),","r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Software ID.', 'ex': 'S0154',","field from the CPE 2.3 string.'}), ('target_hw', ('str', {'lower': True,","}), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 where the","registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run', }), ('it:dev:regval', ('guid', {}), { 'doc':","{ 'doc': 'A GUID representing an individual log event.', 'interfaces':","primary group ID of the account.', 'ex': '1001', }), ('posix:gecos',","mesg='Unable to brute force version parts out of the string')","and configuration such as a windows domain.' }), ('it:account', ('guid',","that documents the ATT&CK software.', }), ('tag', ('syn:tag', {}), {","process executing code that wrote to the registry.', }), ('host',","path where the file was deleted.', }), ('path:dir', ('file:path', {}),","True, 'doc': 'The final component of the file path (parsed","{ 'ro': True, 'doc': 'The file that triggered the signature","the \"main\" executable for the process. For example, rundll32.exe may","references.'}), )), ('it:reveng:impfunc', {}, ()), ), } name = 'it'","}), ('str', ('it:dev:str', {}), { 'doc': 'The value of the","}), ('hash:md5', ('hash:md5', {}), { 'doc': 'The MD5 password hash","{'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'The URL","listens for an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app',","ATT&CK tactics that include this technique.', }), )), ('it:mitre:attack:software', {},","on the host.', }), ('ctime', ('time', {}), { 'doc': 'The","port. May or may not be the same :exe specified","( ('name', ('str', {'lower': True, 'strip': True, 'onespace': True}), {","group.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag","{'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A reference","string.', }), ('url', ('inet:url', {}), { 'doc': 'URL where a","Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), {","'The \"version\" field from the CPE 2.3 string.'}), ('update', ('str',","the signature.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {","containing code that bound the listening port. May or may","a process.', }), ('it:cmd', ('str', {'strip': True}), { 'doc': 'A","{}), { 'ro': True, 'doc': 'Host serving a url.', }),","tag used to annotate nodes included in this ATT&CK technique.',","authentication domain where the group is registered.', }), ('groups', ('array',","}), ('sig:soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus","( ('proc', ('it:exec:proc', {}), { 'doc': 'The process which contains","a host or system.', }), ('it:host', ('guid', {}), { 'doc':","expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part': parts[2],","{ 'doc': 'System normalized semantic version number.', }), ('semver:major', ('int',","'doc': 'Host serving a url.', }), ('url', ('inet:url', {}), {",")), ('it:cmd', {}, ()), ('it:exec:proc', {}, ( ('host', ('it:host', {}),","flow that caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc':","software.', }), ('names', ('array', {'type': 'str', 'uniq': True, 'sorted': True}),","2.3 string is expected to start with \"cpe:2.3:\"' raise s_exc.BadTypeValu(valu=valu,","address of the flow that caused the hit.'}), ('dst:port', ('inet:port',","file.'}), ('flow', ('inet:flow', {}), { 'doc': 'The inet:flow that matched","True}), { 'ro': True, 'doc': 'The \"version\" field from the","host getting a registry key.', }), ('it:exec:reg:set', ('guid', {}), {","integer as a semver.') if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu,","be an actual (e.g., endpoint) or virtual (e.g., malware sandbox)","('it:os:android:intent', ('str', {}), { 'doc': 'An android intent string.'}), ('it:os:android:reqperm',","'The NTLM password hash value.', }), ('passwd', ('inet:passwd', {}), {","started the process.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'The","{ 'doc': 'An android advertising identification string.'}), ('it:os:android:perm', ('str', {}),","of a host deleting a registry key.', }), ('it:app:yara:rule', ('guid',","{ 'doc': 'The authentication domain where the account is registered.',","{}), { 'doc': 'A developer-selected string.' }), ('it:dev:pipe', ('str', {}),","'file:bytes'))}), { 'doc': 'A file is distributed by a specific","bind().' }), ('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 address","('it:prod:softver', ('guid', {}), { 'doc': 'A specific version of a","the file.', }), ('host', ('it:host', {}), { 'doc': 'The host","}), ('name', ('ou:name', {}), { 'doc': 'The primary name for","self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute force the version out","'The name of the snort rule.'}), ('version', ('it:semver', {}), {","file.', }), ('path', ('file:path', {}), { 'doc': 'The path for","valu = s_version.fmtVersion(major, minor, patch) return valu loglevels = (","self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute force","('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Mitigation","time that the YARA engine matched the process to the","postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu","who authored the software.', }), ('author:org', ('ou:org', {}), { 'deprecated':","{}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Software associated with","('operator', ('ps:contact', {}), { 'doc': 'The operator of the host.',","None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string as a","ATT&CK Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}),","configuration such as a windows domain.' }), ('it:account', ('guid', {}),","{'lower': True}), { 'ro': True, 'doc': 'The signature name.' }),","signature.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':","file containing code that created the mutex. May or may","'Set to True if the software is an operating system.'}),","of the file name (parsed from :path).', }), ('path:base', ('file:base',","string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), {","host.', }), ('org', ('ou:org', {}), { 'doc': 'The org that","{}), { 'doc': 'A mutex created by a process at","to True if the software is an operating system.'}), ('islib',","which broadcasts the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True,",")), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The","('hash:sha256', ('hash:sha256', {}), { 'doc': 'The SHA256 password hash value.',","'The SHA256 password hash value.', }), ('hash:sha512', ('hash:sha512', {}), {","{ 'doc': 'The start time for the process.', }), ('exited',","{ 'doc': 'The file representing the value of the registry","purposes, as we cannot map an arbitrary pre-release version into","{}, ( ('name', ('str', {'lower': True, 'strip': True}), { 'doc':","'doc': 'A function from an imported library.', }), ), 'interfaces':","CPE 2.3 string specifying this software.', }), ('author', ('ps:contact', {}),","created this thread.', }), )), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc',","'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str',","windows domain.' }), ('it:account', ('guid', {}), { 'doc': 'A GUID","}), ('path', ('file:path', {}), { 'doc': 'The path where the","the host resides.', }), ('loc', ('loc', {}), { 'doc': 'The","parameters.', 'disp': {'hint': 'text'}, }), ('pid', ('int', {}), { 'doc':","the rule evaluated as a match.'}), )), ('it:reveng:function', {}, (","if the software is a library.'}), )), ('it:adid', {}, ()),","('time', ('time', {}), { 'doc': 'The start time for the","optional contiguous IPv6 address range of this network.', }), )),","process where the memory was mapped.', }), ('va', ('int', {}),","{ 'doc': 'The primary group ID of the account.', 'ex':","Make it:dev:str from version str await node.snap.addNode('it:dev:str', prop) # form","registry key or value that was deleted.', }), )), ('it:app:snort:rule',","}), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST CPE 2.3","mitigation.', }), )), ('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex',","('string', 'str'))}), { 'deprecated': True, 'doc': 'A reference to a","the same :exe specified in :proc, if present.'}), ('time', ('time',","registered.', }), ('domain', ('it:domain', {}), { 'doc': 'The authentication domain","}), ('sig', ('it:av:sig', {}), { 'ro': True, 'doc': 'The signature","('time', {}), { 'doc': 'The time the named pipe was","True, 'doc': 'Software on the host.'}) )), ('it:av:sig', {}, (","{ 'doc': 'The time the URL was requested.', }), ('url',","'The IPv6 of the client during the URL retrieval..' }),","{}, ( ('part', ('str', {'lower': True, 'strip': True}), { 'ro':","'Host serving a url.', }), ('url', ('inet:url', {}), { 'ro':","to be used for YARA evaluation engines.'}), )), ('it:app:yara:match', {},","('it:exec:proc', {}), { 'doc': 'The process where the library was","}), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 where the","log event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}), { 'doc':","of the memory map. Bytes may optionally be present in","the URL retrieval..' }), )), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc',","('semver:patch', ('int', {}), { 'doc': 'Version patch number.', }), ('semver:pre',","of the software at a particular version.', }), ('names', ('array',","}), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc': 'An","('it:exec:mutex', ('guid', {}), { 'doc': 'A mutex created by a","host or system.', }), ('desc', ('str', {}), { 'doc': 'A","rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current version of","{}), { 'doc': 'The start time for the process.', }),","unsuccessful logon attempt.', }), ('logoff:time', ('time', {}), { 'doc': 'The","app which requests the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True,","'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A","= s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch) subs = {'major':","{}), { 'doc': 'The IPv6 of the client during the","logon.', }), ('duration', ('duration', {}), { 'doc': 'The duration of","system which the software can run on.'}), )), ('it:os:android:ilisten', {},","the hit.'}), ('src:port', ('inet:port', {}), { 'doc': 'The source port","software which broadcasts the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro':","Notes: This first attempts to parse strings using the it:semver","'doc': 'The specific file containing code that created the new","if present.', }), ('time', ('time', {}), { 'doc': 'The time","{}), { 'doc': 'The destination address of the trigger.'}), ('dst:ipv4',","{'regex': r'^S-1-[0-59]-\\d{2}-\\d{8,10}-\\d{8,10}-\\d{8,10}-[1-9]\\d{3}$'}), { 'doc': 'A Microsoft Windows Security Identifier.', 'ex':","version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc':","identification string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An android advertising","'The time of the network flow that caused the hit.'}),","True, 'doc': 'Host with the software.'}), ('softver', ('it:prod:softver', {}), {'ro':","'A mutex created by a process at runtime.', }), ('it:exec:pipe',","the process.', }), ('size', ('int', {}), { 'doc': 'The size","username associated with the account', }), ('contact', ('ps:contact', {}), {","that program.', }), ('cmd', ('it:cmd', {}), { 'doc': 'The command","('it:exec:proc', {}), { 'doc': 'The process that matched the YARA","}), ('hash:lm', ('hash:lm', {}), { 'doc': 'The LM password hash","'doc': \"The path to the POSIX account's default shell.\", 'ex':","('it:exec:proc', ('guid', {}), { 'doc': 'A process executing on a","'part': parts[2], 'vendor': parts[3], 'product': parts[4], 'version': parts[5], 'update': parts[6],","created the new file. May or may not be the","requests the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True, 'doc': 'The","('inet:port', {}), { 'doc': 'The source port of the flow","'The name of the group.', }), ('desc', ('str', {}), {","}), ('exe', ('file:bytes', {}), { 'doc': 'The file considered the","{}), { 'doc': 'The host on which the activity occurred.'}),","'doc': 'The source port of the flow that caused the","{'type': 'it:group'}), { 'doc': 'An array of groups that the","('file:base', {}), { 'ro': True, 'doc': 'The final component of","('str', ('it:dev:str', {}), { 'doc': 'The value of the registry","valu): major, minor, patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor,","same :exe specified in :proc, if present.'}), ('time', ('time', {}),","{}), { 'doc': 'A brief description of the network.', }),","'doc': 'An array of ATT&CK software IDs used by the","short description of the software.', }), ('cpe', ('it:sec:cpe', {}), {","('str', {}), { 'doc': 'An android intent string.'}), ('it:os:android:reqperm', ('comp',","('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An instance of a YARA","make it:dev:str for arch prop = node.get('arch') if prop: await","{}), { 'doc': 'A arbitrary, unversioned software product.', }), ('it:adid',","('domain', ('it:domain', {}), { 'doc': 'The authentication domain that the","'doc': 'The given software broadcasts the given Android intent.'}), ('it:prod:softver',","the rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most recent","('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}), { 'doc': 'The Windows","host deleting a registry key.', }), ('it:app:yara:rule', ('guid', {}), {","('it:account', {}, ( ('user', ('inet:user', {}), { 'doc': 'The username","new file.', }), ('host', ('it:host', {}), { 'doc': 'The host","}), )), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':","and available as strings if that information is present. '''","_onPropSoftverVers(self, node, oldv): # Set vers:norm and make it's normed","that increases with severity.', }), ('data', ('data', {}), { 'doc':","{}), { 'doc': 'Software associated with this version instance.', }),","s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch) return valu loglevels =","software.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST CPE","'The thread which created this thread.', }), )), ('it:exec:loadlib', {},","to start with \"cpe:2.3:\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info =","hit.'}), ('dst', ('inet:addr', {}), { 'doc': 'The destination address of","ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':","('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process","('host', ('it:host', {}), { 'doc': 'The host containing the file.',","of the string. Returns: int, dict: The system normalized version","'doc': 'Person who authored the software.', }), ('url', ('inet:url', {}),","}), ('cmd', ('it:cmd', {}), { 'doc': 'The command string used","port was bound.', }), ('server', ('inet:server', {}), { 'doc': 'The","{}), { 'doc': 'A logical boundary of authentication and configuration","{}), { 'doc': 'The executable file which caused the activity.'}),","written to/modified.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':","True, 'doc': 'The \"part\" field from the CPE 2.3 string.'}),","of the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other","'ro': True, 'doc': 'The \"update\" field from the CPE 2.3","through the string subs = s_version.parseVersionParts(valu) if subs is None:","{ 'doc': 'The snort rule text.', 'disp': {'hint': 'text'}, }),","is mapped with write permissions.', }), ('perms:execute', ('bool', {}), {","'uniq': True, 'sorted': True}), { 'doc': 'A list of CVEs","(optional) clear text password for this password hash.', }), )),","not be the same :exe specified in :proc, if present.'}),","('url', ('inet:url', {}), { 'doc': 'A URL linking this CWE","async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft)","continue part += c except StopIteration: parts.append(part) return parts def","specific file containing code that wrote to the registry. May","('inet:flow', {}), { 'doc': 'The inet:flow that matched the snort","('user', ('inet:user', {}), { 'doc': 'The user name of the","in a process.', }), ('it:exec:mmap', ('guid', {}), { 'doc': 'A","'text'}, }), ('name', ('str', {}), { 'doc': 'The name of","process.', }), ('size', ('int', {}), { 'doc': 'The size of","}), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc':","}), ('desc', ('str', {}), { 'doc': 'A free-form description of","bits. The comparable integer value representing the semver is the","'The time the thread was created.', }), ('exited', ('time', {}),","account.', }), ('posix:home', ('file:path', {}), { 'doc': \"The path to","hash of the memory map. Bytes may optionally be present","string specifying this software.', }), ('author', ('ps:contact', {}), { 'doc':","node, oldv): # make it:dev:str for arch prop = node.get('arch')","{ 'doc': 'A GUID that represents an account on a","rule enabled status to be used for YARA evaluation engines.'}),","that the activity started.'}), ), }), ), 'forms': ( ('it:hostname',","'True if the mmap is mapped with read permissions.', }),","password hash value.', }), ('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The","a logical network.' }), ('it:domain', ('guid', {}), { 'doc': 'A","that executed the process. May be an actual or a","doing version part extraction by noming through the string subs","host or system.', }), ('it:host', ('guid', {}), { 'doc': 'A","rank score used to evaluate if it exhibits interesting behavior.'}),","the file.'}), )), ('it:hostsoft', {}, ( ('host', ('it:host', {}), {'ro':","('int', {}), { 'doc': 'A developer selected integer constant.', }),","'The host where the account is registered.', }), ('domain', ('it:domain',","hit.'}), ('src:port', ('inet:port', {}), { 'doc': 'The source port of","rule at the time of match.'}), )), ('it:app:yara:rule', {}, (","# make it:dev:str for arch prop = node.get('arch') if prop:","oldv): # make it:dev:str for arch prop = node.get('arch') if","the memory map was created.', }), ('deleted', ('time', {}), {","}), ('it:app:yara:rule', ('guid', {}), { 'doc': 'A YARA rule unique","('it:dev:pipe', ('str', {}), { 'doc': 'A string representing a named","Copy without Checking Size of Input (Classic Buffer Overflow)', }),","'doc': 'The bound (listening) TCP port.' }), )), ('it:fs:file', {},","{}), { 'doc': 'The optional contiguous IPv6 address range of","a process at runtime.', }), ('it:exec:url', ('guid', {}), { 'doc':","a host or network.' }), ('it:group', ('guid', {}), { 'doc':","the software can run on.'}), )), ('it:os:android:ilisten', {}, ( ('app',","'A GUID that represents a logical network.' }), ('it:domain', ('guid',","{ 'doc': 'The destination IPv4 address of the flow that","code that bound the listening port. May or may not","'An android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'),","valu): valu = valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name,","('part', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':","deleted the file.', }), ('host', ('it:host', {}), { 'doc': 'The","Security Identifier of the account.', }), ('groups', ('array', {'type': 'it:group'}),","('time', {}), { 'doc': 'The time the URL was requested.',","'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre","('inet:ipv4', {}), { 'doc': 'The destination IPv4 address of the","}), ('loaded', ('time', {}), { 'doc': 'The time the library","('it:exec:url', ('guid', {}), { 'doc': 'An instance of a host","the value is an integer.', }), ('bytes', ('file:bytes', {}), {","{}), { 'doc': 'A free-form description of the host.', }),","logon occured.', }), ('success', ('bool', {}), { 'doc': 'Set to","subs = self.bruteVersionStr(prop) await node.set('semver', valu) for k, v in","('rule', ('it:app:yara:rule', {}), { 'ro': True, 'doc': 'The YARA rule","{}), { 'doc': 'The time the port was bound.', }),","('file:bytes', {}), { 'doc': 'The file considered the \"main\" executable","the host is a member of.', }), ('ipv4', ('inet:ipv4', {}),","imported library functions within the scope of the function.', }),","which is present on a given host.', }), ('it:av:sig', ('comp',","is registered.', }), ('domain', ('it:domain', {}), { 'doc': 'The authentication","{ 'doc': 'The time the process exited.', }), ('exitcode', ('int',","'strip': True}), { 'ro': True, 'doc': 'The \"version\" field from","'doc': 'The MD5 password hash value.', }), ('hash:sha1', ('hash:sha1', {}),","'The authentication domain that the host is a member of.',","'strip': True}), { 'ro': True, 'doc': 'The \"update\" field from","( (10, 'debug'), (20, 'info'), (30, 'notice'), (40, 'warning'), (50,","{}), { 'doc': 'The product model of the host.', }),","# Check to see if name is available and set","('guid', {}), { 'doc': 'An instance of a snort rule","number.', }), ('semver:major', ('int', {}), { 'doc': 'Version major number.',","'A brief description of the domain.', }), ('org', ('ou:org', {}),","self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute","brief description of the domain.', }), ('org', ('ou:org', {}), {","('it:host', ('guid', {}), { 'doc': 'A GUID that represents a","os software version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}),","snort rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current version","'doc': 'A specific version of a software product.'}), ('it:prod:softfile', ('comp',","as a match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}),","{}), { 'doc': 'A URL linking this CVE to a","class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch)","{'lower': True}), { 'ro': True, 'doc': 'The signature name.', }),","for the author of the YARA rule.'}), ('version', ('it:semver', {}),","= '' continue part += c except StopIteration: parts.append(part) return","('int', {}), { 'doc': 'The GECOS field for the POSIX","{}), { 'doc': 'The IPv6 where the logon originated.', }),","of the host.' }), ('manu', ('str', {}), { 'doc': 'The","deprecated, this field may contain the current value for the","logon session.', }), ('client:host', ('it:host', {}), { 'doc': 'The host","{ 'doc': 'Associated names for the ATT&CK software.', }), ('desc',","documents the ATT&CK mitigation.', }), ('tag', ('syn:tag', {}), { 'doc':","async def _onPropSoftverArch(self, node, oldv): # make it:dev:str for arch","'The SHA1 password hash value.', }), ('hash:sha256', ('hash:sha256', {}), {","the listening port. Typically the same host referenced in :proc,","Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}),","'ex': 'Buffer Copy without Checking Size of Input (Classic Buffer","{}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Used to map","IPv4 address of the flow that caused the hit.'}), ('dst:ipv6',","{}), {'ro': True, 'doc': 'The android intent which is broadcast","the activity.'}), ('host', ('it:host', {}), { 'doc': 'The host on","host binding a listening port.', }), ('it:fs:file', ('guid', {}), {","free-form description of the signature.', 'disp': {'hint': 'text'}, }), ('url',","'The URL that documents the ATT&CK software.', }), ('tag', ('syn:tag',","{ 'doc': 'The group owner of the file.', }), )),","{}), { 'doc': 'The process where the memory was mapped.',","major, minor, patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch)","{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \"part\"","software can run on.'}), )), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver',","'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':","('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The destination IPv4 address of","import synapse.lib.version as s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): '''","c += next(genr) if c == ':': parts.append(part) part =","software is a library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa', {},","'uniq': True}), { 'doc': 'An array of URLs that document","host running the process that bound the listening port. Typically","'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft","software version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}),","code that wrote to the registry. May or may not","data from the registry. May or may not be the","'doc': 'Semver prerelease string.', }), ('semver:build', ('str', {}), { 'doc':",")), ('it:app:yara:rule', {}, ( ('text', ('str', {}), { 'doc': 'The","field from the CPE 2.3 string.'}), ('other', ('str', {'lower': True,","('url', ('inet:url', {}), { 'doc': 'URL relevant for the software.',","the host.'}) )), ('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}), {","'file:bytes'))}), { 'doc': 'A YARA rule match to a file.',","hash value.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'The SHA256","}), ('name', ('str', {'strip': True}), { 'doc': 'The primary name","as strings if that information is present. ''' def postTypeInit(self):","running the process that wrote to the file. Typically the","the mutex.', }), ('host', ('it:host', {}), { 'doc': 'The host","'doc': 'A memory mapped segment located in a process.', }),","at runtime.', }), ('it:exec:url', ('guid', {}), { 'doc': 'An instance","'doc': 'The final component of the file path (parsed from","port during the URL retrieval..' }), )), ('it:exec:bind', {}, (","file.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The process that matched","{}), { 'doc': 'True if the mmap is mapped with","array of strings referenced within the function.', }), )), ('it:reveng:filefunc',","('path', ('file:path', {}), { 'doc': 'The file path if the","('softver', 'it:prod:softver'))}), { 'doc': 'A version of a software product","asyncio import logging import synapse.exc as s_exc import synapse.lib.types as","True, 'doc': 'The operating system which the software can run","relevant for the software.', }), ('isos', ('bool', {}), { 'doc':","(Classic Buffer Overflow)', }), ('desc', ('str', {}), { 'doc': 'The","'doc': 'The file that was read.', }), )), ('it:exec:file:write', {},","that apply to this software version.', }), ('vers', ('it:dev:str', {}),","{}), { 'doc': 'The LM password hash value.', }), ('hash:ntlm',","CVEs that apply to this software version.', }), ('vers', ('it:dev:str',","'doc': 'The time the URL was requested.', }), ('url', ('inet:url',","the rule at the time of match.'}), )), ('it:app:yara:rule', {},","of this network.', }), ('net6', ('inet:net6', {}), { 'doc': 'The","registry key, if the value is a string.', }), ('int',","'The registry key or value that was written to.', }),","'doc': 'The name of the YARA rule.'}), ('author', ('ps:contact', {}),","the software is a library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa',","in :proc, if present.', }), ('time', ('time', {}), { 'doc':","software version is known to be compatible with the given","the named pipe. May or may not be the same","{'ro': True, 'doc': 'The operating system which the software can","Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An","('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 where the logon","{ 'doc': 'The SHA512 password hash value.', }), ('hash:lm', ('hash:lm',","ATT&CK mitigation.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse","noming through the string subs = s_version.parseVersionParts(valu) if subs is","group.', }), ('posix:gid', ('int', {}), { 'doc': 'The primary group","the same :exe specified in :proc, if present.', }), ('time',","ATT&CK software.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {","group.', }), )), ('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip': True}),","{'lower': True})))}), { 'doc': 'A signature name within the namespace","file that contains the function.'}), ('va', ('int', {}), { 'doc':","wrote to the file. May or may not be the","of the network flow that caused the hit.'}), ('sensor', ('it:host',","host.' }), ('latlong', ('geo:latlong', {}), { 'doc': 'The last known","('time', {}), { 'doc': 'The time the memory map was","process.', }), ('user', ('inet:user', {}), { 'doc': 'The user name","credentials that were used for the logon.', }), ('duration', ('duration',","'A description of the ATT&CK technique.', 'disp': {'hint': 'text'}, }),","(('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An instance of a","'sorted': True}), { 'doc': 'Observed/variant names for this software version.',","signature.', }), ('name', ('str', {'lower': True}), { 'ro': True, 'doc':","string.'}), ('it:os:android:intent', ('str', {}), { 'doc': 'An android intent string.'}),","}), ('it:app:snort:hit', ('guid', {}), { 'doc': 'An instance of a","of the function.', }), )), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function',","main process executing code that bound the listening port.', }),","ATT&CK group.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse","name of the network.', }), ('desc', ('str', {}), { 'doc':","the host or system.', }), ('desc', ('str', {}), { 'doc':","{ 'doc': 'The process where the library was loaded.', }),","( ('name', ('str', {}), { 'doc': 'The name of the","to calculate the password hash.', }), ('hash:md5', ('hash:md5', {}), {","'doc': 'The destination port of the flow that caused the","('file', 'file:bytes'))}), { 'doc': 'A YARA rule match to a","software is an operating system.'}), ('islib', ('bool', {}), { 'doc':","served by a host or system.', }), ('it:sec:cve', ('str', {'lower':","to annotate nodes included in this ATT&CK group ID.', 'ex':","('name', ('ou:name', {}), { 'doc': 'The primary name for the","{}), { 'doc': 'The URL that documents the ATT&CK technique.',","for the host.' }), ('place', ('geo:place', {}), { 'doc': 'The","arch prop = node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop) async","the URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The","version parts out of the string') if subs: valu =","software to a synapse it:prod:soft.', }), ('name', ('str', {'strip': True}),","True, 'doc': 'The parent directory of the file path (parsed","self._splitCpe23(text) if len(parts) != 13: mesg = f'CPE 2.3 string","process.', }), ('exited', ('time', {}), { 'doc': 'The time the","('int', {}), { 'doc': 'The exit code for the process.',","('file:bytes', {}), { 'doc': 'The executable file which caused the","of a host or system.', }), ('it:host', ('guid', {}), {","('str', {'lower': True, 'strip': True}), { 'doc': 'Name of the","'doc': 'The main process executing code that deleted data from","{}, ( ('rule', ('it:app:snort:rule', {}), { 'doc': 'The snort rule","{}), { 'doc': 'An instance of a host deleting a","last known location for the host.' }), ('place', ('geo:place', {}),","('it:dev:int', ('int', {}), { 'doc': 'A developer selected integer constant.',","{ 'ro': True, 'doc': 'The \"version\" field from the CPE","of match.'}), )), ('it:app:yara:rule', {}, ( ('text', ('str', {}), {","of a software product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'),","information is disregarded for integer comparison purposes, as we cannot","'interfaces': ( ('it:host:activity', { 'props': ( ('exe', ('file:bytes', {}), {","match.'}), )), ('it:reveng:function', {}, ( ('name', ('str', {}), { 'doc':","True, 'doc': 'The android intent which is listened for by","= nodes[0].get('name') if name: await node.set('software:name', name) async def _onPropSoftverArch(self,","Exception: logger.exception('Failed to brute force version string [%s]', prop) def","True, 'sorted': True}), { 'doc': 'Observed/variant names for this software","parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12], }","{}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The file that","Mitre ATT&CK Software ID.', 'ex': 'S0154', }), ('it:dev:str', ('str', {}),","Windows Security Identifier of the group.', }), )), ('it:logon', {},","('str', {'strip': True}), { 'doc': 'The primary name for the","== ':': parts.append(part) part = '' continue part += c","('str', {}), { 'doc': 'The name of the snort rule.'}),","{ 'doc': 'The account that logged in.', }), ('creds', ('auth:creds',","}), )), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}), { 'ro':","'The org that operates the given domain.', }), )), ('it:network',","{ 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version","that deleted the file. Typically the same host referenced in","of the domain.', }), ('desc', ('str', {}), { 'doc': 'A","True if the software is an operating system.'}), ('islib', ('bool',","('it:exec:proc', {}), { 'doc': 'The file that triggered the signature","'A memory mapped segment located in a process.', }), ('it:cmd',","Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), {","a file.', }), ('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An instance","True}), { 'ro': True, 'doc': 'The \"target_hw\" field from the","('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The parent ATT&CK technique on","out and available as strings if that information is present.","to/modified.', }), ('path', ('file:path', {}), { 'doc': 'The path where","'ro': True, 'doc': 'The \"version\" field from the CPE 2.3","('inet:email', {}), { 'deprecated': True, 'doc': 'Email address of the","password hash value.', }), ('passwd', ('inet:passwd', {}), { 'doc': 'The","host referenced in :proc, if present.', }), ('exe', ('file:bytes', {}),","'it:dev:str', 'uniq': True}), { 'doc': 'An array of strings referenced","{ 'doc': 'A URL linking this CWE to a full","('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The given software requests","info for the author of the YARA rule.'}), ('version', ('it:semver',","comparable integer value representing the semver is the bitwise concatenation","if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a","{ 'doc': 'The time the thread was created.', }), ('exited',","to the registry.', }), ('host', ('it:host', {}), { 'doc': 'The","'err'), (60, 'crit'), (70, 'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule):","nodes included in this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references',","the server when binding the port.' }), ('server:ipv4', ('inet:ipv4', {}),","'The exit code or return value for the thread.', }),","{}), { 'doc': 'The manufacturer of the host.', }), ('model',","'The given software listens for an android intent.'}), ('it:os:android:ibroadcast', ('comp',","Check to see if name is available and set it","authentication domain that the host is a member of.', }),","{'ro': True, 'doc': 'The library software version.'}), )), ('it:prod:softfile', {},","to a full description.', }), ('references', ('array', {'type': 'inet:url', 'uniq':","{ 'props': ( ('exe', ('file:bytes', {}), { 'doc': 'The executable","{ 'doc': 'An instance of a function in an executable.',","{}), { 'doc': 'The path to the executable which started","major, minor, patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch)","{'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Mitigation ID.', 'ex':","host or system.' }), ('it:log:event', ('guid', {}), { 'doc': 'A","used for the logon.', }), ('duration', ('duration', {}), { 'doc':","GUID representing an individual log event.', 'interfaces': ('it:host:activity',), }), ('it:network',","'doc': 'The main process executing code that created the mutex.',","the same :exe referenced in :proc, if present.', }), ('time',","a file to a filesystem.', }), ('it:exec:reg:get', ('guid', {}), {","version of the software was released.', }), ('semver', ('it:semver', {}),","of this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}), { 'doc':","ou:org.', }), ('name', ('ou:name', {}), { 'doc': 'The primary name","('inet:client', {}), { 'doc': 'The address of the client during","('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Tactic ID.',","file.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The","Common Weaknesses Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums':","}), ('path:ext', ('str', {'lower': True, 'strip': True}), { 'ro': True,","requested by the app.'}), )), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver',","the memory map was deleted.', }), ('path', ('file:path', {}), {","synapse.lib.types as s_types import synapse.lib.module as s_module import synapse.lib.version as","for the host.' }), ('latlong', ('geo:latlong', {}), { 'doc': 'The","or system.', }), ('it:host', ('guid', {}), { 'doc': 'A GUID","was deleted.', }), ('path', ('file:path', {}), { 'doc': 'The file","2.3 string.'}), ('product', ('str', {'lower': True, 'strip': True}), { 'ro':","('host', ('it:host', {}), {'ro': True, 'doc': 'Host with the software.'}),","sw_edition : target_sw : target_hw : other * = \"any\"","'inet:url'))}), { 'doc': 'A url hosted on or served by","True, 'strip': True}), { 'ro': True, 'doc': 'The \"other\" field","{ 'doc': 'The time the registry was read.', }), ('reg',","'doc': 'Software on the host.'}) )), ('it:av:sig', {}, ( ('soft',","port.', }), ('host', ('it:host', {}), { 'doc': 'The host running","org that owns/operates the network.', }), ('net4', ('inet:net4', {}), {","'The host running the process that bound the listening port.","URL that documents the ATT&CK mitigation.', }), ('tag', ('syn:tag', {}),","{ 'doc': 'The time the named pipe was created.', }),","True}), { 'doc': 'Observed/variant names for this software.', }), ('desc',","raw JSON record of the log event.', }), )), ('it:domain',","with \"cpe:2.3:\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self, valu)","'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12], } return ':'.join(parts), {'subs':","or served by a host or system.', }), ('it:sec:cve', ('str',","a Common Vulnerabilities and Exposures (CVE) number.', 'ex': 'cve-2012-0158' }),","'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True, 'doc': 'A reference to","{ 'doc': 'Lower case normalized version of the it:dev:str.', }),","'doc': 'An instance of a host deleting a registry key.',","identification string.'}), ('it:os:android:perm', ('str', {}), { 'doc': 'An android permission","{ 'doc': 'A memory mapped segment located in a process.',","('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}), { 'ro': True, 'doc':","{ 'doc': 'An external process which created the thread.', }),","file was written to/modified.', }), ('path:dir', ('file:path', {}), { 'ro':","an operating system.'}), ('islib', ('bool', {}), { 'doc': 'Set to","= s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if len(parts) != 13:","await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node, oldv): # Check","}), ('it:exec:file:write', ('guid', {}), { 'doc': 'An instance of a","{}), { 'doc': 'The duration of the logon session.', }),","string.', }), ('arch', ('it:dev:str', {}), { 'doc': 'Software architecture.', }),","the same host referenced in :proc, if present.', }), ('exe',","flow that caused the hit.'}), ('sensor', ('it:host', {}), { 'doc':","if the value is binary data.', }), )), ('it:prod:soft', {},","URLs that document the CVE ID.', }), )), ('it:sec:cpe', {},","('host', ('it:host', {}), { 'doc': 'The host where the group","YARA rule unique identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'),","tag used to annotate nodes included in this ATT&CK software.',","value is a string.', }), ('int', ('it:dev:int', {}), { 'doc':","the data from the registry was deleted.', }), ('reg', ('it:dev:regval',","('guid', {}), { 'doc': 'A Windows registry key/value pair.', }),","{ 'doc': 'The owner of the file.', }), ('group', ('inet:user',","patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch) return valu","string.', }), )), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}), {","{ 'doc': 'The user ID of the account.', 'ex': '1001',"],"string":"[\n \"containing code that created the new file. May or may\",\n \"bitwise concatenation of the major, minor and patch levels. Prerelease\",\n \"triggered the signature hit.', }), ('sig', ('it:av:sig', {}), { 'ro':\",\n \"('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The\",\n \"('reg', ('it:dev:regval', {}), { 'doc': 'The registry key or value\",\n \"= s_version.packVersion(major, minor, patch) subs = {'major': major, 'minor': minor,\",\n \"'A log level integer that increases with severity.', }), ('data',\",\n \"{ 'doc': 'URL where a specific version of the software\",\n \"('desc', ('str', {}), { 'doc': 'A brief description of the\",\n \"of the client during the URL retrieval..' }), ('client:port', ('inet:port',\",\n \"mesg='No text left after stripping whitespace') subs = s_version.parseSemver(valu) if\",\n \"('str', {}), { 'doc': 'A free-form description of the signature.',\",\n \"serving a url.', }), ('url', ('inet:url', {}), { 'ro': True,\",\n \"( ('host', ('it:host', {}), { 'doc': 'The host that executed\",\n \"{}), { 'doc': 'The process that matched the YARA rule.'}),\",\n \"POSIX account's default shell.\\\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}),\",\n \"{ 'doc': 'The (optional) clear text password for this password\",\n \"{'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK Technique ID.', 'ex':\",\n \"the network.', }), ('net4', ('inet:net4', {}), { 'doc': 'The optional\",\n \"the org or person who authored the software.', }), ('author:org',\",\n \"description of the ATT&CK technique.', 'disp': {'hint': 'text'}, }), ('url',\",\n \"'doc': 'A YARA rule match to a file.', }), ('it:app:yara:procmatch',\",\n \"thread.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'An external process\",\n \"signature name.', }), ('sig:soft', ('it:prod:soft', {}), { 'ro': True, 'doc':\",\n \"containing the file.', }), ('path', ('file:path', {}), { 'doc': 'The\",\n \"which the activity occurred.'}), ('time', ('time', {}), { 'doc': 'The\",\n \"that requested the URL.', }), ('host', ('it:host', {}), { 'doc':\",\n \"'doc': 'The exit code or return value for the thread.',\",\n \"{ 'doc': 'Observed/variant names for this software.', }), ('desc', ('str',\",\n \"('str', {'lower': True})))}), { 'doc': 'A signature name within the\",\n \": version : update : edition : language : sw_edition\",\n \": vendor : product : version : update : edition\",\n \"match to a file.', }), ('it:app:yara:procmatch', ('guid', {}), { 'doc':\",\n \"of a host creating or setting a registry key.', }),\",\n \"on the host.', }), )), ('it:dev:str', {}, ( ('norm', ('str',\",\n \"increases with severity.', }), ('data', ('data', {}), { 'doc': 'A\",\n \"'The primary name for the ATT&CK group.', }), ('names', ('array',\",\n \"}), )), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"originated.', }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 where\",\n \"'The most recent version of the rule evaluated as a\",\n \"{'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The given\",\n \"True}), { 'ro': True, 'doc': 'The \\\"language\\\" field from the\",\n \"permission string.'}), ('it:os:android:intent', ('str', {}), { 'doc': 'An android intent\",\n \"caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The source\",\n \"hash value.', }), ('hash:sha512', ('hash:sha512', {}), { 'doc': 'The SHA512\",\n \"valu): if valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm\",\n \"'ro': True, 'doc': 'The \\\"language\\\" field from the CPE 2.3\",\n \"MD5 password hash value.', }), ('hash:sha1', ('hash:sha1', {}), { 'doc':\",\n \"True, 'doc': 'The android intent which is broadcast by the\",\n \"an unsuccessful logon attempt.', }), ('logoff:time', ('time', {}), { 'doc':\",\n \"description of the host.', }), ('domain', ('it:domain', {}), { 'doc':\",\n \"return valu, subs async def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1])\",\n \"that read the registry.', }), ('host', ('it:host', {}), { 'doc':\",\n \"}), )), ('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu = valu.strip() if not\",\n \"executing on a host. May be an actual (e.g., endpoint)\",\n \"{ 'doc': 'The IPv6 where the logon originated.', }), )),\",\n \"'doc': 'A SHA256 hash of the memory map. Bytes may\",\n \"port. Typically the same host referenced in :proc, if present.',\",\n \"the YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most\",\n \"deleted.', }), ('path', ('file:path', {}), { 'doc': 'The path where\",\n \"{'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc':\",\n \"host.', }), ('serial', ('str', {}), { 'doc': 'The serial number\",\n \"{ 'doc': 'The URL that documents the ATT&CK mitigation.', }),\",\n \"for the process. For example, rundll32.exe may be considered the\",\n \"r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK Technique ID.', 'ex': 'T1548',\",\n \"'doc': 'A mutex created by a process at runtime.', }),\",\n \"first codeblock of the function.'}), ('rank', ('int', {}), { 'doc':\",\n \"{}), { 'doc': 'A reference URL for information about the\",\n \"present.', }), ('exe', ('file:bytes', {}), { 'doc': 'The specific file\",\n \"of the ATT&CK technique.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',\",\n \"}), ('it:cmd', ('str', {'strip': True}), { 'doc': 'A unique command-line\",\n \"version string.', }), ('arch', ('it:dev:str', {}), { 'doc': 'Software architecture.',\",\n \"\\\"any\\\" - = N/A ''' def __init__(self, modl, name, info,\",\n \"'doc': 'The time the data from the registry was deleted.',\",\n \"function rank score used to evaluate if it exhibits interesting\",\n \"True, 'split': ','}), { 'doc': 'An array of techniques used\",\n \"'doc': 'Host with the software.'}), ('softver', ('it:prod:softver', {}), {'ro': True,\",\n \"host running the process that created the new file. Typically\",\n \"of URLs that document the ATT&CK software.', }), ('techniques', ('array',\",\n \"array of ATT&CK tactics that include this technique.', }), )),\",\n \"to bind().' }), ('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6\",\n \"{}), { 'doc': 'The parent ATT&CK technique on this sub-technique.',\",\n \"('rank', ('int', {}), { 'doc': 'The function rank score used\",\n \"'it:reveng:function'))}), { 'doc': 'An instance of a function in an\",\n \"that caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The\",\n \"('it:exec:reg:set', ('guid', {}), { 'doc': 'An instance of a host\",\n \"host running the process that wrote to the file. Typically\",\n \"caused the hit.'}), ('time', ('time', {}), { 'doc': 'The time\",\n \"('it:adid', ('str', {'lower': True, 'strip': True}), { 'doc': 'An advertising\",\n \"}), ('time', ('time', {}), { 'doc': 'The time the registry\",\n \"the value of the registry key, if the value is\",\n \"{ 'doc': 'The process ID.', }), ('time', ('time', {}), {\",\n \"the thread was created.', }), ('exited', ('time', {}), { 'doc':\",\n \"{}), { 'doc': 'The place where the host resides.', }),\",\n \"Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), {\",\n \"{ 'doc': 'The IPv4 where the logon originated.', }), ('client:ipv6',\",\n \"process.', }), ('it:exec:loadlib', ('guid', {}), { 'doc': 'A library load\",\n \"process executing code that wrote to / modified the existing\",\n \"{}), { 'doc': 'A YARA rule unique identifier.', }), ('it:app:yara:match',\",\n \"software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True,\",\n \"}), ('posix:home', ('file:path', {}), { 'doc': \\\"The path to the\",\n \"'The place where the host resides.', }), ('loc', ('loc', {}),\",\n \"of the YARA rule.'}), ('author', ('ps:contact', {}), { 'doc': 'Contact\",\n \"'The start time for the process.', }), ('exited', ('time', {}),\",\n \"in subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma: no\",\n \"('exe', ('file:bytes', {}), { 'doc': 'The specific file containing code\",\n \"instance of a host creating or setting a registry key.',\",\n \"time the memory map was deleted.', }), ('path', ('file:path', {}),\",\n \"match.'}), )), ('it:app:yara:rule', {}, ( ('text', ('str', {}), { 'doc':\",\n \"library.'}), ('lib', ('it:prod:softver', {}), {'ro': True, 'doc': 'The library software\",\n \"{ 'doc': 'The host containing the file.', }), ('path', ('file:path',\",\n \"('guid', {}), { 'doc': 'An instance of a host binding\",\n \"to a filesystem.', }), ('it:exec:file:del', ('guid', {}), { 'doc': 'An\",\n \"{}), { 'doc': 'The specific file containing code that wrote\",\n \"the value is a string.', }), ('int', ('it:dev:int', {}), {\",\n \"}), ('posix:gid', ('int', {}), { 'doc': 'The primary group ID\",\n \"True}), { 'doc': 'An advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex':\",\n \"thread.', }), ('src:thread', ('it:exec:thread', {}), { 'doc': 'The thread which\",\n \"subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force\",\n \"the ATT&CK group.', }), ('tag', ('syn:tag', {}), { 'doc': 'The\",\n \"True}), { 'doc': 'A description of the ATT&CK technique.', 'disp':\",\n \"parts.append(part) return parts def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg\",\n \"Overflow)', }), ('desc', ('str', {}), { 'doc': 'The CWE description\",\n \"technique.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag\",\n \"('it:app:snort:hit', ('guid', {}), { 'doc': 'An instance of a snort\",\n \"('it:prod:softver', {}), {'ro': True, 'doc': 'Software on the host.'}) )),\",\n \"host running the process that read the file. Typically the\",\n \"android advertising identification string.'}), ('it:os:android:perm', ('str', {}), { 'doc': 'An\",\n \"}), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK\",\n \"'' continue part += c except StopIteration: parts.append(part) return parts\",\n \"raise except Exception: logger.exception('Failed to brute force version string [%s]',\",\n \"to a synapse ou:org.', }), ('name', ('ou:name', {}), { 'doc':\",\n \"'A Mitre ATT&CK element status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str',\",\n \"}), ('it:fs:file', ('guid', {}), { 'doc': 'A file on a\",\n \"('file', ('file:bytes', {}), { 'doc': 'The file on the host.',\",\n \"is mapped with execute permissions.', }), ('created', ('time', {}), {\",\n \"('posix:gid', ('int', {}), { 'doc': 'The primary group ID of\",\n \"an individual logon/logoff event.' }), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'),\",\n \"the signature.', }) )), ('it:av:filehit', {}, ( ('file', ('file:bytes', {}),\",\n \")), ('it:hostsoft', {}, ( ('host', ('it:host', {}), {'ro': True, 'doc':\",\n \"or return value for the thread.', }), ('src:proc', ('it:exec:proc', {}),\",\n \"file.'}), )), ('it:hostsoft', {}, ( ('host', ('it:host', {}), {'ro': True,\",\n \"address of the flow that caused the hit.'}), ('src:ipv6', ('inet:ipv6',\",\n \"{}), { 'doc': 'The destination IPv4 address of the flow\",\n \"the snort rule.'}), ('src', ('inet:addr', {}), { 'doc': 'The source\",\n \"mapped with execute permissions.', }), ('created', ('time', {}), { 'doc':\",\n \"{ 'doc': 'The sensor host node that produced the hit.'}),\",\n \"the software.', 'disp': {'hint': 'text'}, }), ('desc:short', ('str', {'lower': True}),\",\n \"'disp': {'hint': 'text'}, }), ('pid', ('int', {}), { 'doc': 'The\",\n \"if the mmap is mapped with read permissions.', }), ('perms:write',\",\n \"}), ('it:exec:thread', ('guid', {}), { 'doc': 'A thread executing in\",\n \"app software which listens for the android intent.'}), ('intent', ('it:os:android:intent',\",\n \"'doc': 'The process ID.', }), ('time', ('time', {}), { 'doc':\",\n \"()), ), } name = 'it' return ((name, modl), )\",\n \"('cves', ('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted': True}), { 'doc':\",\n \"array of ATT&CK technique IDs used by the group.', }),\",\n \"pair.', }), ('it:prod:soft', ('guid', {}), { 'doc': 'A arbitrary, unversioned\",\n \"'doc': 'The name of the function.'}), ('description', ('str', {}), {\",\n \"{}), { 'doc': 'The name of the function.'}), ('description', ('str',\",\n \"('intent', ('it:os:android:intent', {}), {'ro': True, 'doc': 'The android intent which\",\n \"('host', ('it:host', {}), { 'doc': 'The host that executed the\",\n \"time the data from the registry was deleted.', }), ('reg',\",\n \"'The file on the host.', }), ('ctime', ('time', {}), {\",\n \"'doc': 'The optional contiguous IPv4 address range of this network.',\",\n \"was read.', }), ('path', ('file:path', {}), { 'doc': 'The path\",\n \"{ 'doc': 'The name of the snort rule.'}), ('version', ('it:semver',\",\n \"}), ('exited', ('time', {}), { 'doc': 'The time the process\",\n \"'A short description of the software.', }), ('cpe', ('it:sec:cpe', {}),\",\n \"not be the same :exe referenced in :proc, if present.',\",\n \"('name', ('str', {}), { 'doc': 'The name of the snort\",\n \"'doc': 'A description of the software.', 'disp': {'hint': 'text'}, }),\",\n \"{}), { 'doc': 'If deprecated, this field may contain the\",\n \"{'strip': True}), { 'doc': 'A unique command-line string.', 'ex': 'foo.exe\",\n \"True}), { 'doc': 'An array of URLs that document the\",\n \"'doc': 'The base memory address where the map was created\",\n \"('url', ('inet:url', {}), { 'doc': 'The URL that was requested.',\",\n \"the named pipe. Typically the same host referenced in :proc,\",\n \"'doc': 'The name of a host or system.', }), ('it:host',\",\n \"{ 'doc': 'A arbitrary, unversioned software product.', }), ('it:adid', ('str',\",\n \"('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}), { 'doc': 'A Microsoft Windows Security\",\n \"this group.', }), ('posix:gid', ('int', {}), { 'doc': 'The primary\",\n \"the logon originated.', }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The\",\n \"node that produced the hit.'}), ('version', ('it:semver', {}), { 'doc':\",\n \"13: mesg = f'CPE 2.3 string has {len(parts)} parts, expected\",\n \"'The main process executing code that deleted the file.', }),\",\n \"{ 'doc': 'A free-form description of the CVE vulnerability.', 'disp':\",\n \"}), ('time', ('time', {}), { 'doc': 'The time the data\",\n \"{ 'doc': 'The user name of the process owner.', }),\",\n \"{}), { 'doc': 'The inet:addr of the server when binding\",\n \"('time', ('time', {}), { 'doc': 'The time the named pipe\",\n \"integer value representing the semver is the bitwise concatenation of\",\n \"build information will be parsed out and available as strings\",\n \"node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop = node.ndef[1] await\",\n \"properly or bruteforce parts try: valu, subs = self.bruteVersionStr(prop) await\",\n \"of the account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}), {\",\n \"'it:sec:cve', 'uniq': True, 'sorted': True}), { 'doc': 'A list of\",\n \"'doc': 'The virtual address of the first codeblock of the\",\n \"by the group.', }), )), ('it:mitre:attack:tactic', {}, ( ('name', ('str',\",\n \"the file was created.', }), ('path:dir', ('file:path', {}), { 'ro':\",\n \"{}), { 'doc': 'The value of the registry key, if\",\n \"string.'}), ('it:os:android:perm', ('str', {}), { 'doc': 'An android permission string.'}),\",\n \"if not prop: return await node.set('vers:norm', prop) # Make it:dev:str\",\n \"def _onPropSoftverSoft(self, node, oldv): # Check to see if name\",\n \"the software at a particular version.', }), ('names', ('array', {'type':\",\n \"'A named pipe created by a process at runtime.', }),\",\n \"'The (optional) clear text password for this password hash.', }),\",\n \"to annotate nodes included in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100',\",\n \"'The last known location for the host.' }), ('place', ('geo:place',\",\n \"{ 'ro': True, 'doc': 'The guid matching the function.'}), ('string',\",\n \"the ATT&CK software.', }), ('tag', ('syn:tag', {}), { 'doc': 'The\",\n \"{ 'doc': 'The snort rule that matched the file.'}), ('flow',\",\n \"the logon occured.', }), ('success', ('bool', {}), { 'doc': 'Set\",\n \"registry.', }), ('host', ('it:host', {}), { 'doc': 'The host running\",\n \"'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A file that triggered an\",\n \"is broadcast by the app.'}), )), ('it:prod:softver', {}, ( ('software',\",\n \"process that created the mutex. Typically the same host referenced\",\n \"of the process.', }), ('src:exe', ('file:path', {}), { 'doc': 'The\",\n \"string is expected to start with \\\"cpe:2.3:\\\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg)\",\n \"'Buffer Copy without Checking Size of Input (Classic Buffer Overflow)',\",\n \"{}), { 'doc': 'The file considered the \\\"main\\\" executable for\",\n \"{}, ( ('user', ('inet:user', {}), { 'doc': 'The username associated\",\n \"contains the signature.', }), )), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc',\",\n \"including any command line parameters.', 'disp': {'hint': 'text'}, }), ('pid',\",\n \"('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The file\",\n \"of the ATT&CK group.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',\",\n \"rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str', {}), {\",\n \"host reading a file from a filesystem.', }), ('it:exec:file:write', ('guid',\",\n \"of the YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The\",\n \"= { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic\",\n \"'ex': 'S0154', }), ('it:dev:str', ('str', {}), { 'doc': 'A developer-selected\",\n \"shell.\\\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The\",\n \"the named pipe.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"'The \\\"product\\\" field from the CPE 2.3 string.'}), ('version', ('str',\",\n \"file. Typically the same host referenced in :proc, if present.',\",\n \"evaluate if it exhibits interesting behavior.'}), ('complexity', ('int', {}), {\",\n \"'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A\",\n \"same host referenced in :proc, if present.', }), ('exe', ('file:bytes',\",\n \"{}), { 'doc': 'System normalized semantic version number.', }), ('semver:major',\",\n \"IPv4 address of the flow that caused the hit.'}), ('dst:port',\",\n \"()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()),\",\n \"evaluation engines.'}), )), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}), {\",\n \"'it:group'}), { 'doc': 'Groups that are a member of this\",\n \"= await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name = nodes[0].get('name') if\",\n \"host where the account is registered.', }), ('domain', ('it:domain', {}),\",\n \"parse strings using the it:semver normalization before attempting to extract\",\n \"'The Microsoft Windows Security Identifier of the group.', }), )),\",\n \"the software.', }), ('author:acct', ('inet:web:acct', {}), { 'deprecated': True, 'doc':\",\n \"}), ('exitcode', ('int', {}), { 'doc': 'The exit code or\",\n \"('time', ('time', {}), { 'doc': 'The time the file was\",\n \"{'type': 'inet:url', 'uniq': True}), { 'doc': 'An array of URLs\",\n \"'The snort rule that matched the file.'}), ('flow', ('inet:flow', {}),\",\n \": target_sw : target_hw : other * = \\\"any\\\" -\",\n \"string.'}), ('edition', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"URL. May or may not be the same :exe specified\",\n \"'doc': 'The contact information of the org or person who\",\n \"CWE to a full description.', }), ('parents', ('array', {'type': 'it:sec:cwe',\",\n \"of the client during the URL retrieval.' }), ('client:ipv4', ('inet:ipv4',\",\n \"{ 'doc': 'The process which killed this process.', }), )),\",\n \"contact information associated with this account.', }), ('host', ('it:host', {}),\",\n \"'ou:name', 'uniq': True, 'sorted': True}), { 'doc': 'An array of\",\n \"registry key, if the value is an integer.', }), ('bytes',\",\n \"('array', {'type': 'it:dev:str', 'uniq': True}), { 'doc': 'An array of\",\n \"('host', ('it:host', {}), { 'doc': 'The host that the account\",\n \"path if the mmap is a mapped view of a\",\n \"subs} def repr(self, valu): major, minor, patch = s_version.unpackVersion(valu) valu\",\n \"member of.', }), )), ('it:group', {}, ( ('name', ('str', {'lower':\",\n \"into a integer value Major, minor and patch levels are\",\n \"('groups', ('array', {'type': 'it:group'}), { 'doc': 'An array of groups\",\n \"names for the ATT&CK software.', }), ('desc', ('str', {'strip': True}),\",\n \"{}, ( ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The\",\n \"that was created.', }), )), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc',\",\n \"{}), { 'doc': 'The time the mutex was created.', }),\",\n \"size of the memory map in bytes.', }), ('perms:read', ('bool',\",\n \"('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 address specified to\",\n \"'A function from an imported library.', }), ), 'interfaces': (\",\n \"to True if the software is a library.'}), )), ('it:adid',\",\n \"node.get('software') if prop: opts = {'vars': {'soft': prop}} nodes =\",\n \"{ 'doc': 'The name of the group.', }), ('desc', ('str',\",\n \"{ 'doc': 'The mutex string.', }), )), ('it:exec:pipe', {}, (\",\n \"{ 'doc': 'Version major number.', }), ('semver:minor', ('int', {}), {\",\n \"('inet:ipv4', {}), { 'doc': 'The IPv4 of the client during\",\n \"}), ('time', ('time', {}), { 'doc': 'The time that the\",\n \"the process.', }), ('loaded', ('time', {}), { 'doc': 'The time\",\n \"{}), { 'doc': 'The IPv4 where the logon originated.', }),\",\n \"{}), { 'doc': 'The client port during the URL retrieval..'\",\n \"r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Mitigation ID.', 'ex': 'M1036',\",\n \"represents a host or system.' }), ('it:log:event', ('guid', {}), {\",\n \"code that read the registry. May or may not be\",\n \"software version.'}), )), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}), {'ro':\",\n \"('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The file that\",\n \"'doc': 'The host where the group is registered.', }), ('domain',\",\n \"('it:dev:regval', {}), { 'doc': 'The registry key or value that\",\n \"{ 'ro': True, 'doc': 'The \\\"part\\\" field from the CPE\",\n \"or system.', }), ('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), {\",\n \"( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The software version\",\n \"'The name of the YARA rule.'}), ('author', ('ps:contact', {}), {\",\n \"file containing code that wrote to the file. May or\",\n \"}), )), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"that documents the ATT&CK technique.', }), ('tag', ('syn:tag', {}), {\",\n \"'doc': 'The GECOS field for the POSIX account.', }), ('posix:home',\",\n \"a filesystem.', }), ('it:exec:file:del', ('guid', {}), { 'doc': 'An instance\",\n \"2.3 string.'}), ('vendor', ('ou:name', {}), { 'ro': True, 'doc': 'The\",\n \"'The value of the registry key, if the value is\",\n \"'ro': True, 'doc': 'The parent directory of the file path\",\n \"to the registry. May or may not be the same\",\n \"contiguous IPv6 address range of this network.', }), )), ('it:account',\",\n \"parts.append(part) part = '' continue part += c except StopIteration:\",\n \"( ('host', ('it:host', {}), {'ro': True, 'doc': 'Host with the\",\n \"in an executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string',\",\n \"'doc': 'An instance of a snort rule hit.', }), ('it:reveng:function',\",\n \"'text'}, }), ('url', ('inet:url', {}), { 'doc': 'The URL that\",\n \"{ 'doc': 'The current version of the rule.'}), )), ('it:app:snort:hit',\",\n \"'doc': 'The inet:flow that matched the snort rule.'}), ('src', ('inet:addr',\",\n \"'The MD5 password hash value.', }), ('hash:sha1', ('hash:sha1', {}), {\",\n \"for when this version of the software was released.', }),\",\n \"string representing a named pipe.', }), ('it:dev:mutex', ('str', {}), {\",\n \"password hash.', }), )), ('it:cmd', {}, ()), ('it:exec:proc', {}, (\",\n \"running the process that requested the URL. Typically the same\",\n \"{}), {'ro': True, 'doc': 'Host with the software.'}), ('softver', ('it:prod:softver',\",\n \"specific file containing code that created the named pipe. May\",\n \"('proc', ('it:exec:proc', {}), { 'doc': 'The process that matched the\",\n \"'The final component of the file path (parsed from :path).',\",\n \"vulnerability.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':\",\n \"array of ATT&CK software IDs used by the group.', }),\",\n \"brief description of the network.', }), ('org', ('ou:org', {}), {\",\n \"'strip': True}), { 'doc': 'The name of the software at\",\n \"{ 'ro': True, 'doc': 'The file extension of the file\",\n \"this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url',\",\n \"to / modified the existing file.', }), ('host', ('it:host', {}),\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"other\\\" field from\",\n \"{ 'doc': 'An array of ATT&CK technique IDs used by\",\n \":path).', }), ('file', ('file:bytes', {}), { 'doc': 'The file that\",\n \"subs} class SemVer(s_types.Int): ''' Provides support for parsing a semantic\",\n \"present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def\",\n \"{ 'doc': 'True if the mmap is mapped with execute\",\n \"'Organization which authored the software.', }), ('author:acct', ('inet:web:acct', {}), {\",\n \"{ 'doc': 'The GECOS field for the POSIX account.', }),\",\n \"this version instance.', }), ('vers:norm', ('str', {'lower': True}), { 'doc':\",\n \"def bruteVersionStr(self, valu): ''' Brute force the version out of\",\n \"{'type': 'it:group'}), { 'doc': 'Groups that are a member of\",\n \"ATT&CK technique on this sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic',\",\n \")), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"('time', {}), { 'doc': 'The file access time.', }), ('user',\",\n \"attempts to parse strings using the it:semver normalization before attempting\",\n \"the account', }), ('contact', ('ps:contact', {}), { 'doc': 'Additional contact\",\n \"'If deprecated, this field may contain the current value for\",\n \"that bound the listening port. Typically the same host referenced\",\n \"int, dict: The system normalized version integer and a subs\",\n \"valu, subs except s_exc.BadTypeValu: # Try doing version part extraction\",\n \"this thread.', }), )), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"{}), { 'doc': 'A GUID that represents an individual logon/logoff\",\n \"'doc': 'The inet:addr of the server when binding the port.'\",\n \"{}), { 'doc': 'The name of the YARA rule.'}), ('author',\",\n \"'The NIST CPE 2.3 string specifying this software.', }), ('author',\",\n \"subs = info.get('subs') return valu, subs except s_exc.BadTypeValu: # Try\",\n \"see if name is available and set it if possible\",\n \"the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The destination IPv4\",\n \"file that triggered the signature hit.', }), ('sig', ('it:av:sig', {}),\",\n \"in a process.', }), ('it:cmd', ('str', {'strip': True}), { 'doc':\",\n \"StopIteration: parts.append(part) return parts def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'):\",\n \"True, 'split': ','}), { 'doc': 'An array of ATT&CK software\",\n \"}), )), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"{ 'doc': 'A SHA256 hash of the memory map. Bytes\",\n \"(e.g., endpoint) or virtual (e.g., malware sandbox) host.', }), ('it:exec:thread',\",\n \"the process that created the new file. Typically the same\",\n \"{}, ( ('name', ('str', {'lower': True, 'strip': True, 'onespace': True}),\",\n \"('file:bytes', {}), { 'doc': 'The library file that was loaded.',\",\n \"the ATT&CK technique.', }), ('tag', ('syn:tag', {}), { 'doc': 'The\",\n \"of the flow that caused the hit.'}), ('src:port', ('inet:port', {}),\",\n \")), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"flow that caused the hit.'}), ('dst:port', ('inet:port', {}), { 'doc':\",\n \"{'lower': True}), { 'doc': 'Lower case normalized version of the\",\n \"that the account logged in to.', }), ('account', ('it:account', {}),\",\n \"the operating system.'}), ('os', ('it:prod:softver', {}), {'ro': True, 'doc': 'The\",\n \"name=self.name, mesg='Cannot norm a integer larger than 1152921504606846975 as a\",\n \"are represented as integers, with a max width of 20\",\n \"\\\"target_hw\\\" field from the CPE 2.3 string.'}), ('other', ('str', {'lower':\",\n \"\\\"main\\\" executable for DLLs loaded by that program.', }), ('cmd',\",\n \"'doc': 'A GUID that represents a host or system.' }),\",\n \"'The path for the file.', }), ('path:dir', ('file:path', {}), {\",\n \"'doc': 'An instance of a host creating or setting a\",\n \"where the logon originated.', }), ('client:ipv4', ('inet:ipv4', {}), { 'doc':\",\n \"'doc': 'The host running the process that requested the URL.\",\n \"manufacturer of the host.', }), ('model', ('str', {}), { 'doc':\",\n \"the URL. May or may not be the same :exe\",\n \"where the file was read.', }), ('path:dir', ('file:path', {}), {\",\n \"'The default installation path of the file.'}), )), ('it:hostsoft', {},\",\n \"which requests the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True, 'doc':\",\n \"'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST CPE 2.3 Formatted String',\",\n \"run on the operating system.'}), ('os', ('it:prod:softver', {}), {'ro': True,\",\n \"('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval',\",\n \"antivirus signature.', }), ('it:av:prochit', ('guid', {}), { 'doc': 'An instance\",\n \"on a host. May be an actual (e.g., endpoint) or\",\n \"('file:path', {}), { 'doc': 'The path to the executable of\",\n \"{}), { 'doc': 'The host where the logon originated.', }),\",\n \"'The app software which broadcasts the android intent.'}), ('intent', ('it:os:android:intent',\",\n \"logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section\",\n \"('guid', {}), { 'doc': 'An instance of a host adding\",\n \"( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software which\",\n \"given software requests the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': (\",\n \"that logged in.', }), ('creds', ('auth:creds', {}), { 'doc': 'The\",\n \"from the registry.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"function references.'}), )), ('it:reveng:impfunc', {}, ()), ), } name =\",\n \"hit.', }), ('sig', ('it:av:sig', {}), { 'ro': True, 'doc': 'The\",\n \"host running the process that created the named pipe. Typically\",\n \"{ 'doc': 'A thread executing in a process.', }), ('it:exec:loadlib',\",\n \"the bitwise concatenation of the major, minor and patch levels.\",\n \"the ATT&CK group.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),\",\n \"wrote to / modified the existing file.', }), ('host', ('it:host',\",\n \"name.' }), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), {\",\n \"def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3\",\n \"free-form description of the host.', }), ('domain', ('it:domain', {}), {\",\n \"representing an individual log event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid',\",\n \"to indicate an unsuccessful logon attempt.', }), ('logoff:time', ('time', {}),\",\n \"{'lower': True, 'strip': True}), { 'doc': 'An advertising identification string.'}),\",\n \"{}), { 'doc': 'The host running the process that deleted\",\n \"{ 'doc': 'A Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }),\",\n \"intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}),\",\n \"primary group ID of the account.', 'ex': '1001', }), ('windows:sid',\",\n \"('int', ('it:dev:int', {}), { 'doc': 'The value of the registry\",\n \"{ 'doc': 'A brief description of the domain.', }), ('org',\",\n \"the author of the YARA rule.'}), ('version', ('it:semver', {}), {\",\n \"'A file on a host.' }), ('it:exec:file:add', ('guid', {}), {\",\n \"the app.'}), )), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}), {'ro':\",\n \"('inet:ipv4', {}), { 'doc': 'The IPv4 address specified to bind().'\",\n \"value for the thread.', }), ('src:proc', ('it:exec:proc', {}), { 'doc':\",\n \"host running the process that deleted the file. Typically the\",\n \"()), ('it:host', {}, ( ('name', ('it:hostname', {}), { 'doc': 'The\",\n \"( ('salt', ('hex', {}), { 'doc': 'The (optional) hex encoded\",\n \"('salt', ('hex', {}), { 'doc': 'The (optional) hex encoded salt\",\n \"'doc': 'A URL linking this CVE to a full description.',\",\n \"{ 'doc': 'A description of the ATT&CK mitigation.', 'disp': {'hint':\",\n \"{}), { 'doc': 'The geo-political location string for the node.',\",\n \"function.'}), ('string', ('str', {}), { 'ro': True, 'doc': 'The string\",\n \"'doc': 'A logical boundary of authentication and configuration such as\",\n \"{}), { 'doc': 'A description of the software.', 'disp': {'hint':\",\n \"'doc': 'Web account of the software author.', }), ('author:email', ('inet:email',\",\n \"{ 'doc': 'The file modification time.', }), ('atime', ('time', {}),\",\n \"key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run', }), ('it:dev:regval', ('guid', {}), { 'doc': 'A\",\n \"if the value is a string.', }), ('int', ('it:dev:int', {}),\",\n \"axon.', }), )), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"the mutex. Typically the same host referenced in :proc, if\",\n \"the ATT&CK software.', }), ('desc', ('str', {'strip': True}), { 'doc':\",\n \"the hit.'}), ('dst', ('inet:addr', {}), { 'doc': 'The destination address\",\n \"file that was created.', }), )), ('it:exec:file:del', {}, ( ('proc',\",\n \"time the library was loaded.', }), ('unloaded', ('time', {}), {\",\n \"s_module import synapse.lib.version as s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str):\",\n \"'The source address of flow that caused the hit.'}), ('src:ipv4',\",\n \"('name', ('str', {}), { 'doc': 'The CWE description field.', 'ex':\",\n \"event.', }), )), ('it:domain', {}, ( ('name', ('str', {'lower': True,\",\n \"network.', }), ('net6', ('inet:net6', {}), { 'doc': 'The optional contiguous\",\n \"'Lower case normalized version of the it:dev:str.', }), )), ('it:sec:cve',\",\n \"the memory map. Bytes may optionally be present in the\",\n \"a library software version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'),\",\n \"value of the registry key, if the value is a\",\n \"'1001', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows\",\n \"{'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An instance of\",\n \"'doc': 'The URL that documents the ATT&CK group.', }), ('tag',\",\n \"'The optional contiguous IPv6 address range of this network.', }),\",\n \")), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"CPE 2.3 string.'}), ('edition', ('str', {'lower': True, 'strip': True}), {\",\n \"created the mutex.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"the host.', }), ('operator', ('ps:contact', {}), { 'doc': 'The operator\",\n \"function inside an executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'),\",\n \"{ 'doc': 'The exit code for the process.', }), ('user',\",\n \"'The bound (listening) TCP port.' }), )), ('it:fs:file', {}, (\",\n \"library was loaded.', }), ('unloaded', ('time', {}), { 'doc': 'The\",\n \"instance of a process triggering an alert on a specific\",\n \"('bytes', ('file:bytes', {}), { 'doc': 'The file representing the value\",\n \"'Other function calls within the scope of the function.', }),\",\n \"that represents a host or system.' }), ('it:log:event', ('guid', {}),\",\n \"function.', }), )), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}), {\",\n \"('perms:execute', ('bool', {}), { 'doc': 'True if the mmap is\",\n \"}), ('it:av:prochit', ('guid', {}), { 'doc': 'An instance of a\",\n \"('edition', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"minor, patch) subs = {'major': major, 'minor': minor, 'patch': patch}\",\n \"}), ('file', ('file:bytes', {}), { 'doc': 'The file that was\",\n \")), ('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()),\",\n \"s_exc import synapse.lib.types as s_types import synapse.lib.module as s_module import\",\n \"('it:mitre:attack:technique', {}), { 'doc': 'If deprecated, this field may contain\",\n \"name of the YARA rule.'}), ('author', ('ps:contact', {}), { 'doc':\",\n \"process which killed this process.', }), )), ('it:exec:thread', {}, (\",\n \"== '\\\\\\\\': c += next(genr) if c == ':': parts.append(part)\",\n \": edition : language : sw_edition : target_sw : target_hw\",\n \"most recent version of the rule evaluated as a match.'}),\",\n \"that bound the listening port. May or may not be\",\n \"('description', ('str', {}), { 'doc': 'Notes concerning the function.'}), ('impcalls',\",\n \"of the group.', }), )), ('it:logon', {}, ( ('time', ('time',\",\n \"('duration', ('duration', {}), { 'doc': 'The duration of the logon\",\n \"within the namespace of an antivirus engine name.' }), ('it:av:filehit',\",\n \"host resides.', }), ('loc', ('loc', {}), { 'doc': 'The geo-political\",\n \"app software which broadcasts the android intent.'}), ('intent', ('it:os:android:intent', {}),\",\n \"'doc': 'An external process which created the thread.', }), ('src:thread',\",\n \"{}), { 'doc': 'The NIST CPE 2.3 string specifying this\",\n \"('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True,\",\n \"read.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry key\",\n \"(10, 'debug'), (20, 'info'), (30, 'notice'), (40, 'warning'), (50, 'err'),\",\n \"2.3 string has {len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg)\",\n \"a listening port.', }), ('it:fs:file', ('guid', {}), { 'doc': 'A\",\n \"True, 'doc': 'The file distributed by the software.'}), ('path', ('file:path',\",\n \"ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url',\",\n \"created the process.' }), ('killedby', ('it:exec:proc', {}), { 'doc': 'The\",\n \"{ 'doc': 'The virtual address of the first codeblock of\",\n \"of the software.', 'disp': {'hint': 'text'}, }), ('desc:short', ('str', {'lower':\",\n \"the ATT&CK tactic.', }), ('desc', ('str', {}), { 'doc': 'A\",\n \"matched the file.'}), ('flow', ('inet:flow', {}), { 'doc': 'The inet:flow\",\n \"'doc': 'The path that the library was loaded from.', }),\",\n \"'An instance of a snort rule hit.', }), ('it:reveng:function', ('guid',\",\n \"memory map was created.', }), ('deleted', ('time', {}), { 'doc':\",\n \"'doc': 'An array of ATT&CK tactics that include this technique.',\",\n \"('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The app software which\",\n \"{ 'doc': 'The product model of the host.', }), ('serial',\",\n \"CPE 2.3 string.'}), ('other', ('str', {'lower': True, 'strip': True}), {\",\n \"GUID that represents a logical network.' }), ('it:domain', ('guid', {}),\",\n \"{ 'doc': 'An android permission string.'}), ('it:os:android:intent', ('str', {}), {\",\n \"s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part': parts[2], 'vendor': parts[3], 'product':\",\n \"'doc': 'The user name of the process owner.', }), ('path',\",\n \"True}), { 'doc': 'A unique command-line string.', 'ex': 'foo.exe --dostuff\",\n \"{ 'doc': 'A named pipe created by a process at\",\n \"address for the host.' }), ('latlong', ('geo:latlong', {}), { 'doc':\",\n \"{}), { 'doc': 'A free-form description of the signature.', 'disp':\",\n \"string associated with this version instance.', }), ('vers:norm', ('str', {'lower':\",\n \"owner of the file.', }), )), ('it:exec:file:add', {}, ( ('proc',\",\n \"{ 'doc': 'An instance of a host getting a registry\",\n \"}), ('url', ('inet:url', {}), { 'doc': 'A URL linking this\",\n \"}), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split':\",\n \"}), ('data', ('data', {}), { 'doc': 'A raw JSON record\",\n \"'doc': 'The signature name.', }), ('sig:soft', ('it:prod:soft', {}), { 'ro':\",\n \"{ 'doc': 'Observed/variant names for this software version.', }), ('cpe',\",\n \"code that wrote to the file. May or may not\",\n \"process which contains the thread.', }), ('created', ('time', {}), {\",\n \"( ('norm', ('str', {'lower': True}), { 'doc': 'Lower case normalized\",\n \"}), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 of the\",\n \"'' parts = [] genr = iter(text) try: while True:\",\n \"account is registered.', }), ('posix:uid', ('int', {}), { 'doc': 'The\",\n \"('it:network', {}, ( ('name', ('str', {'lower': True, 'strip': True, 'onespace':\",\n \"node, oldv): # Check to see if name is available\",\n \"exit code or return value for the thread.', }), ('src:proc',\",\n \"was deleted.', }), )), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows Security Identifier\",\n \"\\\"edition\\\" field from the CPE 2.3 string.'}), ('language', ('str', {'lower':\",\n \"('contact', ('ps:contact', {}), { 'doc': 'Additional contact information associated with\",\n \"{ 'doc': 'The IPv6 of the client during the URL\",\n \"{ 'ro': True, 'doc': 'Host serving a url.', }), ('url',\",\n \"{ 'doc': 'The source port of the flow that caused\",\n \"in the process.', }), ('size', ('int', {}), { 'doc': 'The\",\n \"read the registry. Typically the same host referenced in :proc,\",\n \"'doc': 'A url hosted on or served by a host\",\n \"( ('mesg', ('str', {}), { 'doc': 'The log messsage text.',\",\n \"norm a integer larger than 1152921504606846975 as a semver.') major,\",\n \"'uniq': True, 'sorted': True}), { 'doc': 'Observed/variant names for this\",\n \"info.get('subs') return valu, subs except s_exc.BadTypeValu: # Try doing version\",\n \"{ 'doc': 'An array of alternate names for the ATT&CK\",\n \"an account on a host or network.' }), ('it:group', ('guid',\",\n \"of the client during the URL retrieval..' }), ('client:ipv6', ('inet:ipv6',\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"other\\\"\",\n \"or a virtual / notional host.', }), ('exe', ('file:bytes', {}),\",\n \"Mitre ATT&CK Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex':\",\n \"{}), { 'doc': 'The time the file was created.', }),\",\n \"}), ('it:exec:reg:get', ('guid', {}), { 'doc': 'An instance of a\",\n \"destination port of the flow that caused the hit.'}), ('time',\",\n \"password hash value.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'The\",\n \"('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The\",\n \"('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The\",\n \"{}, ( ('name', ('str', {}), { 'doc': 'The CWE description\",\n \"group ID of the account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid',\",\n \"the thread exited.', }), ('exitcode', ('int', {}), { 'doc': 'The\",\n \"that document the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}), {\",\n \"the map was created in the process.', }), ('size', ('int',\",\n \"('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"('array', {'type': 'it:group'}), { 'doc': 'Groups that are a member\",\n \"that caused the hit.'}), ('dst', ('inet:addr', {}), { 'doc': 'The\",\n \"'doc': 'True if the mmap is mapped with execute permissions.',\",\n \")), ('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()),\",\n \"}), ('path', ('file:path', {}), { 'doc': 'The path to the\",\n \"{}), { 'doc': 'The path where the file was written\",\n \"'Timestamp for when this version of the software was released.',\",\n \"valu): ''' Brute force the version out of a string.\",\n \"that the library was loaded from.', }), ('file', ('file:bytes', {}),\",\n \"{'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}), { 'doc': 'A\",\n \"text): part = '' parts = [] genr = iter(text)\",\n \"the process that wrote to the file. Typically the same\",\n \"}), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK\",\n \"retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 of\",\n \"address specified to bind().' }), ('server:ipv6', ('inet:ipv6', {}), { 'doc':\",\n \"name of the software at a particular version.', }), ('names',\",\n \"'doc': 'An array of groups that the account is a\",\n \"version information for. Notes: This first attempts to parse strings\",\n \"host that the account logged in to.', }), ('account', ('it:account',\",\n \"is registered.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'Groups\",\n \"None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force version parts\",\n \"the process that bound the listening port. Typically the same\",\n \"that document the ATT&CK mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique',\",\n \"'doc': 'An array of URLs that document the CVE ID.',\",\n \"('account', ('it:account', {}), { 'doc': 'The account that logged in.',\",\n \"patch number.', }), ('semver:pre', ('str', {}), { 'doc': 'Semver prerelease\",\n \"{}, { 'doc': 'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {},\",\n \"malware sandbox) host.', }), ('it:exec:thread', ('guid', {}), { 'doc': 'A\",\n \"a registry key.', }), ('it:app:yara:rule', ('guid', {}), { 'doc': 'A\",\n \"{ 'doc': 'The bound (listening) TCP port.' }), )), ('it:fs:file',\",\n \"imported library.', }), ), 'interfaces': ( ('it:host:activity', { 'props': (\",\n \"description field.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {\",\n \"located in a process.', }), ('it:cmd', ('str', {'strip': True}), {\",\n \"'ro': True, 'doc': 'The \\\"product\\\" field from the CPE 2.3\",\n \"{ 'doc': 'A description of the ATT&CK group.', 'disp': {'hint':\",\n \"group.', }), ('desc', ('str', {}), { 'doc': 'A description of\",\n \"of a snort rule hit.', }), ('it:reveng:function', ('guid', {}), {\",\n \"nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name = nodes[0].get('name')\",\n \"software.', }), ('isos', ('bool', {}), { 'doc': 'Set to True\",\n \"created.', }), ('path', ('file:path', {}), { 'doc': 'The path where\",\n \"'The base memory address where the map was created in\",\n \"an integer to allow version ordering. Prerelease information is disregarded\",\n \"string.', }), ('int', ('it:dev:int', {}), { 'doc': 'The value of\",\n \"version into a integer value Major, minor and patch levels\",\n \"('it:prod:softver', {}), {'ro': True, 'doc': 'The software which distributes the\",\n \"alert on a specific antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}),\",\n \"('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"the library was loaded from.', }), ('file', ('file:bytes', {}), {\",\n \"Checking Size of Input (Classic Buffer Overflow)', }), ('desc', ('str',\",\n \"'doc': 'The android permission requested by the app.'}), )), ('it:prod:softos',\",\n \"the host.', }), ('serial', ('str', {}), { 'doc': 'The serial\",\n \"process that bound the listening port. Typically the same host\",\n \"{}), { 'doc': 'The process where the library was loaded.',\",\n \"('status', ('it:mitre:attack:status', {}), { 'doc': 'The status of this ATT&CK\",\n \")), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}), { 'ro': True,\",\n \"new file. Typically the same host referenced in :proc, if\",\n \"{ 'ro': True, 'doc': 'The string that the function references.'}),\",\n \"where the file was created.', }), ('path:dir', ('file:path', {}), {\",\n \"if prop: await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node, oldv):\",\n \"'it:prod:soft'), ('name', ('str', {'lower': True})))}), { 'doc': 'A signature name\",\n \"is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string as\",\n \"v) except asyncio.CancelledError: # pragma: no cover raise except Exception:\",\n \"for the logon.', }), ('duration', ('duration', {}), { 'doc': 'The\",\n \"{ 'doc': 'An array of ATT&CK technique IDs addressed by\",\n \"released.', }), ('semver', ('it:semver', {}), { 'doc': 'System normalized semantic\",\n \": target_hw : other * = \\\"any\\\" - = N/A\",\n \"a process.', }), ('it:app:snort:rule', ('guid', {}), { 'doc': 'A snort\",\n \"6.2) cpe:2.3: part : vendor : product : version :\",\n \"password hash value.', }), ('hash:sha512', ('hash:sha512', {}), { 'doc': 'The\",\n \"network.' }), ('it:domain', ('guid', {}), { 'doc': 'A logical boundary\",\n \"('int', {}), { 'doc': 'The process ID.', }), ('time', ('time',\",\n \"{'ro': True, 'doc': 'The android intent which is broadcast by\",\n \"bar', }), ('it:exec:mutex', ('guid', {}), { 'doc': 'A mutex created\",\n \"('inet:url', {}), { 'doc': 'A reference URL for information about\",\n \"'An android advertising identification string.'}), ('it:os:android:perm', ('str', {}), { 'doc':\",\n \"host where the logon originated.', }), ('client:ipv4', ('inet:ipv4', {}), {\",\n \"{}), { 'doc': 'Semver prerelease string.', }), ('semver:build', ('str', {}),\",\n \"after stripping whitespace') subs = s_version.parseSemver(valu) if subs is None:\",\n \"'disp': {'hint': 'text'}, }), ('desc:short', ('str', {'lower': True}), { 'doc':\",\n \"'The GECOS field for the POSIX account.', }), ('posix:home', ('file:path',\",\n \"('posix:uid', ('int', {}), { 'doc': 'The user ID of the\",\n \"('author', ('ps:contact', {}), { 'doc': 'The contact information of the\",\n \"{'major': major, 'minor': minor, 'patch': patch} return valu, {'subs': subs}\",\n \"'doc': 'The serial number of the host.', }), ('operator', ('ps:contact',\",\n \"'The host that executed the process. May be an actual\",\n \"('str', {}), { 'doc': 'An android permission string.'}), ('it:os:android:intent', ('str',\",\n \"'doc': 'The file modification time.', }), ('atime', ('time', {}), {\",\n \"normalization before attempting to extract version parts out of the\",\n \"Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3:\",\n \"detected the signature.' }), )), ('it:auth:passwdhash', {}, ( ('salt', ('hex',\",\n \"synapse.lib.version as s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE\",\n \"{}), { 'doc': 'Version string associated with this version instance.',\",\n \"a full description.', }), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True,\",\n \"array of URLs that document the ATT&CK tactic.', }), )),\",\n \"version string [%s]', prop) def getModelDefs(self): modl = { 'ctors':\",\n \"()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc':\",\n \"password for this password hash.', }), )), ('it:cmd', {}, ()),\",\n \"or system.' }), ('it:log:event', ('guid', {}), { 'doc': 'A GUID\",\n \"a function in an executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function',\",\n \"{}), { 'doc': 'An instance of a password hash.', }),\",\n \"{ 'doc': 'The base memory address where the library was\",\n \"{}), { 'doc': 'The destination port of the flow that\",\n \"the flow that caused the hit.'}), ('dst:port', ('inet:port', {}), {\",\n \"for. Notes: This first attempts to parse strings using the\",\n \"the URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The\",\n \"('it:host', {}), { 'doc': 'The host where the logon originated.',\",\n \"{ 'doc': 'The host that executed the process. May be\",\n \"minor, patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch) subs\",\n \"mesg='Unable to parse string as a semver.') valu = s_version.packVersion(subs.get('major'),\",\n \"{ 'doc': 'An iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}),\",\n \"{ 'doc': 'Name of the software.', }), ('names', ('array', {'type':\",\n \"'A free-form description of the host.', }), ('domain', ('it:domain', {}),\",\n \"'sorted': True}), { 'doc': 'Associated names for the ATT&CK software.',\",\n \"{ 'doc': 'The address of the client during the URL\",\n \"registry key.', }), ('str', ('it:dev:str', {}), { 'doc': 'The value\",\n \"by a process at runtime.', }), ('it:exec:url', ('guid', {}), {\",\n \"'ro': True, 'doc': 'The signature name.', }), ('sig:soft', ('it:prod:soft', {}),\",\n \"{}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey',\",\n \"a host creating or setting a registry key.', }), ('it:exec:reg:del',\",\n \"host on which the activity occurred.'}), ('time', ('time', {}), {\",\n \"('str', {}), { 'doc': 'A string representing a named pipe.',\",\n \"'doc': 'The primary name for the ATT&CK technique.', }), ('status',\",\n \"node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node, oldv): #\",\n \"{ 'doc': 'The file access time.', }), ('user', ('inet:user', {}),\",\n \"a member of.', }), ('ipv4', ('inet:ipv4', {}), { 'doc': 'The\",\n \"function in an executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'),\",\n \"{ 'doc': 'An instance of a host reading a file\",\n \"'doc': 'The time that the AV engine detected the signature.'\",\n \"'doc': 'A library load event in a process.', }), ('it:exec:mmap',\",\n \"'An array of ATT&CK technique IDs addressed by the mitigation.',\",\n \"a filesystem.', }), ('it:exec:file:write', ('guid', {}), { 'doc': 'An instance\",\n \"node.set('software:name', name) async def _onPropSoftverArch(self, node, oldv): # make it:dev:str\",\n \"('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Software\",\n \"{ 'doc': 'The specific file containing code that deleted the\",\n \"s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer larger than 1152921504606846975 as\",\n \"'The primary name for the ATT&CK software.', }), ('names', ('array',\",\n \"binding a listening port.', }), ('it:fs:file', ('guid', {}), { 'doc':\",\n \"technique IDs used by the group.', }), ('software', ('array', {'type':\",\n \"the hit.'}), ('dst:port', ('inet:port', {}), { 'doc': 'The destination port\",\n \"patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch) subs =\",\n \"description of the software.', }), ('cpe', ('it:sec:cpe', {}), { 'doc':\",\n \"True, 'doc': 'The android app which requests the permission.'}), ('perm',\",\n \"('mesg', ('str', {}), { 'doc': 'The log messsage text.', }),\",\n \"NIST CPE 2.3 string specifying this software version', }), ('cves',\",\n \"ATT&CK element status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}),\",\n \"{ 'doc': 'The host where the group is registered.', }),\",\n \"{ 'doc': 'The main process executing code that deleted data\",\n \"description of the ATT&CK tactic.', 'disp': {'hint': 'text'}, }), ('url',\",\n \"hash value.', }), ('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The NTLM\",\n \"this software.', }), ('desc', ('str', {}), { 'doc': 'A description\",\n \"software.', }), ('author:acct', ('inet:web:acct', {}), { 'deprecated': True, 'doc': 'Web\",\n \": other * = \\\"any\\\" - = N/A ''' def\",\n \"'it:os:android:intent'))}), { 'doc': 'The given software listens for an android\",\n \"('ps:contact', {}), { 'doc': 'Contact info for the author of\",\n \"named pipe was created.', }), ('name', ('it:dev:pipe', {}), { 'doc':\",\n \"domain that the host is a member of.', }), ('ipv4',\",\n \"the ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}), { 'doc': 'The\",\n \"password hash.', }), ('it:exec:proc', ('guid', {}), { 'doc': 'A process\",\n \"{ 'doc': 'The IPv4 of the client during the URL\",\n \"'The file that was deleted.', }), )), ('it:exec:file:read', {}, (\",\n \"deleted.', }), ('path', ('file:path', {}), { 'doc': 'The file path\",\n \"that read the registry. Typically the same host referenced in\",\n \"{ 'doc': 'An array of groups that the account is\",\n \"external process which created the thread.', }), ('src:thread', ('it:exec:thread', {}),\",\n \"caused the hit.'}), ('dst', ('inet:addr', {}), { 'doc': 'The destination\",\n \"{}), { 'doc': 'The org that operates the given host.',\",\n \"specific antivirus signature.', }), ('it:av:prochit', ('guid', {}), { 'doc': 'An\",\n \"that wrote to the registry. May or may not be\",\n \"permissions.', }), ('created', ('time', {}), { 'doc': 'The time the\",\n \"process.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'The process which\",\n \"mmap is mapped with read permissions.', }), ('perms:write', ('bool', {}),\",\n \"node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma: no cover raise except\",\n \"'Associated names for the ATT&CK software.', }), ('desc', ('str', {'strip':\",\n \"('it:dev:pipe', {}), { 'doc': 'The named pipe string.', }), )),\",\n \"'ro': True, 'doc': 'The \\\"edition\\\" field from the CPE 2.3\",\n \"the ATT&CK software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True,\",\n \"mitigation.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':\",\n \"of the memory map in bytes.', }), ('perms:read', ('bool', {}),\",\n \"For example, rundll32.exe may be considered the \\\"main\\\" executable for\",\n \"( ('proc', ('it:exec:proc', {}), { 'doc': 'The main process executing\",\n \"anti-virus product which contains the signature.', }), ('name', ('str', {'lower':\",\n \"except StopIteration: parts.append(part) return parts def _normPyStr(self, valu): if not\",\n \"'The path to the executable which started the process.', }),\",\n \"'ro': True, 'doc': 'The \\\"target_sw\\\" field from the CPE 2.3\",\n \"that caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The\",\n \"}), ('deleted', ('time', {}), { 'doc': 'The time the memory\",\n \"parts = [] genr = iter(text) try: while True: c\",\n \"= '' parts = [] genr = iter(text) try: while\",\n \"hit.'}), ('sensor', ('it:host', {}), { 'doc': 'The sensor host node\",\n \"the process that deleted the file. Typically the same host\",\n \"the group.', }), ('desc', ('str', {}), { 'doc': 'A brief\",\n \"for the technique.', }), ('desc', ('str', {'strip': True}), { 'doc':\",\n \"('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm',\",\n \"the file.'}), ('flow', ('inet:flow', {}), { 'doc': 'The inet:flow that\",\n \"the ATT&CK mitigation.', }), ('tag', ('syn:tag', {}), { 'doc': 'The\",\n \"''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self,\",\n \"tag used to annotate nodes included in this ATT&CK mitigation.',\",\n \"for the file.', }), ('path:dir', ('file:path', {}), { 'ro': True,\",\n \"group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True,\",\n \"}), ('created', ('time', {}), { 'doc': 'The time the memory\",\n \"from the CPE 2.3 string.'}), ('vendor', ('ou:name', {}), { 'ro':\",\n \"'The app software which listens for the android intent.'}), ('intent',\",\n \"ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),\",\n \"main process executing code that created the mutex.', }), ('host',\",\n \"('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 of the client\",\n \"specified to bind().' }), ('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The\",\n \"{}), { 'doc': 'The credentials that were used for the\",\n \"{}), { 'doc': 'A brief description of the group.', }),\",\n \"'An instance of a host deleting a file from a\",\n \"{ 'doc': 'An instance of a host deleting a registry\",\n \"thread.', }), )), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"'A function inside an executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file',\",\n \"('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}), { 'doc': 'A\",\n \"string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An android advertising identification\",\n \"{}), { 'doc': 'The org that operates the given domain.',\",\n \"}), ('it:exec:file:del', ('guid', {}), { 'doc': 'An instance of a\",\n \"{ 'ro': True, 'doc': 'The \\\"target_hw\\\" field from the CPE\",\n \"{}), { 'doc': 'Timestamp for when this version of the\",\n \"{}), { 'doc': 'A snort rule unique identifier.', }), ('it:app:snort:hit',\",\n \"s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs': subs} def _normPyInt(self, valu):\",\n \"('other', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"for the software.', }), ('isos', ('bool', {}), { 'doc': 'Set\",\n \"{ 'doc': 'Version string associated with this version instance.', }),\",\n \"('bool', {}), { 'doc': 'True if the mmap is mapped\",\n \"'doc': 'The time the file was deleted.', }), ('path', ('file:path',\",\n \"unversioned software product.', }), ('it:adid', ('str', {'lower': True, 'strip': True}),\",\n \"{}), { 'doc': 'The YARA rule that matched the file.'}),\",\n \"ATT&CK tactic.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {\",\n \"time the thread was created.', }), ('exited', ('time', {}), {\",\n \"the function.'}), ('string', ('str', {}), { 'ro': True, 'doc': 'The\",\n \"mutex. May or may not be the same :exe specified\",\n \"= next(genr) if c == '\\\\\\\\': c += next(genr) if\",\n \"'The URL that documents the ATT&CK technique.', }), ('tag', ('syn:tag',\",\n \"'The operator of the host.', }), ('org', ('ou:org', {}), {\",\n \"{ 'doc': 'Additional contact information associated with this account.', }),\",\n \"containing code that wrote to the file. May or may\",\n \")), ('it:account', {}, ( ('user', ('inet:user', {}), { 'doc': 'The\",\n \"'The inet:flow that matched the snort rule.'}), ('src', ('inet:addr', {}),\",\n \"who authored the software.', }), ('url', ('inet:url', {}), { 'doc':\",\n \"{}), { 'doc': 'The complexity of the function.'}), ('funccalls', ('array',\",\n \"('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip': True}), { 'doc': 'The\",\n \"{}), { 'doc': 'The time the logon occured.', }), ('success',\",\n \"owner of the file.', }), ('group', ('inet:user', {}), { 'doc':\",\n \"GUID that represents an individual logon/logoff event.' }), ('it:hosturl', ('comp',\",\n \"('guid', {}), { 'doc': 'An instance of a password hash.',\",\n \"Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST\",\n \"the CPE 2.3 string.'}), ('update', ('str', {'lower': True, 'strip': True}),\",\n \"{ 'doc': 'The current version of the rule.'}), ('enabled', ('bool',\",\n \"the function.', }), ('strings', ('array', {'type': 'it:dev:str', 'uniq': True}), {\",\n \"{'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A software\",\n \"{}), { 'doc': \\\"The path to the POSIX account's default\",\n \"if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return\",\n \":exe referenced in :proc, if present.', }), ('time', ('time', {}),\",\n \"True, 'doc': 'Organization which authored the software.', }), ('author:acct', ('inet:web:acct',\",\n \"{}), { 'doc': \\\"The path to the POSIX account's home\",\n \"file that was loaded.', }), )), ('it:exec:mmap', {}, ( ('proc',\",\n \"{ 'doc': 'A GUID that represents an individual logon/logoff event.'\",\n \"process.', }), ('it:exec:mmap', ('guid', {}), { 'doc': 'A memory mapped\",\n \"('author:person', ('ps:person', {}), { 'deprecated': True, 'doc': 'Person who authored\",\n \"node.snap.addNode('it:dev:str', prop) # form the semver properly or bruteforce parts\",\n \"{ 'doc': 'A function from an imported library.', }), ),\",\n \"('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}), { 'doc': 'Observed/variant\",\n \"= info.get('subs') return valu, subs except s_exc.BadTypeValu: # Try doing\",\n \"running the process that deleted data from the registry. Typically\",\n \"'A thread executing in a process.', }), ('it:exec:loadlib', ('guid', {}),\",\n \"key, if the value is a string.', }), ('int', ('it:dev:int',\",\n \"annotate nodes included in this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }),\",\n \"creation time.', }), ('mtime', ('time', {}), { 'doc': 'The file\",\n \"{ 'doc': 'The value of the registry key, if the\",\n \"{ 'doc': 'The name of the software at a particular\",\n \"'doc': 'A named pipe created by a process at runtime.',\",\n \"'doc': 'The time the named pipe was created.', }), ('name',\",\n \"}), ('semver:patch', ('int', {}), { 'doc': 'Version patch number.', }),\",\n \"}), ('it:network', ('guid', {}), { 'doc': 'A GUID that represents\",\n \"('str', {}), { 'doc': 'The snort rule text.', 'disp': {'hint':\",\n \"contains the function.'}), ('va', ('int', {}), { 'doc': 'The virtual\",\n \"{ 'doc': 'The signature that the file triggered on.' }),\",\n \"software version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}),\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"sw_edition\\\" field from\",\n \"signature name within the namespace of an antivirus engine name.'\",\n \"{}), { 'doc': 'A free-form description of the CVE vulnerability.',\",\n \"file containing code that requested the URL. May or may\",\n \"group ID of the account.', 'ex': '1001', }), ('posix:gecos', ('int',\",\n \"{ 'doc': 'An android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': (\",\n \"('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST CPE 2.3 Formatted\",\n \"setting a registry key.', }), ('it:exec:reg:del', ('guid', {}), { 'doc':\",\n \"the app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}), {'ro':\",\n \"('url', ('inet:url', {}), { 'doc': 'URL where a specific version\",\n \"{}, ( ('time', ('time', {}), { 'doc': 'The time the\",\n \"{}), { 'doc': 'An instance of a host binding a\",\n \"password hash.', }), ('hash:md5', ('hash:md5', {}), { 'doc': 'The MD5\",\n \"{ 'doc': 'The YARA rule that matched the file.'}), ('proc',\",\n \"('posix:gecos', ('int', {}), { 'doc': 'The GECOS field for the\",\n \"('file:bytes', {}), { 'doc': 'The file that was modified.', }),\",\n \"this sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted':\",\n \"permissions.', }), ('perms:write', ('bool', {}), { 'doc': 'True if the\",\n \"created.', }), )), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"process executing code that requested the URL.', }), ('host', ('it:host',\",\n \"{}), { 'doc': 'The main process executing code that created\",\n \"}), ('it:exec:reg:set', ('guid', {}), { 'doc': 'An instance of a\",\n \"YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most recent\",\n \"that deleted data from the registry. May or may not\",\n \"valu, {'subs': subs} def _normPyInt(self, valu): if valu < 0:\",\n \"('it:app:yara:rule', ('guid', {}), { 'doc': 'A YARA rule unique identifier.',\",\n \")), ('it:auth:passwdhash', {}, ( ('salt', ('hex', {}), { 'doc': 'The\",\n \"exhibits interesting behavior.'}), ('complexity', ('int', {}), { 'doc': 'The complexity\",\n \"}), ('severity', ('int', {'enums': loglevels}), { 'doc': 'A log level\",\n \"}), ('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The parent ATT&CK technique\",\n \"nodes[0].get('name') if name: await node.set('software:name', name) async def _onPropSoftverArch(self, node,\",\n \"the activity.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The host process\",\n \"where the logon originated.', }), ('client:ipv6', ('inet:ipv6', {}), { 'doc':\",\n \"{}, ( ('name', ('str', {'strip': True}), { 'doc': 'The primary\",\n \"'doc': 'Groups that are a member of this group.', }),\",\n \"'doc': 'The base memory address where the library was loaded\",\n \"of URLs that document the ATT&CK group.', }), ('techniques', ('array',\",\n \"file creation time.', }), ('mtime', ('time', {}), { 'doc': 'The\",\n \"the activity occurred.'}), ('time', ('time', {}), { 'doc': 'The time\",\n \"(40, 'warning'), (50, 'err'), (60, 'crit'), (70, 'alert'), (80, 'emerg'),\",\n \"SemVer(s_types.Int): ''' Provides support for parsing a semantic version string\",\n \"the logon.', }), ('duration', ('duration', {}), { 'doc': 'The duration\",\n \"in this ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array',\",\n \"where the group is registered.', }), ('groups', ('array', {'type': 'it:group'}),\",\n \"system.' }), ('it:log:event', ('guid', {}), { 'doc': 'A GUID representing\",\n \"{}), { 'doc': 'An instance of a host adding a\",\n \"array of URLs that document the CVE ID.', }), )),\",\n \"or value that was written to.', }), )), ('it:exec:reg:del', {},\",\n \"'doc': 'The optional contiguous IPv6 address range of this network.',\",\n \"of the log event.', }), )), ('it:domain', {}, ( ('name',\",\n \"{}), { 'doc': 'A string representing a mutex.', }), ('it:dev:int',\",\n \"the group is registered.', }), ('domain', ('it:domain', {}), { 'doc':\",\n \"'ro': True, 'doc': 'The \\\"vendor\\\" field from the CPE 2.3\",\n \"'An array of strings referenced within the function.', }), )),\",\n \"ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc':\",\n \"def _normPyStr(self, valu): valu = valu.strip() if not valu: raise\",\n \"specific file containing code that created the new file. May\",\n \"{ 'doc': 'The CWE description field.', 'disp': {'hint': 'text'}, }),\",\n \"the port.' }), ('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4\",\n \"= {'vars': {'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if\",\n \"instance of a YARA rule match to a process.', }),\",\n \"be parsed out and available as strings if that information\",\n \"{}), { 'doc': 'A URL linking this CWE to a\",\n \"by that program.', }), ('cmd', ('it:cmd', {}), { 'doc': 'The\",\n \"True}), { 'doc': 'A list of CVEs that apply to\",\n \"parts out of the string. Returns: int, dict: The system\",\n \"the file.', }), )), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"}), ('it:domain', ('guid', {}), { 'doc': 'A logical boundary of\",\n \"('atime', ('time', {}), { 'doc': 'The file access time.', }),\",\n \"True, 'sorted': True}), { 'doc': 'A list of CVEs that\",\n \"executing code that read the registry.', }), ('host', ('it:host', {}),\",\n \"library was unloaded.', }), ('path', ('file:path', {}), { 'doc': 'The\",\n \"'The file that was created.', }), )), ('it:exec:file:del', {}, (\",\n \"prop: return await node.set('vers:norm', prop) # Make it:dev:str from version\",\n \"complexity of the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc':\",\n \"version of the version string.', }), ('arch', ('it:dev:str', {}), {\",\n \"of the file.', }), ('group', ('inet:user', {}), { 'doc': 'The\",\n \"key or value that was deleted.', }), )), ('it:app:snort:rule', {},\",\n \"list of CVEs that apply to this software version.', }),\",\n \"('mtime', ('time', {}), { 'doc': 'The file modification time.', }),\",\n \"type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST CPE\",\n \"('ps:person', {}), { 'deprecated': True, 'doc': 'Person who authored the\",\n \"!= 13: mesg = f'CPE 2.3 string has {len(parts)} parts,\",\n \"'The main process executing code that bound the listening port.',\",\n \"{'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc':\",\n \"}), ('creds', ('auth:creds', {}), { 'doc': 'The credentials that were\",\n \"('str', {'lower': True}), { 'doc': 'Lower case normalized version of\",\n \"the CPE 2.3 string.'}), ('target_sw', ('str', {'lower': True, 'strip': True}),\",\n \"registered.', }), ('posix:uid', ('int', {}), { 'doc': 'The user ID\",\n \"'deprecated': True, 'doc': 'Email address of the sofware author.', }),\",\n \"the software.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST\",\n \"the account is a member of.', }), )), ('it:group', {},\",\n \"NIST CPE 2.3 string specifying this software.', }), ('author', ('ps:contact',\",\n \"'Version major number.', }), ('semver:minor', ('int', {}), { 'doc': 'Version\",\n \"('it:host', {}), { 'doc': 'The host where the group is\",\n \"client during the URL retrieval..' }), ('client:port', ('inet:port', {}), {\",\n \"'doc': 'System normalized semantic version number.', }), ('semver:major', ('int', {}),\",\n \"'The host running the process that read the registry. Typically\",\n \"('host', ('it:host', {}), { 'doc': 'The host on which the\",\n \"match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}), { 'doc':\",\n \"host thread which caused the activity.'}), ('host', ('it:host', {}), {\",\n \"killed this process.', }), )), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc',\",\n \"{}), { 'doc': 'The main process executing code that bound\",\n \"this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If\",\n \"{ 'doc': 'A developer selected integer constant.', }), ('it:dev:regkey', ('str',\",\n \"{'type': 'it:sec:cve', 'uniq': True, 'sorted': True}), { 'doc': 'A list\",\n \"session ended.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"that the YARA engine matched the process to the rule.'}),\",\n \"key or value that was written to.', }), )), ('it:exec:reg:del',\",\n \"'A GUID that represents a group on a host or\",\n \"1}), { 'doc': 'A function from an imported library.', }),\",\n \"used to annotate nodes included in this ATT&CK mitigation.', 'ex':\",\n \"{}, ( ('name', ('str', {}), { 'doc': 'The name of\",\n \"field from the CPE 2.3 string.'}), ('product', ('str', {'lower': True,\",\n \"'doc': 'The mutex string.', }), )), ('it:exec:pipe', {}, ( ('proc',\",\n \"{ 'doc': 'The path for the file.', }), ('path:dir', ('file:path',\",\n \"True, 'doc': 'The signature name.' }), ('desc', ('str', {}), {\",\n \"or value that was deleted.', }), )), ('it:app:snort:rule', {}, (\",\n \"group is registered.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc':\",\n \"('int', {'enums': loglevels}), { 'doc': 'A log level integer that\",\n \"('os', ('it:prod:softver', {}), { 'doc': 'The operating system of the\",\n \"{}), { 'doc': 'The name of the host or system.',\",\n \"named pipe string.', }), )), ('it:exec:url', {}, ( ('proc', ('it:exec:proc',\",\n \"were used for the logon.', }), ('duration', ('duration', {}), {\",\n \"line parameters.', 'disp': {'hint': 'text'}, }), ('pid', ('int', {}), {\",\n \"field from the CPE 2.3 string.'}), ('target_sw', ('str', {'lower': True,\",\n \"of alternate names for the ATT&CK group.', }), ('desc', ('str',\",\n \"URL that documents the ATT&CK group.', }), ('tag', ('syn:tag', {}),\",\n \"{ 'doc': 'The main process executing code that deleted the\",\n \"'other': parts[12], } return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int): '''\",\n \"product which is present on a given host.', }), ('it:av:sig',\",\n \"that include this technique.', }), )), ('it:mitre:attack:software', {}, ( ('software',\",\n \"Windows registry key/value pair.', }), ('it:prod:soft', ('guid', {}), { 'doc':\",\n \"left after stripping whitespace') subs = s_version.parseSemver(valu) if subs is\",\n \"of the registry key, if the value is a string.',\",\n \"operates the given domain.', }), )), ('it:network', {}, ( ('name',\",\n \"'The specific file containing code that bound the listening port.\",\n \"where the file was deleted.', }), ('path:dir', ('file:path', {}), {\",\n \"that created the named pipe. Typically the same host referenced\",\n \"('path:base', ('file:base', {}), { 'ro': True, 'doc': 'The final component\",\n \"process executing code that created the new file.', }), ('host',\",\n \"('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A\",\n \"('islib', ('bool', {}), { 'doc': 'Set to True if the\",\n \")), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"ATT&CK technique.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {\",\n \"key.', }), ('it:app:yara:rule', ('guid', {}), { 'doc': 'A YARA rule\",\n \"{}), { 'doc': 'The signature that the file triggered on.'\",\n \"value is binary data.', }), )), ('it:prod:soft', {}, ( ('name',\",\n \"('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process\",\n \"{ 'doc': 'A free-form description of the signature.', 'disp': {'hint':\",\n \"SHA256 hash of the memory map. Bytes may optionally be\",\n \"software product which is present on a given host.', }),\",\n \"hash.', }), )), ('it:cmd', {}, ()), ('it:exec:proc', {}, ( ('host',\",\n \"to the registry. Typically the same host referenced in :proc,\",\n \"'debug'), (20, 'info'), (30, 'notice'), (40, 'warning'), (50, 'err'), (60,\",\n \"the function.', }), )), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}),\",\n \"pipe created by a process at runtime.', }), ('it:exec:url', ('guid',\",\n \"True, 'doc': 'The guid matching the function.'}), ('file', ('file:bytes', {}),\",\n \"produced the hit.'}), ('version', ('it:semver', {}), { 'doc': 'The version\",\n \"get version information for. Notes: This first attempts to parse\",\n \"the CPE 2.3 string.'}), ('target_hw', ('str', {'lower': True, 'strip': True}),\",\n \"('bool', {}), { 'doc': 'Set to false to indicate an\",\n \"'doc': 'The app software which listens for the android intent.'}),\",\n \"except asyncio.CancelledError: # pragma: no cover raise except Exception: logger.exception('Failed\",\n \"'doc': 'Used to map an ATT&CK group to a synapse\",\n \"{}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {},\",\n \"True, 'doc': 'The \\\"target_sw\\\" field from the CPE 2.3 string.'}),\",\n \"YARA engine matched the process to the rule.'}), ('version', ('it:semver',\",\n \"field.', 'ex': 'Buffer Copy without Checking Size of Input (Classic\",\n \"where the memory was mapped.', }), ('va', ('int', {}), {\",\n \"True, 'doc': 'The file that matched the YARA rule.'}), ('version',\",\n \"{ 'doc': 'The host where the logon originated.', }), ('client:ipv4',\",\n \"if the mmap is mapped with write permissions.', }), ('perms:execute',\",\n \"/ modified the existing file.', }), ('host', ('it:host', {}), {\",\n \"client during the URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), {\",\n \"code that created the new file. May or may not\",\n \"{ 'doc': 'Set to false to indicate an unsuccessful logon\",\n \"{}), { 'doc': 'Additional contact information associated with this account.',\",\n \"array of URLs that document the ATT&CK group.', }), ('techniques',\",\n \"created.', }), ('deleted', ('time', {}), { 'doc': 'The time the\",\n \"value of the registry key, if the value is binary\",\n \"{}), { 'doc': 'The process which created the process.' }),\",\n \"rule that matched the file.'}), ('flow', ('inet:flow', {}), { 'doc':\",\n \"pipe was created.', }), ('name', ('it:dev:pipe', {}), { 'doc': 'The\",\n \"{}), { 'doc': 'An instance of a YARA rule match\",\n \"filesystem.', }), ('it:exec:file:write', ('guid', {}), { 'doc': 'An instance of\",\n \"('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"'A NIST CPE 2.3 Formatted String', }), ), 'types': (\",\n \"('passwd', ('inet:passwd', {}), { 'doc': 'The (optional) clear text password\",\n \"to get version information for. Notes: This first attempts to\",\n \"the process.', }), ('src:exe', ('file:path', {}), { 'doc': 'The path\",\n \"{}), { 'doc': 'The owner of the file.', }), ('group',\",\n \"integer constant.', }), ('it:dev:regkey', ('str', {}), { 'doc': 'A Windows\",\n \"'The host containing the file.', }), ('path', ('file:path', {}), {\",\n \"{}), { 'doc': 'The time the memory map was deleted.',\",\n \"'The software which distributes the file.'}), ('file', ('file:bytes', {}), {'ro':\",\n \"path (parsed from :path).', }), ('file', ('file:bytes', {}), { 'doc':\",\n \")), ('it:mitre:attack:mitigation', {}, ( # TODO map to an eventual\",\n \"a host. May be an actual (e.g., endpoint) or virtual\",\n \"= node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node, oldv):\",\n \"present.'}), ('time', ('time', {}), { 'doc': 'The time the file\",\n \"if valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a\",\n \"('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip': True}), { 'doc': 'The\",\n \"of a host binding a listening port.', }), ('it:fs:file', ('guid',\",\n \"self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu = valu.strip() if\",\n \"{ 'doc': 'The file that triggered the signature hit.', }),\",\n \"was created.', }), )), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"''' try: valu, info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return\",\n \"()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()),\",\n \"alternate names for the ATT&CK group.', }), ('desc', ('str', {}),\",\n \"that triggered the signature hit.', }), ('sig', ('it:av:sig', {}), {\",\n \"the account logged in to.', }), ('account', ('it:account', {}), {\",\n \"('released', ('time', {}), { 'doc': 'Timestamp for when this version\",\n \"'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An array\",\n \"('guid', {}), { 'doc': 'A GUID that represents a logical\",\n \"'doc': 'A process executing on a host. May be an\",\n \"{ 'ro': True, 'doc': 'The \\\"sw_edition\\\" field from the CPE\",\n \"'The \\\"sw_edition\\\" field from the CPE 2.3 string.'}), ('target_sw', ('str',\",\n \"string representing a mutex.', }), ('it:dev:int', ('int', {}), { 'doc':\",\n \"--dostuff bar', }), ('it:exec:mutex', ('guid', {}), { 'doc': 'A mutex\",\n \"( ('software', ('it:prod:soft', {}), { 'doc': 'Used to map an\",\n \"), }), ), 'forms': ( ('it:hostname', {}, ()), ('it:host', {},\",\n \"'doc': 'The process which contains the thread.', }), ('created', ('time',\",\n \"('inet:url', {}), { 'doc': 'A URL linking this CVE to\",\n \"('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The parent directory\",\n \"from the CPE 2.3 string.'}), ('target_sw', ('str', {'lower': True, 'strip':\",\n \")), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"('sig', ('it:av:sig', {}), { 'ro': True, 'doc': 'The signature that\",\n \"'The name of a host or system.', }), ('it:host', ('guid',\",\n \"for integer comparison purposes, as we cannot map an arbitrary\",\n \"{ 'doc': 'Other function calls within the scope of the\",\n \"'deprecated': True, 'doc': 'Web account of the software author.', }),\",\n \"('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The\",\n \"{'strip': True, 'lower': True}), { 'doc': 'The name of a\",\n \"time the URL was requested.', }), ('url', ('inet:url', {}), {\",\n \"file containing code that deleted data from the registry. May\",\n \"{}), { 'ro': True, 'doc': 'The file that triggered the\",\n \"by the group.', }), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True,\",\n \"normalizes a version string into an integer to allow version\",\n \"('name', ('str', {}), { 'doc': 'The name of the function.'}),\",\n \"of the file.'}), )), ('it:hostsoft', {}, ( ('host', ('it:host', {}),\",\n \"during the URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), { 'doc':\",\n \"( ('rule', ('it:app:yara:rule', {}), { 'doc': 'The YARA rule that\",\n \"this technique.', }), )), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}),\",\n \"signature hit.', }), ('sig', ('it:av:sig', {}), { 'doc': 'The signature\",\n \"'doc': 'The current version of the rule.'}), ('enabled', ('bool', {}),\",\n \"negative integer as a semver.') if valu > s_version.mask60: raise\",\n \"support for parsing a semantic version string into its component\",\n \"field from the CPE 2.3 string.'}), ('language', ('str', {'lower': True,\",\n \"{}), { 'doc': 'The file representing the value of the\",\n \"subs = { 'part': parts[2], 'vendor': parts[3], 'product': parts[4], 'version':\",\n \"of the CVE vulnerability.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',\",\n \"('file:bytes', {}), { 'doc': 'The file on the host.', }),\",\n \"('file:bytes', {}), { 'doc': 'The specific file containing code that\",\n \"return valu, {'subs': subs} def repr(self, valu): major, minor, patch\",\n \"{ 'doc': 'The specific file containing code that requested the\",\n \"host or network.' }), ('it:logon', ('guid', {}), { 'doc': 'A\",\n \"the ATT&CK group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True,\",\n \"a host deleting a registry key.', }), ('it:app:yara:rule', ('guid', {}),\",\n \"'The \\\"other\\\" field from the CPE 2.3 string.'}), )), ('it:sec:cwe',\",\n \"class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2)\",\n \"string.'}), ('version', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"'1001', }), ('posix:gid', ('int', {}), { 'doc': 'The primary group\",\n \"('file', ('file:bytes', {}), { 'doc': 'The file that was modified.',\",\n \")), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc':\",\n \"{ 'doc': 'A Windows registry key/value pair.', }), ('it:prod:soft', ('guid',\",\n \"is disregarded for integer comparison purposes, as we cannot map\",\n \"the library.'}), ('lib', ('it:prod:softver', {}), {'ro': True, 'doc': 'The library\",\n \"string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}), { 'doc': 'A Microsoft Windows\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"target_sw\\\"\",\n \"'Software architecture.', }), ('released', ('time', {}), { 'doc': 'Timestamp for\",\n \"apply to this software version.', }), ('vers', ('it:dev:str', {}), {\",\n \"is listened for by the app.'}), )), ('it:os:android:ibroadcast', {}, (\",\n \"{ 'doc': 'A software version contains a library software version.'}),\",\n \"'doc': 'The signature name.' }), ('desc', ('str', {}), { 'doc':\",\n \"valu = s_version.packVersion(major, minor, patch) subs = {'major': major, 'minor':\",\n \"}), ('atime', ('time', {}), { 'doc': 'The file access time.',\",\n \"that was modified.', }), )), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc',\",\n \"'The user ID of the account.', 'ex': '1001', }), ('posix:gid',\",\n \"to imported library functions within the scope of the function.',\",\n \"https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part : vendor : product :\",\n \"('hash:lm', {}), { 'doc': 'The LM password hash value.', }),\",\n \"description of the domain.', }), ('org', ('ou:org', {}), { 'doc':\",\n \"{ 'doc': 'Software architecture.', }), ('released', ('time', {}), { 'doc':\",\n \"file that was deleted.', }), )), ('it:exec:file:read', {}, ( ('proc',\",\n \"that represents a logical network.' }), ('it:domain', ('guid', {}), {\",\n \"('user', ('inet:user', {}), { 'doc': 'The owner of the file.',\",\n \"brief description of the group.', }), ('host', ('it:host', {}), {\",\n \"'strip': True}), { 'doc': 'An advertising identification string.'}), ('it:os:windows:sid', ('str',\",\n \"}), ('duration', ('duration', {}), { 'doc': 'The duration of the\",\n \"{}), {'ro': True, 'doc': 'The android intent which is listened\",\n \"('enabled', ('bool', {}), { 'doc': 'The rule enabled status to\",\n \"file was read.', }), ('path', ('file:path', {}), { 'doc': 'The\",\n \"'Set to false to indicate an unsuccessful logon attempt.', }),\",\n \"IPv4 address of the flow that caused the hit.'}), ('src:ipv6',\",\n \"{}), { 'doc': 'The synapse tag used to annotate nodes\",\n \"'doc': 'The group owner of the file.', }), )), ('it:exec:file:add',\",\n \"this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url',\",\n \"port of the flow that caused the hit.'}), ('time', ('time',\",\n \"'A URL linking this CWE to a full description.', }),\",\n \"known ipv4 address for the host.' }), ('latlong', ('geo:latlong', {}),\",\n \"inet:flow that matched the snort rule.'}), ('src', ('inet:addr', {}), {\",\n \"by the software.'}), ('path', ('file:path', {}), { 'doc': 'The default\",\n \"normed valu prop = node.get('vers') if not prop: return await\",\n \"{}), { 'doc': 'The rule enabled status to be used\",\n \"file was deleted.', }), ('path:dir', ('file:path', {}), { 'ro': True,\",\n \"'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as designated by a\",\n \"String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part : vendor : product\",\n \"caused the hit.'}), ('sensor', ('it:host', {}), { 'doc': 'The sensor\",\n \"= N/A ''' def __init__(self, modl, name, info, opts): opts['lower']\",\n \"('it:prod:softver', {}), {'ro': True, 'doc': 'The library software version.'}), )),\",\n \"that the file triggered on.' }), ('sig:name', ('str', {'lower': True}),\",\n \"be compatible with the given os software version.'}), ('it:hostsoft', ('comp',\",\n \"('file', ('file:bytes', {}), { 'doc': 'The file that was created.',\",\n \"{ 'doc': 'A list of CVEs that apply to this\",\n \"'doc': 'An instance of a YARA rule match to a\",\n \"('software:name', ('str', {'lower': True, 'strip': True}), { 'doc': 'The name\",\n \"the namespace of an antivirus engine name.' }), ('it:av:filehit', ('comp',\",\n \"'The time the logon occured.', }), ('success', ('bool', {}), {\",\n \"operates the given host.', }), )), ('it:log:event', {}, ( ('mesg',\",\n \"('client', ('inet:client', {}), { 'doc': 'The address of the client\",\n \"version string into its component parts. This normalizes a version\",\n \"'lower': True}), { 'doc': 'The name of a host or\",\n \"IPv4 address range of this network.', }), ('net6', ('inet:net6', {}),\",\n \"value.', }), ('passwd', ('inet:passwd', {}), { 'doc': 'The (optional) clear\",\n \"bound the listening port. Typically the same host referenced in\",\n \"{}), { 'doc': 'The optional contiguous IPv4 address range of\",\n \"user ID of the account.', 'ex': '1001', }), ('posix:gid', ('int',\",\n \"port.' }), )), ('it:fs:file', {}, ( ('host', ('it:host', {}), {\",\n \"file.', }), ('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An instance of\",\n \"{}), { 'doc': 'An android advertising identification string.'}), ('it:os:android:perm', ('str',\",\n \"executing code that created the new file.', }), ('host', ('it:host',\",\n \"'The authentication domain where the group is registered.', }), ('groups',\",\n \"'The parent directory of the file path (parsed from :path).',\",\n \"'doc': 'An instance of a host reading a file from\",\n \"was requested.', }), ('client', ('inet:client', {}), { 'doc': 'The address\",\n \"'An instance of a host deleting a registry key.', }),\",\n \"it:semver normalization before attempting to extract version parts out of\",\n \"the given os software version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'),\",\n \"function.', }), ('strings', ('array', {'type': 'it:dev:str', 'uniq': True}), { 'doc':\",\n \"'patch': patch} return valu, {'subs': subs} def repr(self, valu): major,\",\n \"{'lower': True}), { 'doc': 'Normalized version of the version string.',\",\n \"}), ('int', ('it:dev:int', {}), { 'doc': 'The value of the\",\n \"URL.', }), ('it:exec:bind', ('guid', {}), { 'doc': 'An instance of\",\n \"account is registered.', }), ('domain', ('it:domain', {}), { 'doc': 'The\",\n \"group on a host or network.' }), ('it:logon', ('guid', {}),\",\n \"domain.' }), ('it:account', ('guid', {}), { 'doc': 'A GUID that\",\n \"CVE vulnerability.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {\",\n \"number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc':\",\n \"\\\"version\\\" field from the CPE 2.3 string.'}), ('update', ('str', {'lower':\",\n \"valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after stripping whitespace')\",\n \"'Notes concerning the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc':\",\n \"a file to a filesystem.', }), ('it:exec:file:del', ('guid', {}), {\",\n \"{}), { 'deprecated': True, 'doc': 'Email address of the sofware\",\n \"}), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK\",\n \"of a host getting a registry key.', }), ('it:exec:reg:set', ('guid',\",\n \"information of the org or person who authored the software.',\",\n \"('name', ('it:dev:pipe', {}), { 'doc': 'The named pipe string.', }),\",\n \"'sorted': True}), { 'doc': 'Observed/variant names for this software.', }),\",\n \"actual or a virtual / notional host.', }), ('exe', ('file:bytes',\",\n \"in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type':\",\n \"('inet:url', {}), { 'doc': 'The URL that was requested.', }),\",\n \"mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True,\",\n \"'doc': 'The main process executing code that read the file.',\",\n \"where the host resides.', }), ('loc', ('loc', {}), { 'doc':\",\n \"}), ('it:logon', ('guid', {}), { 'doc': 'A GUID that represents\",\n \"of the host.', }), ('domain', ('it:domain', {}), { 'doc': 'The\",\n \"semver is the bitwise concatenation of the major, minor and\",\n \"CWE Relationships.' }), )), ('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}),\",\n \"'doc': 'The source IPv6 address of the flow that caused\",\n \"= f'CPE 2.3 string has {len(parts)} parts, expected 13.' raise\",\n \"architecture.', }), ('released', ('time', {}), { 'doc': 'Timestamp for when\",\n \"parsing a semantic version string into its component parts. This\",\n \"file triggered on.' }), ('sig:name', ('str', {'lower': True}), { 'ro':\",\n \"('time', ('time', {}), { 'doc': 'The time that the activity\",\n \"CVE to a full description.', }), ('references', ('array', {'type': 'inet:url',\",\n \"{}), { 'ro': True, 'doc': 'The guid matching the function.'}),\",\n \"represented as integers, with a max width of 20 bits.\",\n \"( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A software version\",\n \"pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node,\",\n \"{ 'doc': 'The duration of the logon session.', }), ('client:host',\",\n \"}), ('net6', ('inet:net6', {}), { 'doc': 'The optional contiguous IPv6\",\n \"where the map was created in the process.', }), ('size',\",\n \"{}), { 'doc': 'The current version of the rule.'}), ('enabled',\",\n \"of a process triggering an alert on a specific antivirus\",\n \"not prop: return await node.set('vers:norm', prop) # Make it:dev:str from\",\n \"string') if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0))\",\n \"'doc': 'The process where the library was loaded.', }), ('va',\",\n \"('it:hostname', {}), { 'doc': 'The name of the host or\",\n \"('array', {'type': 'inet:url', 'uniq': True}), { 'doc': 'An array of\",\n \"2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part : vendor\",\n \"# TODO map to an eventual risk:mitigation ('name', ('str', {'strip':\",\n \"address of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The\",\n \"instance of a snort rule hit.', }), ('it:reveng:function', ('guid', {}),\",\n \"'doc': 'True if the mmap is mapped with read permissions.',\",\n \"'doc': 'The main process executing code that deleted the file.',\",\n \"'ro': True, 'doc': 'The file that triggered the signature hit.',\",\n \"'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre\",\n \"android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc': 'The android\",\n \"{ 'doc': 'The process which contains the thread.', }), ('created',\",\n \"IPv6 address specified to bind().' }), ('server:port', ('inet:port', {}), {\",\n \"}), ('time', ('time', {}), { 'doc': 'The time the URL\",\n \"document the ATT&CK mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq':\",\n \"'doc': 'A description of the ATT&CK mitigation.', 'disp': {'hint': 'text'},\",\n \"True, 'split': ','}), { 'doc': 'An array of ATT&CK tactics\",\n \"'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A software version contains a\",\n \"ATT&CK tactic.', }), ('desc', ('str', {}), { 'doc': 'A description\",\n \"'it:av:sig'))}), { 'doc': 'A file that triggered an alert on\",\n \"part = '' parts = [] genr = iter(text) try:\",\n \"not be the same :exe specified in :proc, if present.',\",\n \"True, 'sorted': True}), { 'doc': 'Observed/variant names for this software.',\",\n \"except s_exc.BadTypeValu: # Try doing version part extraction by noming\",\n \"first attempts to parse strings using the it:semver normalization before\",\n \"account.', 'ex': '1001', }), ('posix:gecos', ('int', {}), { 'doc': 'The\",\n \"{}), { 'doc': 'The host running the process that wrote\",\n \"'doc': 'The thread which created this thread.', }), )), ('it:exec:loadlib',\",\n \"than 1152921504606846975 as a semver.') major, minor, patch = s_version.unpackVersion(valu)\",\n \"'The file that matched the YARA rule.'}), ('version', ('it:semver', {}),\",\n \"clear text password for this password hash.', }), )), ('it:cmd',\",\n \"}), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK\",\n \"'The time the memory map was created.', }), ('deleted', ('time',\",\n \"an arbitrary pre-release version into a integer value Major, minor\",\n \"}), )), ('it:cmd', {}, ()), ('it:exec:proc', {}, ( ('host', ('it:host',\",\n \"{ 'doc': 'The path to the executable which started the\",\n \"{ 'doc': 'An array of ATT&CK software IDs used by\",\n \"{ 'ro': True, 'doc': 'URL available on the host.', }),\",\n \"{ 'ro': True, 'doc': 'The \\\"target_sw\\\" field from the CPE\",\n \"{ 'doc': 'The optional contiguous IPv4 address range of this\",\n \"{ 'doc': 'Normalized version of the version string.', }), ('arch',\",\n \"('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}),\",\n \"be considered the \\\"main\\\" executable for DLLs loaded by that\",\n \"command-line string.', 'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid', {}),\",\n \"function.'}), ('rank', ('int', {}), { 'doc': 'The function rank score\",\n \"2.3 string.'}), ('update', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"subs.get('patch', 0)) return valu, subs async def _onFormItDevStr(self, node): await\",\n \"the password hash.', }), ('hash:md5', ('hash:md5', {}), { 'doc': 'The\",\n \"specific version of a software product.'}), ('it:prod:softfile', ('comp', {'fields': (\",\n \"( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software version\",\n \"version of the rule.'}), ('enabled', ('bool', {}), { 'doc': 'The\",\n \"was read.', }), )), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"{}), { 'doc': 'The host running the process that read\",\n \"'doc': 'A version of a software product which is present\",\n \"{}), { 'doc': 'The time the process exited.', }), ('exitcode',\",\n \"ID of the account.', 'ex': '1001', }), ('posix:gid', ('int', {}),\",\n \"{ 'doc': 'The size of the memory map in bytes.',\",\n \"parts = self._splitCpe23(text) if len(parts) != 13: mesg = f'CPE\",\n \"('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted': True, 'split': ','}),\",\n \"process that matched the YARA rule.'}), ('time', ('time', {}), {\",\n \"{ 'deprecated': True, 'doc': 'A reference to a string inside\",\n \"minor and patch levels are represented as integers, with a\",\n \"('guid', {}), { 'doc': 'An instance of a host writing\",\n \"('perms:read', ('bool', {}), { 'doc': 'True if the mmap is\",\n \"(('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A file that triggered\",\n \"mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),\",\n \"('logoff:time', ('time', {}), { 'doc': 'The time the logon session\",\n \"to.', }), ('account', ('it:account', {}), { 'doc': 'The account that\",\n \"description of the network.', }), ('org', ('ou:org', {}), { 'doc':\",\n \"}), ('url', ('inet:url', {}), { 'doc': 'A reference URL for\",\n \"('src:port', ('inet:port', {}), { 'doc': 'The source port of the\",\n \"to annotate nodes included in this ATT&CK technique.', 'ex': 'cno.mitre.t0100',\",\n \"('time', {}), { 'doc': 'The time that the AV engine\",\n \"signature.' }), )), ('it:auth:passwdhash', {}, ( ('salt', ('hex', {}), {\",\n \"}), ('author:email', ('inet:email', {}), { 'deprecated': True, 'doc': 'Email address\",\n \"code that created the new file.', }), ('host', ('it:host', {}),\",\n \"def repr(self, valu): major, minor, patch = s_version.unpackVersion(valu) valu =\",\n \"{ 'doc': 'A url hosted on or served by a\",\n \"specifying this software version', }), ('cves', ('array', {'type': 'it:sec:cve', 'uniq':\",\n \"('file:bytes', {}), { 'ro': True, 'doc': 'The file that triggered\",\n \"{ 'doc': 'An instance of a snort rule hit.', }),\",\n \"'doc': 'The software which can run on the operating system.'}),\",\n \"tactic.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag\",\n \"{}), { 'doc': 'The user name of the process owner.',\",\n \"specified in :proc, if present.'}), ('time', ('time', {}), { 'doc':\",\n \"}), )), ('it:auth:passwdhash', {}, ( ('salt', ('hex', {}), { 'doc':\",\n \"''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part\",\n \"address of the client during the URL retrieval.' }), ('client:ipv4',\",\n \"}), ('status', ('it:mitre:attack:status', {}), { 'doc': 'The status of this\",\n \"by the app.'}), )), ('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}),\",\n \"'doc': 'The time the memory map was deleted.', }), ('path',\",\n \"path to the executable which started the process.', }), ('src:proc',\",\n \"Bytes may optionally be present in the axon.', }), )),\",\n \"node.', }), ('os', ('it:prod:softver', {}), { 'doc': 'The operating system\",\n \"the signature hit.', }), ('sig', ('it:av:sig', {}), { 'doc': 'The\",\n \"('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK element\",\n \"{}), { 'doc': 'The host thread which caused the activity.'}),\",\n \"range of this network.', }), ('net6', ('inet:net6', {}), { 'doc':\",\n \")), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc':\",\n \"of the process owner.', }), ('path', ('file:path', {}), { 'doc':\",\n \"software.', }), ('url', ('inet:url', {}), { 'doc': 'URL relevant for\",\n \"caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The source\",\n \"'doc': 'The host running the process that created the new\",\n \"('it:dev:regkey', {}), { 'doc': 'The Windows registry key.', }), ('str',\",\n \"on the operating system.'}), ('os', ('it:prod:softver', {}), {'ro': True, 'doc':\",\n \"'The specific file containing code that deleted the file. May\",\n \"'The file access time.', }), ('user', ('inet:user', {}), { 'doc':\",\n \"memory mapped segment located in a process.', }), ('it:cmd', ('str',\",\n \"'doc': 'The main process executing code that wrote to the\",\n \"by noming through the string subs = s_version.parseVersionParts(valu) if subs\",\n \"'doc': 'The operating system which the software can run on.'}),\",\n \"'doc': 'URL where a specific version of the software is\",\n \"registry key.', }), ('it:exec:reg:del', ('guid', {}), { 'doc': 'An instance\",\n \"which caused the activity.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"the process owner.', }), ('path', ('file:path', {}), { 'doc': 'The\",\n \"in the process.', }), ('loaded', ('time', {}), { 'doc': 'The\",\n \"where the logon originated.', }), )), ('it:hosturl', {}, ( ('host',\",\n \"def _normPyInt(self, valu): if valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name,\",\n \"Prerelease information is disregarded for integer comparison purposes, as we\",\n \"an alert on a specific antivirus signature.' }), ('it:auth:passwdhash', ('guid',\",\n \"'The operating system of the host.' }), ('manu', ('str', {}),\",\n \"value that was written to.', }), )), ('it:exec:reg:del', {}, (\",\n \"app.'}), )), ('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}), { 'doc':\",\n \"record of the log event.', }), )), ('it:domain', {}, (\",\n \"('vendor', ('ou:name', {}), { 'ro': True, 'doc': 'The \\\"vendor\\\" field\",\n \"the library was loaded in the process.', }), ('loaded', ('time',\",\n \"('inet:port', {}), { 'doc': 'The destination port of the flow\",\n \"'A SHA256 hash of the memory map. Bytes may optionally\",\n \"{'lower': True}), { 'doc': 'A short description of the software.',\",\n \"}), ('perms:execute', ('bool', {}), { 'doc': 'True if the mmap\",\n \"URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6\",\n \"{ 'doc': 'A description of the ATT&CK software.', 'disp': {'hint':\",\n \"not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string is expected to\",\n \"('names', ('array', {'type': 'str', 'uniq': True, 'sorted': True}), { 'doc':\",\n \"cannot map an arbitrary pre-release version into a integer value\",\n \"True}), { 'doc': 'The primary name for the ATT&CK technique.',\",\n \"('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Group ID.',\",\n \"{ 'doc': 'The manufacturer of the host.', }), ('model', ('str',\",\n \"{ 'doc': 'The MD5 password hash value.', }), ('hash:sha1', ('hash:sha1',\",\n \"'doc': 'The time the port was bound.', }), ('server', ('inet:server',\",\n \"host.', }), )), ('it:log:event', {}, ( ('mesg', ('str', {}), {\",\n \"rule that matched the file.'}), ('file', ('file:bytes', {}), { 'ro':\",\n \"mmap is a mapped view of a file.', }), ('hash:sha256',\",\n \"rule that matched the file.'}), ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"the host.', }), ('org', ('ou:org', {}), { 'doc': 'The org\",\n \"{ 'doc': 'Version patch number.', }), ('semver:pre', ('str', {}), {\",\n \"to the POSIX account's home directory.\\\", 'ex': '/home/visi', }), ('posix:shell',\",\n \"{}), { 'doc': 'The address of the client during the\",\n \"Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part : vendor :\",\n \"component of the file path (parsed from :path).', }), ('file',\",\n \"('proc', ('it:exec:proc', {}), { 'doc': 'The main process executing code\",\n \"'doc': 'The time the logon session ended.', }), ('host', ('it:host',\",\n \"the CPE 2.3 string.'}), ('version', ('str', {'lower': True, 'strip': True}),\",\n \"{'ro': True, 'doc': 'The android intent which is listened for\",\n \"( ('software', ('it:prod:soft', {}), { 'doc': 'Software associated with this\",\n \"linking this CVE to a full description.', }), ('references', ('array',\",\n \"group owner of the file.', }), )), ('it:exec:file:add', {}, (\",\n \"{ 'doc': 'The serial number of the host.', }), ('operator',\",\n \"software.'}), ('softver', ('it:prod:softver', {}), {'ro': True, 'doc': 'Software on the\",\n \"the file.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The process that\",\n \"'ro': True, 'doc': 'The \\\"target_hw\\\" field from the CPE 2.3\",\n \"text.', 'disp': {'hint': 'text'}, }), ('name', ('str', {}), { 'doc':\",\n \"v in subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma:\",\n \"'it:dev:str', 'uniq': True, 'sorted': True}), { 'doc': 'Observed/variant names for\",\n \"'it:host'), ('url', 'inet:url'))}), { 'doc': 'A url hosted on or\",\n \"ID of the account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}),\",\n \"the registry.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"('groups', ('array', {'type': 'it:group'}), { 'doc': 'Groups that are a\",\n \"for DLLs loaded by that program.', }), ('cmd', ('it:cmd', {}),\",\n \"matched the file.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The process\",\n \"enabled status to be used for YARA evaluation engines.'}), )),\",\n \"name.' }), ('desc', ('str', {}), { 'doc': 'A free-form description\",\n \"to an eventual risk:mitigation ('name', ('str', {'strip': True}), { 'doc':\",\n \"}), ('name', ('str', {}), { 'doc': 'The name of the\",\n \"group.', }), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True,\",\n \"is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt)\",\n \"max width of 20 bits. The comparable integer value representing\",\n \"the thread.', }), ('src:thread', ('it:exec:thread', {}), { 'doc': 'The thread\",\n \"( ('user', ('inet:user', {}), { 'doc': 'The username associated with\",\n \"( ('host', ('it:host', {}), { 'doc': 'The host containing the\",\n \"name: await node.set('software:name', name) async def _onPropSoftverArch(self, node, oldv): #\",\n \"{}), { 'doc': 'The file that was created.', }), )),\",\n \"\\\"part\\\" field from the CPE 2.3 string.'}), ('vendor', ('ou:name', {}),\",\n \"('ps:contact', {}), { 'doc': 'The operator of the host.', }),\",\n \"{}), { 'doc': 'Version minor number.', }), ('semver:patch', ('int', {}),\",\n \"used to annotate nodes included in this ATT&CK technique.', 'ex':\",\n \"(80, 'emerg'), ) class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr)\",\n \"('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}), { 'doc': 'Used to\",\n \"process executing code that created the mutex.', }), ('host', ('it:host',\",\n \"requested the URL. May or may not be the same\",\n \"{'enums': loglevels}), { 'doc': 'A log level integer that increases\",\n \"the hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The source IPv6\",\n \"the URL was requested.', }), ('url', ('inet:url', {}), { 'doc':\",\n \"'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A\",\n \"(30, 'notice'), (40, 'warning'), (50, 'err'), (60, 'crit'), (70, 'alert'),\",\n \"{ 'doc': 'The most recent version of the rule evaluated\",\n \"('sensor', ('it:host', {}), { 'doc': 'The sensor host node that\",\n \"URLs that document the ATT&CK group.', }), ('techniques', ('array', {'type':\",\n \"{ 'doc': 'The Microsoft Windows Security Identifier of the group.',\",\n \"runtime.', }), ('it:exec:url', ('guid', {}), { 'doc': 'An instance of\",\n \"if the software is an operating system.'}), ('islib', ('bool', {}),\",\n \")), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}), { 'doc': 'The\",\n \"listened for by the app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app',\",\n \"}), ('it:reveng:function', ('guid', {}), { 'doc': 'A function inside an\",\n \"{'ro': True, 'doc': 'The android permission requested by the app.'}),\",\n \"'The path where the file was written to/modified.', }), ('path:dir',\",\n \"{ 'doc': 'The time the mutex was created.', }), ('name',\",\n \"}), ('model', ('str', {}), { 'doc': 'The product model of\",\n \"app.'}), )), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True,\",\n \"'doc': 'The specific file containing code that wrote to the\",\n \"'doc': 'The geo-political location string for the node.', }), ('os',\",\n \"{}), { 'doc': 'The size of the memory map in\",\n \"}), ('perms:write', ('bool', {}), { 'doc': 'True if the mmap\",\n \"process, including any command line parameters.', 'disp': {'hint': 'text'}, }),\",\n \"address range of this network.', }), )), ('it:account', {}, (\",\n \"','}), { 'doc': 'An array of ATT&CK technique IDs used\",\n \"ended.', }), ('host', ('it:host', {}), { 'doc': 'The host that\",\n \"representing a named pipe.', }), ('it:dev:mutex', ('str', {}), { 'doc':\",\n \"system.'}), ('os', ('it:prod:softver', {}), {'ro': True, 'doc': 'The operating system\",\n \"{}, ()), ('it:exec:proc', {}, ( ('host', ('it:host', {}), { 'doc':\",\n \"def __init__(self, modl, name, info, opts): opts['lower'] = True s_types.Str.__init__(self,\",\n \"True, 'doc': 'The \\\"version\\\" field from the CPE 2.3 string.'}),\",\n \"process.' }), ('killedby', ('it:exec:proc', {}), { 'doc': 'The process which\",\n \"s_version.packVersion(major, minor, patch) subs = {'major': major, 'minor': minor, 'patch':\",\n \"instance.', }), ('vers:norm', ('str', {'lower': True}), { 'doc': 'Normalized version\",\n \"{ 'doc': 'True if the mmap is mapped with write\",\n \"'str'))}), { 'deprecated': True, 'doc': 'A reference to a string\",\n \"description of the software.', 'disp': {'hint': 'text'}, }), ('desc:short', ('str',\",\n \"was loaded.', }), ('va', ('int', {}), { 'doc': 'The base\",\n \"source port of the flow that caused the hit.'}), ('dst',\",\n \"{}), { 'doc': 'The IPv6 address specified to bind().' }),\",\n \"( ('it:hostname', ('str', {'strip': True, 'lower': True}), { 'doc': 'The\",\n \"{}, ( ('salt', ('hex', {}), { 'doc': 'The (optional) hex\",\n \"'doc': 'The signature that the file triggered on.' }), ('time',\",\n \"'A snort rule unique identifier.', }), ('it:app:snort:hit', ('guid', {}), {\",\n \"'doc': 'Software associated with this version instance.', }), ('software:name', ('str',\",\n \"strings referenced within the function.', }), )), ('it:reveng:filefunc', {}, (\",\n \"'A Mitre ATT&CK Software ID.', 'ex': 'S0154', }), ('it:dev:str', ('str',\",\n \"of the file.', }), )), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc',\",\n \"file that triggered an alert on a specific antivirus signature.',\",\n \"('it:mitre:attack:status', {}), { 'doc': 'The status of this ATT&CK technique.',\",\n \"android app which requests the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro':\",\n \"}), ('passwd', ('inet:passwd', {}), { 'doc': 'The (optional) clear text\",\n \"'sorted': True}), { 'doc': 'A list of CVEs that apply\",\n \"{}), { 'doc': 'The time the file was deleted.', }),\",\n \"where the group is registered.', }), ('domain', ('it:domain', {}), {\",\n \"{ 'doc': 'The client port during the URL retrieval..' }),\",\n \"the AV engine detected the signature.' }), )), ('it:auth:passwdhash', {},\",\n \"software author.', }), ('author:email', ('inet:email', {}), { 'deprecated': True, 'doc':\",\n \"the account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc':\",\n \"N/A ''' def __init__(self, modl, name, info, opts): opts['lower'] =\",\n \"'doc': 'A GUID that represents an account on a host\",\n \"{}), { 'doc': 'The contact information of the org or\",\n \"'doc': 'The file that triggered the signature hit.', }), ('sig',\",\n \"a registry key.', }), ('it:exec:reg:del', ('guid', {}), { 'doc': 'An\",\n \"integers, with a max width of 20 bits. The comparable\",\n \"which contains the thread.', }), ('created', ('time', {}), { 'doc':\",\n \"'doc': 'The IPv4 where the logon originated.', }), ('client:ipv6', ('inet:ipv6',\",\n \"( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The given software\",\n \"host running the process that wrote to the registry. Typically\",\n \"= valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text\",\n \"retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 of\",\n \"{ 'doc': 'An instance of a host deleting a file\",\n \"('proc', ('it:exec:proc', {}), { 'doc': 'The process which contains the\",\n \"info, opts): opts['lower'] = True s_types.Str.__init__(self, modl, name, info, opts)\",\n \"('time', {}), { 'doc': 'The time the port was bound.',\",\n \"unique identifier.', }), ('it:app:snort:hit', ('guid', {}), { 'doc': 'An instance\",\n \"memory address where the map was created in the process.',\",\n \"'CPE 2.3 string is expected to start with \\\"cpe:2.3:\\\"' raise\",\n \"('str', {}), { 'doc': 'A free-form description of the CVE\",\n \"('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}), {\",\n \"the ATT&CK software.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),\",\n \"'The file considered the \\\"main\\\" executable for the process. For\",\n \"to.', }), )), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"'doc': 'An instance of a password hash.', }), ('it:exec:proc', ('guid',\",\n \"if possible prop = node.get('software') if prop: opts = {'vars':\",\n \"or bruteforce parts try: valu, subs = self.bruteVersionStr(prop) await node.set('semver',\",\n \"{}), { 'doc': 'Set to false to indicate an unsuccessful\",\n \"to evaluate if it exhibits interesting behavior.'}), ('complexity', ('int', {}),\",\n \"the URL.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted\",\n \"the file name (parsed from :path).', }), ('path:base', ('file:base', {}),\",\n \"'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {\",\n \"{'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A URL\",\n \"to map an ATT&CK group to a synapse ou:org.', }),\",\n \"ID.', 'ex': 'S0154', }), ('it:dev:str', ('str', {}), { 'doc': 'A\",\n \"library file that was loaded.', }), )), ('it:exec:mmap', {}, (\",\n \"0)) return valu, subs async def _onFormItDevStr(self, node): await node.set('norm',\",\n \"target_sw : target_hw : other * = \\\"any\\\" - =\",\n \"await node.set('vers:norm', prop) # Make it:dev:str from version str await\",\n \"('it:host', {}), { 'doc': 'The host containing the file.', }),\",\n \"the software was released.', }), ('semver', ('it:semver', {}), { 'doc':\",\n \"techniques used by the software.', }), )), ('it:mitre:attack:mitigation', {}, (\",\n \"('it:dev:str', ('str', {}), { 'doc': 'A developer-selected string.' }), ('it:dev:pipe',\",\n \"('file', ('file:bytes', {}), { 'doc': 'The file that was deleted.',\",\n \"file is distributed by a specific software version.'}), ('it:prod:softlib', ('comp',\",\n \"if c == '\\\\\\\\': c += next(genr) if c ==\",\n \"that documents the ATT&CK mitigation.', }), ('tag', ('syn:tag', {}), {\",\n \"True, 'doc': 'The library software version.'}), )), ('it:prod:softfile', {}, (\",\n \"'The virtual address of the first codeblock of the function.'}),\",\n \"if name: await node.set('software:name', name) async def _onPropSoftverArch(self, node, oldv):\",\n \"{ 'doc': 'The last known location for the host.' }),\",\n \"at a particular version.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq':\",\n \"}), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}), {\",\n \"GECOS field for the POSIX account.', }), ('posix:home', ('file:path', {}),\",\n \"{}, ( ('host', ('it:host', {}), {'ro': True, 'doc': 'Host with\",\n \"{}), {'ro': True, 'doc': 'Software on the host.'}) )), ('it:av:sig',\",\n \"'An array of ATT&CK software IDs used by the group.',\",\n \"of the org or person who authored the software.', }),\",\n \"'doc': 'The specific file containing code that read the registry.\",\n \"{ 'doc': 'True if the mmap is mapped with read\",\n \"file.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The file\",\n \"'An instance of a host writing a file to a\",\n \"'doc': 'A GUID that represents an individual logon/logoff event.' }),\",\n \"{ 'doc': 'A GUID that represents a group on a\",\n \"('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}), { 'doc':\",\n \"('hash:sha256', {}), { 'doc': 'The SHA256 password hash value.', }),\",\n \"{}), { 'doc': 'The library file that was loaded.', }),\",\n \"{}, ( ('org', ('ou:org', {}), { 'doc': 'Used to map\",\n \"specific file containing code that read the registry. May or\",\n \"s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative integer as a semver.')\",\n \"SHA1 password hash value.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc':\",\n \"description field.', 'ex': 'Buffer Copy without Checking Size of Input\",\n \"a specific software version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'),\",\n \"True, 'split': ','}), { 'doc': 'An array of ChildOf CWE\",\n \"{ 'doc': 'The default installation path of the file.'}), )),\",\n \"return await node.set('vers:norm', prop) # Make it:dev:str from version str\",\n \"'The base memory address where the library was loaded in\",\n \"the logon originated.', }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The\",\n \"'doc': 'A arbitrary, unversioned software product.', }), ('it:adid', ('str', {'lower':\",\n \"the named pipe was created.', }), ('name', ('it:dev:pipe', {}), {\",\n \"}), ('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An instance of a\",\n \"or network.' }), ('it:group', ('guid', {}), { 'doc': 'A GUID\",\n \"where the file was written to/modified.', }), ('path:dir', ('file:path', {}),\",\n \"of authentication and configuration such as a windows domain.' }),\",\n \"this process.', }), )), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"Security Identifier of the group.', }), )), ('it:logon', {}, (\",\n \"('it:app:snort:rule', {}, ( ('text', ('str', {}), { 'doc': 'The snort\",\n \"process.', }), ('it:app:snort:rule', ('guid', {}), { 'doc': 'A snort rule\",\n \"may not be the same :exe referenced in :proc, if\",\n \"{ 'doc': 'The given software broadcasts the given Android intent.'}),\",\n \"'The time the process exited.', }), ('exitcode', ('int', {}), {\",\n \"org that operates the given host.', }), )), ('it:log:event', {},\",\n \"value.', }), ('hash:lm', ('hash:lm', {}), { 'doc': 'The LM password\",\n \"hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The destination IPv4 address\",\n \"process ID.', }), ('time', ('time', {}), { 'doc': 'The start\",\n \"from the registry. Typically the same host referenced in :proc,\",\n \"created.', }), ('name', ('it:dev:pipe', {}), { 'doc': 'The named pipe\",\n \"( ('desc', ('str', {}), { 'doc': 'A free-form description of\",\n \"registry key.', }), ('it:exec:reg:set', ('guid', {}), { 'doc': 'An instance\",\n \"{ 'doc': 'An array of URLs that document the ATT&CK\",\n \"'The host thread which caused the activity.'}), ('host', ('it:host', {}),\",\n \"prop = node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop) async def\",\n \"'The status of this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}),\",\n \"specifying this software.', }), ('author', ('ps:contact', {}), { 'doc': 'The\",\n \"{ 'doc': 'The last known ipv4 address for the host.'\",\n \"'ex': 'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run', }), ('it:dev:regval', ('guid', {}), { 'doc': 'A Windows\",\n \"('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}), { 'ro': True, 'doc':\",\n \"executable which started the process.', }), ('src:proc', ('it:exec:proc', {}), {\",\n \"'The mutex string.', }), )), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc',\",\n \"('str', {'strip': True}), { 'doc': 'A description of the ATT&CK\",\n \"}), )), ('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}), { 'doc':\",\n \"{ 'doc': 'The time that the AV engine detected the\",\n \"if len(parts) != 13: mesg = f'CPE 2.3 string has\",\n \"hit.'}), ('time', ('time', {}), { 'doc': 'The time of the\",\n \"host.', }), ('ctime', ('time', {}), { 'doc': 'The file creation\",\n \"the process that read the file. Typically the same host\",\n \"'deprecated': True, 'doc': 'A reference to a string inside a\",\n \"of a host deleting a file from a filesystem.', }),\",\n \"('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"'doc': 'An android permission string.'}), ('it:os:android:intent', ('str', {}), { 'doc':\",\n \"'The optional contiguous IPv4 address range of this network.', }),\",\n \"('data', {}), { 'doc': 'A raw JSON record of the\",\n \"('hash:sha256', {}), { 'doc': 'A SHA256 hash of the memory\",\n \"'sorted': True, 'split': ','}), { 'doc': 'An array of techniques\",\n \"'The process which created the process.' }), ('killedby', ('it:exec:proc', {}),\",\n \"{ 'doc': 'A file is distributed by a specific software\",\n \"{}), { 'doc': 'The username associated with the account', }),\",\n \"(optional) hex encoded salt value used to calculate the password\",\n \"started.'}), ), }), ), 'forms': ( ('it:hostname', {}, ()), ('it:host',\",\n \"'doc': 'The time the process exited.', }), ('exitcode', ('int', {}),\",\n \"('str', {'strip': True, 'lower': True}), { 'doc': 'The name of\",\n \"}), ('path', ('file:path', {}), { 'doc': 'The path that the\",\n \"{}), { 'doc': 'Notes concerning the function.'}), ('impcalls', ('array', {'type':\",\n \"('path', ('file:path', {}), { 'doc': 'The default installation path of\",\n \"self.bruteVersionStr(prop) await node.set('semver', valu) for k, v in subs.items(): await\",\n \"'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A\",\n \"def _onPropSoftverVers(self, node, oldv): # Set vers:norm and make it's\",\n \"parts[4], 'version': parts[5], 'update': parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition':\",\n \"'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The given software listens for\",\n \"'doc': 'NIST NVD Common Weaknesses Enumeration Specification', 'ex': 'CWE-120', }),\",\n \"to parse string as a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'),\",\n \"specific file containing code that deleted data from the registry.\",\n \"'doc': 'The (optional) hex encoded salt value used to calculate\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"target_hw\\\"\",\n \"'1001', }), ('posix:gecos', ('int', {}), { 'doc': 'The GECOS field\",\n \"is registered.', }), ('posix:uid', ('int', {}), { 'doc': 'The user\",\n \"'The inet:addr of the server when binding the port.' }),\",\n \"NTLM password hash value.', }), ('passwd', ('inet:passwd', {}), { 'doc':\",\n \"of the flow that caused the hit.'}), ('dst:port', ('inet:port', {}),\",\n \"the semver is the bitwise concatenation of the major, minor\",\n \"s_version.fmtVersion(major, minor, patch) return valu loglevels = ( (10, 'debug'),\",\n \"'doc': 'The host on which the activity occurred.'}), ('time', ('time',\",\n \"string.'}), ('update', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"{'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to imported library functions within\",\n \"{}), { 'doc': 'The main process executing code that requested\",\n \"that read the file.', }), ('host', ('it:host', {}), { 'doc':\",\n \"access time.', }), ('user', ('inet:user', {}), { 'doc': 'The owner\",\n \"}), ('vers:norm', ('str', {'lower': True}), { 'doc': 'Normalized version of\",\n \"}), )), ('it:hosturl', {}, ( ('host', ('it:host', {}), { 'ro':\",\n \"as s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3\",\n \"path that the library was loaded from.', }), ('file', ('file:bytes',\",\n \"the version out of a string. Args: valu (str): String\",\n \"{ 'doc': 'The org that owns/operates the network.', }), ('net4',\",\n \"except Exception: logger.exception('Failed to brute force version string [%s]', prop)\",\n \"}), ('it:auth:passwdhash', ('guid', {}), { 'doc': 'An instance of a\",\n \"('it:domain', {}), { 'doc': 'The authentication domain where the group\",\n \"('time', {}), { 'doc': 'The time the data from the\",\n \"the software.'}), ('softver', ('it:prod:softver', {}), {'ro': True, 'doc': 'Software on\",\n \"'The destination IPv4 address of the flow that caused the\",\n \"'doc': 'The host where the logon originated.', }), ('client:ipv4', ('inet:ipv4',\",\n \"('inet:url', {}), { 'doc': 'URL where a specific version of\",\n \"The system normalized version integer and a subs dictionary. '''\",\n \"of the sofware author.', }), ('author:person', ('ps:person', {}), { 'deprecated':\",\n \"('inet:ipv6', {}), { 'doc': 'The IPv6 of the client during\",\n \"'ro': True, 'doc': 'The signature name.' }), ('desc', ('str', {}),\",\n \"('rule', ('it:app:yara:rule', {}), { 'doc': 'The YARA rule that matched\",\n \"to a file.', }), ('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An\",\n \"'doc': 'A description of the ATT&CK tactic.', 'disp': {'hint': 'text'},\",\n \"'An array of URLs that document the ATT&CK tactic.', }),\",\n \"{ 'deprecated': True, 'doc': 'Organization which authored the software.', }),\",\n \"value Major, minor and patch levels are represented as integers,\",\n \"prop) async def _onPropSoftverVers(self, node, oldv): # Set vers:norm and\",\n \"main process executing code that wrote to / modified the\",\n \"{}), { 'doc': 'The time that the activity started.'}), ),\",\n \"node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node, oldv): # Set vers:norm\",\n \"with the software.'}), ('softver', ('it:prod:softver', {}), {'ro': True, 'doc': 'Software\",\n \"True s_types.Str.__init__(self, modl, name, info, opts) def _splitCpe23(self, text): part\",\n \"{ 'doc': 'A log level integer that increases with severity.',\",\n \"'An array of ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group', {},\",\n \"'The file that triggered the signature hit.', }), ('sig', ('it:av:sig',\",\n \"{ 'doc': 'A free-form description of the host.', }), ('domain',\",\n \"of the account.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc':\",\n \"('hash:md5', {}), { 'doc': 'The MD5 password hash value.', }),\",\n \"minor and patch levels. Prerelease and build information will be\",\n \"CPE 2.3 string.'}), ('language', ('str', {'lower': True, 'strip': True}), {\",\n \"'Semver build string.', }), ('url', ('inet:url', {}), { 'doc': 'URL\",\n \"file was created.', }), ('path', ('file:path', {}), { 'doc': 'The\",\n \"('it:os:android:perm', ('str', {}), { 'doc': 'An android permission string.'}), ('it:os:android:intent',\",\n \"{ 'doc': 'An instance of a process triggering an alert\",\n \"}), ('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 address specified\",\n \"raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force version parts out\",\n \"r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}), { 'doc': 'A Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555',\",\n \"IPv4 of the client during the URL retrieval..' }), ('client:ipv6',\",\n \"for by the app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver',\",\n \"technique on this sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq':\",\n \"a process triggering an alert on a specific antivirus signature.'\",\n \"True, 'sorted': True, 'split': ','}), { 'doc': 'An array of\",\n \"{}), { 'doc': 'The CWE description field.', 'disp': {'hint': 'text'},\",\n \"software is available from.', }), )), ('it:prod:softlib', {}, ( ('soft',\",\n \"'The registry key or value that was read.', }), )),\",\n \"{ 'doc': 'The time the logon session ended.', }), ('host',\",\n \"ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc':\",\n \"('guid', {}), { 'doc': 'An instance of a host requesting\",\n \"('hex', {}), { 'doc': 'The (optional) hex encoded salt value\",\n \"the mmap is a mapped view of a file.', }),\",\n \"valu (str): String to attempt to get version information for.\",\n \"'doc': 'The host running the process that created the named\",\n \"}), ('logoff:time', ('time', {}), { 'doc': 'The time the logon\",\n \"run on.'}), )), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}), {'ro':\",\n \"opts): opts['lower'] = True s_types.Str.__init__(self, modl, name, info, opts) def\",\n \"mapped with write permissions.', }), ('perms:execute', ('bool', {}), { 'doc':\",\n \"'doc': 'The time that the activity started.'}), ), }), ),\",\n \"'The owner of the file.', }), ('group', ('inet:user', {}), {\",\n \"a group on a host or network.' }), ('it:logon', ('guid',\",\n \"of a file.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'A\",\n \"'The operating system which the software can run on.'}), )),\",\n \"in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type':\",\n \"time of match.'}), )), ('it:app:yara:rule', {}, ( ('text', ('str', {}),\",\n \"'The Windows registry key.', }), ('str', ('it:dev:str', {}), { 'doc':\",\n \"'The file that was modified.', }), )), ('it:exec:reg:get', {}, (\",\n \"the first codeblock of the function.'}), ('rank', ('int', {}), {\",\n \"('str', {}), { 'doc': 'The CWE description field.', 'disp': {'hint':\",\n \"}), ('url', ('inet:url', {}), { 'doc': 'URL where a specific\",\n \"('str', {}), { 'ro': True, 'doc': 'The string that the\",\n \"}), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split':\",\n \"'The time the mutex was created.', }), ('name', ('it:dev:mutex', {}),\",\n \"('file:path', {}), { 'doc': 'The path for the file.', }),\",\n \"{}), { 'ro': True, 'doc': 'The file that matched the\",\n \"await node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma: no cover raise\",\n \"YARA rule that matched the file.'}), ('proc', ('it:exec:proc', {}), {\",\n \"('it:cmd', ('str', {'strip': True}), { 'doc': 'A unique command-line string.',\",\n \"2.3 Formatted String', }), ), 'types': ( ('it:hostname', ('str', {'strip':\",\n \"edition : language : sw_edition : target_sw : target_hw :\",\n \"}), )), ('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip': True}), {\",\n \"map. Bytes may optionally be present in the axon.', }),\",\n \"using the it:semver normalization before attempting to extract version parts\",\n \"included in this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array',\",\n \"TODO map to an eventual risk:mitigation ('name', ('str', {'strip': True}),\",\n \"{ 'doc': 'The time the file was written to/modified.', }),\",\n \"'An array of ATT&CK technique IDs used by the group.',\",\n \"( ('it:host:activity', { 'props': ( ('exe', ('file:bytes', {}), { 'doc':\",\n \"group.', }), ('names', ('array', {'type': 'ou:name', 'uniq': True, 'sorted': True}),\",\n \"'doc': 'The NTLM password hash value.', }), ('passwd', ('inet:passwd', {}),\",\n \"}), )), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True,\",\n \"modl = { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc':\",\n \"group.', }), ('desc', ('str', {}), { 'doc': 'A brief description\",\n \"system of the host.' }), ('manu', ('str', {}), { 'doc':\",\n \"POSIX account's home directory.\\\", 'ex': '/home/visi', }), ('posix:shell', ('file:path', {}),\",\n \"URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4\",\n \"CWE description field.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),\",\n \"that represents an account on a host or network.' }),\",\n \"main process executing code that deleted the file.', }), ('host',\",\n \"used to annotate nodes included in this ATT&CK tactic.', 'ex':\",\n \"version of a software product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft',\",\n \"{ 'doc': 'The named pipe string.', }), )), ('it:exec:url', {},\",\n \"'The guid matching the function.'}), ('file', ('file:bytes', {}), { 'ro':\",\n \"('it:exec:file:read', ('guid', {}), { 'doc': 'An instance of a host\",\n \"('host', ('it:host', {}), { 'doc': 'The host running the process\",\n \"'ro': True, 'doc': 'Host serving a url.', }), ('url', ('inet:url',\",\n \"'A Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid',\",\n \"library was loaded.', }), ('va', ('int', {}), { 'doc': 'The\",\n \"('file:path', {}), { 'doc': 'The path to the executable which\",\n \"{ 'doc': 'Notes concerning the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}),\",\n \"'The guid matching the function.'}), ('string', ('str', {}), { 'ro':\",\n \"network.', }), ('net4', ('inet:net4', {}), { 'doc': 'The optional contiguous\",\n \"host.', }), ('it:exec:thread', ('guid', {}), { 'doc': 'A thread executing\",\n \"activity started.'}), ), }), ), 'forms': ( ('it:hostname', {}, ()),\",\n \"node.get('vers') if not prop: return await node.set('vers:norm', prop) # Make\",\n \"parent directory of the file path (parsed from :path).', }),\",\n \"('time', {}), { 'doc': 'The time the registry was read.',\",\n \"('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Software associated\",\n \"'The source IPv6 address of the flow that caused the\",\n \"('server:port', ('inet:port', {}), { 'doc': 'The bound (listening) TCP port.'\",\n \"information is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int,\",\n \"rule hit.', }), ('it:reveng:function', ('guid', {}), { 'doc': 'A function\",\n \"logon originated.', }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6\",\n \"triggered an alert on a specific antivirus signature.', }), ('it:av:prochit',\",\n \"extension of the file name (parsed from :path).', }), ('path:base',\",\n \"('time', {}), { 'doc': 'The file creation time.', }), ('mtime',\",\n \"address of the flow that caused the hit.'}), ('src:port', ('inet:port',\",\n \"13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part': parts[2], 'vendor':\",\n \"'Normalized version of the version string.', }), ('arch', ('it:dev:str', {}),\",\n \"('os', 'it:prod:softver'))}), { 'doc': 'The software version is known to\",\n \"Windows registry key.', }), ('str', ('it:dev:str', {}), { 'doc': 'The\",\n \"on a given host.', }), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'),\",\n \"to/modified.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The\",\n \"the YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current\",\n \"'doc': 'URL available on the host.', }), )), ('it:dev:str', {},\",\n \"('file:path', {}), { 'ro': True, 'doc': 'The parent directory of\",\n \"('str', {}), { 'doc': 'A developer-selected string.' }), ('it:dev:pipe', ('str',\",\n \"account of the software author.', }), ('author:email', ('inet:email', {}), {\",\n \"mutex.', }), ('it:dev:int', ('int', {}), { 'doc': 'A developer selected\",\n \"'The registry key or value that was deleted.', }), )),\",\n \"hit.', }), ('it:reveng:function', ('guid', {}), { 'doc': 'A function inside\",\n \"recent version of the rule evaluated as a match.'}), )),\",\n \"{}), { 'doc': 'A file on a host.' }), ('it:exec:file:add',\",\n \"''' Brute force the version out of a string. Args:\",\n \"URL linking this CVE to a full description.', }), ('references',\",\n \"that deleted the file.', }), ('host', ('it:host', {}), { 'doc':\",\n \"{}), { 'doc': 'An android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields':\",\n \"}), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc':\",\n \"path where the file was read.', }), ('path:dir', ('file:path', {}),\",\n \"'doc': 'The org that operates the given domain.', }), )),\",\n \"('path', ('file:path', {}), { 'doc': 'The path for the file.',\",\n \"('key', ('it:dev:regkey', {}), { 'doc': 'The Windows registry key.', }),\",\n \"('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split': ','}),\",\n \"'The specific file containing code that read the registry. May\",\n \"a semver.') if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot\",\n \"('target_hw', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"True}), { 'doc': 'A description of the ATT&CK mitigation.', 'disp':\",\n \"account.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'An array\",\n \"{}), { 'doc': 'Used to map an ATT&CK software to\",\n \"modified.', }), )), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"to the file. May or may not be the same\",\n \"of a host writing a file to a filesystem.', }),\",\n \"ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers)\",\n \"'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An iOS\",\n \"is a string.', }), ('int', ('it:dev:int', {}), { 'doc': 'The\",\n \"True, 'doc': 'The string that the function references.'}), )), ('it:reveng:impfunc',\",\n \"start time for the process.', }), ('exited', ('time', {}), {\",\n \"('org', ('ou:org', {}), { 'doc': 'The org that owns/operates the\",\n \"signature name.' }), ('desc', ('str', {}), { 'doc': 'A free-form\",\n \"('domain', ('it:domain', {}), { 'doc': 'The authentication domain where the\",\n \"('guid', {}), { 'doc': 'A named pipe created by a\",\n \"}), ('name', ('it:dev:mutex', {}), { 'doc': 'The mutex string.', }),\",\n \"the process exited.', }), ('exitcode', ('int', {}), { 'doc': 'The\",\n \"wrote to the registry. Typically the same host referenced in\",\n \"'ro': True, 'doc': 'The guid matching the function.'}), ('string', ('str',\",\n \"the group is registered.', }), ('groups', ('array', {'type': 'it:group'}), {\",\n \"('guid', {}), { 'doc': 'A GUID that represents a host\",\n \"its component parts. This normalizes a version string into an\",\n \"during the URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), { 'doc':\",\n \"This first attempts to parse strings using the it:semver normalization\",\n \"'The host running the process that wrote to the registry.\",\n \"Try doing version part extraction by noming through the string\",\n \"the host.' }), ('manu', ('str', {}), { 'doc': 'The manufacturer\",\n \"containing code that wrote to the registry. May or may\",\n \"executable file which caused the activity.'}), ('proc', ('it:exec:proc', {}), {\",\n \"that created the named pipe. May or may not be\",\n \"description of the group.', }), ('host', ('it:host', {}), { 'doc':\",\n \"requested the URL. Typically the same host referenced in :proc,\",\n \"'doc': 'The host running the process that read the registry.\",\n \"}), ('manu', ('str', {}), { 'doc': 'The manufacturer of the\",\n \"a host binding a listening port.', }), ('it:fs:file', ('guid', {}),\",\n \"include this technique.', }), )), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft',\",\n \"('file:path', {}), { 'doc': \\\"The path to the POSIX account's\",\n \"group ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':\",\n \"in to.', }), ('account', ('it:account', {}), { 'doc': 'The account\",\n \"the host.', }), )), ('it:dev:str', {}, ( ('norm', ('str', {'lower':\",\n \"authored the software.', }), ('url', ('inet:url', {}), { 'doc': 'URL\",\n \"'The anti-virus product which contains the signature.', }), )), ('it:av:prochit',\",\n \"this password hash.', }), )), ('it:cmd', {}, ()), ('it:exec:proc', {},\",\n \"{ 'doc': 'The path to the executable of the process.',\",\n \"domain.', }), ('desc', ('str', {}), { 'doc': 'A brief description\",\n \"ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The parent\",\n \"('it:sec:cpe', {}), { 'doc': 'The NIST CPE 2.3 string specifying\",\n \"ATT&CK mitigation.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {\",\n \"{}), { 'doc': 'The file access time.', }), ('user', ('inet:user',\",\n \"available as strings if that information is present. ''' def\",\n \"running the process that created the named pipe. Typically the\",\n \"('it:exec:pipe', ('guid', {}), { 'doc': 'A named pipe created by\",\n \"{ 'doc': 'A file that triggered an alert on a\",\n \"CPE 2.3 string.'}), ('vendor', ('ou:name', {}), { 'ro': True, 'doc':\",\n \"version of the rule.'}), )), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule',\",\n \"'doc': 'The NIST CPE 2.3 string specifying this software version',\",\n \"the it:dev:str.', }), )), ('it:sec:cve', {}, ( ('desc', ('str', {}),\",\n \"'doc': 'The manufacturer of the host.', }), ('model', ('str', {}),\",\n \"that the AV engine detected the signature.' }), )), ('it:auth:passwdhash',\",\n \"the memory was mapped.', }), ('va', ('int', {}), { 'doc':\",\n \"2.3 string.'}), ('edition', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \":exe specified in :proc, if present.'}), ('time', ('time', {}), {\",\n \"{}), { 'doc': 'The path that the library was loaded\",\n \"pipe string.', }), )), ('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"written to/modified.', }), ('path', ('file:path', {}), { 'doc': 'The path\",\n \"('it:prod:soft', {}), { 'doc': 'Software associated with this version instance.',\",\n \"integer.', }), ('bytes', ('file:bytes', {}), { 'doc': 'The file representing\",\n \"'split': ','}), { 'doc': 'An array of ChildOf CWE Relationships.'\",\n \"was released.', }), ('semver', ('it:semver', {}), { 'doc': 'System normalized\",\n \"from.', }), ('file', ('file:bytes', {}), { 'doc': 'The library file\",\n \"thread executing in a process.', }), ('it:exec:loadlib', ('guid', {}), {\",\n \"where the library was loaded.', }), ('va', ('int', {}), {\",\n \"}), ('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 address specified\",\n \"the function references.'}), )), ('it:reveng:impfunc', {}, ()), ), } name\",\n \"('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A file is distributed\",\n \"value.', }), ('hash:sha1', ('hash:sha1', {}), { 'doc': 'The SHA1 password\",\n \"may contain the current value for the technique.', }), ('desc',\",\n \"names for this software.', }), ('desc', ('str', {}), { 'doc':\",\n \"used by the group.', }), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq':\",\n \"'An array of URLs that document the ATT&CK group.', }),\",\n \"{ 'doc': 'The time the file was read.', }), ('path',\",\n \"}), ('ipv4', ('inet:ipv4', {}), { 'doc': 'The last known ipv4\",\n \"software.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag\",\n \"'doc': 'The path to the executable of the process.', }),\",\n \"operator of the host.', }), ('org', ('ou:org', {}), { 'doc':\",\n \"('file:bytes', {}), {'ro': True, 'doc': 'The file distributed by the\",\n \"raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after stripping whitespace') subs\",\n \"file on a host.' }), ('it:exec:file:add', ('guid', {}), { 'doc':\",\n \"as s_module import synapse.lib.version as s_version logger = logging.getLogger(__name__) class\",\n \"2.3 string.'}), ('version', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"thread which caused the activity.'}), ('host', ('it:host', {}), { 'doc':\",\n \"rule.'}), ('enabled', ('bool', {}), { 'doc': 'The rule enabled status\",\n \"mmap is mapped with execute permissions.', }), ('created', ('time', {}),\",\n \"('int', {}), { 'doc': 'The primary group ID of the\",\n \"}), ('semver', ('it:semver', {}), { 'doc': 'System normalized semantic version\",\n \"software was released.', }), ('semver', ('it:semver', {}), { 'doc': 'System\",\n \"or may not be the same :exe specified in :proc,\",\n \"path (parsed from :path).', }), ('path:ext', ('str', {'lower': True, 'strip':\",\n \"file containing code that wrote to the registry. May or\",\n \"{ 'doc': 'The base memory address where the map was\",\n \"memory address where the library was loaded in the process.',\",\n \"'The main process executing code that wrote to / modified\",\n \"which started the process.', }), ('src:proc', ('it:exec:proc', {}), { 'doc':\",\n \"('guid', {}), { 'doc': 'A function inside an executable.', }),\",\n \"map was deleted.', }), ('path', ('file:path', {}), { 'doc': 'The\",\n \"(('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True, 'doc': 'A reference\",\n \"that was loaded.', }), )), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc',\",\n \"a max width of 20 bits. The comparable integer value\",\n \"('file', ('file:bytes', {}), { 'doc': 'The file that was read.',\",\n \"}), ('it:exec:file:add', ('guid', {}), { 'doc': 'An instance of a\",\n \"that document the ATT&CK group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique',\",\n \"'doc': 'The path where the file was read.', }), ('path:dir',\",\n \"'ro': True, 'doc': 'The \\\"other\\\" field from the CPE 2.3\",\n \"value.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'The SHA256 password\",\n \"('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus product which\",\n \"the function.'}), ('description', ('str', {}), { 'doc': 'Notes concerning the\",\n \"instance of a password hash.', }), ('it:exec:proc', ('guid', {}), {\",\n \"('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split': ','}), {\",\n \"{ 'doc': 'A signature name within the namespace of an\",\n \"}), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry key or\",\n \"'doc': 'The YARA rule text.', 'disp': {'hint': 'text'}, }), ('name',\",\n \"'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {\",\n \"( ('proc', ('it:exec:proc', {}), { 'doc': 'The file that triggered\",\n \"available and set it if possible prop = node.get('software') if\",\n \"logged in to.', }), ('account', ('it:account', {}), { 'doc': 'The\",\n \"'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {\",\n \"software.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':\",\n \"('time', {}), { 'doc': 'The time the file was deleted.',\",\n \"an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent',\",\n \"geo-political location string for the node.', }), ('os', ('it:prod:softver', {}),\",\n \"contains the library.'}), ('lib', ('it:prod:softver', {}), {'ro': True, 'doc': 'The\",\n \"product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), {\",\n \"valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer\",\n \"{}), { 'doc': 'A library load event in a process.',\",\n \"('str', {}), { 'doc': 'The product model of the host.',\",\n \"}), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK\",\n \"time of the network flow that caused the hit.'}), ('sensor',\",\n \"string has {len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs\",\n \"'doc': 'The URL that documents the ATT&CK software.', }), ('tag',\",\n \"'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A reference URL\",\n \"\\\"sw_edition\\\" field from the CPE 2.3 string.'}), ('target_sw', ('str', {'lower':\",\n \"'ex': '1001', }), ('posix:gecos', ('int', {}), { 'doc': 'The GECOS\",\n \"{ 'doc': 'A string representing a named pipe.', }), ('it:dev:mutex',\",\n \"'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'The\",\n \"('it:prod:softver', {}), {'ro': True, 'doc': 'The android app which requests\",\n \"POSIX account.', }), ('posix:home', ('file:path', {}), { 'doc': \\\"The path\",\n \"{}), { 'doc': 'Version major number.', }), ('semver:minor', ('int', {}),\",\n \"hash value.', }), ('hash:sha1', ('hash:sha1', {}), { 'doc': 'The SHA1\",\n \"('guid', {}), { 'doc': 'A process executing on a host.\",\n \"('net6', ('inet:net6', {}), { 'doc': 'The optional contiguous IPv6 address\",\n \"'Software on the host.'}) )), ('it:av:sig', {}, ( ('soft', ('it:prod:soft',\",\n \"('str', {}), { 'doc': 'The manufacturer of the host.', }),\",\n \"(20, 'info'), (30, 'notice'), (40, 'warning'), (50, 'err'), (60, 'crit'),\",\n \"was read.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':\",\n \"('int', {}), { 'doc': 'The function rank score used to\",\n \"patch) return valu loglevels = ( (10, 'debug'), (20, 'info'),\",\n \"containing code that read the file. May or may not\",\n \"home directory.\\\", 'ex': '/home/visi', }), ('posix:shell', ('file:path', {}), { 'doc':\",\n \"android intent which is listened for by the app.'}), )),\",\n \"the function.'}), ('va', ('int', {}), { 'doc': 'The virtual address\",\n \"CWE description field.', 'ex': 'Buffer Copy without Checking Size of\",\n \"{}), { 'doc': 'The main process executing code that read\",\n \"code or return value for the thread.', }), ('src:proc', ('it:exec:proc',\",\n \"('it:host:activity', { 'props': ( ('exe', ('file:bytes', {}), { 'doc': 'The\",\n \"mesg='Cannot norm a negative integer as a semver.') if valu\",\n \"process at runtime.', }), ('it:exec:pipe', ('guid', {}), { 'doc': 'A\",\n \"field for the POSIX account.', }), ('posix:home', ('file:path', {}), {\",\n \"name for the ATT&CK group.', }), ('names', ('array', {'type': 'ou:name',\",\n \"created the thread.', }), ('src:thread', ('it:exec:thread', {}), { 'doc': 'The\",\n \"that requested the URL. May or may not be the\",\n \"{}), { 'doc': 'A developer selected integer constant.', }), ('it:dev:regkey',\",\n \"the account.', 'ex': '1001', }), ('posix:gid', ('int', {}), { 'doc':\",\n \"the CPE 2.3 string.'}), ('sw_edition', ('str', {'lower': True, 'strip': True}),\",\n \"information will be parsed out and available as strings if\",\n \"was created.', }), ('exited', ('time', {}), { 'doc': 'The time\",\n \"'doc': 'The destination address of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}),\",\n \"'doc': 'A unique command-line string.', 'ex': 'foo.exe --dostuff bar', }),\",\n \"('deleted', ('time', {}), { 'doc': 'The time the memory map\",\n \"{}), { 'doc': 'A string representing a named pipe.', }),\",\n \"}), ('desc', ('str', {'strip': True}), { 'doc': 'A description of\",\n \"of a host reading a file from a filesystem.', }),\",\n \"hex encoded salt value used to calculate the password hash.',\",\n \"{ 'doc': 'Contact info for the author of the YARA\",\n \"the rule.'}), )), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}), {\",\n \"{}), { 'doc': 'The process which contains the thread.', }),\",\n \"unloaded.', }), ('path', ('file:path', {}), { 'doc': 'The path that\",\n \"the host.', }), ('domain', ('it:domain', {}), { 'doc': 'The authentication\",\n \"the listening port.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"{ 'ro': True, 'doc': 'The signature name.', }), ('sig:soft', ('it:prod:soft',\",\n \"was read.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry\",\n \"URL for information about the signature.', }) )), ('it:av:filehit', {},\",\n \"prop: opts = {'vars': {'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft',\",\n \"{'type': 'it:dev:str', 'uniq': True, 'sorted': True}), { 'doc': 'Observed/variant names\",\n \"is known to be compatible with the given os software\",\n \"requested.', }), ('client', ('inet:client', {}), { 'doc': 'The address of\",\n \"( ('name', ('it:hostname', {}), { 'doc': 'The name of the\",\n \"permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True, 'doc': 'The android permission\",\n \"subs.get('minor'), subs.get('patch')) return valu, {'subs': subs} def _normPyInt(self, valu): if\",\n \"{}), { 'doc': 'Semver build string.', }), ('url', ('inet:url', {}),\",\n \"'ro': True, 'doc': 'The file extension of the file name\",\n \"parts def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg = 'CPE\",\n \"{ 'doc': \\\"The path to the POSIX account's default shell.\\\",\",\n \"written to.', }), )), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"\\\"product\\\" field from the CPE 2.3 string.'}), ('version', ('str', {'lower':\",\n \"('it:adid', {}), { 'doc': 'An iOS advertising identification string.'}), ('it:os:android:aaid',\",\n \"'doc': 'The software version is known to be compatible with\",\n \"{}), { 'doc': 'The group owner of the file.', }),\",\n \"of the network.', }), ('desc', ('str', {}), { 'doc': 'A\",\n \"range of this network.', }), )), ('it:account', {}, ( ('user',\",\n \"('guid', {}), { 'doc': 'A snort rule unique identifier.', }),\",\n \"'doc': 'The \\\"version\\\" field from the CPE 2.3 string.'}), ('update',\",\n \"(('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A version of a\",\n \"('it:semver', {}), { 'doc': 'The current version of the rule.'}),\",\n \"function from an imported library.', }), ), 'interfaces': ( ('it:host:activity',\",\n \"('posix:shell', ('file:path', {}), { 'doc': \\\"The path to the POSIX\",\n \"}), ('cves', ('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted': True}), {\",\n \"('isos', ('bool', {}), { 'doc': 'Set to True if the\",\n \"considered the \\\"main\\\" executable for DLLs loaded by that program.',\",\n \"the signature.', }), )), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"}), ('posix:gecos', ('int', {}), { 'doc': 'The GECOS field for\",\n \"used to evaluate if it exhibits interesting behavior.'}), ('complexity', ('int',\",\n \"('killedby', ('it:exec:proc', {}), { 'doc': 'The process which killed this\",\n \"{ 'doc': 'An array of URLs that document the CVE\",\n \"True, 'doc': 'The \\\"product\\\" field from the CPE 2.3 string.'}),\",\n \"'doc': 'The SHA512 password hash value.', }), ('hash:lm', ('hash:lm', {}),\",\n \"{}), { 'doc': 'A process executing on a host. May\",\n \"{ 'doc': 'A reference URL for information about the signature.',\",\n \"}), ('src:thread', ('it:exec:thread', {}), { 'doc': 'The thread which created\",\n \"('exitcode', ('int', {}), { 'doc': 'The exit code or return\",\n \"a host.' }), ('it:exec:file:add', ('guid', {}), { 'doc': 'An instance\",\n \"occured.', }), ('success', ('bool', {}), { 'doc': 'Set to false\",\n \"('str', {'lower': 1}), { 'doc': 'A function from an imported\",\n \"{'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Software ID.', 'ex':\",\n \"s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer larger than\",\n \"len(parts) != 13: mesg = f'CPE 2.3 string has {len(parts)}\",\n \"be used for YARA evaluation engines.'}), )), ('it:app:yara:match', {}, (\",\n \"{}), { 'doc': 'The host that the account logged in\",\n \"('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other function calls within the\",\n \"code that deleted data from the registry. May or may\",\n \"('guid', {}), { 'doc': 'An instance of a host getting\",\n \"function.'}), ('description', ('str', {}), { 'doc': 'Notes concerning the function.'}),\",\n \"{}), { 'doc': 'A SHA256 hash of the memory map.\",\n \"), 'forms': ( ('it:hostname', {}, ()), ('it:host', {}, ( ('name',\",\n \"True, 'onespace': True}), { 'doc': 'The name of the network.',\",\n \"'A brief description of the network.', }), ('org', ('ou:org', {}),\",\n \"host running the process that read the registry. Typically the\",\n \"True, 'split': ','}), { 'doc': 'An array of ATT&CK technique\",\n \"'A Mitre ATT&CK Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str',\",\n \"}), ('domain', ('it:domain', {}), { 'doc': 'The authentication domain that\",\n \"engine name.' }), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}),\",\n \"True, 'doc': 'The software version that contains the library.'}), ('lib',\",\n \"('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc': 'The given software\",\n \"LM password hash value.', }), ('hash:ntlm', ('hash:ntlm', {}), { 'doc':\",\n \"read the file.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"('it:exec:proc', {}), { 'doc': 'An external process which created the\",\n \"software which distributes the file.'}), ('file', ('file:bytes', {}), {'ro': True,\",\n \"port of the flow that caused the hit.'}), ('dst', ('inet:addr',\",\n \"is distributed by a specific software version.'}), ('it:prod:softlib', ('comp', {'fields':\",\n \"{ 'doc': 'A mutex created by a process at runtime.',\",\n \"or setting a registry key.', }), ('it:exec:reg:del', ('guid', {}), {\",\n \"string inside a function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}), {\",\n \"code that deleted the file. May or may not be\",\n \"for the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc':\",\n \"host requesting a URL.', }), ('it:exec:bind', ('guid', {}), { 'doc':\",\n \"('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process\",\n \"hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The source IPv4 address\",\n \"c == ':': parts.append(part) part = '' continue part +=\",\n \"{'ro': True, 'doc': 'The software version that contains the library.'}),\",\n \"the process that deleted data from the registry. Typically the\",\n \"'/home/visi', }), ('posix:shell', ('file:path', {}), { 'doc': \\\"The path to\",\n \"await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name = nodes[0].get('name') if name:\",\n \"}), ('src:exe', ('file:path', {}), { 'doc': 'The path to the\",\n \"('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A software version contains\",\n \"{}), { 'doc': 'A GUID that represents an account on\",\n \"{ 'doc': 'The destination address of the trigger.'}), ('dst:ipv4', ('inet:ipv4',\",\n \"process that read the file. Typically the same host referenced\",\n \"'The name of the function.'}), ('description', ('str', {}), { 'doc':\",\n \")), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"group.', }), ('host', ('it:host', {}), { 'doc': 'The host where\",\n \"number.', }), ('semver:patch', ('int', {}), { 'doc': 'Version patch number.',\",\n \"{}), { 'doc': 'The path where the file was deleted.',\",\n \"parts[10], 'target_hw': parts[11], 'other': parts[12], } return ':'.join(parts), {'subs': subs}\",\n \"( ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The file\",\n \"'The URL that documents the ATT&CK mitigation.', }), ('tag', ('syn:tag',\",\n \"the URL retrieval..' }), ('client:port', ('inet:port', {}), { 'doc': 'The\",\n \"('place', ('geo:place', {}), { 'doc': 'The place where the host\",\n \"the registry key, if the value is binary data.', }),\",\n \"network.' }), ('it:logon', ('guid', {}), { 'doc': 'A GUID that\",\n \"information for. Notes: This first attempts to parse strings using\",\n \"('it:hostsoft', {}, ( ('host', ('it:host', {}), {'ro': True, 'doc': 'Host\",\n \"{ 'doc': 'NIST NVD Common Weaknesses Enumeration Specification', 'ex': 'CWE-120',\",\n \"with read permissions.', }), ('perms:write', ('bool', {}), { 'doc': 'True\",\n \"True, 'doc': 'The app software which listens for the android\",\n \"('soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus product\",\n \"True}), { 'ro': True, 'doc': 'The file extension of the\",\n \"mutex was created.', }), ('name', ('it:dev:mutex', {}), { 'doc': 'The\",\n \"'doc': 'The default installation path of the file.'}), )), ('it:hostsoft',\",\n \"host.' }), ('place', ('geo:place', {}), { 'doc': 'The place where\",\n \"android permission string.'}), ('it:os:android:intent', ('str', {}), { 'doc': 'An android\",\n \"document the CVE ID.', }), )), ('it:sec:cpe', {}, ( ('part',\",\n \"value used to calculate the password hash.', }), ('hash:md5', ('hash:md5',\",\n \"user name of the process owner.', }), ('path', ('file:path', {}),\",\n \"= ( (10, 'debug'), (20, 'info'), (30, 'notice'), (40, 'warning'),\",\n \"logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String\",\n \"('proc', ('it:exec:proc', {}), { 'doc': 'The host process which caused\",\n \"('it:prod:softver', {}), {'ro': True, 'doc': 'The app software which broadcasts\",\n \"the scope of the function.', }), )), ('it:reveng:funcstr', {}, (\",\n \"{}, ( ('desc', ('str', {}), { 'doc': 'A free-form description\",\n \"s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after stripping whitespace') subs =\",\n \"on a host or network.' }), ('it:group', ('guid', {}), {\",\n \"'A YARA rule match to a file.', }), ('it:app:yara:procmatch', ('guid',\",\n \"of a YARA rule match to a process.', }), ('it:app:snort:rule',\",\n \"{ 'doc': 'The username associated with the account', }), ('contact',\",\n \"library.', }), ), 'interfaces': ( ('it:host:activity', { 'props': ( ('exe',\",\n \"a process at runtime.', }), ('it:exec:pipe', ('guid', {}), { 'doc':\",\n \"the activity started.'}), ), }), ), 'forms': ( ('it:hostname', {},\",\n \"('syn:tag', {}), { 'doc': 'The synapse tag used to annotate\",\n \"{ 'doc': 'The SHA1 password hash value.', }), ('hash:sha256', ('hash:sha256',\",\n \"('str', {}), { 'doc': 'The log messsage text.', }), ('severity',\",\n \"software version', }), ('cves', ('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted':\",\n \"('it:adid', {}), { 'doc': 'An android advertising identification string.'}), ('it:os:android:perm',\",\n \"from a filesystem.', }), ('it:exec:file:read', ('guid', {}), { 'doc': 'An\",\n \"the thread.', }), ('created', ('time', {}), { 'doc': 'The time\",\n \"salt value used to calculate the password hash.', }), ('hash:md5',\",\n \"client during the URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}), {\",\n \"{ 'doc': 'The org that operates the given domain.', }),\",\n \"opts=opts) if nodes: name = nodes[0].get('name') if name: await node.set('software:name',\",\n \"deleted data from the registry. Typically the same host referenced\",\n \"'ro': True, 'doc': 'The guid matching the function.'}), ('file', ('file:bytes',\",\n \"ATT&CK software.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse\",\n \"force version string [%s]', prop) def getModelDefs(self): modl = {\",\n \"def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu):\",\n \"time the named pipe was created.', }), ('name', ('it:dev:pipe', {}),\",\n \":path).', }), ('path:base', ('file:base', {}), { 'ro': True, 'doc': 'The\",\n \"an alert on a specific antivirus signature.', }), ('it:av:prochit', ('guid',\",\n \"the library was loaded.', }), ('va', ('int', {}), { 'doc':\",\n \"string.'}), ('target_hw', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"created the mutex. May or may not be the same\",\n \"process that wrote to the registry. Typically the same host\",\n \"{}), { 'doc': 'The process ID.', }), ('time', ('time', {}),\",\n \"with write permissions.', }), ('perms:execute', ('bool', {}), { 'doc': 'True\",\n \"{}), { 'doc': 'The time that the AV engine detected\",\n \"a file from a filesystem.', }), ('it:exec:file:write', ('guid', {}), {\",\n \"('guid', {}), { 'doc': 'A memory mapped segment located in\",\n \"'onespace': True}), { 'doc': 'The name of the group.', }),\",\n \"self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu = valu.strip()\",\n \"this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url',\",\n \"version number.', }), ('semver:major', ('int', {}), { 'doc': 'Version major\",\n \"'The time the data from the registry was deleted.', }),\",\n \"executing code that created the mutex.', }), ('host', ('it:host', {}),\",\n \"app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}), {'ro': True,\",\n \"the ATT&CK mitigation.', }), ('desc', ('str', {'strip': True}), { 'doc':\",\n \"}), ('sig', ('it:av:sig', {}), { 'doc': 'The signature that the\",\n \"Typically the same host referenced in :proc, if present.', }),\",\n \"is a library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()),\",\n \"where the library was loaded in the process.', }), ('loaded',\",\n \"'doc': 'Version minor number.', }), ('semver:patch', ('int', {}), { 'doc':\",\n \"is binary data.', }), )), ('it:prod:soft', {}, ( ('name', ('str',\",\n \"designated by a Common Vulnerabilities and Exposures (CVE) number.', 'ex':\",\n \"{}), { 'doc': 'The current version of the rule.'}), )),\",\n \"'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An\",\n \"('it:host', {}), {'ro': True, 'doc': 'Host with the software.'}), ('softver',\",\n \"('it:exec:proc', {}, ( ('host', ('it:host', {}), { 'doc': 'The host\",\n \"{}), { 'doc': 'The last known location for the host.'\",\n \"that operates the given host.', }), )), ('it:log:event', {}, (\",\n \"{ 'doc': 'The NTLM password hash value.', }), ('passwd', ('inet:passwd',\",\n \"originated.', }), )), ('it:hosturl', {}, ( ('host', ('it:host', {}), {\",\n \"'Version minor number.', }), ('semver:patch', ('int', {}), { 'doc': 'Version\",\n \"oldv): # Check to see if name is available and\",\n \"'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A file is distributed by\",\n \"nodes included in this ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references',\",\n \"= node.get('software') if prop: opts = {'vars': {'soft': prop}} nodes\",\n \"the mutex. May or may not be the same :exe\",\n \"string. Args: valu (str): String to attempt to get version\",\n \"{'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True, 'doc': 'A\",\n \"memory was mapped.', }), ('va', ('int', {}), { 'doc': 'The\",\n \"and set it if possible prop = node.get('software') if prop:\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"version\\\"\",\n \"'The file path if the mmap is a mapped view\",\n \"}), )), ('it:dev:str', {}, ( ('norm', ('str', {'lower': True}), {\",\n \"'Observed/variant names for this software.', }), ('desc', ('str', {}), {\",\n \"function.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The file\",\n \"signature.' }), ('it:auth:passwdhash', ('guid', {}), { 'doc': 'An instance of\",\n \"reading a file from a filesystem.', }), ('it:exec:file:write', ('guid', {}),\",\n \"{}, { 'doc': 'A NIST CPE 2.3 Formatted String', }),\",\n \"('time', {}), { 'doc': 'The time the logon session ended.',\",\n \"field from the CPE 2.3 string.'}), ('version', ('str', {'lower': True,\",\n \"('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The destination IPv4 address of\",\n \"('str', {}), { 'doc': 'A description of the software.', 'disp':\",\n \"'doc': 'The \\\"vendor\\\" field from the CPE 2.3 string.'}), ('product',\",\n \"of the first codeblock of the function.'}), ('rank', ('int', {}),\",\n \"s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu =\",\n \"AV engine detected the signature.' }), )), ('it:auth:passwdhash', {}, (\",\n \"'doc': 'The host thread which caused the activity.'}), ('host', ('it:host',\",\n \"by a specific software version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft',\",\n \"language : sw_edition : target_sw : target_hw : other *\",\n \"hash value.', }), ('hash:lm', ('hash:lm', {}), { 'doc': 'The LM\",\n \"that read the file. May or may not be the\",\n \"'The android intent which is broadcast by the app.'}), )),\",\n \"a semantic version string into its component parts. This normalizes\",\n \"the new file. May or may not be the same\",\n \"('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}), { 'doc': 'A url\",\n \"{ 'doc': 'The library file that was loaded.', }), )),\",\n \"('name', ('it:hostname', {}), { 'doc': 'The name of the host\",\n \"raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part': parts[2], 'vendor': parts[3],\",\n \"represents an individual logon/logoff event.' }), ('it:hosturl', ('comp', {'fields': (('host',\",\n \"'doc': 'Version major number.', }), ('semver:minor', ('int', {}), { 'doc':\",\n \"('str', {'strip': True}), { 'doc': 'A unique command-line string.', 'ex':\",\n \"('time', {}), { 'doc': 'The time of the network flow\",\n \"('it:prod:soft', ('guid', {}), { 'doc': 'A arbitrary, unversioned software product.',\",\n \"group to a synapse ou:org.', }), ('name', ('ou:name', {}), {\",\n \"'doc': 'The specific file containing code that deleted the file.\",\n \"'An array of alternate names for the ATT&CK group.', }),\",\n \"on.'}), )), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}), {'ro': True,\",\n \"domain.', }), ('org', ('ou:org', {}), { 'doc': 'The org that\",\n \"bound (listening) TCP port.' }), )), ('it:fs:file', {}, ( ('host',\",\n \"version is known to be compatible with the given os\",\n \"( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc': 'The given\",\n \"}), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}),\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"part\\\" field\",\n \"asyncio.CancelledError: # pragma: no cover raise except Exception: logger.exception('Failed to\",\n \"{}), { 'doc': 'The SHA1 password hash value.', }), ('hash:sha256',\",\n \"{}, ( ('host', ('it:host', {}), { 'doc': 'The host that\",\n \"android permission requested by the app.'}), )), ('it:prod:softos', {}, (\",\n \"process to the rule.'}), ('version', ('it:semver', {}), { 'doc': 'The\",\n \"{}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software\",\n \"which caused the activity.'}), ('host', ('it:host', {}), { 'doc': 'The\",\n \"'doc': 'Semver build string.', }), ('url', ('inet:url', {}), { 'doc':\",\n \"('inet:ipv4', {}), { 'doc': 'The source IPv4 address of the\",\n \"','}), { 'doc': 'An array of ATT&CK software IDs used\",\n \"patch) subs = {'major': major, 'minor': minor, 'patch': patch} return\",\n \"try: valu, info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu,\",\n \"{ 'doc': 'A logical boundary of authentication and configuration such\",\n \"in :proc, if present.', }), ('exe', ('file:bytes', {}), { 'doc':\",\n \"('it:exec:proc', {}), { 'doc': 'The process which contains the thread.',\",\n \"return valu, {'subs': subs} def _normPyInt(self, valu): if valu <\",\n \"info = s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if len(parts) !=\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"product\\\"\",\n \"executable for DLLs loaded by that program.', }), ('cmd', ('it:cmd',\",\n \"the group.', }), ('software', ('array', {'type': 'it:mitre:attack:software', 'uniq': True, 'sorted':\",\n \"password hash value.', }), ('hash:sha1', ('hash:sha1', {}), { 'doc': 'The\",\n \"Windows Security Identifier of the account.', }), ('groups', ('array', {'type':\",\n \"'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':\",\n \"occurred.'}), ('time', ('time', {}), { 'doc': 'The time that the\",\n \"android intent which is broadcast by the app.'}), )), ('it:prod:softver',\",\n \"that matched the YARA rule.'}), ('version', ('it:semver', {}), { 'doc':\",\n \"'The user name of the process owner.', }), ('path', ('file:path',\",\n \"was written to/modified.', }), ('path:dir', ('file:path', {}), { 'ro': True,\",\n \"{ 'doc': 'The name of a host or system.', }),\",\n \"(('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}), { 'doc': 'A signature\",\n \"version.'}), )), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True,\",\n \"('semver:major', ('int', {}), { 'doc': 'Version major number.', }), ('semver:minor',\",\n \"{ 'doc': 'An advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}),\",\n \"used for YARA evaluation engines.'}), )), ('it:app:yara:match', {}, ( ('rule',\",\n \"('guid', {}), { 'doc': 'A logical boundary of authentication and\",\n \"{}), {'ro': True, 'doc': 'The library software version.'}), )), ('it:prod:softfile',\",\n \"{}), {'ro': True, 'doc': 'The software version that contains the\",\n \"{}), { 'doc': 'Used to map an ATT&CK group to\",\n \"the registry was deleted.', }), ('reg', ('it:dev:regval', {}), { 'doc':\",\n \"('it:exec:reg:del', ('guid', {}), { 'doc': 'An instance of a host\",\n \"True, 'doc': 'The \\\"sw_edition\\\" field from the CPE 2.3 string.'}),\",\n \"hosted on or served by a host or system.', }),\",\n \")), ('it:reveng:impfunc', {}, ()), ), } name = 'it' return\",\n \")), ('it:sec:cwe', {}, ( ('name', ('str', {}), { 'doc': 'The\",\n \"1152921504606846975 as a semver.') major, minor, patch = s_version.unpackVersion(valu) valu\",\n \"Buffer Overflow)', }), ('desc', ('str', {}), { 'doc': 'The CWE\",\n \"minor number.', }), ('semver:patch', ('int', {}), { 'doc': 'Version patch\",\n \"( ('rule', ('it:app:yara:rule', {}), { 'ro': True, 'doc': 'The YARA\",\n \"YARA rule match to a file.', }), ('it:app:yara:procmatch', ('guid', {}),\",\n \"True, 'strip': True}), { 'doc': 'Name of the software.', }),\",\n \"('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {}, ( ('key',\",\n \"'Set to True if the software is a library.'}), )),\",\n \"('severity', ('int', {'enums': loglevels}), { 'doc': 'A log level integer\",\n \"included in this ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }), ('references',\",\n \"}), ('names', ('array', {'type': 'str', 'uniq': True, 'sorted': True}), {\",\n \"True, 'doc': 'A reference to a string inside a function.',\",\n \"GUID that represents a host or system.' }), ('it:log:event', ('guid',\",\n \"('it:host', {}), { 'doc': 'The host on which the activity\",\n \"memory map. Bytes may optionally be present in the axon.',\",\n \"parsed out and available as strings if that information is\",\n \"a process.', }), ('it:exec:loadlib', ('guid', {}), { 'doc': 'A library\",\n \"into its component parts. This normalizes a version string into\",\n \"'doc': 'The operating system of the host.' }), ('manu', ('str',\",\n \"{ 'doc': 'The main process executing code that read the\",\n \"code that deleted data from the registry.', }), ('host', ('it:host',\",\n \"the client during the URL retrieval..' }), ('client:port', ('inet:port', {}),\",\n \"domain where the account is registered.', }), ('posix:uid', ('int', {}),\",\n \"import synapse.lib.types as s_types import synapse.lib.module as s_module import synapse.lib.version\",\n \"product model of the host.', }), ('serial', ('str', {}), {\",\n \"}), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The parent\",\n \"from version str await node.snap.addNode('it:dev:str', prop) # form the semver\",\n \"process. May be an actual or a virtual / notional\",\n \"retrieval..' }), ('client:port', ('inet:port', {}), { 'doc': 'The client port\",\n \"{}), { 'doc': 'The SHA512 password hash value.', }), ('hash:lm',\",\n \"read the file. Typically the same host referenced in :proc,\",\n \"a version string into an integer to allow version ordering.\",\n \"{ 'doc': 'The given software requests the android permission.'}), ('it:os:android:ilisten',\",\n \"}), ('user', ('inet:user', {}), { 'doc': 'The user name of\",\n \"a virtual / notional host.', }), ('exe', ('file:bytes', {}), {\",\n \"wrote to the file. Typically the same host referenced in\",\n \"'doc': 'A brief description of the network.', }), ('org', ('ou:org',\",\n \"parts try: valu, subs = self.bruteVersionStr(prop) await node.set('semver', valu) for\",\n \"'doc': 'The CWE description field.', 'disp': {'hint': 'text'}, }), ('url',\",\n \"subs except s_exc.BadTypeValu: # Try doing version part extraction by\",\n \"was loaded.', }), )), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"subs async def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async def\",\n \"{ 'doc': 'The specific file containing code that deleted data\",\n \"logon/logoff event.' }), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}),\",\n \"('it:log:event', {}, ( ('mesg', ('str', {}), { 'doc': 'The log\",\n \"the logon session ended.', }), ('host', ('it:host', {}), { 'doc':\",\n \"'A description of the ATT&CK software.', 'disp': {'hint': 'text'}, }),\",\n \"the file.', }), ('group', ('inet:user', {}), { 'doc': 'The group\",\n \"('it:exec:thread', {}), { 'doc': 'The host thread which caused the\",\n \"{}), { 'doc': 'The user ID of the account.', 'ex':\",\n \"'The YARA rule that matched the file.'}), ('proc', ('it:exec:proc', {}),\",\n \"}), ('time', ('time', {}), { 'doc': 'The time the mutex\",\n \")), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"'doc': 'The most recent version of the rule evaluated as\",\n \"guid matching the function.'}), ('string', ('str', {}), { 'ro': True,\",\n \"'doc': 'Associated names for the ATT&CK software.', }), ('desc', ('str',\",\n \")), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}), { 'ro': True,\",\n \"'doc': 'The time the logon occured.', }), ('success', ('bool', {}),\",\n \"the file was deleted.', }), ('path', ('file:path', {}), { 'doc':\",\n \"(('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A YARA rule match\",\n \"process.', }), ('it:cmd', ('str', {'strip': True}), { 'doc': 'A unique\",\n \"member of this group.', }), ('posix:gid', ('int', {}), { 'doc':\",\n \"created in the process.', }), ('size', ('int', {}), { 'doc':\",\n \"that created the mutex. May or may not be the\",\n \"('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Tactic\",\n \"('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An instance\",\n \"'ro': True, 'doc': 'The file that contains the function.'}), ('va',\",\n \"'doc': 'The \\\"sw_edition\\\" field from the CPE 2.3 string.'}), ('target_sw',\",\n \"{}), { 'doc': 'The URL that documents the ATT&CK mitigation.',\",\n \"('str', {}), { 'doc': 'A brief description of the domain.',\",\n \"the thread.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'An external\",\n \"{}), { 'doc': 'The exit code or return value for\",\n \"('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to imported library functions\",\n \"unique identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}),\",\n \"prop) # form the semver properly or bruteforce parts try:\",\n \"URL. Typically the same host referenced in :proc, if present.',\",\n \"'doc': 'The path where the file was written to/modified.', }),\",\n \"on which the activity occurred.'}), ('time', ('time', {}), { 'doc':\",\n \"= self._splitCpe23(text) if len(parts) != 13: mesg = f'CPE 2.3\",\n \"}), ('it:adid', ('str', {'lower': True, 'strip': True}), { 'doc': 'An\",\n \"('array', {'type': 'ou:name', 'uniq': True, 'sorted': True}), { 'doc': 'An\",\n \"}), ('author:acct', ('inet:web:acct', {}), { 'deprecated': True, 'doc': 'Web account\",\n \"'The \\\"target_sw\\\" field from the CPE 2.3 string.'}), ('target_hw', ('str',\",\n \"{'lower': True, 'strip': True}), { 'doc': 'Name of the software.',\",\n \"the logon session.', }), ('client:host', ('it:host', {}), { 'doc': 'The\",\n \"('it:host', {}), { 'doc': 'The host that executed the process.\",\n \"('sig:name', ('str', {'lower': True}), { 'ro': True, 'doc': 'The signature\",\n \"the domain.', }), ('org', ('ou:org', {}), { 'doc': 'The org\",\n \"The comparable integer value representing the semver is the bitwise\",\n \"'doc': 'The destination IPv4 address of the flow that caused\",\n \"library load event in a process.', }), ('it:exec:mmap', ('guid', {}),\",\n \"from.', }), )), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}), {'ro':\",\n \"IDs addressed by the mitigation.', }), )), ('it:dev:int', {}, ()),\",\n \"key or value that was read.', }), )), ('it:exec:reg:set', {},\",\n \"android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}),\",\n \"{}), { 'doc': 'The MD5 password hash value.', }), ('hash:sha1',\",\n \"the account.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'An\",\n \"the CPE 2.3 string.'}), ('other', ('str', {'lower': True, 'strip': True}),\",\n \"('host', ('it:host', {}), { 'doc': 'The host where the account\",\n \"Weaknesses Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}),\",\n \"('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An\",\n \"description.', }), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted': True,\",\n \"the process that created the named pipe. Typically the same\",\n \"('array', {'type': 'str', 'uniq': True, 'sorted': True}), { 'doc': 'Associated\",\n \"{}), { 'doc': 'The path where the file was created.',\",\n \"('pid', ('int', {}), { 'doc': 'The process ID.', }), ('time',\",\n \"time the logon session ended.', }), ('host', ('it:host', {}), {\",\n \"subs = s_version.parseVersionParts(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr',\",\n \"which contains the signature.', }), )), ('it:av:prochit', {}, ( ('proc',\",\n \"'A YARA rule unique identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule',\",\n \"and patch levels. Prerelease and build information will be parsed\",\n \"}), ('author:person', ('ps:person', {}), { 'deprecated': True, 'doc': 'Person who\",\n \"if the value is an integer.', }), ('bytes', ('file:bytes', {}),\",\n \"of the software.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True,\",\n \"'doc': 'The library file that was loaded.', }), )), ('it:exec:mmap',\",\n \"file.'}), ('file', ('file:bytes', {}), {'ro': True, 'doc': 'The file distributed\",\n \"('unloaded', ('time', {}), { 'doc': 'The time the library was\",\n \"was read.', }), )), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"('author:org', ('ou:org', {}), { 'deprecated': True, 'doc': 'Organization which authored\",\n \"that read the registry. May or may not be the\",\n \"name for the ATT&CK software.', }), ('names', ('array', {'type': 'str',\",\n \"address of the flow that caused the hit.'}), ('dst:ipv6', ('inet:ipv6',\",\n \"part += c except StopIteration: parts.append(part) return parts def _normPyStr(self,\",\n \"True}), { 'ro': True, 'doc': 'The \\\"target_sw\\\" field from the\",\n \"'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A version of a software\",\n \"caused the activity.'}), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An\",\n \"containing code that created the named pipe. May or may\",\n \"{ 'ro': True, 'doc': 'The signature name.' }), ('desc', ('str',\",\n \"the new file.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"'The time the file was created.', }), ('path', ('file:path', {}),\",\n \"'doc': 'The time the file was written to/modified.', }), ('path',\",\n \"present on a given host.', }), ('it:av:sig', ('comp', {'fields': (('soft',\",\n \"('bool', {}), { 'doc': 'Set to True if the software\",\n \"{}), { 'doc': 'A named pipe created by a process\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"edition\\\" field\",\n \"of the flow that caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}),\",\n \"registered.', }), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'Groups that\",\n \"string.'}), ('language', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"time the registry was read.', }), ('reg', ('it:dev:regval', {}), {\",\n \")}), { 'doc': 'The given software broadcasts the given Android\",\n \"}), ('it:exec:mmap', ('guid', {}), { 'doc': 'A memory mapped segment\",\n \"'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A URL linking\",\n \"names for this software version.', }), ('cpe', ('it:sec:cpe', {}), {\",\n \"registry key or value that was read.', }), )), ('it:exec:reg:set',\",\n \"tactics that include this technique.', }), )), ('it:mitre:attack:software', {}, (\",\n \"to brute force version string [%s]', prop) def getModelDefs(self): modl\",\n \"'doc': 'A GUID representing an individual log event.', 'interfaces': ('it:host:activity',),\",\n \"software version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), {\",\n \"was created.', }), ('deleted', ('time', {}), { 'doc': 'The time\",\n \"{ 'doc': 'The specific file containing code that bound the\",\n \"a host or system.' }), ('it:log:event', ('guid', {}), { 'doc':\",\n \"{ 'doc': 'A Mitre ATT&CK Tactic ID.', 'ex': 'TA0040', }),\",\n \"}), ('it:exec:file:read', ('guid', {}), { 'doc': 'An instance of a\",\n \"or system.', }), ('desc', ('str', {}), { 'doc': 'A free-form\",\n \"host creating or setting a registry key.', }), ('it:exec:reg:del', ('guid',\",\n \"default installation path of the file.'}), )), ('it:hostsoft', {}, (\",\n \"ID of the account.', 'ex': '1001', }), ('posix:gecos', ('int', {}),\",\n \"'doc': 'The file representing the value of the registry key,\",\n \"('src', ('inet:addr', {}), { 'doc': 'The source address of flow\",\n \"}), ('it:group', ('guid', {}), { 'doc': 'A GUID that represents\",\n \"s_version.parseSemver(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to\",\n \"}), )), ('it:sec:cve', {}, ( ('desc', ('str', {}), { 'doc':\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"target_hw\\\" field\",\n \"('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A YARA\",\n \"'URL available on the host.', }), )), ('it:dev:str', {}, (\",\n \"'A description of the software.', 'disp': {'hint': 'text'}, }), ('desc:short',\",\n \"from :path).', }), ('path:ext', ('str', {'lower': True, 'strip': True}), {\",\n \"}), ('org', ('ou:org', {}), { 'doc': 'The org that operates\",\n \"software version.', }), ('vers', ('it:dev:str', {}), { 'doc': 'Version string\",\n \"'doc': 'Notes concerning the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), {\",\n \"inet:addr of the server when binding the port.' }), ('server:ipv4',\",\n \"{ 'doc': 'The place where the host resides.', }), ('loc',\",\n \"identifier.', }), ('it:app:snort:hit', ('guid', {}), { 'doc': 'An instance of\",\n \"system.', }), ('desc', ('str', {}), { 'doc': 'A free-form description\",\n \"('it:dev:mutex', ('str', {}), { 'doc': 'A string representing a mutex.',\",\n \"developer selected integer constant.', }), ('it:dev:regkey', ('str', {}), { 'doc':\",\n \"text left after stripping whitespace') subs = s_version.parseSemver(valu) if subs\",\n \"on.' }), ('time', ('time', {}), { 'doc': 'The time that\",\n \"True}), { 'doc': 'The name of the group.', }), ('desc',\",\n \"Microsoft Windows Security Identifier of the account.', }), ('groups', ('array',\",\n \"('inet:user', {}), { 'doc': 'The user name of the process\",\n \"('str', {}), { 'doc': 'Semver prerelease string.', }), ('semver:build', ('str',\",\n \"True, 'doc': 'The file that triggered the signature hit.', }),\",\n \"logon originated.', }), )), ('it:hosturl', {}, ( ('host', ('it:host', {}),\",\n \"{'ro': True, 'doc': 'Software on the host.'}) )), ('it:av:sig', {},\",\n \"}), ('strings', ('array', {'type': 'it:dev:str', 'uniq': True}), { 'doc': 'An\",\n \"= s_version.fmtVersion(major, minor, patch) return valu loglevels = ( (10,\",\n \"('target_sw', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"for information about the signature.', }) )), ('it:av:filehit', {}, (\",\n \"{ 'ro': True, 'doc': 'The YARA rule that matched the\",\n \"('user', ('inet:user', {}), { 'doc': 'The username associated with the\",\n \"matched the YARA rule.'}), ('time', ('time', {}), { 'doc': 'The\",\n \"in this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type':\",\n \"'The command string used to launch the process, including any\",\n \"'doc': 'The process which created the process.' }), ('killedby', ('it:exec:proc',\",\n \"'doc': 'The rule enabled status to be used for YARA\",\n \"True}), { 'doc': 'A short description of the software.', }),\",\n \"URL that documents the ATT&CK software.', }), ('tag', ('syn:tag', {}),\",\n \"}), ('killedby', ('it:exec:proc', {}), { 'doc': 'The process which killed\",\n \"( ('text', ('str', {}), { 'doc': 'The YARA rule text.',\",\n \"('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey',\",\n \"a string inside a function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}),\",\n \"'doc': 'The path for the file.', }), ('path:dir', ('file:path', {}),\",\n \"rule.'}), ('src', ('inet:addr', {}), { 'doc': 'The source address of\",\n \"'doc': 'A description of the ATT&CK technique.', 'disp': {'hint': 'text'},\",\n \"('it:domain', ('guid', {}), { 'doc': 'A logical boundary of authentication\",\n \"Size of Input (Classic Buffer Overflow)', }), ('desc', ('str', {}),\",\n \"the library was loaded.', }), ('unloaded', ('time', {}), { 'doc':\",\n \"{'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A YARA rule\",\n \"the software.', }), ('isos', ('bool', {}), { 'doc': 'Set to\",\n \"}), )), ('it:app:snort:rule', {}, ( ('text', ('str', {}), { 'doc':\",\n \"time.', }), ('atime', ('time', {}), { 'doc': 'The file access\",\n \"'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft\",\n \"('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm',\",\n \"instance of a function in an executable.', }), ('it:reveng:funcstr', ('comp',\",\n \"'doc': 'A Mitre ATT&CK Software ID.', 'ex': 'S0154', }), ('it:dev:str',\",\n \"Identifier of the account.', }), ('groups', ('array', {'type': 'it:group'}), {\",\n \"host.', }), ('exe', ('file:bytes', {}), { 'doc': 'The file considered\",\n \"of the group.', }), ('desc', ('str', {}), { 'doc': 'A\",\n \"'doc': 'The file creation time.', }), ('mtime', ('time', {}), {\",\n \"that wrote to / modified the existing file.', }), ('host',\",\n \"'doc': 'The host running the process that bound the listening\",\n \"{}), { 'doc': 'The file that was read.', }), )),\",\n \"loglevels = ( (10, 'debug'), (20, 'info'), (30, 'notice'), (40,\",\n \"'doc': 'The username associated with the account', }), ('contact', ('ps:contact',\",\n \"}), ('name', ('str', {'lower': True}), { 'ro': True, 'doc': 'The\",\n \"{ 'doc': 'The IPv4 address specified to bind().' }), ('server:ipv6',\",\n \"prop) def getModelDefs(self): modl = { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer',\",\n \"string into an integer to allow version ordering. Prerelease information\",\n \"Provides support for parsing a semantic version string into its\",\n \"('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common Weaknesses\",\n \"IDs used by the group.', }), )), ('it:mitre:attack:tactic', {}, (\",\n \"registry. Typically the same host referenced in :proc, if present.',\",\n \"CPE 2.3 string.'}), ('update', ('str', {'lower': True, 'strip': True}), {\",\n \"s_types.Str.__init__(self, modl, name, info, opts) def _splitCpe23(self, text): part =\",\n \"the signature hit.', }), ('sig', ('it:av:sig', {}), { 'ro': True,\",\n \"('inet:passwd', {}), { 'doc': 'The (optional) clear text password for\",\n \"thread.', }), ('created', ('time', {}), { 'doc': 'The time the\",\n \"calculate the password hash.', }), ('hash:md5', ('hash:md5', {}), { 'doc':\",\n \"{ 'doc': 'The file creation time.', }), ('mtime', ('time', {}),\",\n \"{}, ( ('name', ('it:hostname', {}), { 'doc': 'The name of\",\n \"created.', }), ('name', ('it:dev:mutex', {}), { 'doc': 'The mutex string.',\",\n \"{}), { 'doc': 'The IPv4 of the client during the\",\n \"('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}), { 'ro': True, 'doc':\",\n \"false to indicate an unsuccessful logon attempt.', }), ('logoff:time', ('time',\",\n \"{ 'doc': 'The host where the account is registered.', }),\",\n \"}), )), ('it:sec:cpe', {}, ( ('part', ('str', {'lower': True, 'strip':\",\n \"), 'types': ( ('it:hostname', ('str', {'strip': True, 'lower': True}), {\",\n \"function.', }), )), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}), {\",\n \"as a match.'}), )), ('it:reveng:function', {}, ( ('name', ('str', {}),\",\n \"with this version instance.', }), ('software:name', ('str', {'lower': True, 'strip':\",\n \"update : edition : language : sw_edition : target_sw :\",\n \"the snort rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current\",\n \"may optionally be present in the axon.', }), )), ('it:exec:mutex',\",\n \"file that matched the YARA rule.'}), ('version', ('it:semver', {}), {\",\n \"{ 'part': parts[2], 'vendor': parts[3], 'product': parts[4], 'version': parts[5], 'update':\",\n \"True}), { 'ro': True, 'doc': 'The signature name.', }), ('sig:soft',\",\n \"{ 'doc': 'The path where the file was deleted.', }),\",\n \"}), )), ('it:logon', {}, ( ('time', ('time', {}), { 'doc':\",\n \"('author:acct', ('inet:web:acct', {}), { 'deprecated': True, 'doc': 'Web account of\",\n \"server when binding the port.' }), ('server:ipv4', ('inet:ipv4', {}), {\",\n \"are a member of this group.', }), ('posix:gid', ('int', {}),\",\n \"endpoint) or virtual (e.g., malware sandbox) host.', }), ('it:exec:thread', ('guid',\",\n \"= s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch) return valu loglevels\",\n \"name='bruteVersionStr', mesg='Unable to brute force version parts out of the\",\n \"'doc': 'The snort rule that matched the file.'}), ('flow', ('inet:flow',\",\n \"( ('org', ('ou:org', {}), { 'doc': 'Used to map an\",\n \"{}), { 'deprecated': True, 'doc': 'Person who authored the software.',\",\n \"the value is binary data.', }), )), ('it:prod:soft', {}, (\",\n \"}), ('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc': 'A function from\",\n \"('inet:port', {}), { 'doc': 'The client port during the URL\",\n \"process executing code that read the file.', }), ('host', ('it:host',\",\n \"present.', }), ('time', ('time', {}), { 'doc': 'The time the\",\n \"}), )), ('it:account', {}, ( ('user', ('inet:user', {}), { 'doc':\",\n \"{ 'doc': 'A GUID that represents a host or system.'\",\n \"the software is available from.', }), )), ('it:prod:softlib', {}, (\",\n \"'doc': 'The account that logged in.', }), ('creds', ('auth:creds', {}),\",\n \"'it:sec:cwe', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An\",\n \":path).', }), ('path:ext', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"password hash value.', }), ('hash:lm', ('hash:lm', {}), { 'doc': 'The\",\n \"}), ('client', ('inet:client', {}), { 'doc': 'The address of the\",\n \"the file triggered on.' }), ('sig:name', ('str', {'lower': True}), {\",\n \"'An external process which created the thread.', }), ('src:thread', ('it:exec:thread',\",\n \"time the mutex was created.', }), ('name', ('it:dev:mutex', {}), {\",\n \"{}), { 'ro': True, 'doc': 'The final component of the\",\n \"matching the function.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc':\",\n \"'doc': 'An array of URLs that document the ATT&CK mitigation.',\",\n \"base memory address where the map was created in the\",\n \"# pragma: no cover raise except Exception: logger.exception('Failed to brute\",\n \"}), ('it:log:event', ('guid', {}), { 'doc': 'A GUID representing an\",\n \"'A list of CVEs that apply to this software version.',\",\n \"True, 'doc': 'URL available on the host.', }), )), ('it:dev:str',\",\n \"'The file modification time.', }), ('atime', ('time', {}), { 'doc':\",\n \"product.', }), ('it:adid', ('str', {'lower': True, 'strip': True}), { 'doc':\",\n \"'doc': 'The value of the registry key, if the value\",\n \"the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The\",\n \"YARA rule match to a process.', }), ('it:app:snort:rule', ('guid', {}),\",\n \"loaded.', }), )), ('it:exec:mmap', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"{}), { 'doc': 'The time the thread was created.', }),\",\n \"the registry was written to.', }), ('reg', ('it:dev:regval', {}), {\",\n \"rule evaluated as a match.'}), )), ('it:reveng:function', {}, ( ('name',\",\n \"= iter(text) try: while True: c = next(genr) if c\",\n \"of the rule evaluated as a match.'}), )), ('it:reveng:function', {},\",\n \"code for the process.', }), ('user', ('inet:user', {}), { 'doc':\",\n \"the hit.'}), ('time', ('time', {}), { 'doc': 'The time of\",\n \"{ 'doc': 'A process executing on a host. May be\",\n \"description.', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':\",\n \"exited.', }), ('exitcode', ('int', {}), { 'doc': 'The exit code\",\n \"specific software version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib',\",\n \"this network.', }), ('net6', ('inet:net6', {}), { 'doc': 'The optional\",\n \"{}), { 'doc': 'The specific file containing code that requested\",\n \"pragma: no cover raise except Exception: logger.exception('Failed to brute force\",\n \"('time', {}), { 'doc': 'The time that the YARA engine\",\n \"(listening) TCP port.' }), )), ('it:fs:file', {}, ( ('host', ('it:host',\",\n \"annotate nodes included in this ATT&CK group ID.', 'ex': 'cno.mitre.g0100',\",\n \"the file was deleted.', }), ('path:dir', ('file:path', {}), { 'ro':\",\n \"), 'interfaces': ( ('it:host:activity', { 'props': ( ('exe', ('file:bytes', {}),\",\n \"CPE 2.3 string.'}), )), ('it:sec:cwe', {}, ( ('name', ('str', {}),\",\n \"'The given software requests the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields':\",\n \"* = \\\"any\\\" - = N/A ''' def __init__(self, modl,\",\n \"'The LM password hash value.', }), ('hash:ntlm', ('hash:ntlm', {}), {\",\n \"'doc': 'The executable file which caused the activity.'}), ('proc', ('it:exec:proc',\",\n \")), ('it:app:snort:rule', {}, ( ('text', ('str', {}), { 'doc': 'The\",\n \"IPv6 address of the flow that caused the hit.'}), ('src:port',\",\n \"'A unique command-line string.', 'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex',\",\n \"s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force version parts out of\",\n \"ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':\",\n \"of the flow that caused the hit.'}), ('dst', ('inet:addr', {}),\",\n \"to false to indicate an unsuccessful logon attempt.', }), ('logoff:time',\",\n \"from a filesystem.', }), ('it:exec:file:write', ('guid', {}), { 'doc': 'An\",\n \"other * = \\\"any\\\" - = N/A ''' def __init__(self,\",\n \"('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc':\",\n \"('str', {'lower': True}), { 'doc': 'A short description of the\",\n \"'Email address of the sofware author.', }), ('author:person', ('ps:person', {}),\",\n \"the process.' }), ('killedby', ('it:exec:proc', {}), { 'doc': 'The process\",\n \"rundll32.exe may be considered the \\\"main\\\" executable for DLLs loaded\",\n \"'The main process executing code that read the file.', }),\",\n \"'crit'), (70, 'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule): async def\",\n \"a software product which is present on a given host.',\",\n \"'A raw JSON record of the log event.', }), )),\",\n \"'emerg'), ) class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr)\",\n \"}), ('client:host', ('it:host', {}), { 'doc': 'The host where the\",\n \"{}), { 'doc': 'The specific file containing code that created\",\n \"to launch the process, including any command line parameters.', 'disp':\",\n \"with this version instance.', }), ('vers:norm', ('str', {'lower': True}), {\",\n \"of a function in an executable.', }), ('it:reveng:funcstr', ('comp', {'fields':\",\n \"('arch', ('it:dev:str', {}), { 'doc': 'Software architecture.', }), ('released', ('time',\",\n \"the \\\"main\\\" executable for DLLs loaded by that program.', }),\",\n \"{}), { 'ro': True, 'doc': 'The file that contains the\",\n \"operating system.'}), ('os', ('it:prod:softver', {}), {'ro': True, 'doc': 'The operating\",\n \"of the software was released.', }), ('semver', ('it:semver', {}), {\",\n \"{'ro': True, 'doc': 'The app software which listens for the\",\n \"authentication domain where the account is registered.', }), ('posix:uid', ('int',\",\n \"('str', {}), { 'doc': 'A free-form description of the host.',\",\n \"('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software which can\",\n \"}), ('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A\",\n \"read.', }), )), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"valu loglevels = ( (10, 'debug'), (20, 'info'), (30, 'notice'),\",\n \"program.', }), ('cmd', ('it:cmd', {}), { 'doc': 'The command string\",\n \"'doc': 'The SHA1 password hash value.', }), ('hash:sha256', ('hash:sha256', {}),\",\n \"deleted the file. May or may not be the same\",\n \"'The SHA512 password hash value.', }), ('hash:lm', ('hash:lm', {}), {\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"sw_edition\\\" field\",\n \"ATT&CK tactic.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse\",\n \"string used to launch the process, including any command line\",\n \"path to the executable of the process.', }), ('src:exe', ('file:path',\",\n \"{}), { 'doc': 'A GUID representing an individual log event.',\",\n \"('hash:sha512', ('hash:sha512', {}), { 'doc': 'The SHA512 password hash value.',\",\n \"process executing code that deleted data from the registry.', }),\",\n \"'strip': True}), { 'ro': True, 'doc': 'The file extension of\",\n \"that created the named pipe.', }), ('host', ('it:host', {}), {\",\n \"vendor : product : version : update : edition :\",\n \"('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc':\",\n \"('perms:write', ('bool', {}), { 'doc': 'True if the mmap is\",\n \"of the software.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The\",\n \"for the node.', }), ('os', ('it:prod:softver', {}), { 'doc': 'The\",\n \"'The main process executing code that wrote to the registry.',\",\n \"running the process that wrote to the registry. Typically the\",\n \"}), ('released', ('time', {}), { 'doc': 'Timestamp for when this\",\n \"'doc': 'The name of the snort rule.'}), ('version', ('it:semver', {}),\",\n \"('path', ('file:path', {}), { 'doc': 'The path that the library\",\n \"of flow that caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}), {\",\n \"version ordering. Prerelease information is disregarded for integer comparison purposes,\",\n \"'doc': 'The IPv6 address specified to bind().' }), ('server:port', ('inet:port',\",\n \"a snort rule hit.', }), ('it:reveng:function', ('guid', {}), { 'doc':\",\n \"field.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':\",\n \"was bound.', }), ('server', ('inet:server', {}), { 'doc': 'The inet:addr\",\n \"{ 'doc': 'A string representing a mutex.', }), ('it:dev:int', ('int',\",\n \"May be an actual (e.g., endpoint) or virtual (e.g., malware\",\n \"'Used to map an ATT&CK group to a synapse ou:org.',\",\n \"{ 'doc': 'The host running the process that wrote to\",\n \"('proc', ('it:exec:proc', {}), { 'doc': 'The process where the library\",\n \"('guid', {}), { 'doc': 'A GUID that represents a group\",\n \"('softver', ('it:prod:softver', {}), {'ro': True, 'doc': 'Software on the host.'})\",\n \"information associated with this account.', }), ('host', ('it:host', {}), {\",\n \"name within the namespace of an antivirus engine name.' }),\",\n \"{}), { 'doc': 'A function inside an executable.', }), ('it:reveng:filefunc',\",\n \"the domain.', }), ('desc', ('str', {}), { 'doc': 'A brief\",\n \"ATT&CK Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}),\",\n \"'An instance of a host requesting a URL.', }), ('it:exec:bind',\",\n \"specific file containing code that deleted the file. May or\",\n \"for YARA evaluation engines.'}), )), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule',\",\n \"that the file triggered on.' }), ('time', ('time', {}), {\",\n \"behavior.'}), ('complexity', ('int', {}), { 'doc': 'The complexity of the\",\n \"a member of.', }), )), ('it:group', {}, ( ('name', ('str',\",\n \"'The URL that documents the ATT&CK group.', }), ('tag', ('syn:tag',\",\n \"that information is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr)\",\n \"{ 'doc': 'A unique command-line string.', 'ex': 'foo.exe --dostuff bar',\",\n \"'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12],\",\n \"indicate an unsuccessful logon attempt.', }), ('logoff:time', ('time', {}), {\",\n \"loglevels}), { 'doc': 'A log level integer that increases with\",\n \"{}), { 'doc': 'The time the library was unloaded.', }),\",\n \"'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre\",\n \"of the ATT&CK mitigation.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',\",\n \"s_version.parseVersionParts(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to\",\n \"of the software is available from.', }), )), ('it:prod:softlib', {},\",\n \"for k, v in subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError:\",\n \"that wrote to the file. May or may not be\",\n \"the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other function\",\n \"the CPE 2.3 string.'}), ('vendor', ('ou:name', {}), { 'ro': True,\",\n \"this CWE to a full description.', }), ('parents', ('array', {'type':\",\n \"{'type': 'it:mitre:attack:software', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc':\",\n \"True, 'onespace': True}), { 'doc': 'The name of the group.',\",\n \"','}), { 'doc': 'An array of ChildOf CWE Relationships.' }),\",\n \"included in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array',\",\n \"to a process.', }), ('it:app:snort:rule', ('guid', {}), { 'doc': 'A\",\n \"True, 'doc': 'The \\\"vendor\\\" field from the CPE 2.3 string.'}),\",\n \"function calls within the scope of the function.', }), )),\",\n \"'doc': 'The name of the group.', }), ('desc', ('str', {}),\",\n \"'doc': 'The duration of the logon session.', }), ('client:host', ('it:host',\",\n \"executing code that bound the listening port.', }), ('host', ('it:host',\",\n \"{ 'doc': 'The main process executing code that created the\",\n \"advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An android\",\n \"('loaded', ('time', {}), { 'doc': 'The time the library was\",\n \"'The path that the library was loaded from.', }), ('file',\",\n \"which listens for the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro':\",\n \"self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute force the version\",\n \"with the account', }), ('contact', ('ps:contact', {}), { 'doc': 'Additional\",\n \"'The host where the group is registered.', }), ('domain', ('it:domain',\",\n \"True}), { 'doc': 'The name of the network.', }), ('desc',\",\n \"}), ('time', ('time', {}), { 'doc': 'The time the port\",\n \"'doc': 'The client port during the URL retrieval..' }), )),\",\n \"{ 'doc': 'The specific file containing code that wrote to\",\n \"IPv4 where the logon originated.', }), ('client:ipv6', ('inet:ipv6', {}), {\",\n \"host deleting a file from a filesystem.', }), ('it:exec:file:read', ('guid',\",\n \"ATT&CK technique IDs used by the group.', }), ('software', ('array',\",\n \"}), ('success', ('bool', {}), { 'doc': 'Set to false to\",\n \"('desc', ('str', {}), { 'doc': 'A description of the software.',\",\n \"= \\\"any\\\" - = N/A ''' def __init__(self, modl, name,\",\n \"try: valu, subs = self.bruteVersionStr(prop) await node.set('semver', valu) for k,\",\n \"to the POSIX account's default shell.\\\", 'ex': '/bin/bash', }), ('windows:sid',\",\n \"}), ), 'interfaces': ( ('it:host:activity', { 'props': ( ('exe', ('file:bytes',\",\n \"'doc': 'A Mitre ATT&CK Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software',\",\n \"array of ATT&CK technique IDs addressed by the mitigation.', }),\",\n \"('it:exec:reg:get', ('guid', {}), { 'doc': 'An instance of a host\",\n \"{}), { 'doc': 'The time the memory map was created.',\",\n \"'A process executing on a host. May be an actual\",\n \"('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows Security Identifier of\",\n \"('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split': ','}), {\",\n \"the process that wrote to the registry. Typically the same\",\n \"{ 'doc': 'A snort rule unique identifier.', }), ('it:app:snort:hit', ('guid',\",\n \"valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string is expected to start\",\n \"'doc': 'The primary group ID of the account.', 'ex': '1001',\",\n \"ATT&CK technique.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse\",\n \"'The address of the client during the URL retrieval.' }),\",\n \"{}), { 'doc': 'The base memory address where the library\",\n \"contain the current value for the technique.', }), ('desc', ('str',\",\n \"'doc': 'The specific file containing code that read the file.\",\n \"full description.', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {\",\n \"'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc': 'The given software broadcasts\",\n \"('inet:user', {}), { 'doc': 'The group owner of the file.',\",\n \"'doc': 'An array of URLs that document the ATT&CK technique.',\",\n \"software.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}),\",\n \"filesystem.', }), ('it:exec:reg:get', ('guid', {}), { 'doc': 'An instance of\",\n \"def _onFormMakeDevStr(self, node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async\",\n \"account logged in to.', }), ('account', ('it:account', {}), { 'doc':\",\n \"{}), { 'doc': 'The main process executing code that deleted\",\n \"('str', {'lower': True}), { 'doc': 'Normalized version of the version\",\n \"{ 'doc': 'The synapse tag used to annotate nodes included\",\n \"of the domain.', }), ('org', ('ou:org', {}), { 'doc': 'The\",\n \"'doc': 'The host where the account is registered.', }), ('domain',\",\n \"{ 'doc': 'The time the data from the registry was\",\n \"'The primary name for the ATT&CK mitigation.', }), ('desc', ('str',\",\n \"by a process at runtime.', }), ('it:exec:pipe', ('guid', {}), {\",\n \"'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST\",\n \"import asyncio import logging import synapse.exc as s_exc import synapse.lib.types\",\n \"'The path where the file was created.', }), ('path:dir', ('file:path',\",\n \"intent which is listened for by the app.'}), )), ('it:os:android:ibroadcast',\",\n \"given host.', }), )), ('it:log:event', {}, ( ('mesg', ('str', {}),\",\n \"}), ('it:exec:pipe', ('guid', {}), { 'doc': 'A named pipe created\",\n \"'A reference to a string inside a function.', }), ('it:reveng:impfunc',\",\n \"}), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'The SHA256 password hash\",\n \"'doc': 'The YARA rule that matched the file.'}), ('file', ('file:bytes',\",\n \"considered the \\\"main\\\" executable for the process. For example, rundll32.exe\",\n \"{}), { 'doc': 'The sensor host node that produced the\",\n \"version.'}), ('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), {\",\n \"subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string\",\n \"'doc': 'A reference URL for information about the signature.', })\",\n \"('str', {}), { 'doc': 'A description of the ATT&CK group.',\",\n \"ATT&CK group to a synapse ou:org.', }), ('name', ('ou:name', {}),\",\n \"'it:group'}), { 'doc': 'An array of groups that the account\",\n \"'doc': 'Email address of the sofware author.', }), ('author:person', ('ps:person',\",\n \"return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int): ''' Provides support for\",\n \"'The current version of the rule.'}), ('enabled', ('bool', {}), {\",\n \"ATT&CK software IDs used by the group.', }), )), ('it:mitre:attack:tactic',\",\n \"named pipe. May or may not be the same :exe\",\n \"'doc': 'The authentication domain that the host is a member\",\n \"node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node, oldv): # Check to\",\n \"True, 'doc': 'The software which can run on the operating\",\n \"'doc': 'Calls to imported library functions within the scope of\",\n \"the mmap is mapped with execute permissions.', }), ('created', ('time',\",\n \"('exe', ('file:bytes', {}), { 'doc': 'The executable file which caused\",\n \"'sorted': True, 'split': ','}), { 'doc': 'An array of ATT&CK\",\n \"\\\"vendor\\\" field from the CPE 2.3 string.'}), ('product', ('str', {'lower':\",\n \"'doc': 'The guid matching the function.'}), ('file', ('file:bytes', {}), {\",\n \"registry was read.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The\",\n \"which caused the activity.'}), ('thread', ('it:exec:thread', {}), { 'doc': 'The\",\n \"an individual log event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}),\",\n \"URL was requested.', }), ('url', ('inet:url', {}), { 'doc': 'The\",\n \"{ 'ro': True, 'doc': 'The file that matched the YARA\",\n \"tactic.', }), )), ('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip': True}),\",\n \"software product.', }), ('it:adid', ('str', {'lower': True, 'strip': True}), {\",\n \"{}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main process\",\n \"('guid', {}), { 'doc': 'A arbitrary, unversioned software product.', }),\",\n \"integer comparison purposes, as we cannot map an arbitrary pre-release\",\n \"node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str',\",\n \"{}), { 'doc': 'A GUID that represents a host or\",\n \"broadcasts the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc':\",\n \"True, 'strip': True}), { 'doc': 'An advertising identification string.'}), ('it:os:windows:sid',\",\n \"c except StopIteration: parts.append(part) return parts def _normPyStr(self, valu): if\",\n \"('duration', {}), { 'doc': 'The duration of the logon session.',\",\n \"that document the CVE ID.', }), )), ('it:sec:cpe', {}, (\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"language\\\"\",\n \"as integers, with a max width of 20 bits. The\",\n \"ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If deprecated,\",\n \"{}), { 'doc': 'The inet:flow that matched the snort rule.'}),\",\n \"that caused the hit.'}), ('dst:port', ('inet:port', {}), { 'doc': 'The\",\n \"('guid', {}), { 'doc': 'A GUID that represents an individual\",\n \"}), ('semver:pre', ('str', {}), { 'doc': 'Semver prerelease string.', }),\",\n \"'The source IPv4 address of the flow that caused the\",\n \"{'subs': subs} class SemVer(s_types.Int): ''' Provides support for parsing a\",\n \"{ 'doc': 'An instance of a host adding a file\",\n \"('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The\",\n \"'doc': 'A URL linking this CWE to a full description.',\",\n \"('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split': ','}),\",\n \"{'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The given\",\n \"the existing file.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"a member of this group.', }), ('posix:gid', ('int', {}), {\",\n \"('it:app:yara:rule', {}, ( ('text', ('str', {}), { 'doc': 'The YARA\",\n \"c == '\\\\\\\\': c += next(genr) if c == ':':\",\n \"{ 'deprecated': True, 'doc': 'Person who authored the software.', }),\",\n \"the software author.', }), ('author:email', ('inet:email', {}), { 'deprecated': True,\",\n \"('name', ('str', {'lower': True})))}), { 'doc': 'A signature name within\",\n \"{ 'doc': 'A Mitre ATT&CK Mitigation ID.', 'ex': 'M1036', }),\",\n \"'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {\",\n \"'doc': 'The file extension of the file name (parsed from\",\n \"}), ('it:host', ('guid', {}), { 'doc': 'A GUID that represents\",\n \"network.', }), ('org', ('ou:org', {}), { 'doc': 'The org that\",\n \"of this network.', }), )), ('it:account', {}, ( ('user', ('inet:user',\",\n \"('it:group', {}, ( ('name', ('str', {'lower': True, 'strip': True, 'onespace':\",\n \"'The path where the file was read.', }), ('path:dir', ('file:path',\",\n \"requested the URL.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The\",\n \"from the CPE 2.3 string.'}), ('version', ('str', {'lower': True, 'strip':\",\n \"k, v in subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError: #\",\n \"deleting a registry key.', }), ('it:app:yara:rule', ('guid', {}), { 'doc':\",\n \"an imported library.', }), ), 'interfaces': ( ('it:host:activity', { 'props':\",\n \"flow that caused the hit.'}), ('src:port', ('inet:port', {}), { 'doc':\",\n \"}), ('it:exec:bind', ('guid', {}), { 'doc': 'An instance of a\",\n \"('ou:org', {}), { 'deprecated': True, 'doc': 'Organization which authored the\",\n \"{}), { 'doc': 'The time the registry was written to.',\",\n \"was loaded in the process.', }), ('loaded', ('time', {}), {\",\n \"('it:dev:mutex', {}), { 'doc': 'The mutex string.', }), )), ('it:exec:pipe',\",\n \"'The file creation time.', }), ('mtime', ('time', {}), { 'doc':\",\n \"name of the process owner.', }), ('path', ('file:path', {}), {\",\n \"{ 'doc': 'The host running the process that requested the\",\n \"Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc':\",\n \"{}), { 'doc': 'The file that was modified.', }), )),\",\n \"host or system.', }), ('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}),\",\n \"build string.', }), ('url', ('inet:url', {}), { 'doc': 'URL where\",\n \"'doc': 'The NIST CPE 2.3 string specifying this software.', }),\",\n \"that created the new file. Typically the same host referenced\",\n \"it's normed valu prop = node.get('vers') if not prop: return\",\n \"of the registry key, if the value is binary data.',\",\n \"file.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'A SHA256 hash\",\n \"'doc': 'The process that matched the YARA rule.'}), ('time', ('time',\",\n \"True, 'doc': 'The \\\"edition\\\" field from the CPE 2.3 string.'}),\",\n \"disregarded for integer comparison purposes, as we cannot map an\",\n \"Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), {\",\n \"{ 'doc': 'The host on which the activity occurred.'}), ('time',\",\n \"was deleted.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry\",\n \"('update', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"{}), {'ro': True, 'doc': 'The software which can run on\",\n \"('norm', ('str', {'lower': True}), { 'doc': 'Lower case normalized version\",\n \"'doc': 'The complexity of the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}),\",\n \"key.', }), ('it:exec:reg:set', ('guid', {}), { 'doc': 'An instance of\",\n \"tactic.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':\",\n \"a string.', }), ('int', ('it:dev:int', {}), { 'doc': 'The value\",\n \"concerning the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls\",\n \"'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An iOS advertising\",\n \"'The name of the domain.', }), ('desc', ('str', {}), {\",\n \"('hash:md5', ('hash:md5', {}), { 'doc': 'The MD5 password hash value.',\",\n \"the software.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted':\",\n \"('time', {}), { 'doc': 'The time the process exited.', }),\",\n \"'S0154', }), ('it:dev:str', ('str', {}), { 'doc': 'A developer-selected string.'\",\n \"activity.'}), ('thread', ('it:exec:thread', {}), { 'doc': 'The host thread which\",\n \"('function', 'it:reveng:function'))}), { 'doc': 'An instance of a function in\",\n \"unique command-line string.', 'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid',\",\n \"brute force version string [%s]', prop) def getModelDefs(self): modl =\",\n \"'doc': 'The main process executing code that requested the URL.',\",\n \"}), ('host', ('it:host', {}), { 'doc': 'The host that the\",\n \"owner.', }), ('path', ('file:path', {}), { 'doc': 'The path to\",\n \"a match.'}), )), ('it:reveng:function', {}, ( ('name', ('str', {}), {\",\n \"contiguous IPv4 address range of this network.', }), ('net6', ('inet:net6',\",\n \"'doc': 'The \\\"target_hw\\\" field from the CPE 2.3 string.'}), ('other',\",\n \"prop) # Make it:dev:str from version str await node.snap.addNode('it:dev:str', prop)\",\n \"{'type': 'str', 'uniq': True, 'sorted': True}), { 'doc': 'Associated names\",\n \"{}), { 'doc': 'The path where the file was read.',\",\n \"string.' }), ('it:dev:pipe', ('str', {}), { 'doc': 'A string representing\",\n \"last known ipv4 address for the host.' }), ('latlong', ('geo:latlong',\",\n \"software.', }), )), ('it:mitre:attack:mitigation', {}, ( # TODO map to\",\n \"2.3 string specifying this software.', }), ('author', ('ps:contact', {}), {\",\n \"('version', ('it:semver', {}), { 'doc': 'The most recent version of\",\n \"main process executing code that wrote to the registry.', }),\",\n \"{}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {},\",\n \"system.', }), ('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc':\",\n \"'doc': 'The specific file containing code that created the named\",\n \"distributed by a specific software version.'}), ('it:prod:softlib', ('comp', {'fields': (\",\n \"('it:reveng:function', ('guid', {}), { 'doc': 'A function inside an executable.',\",\n \"('semver:minor', ('int', {}), { 'doc': 'Version minor number.', }), ('semver:patch',\",\n \"the registry was read.', }), ('reg', ('it:dev:regval', {}), { 'doc':\",\n \"used to calculate the password hash.', }), ('hash:md5', ('hash:md5', {}),\",\n \"key.', }), ('str', ('it:dev:str', {}), { 'doc': 'The value of\",\n \"process exited.', }), ('exitcode', ('int', {}), { 'doc': 'The exit\",\n \"('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The android app which\",\n \"String', }), ), 'types': ( ('it:hostname', ('str', {'strip': True, 'lower':\",\n \"'A specific version of a software product.'}), ('it:prod:softfile', ('comp', {'fields':\",\n \"ATT&CK group.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {\",\n \"'The duration of the logon session.', }), ('client:host', ('it:host', {}),\",\n \"ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc':\",\n \"which is listened for by the app.'}), )), ('it:os:android:ibroadcast', {},\",\n \"('it:prod:softlib', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc':\",\n \"Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), {\",\n \"path of the file.'}), )), ('it:hostsoft', {}, ( ('host', ('it:host',\",\n \"engines.'}), )), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}), { 'ro':\",\n \")), ('it:dev:str', {}, ( ('norm', ('str', {'lower': True}), { 'doc':\",\n \"'The size of the memory map in bytes.', }), ('perms:read',\",\n \"{ 'doc': 'The inet:flow that matched the snort rule.'}), ('src',\",\n \"''' def __init__(self, modl, name, info, opts): opts['lower'] = True\",\n \"time for the process.', }), ('exited', ('time', {}), { 'doc':\",\n \"key, if the value is binary data.', }), )), ('it:prod:soft',\",\n \"present in the axon.', }), )), ('it:exec:mutex', {}, ( ('proc',\",\n \"host running the process that deleted data from the registry.\",\n \"a specific antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}), { 'doc':\",\n \"{}), { 'doc': 'The time of the network flow that\",\n \"('it:account', ('guid', {}), { 'doc': 'A GUID that represents an\",\n \"{}), { 'doc': 'An iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid',\",\n \"('author:email', ('inet:email', {}), { 'deprecated': True, 'doc': 'Email address of\",\n \"file was written to/modified.', }), ('path', ('file:path', {}), { 'doc':\",\n \"'The host running the process that deleted the file. Typically\",\n \"}), )), ('it:log:event', {}, ( ('mesg', ('str', {}), { 'doc':\",\n \"'The host running the process that deleted data from the\",\n \"'doc': 'The host that executed the process. May be an\",\n \"'doc': 'The host running the process that deleted data from\",\n \"('semver', ('it:semver', {}), { 'doc': 'System normalized semantic version number.',\",\n \"'version': parts[5], 'update': parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9],\",\n \"of the account.', 'ex': '1001', }), ('posix:gecos', ('int', {}), {\",\n \"used to annotate nodes included in this ATT&CK software.', 'ex':\",\n \"a subs dictionary. ''' try: valu, info = self.core.model.type('it:semver').norm(valu) subs\",\n \"('inet:addr', {}), { 'doc': 'The destination address of the trigger.'}),\",\n \"'doc': 'The \\\"other\\\" field from the CPE 2.3 string.'}), )),\",\n \"string.'}), ('vendor', ('ou:name', {}), { 'ro': True, 'doc': 'The \\\"vendor\\\"\",\n \"from an imported library.', }), ), 'interfaces': ( ('it:host:activity', {\",\n \"rule match to a process.', }), ('it:app:snort:rule', ('guid', {}), {\",\n \"DLLs loaded by that program.', }), ('cmd', ('it:cmd', {}), {\",\n \"'types': ( ('it:hostname', ('str', {'strip': True, 'lower': True}), { 'doc':\",\n \"the mitigation.', }), )), ('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()),\",\n \"{ 'doc': 'The main process executing code that requested the\",\n \"for the ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}), { 'doc':\",\n \"as a semver.') if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name,\",\n \"broadcasts the given Android intent.'}), ('it:prod:softver', ('guid', {}), { 'doc':\",\n \"account.', }), ('host', ('it:host', {}), { 'doc': 'The host where\",\n \"True}), { 'doc': 'Associated names for the ATT&CK software.', }),\",\n \"'A reference URL for information about the signature.', }) )),\",\n \"map was created.', }), ('deleted', ('time', {}), { 'doc': 'The\",\n \"{ 'doc': 'The path that the library was loaded from.',\",\n \"boundary of authentication and configuration such as a windows domain.'\",\n \"True}), { 'doc': 'The primary name for the ATT&CK tactic.',\",\n \"'doc': 'The file that contains the function.'}), ('va', ('int', {}),\",\n \"opts = {'vars': {'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts)\",\n \"{ 'doc': 'A function inside an executable.', }), ('it:reveng:filefunc', ('comp',\",\n \"where a specific version of the software is available from.',\",\n \"('time', {}), { 'doc': 'The time the library was loaded.',\",\n \"('it:av:prochit', ('guid', {}), { 'doc': 'An instance of a process\",\n \"on.' }), ('sig:name', ('str', {'lower': True}), { 'ro': True, 'doc':\",\n \"tactic.', }), ('desc', ('str', {}), { 'doc': 'A description of\",\n \"an executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}),\",\n \"time the file was read.', }), ('path', ('file:path', {}), {\",\n \"of URLs that document the CVE ID.', }), )), ('it:sec:cpe',\",\n \"calls within the scope of the function.', }), )), ('it:reveng:funcstr',\",\n \"('bool', {}), { 'doc': 'The rule enabled status to be\",\n \"YARA rule.'}), ('time', ('time', {}), { 'doc': 'The time that\",\n \"compatible with the given os software version.'}), ('it:hostsoft', ('comp', {'fields':\",\n \"'doc': 'Contact info for the author of the YARA rule.'}),\",\n \"'doc': 'The source address of flow that caused the hit.'}),\",\n \"('time', {}), { 'doc': 'The time the logon occured.', }),\",\n \"as s_types import synapse.lib.module as s_module import synapse.lib.version as s_version\",\n \")), ('it:prod:soft', {}, ( ('name', ('str', {'lower': True, 'strip': True}),\",\n \"'doc': 'The \\\"target_sw\\\" field from the CPE 2.3 string.'}), ('target_hw',\",\n \"{}), { 'doc': 'The most recent version of the rule\",\n \"{'type': 'ou:name', 'uniq': True, 'sorted': True}), { 'doc': 'An array\",\n \"# Set vers:norm and make it's normed valu prop =\",\n \"('inet:ipv4', {}), { 'doc': 'The IPv4 where the logon originated.',\",\n \"{'ro': True, 'doc': 'The app software which broadcasts the android\",\n \"'The client port during the URL retrieval..' }), )), ('it:exec:bind',\",\n \"('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST CPE 2.3 string\",\n \"subs = {'major': major, 'minor': minor, 'patch': patch} return valu,\",\n \"the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The destination IPv4\",\n \"version instance.', }), ('software:name', ('str', {'lower': True, 'strip': True}), {\",\n \"a host deleting a file from a filesystem.', }), ('it:exec:file:read',\",\n \"{ 'doc': 'A file on a host.' }), ('it:exec:file:add', ('guid',\",\n \"'doc': 'The YARA rule that matched the file.'}), ('proc', ('it:exec:proc',\",\n \"info, opts) def _splitCpe23(self, text): part = '' parts =\",\n \"{}), { 'doc': 'The IPv4 address specified to bind().' }),\",\n \"that triggered an alert on a specific antivirus signature.', }),\",\n \"source address of flow that caused the hit.'}), ('src:ipv4', ('inet:ipv4',\",\n \"the network.', }), ('desc', ('str', {}), { 'doc': 'A brief\",\n \"}), ('desc:short', ('str', {'lower': True}), { 'doc': 'A short description\",\n \"'doc': 'The android intent which is listened for by the\",\n \"if subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute\",\n \"{ 'ro': True, 'doc': 'The signature that the file triggered\",\n \"identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}), { 'doc': 'A Microsoft\",\n \"instance of a host deleting a registry key.', }), ('it:app:yara:rule',\",\n \"'doc': 'An array of ATT&CK technique IDs used by the\",\n \"'doc': 'A signature name within the namespace of an antivirus\",\n \"('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK Technique ID.',\",\n \"brute force version parts out of the string') if subs:\",\n \"{}), { 'doc': 'A GUID that represents a logical network.'\",\n \"the semver properly or bruteforce parts try: valu, subs =\",\n \"{}), { 'doc': 'The GECOS field for the POSIX account.',\",\n \"{'vars': {'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes:\",\n \"namespace of an antivirus engine name.' }), ('it:av:filehit', ('comp', {'fields':\",\n \"}), )), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"mesg = f'CPE 2.3 string has {len(parts)} parts, expected 13.'\",\n \"'A file is distributed by a specific software version.'}), ('it:prod:softlib',\",\n \"which killed this process.', }), )), ('it:exec:thread', {}, ( ('proc',\",\n \"valu): if not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string is\",\n \"'doc': 'The primary name for the ATT&CK group.', }), ('names',\",\n \"True}), { 'doc': 'The primary name for the ATT&CK software.',\",\n \"file path if the mmap is a mapped view of\",\n \"thread was created.', }), ('exited', ('time', {}), { 'doc': 'The\",\n \"parts out of the string') if subs: valu = s_version.packVersion(subs.get('major'),\",\n \"the given domain.', }), )), ('it:network', {}, ( ('name', ('str',\",\n \"product : version : update : edition : language :\",\n \")), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"\\\"main\\\" executable for the process. For example, rundll32.exe may be\",\n \"('it:app:snort:rule', ('guid', {}), { 'doc': 'A snort rule unique identifier.',\",\n \"('file:path', {}), { 'doc': 'The file path if the mmap\",\n \"a password hash.', }), ('it:exec:proc', ('guid', {}), { 'doc': 'A\",\n \"{}), { 'doc': 'The thread which created this thread.', }),\",\n \"triggered on.' }), ('time', ('time', {}), { 'doc': 'The time\",\n \"memory map was deleted.', }), ('path', ('file:path', {}), { 'doc':\",\n \"from the CPE 2.3 string.'}), ('edition', ('str', {'lower': True, 'strip':\",\n \"Microsoft Windows Security Identifier of the group.', }), )), ('it:logon',\",\n \"version contains a library software version.'}), ('it:prod:softos', ('comp', {'fields': (\",\n \"is a member of.', }), )), ('it:group', {}, ( ('name',\",\n \"'doc': 'An array of strings referenced within the function.', }),\",\n \"{ 'doc': 'The time that the activity started.'}), ), }),\",\n \"from the CPE 2.3 string.'}), ('product', ('str', {'lower': True, 'strip':\",\n \"'An array of URLs that document the ATT&CK technique.', }),\",\n \"version.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted': True}),\",\n \"True, 'doc': 'The software which distributes the file.'}), ('file', ('file:bytes',\",\n \"}), )), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}), { 'doc':\",\n \"< 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative integer\",\n \"{}), { 'doc': 'The function rank score used to evaluate\",\n \"status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc':\",\n \"'Calls to imported library functions within the scope of the\",\n \"ATT&CK software to a synapse it:prod:soft.', }), ('name', ('str', {'strip':\",\n \"+= next(genr) if c == ':': parts.append(part) part = ''\",\n \"'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre\",\n \"the group.', }), )), ('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip':\",\n \"names for the ATT&CK group.', }), ('desc', ('str', {}), {\",\n \"'Host with the software.'}), ('softver', ('it:prod:softver', {}), {'ro': True, 'doc':\",\n \"number of the host.', }), ('operator', ('ps:contact', {}), { 'doc':\",\n \"2.3 string.'}), ('language', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"{}), { 'doc': 'An instance of a host writing a\",\n \"host.', }), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower':\",\n \"YARA rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str', {}),\",\n \"'The version of the rule at the time of match.'}),\",\n \"'doc': 'A description of the ATT&CK group.', 'disp': {'hint': 'text'},\",\n \"{}, ( ('text', ('str', {}), { 'doc': 'The YARA rule\",\n \"client port during the URL retrieval..' }), )), ('it:exec:bind', {},\",\n \"('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Group\",\n \"software.', }), ('author:org', ('ou:org', {}), { 'deprecated': True, 'doc': 'Organization\",\n \"string.'}), )), ('it:sec:cwe', {}, ( ('name', ('str', {}), { 'doc':\",\n \"'target_hw': parts[11], 'other': parts[12], } return ':'.join(parts), {'subs': subs} class\",\n \"this software version', }), ('cves', ('array', {'type': 'it:sec:cve', 'uniq': True,\",\n \"org or person who authored the software.', }), ('author:org', ('ou:org',\",\n \"( ('function', ('it:reveng:function', {}), { 'ro': True, 'doc': 'The guid\",\n \"('version', ('it:semver', {}), { 'doc': 'The current version of the\",\n \"'The signature name.', }), ('sig:soft', ('it:prod:soft', {}), { 'ro': True,\",\n \"process that created the new file. Typically the same host\",\n \"'doc': 'A function inside an executable.', }), ('it:reveng:filefunc', ('comp', {'fields':\",\n \"the function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to\",\n \"be present in the axon.', }), )), ('it:exec:mutex', {}, (\",\n \"the ATT&CK tactic.', }), ('tag', ('syn:tag', {}), { 'doc': 'The\",\n \"('ou:name', {}), { 'ro': True, 'doc': 'The \\\"vendor\\\" field from\",\n \"process that deleted the file. Typically the same host referenced\",\n \"'doc': 'A thread executing in a process.', }), ('it:exec:loadlib', ('guid',\",\n \"given software listens for an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields':\",\n \"was modified.', }), )), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"at runtime.', }), ('it:exec:pipe', ('guid', {}), { 'doc': 'A named\",\n \"( ('name', ('str', {'lower': True, 'strip': True}), { 'doc': 'Name\",\n \"{'ro': True, 'doc': 'The software which can run on the\",\n \"of URLs that document the ATT&CK tactic.', }), )), ('it:mitre:attack:technique',\",\n \"ATT&CK technique IDs addressed by the mitigation.', }), )), ('it:dev:int',\",\n \"array of alternate names for the ATT&CK group.', }), ('desc',\",\n \"severity.', }), ('data', ('data', {}), { 'doc': 'A raw JSON\",\n \"'doc': 'The owner of the file.', }), ('group', ('inet:user', {}),\",\n \"'ro': True, 'doc': 'The final component of the file path\",\n \"()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}),\",\n \"{}), { 'doc': 'The file path if the mmap is\",\n \"string.'}), ('other', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"may be considered the \\\"main\\\" executable for DLLs loaded by\",\n \"was mapped.', }), ('va', ('int', {}), { 'doc': 'The base\",\n \"authentication and configuration such as a windows domain.' }), ('it:account',\",\n \"'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A\",\n \"android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm',\",\n \"host.'}) )), ('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}), { 'ro':\",\n \"'doc': 'An array of URLs that document the ATT&CK tactic.',\",\n \"}), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows Security\",\n \"repr(self, valu): major, minor, patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major,\",\n \"('exited', ('time', {}), { 'doc': 'The time the thread exited.',\",\n \"( ('soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus\",\n \"account', }), ('contact', ('ps:contact', {}), { 'doc': 'Additional contact information\",\n \"{ 'doc': 'A YARA rule match to a file.', }),\",\n \"\\\"update\\\" field from the CPE 2.3 string.'}), ('edition', ('str', {'lower':\",\n \"'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The software version is known\",\n \"('guid', {}), { 'doc': 'An instance of a host reading\",\n \"'doc': 'The primary name for the ATT&CK tactic.', }), ('desc',\",\n \"def _onPropSoftverArch(self, node, oldv): # make it:dev:str for arch prop\",\n \"{ 'doc': 'A description of the software.', 'disp': {'hint': 'text'},\",\n \"valu, subs = self.bruteVersionStr(prop) await node.set('semver', valu) for k, v\",\n \"the POSIX account's home directory.\\\", 'ex': '/home/visi', }), ('posix:shell', ('file:path',\",\n \"value that was read.', }), )), ('it:exec:reg:set', {}, ( ('proc',\",\n \"valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs': subs} def\",\n \"the executable of the process.', }), ('src:exe', ('file:path', {}), {\",\n \"if prop: opts = {'vars': {'soft': prop}} nodes = await\",\n \"if not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string is expected\",\n \"node.set('vers:norm', prop) # Make it:dev:str from version str await node.snap.addNode('it:dev:str',\",\n \"to attempt to get version information for. Notes: This first\",\n \"{ 'ro': True, 'doc': 'The \\\"language\\\" field from the CPE\",\n \"'doc': 'The IPv6 where the logon originated.', }), )), ('it:hosturl',\",\n \"version.', }), ('vers', ('it:dev:str', {}), { 'doc': 'Version string associated\",\n \"iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An\",\n \"'doc': 'The current version of the rule.'}), )), ('it:app:snort:hit', {},\",\n \"'Name of the software.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq':\",\n \"}), ('desc', ('str', {}), { 'doc': 'A brief description of\",\n \"created the named pipe. Typically the same host referenced in\",\n \"URLs that document the ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {},\",\n \"('it:exec:loadlib', ('guid', {}), { 'doc': 'A library load event in\",\n \"'doc': 'The host running the process that read the file.\",\n \"known to be compatible with the given os software version.'}),\",\n \"'doc': 'An array of techniques used by the software.', }),\",\n \"of strings referenced within the function.', }), )), ('it:reveng:filefunc', {},\",\n \"it exhibits interesting behavior.'}), ('complexity', ('int', {}), { 'doc': 'The\",\n \"opts) def _splitCpe23(self, text): part = '' parts = []\",\n \"account on a host or network.' }), ('it:group', ('guid', {}),\",\n \"{}), { 'doc': 'The specific file containing code that deleted\",\n \"('time', {}), { 'doc': 'The time the thread was created.',\",\n \"('str', {'regex': r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}), { 'doc': 'A Microsoft Windows Security Identifier.',\",\n \"the registry. May or may not be the same :exe\",\n \"of Input (Classic Buffer Overflow)', }), ('desc', ('str', {}), {\",\n \"'A signature name within the namespace of an antivirus engine\",\n \"guid matching the function.'}), ('file', ('file:bytes', {}), { 'ro': True,\",\n \"('names', ('array', {'type': 'ou:name', 'uniq': True, 'sorted': True}), { 'doc':\",\n \"('it:prod:softver', {}), { 'doc': 'The operating system of the host.'\",\n \"{ 'doc': 'The specific file containing code that created the\",\n \"( # TODO map to an eventual risk:mitigation ('name', ('str',\",\n \"for the ATT&CK tactic.', }), ('desc', ('str', {}), { 'doc':\",\n \"data.', }), )), ('it:prod:soft', {}, ( ('name', ('str', {'lower': True,\",\n \"logging import synapse.exc as s_exc import synapse.lib.types as s_types import\",\n \"url.', }), ('url', ('inet:url', {}), { 'ro': True, 'doc': 'URL\",\n \"the account is registered.', }), ('domain', ('it:domain', {}), { 'doc':\",\n \"('loc', ('loc', {}), { 'doc': 'The geo-political location string for\",\n \"'doc': 'A string representing a named pipe.', }), ('it:dev:mutex', ('str',\",\n \"(e.g., malware sandbox) host.', }), ('it:exec:thread', ('guid', {}), { 'doc':\",\n \"'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr)\",\n \"ATT&CK group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted':\",\n \"of the host.', }), ('org', ('ou:org', {}), { 'doc': 'The\",\n \"('it:os:android:perm', {}), {'ro': True, 'doc': 'The android permission requested by\",\n \"to the executable of the process.', }), ('src:exe', ('file:path', {}),\",\n \"'doc': 'The time the library was unloaded.', }), ('path', ('file:path',\",\n \"from the registry was deleted.', }), ('reg', ('it:dev:regval', {}), {\",\n \"parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw':\",\n \"version of the rule evaluated as a match.'}), )), ('it:app:yara:procmatch',\",\n \"data from the registry. Typically the same host referenced in\",\n \"host.', }), )), ('it:dev:str', {}, ( ('norm', ('str', {'lower': True}),\",\n \"matched the YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The\",\n \"'doc': 'An array of URLs that document the ATT&CK software.',\",\n \"annotate nodes included in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }),\",\n \"{ 'doc': 'The main process executing code that bound the\",\n \"number.', }), ('semver:minor', ('int', {}), { 'doc': 'Version minor number.',\",\n \"('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc': 'A function from an\",\n \"software version.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST\",\n \"('it:host', {}), { 'doc': 'The host running the process that\",\n \"of URLs that document the ATT&CK mitigation.', }), ('addresses', ('array',\",\n \"string.'}), ('target_sw', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"('src:proc', ('it:exec:proc', {}), { 'doc': 'The process which created the\",\n \"{}), {'ro': True, 'doc': 'The operating system which the software\",\n \"'doc': 'The size of the memory map in bytes.', }),\",\n \"{ 'doc': 'The time the registry was written to.', }),\",\n \"}), ('client:port', ('inet:port', {}), { 'doc': 'The client port during\",\n \"model of the host.', }), ('serial', ('str', {}), { 'doc':\",\n \"}), ('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The NTLM password hash\",\n \"system.', }), ('it:host', ('guid', {}), { 'doc': 'A GUID that\",\n \"{}), { 'ro': True, 'doc': 'The string that the function\",\n \"'A developer selected integer constant.', }), ('it:dev:regkey', ('str', {}), {\",\n \"'doc': 'The specific file containing code that created the mutex.\",\n \"{ 'doc': 'The host running the process that deleted the\",\n \"{}), { 'doc': 'The registry key or value that was\",\n \"True}), { 'ro': True, 'doc': 'The \\\"sw_edition\\\" field from the\",\n \"{ 'doc': 'A GUID that represents a logical network.' }),\",\n \"map an ATT&CK group to a synapse ou:org.', }), ('name',\",\n \"{ 'doc': 'An instance of a host binding a listening\",\n \"'An instance of a host getting a registry key.', }),\",\n \"('time', {}), { 'doc': 'The file modification time.', }), ('atime',\",\n \"{}), { 'doc': 'An instance of a host reading a\",\n \"process executing code that created the named pipe.', }), ('host',\",\n \"broadcast by the app.'}), )), ('it:prod:softver', {}, ( ('software', ('it:prod:soft',\",\n \"'doc': 'The file distributed by the software.'}), ('path', ('file:path', {}),\",\n \"Brute force the version out of a string. Args: valu\",\n \"CPE 2.3 string.'}), ('target_sw', ('str', {'lower': True, 'strip': True}), {\",\n \"if present.'}), ('time', ('time', {}), { 'doc': 'The time the\",\n \"{ 'doc': 'The time the file was deleted.', }), ('path',\",\n \"the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True, 'doc': 'The android\",\n \"be the same :exe specified in :proc, if present.'}), ('time',\",\n \"if subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse\",\n \"'notice'), (40, 'warning'), (50, 'err'), (60, 'crit'), (70, 'alert'), (80,\",\n \"'doc': 'Version patch number.', }), ('semver:pre', ('str', {}), { 'doc':\",\n \"('file:bytes', {}), { 'doc': 'The file that was read.', }),\",\n \"on a specific antivirus signature.', }), ('it:av:prochit', ('guid', {}), {\",\n \"True}), { 'ro': True, 'doc': 'The \\\"part\\\" field from the\",\n \"{}), { 'doc': 'The time the named pipe was created.',\",\n \"this field may contain the current value for the technique.',\",\n \"{ 'doc': 'A library load event in a process.', }),\",\n \"event in a process.', }), ('it:exec:mmap', ('guid', {}), { 'doc':\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"update\\\" field\",\n \"session.', }), ('client:host', ('it:host', {}), { 'doc': 'The host where\",\n \"}), ('place', ('geo:place', {}), { 'doc': 'The place where the\",\n \"version string into an integer to allow version ordering. Prerelease\",\n \"( ('host', ('it:host', {}), { 'ro': True, 'doc': 'Host serving\",\n \"a software product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file',\",\n \"which contains the signature.', }), ('name', ('str', {'lower': True}), {\",\n \"('it:fs:file', {}, ( ('host', ('it:host', {}), { 'doc': 'The host\",\n \"info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu, subs except\",\n \")), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc':\",\n \"('inet:user', {}), { 'doc': 'The username associated with the account',\",\n \"('created', ('time', {}), { 'doc': 'The time the thread was\",\n \"{ 'doc': 'The primary name for the ATT&CK tactic.', }),\",\n \"{}), {'ro': True, 'doc': 'The app software which broadcasts the\",\n \"'doc': 'The CWE description field.', 'ex': 'Buffer Copy without Checking\",\n \"'URL relevant for the software.', }), ('isos', ('bool', {}), {\",\n \"'The process which contains the thread.', }), ('created', ('time', {}),\",\n \"'doc': 'The command string used to launch the process, including\",\n \"('str', {'lower': True}), { 'ro': True, 'doc': 'The signature name.',\",\n \")), ('it:reveng:function', {}, ( ('name', ('str', {}), { 'doc': 'The\",\n \"'The current version of the rule.'}), )), ('it:app:snort:hit', {}, (\",\n \"parts[11], 'other': parts[12], } return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int):\",\n \"that documents the ATT&CK tactic.', }), ('tag', ('syn:tag', {}), {\",\n \"True, 'doc': 'Web account of the software author.', }), ('author:email',\",\n \"the ATT&CK technique.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),\",\n \"the hit.'}), ('sensor', ('it:host', {}), { 'doc': 'The sensor host\",\n \"{ 'doc': 'Software associated with this version instance.', }), ('software:name',\",\n \"the file was read.', }), ('path:dir', ('file:path', {}), { 'ro':\",\n \"owns/operates the network.', }), ('net4', ('inet:net4', {}), { 'doc': 'The\",\n \"r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common Weaknesses Enumeration Specification', 'ex':\",\n \"software.', 'disp': {'hint': 'text'}, }), ('desc:short', ('str', {'lower': True}), {\",\n \"attempting to extract version parts out of the string. Returns:\",\n \"{ 'doc': 'The primary name for the ATT&CK software.', }),\",\n \"executed the process. May be an actual or a virtual\",\n \"intent.'}), ('it:prod:softver', ('guid', {}), { 'doc': 'A specific version of\",\n \"{ 'doc': 'The file that was modified.', }), )), ('it:exec:reg:get',\",\n \"string specifying this software version', }), ('cves', ('array', {'type': 'it:sec:cve',\",\n \"file. May or may not be the same :exe specified\",\n \")), ('it:av:filehit', {}, ( ('file', ('file:bytes', {}), { 'ro': True,\",\n \"}), )), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function', {}), { 'ro':\",\n \"codeblock of the function.'}), ('rank', ('int', {}), { 'doc': 'The\",\n \"vers:norm and make it's normed valu prop = node.get('vers') if\",\n \"if name is available and set it if possible prop\",\n \"{ 'deprecated': True, 'doc': 'Email address of the sofware author.',\",\n \"the string. Returns: int, dict: The system normalized version integer\",\n \"('str', {}), { 'doc': 'The name of the YARA rule.'}),\",\n \"prerelease string.', }), ('semver:build', ('str', {}), { 'doc': 'Semver build\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"target_hw\\\" field from\",\n \"flow that caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc':\",\n \"parts[5], 'update': parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw':\",\n \"synapse it:prod:soft.', }), ('name', ('str', {'strip': True}), { 'doc': 'The\",\n \"by the mitigation.', }), )), ('it:dev:int', {}, ()), ('it:dev:pipe', {},\",\n \"was deleted.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':\",\n \"{ 'doc': 'The software version is known to be compatible\",\n \"activity.'}), ('host', ('it:host', {}), { 'doc': 'The host on which\",\n \"}), )), ('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"a synapse ou:org.', }), ('name', ('ou:name', {}), { 'doc': 'The\",\n \"'doc': 'The parent directory of the file path (parsed from\",\n \"field from the CPE 2.3 string.'}), ('sw_edition', ('str', {'lower': True,\",\n \"software.'}), ('path', ('file:path', {}), { 'doc': 'The default installation path\",\n \"final component of the file path (parsed from :path).', }),\",\n \"('loc', {}), { 'doc': 'The geo-political location string for the\",\n \"'An instance of a function in an executable.', }), ('it:reveng:funcstr',\",\n \"('it:host', {}), { 'ro': True, 'doc': 'Host serving a url.',\",\n \"{ 'doc': 'The inet:addr of the server when binding the\",\n \"valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left\",\n \"('time', {}), { 'doc': 'The time the file was read.',\",\n \"technique.', }), ('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The parent ATT&CK\",\n \"{'hint': 'text'}, }), ('name', ('str', {}), { 'doc': 'The name\",\n \"('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The source IPv6 address of\",\n \"code that bound the listening port.', }), ('host', ('it:host', {}),\",\n \"'doc': 'A Mitre ATT&CK Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic',\",\n \"ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip':\",\n \"{ 'doc': 'The log messsage text.', }), ('severity', ('int', {'enums':\",\n \"the network.', }), ('org', ('ou:org', {}), { 'doc': 'The org\",\n \"given domain.', }), )), ('it:network', {}, ( ('name', ('str', {'lower':\",\n \"{}), { 'doc': 'The host that executed the process. May\",\n \"getting a registry key.', }), ('it:exec:reg:set', ('guid', {}), { 'doc':\",\n \"the group.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"}), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 of the\",\n \"matched the file.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc':\",\n \"'The snort rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str',\",\n \"of the logon session.', }), ('client:host', ('it:host', {}), { 'doc':\",\n \"command line parameters.', 'disp': {'hint': 'text'}, }), ('pid', ('int', {}),\",\n \"time that the activity started.'}), ), }), ), 'forms': (\",\n \"notional host.', }), ('exe', ('file:bytes', {}), { 'doc': 'The file\",\n \"permission requested by the app.'}), )), ('it:prod:softos', {}, ( ('soft',\",\n \"when this version of the software was released.', }), ('semver',\",\n \"instance of a host binding a listening port.', }), ('it:fs:file',\",\n \"'doc': 'The time the registry was written to.', }), ('reg',\",\n \"('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Mitigation ID.',\",\n \"read.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The\",\n \"time the library was unloaded.', }), ('path', ('file:path', {}), {\",\n \"True}), { 'doc': 'Normalized version of the version string.', }),\",\n \"operating system which the software can run on.'}), )), ('it:os:android:ilisten',\",\n \"the logon originated.', }), )), ('it:hosturl', {}, ( ('host', ('it:host',\",\n \"'The software version that contains the library.'}), ('lib', ('it:prod:softver', {}),\",\n \"the account.', 'ex': '1001', }), ('posix:gecos', ('int', {}), { 'doc':\",\n \"}), ('isos', ('bool', {}), { 'doc': 'Set to True if\",\n \"a file from a filesystem.', }), ('it:exec:file:read', ('guid', {}), {\",\n \"'doc': 'True if the mmap is mapped with write permissions.',\",\n \"mutex string.', }), )), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"the ATT&CK software.', }), ('names', ('array', {'type': 'str', 'uniq': True,\",\n \"'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An instance of a function\",\n \"{}), { 'doc': 'The file modification time.', }), ('atime', ('time',\",\n \"= s_version.parseVersionParts(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable\",\n \"('time', ('time', {}), { 'doc': 'The time that the YARA\",\n \"file.', }), ('host', ('it:host', {}), { 'doc': 'The host running\",\n \"mapped with read permissions.', }), ('perms:write', ('bool', {}), { 'doc':\",\n \"\\\"other\\\" field from the CPE 2.3 string.'}), )), ('it:sec:cwe', {},\",\n \"executable of the process.', }), ('src:exe', ('file:path', {}), { 'doc':\",\n \"}), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK\",\n \"logon session ended.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"True, 'doc': 'The guid matching the function.'}), ('string', ('str', {}),\",\n \"URL that was requested.', }), ('client', ('inet:client', {}), { 'doc':\",\n \"{}), { 'ro': True, 'doc': 'The anti-virus product which contains\",\n \"2.3 string.'}), ('target_sw', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"/ notional host.', }), ('exe', ('file:bytes', {}), { 'doc': 'The\",\n \"'doc': 'The software which distributes the file.'}), ('file', ('file:bytes', {}),\",\n \"parts. This normalizes a version string into an integer to\",\n \"subs.get('patch')) return valu, {'subs': subs} def _normPyInt(self, valu): if valu\",\n \"integer that increases with severity.', }), ('data', ('data', {}), {\",\n \"on this sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True,\",\n \"set it if possible prop = node.get('software') if prop: opts\",\n \"nodes included in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references',\",\n \"}), )), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"'doc': 'The LM password hash value.', }), ('hash:ntlm', ('hash:ntlm', {}),\",\n \"{ 'doc': 'The complexity of the function.'}), ('funccalls', ('array', {'type':\",\n \"process that wrote to the file. Typically the same host\",\n \"developer-selected string.' }), ('it:dev:pipe', ('str', {}), { 'doc': 'A string\",\n \"('name', ('str', {'strip': True}), { 'doc': 'The primary name for\",\n \"library functions within the scope of the function.', }), ('strings',\",\n \"software product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}),\",\n \"True}), { 'doc': 'Observed/variant names for this software version.', }),\",\n \"{}), { 'doc': 'The time the thread exited.', }), ('exitcode',\",\n \"('it:av:sig', {}), { 'ro': True, 'doc': 'The signature that the\",\n \"('server', ('inet:server', {}), { 'doc': 'The inet:addr of the server\",\n \"the process that requested the URL. Typically the same host\",\n \"{'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Group ID.', 'ex':\",\n \"'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc': 'An\",\n \"{ 'doc': 'An instance of a YARA rule match to\",\n \"process.', }), ('src:exe', ('file:path', {}), { 'doc': 'The path to\",\n \"'An array of groups that the account is a member\",\n \"{}, ( ('norm', ('str', {'lower': True}), { 'doc': 'Lower case\",\n \"that caused the hit.'}), ('sensor', ('it:host', {}), { 'doc': 'The\",\n \"'text'}, }), ('pid', ('int', {}), { 'doc': 'The process ID.',\",\n \"('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc':\",\n \"('it:reveng:function', {}, ( ('name', ('str', {}), { 'doc': 'The name\",\n \"bound the listening port. May or may not be the\",\n \"technique.', }), ('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If deprecated, this\",\n \"True}), { 'ro': True, 'doc': 'The \\\"other\\\" field from the\",\n \"return value for the thread.', }), ('src:proc', ('it:exec:proc', {}), {\",\n \"_onFormMakeDevStr(self, node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def\",\n \"host.' }), ('it:exec:file:add', ('guid', {}), { 'doc': 'An instance of\",\n \"'The specific file containing code that wrote to the file.\",\n \"{ 'doc': 'The authentication domain where the group is registered.',\",\n \"'doc': 'The software version that contains the library.'}), ('lib', ('it:prod:softver',\",\n \"a host reading a file from a filesystem.', }), ('it:exec:file:write',\",\n \"process which created the thread.', }), ('src:thread', ('it:exec:thread', {}), {\",\n \"}), ('loc', ('loc', {}), { 'doc': 'The geo-political location string\",\n \"'doc': 'A string representing a mutex.', }), ('it:dev:int', ('int', {}),\",\n \"that created the new file. May or may not be\",\n \"from :path).', }), ('file', ('file:bytes', {}), { 'doc': 'The file\",\n \"Mitre ATT&CK Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex':\",\n \"executing code that requested the URL.', }), ('host', ('it:host', {}),\",\n \"'Software associated with this version instance.', }), ('software:name', ('str', {'lower':\",\n \"('desc:short', ('str', {'lower': True}), { 'doc': 'A short description of\",\n \"'sorted': True}), { 'doc': 'An array of alternate names for\",\n \"main process executing code that created the named pipe.', }),\",\n \"}), ('it:exec:url', ('guid', {}), { 'doc': 'An instance of a\",\n \"('it:host', {}), { 'doc': 'The host that the account logged\",\n \"r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Tactic ID.', 'ex': 'TA0040',\",\n \"{'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A file that\",\n \"that was read.', }), )), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc',\",\n \"('it:prod:soft', {}), { 'doc': 'Used to map an ATT&CK software\",\n \"{}), { 'doc': 'A specific version of a software product.'}),\",\n \"True, 'doc': 'The android permission requested by the app.'}), )),\",\n \"('org', ('ou:org', {}), { 'doc': 'The org that operates the\",\n \"'The destination port of the flow that caused the hit.'}),\",\n \"('inet:port', {}), { 'doc': 'The bound (listening) TCP port.' }),\",\n \"form the semver properly or bruteforce parts try: valu, subs\",\n \"product which contains the signature.', }), ('name', ('str', {'lower': True}),\",\n \"'The time the file was written to/modified.', }), ('path', ('file:path',\",\n \"{ 'doc': 'The host thread which caused the activity.'}), ('host',\",\n \"True, 'strip': True}), { 'doc': 'The name of the software\",\n \"('it:prod:softver', {}), {'ro': True, 'doc': 'The software version that contains\",\n \"{}), { 'doc': 'The last known ipv4 address for the\",\n \"the app.'}), )), ('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}), {\",\n \")), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Used\",\n \"}), ('latlong', ('geo:latlong', {}), { 'doc': 'The last known location\",\n \"('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()), ('it:os:android:intent',\",\n \"}), ('net4', ('inet:net4', {}), { 'doc': 'The optional contiguous IPv4\",\n \"directory.\\\", 'ex': '/home/visi', }), ('posix:shell', ('file:path', {}), { 'doc': \\\"The\",\n \"'System normalized semantic version number.', }), ('semver:major', ('int', {}), {\",\n \"file from a filesystem.', }), ('it:exec:file:write', ('guid', {}), { 'doc':\",\n \"{ 'doc': 'The name of the YARA rule.'}), ('author', ('ps:contact',\",\n \"requesting a URL.', }), ('it:exec:bind', ('guid', {}), { 'doc': 'An\",\n \"software which listens for the android intent.'}), ('intent', ('it:os:android:intent', {}),\",\n \"('time', {}), { 'doc': 'The time the file was written\",\n \"string for the node.', }), ('os', ('it:prod:softver', {}), { 'doc':\",\n \"matching the function.'}), ('string', ('str', {}), { 'ro': True, 'doc':\",\n \"{}), { 'doc': 'The bound (listening) TCP port.' }), )),\",\n \"primary name for the ATT&CK mitigation.', }), ('desc', ('str', {'strip':\",\n \"'doc': 'A file is distributed by a specific software version.'}),\",\n \"from the CPE 2.3 string.'}), )), ('it:sec:cwe', {}, ( ('name',\",\n \"specific file containing code that created the mutex. May or\",\n \"{}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {},\",\n \"{'fields': (('host', 'it:host'), ('url', 'inet:url'))}), { 'doc': 'A url hosted\",\n \"number.', }), ('semver:pre', ('str', {}), { 'doc': 'Semver prerelease string.',\",\n \"process that read the registry. Typically the same host referenced\",\n \"'doc': 'The signature that the file triggered on.' }), ('sig:name',\",\n \"file containing code that read the registry. May or may\",\n \"(parsed from :path).', }), ('path:ext', ('str', {'lower': True, 'strip': True}),\",\n \"True}), { 'doc': 'Lower case normalized version of the it:dev:str.',\",\n \"'The specific file containing code that deleted data from the\",\n \"code that read the file.', }), ('host', ('it:host', {}), {\",\n \"{'subs': subs} def repr(self, valu): major, minor, patch = s_version.unpackVersion(valu)\",\n \"}), ('server:port', ('inet:port', {}), { 'doc': 'The bound (listening) TCP\",\n \"field from the CPE 2.3 string.'}), ('vendor', ('ou:name', {}), {\",\n \"normalized version of the it:dev:str.', }), )), ('it:sec:cve', {}, (\",\n \"'The source port of the flow that caused the hit.'}),\",\n \"nodes included in this ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }),\",\n \"the POSIX account.', }), ('posix:home', ('file:path', {}), { 'doc': \\\"The\",\n \"a filesystem.', }), ('it:exec:reg:get', ('guid', {}), { 'doc': 'An instance\",\n \"{}), { 'doc': 'The log messsage text.', }), ('severity', ('int',\",\n \"the signature.' }), )), ('it:auth:passwdhash', {}, ( ('salt', ('hex', {}),\",\n \"process which caused the activity.'}), ('thread', ('it:exec:thread', {}), { 'doc':\",\n \"{ 'doc': 'The path where the file was read.', }),\",\n \"rule.'}), )), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}), { 'doc':\",\n \"of URLs that document the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique',\",\n \"process. For example, rundll32.exe may be considered the \\\"main\\\" executable\",\n \"True}), { 'doc': 'A description of the ATT&CK software.', 'disp':\",\n \"file containing code that bound the listening port. May or\",\n \"('int', {}), { 'doc': 'Version minor number.', }), ('semver:patch', ('int',\",\n \"technique.', 'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),\",\n \"CPE 2.3 string specifying this software version', }), ('cves', ('array',\",\n \"}), ('it:dev:pipe', ('str', {}), { 'doc': 'A string representing a\",\n \"string into its component parts. This normalizes a version string\",\n \"to brute force version parts out of the string') if\",\n \"value of the registry key, if the value is an\",\n \"trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The destination IPv4 address\",\n \"s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch) subs = {'major': major,\",\n \"('it:prod:soft', {}, ( ('name', ('str', {'lower': True, 'strip': True}), {\",\n \"('time', ('time', {}), { 'doc': 'The time the data from\",\n \"raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative integer as a\",\n \"Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run', }), ('it:dev:regval', ('guid', {}), {\",\n \"of the file path (parsed from :path).', }), ('file', ('file:bytes',\",\n \"Mitre ATT&CK Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex':\",\n \"identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), {\",\n \"description of the ATT&CK mitigation.', 'disp': {'hint': 'text'}, }), ('url',\",\n \"'ro': True, 'doc': 'The file that matched the YARA rule.'}),\",\n \"'The time that the activity started.'}), ), }), ), 'forms':\",\n \"'split': ','}), { 'doc': 'An array of ATT&CK technique IDs\",\n \"time the file was deleted.', }), ('path', ('file:path', {}), {\",\n \"('org', ('ou:org', {}), { 'doc': 'Used to map an ATT&CK\",\n \"'The complexity of the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), {\",\n \"synapse tag used to annotate nodes included in this ATT&CK\",\n \"YARA rule that matched the file.'}), ('file', ('file:bytes', {}), {\",\n \"'doc': 'The specific file containing code that requested the URL.\",\n \"technique.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A description\",\n \"signature.', }), ('it:av:prochit', ('guid', {}), { 'doc': 'An instance of\",\n \"{ 'doc': 'Set to True if the software is a\",\n \"part = '' continue part += c except StopIteration: parts.append(part)\",\n \"'An array of URLs that document the ATT&CK software.', }),\",\n \"\\\"language\\\" field from the CPE 2.3 string.'}), ('sw_edition', ('str', {'lower':\",\n \"make it's normed valu prop = node.get('vers') if not prop:\",\n \"'A URL linking this CVE to a full description.', }),\",\n \"process triggering an alert on a specific antivirus signature.' }),\",\n \"'doc': 'A software version contains a library software version.'}), ('it:prod:softos',\",\n \"{}), { 'doc': 'The Windows registry key.', }), ('str', ('it:dev:str',\",\n \"}), ('it:dev:str', ('str', {}), { 'doc': 'A developer-selected string.' }),\",\n \"True if the software is a library.'}), )), ('it:adid', {},\",\n \"the file path (parsed from :path).', }), ('file', ('file:bytes', {}),\",\n \"raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer larger than 1152921504606846975\",\n \"of.', }), ('ipv4', ('inet:ipv4', {}), { 'doc': 'The last known\",\n \"{ 'doc': 'The (optional) hex encoded salt value used to\",\n \"'doc': 'The IPv6 of the client during the URL retrieval..'\",\n \"('hash:sha512', {}), { 'doc': 'The SHA512 password hash value.', }),\",\n \"True: c = next(genr) if c == '\\\\\\\\': c +=\",\n \"file that was modified.', }), )), ('it:exec:reg:get', {}, ( ('proc',\",\n \"the rule evaluated as a match.'}), )), ('it:app:yara:procmatch', {}, (\",\n \"('geo:latlong', {}), { 'doc': 'The last known location for the\",\n \"to see if name is available and set it if\",\n \"('function', ('it:reveng:function', {}), { 'ro': True, 'doc': 'The guid matching\",\n \"library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {},\",\n \"name=self.name, mesg='Unable to parse string as a semver.') valu =\",\n \"instance of a host reading a file from a filesystem.',\",\n \"_onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop\",\n \"out of the string. Returns: int, dict: The system normalized\",\n \"contains the thread.', }), ('created', ('time', {}), { 'doc': 'The\",\n \"('it:cmd', {}), { 'doc': 'The command string used to launch\",\n \"requested.', }), ('url', ('inet:url', {}), { 'doc': 'The URL that\",\n \"'The string that the function references.'}), )), ('it:reveng:impfunc', {}, ()),\",\n \"code that deleted the file.', }), ('host', ('it:host', {}), {\",\n \"if nodes: name = nodes[0].get('name') if name: await node.set('software:name', name)\",\n \"possible prop = node.get('software') if prop: opts = {'vars': {'soft':\",\n \"('it:reveng:impfunc', {}, ()), ), } name = 'it' return ((name,\",\n \"file was deleted.', }), ('path', ('file:path', {}), { 'doc': 'The\",\n \"'doc': 'The start time for the process.', }), ('exited', ('time',\",\n \"that was deleted.', }), )), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc',\",\n \"of the flow that caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}),\",\n \"'NIST NVD Common Weaknesses Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status',\",\n \"{'ro': True, 'doc': 'The android app which requests the permission.'}),\",\n \"{}), { 'doc': 'The path for the file.', }), ('path:dir',\",\n \"mapped view of a file.', }), ('hash:sha256', ('hash:sha256', {}), {\",\n \"which created this thread.', }), )), ('it:exec:loadlib', {}, ( ('proc',\",\n \"created by a process at runtime.', }), ('it:exec:url', ('guid', {}),\",\n \"'doc': 'The time the registry was read.', }), ('reg', ('it:dev:regval',\",\n \"that deleted the file. May or may not be the\",\n \"{'type': 'it:reveng:filefunc'}), { 'doc': 'Other function calls within the scope\",\n \"existing file.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"may not be the same :exe specified in :proc, if\",\n \"this version instance.', }), ('software:name', ('str', {'lower': True, 'strip': True}),\",\n \"it:dev:str from version str await node.snap.addNode('it:dev:str', prop) # form the\",\n \"was written to.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The\",\n \"('it:host', {}, ( ('name', ('it:hostname', {}), { 'doc': 'The name\",\n \"('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The\",\n \"':'.join(parts), {'subs': subs} class SemVer(s_types.Int): ''' Provides support for parsing\",\n \"ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}), { 'doc': 'The status\",\n \"path where the file was created.', }), ('path:dir', ('file:path', {}),\",\n \"{'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Tactic ID.', 'ex':\",\n \"the CPE 2.3 string.'}), ('language', ('str', {'lower': True, 'strip': True}),\",\n \"}), ('perms:read', ('bool', {}), { 'doc': 'True if the mmap\",\n \"modification time.', }), ('atime', ('time', {}), { 'doc': 'The file\",\n \"def getModelDefs(self): modl = { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {},\",\n \"'doc': 'An instance of a host adding a file to\",\n \"of ATT&CK technique IDs addressed by the mitigation.', }), )),\",\n \"}), ('user', ('inet:user', {}), { 'doc': 'The owner of the\",\n \")), ('it:fs:file', {}, ( ('host', ('it:host', {}), { 'doc': 'The\",\n \"('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The given software listens\",\n \"'doc': 'The main process executing code that created the new\",\n \"string.', }), )), ('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"'A developer-selected string.' }), ('it:dev:pipe', ('str', {}), { 'doc': 'A\",\n \"await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop = node.ndef[1]\",\n \"'doc': 'The authentication domain where the account is registered.', }),\",\n \"file.', }), ('group', ('inet:user', {}), { 'doc': 'The group owner\",\n \"('inet:ipv6', {}), { 'doc': 'The source IPv6 address of the\",\n \"author of the YARA rule.'}), ('version', ('it:semver', {}), { 'doc':\",\n \"('ou:name', {}), { 'doc': 'The primary name for the ATT&CK\",\n \"prop = node.get('software') if prop: opts = {'vars': {'soft': prop}}\",\n \"{ 'doc': 'A YARA rule unique identifier.', }), ('it:app:yara:match', ('comp',\",\n \"('it:domain', {}), { 'doc': 'The authentication domain that the host\",\n \"that caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The\",\n \"{}), { 'doc': 'The serial number of the host.', }),\",\n \"version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), {\",\n \"name (parsed from :path).', }), ('path:base', ('file:base', {}), { 'ro':\",\n \"retrieval..' }), )), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"parts[2], 'vendor': parts[3], 'product': parts[4], 'version': parts[5], 'update': parts[6], 'edition':\",\n \"snort rule unique identifier.', }), ('it:app:snort:hit', ('guid', {}), { 'doc':\",\n \"('it:hostname', {}, ()), ('it:host', {}, ( ('name', ('it:hostname', {}), {\",\n \"('cmd', ('it:cmd', {}), { 'doc': 'The command string used to\",\n \"bytes.', }), ('perms:read', ('bool', {}), { 'doc': 'True if the\",\n \"is expected to start with \\\"cpe:2.3:\\\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text,\",\n \"NVD Common Weaknesses Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str',\",\n \"('host', ('it:host', {}), { 'ro': True, 'doc': 'Host serving a\",\n \"{ 'doc': 'The thread which created this thread.', }), )),\",\n \"levels are represented as integers, with a max width of\",\n \"c = next(genr) if c == '\\\\\\\\': c += next(genr)\",\n \"'doc': 'A GUID that represents a logical network.' }), ('it:domain',\",\n \"{'lower': True, 'strip': True}), { 'doc': 'The name of the\",\n \"{ 'doc': 'The exit code or return value for the\",\n \"def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def\",\n \"containing code that requested the URL. May or may not\",\n \"integer and a subs dictionary. ''' try: valu, info =\",\n \"{ 'doc': 'The file that was deleted.', }), )), ('it:exec:file:read',\",\n \"'it:os:android:perm'))}), { 'doc': 'The given software requests the android permission.'}),\",\n \"('time', ('time', {}), { 'doc': 'The time the registry was\",\n \"the host.', }), ('ctime', ('time', {}), { 'doc': 'The file\",\n \"file extension of the file name (parsed from :path).', }),\",\n \"'doc': 'The time the library was loaded.', }), ('unloaded', ('time',\",\n \"('time', ('time', {}), { 'doc': 'The time the URL was\",\n \"into an integer to allow version ordering. Prerelease information is\",\n \"{ 'doc': 'A description of the ATT&CK technique.', 'disp': {'hint':\",\n \"{}), { 'doc': 'The URL that was requested.', }), ('client',\",\n \"JSON record of the log event.', }), )), ('it:domain', {},\",\n \"file to a filesystem.', }), ('it:exec:reg:get', ('guid', {}), { 'doc':\",\n \"arbitrary pre-release version into a integer value Major, minor and\",\n \"'An instance of a password hash.', }), ('it:exec:proc', ('guid', {}),\",\n \"}), ('hash:sha1', ('hash:sha1', {}), { 'doc': 'The SHA1 password hash\",\n \"valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative\",\n \"{}), { 'doc': 'The time the URL was requested.', }),\",\n \"{ 'doc': 'Semver build string.', }), ('url', ('inet:url', {}), {\",\n \"{}), { 'ro': True, 'doc': 'The YARA rule that matched\",\n \"which authored the software.', }), ('author:acct', ('inet:web:acct', {}), { 'deprecated':\",\n \"}), ('group', ('inet:user', {}), { 'doc': 'The group owner of\",\n \"scope of the function.', }), ('strings', ('array', {'type': 'it:dev:str', 'uniq':\",\n \"('int', {}), { 'doc': 'The base memory address where the\",\n \"}), ('host', ('it:host', {}), { 'doc': 'The host where the\",\n \"('str', {}), { 'doc': 'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run',\",\n \"'ro': True, 'doc': 'The YARA rule that matched the file.'}),\",\n \"'The URL that documents the ATT&CK tactic.', }), ('tag', ('syn:tag',\",\n \"process where the library was loaded.', }), ('va', ('int', {}),\",\n \"associated with the account', }), ('contact', ('ps:contact', {}), { 'doc':\",\n \"('version', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \")), ('it:logon', {}, ( ('time', ('time', {}), { 'doc': 'The\",\n \"s_types import synapse.lib.module as s_module import synapse.lib.version as s_version logger\",\n \"{}), { 'doc': 'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run', }),\",\n \"}), ('it:prod:soft', ('guid', {}), { 'doc': 'A arbitrary, unversioned software\",\n \"'doc': 'The primary name for the ATT&CK mitigation.', }), ('desc',\",\n \"to the executable which started the process.', }), ('src:proc', ('it:exec:proc',\",\n \"can run on.'}), )), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver', {}),\",\n \"}), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'Groups that are\",\n \"a integer larger than 1152921504606846975 as a semver.') major, minor,\",\n \"the CPE 2.3 string.'}), ('product', ('str', {'lower': True, 'strip': True}),\",\n \"class SemVer(s_types.Int): ''' Provides support for parsing a semantic version\",\n \"created by a process at runtime.', }), ('it:exec:pipe', ('guid', {}),\",\n \"deleted the file. Typically the same host referenced in :proc,\",\n \"'doc': 'The time the file was read.', }), ('path', ('file:path',\",\n \"process owner.', }), ('path', ('file:path', {}), { 'doc': 'The path\",\n \"'doc': 'The URL that documents the ATT&CK technique.', }), ('tag',\",\n \"'ro': True, 'doc': 'The string that the function references.'}), )),\",\n \"with severity.', }), ('data', ('data', {}), { 'doc': 'A raw\",\n \"('file:path', {}), { 'doc': 'The path where the file was\",\n \"( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A file is\",\n \"}), ('vers', ('it:dev:str', {}), { 'doc': 'Version string associated with\",\n \"Identifier of the group.', }), )), ('it:logon', {}, ( ('time',\",\n \"'doc': 'The IPv4 address specified to bind().' }), ('server:ipv6', ('inet:ipv6',\",\n \"_normPyStr(self, valu): valu = valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu,\",\n \"to.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry key\",\n \"that was deleted.', }), )), ('it:app:snort:rule', {}, ( ('text', ('str',\",\n \"no cover raise except Exception: logger.exception('Failed to brute force version\",\n \"'An array of ATT&CK tactics that include this technique.', }),\",\n \"description of the ATT&CK group.', 'disp': {'hint': 'text'}, }), ('url',\",\n \"the group.', }), )), ('it:logon', {}, ( ('time', ('time', {}),\",\n \"Mitre ATT&CK Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex':\",\n \"'doc': 'The host containing the file.', }), ('path', ('file:path', {}),\",\n \"CPE 2.3 string.'}), ('product', ('str', {'lower': True, 'strip': True}), {\",\n \"}), )), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"this CVE to a full description.', }), ('references', ('array', {'type':\",\n \"force version parts out of the string') if subs: valu\",\n \"}), ('size', ('int', {}), { 'doc': 'The size of the\",\n \"runtime.', }), ('it:exec:pipe', ('guid', {}), { 'doc': 'A named pipe\",\n \"'An array of URLs that document the CVE ID.', }),\",\n \"name=self.name, mesg='No text left after stripping whitespace') subs = s_version.parseSemver(valu)\",\n \"node): await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node): pprop =\",\n \"('ou:org', {}), { 'doc': 'Used to map an ATT&CK group\",\n \"example, rundll32.exe may be considered the \\\"main\\\" executable for DLLs\",\n \"the POSIX account's default shell.\\\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid',\",\n \"{ 'doc': 'Version minor number.', }), ('semver:patch', ('int', {}), {\",\n \"('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}), { 'doc': 'The snort\",\n \"'The name of the host or system.', }), ('desc', ('str',\",\n \"that document the ATT&CK software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique',\",\n \"('it:app:yara:rule', {}), { 'doc': 'The YARA rule that matched the\",\n \"node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node,\",\n \"signature.', }), )), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"hit.'}), ('dst:port', ('inet:port', {}), { 'doc': 'The destination port of\",\n \"{ 'doc': 'A URL linking this CVE to a full\",\n \"a full description.', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),\",\n \"('guid', {}), { 'doc': 'A thread executing in a process.',\",\n \"('file', ('file:bytes', {}), { 'doc': 'The library file that was\",\n \"mesg=mesg) subs = { 'part': parts[2], 'vendor': parts[3], 'product': parts[4],\",\n \"{ 'doc': 'An array of techniques used by the software.',\",\n \"{}), { 'doc': 'The named pipe string.', }), )), ('it:exec:url',\",\n \"name, info, opts) def _splitCpe23(self, text): part = '' parts\",\n \"width of 20 bits. The comparable integer value representing the\",\n \"the flow that caused the hit.'}), ('dst', ('inet:addr', {}), {\",\n \"the port was bound.', }), ('server', ('inet:server', {}), { 'doc':\",\n \"}), ('mtime', ('time', {}), { 'doc': 'The file modification time.',\",\n \"field from the CPE 2.3 string.'}), ('update', ('str', {'lower': True,\",\n \"{}), { 'doc': 'A GUID that represents a group on\",\n \"'A string representing a named pipe.', }), ('it:dev:mutex', ('str', {}),\",\n \"read the registry.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"('guid', {}), { 'doc': 'An instance of a YARA rule\",\n \"rule.'}), ('time', ('time', {}), { 'doc': 'The time that the\",\n \")), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}), { 'ro': True,\",\n \"a host or system.', }), ('it:sec:cve', ('str', {'lower': True, 'regex':\",\n \"is an operating system.'}), ('islib', ('bool', {}), { 'doc': 'Set\",\n \"registry key.', }), ('it:app:yara:rule', ('guid', {}), { 'doc': 'A YARA\",\n \"primary name for the ATT&CK tactic.', }), ('desc', ('str', {}),\",\n \"normalized version integer and a subs dictionary. ''' try: valu,\",\n \"eventual risk:mitigation ('name', ('str', {'strip': True}), { 'doc': 'The primary\",\n \"of the rule.'}), ('enabled', ('bool', {}), { 'doc': 'The rule\",\n \"destination address of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc':\",\n \"messsage text.', }), ('severity', ('int', {'enums': loglevels}), { 'doc': 'A\",\n \"'An instance of a process triggering an alert on a\",\n \"the ATT&CK tactic.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),\",\n \"('time', ('time', {}), { 'doc': 'The time of the network\",\n \"2.3 string.'}), ('target_hw', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"flow that caused the hit.'}), ('time', ('time', {}), { 'doc':\",\n \"( ('exe', ('file:bytes', {}), { 'doc': 'The executable file which\",\n \"was loaded from.', }), ('file', ('file:bytes', {}), { 'doc': 'The\",\n \"process that created the named pipe. Typically the same host\",\n \"{}), { 'doc': 'The snort rule that matched the file.'}),\",\n \"('guid', {}), { 'doc': 'A GUID representing an individual log\",\n \"sandbox) host.', }), ('it:exec:thread', ('guid', {}), { 'doc': 'A thread\",\n \"('src:proc', ('it:exec:proc', {}), { 'doc': 'An external process which created\",\n \"def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self, node):\",\n \")), ('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"('str', {}), { 'doc': 'Notes concerning the function.'}), ('impcalls', ('array',\",\n \"'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), { 'doc': 'A Mitre\",\n \"('it:os:android:intent', {}), {'ro': True, 'doc': 'The android intent which is\",\n \"text, info = s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if len(parts)\",\n \"permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), {\",\n \"the new file. Typically the same host referenced in :proc,\",\n \"{ 'doc': 'The LM password hash value.', }), ('hash:ntlm', ('hash:ntlm',\",\n \"'The specific file containing code that read the file. May\",\n \"status to be used for YARA evaluation engines.'}), )), ('it:app:yara:match',\",\n \"iter(text) try: while True: c = next(genr) if c ==\",\n \"of the function.', }), ('strings', ('array', {'type': 'it:dev:str', 'uniq': True}),\",\n \"{}), { 'doc': 'The mutex string.', }), )), ('it:exec:pipe', {},\",\n \"to allow version ordering. Prerelease information is disregarded for integer\",\n \")), ('it:hosturl', {}, ( ('host', ('it:host', {}), { 'ro': True,\",\n \"the software.', }), )), ('it:mitre:attack:mitigation', {}, ( # TODO map\",\n \"'The host running the process that created the mutex. Typically\",\n \"'The android intent which is listened for by the app.'}),\",\n \"'A url hosted on or served by a host or\",\n \"version that contains the library.'}), ('lib', ('it:prod:softver', {}), {'ro': True,\",\n \"the file.'}), ('file', ('file:bytes', {}), {'ro': True, 'doc': 'The file\",\n \"{}), { 'doc': 'The time the file was read.', }),\",\n \")), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}), { 'doc': 'The\",\n \"('time', {}), { 'doc': 'The time that the activity started.'}),\",\n \"{ 'doc': 'The command string used to launch the process,\",\n \"full description.', }), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted':\",\n \"nodes included in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references',\",\n \"{}, ()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}), {'ro': True,\",\n \"'Observed/variant names for this software version.', }), ('cpe', ('it:sec:cpe', {}),\",\n \"'ro': True, 'doc': 'The \\\"sw_edition\\\" field from the CPE 2.3\",\n \"{}, ( ('rule', ('it:app:yara:rule', {}), { 'doc': 'The YARA rule\",\n \"the registry. Typically the same host referenced in :proc, if\",\n \"name for the ATT&CK mitigation.', }), ('desc', ('str', {'strip': True}),\",\n \"technique.', }), ('status', ('it:mitre:attack:status', {}), { 'doc': 'The status of\",\n \"the flow that caused the hit.'}), ('time', ('time', {}), {\",\n \"('guid', {}), { 'doc': 'A file on a host.' }),\",\n \"'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A\",\n \"('inet:user', {}), { 'doc': 'The owner of the file.', }),\",\n \"('file:path', {}), { 'doc': 'The path that the library was\",\n \"Android intent.'}), ('it:prod:softver', ('guid', {}), { 'doc': 'A specific version\",\n \"('perm', 'it:os:android:perm'))}), { 'doc': 'The given software requests the android\",\n \"running the process that deleted the file. Typically the same\",\n \"'doc': 'A list of CVEs that apply to this software\",\n \"'A GUID representing an individual log event.', 'interfaces': ('it:host:activity',), }),\",\n \"{}), { 'doc': 'The (optional) hex encoded salt value used\",\n \"('file:bytes', {}), { 'doc': 'The file that was created.', }),\",\n \"'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A\",\n \"}), ('author', ('ps:contact', {}), { 'doc': 'The contact information of\",\n \"{ 'doc': 'A NIST CPE 2.3 Formatted String', }), ),\",\n \"'The main process executing code that read the registry.', }),\",\n \"a URL.', }), ('it:exec:bind', ('guid', {}), { 'doc': 'An instance\",\n \"subs.get('minor', 0), subs.get('patch', 0)) return valu, subs async def _onFormItDevStr(self,\",\n \"'doc': 'An android advertising identification string.'}), ('it:os:android:perm', ('str', {}), {\",\n \"of groups that the account is a member of.', }),\",\n \"named pipe.', }), ('it:dev:mutex', ('str', {}), { 'doc': 'A string\",\n \"'doc': 'The time the thread exited.', }), ('exitcode', ('int', {}),\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"target_sw\\\" field from\",\n \"ATT&CK Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}),\",\n \"CPE 2.3 string.'}), ('version', ('str', {'lower': True, 'strip': True}), {\",\n \"base memory address where the library was loaded in the\",\n \"{ 'doc': 'A Mitre ATT&CK Technique ID.', 'ex': 'T1548', }),\",\n \"{'ro': True, 'doc': 'The software which distributes the file.'}), ('file',\",\n \"'doc': 'The \\\"language\\\" field from the CPE 2.3 string.'}), ('sw_edition',\",\n \"name.', }), ('sig:soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The\",\n \"tag used to annotate nodes included in this ATT&CK group\",\n \"('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If deprecated, this field may\",\n \"'doc': 'A file that triggered an alert on a specific\",\n \"URL retrieval..' }), )), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"( ('rule', ('it:app:snort:rule', {}), { 'doc': 'The snort rule that\",\n \"the process to the rule.'}), ('version', ('it:semver', {}), { 'doc':\",\n \"}), ('host', ('it:host', {}), { 'doc': 'The host running the\",\n \"ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':\",\n \"for the process.', }), ('user', ('inet:user', {}), { 'doc': 'The\",\n \"'ro': True, 'doc': 'URL available on the host.', }), )),\",\n \"'doc': 'Additional contact information associated with this account.', }), ('host',\",\n \"version part extraction by noming through the string subs =\",\n \"code that requested the URL.', }), ('host', ('it:host', {}), {\",\n \"('it:dev:str', {}, ( ('norm', ('str', {'lower': True}), { 'doc': 'Lower\",\n \"description of the signature.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',\",\n \"score used to evaluate if it exhibits interesting behavior.'}), ('complexity',\",\n \"'Contact info for the author of the YARA rule.'}), ('version',\",\n \"for the process.', }), ('exited', ('time', {}), { 'doc': 'The\",\n \"CVE ID.', }), )), ('it:sec:cpe', {}, ( ('part', ('str', {'lower':\",\n \"'doc': 'The main process executing code that read the registry.',\",\n \"that created the mutex.', }), ('host', ('it:host', {}), { 'doc':\",\n \"to a full description.', }), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq':\",\n \"the file triggered on.' }), ('time', ('time', {}), { 'doc':\",\n \"True}), { 'doc': 'The name of the software at a\",\n \"semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs': subs}\",\n \"current version of the rule.'}), )), ('it:app:snort:hit', {}, ( ('rule',\",\n \"import logging import synapse.exc as s_exc import synapse.lib.types as s_types\",\n \"{'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A version of\",\n \"a host requesting a URL.', }), ('it:exec:bind', ('guid', {}), {\",\n \"location for the host.' }), ('place', ('geo:place', {}), { 'doc':\",\n \"'doc': 'The file considered the \\\"main\\\" executable for the process.\",\n \"an antivirus engine name.' }), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'),\",\n \"('it:dev:regval', ('guid', {}), { 'doc': 'A Windows registry key/value pair.',\",\n \"'A Mitre ATT&CK Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str',\",\n \"address of flow that caused the hit.'}), ('src:ipv4', ('inet:ipv4', {}),\",\n \"the client during the URL retrieval.' }), ('client:ipv4', ('inet:ipv4', {}),\",\n \"{}), { 'doc': 'The time the registry was read.', }),\",\n \"{ 'doc': 'The function rank score used to evaluate if\",\n \"Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), {\",\n \"part extraction by noming through the string subs = s_version.parseVersionParts(valu)\",\n \"}), ('hash:sha512', ('hash:sha512', {}), { 'doc': 'The SHA512 password hash\",\n \"('it:group', ('guid', {}), { 'doc': 'A GUID that represents a\",\n \"'A description of the ATT&CK group.', 'disp': {'hint': 'text'}, }),\",\n \"'doc': 'The named pipe string.', }), )), ('it:exec:url', {}, (\",\n \"time the registry was written to.', }), ('reg', ('it:dev:regval', {}),\",\n \"}), ('unloaded', ('time', {}), { 'doc': 'The time the library\",\n \"'doc': 'The name of the network.', }), ('desc', ('str', {}),\",\n \"{ 'doc': 'The time that the YARA engine matched the\",\n \"to the rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most\",\n \"(CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), {\",\n \"()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid', {}, ()), ('it:os:android:perm', {}, ()),\",\n \"to a filesystem.', }), ('it:exec:reg:get', ('guid', {}), { 'doc': 'An\",\n \"{}), { 'doc': 'An instance of a process triggering an\",\n \"the process.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'The process\",\n \"that bound the listening port.', }), ('host', ('it:host', {}), {\",\n \"the current value for the technique.', }), ('desc', ('str', {'strip':\",\n \"file distributed by the software.'}), ('path', ('file:path', {}), { 'doc':\",\n \"('name', ('it:dev:mutex', {}), { 'doc': 'The mutex string.', }), )),\",\n \"{'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc': 'The\",\n \"'The URL that was requested.', }), ('client', ('inet:client', {}), {\",\n \"True, 'doc': 'The anti-virus product which contains the signature.', }),\",\n \"('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), { 'doc':\",\n \"'doc': 'The anti-virus product which contains the signature.', }), ('name',\",\n \"('str', {'lower': True}), { 'ro': True, 'doc': 'The signature name.'\",\n \"Set vers:norm and make it's normed valu prop = node.get('vers')\",\n \"'The credentials that were used for the logon.', }), ('duration',\",\n \"the file.', }), ('path', ('file:path', {}), { 'doc': 'The path\",\n \"IPv6 address range of this network.', }), )), ('it:account', {},\",\n \"'A description of the ATT&CK tactic.', 'disp': {'hint': 'text'}, }),\",\n \"{}), { 'doc': 'The specific file containing code that bound\",\n \"current value for the technique.', }), ('desc', ('str', {'strip': True}),\",\n \"True, 'lower': True}), { 'doc': 'The name of a host\",\n \"('it:dev:str', {}), { 'doc': 'The value of the registry key,\",\n \"'doc': 'The main process executing code that created the named\",\n \"functions within the scope of the function.', }), ('strings', ('array',\",\n \"'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}), { 'doc': 'A GUID\",\n \"{}, ()), ('it:host', {}, ( ('name', ('it:hostname', {}), { 'doc':\",\n \"tag used to annotate nodes included in this ATT&CK tactic.',\",\n \"file representing the value of the registry key, if the\",\n \"that caused the hit.'}), ('time', ('time', {}), { 'doc': 'The\",\n \"the executable which started the process.', }), ('src:proc', ('it:exec:proc', {}),\",\n \"subs.items(): await node.set(f'semver:{k}', v) except asyncio.CancelledError: # pragma: no cover\",\n \"at the time of match.'}), )), ('it:app:yara:rule', {}, ( ('text',\",\n \"that were used for the logon.', }), ('duration', ('duration', {}),\",\n \"pprop) async def _onPropSoftverSoft(self, node, oldv): # Check to see\",\n \"('hash:sha1', {}), { 'doc': 'The SHA1 password hash value.', }),\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"target_sw\\\" field\",\n \"{}), { 'ro': True, 'doc': 'The parent directory of the\",\n \"'doc': 'The Microsoft Windows Security Identifier of the group.', }),\",\n \"{}), { 'doc': 'The org that owns/operates the network.', }),\",\n \"'True if the mmap is mapped with execute permissions.', }),\",\n \"file containing code that deleted the file. May or may\",\n \"to bind().' }), ('server:port', ('inet:port', {}), { 'doc': 'The bound\",\n \"created the new file. Typically the same host referenced in\",\n \"caused the activity.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The host\",\n \"file modification time.', }), ('atime', ('time', {}), { 'doc': 'The\",\n \"('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}), { 'doc': 'The YARA\",\n \"'The library software version.'}), )), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver',\",\n \"addressed by the mitigation.', }), )), ('it:dev:int', {}, ()), ('it:dev:pipe',\",\n \"port.' }), ('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 address\",\n \"was deleted.', }), ('path', ('file:path', {}), { 'doc': 'The path\",\n \"code that wrote to the registry.', }), ('host', ('it:host', {}),\",\n \"0), subs.get('patch', 0)) return valu, subs async def _onFormItDevStr(self, node):\",\n \"containing code that deleted the file. May or may not\",\n \"not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after stripping\",\n \"created the named pipe.', }), ('host', ('it:host', {}), { 'doc':\",\n \"}), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc':\",\n \"'Person who authored the software.', }), ('url', ('inet:url', {}), {\",\n \"('it:network', ('guid', {}), { 'doc': 'A GUID that represents a\",\n \"'A string representing a mutex.', }), ('it:dev:int', ('int', {}), {\",\n \"}), ('it:exec:reg:del', ('guid', {}), { 'doc': 'An instance of a\",\n \"was created.', }), ('name', ('it:dev:pipe', {}), { 'doc': 'The named\",\n \"'A file that triggered an alert on a specific antivirus\",\n \"that requested the URL. Typically the same host referenced in\",\n \"library was loaded from.', }), ('file', ('file:bytes', {}), { 'doc':\",\n \"intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}),\",\n \"('software', ('it:prod:soft', {}), { 'doc': 'Software associated with this version\",\n \"('it:semver', {}), { 'doc': 'System normalized semantic version number.', }),\",\n \"self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu):\",\n \"}), ('it:account', ('guid', {}), { 'doc': 'A GUID that represents\",\n \"the CPE 2.3 string.'}), ('edition', ('str', {'lower': True, 'strip': True}),\",\n \"'doc': 'The file path if the mmap is a mapped\",\n \"document the ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {}, ( ('name',\",\n \"}), ('file', ('file:bytes', {}), { 'doc': 'The library file that\",\n \"('str', {'lower': True, 'strip': True, 'onespace': True}), { 'doc': 'The\",\n \"= logging.getLogger(__name__) class Cpe23Str(s_types.Str): ''' CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf\",\n \"'The main process executing code that created the mutex.', }),\",\n \"('it:exec:file:write', ('guid', {}), { 'doc': 'An instance of a host\",\n \"}), )), ('it:network', {}, ( ('name', ('str', {'lower': True, 'strip':\",\n \"'The main process executing code that created the named pipe.',\",\n \"'The time the thread exited.', }), ('exitcode', ('int', {}), {\",\n \"2.3 string.'}), ('sw_edition', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"source IPv6 address of the flow that caused the hit.'}),\",\n \"description of the CVE vulnerability.', 'disp': {'hint': 'text'}, }), ('url',\",\n \"version out of a string. Args: valu (str): String to\",\n \"'doc': 'The given software requests the android permission.'}), ('it:os:android:ilisten', ('comp',\",\n \"'Web account of the software author.', }), ('author:email', ('inet:email', {}),\",\n \"a string. Args: valu (str): String to attempt to get\",\n \"{}), { 'doc': 'The file that was deleted.', }), )),\",\n \":exe specified in :proc, if present.', }), ('time', ('time', {}),\",\n \"string [%s]', prop) def getModelDefs(self): modl = { 'ctors': (\",\n \"{}), { 'doc': 'An instance of a snort rule hit.',\",\n \"ATT&CK software.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A\",\n \"executing code that created the named pipe.', }), ('host', ('it:host',\",\n \"deleted.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry key\",\n \"'The YARA rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str',\",\n \"{ 'doc': 'The URL that documents the ATT&CK tactic.', }),\",\n \"('guid', {}), { 'doc': 'An instance of a host creating\",\n \"{ 'doc': 'The source address of flow that caused the\",\n \"a specific antivirus signature.', }), ('it:av:prochit', ('guid', {}), { 'doc':\",\n \"{}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process which\",\n \"of the host or system.', }), ('desc', ('str', {}), {\",\n \"version parts out of the string. Returns: int, dict: The\",\n \"('str', {}), { 'doc': 'Semver build string.', }), ('url', ('inet:url',\",\n \"('guid', {}), { 'doc': 'A YARA rule unique identifier.', }),\",\n \"'doc': 'Organization which authored the software.', }), ('author:acct', ('inet:web:acct', {}),\",\n \"the given Android intent.'}), ('it:prod:softver', ('guid', {}), { 'doc': 'A\",\n \"'The function rank score used to evaluate if it exhibits\",\n \"that deleted data from the registry.', }), ('host', ('it:host', {}),\",\n \"status of this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}), {\",\n \"True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as designated by\",\n \"{'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A file\",\n \"account.', 'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The\",\n \"element status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex': r'^G[0-9]{4}$'}), {\",\n \"information about the signature.', }) )), ('it:av:filehit', {}, ( ('file',\",\n \"that contains the function.'}), ('va', ('int', {}), { 'doc': 'The\",\n \"hit.', }), ('sig', ('it:av:sig', {}), { 'doc': 'The signature that\",\n \"{}), { 'doc': 'The Microsoft Windows Security Identifier of the\",\n \"software version that contains the library.'}), ('lib', ('it:prod:softver', {}), {'ro':\",\n \"case normalized version of the it:dev:str.', }), )), ('it:sec:cve', {},\",\n \"{'type': 'it:sec:cwe', 'uniq': True, 'sorted': True, 'split': ','}), { 'doc':\",\n \"of a host requesting a URL.', }), ('it:exec:bind', ('guid', {}),\",\n \"map was created in the process.', }), ('size', ('int', {}),\",\n \"}), ), 'forms': ( ('it:hostname', {}, ()), ('it:host', {}, (\",\n \"'doc': 'The host running the process that deleted the file.\",\n \"{ 'doc': 'An instance of a password hash.', }), ('it:exec:proc',\",\n \"path for the file.', }), ('path:dir', ('file:path', {}), { 'ro':\",\n \"{}), { 'doc': 'The SHA256 password hash value.', }), ('hash:sha512',\",\n \"mmap is mapped with write permissions.', }), ('perms:execute', ('bool', {}),\",\n \"('it:exec:proc', {}), { 'doc': 'The host process which caused the\",\n \"with this account.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"port.', }), ('it:fs:file', ('guid', {}), { 'doc': 'A file on\",\n \"address of the sofware author.', }), ('author:person', ('ps:person', {}), {\",\n \"main process executing code that created the new file.', }),\",\n \"{ 'doc': 'The source IPv6 address of the flow that\",\n \"for the ATT&CK group.', }), ('names', ('array', {'type': 'ou:name', 'uniq':\",\n \"= node.get('vers') if not prop: return await node.set('vers:norm', prop) #\",\n \"the version string.', }), ('arch', ('it:dev:str', {}), { 'doc': 'Software\",\n \"'cno.mitre.g0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':\",\n \"{ 'doc': 'Timestamp for when this version of the software\",\n \"(50, 'err'), (60, 'crit'), (70, 'alert'), (80, 'emerg'), ) class\",\n \"if c == ':': parts.append(part) part = '' continue part\",\n \"'doc': 'The name of the host or system.', }), ('desc',\",\n \"{ 'doc': 'URL relevant for the software.', }), ('isos', ('bool',\",\n \"}), ('contact', ('ps:contact', {}), { 'doc': 'Additional contact information associated\",\n \"await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node, oldv): # Set\",\n \"rule unique identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file',\",\n \"minor, patch) return valu loglevels = ( (10, 'debug'), (20,\",\n \"name of the snort rule.'}), ('version', ('it:semver', {}), { 'doc':\",\n \"a mapped view of a file.', }), ('hash:sha256', ('hash:sha256', {}),\",\n \"'The \\\"vendor\\\" field from the CPE 2.3 string.'}), ('product', ('str',\",\n \"{}), { 'doc': 'The YARA rule text.', 'disp': {'hint': 'text'},\",\n \"}), ('it:exec:proc', ('guid', {}), { 'doc': 'A process executing on\",\n \"nodes: name = nodes[0].get('name') if name: await node.set('software:name', name) async\",\n \"{ 'ro': True, 'doc': 'The file that contains the function.'}),\",\n \"('it:dev:str', {}), { 'doc': 'Version string associated with this version\",\n \"'doc': 'The host running the process that wrote to the\",\n \"version of a software product which is present on a\",\n \"document the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}), { 'doc':\",\n \"('sig', 'it:av:sig'))}), { 'doc': 'A file that triggered an alert\",\n \"'doc': 'The \\\"edition\\\" field from the CPE 2.3 string.'}), ('language',\",\n \"('text', ('str', {}), { 'doc': 'The YARA rule text.', 'disp':\",\n \"an ATT&CK group to a synapse ou:org.', }), ('name', ('ou:name',\",\n \"('hash:ntlm', {}), { 'doc': 'The NTLM password hash value.', }),\",\n \"for the ATT&CK software.', }), ('names', ('array', {'type': 'str', 'uniq':\",\n \"('vers', ('it:dev:str', {}), { 'doc': 'Version string associated with this\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The file extension\",\n \"('inet:url', {}), { 'doc': 'A URL linking this CWE to\",\n \"{ 'doc': 'The authentication domain that the host is a\",\n \"{}, ( ('mesg', ('str', {}), { 'doc': 'The log messsage\",\n \"for the ATT&CK group.', }), ('desc', ('str', {}), { 'doc':\",\n \"loaded from.', }), ('file', ('file:bytes', {}), { 'doc': 'The library\",\n \"}), )), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"a mutex.', }), ('it:dev:int', ('int', {}), { 'doc': 'A developer\",\n \"code that created the mutex.', }), ('host', ('it:host', {}), {\",\n \"array of groups that the account is a member of.',\",\n \"that operates the given domain.', }), )), ('it:network', {}, (\",\n \"subs dictionary. ''' try: valu, info = self.core.model.type('it:semver').norm(valu) subs =\",\n \"this software version.', }), ('vers', ('it:dev:str', {}), { 'doc': 'Version\",\n \"{ 'doc': 'The credentials that were used for the logon.',\",\n \"of the rule.'}), )), ('it:app:snort:hit', {}, ( ('rule', ('it:app:snort:rule', {}),\",\n \"array of techniques used by the software.', }), )), ('it:mitre:attack:mitigation',\",\n \"IDs used by the group.', }), ('software', ('array', {'type': 'it:mitre:attack:software',\",\n \"{}, ( ('rule', ('it:app:yara:rule', {}), { 'ro': True, 'doc': 'The\",\n \"included in this ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array',\",\n \"the ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {}, ( ('name', ('str',\",\n \"is present on a given host.', }), ('it:av:sig', ('comp', {'fields':\",\n \"True}), { 'doc': 'The name of the domain.', }), ('desc',\",\n \"{ 'doc': 'The host running the process that created the\",\n \"named pipe created by a process at runtime.', }), ('it:exec:url',\",\n \"value that was deleted.', }), )), ('it:app:snort:rule', {}, ( ('text',\",\n \"('src:thread', ('it:exec:thread', {}), { 'doc': 'The thread which created this\",\n \"library software version.'}), )), ('it:prod:softfile', {}, ( ('soft', ('it:prod:softver', {}),\",\n \"2.3 string specifying this software version', }), ('cves', ('array', {'type':\",\n \"ATT&CK software.', }), ('names', ('array', {'type': 'str', 'uniq': True, 'sorted':\",\n \"'doc': 'The main process executing code that bound the listening\",\n \"cover raise except Exception: logger.exception('Failed to brute force version string\",\n \"dictionary. ''' try: valu, info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs')\",\n \"file path (parsed from :path).', }), ('file', ('file:bytes', {}), {\",\n \"('time', {}), { 'doc': 'The start time for the process.',\",\n \"('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 address specified to\",\n \"of ATT&CK technique IDs used by the group.', }), ('software',\",\n \"def _splitCpe23(self, text): part = '' parts = [] genr\",\n \"'doc': 'Name of the software.', }), ('names', ('array', {'type': 'it:dev:str',\",\n \"snort rule that matched the file.'}), ('flow', ('inet:flow', {}), {\",\n \"'minor': minor, 'patch': patch} return valu, {'subs': subs} def repr(self,\",\n \"('success', ('bool', {}), { 'doc': 'Set to false to indicate\",\n \"True, 'doc': 'The signature name.', }), ('sig:soft', ('it:prod:soft', {}), {\",\n \"that wrote to the registry. Typically the same host referenced\",\n \"('time', ('time', {}), { 'doc': 'The time the logon occured.',\",\n \"host writing a file to a filesystem.', }), ('it:exec:reg:get', ('guid',\",\n \"version of the software is available from.', }), )), ('it:prod:softlib',\",\n \"'doc': 'Set to True if the software is an operating\",\n \"bound the listening port.', }), ('host', ('it:host', {}), { 'doc':\",\n \"the account is registered.', }), ('posix:uid', ('int', {}), { 'doc':\",\n \"{}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process where\",\n \"('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent') )}), {\",\n \"the time of match.'}), )), ('it:app:yara:rule', {}, ( ('text', ('str',\",\n \"in the axon.', }), )), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc',\",\n \"place where the host resides.', }), ('loc', ('loc', {}), {\",\n \"'doc': 'A free-form description of the host.', }), ('domain', ('it:domain',\",\n \"thread exited.', }), ('exitcode', ('int', {}), { 'doc': 'The exit\",\n \"pre-release version into a integer value Major, minor and patch\",\n \"{}), { 'doc': 'The time the library was loaded.', }),\",\n \"that wrote to the file. Typically the same host referenced\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"product\\\" field\",\n \"used to launch the process, including any command line parameters.',\",\n \"representing the semver is the bitwise concatenation of the major,\",\n \"alert on a specific antivirus signature.', }), ('it:av:prochit', ('guid', {}),\",\n \"anti-virus product which contains the signature.', }), )), ('it:av:prochit', {},\",\n \"minor, 'patch': patch} return valu, {'subs': subs} def repr(self, valu):\",\n \"'A GUID that represents a host or system.' }), ('it:log:event',\",\n \"the file path (parsed from :path).', }), ('path:ext', ('str', {'lower':\",\n \"'doc': 'The time the file was created.', }), ('path', ('file:path',\",\n \"'The process ID.', }), ('time', ('time', {}), { 'doc': 'The\",\n \"}), ('operator', ('ps:contact', {}), { 'doc': 'The operator of the\",\n \"YARA evaluation engines.'}), )), ('it:app:yara:match', {}, ( ('rule', ('it:app:yara:rule', {}),\",\n \"('desc', ('str', {}), { 'doc': 'The CWE description field.', 'disp':\",\n \"{ 'doc': 'The version of the rule at the time\",\n \"new file. May or may not be the same :exe\",\n \"pipe. May or may not be the same :exe specified\",\n \"associated with this version instance.', }), ('vers:norm', ('str', {'lower': True}),\",\n \"{ 'ro': True, 'doc': 'The parent directory of the file\",\n \"('hash:lm', ('hash:lm', {}), { 'doc': 'The LM password hash value.',\",\n \"inside an executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function',\",\n \"'The time the named pipe was created.', }), ('name', ('it:dev:pipe',\",\n \"'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run', }), ('it:dev:regval', ('guid', {}), { 'doc': 'A Windows registry\",\n \"{ 'doc': 'The time the logon occured.', }), ('success', ('bool',\",\n \"(parsed from :path).', }), ('path:base', ('file:base', {}), { 'ro': True,\",\n \"domain.', }), )), ('it:network', {}, ( ('name', ('str', {'lower': True,\",\n \"host containing the file.', }), ('path', ('file:path', {}), { 'doc':\",\n \"semantic version number.', }), ('semver:major', ('int', {}), { 'doc': 'Version\",\n \"this network.', }), )), ('it:account', {}, ( ('user', ('inet:user', {}),\",\n \"('it:exec:thread', ('guid', {}), { 'doc': 'A thread executing in a\",\n \"__init__(self, modl, name, info, opts): opts['lower'] = True s_types.Str.__init__(self, modl,\",\n \"optional contiguous IPv4 address range of this network.', }), ('net6',\",\n \"('it:domain', {}), { 'doc': 'The authentication domain where the account\",\n \"mutex created by a process at runtime.', }), ('it:exec:pipe', ('guid',\",\n \"'The host running the process that created the named pipe.\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"language\\\" field from\",\n \"return parts def _normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg =\",\n \"('guid', {}), { 'doc': 'An instance of a process triggering\",\n \"that documents the ATT&CK group.', }), ('tag', ('syn:tag', {}), {\",\n \"import synapse.lib.module as s_module import synapse.lib.version as s_version logger =\",\n \"registry was written to.', }), ('reg', ('it:dev:regval', {}), { 'doc':\",\n \"('it:dev:regkey', {}, ()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}), {\",\n \"'doc': 'The specific file containing code that bound the listening\",\n \"'doc': 'A free-form description of the CVE vulnerability.', 'disp': {'hint':\",\n \"'doc': 'A free-form description of the signature.', 'disp': {'hint': 'text'},\",\n \"documents the ATT&CK software.', }), ('tag', ('syn:tag', {}), { 'doc':\",\n \":proc, if present.', }), ('time', ('time', {}), { 'doc': 'The\",\n \"}), ('va', ('int', {}), { 'doc': 'The base memory address\",\n \"referenced in :proc, if present.', }), ('time', ('time', {}), {\",\n \"is available from.', }), )), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver',\",\n \"}), ('exitcode', ('int', {}), { 'doc': 'The exit code for\",\n \"('time', {}), { 'doc': 'The time the registry was written\",\n \"was loaded.', }), ('unloaded', ('time', {}), { 'doc': 'The time\",\n \")), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"serial number of the host.', }), ('operator', ('ps:contact', {}), {\",\n \"path to the POSIX account's home directory.\\\", 'ex': '/home/visi', }),\",\n \"running the process that created the mutex. Typically the same\",\n \"or may not be the same :exe referenced in :proc,\",\n \"'doc': 'The name of the domain.', }), ('desc', ('str', {}),\",\n \"{ 'ro': True, 'doc': 'The \\\"edition\\\" field from the CPE\",\n \"'A GUID that represents an account on a host or\",\n \"a windows domain.' }), ('it:account', ('guid', {}), { 'doc': 'A\",\n \"ATT&CK mitigation.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A\",\n \"thread which created this thread.', }), )), ('it:exec:loadlib', {}, (\",\n \"('url', ('inet:url', {}), { 'doc': 'The URL that documents the\",\n \"'The serial number of the host.', }), ('operator', ('ps:contact', {}),\",\n \"loaded.', }), ('unloaded', ('time', {}), { 'doc': 'The time the\",\n \"('ctime', ('time', {}), { 'doc': 'The file creation time.', }),\",\n \"logon originated.', }), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4\",\n \"'doc': 'The URL that documents the ATT&CK tactic.', }), ('tag',\",\n \"}), ('it:dev:regkey', ('str', {}), { 'doc': 'A Windows registry key.',\",\n \"if that information is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str,\",\n \"{}), { 'doc': 'The host running the process that bound\",\n \"{}), { 'doc': 'The host running the process that created\",\n \"'doc': 'The host that the account logged in to.', }),\",\n \"a particular version.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True,\",\n \"if present.', }), ('exe', ('file:bytes', {}), { 'doc': 'The specific\",\n \"('os', ('it:prod:softver', {}), {'ro': True, 'doc': 'The operating system which\",\n \"of the it:dev:str.', }), )), ('it:sec:cve', {}, ( ('desc', ('str',\",\n \"{ 'doc': 'The parent ATT&CK technique on this sub-technique.', }),\",\n \"}), ('desc', ('str', {}), { 'doc': 'A description of the\",\n \"('perm', ('it:os:android:perm', {}), {'ro': True, 'doc': 'The android permission requested\",\n \"string.'}), ('product', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"Software ID.', 'ex': 'S0154', }), ('it:dev:str', ('str', {}), { 'doc':\",\n \"the process that created the mutex. Typically the same host\",\n \"of the account.', 'ex': '1001', }), ('posix:gid', ('int', {}), {\",\n \"process at runtime.', }), ('it:exec:url', ('guid', {}), { 'doc': 'An\",\n \"('url', ('inet:url', {}), { 'doc': 'A reference URL for information\",\n \"contact information of the org or person who authored the\",\n \"{}), { 'doc': 'Version patch number.', }), ('semver:pre', ('str', {}),\",\n \"time the process exited.', }), ('exitcode', ('int', {}), { 'doc':\",\n \"('ps:contact', {}), { 'doc': 'The contact information of the org\",\n \"associated with this version instance.', }), ('software:name', ('str', {'lower': True,\",\n \"'The sensor host node that produced the hit.'}), ('version', ('it:semver',\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"edition\\\" field from\",\n \"'sorted': True, 'split': ','}), { 'doc': 'An array of ChildOf\",\n \"('exitcode', ('int', {}), { 'doc': 'The exit code for the\",\n \"pipe. Typically the same host referenced in :proc, if present.',\",\n \"('data', ('data', {}), { 'doc': 'A raw JSON record of\",\n \"'The primary name for the ATT&CK tactic.', }), ('desc', ('str',\",\n \"}), )), ('it:domain', {}, ( ('name', ('str', {'lower': True, 'strip':\",\n \"during the URL retrieval..' }), )), ('it:exec:bind', {}, ( ('proc',\",\n \"'warning'), (50, 'err'), (60, 'crit'), (70, 'alert'), (80, 'emerg'), )\",\n \"'doc': 'An instance of a function in an executable.', }),\",\n \"antivirus engine name.' }), ('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig',\",\n \"{ 'doc': 'The geo-political location string for the node.', }),\",\n \"specific version of the software is available from.', }), )),\",\n \"key.', }), ('it:exec:reg:del', ('guid', {}), { 'doc': 'An instance of\",\n \"'doc': 'The (optional) clear text password for this password hash.',\",\n \"'doc': 'The file that was created.', }), )), ('it:exec:file:del', {},\",\n \"in.', }), ('creds', ('auth:creds', {}), { 'doc': 'The credentials that\",\n \"of the software author.', }), ('author:email', ('inet:email', {}), { 'deprecated':\",\n \"('semver:pre', ('str', {}), { 'doc': 'Semver prerelease string.', }), ('semver:build',\",\n \"logical network.' }), ('it:domain', ('guid', {}), { 'doc': 'A logical\",\n \"pipe.', }), ('host', ('it:host', {}), { 'doc': 'The host running\",\n \"code that wrote to / modified the existing file.', }),\",\n \"'doc': 'The exit code for the process.', }), ('user', ('inet:user',\",\n \"('client:port', ('inet:port', {}), { 'doc': 'The client port during the\",\n \"'doc': 'A brief description of the group.', }), ('host', ('it:host',\",\n \"map an ATT&CK software to a synapse it:prod:soft.', }), ('name',\",\n \"'The file that contains the function.'}), ('va', ('int', {}), {\",\n \"host node that produced the hit.'}), ('version', ('it:semver', {}), {\",\n \"Returns: int, dict: The system normalized version integer and a\",\n \"}), )), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"_splitCpe23(self, text): part = '' parts = [] genr =\",\n \"deleted data from the registry. May or may not be\",\n \"'doc': 'The host running the process that created the mutex.\",\n \"path to the POSIX account's default shell.\\\", 'ex': '/bin/bash', }),\",\n \"process that deleted data from the registry. Typically the same\",\n \"('it:exec:thread', {}), { 'doc': 'The thread which created this thread.',\",\n \"the it:semver normalization before attempting to extract version parts out\",\n \"matched the process to the rule.'}), ('version', ('it:semver', {}), {\",\n \"{ 'doc': 'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, {\",\n \"{ 'doc': 'An array of strings referenced within the function.',\",\n \"linking this CWE to a full description.', }), ('parents', ('array',\",\n \"account.', 'ex': '1001', }), ('posix:gid', ('int', {}), { 'doc': 'The\",\n \"( ('key', ('it:dev:regkey', {}), { 'doc': 'The Windows registry key.',\",\n \"{}), { 'doc': 'The time the data from the registry\",\n \"('time', {}), { 'doc': 'The time the library was unloaded.',\",\n \"the activity.'}), ('thread', ('it:exec:thread', {}), { 'doc': 'The host thread\",\n \"'The IPv4 address specified to bind().' }), ('server:ipv6', ('inet:ipv6', {}),\",\n \"('it:logon', {}, ( ('time', ('time', {}), { 'doc': 'The time\",\n \"integer value Major, minor and patch levels are represented as\",\n \"node, oldv): # Set vers:norm and make it's normed valu\",\n \"used by the group.', }), )), ('it:mitre:attack:tactic', {}, ( ('name',\",\n \"listening port. May or may not be the same :exe\",\n \"as s_exc import synapse.lib.types as s_types import synapse.lib.module as s_module\",\n \")), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver', {}), {'ro':\",\n \"= s_version.parseSemver(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable\",\n \"()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}), { 'doc': 'The\",\n \"('group', ('inet:user', {}), { 'doc': 'The group owner of the\",\n \"{'hint': 'text'}, }), ('desc:short', ('str', {'lower': True}), { 'doc': 'A\",\n \"array of URLs that document the ATT&CK technique.', }), ('parent',\",\n \"'doc': 'The \\\"product\\\" field from the CPE 2.3 string.'}), ('version',\",\n \"('it:host:activity',), }), ('it:network', ('guid', {}), { 'doc': 'A GUID that\",\n \")), ('it:domain', {}, ( ('name', ('str', {'lower': True, 'strip': True,\",\n \"('language', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"file which caused the activity.'}), ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"= s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs': subs} def _normPyInt(self,\",\n \"modl, name, info, opts): opts['lower'] = True s_types.Str.__init__(self, modl, name,\",\n \"address where the library was loaded in the process.', }),\",\n \"array of URLs that document the ATT&CK mitigation.', }), ('addresses',\",\n \"semver properly or bruteforce parts try: valu, subs = self.bruteVersionStr(prop)\",\n \"\\\"The path to the POSIX account's home directory.\\\", 'ex': '/home/visi',\",\n \"'doc': 'The user ID of the account.', 'ex': '1001', }),\",\n \"'The name of the network.', }), ('desc', ('str', {}), {\",\n \"execute permissions.', }), ('created', ('time', {}), { 'doc': 'The time\",\n \"'doc': 'The log messsage text.', }), ('severity', ('int', {'enums': loglevels}),\",\n \"the ATT&CK mitigation.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),\",\n \"evaluated as a match.'}), )), ('it:reveng:function', {}, ( ('name', ('str',\",\n \"True}), { 'doc': 'Name of the software.', }), ('names', ('array',\",\n \"the registry key, if the value is an integer.', }),\",\n \"{}), { 'doc': 'Set to True if the software is\",\n \"('it:exec:file:add', ('guid', {}), { 'doc': 'An instance of a host\",\n \"'doc': 'The guid matching the function.'}), ('string', ('str', {}), {\",\n \"'it:prod:softver'))}), { 'doc': 'A software version contains a library software\",\n \"'doc': 'URL relevant for the software.', }), ('isos', ('bool', {}),\",\n \"the file was written to/modified.', }), ('path:dir', ('file:path', {}), {\",\n \"{ 'doc': 'The source IPv4 address of the flow that\",\n \"('serial', ('str', {}), { 'doc': 'The serial number of the\",\n \"( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The app software\",\n \"{'soft': prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name\",\n \"memory map in bytes.', }), ('perms:read', ('bool', {}), { 'doc':\",\n \"('it:exec:file:del', ('guid', {}), { 'doc': 'An instance of a host\",\n \"the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent',\",\n \"'The time the library was loaded.', }), ('unloaded', ('time', {}),\",\n \"{ 'doc': 'The contact information of the org or person\",\n \"('proc', ('it:exec:proc', {}), { 'doc': 'The process where the memory\",\n \"'split': ','}), { 'doc': 'An array of techniques used by\",\n \"s_exc.BadTypeValu: # Try doing version part extraction by noming through\",\n \"map an arbitrary pre-release version into a integer value Major,\",\n \"('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}), { 'ro': True, 'doc':\",\n \"('path', ('file:path', {}), { 'doc': 'The path where the file\",\n \"('ipv4', ('inet:ipv4', {}), { 'doc': 'The last known ipv4 address\",\n \"(70, 'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule): async def initCoreModule(self):\",\n \"scope of the function.', }), )), ('it:reveng:funcstr', {}, ( ('function',\",\n \"representing a mutex.', }), ('it:dev:int', ('int', {}), { 'doc': 'A\",\n \"host is a member of.', }), ('ipv4', ('inet:ipv4', {}), {\",\n \"to map an ATT&CK software to a synapse it:prod:soft.', }),\",\n \"'doc': 'A description of the ATT&CK software.', 'disp': {'hint': 'text'},\",\n \"major number.', }), ('semver:minor', ('int', {}), { 'doc': 'Version minor\",\n \"read permissions.', }), ('perms:write', ('bool', {}), { 'doc': 'True if\",\n \"'A free-form description of the CVE vulnerability.', 'disp': {'hint': 'text'},\",\n \"subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return valu,\",\n \"process.', }), ('loaded', ('time', {}), { 'doc': 'The time the\",\n \"{}), { 'doc': 'The URL that documents the ATT&CK tactic.',\",\n \"May or may not be the same :exe referenced in\",\n \"{}), { 'deprecated': True, 'doc': 'Organization which authored the software.',\",\n \"from the CPE 2.3 string.'}), ('sw_edition', ('str', {'lower': True, 'strip':\",\n \"of a password hash.', }), ('it:exec:proc', ('guid', {}), { 'doc':\",\n \"{}), { 'doc': 'The base memory address where the map\",\n \"( ('time', ('time', {}), { 'doc': 'The time the logon\",\n \"('complexity', ('int', {}), { 'doc': 'The complexity of the function.'}),\",\n \"with execute permissions.', }), ('created', ('time', {}), { 'doc': 'The\",\n \"'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD\",\n \"r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as designated by a Common\",\n \"'deprecated': True, 'doc': 'Person who authored the software.', }), ('url',\",\n \"given host.', }), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str',\",\n \"signature that the file triggered on.' }), ('time', ('time', {}),\",\n \"which created the process.' }), ('killedby', ('it:exec:proc', {}), { 'doc':\",\n \"annotate nodes included in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }),\",\n \"('int', {}), { 'doc': 'Version patch number.', }), ('semver:pre', ('str',\",\n \"registry. May or may not be the same :exe referenced\",\n \"time the file was written to/modified.', }), ('path', ('file:path', {}),\",\n \": product : version : update : edition : language\",\n \"{ 'doc': 'The time the thread exited.', }), ('exitcode', ('int',\",\n \")), ('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip': True}), { 'doc':\",\n \"True}), { 'doc': 'The primary name for the ATT&CK mitigation.',\",\n \"the hit.'}), ('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The source IPv4\",\n \"'doc': 'The time the mutex was created.', }), ('name', ('it:dev:mutex',\",\n \"name of the function.'}), ('description', ('str', {}), { 'doc': 'Notes\",\n \"{}), { 'doc': 'The (optional) clear text password for this\",\n \"'product': parts[4], 'version': parts[5], 'update': parts[6], 'edition': parts[7], 'language': parts[8],\",\n \"True, 'doc': 'The file that contains the function.'}), ('va', ('int',\",\n \"'doc': 'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run', }), ('it:dev:regval', ('guid',\",\n \"ipv4 address for the host.' }), ('latlong', ('geo:latlong', {}), {\",\n \"{ 'doc': 'The YARA rule text.', 'disp': {'hint': 'text'}, }),\",\n \"'A Windows registry key/value pair.', }), ('it:prod:soft', ('guid', {}), {\",\n \"that was written to.', }), )), ('it:exec:reg:del', {}, ( ('proc',\",\n \"which created the thread.', }), ('src:thread', ('it:exec:thread', {}), { 'doc':\",\n \"{ 'ro': True, 'doc': 'The \\\"update\\\" field from the CPE\",\n \"'A logical boundary of authentication and configuration such as a\",\n \"True, 'doc': 'Host serving a url.', }), ('url', ('inet:url', {}),\",\n \"executing code that read the file.', }), ('host', ('it:host', {}),\",\n \"'Version patch number.', }), ('semver:pre', ('str', {}), { 'doc': 'Semver\",\n \"('guid', {}), { 'doc': 'An instance of a host deleting\",\n \"activity occurred.'}), ('time', ('time', {}), { 'doc': 'The time that\",\n \"'An instance of a YARA rule match to a process.',\",\n \"YARA rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current version\",\n \"software requests the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app',\",\n \"}), ), 'types': ( ('it:hostname', ('str', {'strip': True, 'lower': True}),\",\n \"'The time the memory map was deleted.', }), ('path', ('file:path',\",\n \"'A library load event in a process.', }), ('it:exec:mmap', ('guid',\",\n \"('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"or value that was read.', }), )), ('it:exec:reg:set', {}, (\",\n \"'forms': ( ('it:hostname', {}, ()), ('it:host', {}, ( ('name', ('it:hostname',\",\n \"'update': parts[6], 'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10],\",\n \"address range of this network.', }), ('net6', ('inet:net6', {}), {\",\n \"('time', ('time', {}), { 'doc': 'The time that the AV\",\n \"('client:host', ('it:host', {}), { 'doc': 'The host where the logon\",\n \"{}), {'ro': True, 'doc': 'The app software which listens for\",\n \"{ 'doc': 'The file on the host.', }), ('ctime', ('time',\",\n \"mitigation.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A description\",\n \"('int', {}), { 'doc': 'Version major number.', }), ('semver:minor', ('int',\",\n \"}), ('exited', ('time', {}), { 'doc': 'The time the thread\",\n \"2.3 string.'}), )), ('it:sec:cwe', {}, ( ('name', ('str', {}), {\",\n \"'doc': 'Lower case normalized version of the it:dev:str.', }), )),\",\n \"('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"{ 'doc': 'The NIST CPE 2.3 string specifying this software.',\",\n \"instance of a host deleting a file from a filesystem.',\",\n \"}), ('server', ('inet:server', {}), { 'doc': 'The inet:addr of the\",\n \"('desc', ('str', {'strip': True}), { 'doc': 'A description of the\",\n \"('it:dev:regkey', ('str', {}), { 'doc': 'A Windows registry key.', 'ex':\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"update\\\"\",\n \":path).', }), ('file', ('file:bytes', {}), { 'doc': 'The file on\",\n \"the YARA rule.'}), ('time', ('time', {}), { 'doc': 'The time\",\n \"This normalizes a version string into an integer to allow\",\n \"mutex.', }), ('host', ('it:host', {}), { 'doc': 'The host running\",\n \"'doc': 'A Windows registry key/value pair.', }), ('it:prod:soft', ('guid', {}),\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"sw_edition\\\"\",\n \"to a synapse it:prod:soft.', }), ('name', ('str', {'strip': True}), {\",\n \"'doc': 'The Windows registry key.', }), ('str', ('it:dev:str', {}), {\",\n \"caused the hit.'}), ('dst:port', ('inet:port', {}), { 'doc': 'The destination\",\n \"mapped segment located in a process.', }), ('it:cmd', ('str', {'strip':\",\n \"listens for the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True,\",\n \"inside a function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc':\",\n \"used by the software.', }), )), ('it:mitre:attack:mitigation', {}, ( #\",\n \")), ('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}), { 'doc': 'Used\",\n \"('it:log:event', ('guid', {}), { 'doc': 'A GUID representing an individual\",\n \"host or network.' }), ('it:group', ('guid', {}), { 'doc': 'A\",\n \"{ 'doc': 'Set to True if the software is an\",\n \"of the host.', }), ('model', ('str', {}), { 'doc': 'The\",\n \"org that operates the given domain.', }), )), ('it:network', {},\",\n \"('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True, 'doc':\",\n \"system.'}), ('islib', ('bool', {}), { 'doc': 'Set to True if\",\n \"{}), { 'doc': 'The file on the host.', }), ('ctime',\",\n \"ATT&CK mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted':\",\n \"('author', ('ps:contact', {}), { 'doc': 'Contact info for the author\",\n \"for the thread.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'An\",\n \"'The time the file was deleted.', }), ('path', ('file:path', {}),\",\n \"{ 'doc': 'The host running the process that read the\",\n \"'doc': 'A Mitre ATT&CK Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation',\",\n \"('name', ('str', {'lower': True, 'strip': True, 'onespace': True}), { 'doc':\",\n \"was written to/modified.', }), ('path', ('file:path', {}), { 'doc': 'The\",\n \"node.set('semver', valu) for k, v in subs.items(): await node.set(f'semver:{k}', v)\",\n \"data from the registry.', }), ('host', ('it:host', {}), { 'doc':\",\n \"signature.', }) )), ('it:av:filehit', {}, ( ('file', ('file:bytes', {}), {\",\n \"dict: The system normalized version integer and a subs dictionary.\",\n \"'onespace': True}), { 'doc': 'The name of the network.', }),\",\n \"whitespace') subs = s_version.parseSemver(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu,\",\n \"instance of a host adding a file to a filesystem.',\",\n \"\\\"target_sw\\\" field from the CPE 2.3 string.'}), ('target_hw', ('str', {'lower':\",\n \"executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}), {\",\n \"{ 'doc': 'A developer-selected string.' }), ('it:dev:pipe', ('str', {}), {\",\n \"('thread', ('it:exec:thread', {}), { 'doc': 'The host thread which caused\",\n \"in bytes.', }), ('perms:read', ('bool', {}), { 'doc': 'True if\",\n \"{ 'doc': 'The destination port of the flow that caused\",\n \"r'^G[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Group ID.', 'ex': 'G0100',\",\n \"'doc': 'The file access time.', }), ('user', ('inet:user', {}), {\",\n \"('time', ('time', {}), { 'doc': 'The time the mutex was\",\n \"{ 'doc': 'The name of the function.'}), ('description', ('str', {}),\",\n \"20 bits. The comparable integer value representing the semver is\",\n \"('guid', {}), { 'doc': 'A mutex created by a process\",\n \"and a subs dictionary. ''' try: valu, info = self.core.model.type('it:semver').norm(valu)\",\n \"parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other':\",\n \"('file:path', {}), { 'doc': 'The default installation path of the\",\n \"'doc': 'A short description of the software.', }), ('cpe', ('it:sec:cpe',\",\n \"for an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'),\",\n \"registry key/value pair.', }), ('it:prod:soft', ('guid', {}), { 'doc': 'A\",\n \"('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, ( ('app',\",\n \"{ 'doc': 'Used to map an ATT&CK group to a\",\n \"named pipe.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"a YARA rule match to a process.', }), ('it:app:snort:rule', ('guid',\",\n \"file was created.', }), ('path:dir', ('file:path', {}), { 'ro': True,\",\n \"{'lower': 1}), { 'doc': 'A function from an imported library.',\",\n \"sensor host node that produced the hit.'}), ('version', ('it:semver', {}),\",\n \"that represents a group on a host or network.' }),\",\n \"distributes the file.'}), ('file', ('file:bytes', {}), {'ro': True, 'doc': 'The\",\n \"host.', }), ('model', ('str', {}), { 'doc': 'The product model\",\n \"'doc': 'The process which killed this process.', }), )), ('it:exec:thread',\",\n \"'edition': parts[7], 'language': parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11],\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"product\\\" field from\",\n \"'inet:url', 'uniq': True}), { 'doc': 'An array of URLs that\",\n \"a semver.') major, minor, patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major,\",\n \"author.', }), ('author:email', ('inet:email', {}), { 'deprecated': True, 'doc': 'Email\",\n \"{ 'ro': True, 'doc': 'The \\\"other\\\" field from the CPE\",\n \"{}), { 'doc': 'A description of the ATT&CK tactic.', 'disp':\",\n \"be an actual or a virtual / notional host.', }),\",\n \"('product', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"of ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group', {}, ( ('org',\",\n \"selected integer constant.', }), ('it:dev:regkey', ('str', {}), { 'doc': 'A\",\n \"import synapse.exc as s_exc import synapse.lib.types as s_types import synapse.lib.module\",\n \"which can run on the operating system.'}), ('os', ('it:prod:softver', {}),\",\n \"executing code that deleted data from the registry.', }), ('host',\",\n \"True}), { 'doc': 'An array of strings referenced within the\",\n \"source IPv4 address of the flow that caused the hit.'}),\",\n \"{ 'doc': 'The process where the memory was mapped.', }),\",\n \"given Android intent.'}), ('it:prod:softver', ('guid', {}), { 'doc': 'A specific\",\n \"a url.', }), ('url', ('inet:url', {}), { 'ro': True, 'doc':\",\n \"'doc': 'A NIST CPE 2.3 Formatted String', }), ), 'types':\",\n \"filesystem.', }), ('it:exec:file:read', ('guid', {}), { 'doc': 'An instance of\",\n \"'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The given software requests the\",\n \"{ 'doc': 'The given software listens for an android intent.'}),\",\n \"norm a negative integer as a semver.') if valu >\",\n \"caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The destination\",\n \"name) async def _onPropSoftverArch(self, node, oldv): # make it:dev:str for\",\n \"group is registered.', }), ('domain', ('it:domain', {}), { 'doc': 'The\",\n \"{ 'doc': 'The path where the file was written to/modified.',\",\n \"the axon.', }), )), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}),\",\n \"file path (parsed from :path).', }), ('path:ext', ('str', {'lower': True,\",\n \"('it:prod:softver', {}), {'ro': True, 'doc': 'The operating system which the\",\n \"within the scope of the function.', }), )), ('it:reveng:funcstr', {},\",\n \"patch levels are represented as integers, with a max width\",\n \"('creds', ('auth:creds', {}), { 'doc': 'The credentials that were used\",\n \"('desc', ('str', {}), { 'doc': 'A description of the ATT&CK\",\n \"'doc': 'The registry key or value that was deleted.', }),\",\n \"'doc': 'The parent ATT&CK technique on this sub-technique.', }), ('tactics',\",\n \"individual log event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}), {\",\n \"'ex': '/home/visi', }), ('posix:shell', ('file:path', {}), { 'doc': \\\"The path\",\n \"('strings', ('array', {'type': 'it:dev:str', 'uniq': True}), { 'doc': 'An array\",\n \"{'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as designated\",\n \"True, 'doc': 'The \\\"update\\\" field from the CPE 2.3 string.'}),\",\n \"'doc': 'The version of the rule at the time of\",\n \"{}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {},\",\n \"'doc': 'The time of the network flow that caused the\",\n \"}), ('path', ('file:path', {}), { 'doc': 'The file path if\",\n \"of.', }), )), ('it:group', {}, ( ('name', ('str', {'lower': True,\",\n \"'The CWE description field.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',\",\n \"created.', }), ('exited', ('time', {}), { 'doc': 'The time the\",\n \"('it:exec:url', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"the file. May or may not be the same :exe\",\n \"'doc': 'Software architecture.', }), ('released', ('time', {}), { 'doc': 'Timestamp\",\n \"'doc': 'An instance of a host getting a registry key.',\",\n \"'An instance of a host reading a file from a\",\n \"= [] genr = iter(text) try: while True: c =\",\n \"subs = s_version.parseSemver(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu, name=self.name,\",\n \"async def _onPropSoftverSoft(self, node, oldv): # Check to see if\",\n \"'The time that the AV engine detected the signature.' }),\",\n \"integer larger than 1152921504606846975 as a semver.') major, minor, patch\",\n \"'The executable file which caused the activity.'}), ('proc', ('it:exec:proc', {}),\",\n \"{}), { 'doc': 'The authentication domain where the group is\",\n \"True})))}), { 'doc': 'A signature name within the namespace of\",\n \"the URL. Typically the same host referenced in :proc, if\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"part\\\" field from\",\n \"'A vulnerability as designated by a Common Vulnerabilities and Exposures\",\n \"('array', {'type': 'it:group'}), { 'doc': 'An array of groups that\",\n \"('str', {'lower': True, 'strip': True}), { 'doc': 'An advertising identification\",\n \"was created.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':\",\n \"'The library file that was loaded.', }), )), ('it:exec:mmap', {},\",\n \"by a Common Vulnerabilities and Exposures (CVE) number.', 'ex': 'cve-2012-0158'\",\n \"''' Provides support for parsing a semantic version string into\",\n \"value representing the semver is the bitwise concatenation of the\",\n \"logical boundary of authentication and configuration such as a windows\",\n \"('intent', 'it:os:android:intent'))}), { 'doc': 'The given software listens for an\",\n \"by the software.', }), )), ('it:mitre:attack:mitigation', {}, ( # TODO\",\n \"the process.', }), ('exited', ('time', {}), { 'doc': 'The time\",\n \"extraction by noming through the string subs = s_version.parseVersionParts(valu) if\",\n \"this software version.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The\",\n \"= s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return valu, subs async\",\n \"if the mmap is mapped with execute permissions.', }), ('created',\",\n \"('it:exec:bind', ('guid', {}), { 'doc': 'An instance of a host\",\n \"{}, ( ('text', ('str', {}), { 'doc': 'The snort rule\",\n \"('file', 'file:bytes'))}), { 'doc': 'A file is distributed by a\",\n \"}), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), { 'deprecated':\",\n \"that matched the snort rule.'}), ('src', ('inet:addr', {}), { 'doc':\",\n \"}), ('sig:name', ('str', {'lower': True}), { 'ro': True, 'doc': 'The\",\n \"flow that caused the hit.'}), ('dst', ('inet:addr', {}), { 'doc':\",\n \"await node.set('semver', valu) for k, v in subs.items(): await node.set(f'semver:{k}',\",\n \"{ 'doc': 'The time of the network flow that caused\",\n \"{}), { 'doc': 'The host where the account is registered.',\",\n \"process executing code that bound the listening port.', }), ('host',\",\n \"('src:ipv4', ('inet:ipv4', {}), { 'doc': 'The source IPv4 address of\",\n \"'The authentication domain where the account is registered.', }), ('posix:uid',\",\n \"('str', {}), { 'doc': 'The name of the function.'}), ('description',\",\n \"('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software which distributes\",\n \"parse string as a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch'))\",\n \"ATT&CK software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted':\",\n \"a process.', }), ('it:exec:mmap', ('guid', {}), { 'doc': 'A memory\",\n \"'A GUID that represents an individual logon/logoff event.' }), ('it:hosturl',\",\n \"}), )), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"True, 'onespace': True}), { 'doc': 'The name of the domain.',\",\n \"('size', ('int', {}), { 'doc': 'The size of the memory\",\n \"mitigation.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag\",\n \"('time', ('time', {}), { 'doc': 'The time the port was\",\n \"{ 'ro': True, 'doc': 'The \\\"vendor\\\" field from the CPE\",\n \"deleted data from the registry.', }), ('host', ('it:host', {}), {\",\n \"address of the first codeblock of the function.'}), ('rank', ('int',\",\n \"executing code that deleted the file.', }), ('host', ('it:host', {}),\",\n \"a named pipe.', }), ('it:dev:mutex', ('str', {}), { 'doc': 'A\",\n \"{ 'doc': 'A specific version of a software product.'}), ('it:prod:softfile',\",\n \"'doc': 'Version string associated with this version instance.', }), ('vers:norm',\",\n \"May be an actual or a virtual / notional host.',\",\n \"for arch prop = node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop)\",\n \"process executing code that read the registry.', }), ('host', ('it:host',\",\n \"sofware author.', }), ('author:person', ('ps:person', {}), { 'deprecated': True, 'doc':\",\n \"\\\"cpe:2.3:\\\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self, valu) parts\",\n \"Major, minor and patch levels are represented as integers, with\",\n \"binding the port.' }), ('server:ipv4', ('inet:ipv4', {}), { 'doc': 'The\",\n \"_normPyInt(self, valu): if valu < 0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot\",\n \"'split': ','}), { 'doc': 'An array of ATT&CK tactics that\",\n \"attempt to get version information for. Notes: This first attempts\",\n \"True, 'doc': 'Person who authored the software.', }), ('url', ('inet:url',\",\n \"True}), { 'ro': True, 'doc': 'The signature name.' }), ('desc',\",\n \"'onespace': True}), { 'doc': 'The name of the domain.', }),\",\n \"as a windows domain.' }), ('it:account', ('guid', {}), { 'doc':\",\n \"('it:exec:proc', {}), { 'doc': 'The process which killed this process.',\",\n \"normalized semantic version number.', }), ('semver:major', ('int', {}), { 'doc':\",\n \"a host adding a file to a filesystem.', }), ('it:exec:file:del',\",\n \"s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if len(parts) != 13: mesg\",\n \"('time', {}), { 'doc': 'The time the thread exited.', }),\",\n \"'doc': 'The main process executing code that wrote to /\",\n \"and patch levels are represented as integers, with a max\",\n \"or network.' }), ('it:logon', ('guid', {}), { 'doc': 'A GUID\",\n \"}), ('ctime', ('time', {}), { 'doc': 'The file creation time.',\",\n \"{ 'doc': 'The main process executing code that wrote to\",\n \"permissions.', }), ('perms:execute', ('bool', {}), { 'doc': 'True if the\",\n \"'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12], } return\",\n \"operating system of the host.' }), ('manu', ('str', {}), {\",\n \"parent ATT&CK technique on this sub-technique.', }), ('tactics', ('array', {'type':\",\n \"where the account is registered.', }), ('domain', ('it:domain', {}), {\",\n \"the file.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':\",\n \"main process executing code that requested the URL.', }), ('host',\",\n \"a host writing a file to a filesystem.', }), ('it:exec:reg:get',\",\n \"{ 'ro': True, 'doc': 'The guid matching the function.'}), ('file',\",\n \"version : update : edition : language : sw_edition :\",\n \"with a max width of 20 bits. The comparable integer\",\n \"SHA256 password hash value.', }), ('hash:sha512', ('hash:sha512', {}), { 'doc':\",\n \"'doc': 'An instance of a host writing a file to\",\n \"address where the map was created in the process.', }),\",\n \"{'subs': subs} def _normPyInt(self, valu): if valu < 0: raise\",\n \"load event in a process.', }), ('it:exec:mmap', ('guid', {}), {\",\n \"('it:host', {}), { 'doc': 'The host where the account is\",\n \"May or may not be the same :exe specified in\",\n \"by a host or system.', }), ('it:sec:cve', ('str', {'lower': True,\",\n \"logon attempt.', }), ('logoff:time', ('time', {}), { 'doc': 'The time\",\n \"CPE 2.3 string.'}), ('target_hw', ('str', {'lower': True, 'strip': True}), {\",\n \"{}), { 'doc': 'The source IPv6 address of the flow\",\n \"('it:fs:file', ('guid', {}), { 'doc': 'A file on a host.'\",\n \"('it:dev:str', {}), { 'doc': 'Software architecture.', }), ('released', ('time', {}),\",\n \"('it:reveng:function', {}), { 'ro': True, 'doc': 'The guid matching the\",\n \"filesystem.', }), ('it:exec:file:del', ('guid', {}), { 'doc': 'An instance of\",\n \"('dst:port', ('inet:port', {}), { 'doc': 'The destination port of the\",\n \"authored the software.', }), ('author:acct', ('inet:web:acct', {}), { 'deprecated': True,\",\n \"larger than 1152921504606846975 as a semver.') major, minor, patch =\",\n \"{ 'doc': 'The optional contiguous IPv6 address range of this\",\n \"{}, ( # TODO map to an eventual risk:mitigation ('name',\",\n \"writing a file to a filesystem.', }), ('it:exec:reg:get', ('guid', {}),\",\n \"(parsed from :path).', }), ('file', ('file:bytes', {}), { 'doc': 'The\",\n \"('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split': ','}),\",\n \"the scope of the function.', }), ('strings', ('array', {'type': 'it:dev:str',\",\n \"this ATT&CK group ID.', 'ex': 'cno.mitre.g0100', }), ('references', ('array', {'type':\",\n \"raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self, valu) parts =\",\n \"'Semver prerelease string.', }), ('semver:build', ('str', {}), { 'doc': 'Semver\",\n \"}), ('it:dev:int', ('int', {}), { 'doc': 'A developer selected integer\",\n \"as we cannot map an arbitrary pre-release version into a\",\n \"the CVE vulnerability.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),\",\n \"the YARA rule.'}), ('author', ('ps:contact', {}), { 'doc': 'Contact info\",\n \"Formatted String', }), ), 'types': ( ('it:hostname', ('str', {'strip': True,\",\n \"}), ('it:dev:regval', ('guid', {}), { 'doc': 'A Windows registry key/value\",\n \"True, 'doc': 'The signature that the file triggered on.' }),\",\n \"of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), { 'doc': 'The destination\",\n \"parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12], } return ':'.join(parts),\",\n \"part : vendor : product : version : update :\",\n \"software broadcasts the given Android intent.'}), ('it:prod:softver', ('guid', {}), {\",\n \"('it:account', {}), { 'doc': 'The account that logged in.', }),\",\n \"{}), { 'doc': 'A description of the ATT&CK group.', 'disp':\",\n \"('int', {}), { 'doc': 'The user ID of the account.',\",\n \"'disp': {'hint': 'text'}, }), ('name', ('str', {}), { 'doc': 'The\",\n \"ATT&CK group.', }), ('names', ('array', {'type': 'ou:name', 'uniq': True, 'sorted':\",\n \"{ 'doc': 'The host process which caused the activity.'}), ('thread',\",\n \"()), ('it:exec:proc', {}, ( ('host', ('it:host', {}), { 'doc': 'The\",\n \"extract version parts out of the string. Returns: int, dict:\",\n \"read the file. May or may not be the same\",\n \"'str', 'uniq': True, 'sorted': True}), { 'doc': 'Associated names for\",\n \"('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"mapped.', }), ('va', ('int', {}), { 'doc': 'The base memory\",\n \"('name', ('str', {'lower': True}), { 'ro': True, 'doc': 'The signature\",\n \"the signature.', }), ('name', ('str', {'lower': True}), { 'ro': True,\",\n \"('str', {}), { 'doc': 'A brief description of the group.',\",\n \"{ 'doc': 'The registry key or value that was written\",\n \"('it:av:sig', {}), { 'doc': 'The signature that the file triggered\",\n \"component parts. This normalizes a version string into an integer\",\n \"'The main process executing code that requested the URL.', }),\",\n \"in a process.', }), ('it:exec:loadlib', ('guid', {}), { 'doc': 'A\",\n \"wrote to the registry.', }), ('host', ('it:host', {}), { 'doc':\",\n \"'The log messsage text.', }), ('severity', ('int', {'enums': loglevels}), {\",\n \"'split': ','}), { 'doc': 'An array of ATT&CK software IDs\",\n \"virtual address of the first codeblock of the function.'}), ('rank',\",\n \"'doc': 'The file that was modified.', }), )), ('it:exec:reg:get', {},\",\n \"True}), { 'ro': True, 'doc': 'The \\\"update\\\" field from the\",\n \"}), ('names', ('array', {'type': 'ou:name', 'uniq': True, 'sorted': True}), {\",\n \"'An iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc':\",\n \"comparison purposes, as we cannot map an arbitrary pre-release version\",\n \"logged in.', }), ('creds', ('auth:creds', {}), { 'doc': 'The credentials\",\n \"given software broadcasts the given Android intent.'}), ('it:prod:softver', ('guid', {}),\",\n \"True, 'doc': 'The file extension of the file name (parsed\",\n \"}), ('author:org', ('ou:org', {}), { 'deprecated': True, 'doc': 'Organization which\",\n \"an actual or a virtual / notional host.', }), ('exe',\",\n \"'doc': 'The registry key or value that was written to.',\",\n \"listening port.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"{}), { 'doc': 'The URL that documents the ATT&CK group.',\",\n \"the mmap is mapped with write permissions.', }), ('perms:execute', ('bool',\",\n \"('it:cmd', {}, ()), ('it:exec:proc', {}, ( ('host', ('it:host', {}), {\",\n \"created.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The\",\n \"{ 'doc': 'An instance of a host writing a file\",\n \"('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Used to\",\n \"CPE 2.3 string.'}), ('sw_edition', ('str', {'lower': True, 'strip': True}), {\",\n \"('dst', ('inet:addr', {}), { 'doc': 'The destination address of the\",\n \"(('host', 'it:host'), ('url', 'inet:url'))}), { 'doc': 'A url hosted on\",\n \"{ 'doc': 'The primary name for the ATT&CK mitigation.', }),\",\n \"of 20 bits. The comparable integer value representing the semver\",\n \"'The process that matched the YARA rule.'}), ('time', ('time', {}),\",\n \"'The android permission requested by the app.'}), )), ('it:prod:softos', {},\",\n \"sub-technique.', }), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True,\",\n \"this ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url',\",\n \"[%s]', prop) def getModelDefs(self): modl = { 'ctors': ( ('it:semver',\",\n \"('it:prod:softver', {}), {'ro': True, 'doc': 'The software which can run\",\n \"'The org that operates the given host.', }), )), ('it:log:event',\",\n \"rule match to a file.', }), ('it:app:yara:procmatch', ('guid', {}), {\",\n \"{}), { 'ro': True, 'doc': 'The signature that the file\",\n \"{}), { 'doc': 'The authentication domain that the host is\",\n \"{}), { 'doc': 'The primary group ID of the account.',\",\n \"for the ATT&CK software.', }), ('desc', ('str', {'strip': True}), {\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"edition\\\"\",\n \"that matched the file.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"('file:bytes', {}), { 'ro': True, 'doc': 'The file that matched\",\n \"'Version string associated with this version instance.', }), ('vers:norm', ('str',\",\n \"specific file containing code that wrote to the file. May\",\n \"by the app.'}), )), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver', {}),\",\n \"it:dev:str.', }), )), ('it:sec:cve', {}, ( ('desc', ('str', {}), {\",\n \"NIST CPE 2.3 Formatted String', }), ), 'types': ( ('it:hostname',\",\n \"{'type': 'it:dev:str', 'uniq': True}), { 'doc': 'An array of strings\",\n \"'The process which killed this process.', }), )), ('it:exec:thread', {},\",\n \"registry key or value that was written to.', }), )),\",\n \"True, 'sorted': True}), { 'doc': 'Associated names for the ATT&CK\",\n \"valu) parts = self._splitCpe23(text) if len(parts) != 13: mesg =\",\n \"next(genr) if c == '\\\\\\\\': c += next(genr) if c\",\n \"read.', }), ('path', ('file:path', {}), { 'doc': 'The path where\",\n \"'doc': 'Set to True if the software is a library.'}),\",\n \"('guid', {}), { 'doc': 'A GUID that represents an account\",\n \"{'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK element status.', 'ex':\",\n \"containing code that created the mutex. May or may not\",\n \"}), ('file', ('file:bytes', {}), { 'doc': 'The file on the\",\n \"the file. Typically the same host referenced in :proc, if\",\n \"string as a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return\",\n \"used to annotate nodes included in this ATT&CK group ID.',\",\n \"time.', }), ('user', ('inet:user', {}), { 'doc': 'The owner of\",\n \"the host.', }), ('model', ('str', {}), { 'doc': 'The product\",\n \"{ 'doc': 'A version of a software product which is\",\n \"('it:exec:mmap', ('guid', {}), { 'doc': 'A memory mapped segment located\",\n \"'doc': 'A Mitre ATT&CK Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique',\",\n \"that was requested.', }), ('client', ('inet:client', {}), { 'doc': 'The\",\n \"('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc':\",\n \"'The org that owns/operates the network.', }), ('net4', ('inet:net4', {}),\",\n \"('net4', ('inet:net4', {}), { 'doc': 'The optional contiguous IPv4 address\",\n \"prop: await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self, node, oldv): #\",\n \"'doc': 'Observed/variant names for this software version.', }), ('cpe', ('it:sec:cpe',\",\n \")), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc':\",\n \"account's default shell.\\\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), {\",\n \"installation path of the file.'}), )), ('it:hostsoft', {}, ( ('host',\",\n \"the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc': 'The\",\n \"product which contains the signature.', }), )), ('it:av:prochit', {}, (\",\n \"( ('text', ('str', {}), { 'doc': 'The snort rule text.',\",\n \"}), ('semver:major', ('int', {}), { 'doc': 'Version major number.', }),\",\n \"'it:reveng:filefunc'}), { 'doc': 'Other function calls within the scope of\",\n \"()), ('it:os:android:perm', {}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, (\",\n \"'The (optional) hex encoded salt value used to calculate the\",\n \"was written to.', }), )), ('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc',\",\n \"'Used to map an ATT&CK software to a synapse it:prod:soft.',\",\n \"documents the ATT&CK technique.', }), ('tag', ('syn:tag', {}), { 'doc':\",\n \"} return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int): ''' Provides support\",\n \"{}), { 'doc': 'The name of the snort rule.'}), ('version',\",\n \"('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other function calls within\",\n \"{ 'doc': 'The operator of the host.', }), ('org', ('ou:org',\",\n \"'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc': 'A YARA rule match to\",\n \"{ 'doc': 'An array of ChildOf CWE Relationships.' }), )),\",\n \"'An instance of a host creating or setting a registry\",\n \"mesg=mesg) text, info = s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if\",\n \"('intent', 'it:os:android:intent') )}), { 'doc': 'The given software broadcasts the\",\n \"we cannot map an arbitrary pre-release version into a integer\",\n \"'doc': 'A brief description of the domain.', }), ('org', ('ou:org',\",\n \"documents the ATT&CK tactic.', }), ('tag', ('syn:tag', {}), { 'doc':\",\n \"'/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft Windows\",\n \"{ 'doc': 'The file considered the \\\"main\\\" executable for the\",\n \"that document the ATT&CK tactic.', }), )), ('it:mitre:attack:technique', {}, (\",\n \"patch levels. Prerelease and build information will be parsed out\",\n \"'The username associated with the account', }), ('contact', ('ps:contact', {}),\",\n \"in this ATT&CK software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type':\",\n \"with the given os software version.'}), ('it:hostsoft', ('comp', {'fields': (('host',\",\n \"before attempting to extract version parts out of the string.\",\n \"'The named pipe string.', }), )), ('it:exec:url', {}, ( ('proc',\",\n \"{}, ( ('function', ('it:reveng:function', {}), { 'ro': True, 'doc': 'The\",\n \"that owns/operates the network.', }), ('net4', ('inet:net4', {}), { 'doc':\",\n \"'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre\",\n \"instance of a host writing a file to a filesystem.',\",\n \"( ('it:hostname', {}, ()), ('it:host', {}, ( ('name', ('it:hostname', {}),\",\n \"'doc': 'The URL that was requested.', }), ('client', ('inet:client', {}),\",\n \"('hash:sha256', ('hash:sha256', {}), { 'doc': 'A SHA256 hash of the\",\n \"'doc': 'The android intent which is broadcast by the app.'}),\",\n \"URLs that document the ATT&CK software.', }), ('techniques', ('array', {'type':\",\n \"{ 'doc': 'The registry key or value that was deleted.',\",\n \"'The software which can run on the operating system.'}), ('os',\",\n \"the flow that caused the hit.'}), ('src:port', ('inet:port', {}), {\",\n \"('time', {}), { 'doc': 'Timestamp for when this version of\",\n \"the ATT&CK group.', }), ('names', ('array', {'type': 'ou:name', 'uniq': True,\",\n \"signature that the file triggered on.' }), ('sig:name', ('str', {'lower':\",\n \"'Groups that are a member of this group.', }), ('posix:gid',\",\n \"virtual (e.g., malware sandbox) host.', }), ('it:exec:thread', ('guid', {}), {\",\n \"('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common Weaknesses Enumeration\",\n \"('sw_edition', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"ID.', }), ('time', ('time', {}), { 'doc': 'The start time\",\n \"{}), { 'doc': 'The file creation time.', }), ('mtime', ('time',\",\n \"('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version type.', }), ('it:sec:cpe',\",\n \"the process, including any command line parameters.', 'disp': {'hint': 'text'},\",\n \"current version of the rule.'}), ('enabled', ('bool', {}), { 'doc':\",\n \"within the function.', }), )), ('it:reveng:filefunc', {}, ( ('function', ('it:reveng:function',\",\n \"read.', }), )), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"'doc': 'The sensor host node that produced the hit.'}), ('version',\",\n \"'doc': 'The file that was deleted.', }), )), ('it:exec:file:read', {},\",\n \"}), ('arch', ('it:dev:str', {}), { 'doc': 'Software architecture.', }), ('released',\",\n \"{len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = {\",\n \"'doc': 'Used to map an ATT&CK software to a synapse\",\n \"'The host running the process that wrote to the file.\",\n \"}), )), ('it:fs:file', {}, ( ('host', ('it:host', {}), { 'doc':\",\n \"}), )), ('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip': True}), {\",\n \"}), ('semver:build', ('str', {}), { 'doc': 'Semver build string.', }),\",\n \"= {'major': major, 'minor': minor, 'patch': patch} return valu, {'subs':\",\n \"running the process that bound the listening port. Typically the\",\n \"integer to allow version ordering. Prerelease information is disregarded for\",\n \"('int', {}), { 'doc': 'The size of the memory map\",\n \"function.'}), ('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to imported\",\n \"array of URLs that document the ATT&CK software.', }), ('techniques',\",\n \"'doc': 'The SHA256 password hash value.', }), ('hash:sha512', ('hash:sha512', {}),\",\n \"{ 'doc': 'The host running the process that deleted data\",\n \"the YARA engine matched the process to the rule.'}), ('version',\",\n \"be the same :exe specified in :proc, if present.', }),\",\n \"'doc': 'The name of the software at a particular version.',\",\n \"s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string as a semver.') valu\",\n \"contains the signature.', }), ('name', ('str', {'lower': True}), { 'ro':\",\n \"of the rule at the time of match.'}), )), ('it:app:yara:rule',\",\n \"Exposures (CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}),\",\n \"intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True, 'doc': 'The android intent\",\n \"of the major, minor and patch levels. Prerelease and build\",\n \"('impcalls', ('array', {'type': 'it:reveng:impfunc'}), { 'doc': 'Calls to imported library\",\n \"deleted.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The\",\n \"{ 'doc': 'The time the library was loaded.', }), ('unloaded',\",\n \"documents the ATT&CK group.', }), ('tag', ('syn:tag', {}), { 'doc':\",\n \"the software.', }), ('author:org', ('ou:org', {}), { 'deprecated': True, 'doc':\",\n \"{ 'doc': 'The SHA256 password hash value.', }), ('hash:sha512', ('hash:sha512',\",\n \"'An array of techniques used by the software.', }), )),\",\n \"version of the rule at the time of match.'}), )),\",\n \"str await node.snap.addNode('it:dev:str', prop) # form the semver properly or\",\n \"containing code that deleted data from the registry. May or\",\n \"listening port.', }), ('it:fs:file', ('guid', {}), { 'doc': 'A file\",\n \"}), ('parents', ('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted': True, 'split':\",\n \"{}), { 'doc': 'A Windows registry key/value pair.', }), ('it:prod:soft',\",\n \"{}), { 'doc': 'The version of the rule at the\",\n \"('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The\",\n \"'doc': 'The \\\"update\\\" field from the CPE 2.3 string.'}), ('edition',\",\n \"('str', {}), { 'doc': 'A string representing a mutex.', }),\",\n \"Relationships.' }), )), ('it:mitre:attack:group', {}, ( ('org', ('ou:org', {}), {\",\n \"'doc': 'The URL that documents the ATT&CK mitigation.', }), ('tag',\",\n \"{}), { 'doc': 'The source address of flow that caused\",\n \"}), ('time', ('time', {}), { 'doc': 'The start time for\",\n \"'doc': 'Other function calls within the scope of the function.',\",\n \"('manu', ('str', {}), { 'doc': 'The manufacturer of the host.',\",\n \"of a string. Args: valu (str): String to attempt to\",\n \"force the version out of a string. Args: valu (str):\",\n \"'doc': 'A raw JSON record of the log event.', }),\",\n \"}), ('semver:minor', ('int', {}), { 'doc': 'Version minor number.', }),\",\n \"{ 'doc': 'The Windows registry key.', }), ('str', ('it:dev:str', {}),\",\n \"member of.', }), ('ipv4', ('inet:ipv4', {}), { 'doc': 'The last\",\n \")), ('it:exec:mutex', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid', {}), { 'doc':\",\n \"('it:exec:proc', {}), { 'doc': 'The process which created the process.'\",\n \"for this password hash.', }), )), ('it:cmd', {}, ()), ('it:exec:proc',\",\n \"{'strip': True}), { 'doc': 'The primary name for the ATT&CK\",\n \"binary data.', }), )), ('it:prod:soft', {}, ( ('name', ('str', {'lower':\",\n \"engine matched the process to the rule.'}), ('version', ('it:semver', {}),\",\n \"strings if that information is present. ''' def postTypeInit(self): s_types.Int.postTypeInit(self)\",\n \"}), ('os', ('it:prod:softver', {}), { 'doc': 'The operating system of\",\n \"is mapped with read permissions.', }), ('perms:write', ('bool', {}), {\",\n \"snort rule.'}), ('src', ('inet:addr', {}), { 'doc': 'The source address\",\n \"code that created the named pipe.', }), ('host', ('it:host', {}),\",\n \"('url', 'inet:url'))}), { 'doc': 'A url hosted on or served\",\n \"of techniques used by the software.', }), )), ('it:mitre:attack:mitigation', {},\",\n \"the software is an operating system.'}), ('islib', ('bool', {}), {\",\n \"'The primary group ID of the account.', 'ex': '1001', }),\",\n \"'ex': '1001', }), ('posix:gid', ('int', {}), { 'doc': 'The primary\",\n \"{}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The android\",\n \"string.', 'ex': 'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid', {}), {\",\n \"allow version ordering. Prerelease information is disregarded for integer comparison\",\n \"'An advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}), { 'doc':\",\n \"f'CPE 2.3 string has {len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu,\",\n \"('inet:net6', {}), { 'doc': 'The optional contiguous IPv6 address range\",\n \"('text', ('str', {}), { 'doc': 'The snort rule text.', 'disp':\",\n \"raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string as a semver.')\",\n \"'doc': 'The source IPv4 address of the flow that caused\",\n \"( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version type.', }),\",\n \"hash.', }), ('hash:md5', ('hash:md5', {}), { 'doc': 'The MD5 password\",\n \")), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}), { 'doc':\",\n \"('file:bytes', {}), { 'ro': True, 'doc': 'The file that contains\",\n \"'The exit code for the process.', }), ('user', ('inet:user', {}),\",\n \"main process executing code that deleted data from the registry.',\",\n \"('it:exec:proc', {}), { 'doc': 'The main process executing code that\",\n \"which the software can run on.'}), )), ('it:os:android:ilisten', {}, (\",\n \"'The geo-political location string for the node.', }), ('os', ('it:prod:softver',\",\n \"}), )), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"url hosted on or served by a host or system.',\",\n \"version integer and a subs dictionary. ''' try: valu, info\",\n \"True, 'doc': 'The \\\"target_hw\\\" field from the CPE 2.3 string.'}),\",\n \"('it:app:snort:rule', {}), { 'doc': 'The snort rule that matched the\",\n \"{}), { 'doc': 'Software architecture.', }), ('released', ('time', {}), {\",\n \"destination IPv4 address of the flow that caused the hit.'}),\",\n \"'strip': True}), { 'doc': 'Name of the software.', }), ('names',\",\n \"{ 'doc': 'The name of the domain.', }), ('desc', ('str',\",\n \"}), ('time', ('time', {}), { 'doc': 'The time the named\",\n \"name of the domain.', }), ('desc', ('str', {}), { 'doc':\",\n \"{}), { 'doc': 'The default installation path of the file.'}),\",\n \"('rule', ('it:app:snort:rule', {}), { 'doc': 'The snort rule that matched\",\n \"'doc': 'The authentication domain where the group is registered.', }),\",\n \"{}), {'ro': True, 'doc': 'The android permission requested by the\",\n \"node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self,\",\n \"('inet:url', {}), { 'ro': True, 'doc': 'URL available on the\",\n \":proc, if present.'}), ('time', ('time', {}), { 'doc': 'The time\",\n \"{ 'ro': True, 'doc': 'The final component of the file\",\n \"software which can run on the operating system.'}), ('os', ('it:prod:softver',\",\n \"strings using the it:semver normalization before attempting to extract version\",\n \"patch} return valu, {'subs': subs} def repr(self, valu): major, minor,\",\n \"the ATT&CK mitigation.', }), ('addresses', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True,\",\n \"network.', }), )), ('it:account', {}, ( ('user', ('inet:user', {}), {\",\n \"('sig:soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus product\",\n \"s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return valu, subs async def\",\n \"{'strip': True}), { 'doc': 'A description of the ATT&CK mitigation.',\",\n \"the major, minor and patch levels. Prerelease and build information\",\n \"'doc': 'A YARA rule unique identifier.', }), ('it:app:yara:match', ('comp', {'fields':\",\n \"{}), { 'doc': 'A thread executing in a process.', }),\",\n \"}), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'A SHA256 hash of\",\n \"to annotate nodes included in this ATT&CK tactic.', 'ex': 'cno.mitre.ta0100',\",\n \"in :proc, if present.'}), ('time', ('time', {}), { 'doc': 'The\",\n \"'doc': 'The process where the memory was mapped.', }), ('va',\",\n \"{}), { 'doc': 'The status of this ATT&CK technique.', }),\",\n \"{}), { 'doc': 'The host running the process that requested\",\n \"was created in the process.', }), ('size', ('int', {}), {\",\n \"if the mmap is a mapped view of a file.',\",\n \"'it:prod:softver'))}), { 'doc': 'A version of a software product which\",\n \"it if possible prop = node.get('software') if prop: opts =\",\n \"{ 'doc': 'The org that operates the given host.', }),\",\n \"of the rule evaluated as a match.'}), )), ('it:app:yara:procmatch', {},\",\n \"{'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common Weaknesses Enumeration Specification',\",\n \"valu prop = node.get('vers') if not prop: return await node.set('vers:norm',\",\n \"string subs = s_version.parseVersionParts(valu) if subs is None: raise s_exc.BadTypeValu(valu=valu,\",\n \"'The product model of the host.', }), ('serial', ('str', {}),\",\n \"True, 'doc': 'The \\\"other\\\" field from the CPE 2.3 string.'}),\",\n \"{}), { 'doc': 'The operating system of the host.' }),\",\n \"mesg='Cannot norm a integer larger than 1152921504606846975 as a semver.')\",\n \"the process that read the registry. Typically the same host\",\n \"}), ('it:dev:mutex', ('str', {}), { 'doc': 'A string representing a\",\n \"{'lower': True, 'strip': True, 'onespace': True}), { 'doc': 'The name\",\n \"IPv6 where the logon originated.', }), )), ('it:hosturl', {}, (\",\n \"('hash:sha1', ('hash:sha1', {}), { 'doc': 'The SHA1 password hash value.',\",\n \"value.', }), ('hash:sha512', ('hash:sha512', {}), { 'doc': 'The SHA512 password\",\n \"('str', {}), { 'doc': 'A brief description of the network.',\",\n \"{ 'doc': 'The NIST CPE 2.3 string specifying this software\",\n \"'doc': 'The Microsoft Windows Security Identifier of the account.', }),\",\n \"{}), { 'doc': 'The source port of the flow that\",\n \"- = N/A ''' def __init__(self, modl, name, info, opts):\",\n \"running the process that read the file. Typically the same\",\n \"('it:av:filehit', {}, ( ('file', ('file:bytes', {}), { 'ro': True, 'doc':\",\n \"'doc': 'The given software listens for an android intent.'}), ('it:os:android:ibroadcast',\",\n \"('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 where the logon\",\n \"URL retrieval..' }), ('client:port', ('inet:port', {}), { 'doc': 'The client\",\n \"logger.exception('Failed to brute force version string [%s]', prop) def getModelDefs(self):\",\n \"the process. For example, rundll32.exe may be considered the \\\"main\\\"\",\n \"'foo.exe --dostuff bar', }), ('it:exec:mutex', ('guid', {}), { 'doc': 'A\",\n \"'doc': 'The time that the YARA engine matched the process\",\n \"'doc': 'The status of this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique',\",\n \"primary name for the ATT&CK software.', }), ('names', ('array', {'type':\",\n \"a file.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'A SHA256\",\n \"time.', }), ('mtime', ('time', {}), { 'doc': 'The file modification\",\n \"('comp', {'fields': ( ('soft', 'it:prod:softver'), ('lib', 'it:prod:softver'))}), { 'doc': 'A\",\n \"parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part':\",\n \"to a string inside a function.', }), ('it:reveng:impfunc', ('str', {'lower':\",\n \"'The synapse tag used to annotate nodes included in this\",\n \"('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The\",\n \"ATT&CK tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':\",\n \"{'ro': True, 'doc': 'The file distributed by the software.'}), ('path',\",\n \"'doc': 'A developer-selected string.' }), ('it:dev:pipe', ('str', {}), { 'doc':\",\n \"(str): String to attempt to get version information for. Notes:\",\n \"{}), { 'doc': 'The operator of the host.', }), ('org',\",\n \")), ('it:sec:cve', {}, ( ('desc', ('str', {}), { 'doc': 'A\",\n \"'The host where the logon originated.', }), ('client:ipv4', ('inet:ipv4', {}),\",\n \"host adding a file to a filesystem.', }), ('it:exec:file:del', ('guid',\",\n \"'doc': 'The IPv4 of the client during the URL retrieval..'\",\n \"host that executed the process. May be an actual or\",\n \"async def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async def _onFormMakeDevStr(self,\",\n \"on the host.'}) )), ('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}),\",\n \"the software.', }), ('url', ('inet:url', {}), { 'doc': 'URL relevant\",\n \"known location for the host.' }), ('place', ('geo:place', {}), {\",\n \"CPE 2.3 Formatted String', }), ), 'types': ( ('it:hostname', ('str',\",\n \"actual (e.g., endpoint) or virtual (e.g., malware sandbox) host.', }),\",\n \"{ 'doc': 'The host that the account logged in to.',\",\n \"}), ('groups', ('array', {'type': 'it:group'}), { 'doc': 'An array of\",\n \"of this group.', }), ('posix:gid', ('int', {}), { 'doc': 'The\",\n \"specific file containing code that bound the listening port. May\",\n \"(Section 6.2) cpe:2.3: part : vendor : product : version\",\n \"of the host.', }), ('serial', ('str', {}), { 'doc': 'The\",\n \"('inet:net4', {}), { 'doc': 'The optional contiguous IPv4 address range\",\n \"system normalized version integer and a subs dictionary. ''' try:\",\n \"('url', ('inet:url', {}), { 'doc': 'A URL linking this CVE\",\n \"of the network.', }), ('org', ('ou:org', {}), { 'doc': 'The\",\n \"the flow that caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}), {\",\n \"await node.snap.addNode('it:dev:str', prop) # form the semver properly or bruteforce\",\n \"String to attempt to get version information for. Notes: This\",\n \"an ATT&CK software to a synapse it:prod:soft.', }), ('name', ('str',\",\n \"('it:sec:cve', {}, ( ('desc', ('str', {}), { 'doc': 'A free-form\",\n \"'The IPv6 where the logon originated.', }), )), ('it:hosturl', {},\",\n \"for the ATT&CK mitigation.', }), ('desc', ('str', {'strip': True}), {\",\n \"a registry key.', }), ('it:exec:reg:set', ('guid', {}), { 'doc': 'An\",\n \"of CVEs that apply to this software version.', }), ('vers',\",\n \"a match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}), {\",\n \"('path', ('file:path', {}), { 'doc': 'The path to the executable\",\n \"}), )), ('it:mitre:attack:mitigation', {}, ( # TODO map to an\",\n \"'The IPv6 address specified to bind().' }), ('server:port', ('inet:port', {}),\",\n \"'The path where the file was deleted.', }), ('path:dir', ('file:path',\",\n \"}), ('src:proc', ('it:exec:proc', {}), { 'doc': 'An external process which\",\n \"about the signature.', }) )), ('it:av:filehit', {}, ( ('file', ('file:bytes',\",\n \")), ('it:prod:softver', {}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Software\",\n \"available from.', }), )), ('it:prod:softlib', {}, ( ('soft', ('it:prod:softver', {}),\",\n \"value is an integer.', }), ('bytes', ('file:bytes', {}), { 'doc':\",\n \"'doc': 'The android app which requests the permission.'}), ('perm', ('it:os:android:perm',\",\n \"{ 'doc': 'The IPv6 address specified to bind().' }), ('server:port',\",\n \"'The host running the process that read the file. Typically\",\n \"rule unique identifier.', }), ('it:app:snort:hit', ('guid', {}), { 'doc': 'An\",\n \"}), ('url', ('inet:url', {}), { 'doc': 'The URL that documents\",\n \"('inet:url', {}), { 'doc': 'The URL that documents the ATT&CK\",\n \"node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name = nodes[0].get('name') if name: await\",\n \"('inet:server', {}), { 'doc': 'The inet:addr of the server when\",\n \"{ 'doc': 'The file path if the mmap is a\",\n \"to extract version parts out of the string. Returns: int,\",\n \"of the registry key, if the value is an integer.',\",\n \"caused the activity.'}), ('thread', ('it:exec:thread', {}), { 'doc': 'The host\",\n \"('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An android advertising identification string.'}),\",\n \"file.', }), )), ('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"'The Microsoft Windows Security Identifier of the account.', }), ('groups',\",\n \"}), ('it:exec:loadlib', ('guid', {}), { 'doc': 'A library load event\",\n \"= True s_types.Str.__init__(self, modl, name, info, opts) def _splitCpe23(self, text):\",\n \"parts[3], 'product': parts[4], 'version': parts[5], 'update': parts[6], 'edition': parts[7], 'language':\",\n \")), ('it:log:event', {}, ( ('mesg', ('str', {}), { 'doc': 'The\",\n \"code that requested the URL. May or may not be\",\n \"is available and set it if possible prop = node.get('software')\",\n \"{ 'doc': 'The URL that documents the ATT&CK software.', }),\",\n \"main process executing code that read the file.', }), ('host',\",\n \"available on the host.', }), )), ('it:dev:str', {}, ( ('norm',\",\n \"('it:sec:cve', ('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability\",\n \": sw_edition : target_sw : target_hw : other * =\",\n \"executing code that wrote to / modified the existing file.',\",\n \"'ex': 'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), {\",\n \"'doc': 'A snort rule unique identifier.', }), ('it:app:snort:hit', ('guid', {}),\",\n \"to be compatible with the given os software version.'}), ('it:hostsoft',\",\n \"string.', }), ('semver:build', ('str', {}), { 'doc': 'Semver build string.',\",\n \"running the process that read the registry. Typically the same\",\n \"evaluated as a match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule',\",\n \"'The name of the software at a particular version.', }),\",\n \"{ 'doc': 'The URL that documents the ATT&CK group.', }),\",\n \"('auth:creds', {}), { 'doc': 'The credentials that were used for\",\n \"software.', }), ('desc', ('str', {}), { 'doc': 'A description of\",\n \"('int', {}), { 'doc': 'The exit code or return value\",\n \"{}), { 'doc': 'URL where a specific version of the\",\n \"'strip': True, 'onespace': True}), { 'doc': 'The name of the\",\n \"the software.'}), ('path', ('file:path', {}), { 'doc': 'The default installation\",\n \"('inet:web:acct', {}), { 'deprecated': True, 'doc': 'Web account of the\",\n \"{ 'doc': 'An instance of a host creating or setting\",\n \"host process which caused the activity.'}), ('thread', ('it:exec:thread', {}), {\",\n \"initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self,\",\n \"'doc': 'An iOS advertising identification string.'}), ('it:os:android:aaid', ('it:adid', {}), {\",\n \"'A free-form description of the signature.', 'disp': {'hint': 'text'}, }),\",\n \"'The IPv4 of the client during the URL retrieval..' }),\",\n \"log event.', }), )), ('it:domain', {}, ( ('name', ('str', {'lower':\",\n \"valu) for k, v in subs.items(): await node.set(f'semver:{k}', v) except\",\n \"'The time that the YARA engine matched the process to\",\n \"main process executing code that read the registry.', }), ('host',\",\n \"'The main process executing code that deleted data from the\",\n \"{}), { 'doc': 'Contact info for the author of the\",\n \"( ('proc', ('it:exec:proc', {}), { 'doc': 'The process where the\",\n \"originated.', }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 where\",\n \"('file', ('file:bytes', {}), {'ro': True, 'doc': 'The file distributed by\",\n \"','}), { 'doc': 'An array of ATT&CK technique IDs addressed\",\n \"{ 'doc': 'The operating system of the host.' }), ('manu',\",\n \")), ('it:group', {}, ( ('name', ('str', {'lower': True, 'strip': True,\",\n \"the process. May be an actual or a virtual /\",\n \"'doc': 'The org that owns/operates the network.', }), ('net4', ('inet:net4',\",\n \"specific antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}), { 'doc': 'An\",\n \"specific file containing code that read the file. May or\",\n \"'doc': 'The library software version.'}), )), ('it:prod:softfile', {}, ( ('soft',\",\n \"'The \\\"target_hw\\\" field from the CPE 2.3 string.'}), ('other', ('str',\",\n \"major, minor and patch levels. Prerelease and build information will\",\n \"}), )), ('it:prod:soft', {}, ( ('name', ('str', {'lower': True, 'strip':\",\n \"that wrote to the registry.', }), ('host', ('it:host', {}), {\",\n \"('it:prod:softver', {}), {'ro': True, 'doc': 'The app software which listens\",\n \"version instance.', }), ('vers:norm', ('str', {'lower': True}), { 'doc': 'Normalized\",\n \"('int', {}), { 'doc': 'The complexity of the function.'}), ('funccalls',\",\n \"'doc': 'The path where the file was created.', }), ('path:dir',\",\n \"True, 'doc': 'The \\\"language\\\" field from the CPE 2.3 string.'}),\",\n \"getModelDefs(self): modl = { 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, {\",\n \"'The IPv4 where the logon originated.', }), ('client:ipv6', ('inet:ipv6', {}),\",\n \"hash.', }), ('it:exec:proc', ('guid', {}), { 'doc': 'A process executing\",\n \"of the host.', }), ('operator', ('ps:contact', {}), { 'doc': 'The\",\n \"log messsage text.', }), ('severity', ('int', {'enums': loglevels}), { 'doc':\",\n \"}), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq': True, 'sorted': True, 'split':\",\n \"as a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu,\",\n \"('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The\",\n \"'The \\\"language\\\" field from the CPE 2.3 string.'}), ('sw_edition', ('str',\",\n \"{}), { 'doc': 'The command string used to launch the\",\n \"was requested.', }), ('url', ('inet:url', {}), { 'doc': 'The URL\",\n \"of the function.'}), ('rank', ('int', {}), { 'doc': 'The function\",\n \"represents a logical network.' }), ('it:domain', ('guid', {}), { 'doc':\",\n \"{ 'doc': 'The host running the process that bound the\",\n \"host.' }), ('manu', ('str', {}), { 'doc': 'The manufacturer of\",\n \"('semver:build', ('str', {}), { 'doc': 'Semver build string.', }), ('url',\",\n \"triggered on.' }), ('sig:name', ('str', {'lower': True}), { 'ro': True,\",\n \"created the mutex. Typically the same host referenced in :proc,\",\n \"{ 'doc': 'The executable file which caused the activity.'}), ('proc',\",\n \"}), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}), { 'doc':\",\n \"a integer value Major, minor and patch levels are represented\",\n \"Mitre ATT&CK element status.', 'ex': 'current', }), ('it:mitre:attack:group', ('str', {'regex':\",\n \"'An instance of a host binding a listening port.', }),\",\n \"{}), { 'doc': 'An instance of a host requesting a\",\n \"_onPropSoftverSoft(self, node, oldv): # Check to see if name is\",\n \"{ 'doc': 'The time the memory map was deleted.', }),\",\n \"{ 'doc': 'The specific file containing code that read the\",\n \"the string subs = s_version.parseVersionParts(valu) if subs is None: raise\",\n \"{ 'doc': 'The rule enabled status to be used for\",\n \"'The host running the process that created the new file.\",\n \"return valu, subs except s_exc.BadTypeValu: # Try doing version part\",\n \"encoded salt value used to calculate the password hash.', }),\",\n \"'uniq': True}), { 'doc': 'An array of strings referenced within\",\n \"'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A\",\n \"{}, ( ('host', ('it:host', {}), { 'ro': True, 'doc': 'Host\",\n \"'The destination address of the trigger.'}), ('dst:ipv4', ('inet:ipv4', {}), {\",\n \"of ATT&CK tactics that include this technique.', }), )), ('it:mitre:attack:software',\",\n \"'The rule enabled status to be used for YARA evaluation\",\n \"'doc': 'An array of URLs that document the ATT&CK group.',\",\n \"('it:domain', {}, ( ('name', ('str', {'lower': True, 'strip': True, 'onespace':\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"language\\\" field\",\n \"async def _onFormMakeDevStr(self, node): pprop = node.ndef[1] await node.snap.addNode('it:dev:str', pprop)\",\n \"to parse strings using the it:semver normalization before attempting to\",\n \"'doc': 'A Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa',\",\n \"'The parent ATT&CK technique on this sub-technique.', }), ('tactics', ('array',\",\n \"URL linking this CWE to a full description.', }), ('parents',\",\n \"{ 'doc': 'An instance of a host requesting a URL.',\",\n \"{ 'doc': 'The primary name for the ATT&CK technique.', }),\",\n \"GUID that represents a group on a host or network.'\",\n \"executable for the process. For example, rundll32.exe may be considered\",\n \"process that requested the URL. Typically the same host referenced\",\n \"that created the mutex. Typically the same host referenced in\",\n \"will be parsed out and available as strings if that\",\n \"is a member of.', }), ('ipv4', ('inet:ipv4', {}), { 'doc':\",\n \"'doc': 'The primary name for the ATT&CK software.', }), ('names',\",\n \"('url', ('inet:url', {}), { 'ro': True, 'doc': 'URL available on\",\n \"primary name for the ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}),\",\n \"}), ('isnow', ('it:mitre:attack:technique', {}), { 'doc': 'If deprecated, this field\",\n \"}), ('it:sec:cwe', ('str', {'regex': r'^CWE-[0-9]{1,8}$'}), { 'doc': 'NIST NVD Common\",\n \"{}), {'ro': True, 'doc': 'The file distributed by the software.'}),\",\n \"process executing code that deleted the file.', }), ('host', ('it:host',\",\n \"that read the file. Typically the same host referenced in\",\n \"of the file path (parsed from :path).', }), ('path:ext', ('str',\",\n \"'A arbitrary, unversioned software product.', }), ('it:adid', ('str', {'lower': True,\",\n \"2.3 string.'}), ('other', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"'doc': 'The time the memory map was created.', }), ('deleted',\",\n \"{ 'doc': 'The URL that documents the ATT&CK technique.', }),\",\n \"field may contain the current value for the technique.', }),\",\n \"'ro': True, 'doc': 'The \\\"part\\\" field from the CPE 2.3\",\n \"{ 'deprecated': True, 'doc': 'Web account of the software author.',\",\n \"[] genr = iter(text) try: while True: c = next(genr)\",\n \"}), )), ('it:group', {}, ( ('name', ('str', {'lower': True, 'strip':\",\n \"'uniq': True, 'sorted': True}), { 'doc': 'An array of alternate\",\n \"cpe:2.3: part : vendor : product : version : update\",\n \"a host getting a registry key.', }), ('it:exec:reg:set', ('guid', {}),\",\n \"file triggered on.' }), ('time', ('time', {}), { 'doc': 'The\",\n \"of the ATT&CK software.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',\",\n \"bind().' }), ('server:port', ('inet:port', {}), { 'doc': 'The bound (listening)\",\n \"as designated by a Common Vulnerabilities and Exposures (CVE) number.',\",\n \"'doc': 'A file on a host.' }), ('it:exec:file:add', ('guid', {}),\",\n \"('it:logon', ('guid', {}), { 'doc': 'A GUID that represents an\",\n \"host.', }), ('domain', ('it:domain', {}), { 'doc': 'The authentication domain\",\n \"for the POSIX account.', }), ('posix:home', ('file:path', {}), { 'doc':\",\n \"'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':\",\n \"'The host on which the activity occurred.'}), ('time', ('time', {}),\",\n \"authored the software.', }), ('author:org', ('ou:org', {}), { 'deprecated': True,\",\n \"the CPE 2.3 string.'}), )), ('it:sec:cwe', {}, ( ('name', ('str',\",\n \"field from the CPE 2.3 string.'}), )), ('it:sec:cwe', {}, (\",\n \"}), ('account', ('it:account', {}), { 'doc': 'The account that logged\",\n \"the client during the URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}),\",\n \"{ 'doc': 'Calls to imported library functions within the scope\",\n \"process.', }), )), ('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"'text'}, }), ('desc:short', ('str', {'lower': True}), { 'doc': 'A short\",\n \"IPv4 address specified to bind().' }), ('server:ipv6', ('inet:ipv6', {}), {\",\n \"'doc': 'An array of alternate names for the ATT&CK group.',\",\n \"modified the existing file.', }), ('host', ('it:host', {}), { 'doc':\",\n \"primary name for the ATT&CK group.', }), ('names', ('array', {'type':\",\n \"'doc': 'A developer selected integer constant.', }), ('it:dev:regkey', ('str', {}),\",\n \"URL.', }), ('host', ('it:host', {}), { 'doc': 'The host running\",\n \"the host.' }), ('latlong', ('geo:latlong', {}), { 'doc': 'The last\",\n \"rule evaluated as a match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule',\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"version\\\" field\",\n \"'doc': 'A GUID that represents a group on a host\",\n \"'The signature that the file triggered on.' }), ('time', ('time',\",\n \"the mutex was created.', }), ('name', ('it:dev:mutex', {}), { 'doc':\",\n \"'doc': 'The registry key or value that was read.', }),\",\n \"{}), { 'doc': 'A brief description of the domain.', }),\",\n \"function.'}), ('va', ('int', {}), { 'doc': 'The virtual address of\",\n \"'doc': 'The org that operates the given host.', }), )),\",\n \"'The specific file containing code that created the mutex. May\",\n \"that produced the hit.'}), ('version', ('it:semver', {}), { 'doc': 'The\",\n \"the registry key, if the value is a string.', }),\",\n \"{}), { 'doc': 'The specific file containing code that read\",\n \"file on the host.', }), ('ctime', ('time', {}), { 'doc':\",\n \"and build information will be parsed out and available as\",\n \"{}, ( ('host', ('it:host', {}), { 'doc': 'The host containing\",\n \"}), ('desc', ('str', {}), { 'doc': 'The CWE description field.',\",\n \"'doc': 'A Mitre ATT&CK element status.', 'ex': 'current', }), ('it:mitre:attack:group',\",\n \"of the function.'}), ('description', ('str', {}), { 'doc': 'Notes concerning\",\n \"name = nodes[0].get('name') if name: await node.set('software:name', name) async def\",\n \"TCP port.' }), )), ('it:fs:file', {}, ( ('host', ('it:host', {}),\",\n \"('latlong', ('geo:latlong', {}), { 'doc': 'The last known location for\",\n \"that created the new file.', }), ('host', ('it:host', {}), {\",\n \"> s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a integer larger\",\n \"'doc': 'Normalized version of the version string.', }), ('arch', ('it:dev:str',\",\n \"ATT&CK Tactic ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}),\",\n \"file name (parsed from :path).', }), ('path:base', ('file:base', {}), {\",\n \"that matched the YARA rule.'}), ('time', ('time', {}), { 'doc':\",\n \"parts[12], } return ':'.join(parts), {'subs': subs} class SemVer(s_types.Int): ''' Provides\",\n \"{ 'doc': 'The file that was created.', }), )), ('it:exec:file:del',\",\n \"valu, info = self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu, subs\",\n \"tactic.', 'ex': 'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),\",\n \"'doc': 'The last known location for the host.' }), ('place',\",\n \"running the process that created the new file. Typically the\",\n \"('it:auth:passwdhash', {}, ( ('salt', ('hex', {}), { 'doc': 'The (optional)\",\n \"}), ('path:base', ('file:base', {}), { 'ro': True, 'doc': 'The final\",\n \"('vers:norm', ('str', {'lower': True}), { 'doc': 'Normalized version of the\",\n \"('inet:ipv4', {}), { 'doc': 'The last known ipv4 address for\",\n \"('version', ('it:semver', {}), { 'doc': 'The version of the rule\",\n \"registry was deleted.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The\",\n \"{ 'doc': 'The URL that was requested.', }), ('client', ('inet:client',\",\n \"on a host.' }), ('it:exec:file:add', ('guid', {}), { 'doc': 'An\",\n \"valu, subs async def _onFormItDevStr(self, node): await node.set('norm', node.ndef[1]) async\",\n \"return valu loglevels = ( (10, 'debug'), (20, 'info'), (30,\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The file\",\n \"{}), { 'doc': 'URL relevant for the software.', }), ('isos',\",\n \"'The process where the library was loaded.', }), ('va', ('int',\",\n \"('model', ('str', {}), { 'doc': 'The product model of the\",\n \"'The time the registry was read.', }), ('reg', ('it:dev:regval', {}),\",\n \"synapse.lib.module as s_module import synapse.lib.version as s_version logger = logging.getLogger(__name__)\",\n \"associated with this account.', }), ('host', ('it:host', {}), { 'doc':\",\n \"string. Returns: int, dict: The system normalized version integer and\",\n \"{ 'doc': 'A raw JSON record of the log event.',\",\n \"arbitrary, unversioned software product.', }), ('it:adid', ('str', {'lower': True, 'strip':\",\n \"account's home directory.\\\", 'ex': '/home/visi', }), ('posix:shell', ('file:path', {}), {\",\n \"{ 'doc': 'The file that was read.', }), )), ('it:exec:file:write',\",\n \"from the registry. May or may not be the same\",\n \"('lib', 'it:prod:softver'))}), { 'doc': 'A software version contains a library\",\n \"}), ('url', ('inet:url', {}), { 'doc': 'The URL that was\",\n \"technique.', }), )), ('it:mitre:attack:software', {}, ( ('software', ('it:prod:soft', {}), {\",\n \"such as a windows domain.' }), ('it:account', ('guid', {}), {\",\n \"('it:exec:proc', {}), { 'doc': 'The process where the memory was\",\n \"'A description of the ATT&CK mitigation.', 'disp': {'hint': 'text'}, }),\",\n \"the listening port. May or may not be the same\",\n \"name of the group.', }), ('desc', ('str', {}), { 'doc':\",\n \"on or served by a host or system.', }), ('it:sec:cve',\",\n \")), ('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}), { 'ro': True,\",\n \"reference URL for information about the signature.', }) )), ('it:av:filehit',\",\n \"True, 'strip': True, 'onespace': True}), { 'doc': 'The name of\",\n \"annotate nodes included in this ATT&CK software.', 'ex': 'cno.mitre.s0100', }),\",\n \"'The android app which requests the permission.'}), ('perm', ('it:os:android:perm', {}),\",\n \"'The specific file containing code that wrote to the registry.\",\n \"()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}),\",\n \"contains a library software version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft',\",\n \"risk:mitigation ('name', ('str', {'strip': True}), { 'doc': 'The primary name\",\n \"a specific version of the software is available from.', }),\",\n \"from :path).', }), ('path:base', ('file:base', {}), { 'ro': True, 'doc':\",\n \"interesting behavior.'}), ('complexity', ('int', {}), { 'doc': 'The complexity of\",\n \"('ps:contact', {}), { 'doc': 'Additional contact information associated with this\",\n \"file containing code that read the file. May or may\",\n \"process executing on a host. May be an actual (e.g.,\",\n \"technique.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':\",\n \": language : sw_edition : target_sw : target_hw : other\",\n \"host where the group is registered.', }), ('domain', ('it:domain', {}),\",\n \"software at a particular version.', }), ('names', ('array', {'type': 'it:dev:str',\",\n \"instance.', }), ('software:name', ('str', {'lower': True, 'strip': True}), { 'doc':\",\n \"{}), { 'doc': 'An instance of a host creating or\",\n \"('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted': True}), { 'doc': 'A\",\n \"'doc': 'A log level integer that increases with severity.', }),\",\n \"any command line parameters.', 'disp': {'hint': 'text'}, }), ('pid', ('int',\",\n \"True, 'sorted': True}), { 'doc': 'An array of alternate names\",\n \"'deprecated': True, 'doc': 'Organization which authored the software.', }), ('author:acct',\",\n \"('comp', {'fields': ( ('soft', 'it:prod:softver'), ('file', 'file:bytes'))}), { 'doc': 'A\",\n \"'doc': 'The snort rule text.', 'disp': {'hint': 'text'}, }), ('name',\",\n \"'doc': 'The address of the client during the URL retrieval.'\",\n \"'doc': 'The file on the host.', }), ('ctime', ('time', {}),\",\n \"that deleted data from the registry. Typically the same host\",\n \"+= c except StopIteration: parts.append(part) return parts def _normPyStr(self, valu):\",\n \"default shell.\\\", 'ex': '/bin/bash', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc':\",\n \"value.', }), ('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The NTLM password\",\n \"'An android permission string.'}), ('it:os:android:intent', ('str', {}), { 'doc': 'An\",\n \"distributed by the software.'}), ('path', ('file:path', {}), { 'doc': 'The\",\n \"while True: c = next(genr) if c == '\\\\\\\\': c\",\n \"('int', {}), { 'doc': 'The virtual address of the first\",\n \"has {len(parts)} parts, expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs =\",\n \"'doc': 'A reference to a string inside a function.', }),\",\n \"intent which is broadcast by the app.'}), )), ('it:prod:softver', {},\",\n \"{}, ( ('soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The\",\n \"{}), { 'doc': 'The source IPv4 address of the flow\",\n \"adding a file to a filesystem.', }), ('it:exec:file:del', ('guid', {}),\",\n \"{ 'doc': 'A Mitre ATT&CK Group ID.', 'ex': 'G0100', }),\",\n \"bruteforce parts try: valu, subs = self.bruteVersionStr(prop) await node.set('semver', valu)\",\n \"'doc': 'An advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}), {\",\n \"particular version.', }), ('names', ('array', {'type': 'it:dev:str', 'uniq': True, 'sorted':\",\n \"concatenation of the major, minor and patch levels. Prerelease and\",\n \"'doc': 'The app software which broadcasts the android intent.'}), ('intent',\",\n \"antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}), { 'doc': 'An instance\",\n \"time the logon occured.', }), ('success', ('bool', {}), { 'doc':\",\n \"{ 'doc': 'A vulnerability as designated by a Common Vulnerabilities\",\n \"key, if the value is an integer.', }), ('bytes', ('file:bytes',\",\n \"an executable.', }), ('it:reveng:filefunc', ('comp', {'fields': (('file', 'file:bytes'), ('function', 'it:reveng:function'))}),\",\n \"YARA rule.'}), ('author', ('ps:contact', {}), { 'doc': 'Contact info for\",\n \"URL that documents the ATT&CK tactic.', }), ('tag', ('syn:tag', {}),\",\n \"when binding the port.' }), ('server:ipv4', ('inet:ipv4', {}), { 'doc':\",\n \"from the CPE 2.3 string.'}), ('other', ('str', {'lower': True, 'strip':\",\n \"CPE 2.3 Formatted String https://nvlpubs.nist.gov/nistpubs/Legacy/IR/nistir7695.pdf (Section 6.2) cpe:2.3: part :\",\n \"'it:os:android:intent') )}), { 'doc': 'The given software broadcasts the given\",\n \"file was read.', }), ('path:dir', ('file:path', {}), { 'ro': True,\",\n \"of the version string.', }), ('arch', ('it:dev:str', {}), { 'doc':\",\n \"time the thread exited.', }), ('exitcode', ('int', {}), { 'doc':\",\n \"duration of the logon session.', }), ('client:host', ('it:host', {}), {\",\n \"address specified to bind().' }), ('server:port', ('inet:port', {}), { 'doc':\",\n \"of the signature.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}),\",\n \"'doc': 'A vulnerability as designated by a Common Vulnerabilities and\",\n \"string that the function references.'}), )), ('it:reveng:impfunc', {}, ()), ),\",\n \"from the CPE 2.3 string.'}), ('update', ('str', {'lower': True, 'strip':\",\n \"{}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The app\",\n \"name, info, opts): opts['lower'] = True s_types.Str.__init__(self, modl, name, info,\",\n \"technique IDs addressed by the mitigation.', }), )), ('it:dev:int', {},\",\n \")), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}), {'ro': True, 'doc':\",\n \"\\\"The path to the POSIX account's default shell.\\\", 'ex': '/bin/bash',\",\n \"rule.'}), ('author', ('ps:contact', {}), { 'doc': 'Contact info for the\",\n \"('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A file\",\n \"('inet:url', {}), { 'doc': 'URL relevant for the software.', }),\",\n \"= self.bruteVersionStr(prop) await node.set('semver', valu) for k, v in subs.items():\",\n \"True, 'doc': 'The app software which broadcasts the android intent.'}),\",\n \"{ 'doc': 'The process that matched the YARA rule.'}), ('time',\",\n \"the file was written to/modified.', }), ('path', ('file:path', {}), {\",\n \"'URL where a specific version of the software is available\",\n \"is an integer.', }), ('bytes', ('file:bytes', {}), { 'doc': 'The\",\n \"'The group owner of the file.', }), )), ('it:exec:file:add', {},\",\n \"Common Vulnerabilities and Exposures (CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe',\",\n \"{}), {'ro': True, 'doc': 'The android app which requests the\",\n \"'The software version is known to be compatible with the\",\n \"{ 'doc': 'The time the file was created.', }), ('path',\",\n \"'The host process which caused the activity.'}), ('thread', ('it:exec:thread', {}),\",\n \"{}), { 'doc': 'The URL that documents the ATT&CK software.',\",\n \"'doc': 'The file that matched the YARA rule.'}), ('version', ('it:semver',\",\n \"URLs that document the ATT&CK technique.', }), ('parent', ('it:mitre:attack:technique', {}),\",\n \"'it:reveng:impfunc'}), { 'doc': 'Calls to imported library functions within the\",\n \"view of a file.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc':\",\n \"'The YARA rule that matched the file.'}), ('file', ('file:bytes', {}),\",\n \"('va', ('int', {}), { 'doc': 'The virtual address of the\",\n \"field from the CPE 2.3 string.'}), ('edition', ('str', {'lower': True,\",\n \"requests the android permission.'}), ('it:os:android:ilisten', ('comp', {'fields': ( ('app', 'it:prod:soft'),\",\n \"{}), { 'doc': 'The host where the group is registered.',\",\n \"of the ATT&CK tactic.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url',\",\n \"the technique.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A\",\n \"host.', }), ('operator', ('ps:contact', {}), { 'doc': 'The operator of\",\n \"'doc': \\\"The path to the POSIX account's home directory.\\\", 'ex':\",\n \"time the port was bound.', }), ('server', ('inet:server', {}), {\",\n \"('inet:ipv6', {}), { 'doc': 'The IPv6 address specified to bind().'\",\n \"'The file representing the value of the registry key, if\",\n \"'doc': 'The string that the function references.'}), )), ('it:reveng:impfunc', {},\",\n \"advertising identification string.'}), ('it:os:windows:sid', ('str', {'regex': r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}), { 'doc': 'A\",\n \"if it exhibits interesting behavior.'}), ('complexity', ('int', {}), { 'doc':\",\n \"{ 'ro': True, 'doc': 'The \\\"product\\\" field from the CPE\",\n \"log level integer that increases with severity.', }), ('data', ('data',\",\n \"('time', {}), { 'doc': 'The time the file was created.',\",\n \"{}), { 'doc': 'A raw JSON record of the log\",\n \"for this software.', }), ('desc', ('str', {}), { 'doc': 'A\",\n \"of an antivirus engine name.' }), ('it:av:filehit', ('comp', {'fields': (('file',\",\n \"out of the string') if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor',\",\n \"('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre ATT&CK Technique\",\n \"('it:sec:cwe', {}, ( ('name', ('str', {}), { 'doc': 'The CWE\",\n \"'The primary name for the ATT&CK technique.', }), ('status', ('it:mitre:attack:status',\",\n \"ATT&CK Software ID.', 'ex': 'S0154', }), ('it:dev:str', ('str', {}), {\",\n \"':': parts.append(part) part = '' continue part += c except\",\n \"('it:av:filehit', ('comp', {'fields': (('file', 'file:bytes'), ('sig', 'it:av:sig'))}), { 'doc': 'A\",\n \"('software', ('it:prod:soft', {}), { 'doc': 'Used to map an ATT&CK\",\n \"{}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {},\",\n \"triggered the signature hit.', }), ('sig', ('it:av:sig', {}), { 'doc':\",\n \"}), ('name', ('it:dev:pipe', {}), { 'doc': 'The named pipe string.',\",\n \"{}), { 'deprecated': True, 'doc': 'Web account of the software\",\n \"domain where the group is registered.', }), ('groups', ('array', {'type':\",\n \"'doc': 'The path to the executable which started the process.',\",\n \"the node.', }), ('os', ('it:prod:softver', {}), { 'doc': 'The operating\",\n \"name is available and set it if possible prop =\",\n \"}), ('it:exec:mutex', ('guid', {}), { 'doc': 'A mutex created by\",\n \"('it:mitre:attack:mitigation', {}, ( # TODO map to an eventual risk:mitigation\",\n \"text password for this password hash.', }), )), ('it:cmd', {},\",\n \"= node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop) async def _onPropSoftverVers(self,\",\n \"same :exe specified in :proc, if present.', }), ('time', ('time',\",\n \"given os software version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver',\",\n \"account that logged in.', }), ('creds', ('auth:creds', {}), { 'doc':\",\n \"'doc': 'The specific file containing code that deleted data from\",\n \"True, 'doc': 'The YARA rule that matched the file.'}), ('file',\",\n \"}), ('bytes', ('file:bytes', {}), { 'doc': 'The file representing the\",\n \"that matched the file.'}), ('file', ('file:bytes', {}), { 'ro': True,\",\n \"('str', {'lower': True, 'strip': True}), { 'doc': 'The name of\",\n \"file access time.', }), ('user', ('inet:user', {}), { 'doc': 'The\",\n \"{ 'doc': 'Used to map an ATT&CK software to a\",\n \"{}), { 'doc': 'The main process executing code that wrote\",\n \"activity.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The host process which\",\n \"'The NIST CPE 2.3 string specifying this software version', }),\",\n \"loaded by that program.', }), ('cmd', ('it:cmd', {}), { 'doc':\",\n \"the ATT&CK group.', }), ('desc', ('str', {}), { 'doc': 'A\",\n \"'doc': 'An instance of a host deleting a file from\",\n \"('ou:org', {}), { 'doc': 'The org that operates the given\",\n \"()), ('it:dev:mutex', {}, ()), ('it:dev:regkey', {}, ()), ('it:dev:regval', {}, (\",\n \"{ 'doc': \\\"The path to the POSIX account's home directory.\\\",\",\n \"level integer that increases with severity.', }), ('data', ('data', {}),\",\n \"('sig', ('it:av:sig', {}), { 'doc': 'The signature that the file\",\n \"'A software version contains a library software version.'}), ('it:prod:softos', ('comp',\",\n \"{ 'doc': 'The primary name for the ATT&CK group.', }),\",\n \"'The time the file was read.', }), ('path', ('file:path', {}),\",\n \"rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most recent version\",\n \"start with \\\"cpe:2.3:\\\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self,\",\n \"within the scope of the function.', }), ('strings', ('array', {'type':\",\n \"self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): '''\",\n \"'doc': 'If deprecated, this field may contain the current value\",\n \"s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text)\",\n \"was created.', }), ('path', ('file:path', {}), { 'doc': 'The path\",\n \"semver.') major, minor, patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor,\",\n \"True}), { 'ro': True, 'doc': 'The \\\"product\\\" field from the\",\n \"read the registry. May or may not be the same\",\n \"major, 'minor': minor, 'patch': patch} return valu, {'subs': subs} def\",\n \"('guid', {}), { 'doc': 'A specific version of a software\",\n \"array of ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group', {}, (\",\n \"'The \\\"part\\\" field from the CPE 2.3 string.'}), ('vendor', ('ou:name',\",\n \"location string for the node.', }), ('os', ('it:prod:softver', {}), {\",\n \"name for the ATT&CK technique.', }), ('status', ('it:mitre:attack:status', {}), {\",\n \"{}), { 'doc': 'An android permission string.'}), ('it:os:android:intent', ('str', {}),\",\n \"'The CWE description field.', 'ex': 'Buffer Copy without Checking Size\",\n \"'vendor': parts[3], 'product': parts[4], 'version': parts[5], 'update': parts[6], 'edition': parts[7],\",\n \"{}, ()), ), } name = 'it' return ((name, modl),\",\n \"prop = node.get('vers') if not prop: return await node.set('vers:norm', prop)\",\n \"'doc': 'The host process which caused the activity.'}), ('thread', ('it:exec:thread',\",\n \"('str', {'lower': True, 'regex': r'(?i)^CVE-[0-9]{4}-[0-9]{4,}$'}), { 'doc': 'A vulnerability as\",\n \"('created', ('time', {}), { 'doc': 'The time the memory map\",\n \"('str', {}), { 'doc': 'The YARA rule text.', 'disp': {'hint':\",\n \"{}), { 'doc': 'The process which killed this process.', }),\",\n \"this account.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"software IDs used by the group.', }), )), ('it:mitre:attack:tactic', {},\",\n \"that caused the hit.'}), ('src:port', ('inet:port', {}), { 'doc': 'The\",\n \"'The specific file containing code that created the named pipe.\",\n \"written to.', }), ('reg', ('it:dev:regval', {}), { 'doc': 'The registry\",\n \"referenced within the function.', }), )), ('it:reveng:filefunc', {}, ( ('function',\",\n \"('va', ('int', {}), { 'doc': 'The base memory address where\",\n \"for this software version.', }), ('cpe', ('it:sec:cpe', {}), { 'doc':\",\n \"('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The software version is\",\n \"bruteVersionStr(self, valu): ''' Brute force the version out of a\",\n \"{}), { 'doc': 'The time the logon session ended.', }),\",\n \"('lib', ('it:prod:softver', {}), {'ro': True, 'doc': 'The library software version.'}),\",\n \"to the file. Typically the same host referenced in :proc,\",\n \"'A version of a software product which is present on\",\n \"_normPyStr(self, valu): if not valu.startswith('cpe:2.3:'): mesg = 'CPE 2.3 string\",\n \"the process.', }), ('user', ('inet:user', {}), { 'doc': 'The user\",\n \"('name', ('str', {}), { 'doc': 'The name of the YARA\",\n \"{}), { 'doc': 'A memory mapped segment located in a\",\n \"triggering an alert on a specific antivirus signature.' }), ('it:auth:passwdhash',\",\n \"a host or network.' }), ('it:logon', ('guid', {}), { 'doc':\",\n \"the file was read.', }), ('path', ('file:path', {}), { 'doc':\",\n \"was deleted.', }), )), ('it:app:snort:rule', {}, ( ('text', ('str', {}),\",\n \"}), ('url', ('inet:url', {}), { 'ro': True, 'doc': 'URL available\",\n \"included in this ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array',\",\n \"'The \\\"update\\\" field from the CPE 2.3 string.'}), ('edition', ('str',\",\n \"'The \\\"edition\\\" field from the CPE 2.3 string.'}), ('language', ('str',\",\n \"oldv): # Set vers:norm and make it's normed valu prop\",\n \"}), )), ('it:av:prochit', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"person who authored the software.', }), ('author:org', ('ou:org', {}), {\",\n \"( ('part', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"created the named pipe. May or may not be the\",\n \"code that read the file. May or may not be\",\n \"which is broadcast by the app.'}), )), ('it:prod:softver', {}, (\",\n \"'The host running the process that requested the URL. Typically\",\n \"hit.'}), ('version', ('it:semver', {}), { 'doc': 'The version of the\",\n \"value for the technique.', }), ('desc', ('str', {'strip': True}), {\",\n \"specified in :proc, if present.', }), ('time', ('time', {}), {\",\n \"that matched the file.'}), ('flow', ('inet:flow', {}), { 'doc': 'The\",\n \"{ 'doc': 'The name of the network.', }), ('desc', ('str',\",\n \"time that the AV engine detected the signature.' }), )),\",\n \"stripping whitespace') subs = s_version.parseSemver(valu) if subs is None: raise\",\n \"'doc': 'The synapse tag used to annotate nodes included in\",\n \"an actual (e.g., endpoint) or virtual (e.g., malware sandbox) host.',\",\n \"that the account is a member of.', }), )), ('it:group',\",\n \"'A brief description of the group.', }), ('host', ('it:host', {}),\",\n \"}), ('created', ('time', {}), { 'doc': 'The time the thread\",\n \"('it:hostname', ('str', {'strip': True, 'lower': True}), { 'doc': 'The name\",\n \"('it:exec:file:add', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"{ 'doc': 'A Mitre ATT&CK Software ID.', 'ex': 'S0154', }),\",\n \"}), ('software:name', ('str', {'lower': True, 'strip': True}), { 'doc': 'The\",\n \"Args: valu (str): String to attempt to get version information\",\n \"'The process where the memory was mapped.', }), ('va', ('int',\",\n \"be the same :exe referenced in :proc, if present.', }),\",\n \"'doc': 'The place where the host resides.', }), ('loc', ('loc',\",\n \"'doc': 'The operator of the host.', }), ('org', ('ou:org', {}),\",\n \"('time', {}), { 'doc': 'The time the mutex was created.',\",\n \"which distributes the file.'}), ('file', ('file:bytes', {}), {'ro': True, 'doc':\",\n \"try: while True: c = next(genr) if c == '\\\\\\\\':\",\n \"{}), { 'ro': True, 'doc': 'The \\\"vendor\\\" field from the\",\n \"async def _onPropSoftverVers(self, node, oldv): # Set vers:norm and make\",\n \"file considered the \\\"main\\\" executable for the process. For example,\",\n \":proc, if present.', }), ('exe', ('file:bytes', {}), { 'doc': 'The\",\n \"process which created the process.' }), ('killedby', ('it:exec:proc', {}), {\",\n \"self._normPyInt) def _normPyStr(self, valu): valu = valu.strip() if not valu:\",\n \"('string', ('str', {}), { 'ro': True, 'doc': 'The string that\",\n \"{'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}), { 'doc': 'The software\",\n \"('name', ('str', {'lower': True, 'strip': True}), { 'doc': 'Name of\",\n \"'The contact information of the org or person who authored\",\n \"{}), { 'doc': 'The host process which caused the activity.'}),\",\n \"'The account that logged in.', }), ('creds', ('auth:creds', {}), {\",\n \"code that created the mutex. May or may not be\",\n \"('desc', ('str', {}), { 'doc': 'A free-form description of the\",\n \"'ro': True, 'doc': 'The anti-virus product which contains the signature.',\",\n \"instance of a host requesting a URL.', }), ('it:exec:bind', ('guid',\",\n \"{ 'doc': 'A short description of the software.', }), ('cpe',\",\n \"'doc': 'An array of ATT&CK technique IDs addressed by the\",\n \"{ 'doc': 'A brief description of the network.', }), ('org',\",\n \"a synapse it:prod:soft.', }), ('name', ('str', {'strip': True}), { 'doc':\",\n \"('it:semver', {}), { 'doc': 'The version of the rule at\",\n \"(60, 'crit'), (70, 'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule): async\",\n \"code that created the named pipe. May or may not\",\n \"('str', {}), { 'doc': 'The serial number of the host.',\",\n \"exit code for the process.', }), ('user', ('inet:user', {}), {\",\n \"{}), { 'doc': 'The CWE description field.', 'ex': 'Buffer Copy\",\n \"it:dev:str for arch prop = node.get('arch') if prop: await node.snap.addNode('it:dev:str',\",\n \"the hit.'}), ('version', ('it:semver', {}), { 'doc': 'The version of\",\n \"on a specific antivirus signature.' }), ('it:auth:passwdhash', ('guid', {}), {\",\n \"{}, ( ('key', ('it:dev:regkey', {}), { 'doc': 'The Windows registry\",\n \"( ('name', ('str', {'strip': True}), { 'doc': 'The primary name\",\n \"represents a group on a host or network.' }), ('it:logon',\",\n \"an integer.', }), ('bytes', ('file:bytes', {}), { 'doc': 'The file\",\n \"registry key, if the value is binary data.', }), )),\",\n \"that the host is a member of.', }), ('ipv4', ('inet:ipv4',\",\n \"'A Mitre ATT&CK Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str',\",\n \"library was loaded in the process.', }), ('loaded', ('time', {}),\",\n \"command string used to launch the process, including any command\",\n \"group.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':\",\n \"{}), { 'doc': 'The virtual address of the first codeblock\",\n \"map to an eventual risk:mitigation ('name', ('str', {'strip': True}), {\",\n \"the log event.', }), )), ('it:domain', {}, ( ('name', ('str',\",\n \"('it:mitre:attack:technique', {}), { 'doc': 'The parent ATT&CK technique on this\",\n \"ordering. Prerelease information is disregarded for integer comparison purposes, as\",\n \"a library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa', {}, ()), ('it:os:android:aaid',\",\n \"string.'}), ('sw_edition', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"deleting a file from a filesystem.', }), ('it:exec:file:read', ('guid', {}),\",\n \"subs} def _normPyInt(self, valu): if valu < 0: raise s_exc.BadTypeValu(valu=valu,\",\n \"opts['lower'] = True s_types.Str.__init__(self, modl, name, info, opts) def _splitCpe23(self,\",\n \"library software version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os',\",\n \"{}), { 'doc': 'The host containing the file.', }), ('path',\",\n \"'doc': 'An array of ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group',\",\n \"'True if the mmap is mapped with write permissions.', }),\",\n \"('array', {'type': 'it:sec:cwe', 'uniq': True, 'sorted': True, 'split': ','}), {\",\n \"as a semver.') major, minor, patch = s_version.unpackVersion(valu) valu =\",\n \"was created.', }), ('name', ('it:dev:mutex', {}), { 'doc': 'The mutex\",\n \"optionally be present in the axon.', }), )), ('it:exec:mutex', {},\",\n \"or person who authored the software.', }), ('author:org', ('ou:org', {}),\",\n \"by the app.'}), )), ('it:os:android:ibroadcast', {}, ( ('app', ('it:prod:softver', {}),\",\n \"Vulnerabilities and Exposures (CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str',\",\n \"deleted.', }), )), ('it:app:snort:rule', {}, ( ('text', ('str', {}), {\",\n \"the function.', }), )), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}),\",\n \"'doc': 'An instance of a host requesting a URL.', }),\",\n \"('exe', ('file:bytes', {}), { 'doc': 'The file considered the \\\"main\\\"\",\n \"ChildOf CWE Relationships.' }), )), ('it:mitre:attack:group', {}, ( ('org', ('ou:org',\",\n \"a negative integer as a semver.') if valu > s_version.mask60:\",\n \"for parsing a semantic version string into its component parts.\",\n \"group.', }), )), ('it:logon', {}, ( ('time', ('time', {}), {\",\n \"{'strip': True}), { 'doc': 'A description of the ATT&CK technique.',\",\n \"the file.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The\",\n \"{}), { 'doc': 'The NTLM password hash value.', }), ('passwd',\",\n \"('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An iOS advertising identification string.'}),\",\n \"GUID that represents an account on a host or network.'\",\n \"'uniq': True, 'sorted': True}), { 'doc': 'Associated names for the\",\n \"'The anti-virus product which contains the signature.', }), ('name', ('str',\",\n \"file containing code that created the new file. May or\",\n \"the host.' }), ('place', ('geo:place', {}), { 'doc': 'The place\",\n \"valu, {'subs': subs} def repr(self, valu): major, minor, patch =\",\n \"this version of the software was released.', }), ('semver', ('it:semver',\",\n \"the string') if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch',\",\n \"('it:hosturl', {}, ( ('host', ('it:host', {}), { 'ro': True, 'doc':\",\n \"snort rule text.', 'disp': {'hint': 'text'}, }), ('name', ('str', {}),\",\n \"'props': ( ('exe', ('file:bytes', {}), { 'doc': 'The executable file\",\n \"this software.', }), ('author', ('ps:contact', {}), { 'doc': 'The contact\",\n \"virtual / notional host.', }), ('exe', ('file:bytes', {}), { 'doc':\",\n \"}), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST CPE 2.3\",\n \"modl, name, info, opts) def _splitCpe23(self, text): part = ''\",\n \"('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc': 'An array\",\n \"{ 'doc': 'The time the memory map was created.', }),\",\n \"directory of the file path (parsed from :path).', }), ('path:ext',\",\n \"Prerelease and build information will be parsed out and available\",\n \"'The signature that the file triggered on.' }), ('sig:name', ('str',\",\n \"','}), { 'doc': 'An array of techniques used by the\",\n \"prop}} nodes = await node.snap.nodes('it:prod:soft=$soft', opts=opts) if nodes: name =\",\n \"('it:host', {}), { 'doc': 'The sensor host node that produced\",\n \"matched the snort rule.'}), ('src', ('inet:addr', {}), { 'doc': 'The\",\n \"{}), { 'doc': 'The exit code for the process.', }),\",\n \"{'hint': 'text'}, }), ('pid', ('int', {}), { 'doc': 'The process\",\n \"{'strip': True}), { 'doc': 'A description of the ATT&CK software.',\",\n \"{ 'doc': 'The Microsoft Windows Security Identifier of the account.',\",\n \"'Additional contact information associated with this account.', }), ('host', ('it:host',\",\n \"and Exposures (CVE) number.', 'ex': 'cve-2012-0158' }), ('it:sec:cwe', ('str', {'regex':\",\n \"'The manufacturer of the host.', }), ('model', ('str', {}), {\",\n \"function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other function calls\",\n \"software version contains a library software version.'}), ('it:prod:softos', ('comp', {'fields':\",\n \"}), ('domain', ('it:domain', {}), { 'doc': 'The authentication domain where\",\n \"'The host that the account logged in to.', }), ('account',\",\n \"( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The given software\",\n \"('proc', ('it:exec:proc', {}), { 'doc': 'The file that triggered the\",\n \"is a mapped view of a file.', }), ('hash:sha256', ('hash:sha256',\",\n \"URLs that document the ATT&CK mitigation.', }), ('addresses', ('array', {'type':\",\n \"file containing code that created the named pipe. May or\",\n \"account is a member of.', }), )), ('it:group', {}, (\",\n \"IPv6 of the client during the URL retrieval..' }), ('client:port',\",\n \"{'ro': True, 'doc': 'Host with the software.'}), ('softver', ('it:prod:softver', {}),\",\n \"a given host.', }), ('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name',\",\n \"('str', {'enums': 'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK element status.',\",\n \"URL that documents the ATT&CK technique.', }), ('tag', ('syn:tag', {}),\",\n \"('tag', ('syn:tag', {}), { 'doc': 'The synapse tag used to\",\n \"('path:ext', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"ID.', }), )), ('it:sec:cpe', {}, ( ('part', ('str', {'lower': True,\",\n \"('it:sec:cpe', {}, ( ('part', ('str', {'lower': True, 'strip': True}), {\",\n \"version of the rule evaluated as a match.'}), )), ('it:reveng:function',\",\n \"event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}), { 'doc': 'A\",\n \"named pipe. Typically the same host referenced in :proc, if\",\n \"}), ('pid', ('int', {}), { 'doc': 'The process ID.', }),\",\n \"where the account is registered.', }), ('posix:uid', ('int', {}), {\",\n \"True, 'doc': 'Email address of the sofware author.', }), ('author:person',\",\n \"}), ('posix:shell', ('file:path', {}), { 'doc': \\\"The path to the\",\n \"( ('app', ('it:prod:softver', {}), {'ro': True, 'doc': 'The android app\",\n \"of the server when binding the port.' }), ('server:ipv4', ('inet:ipv4',\",\n \"True}), { 'doc': 'The name of a host or system.',\",\n \"('inet:ipv6', {}), { 'doc': 'The destination IPv4 address of the\",\n \"{ 'doc': 'The registry key or value that was read.',\",\n \"the rule.'}), ('enabled', ('bool', {}), { 'doc': 'The rule enabled\",\n \"expected to start with \\\"cpe:2.3:\\\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info\",\n \"'An instance of a host adding a file to a\",\n \"data from the registry was deleted.', }), ('reg', ('it:dev:regval', {}),\",\n \"deleted.', }), )), ('it:exec:file:read', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"launch the process, including any command line parameters.', 'disp': {'hint':\",\n \"{ 'doc': 'The process which created the process.' }), ('killedby',\",\n \"android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent')\",\n \"'A Mitre ATT&CK Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str',\",\n \"'The file extension of the file name (parsed from :path).',\",\n \"file to a filesystem.', }), ('it:exec:file:del', ('guid', {}), { 'doc':\",\n \"('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A\",\n \"('src:exe', ('file:path', {}), { 'doc': 'The path to the executable\",\n \"of the flow that caused the hit.'}), ('time', ('time', {}),\",\n \"'The specific file containing code that created the new file.\",\n \"}), )), ('it:exec:file:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"}), ('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An iOS advertising identification\",\n \"'it:prod:softver'))}), { 'doc': 'The software version is known to be\",\n \"'doc': 'The path where the file was deleted.', }), ('path:dir',\",\n \"the file was created.', }), ('path', ('file:path', {}), { 'doc':\",\n \"'doc': 'An instance of a process triggering an alert on\",\n \"operating system.'}), ('islib', ('bool', {}), { 'doc': 'Set to True\",\n \"{}, ()), ('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}), { 'doc':\",\n \"{}), { 'doc': 'The time that the YARA engine matched\",\n \"{ 'doc': 'Groups that are a member of this group.',\",\n \"of a host adding a file to a filesystem.', }),\",\n \"the CVE ID.', }), )), ('it:sec:cpe', {}, ( ('part', ('str',\",\n \"individual logon/logoff event.' }), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url',\",\n \"'doc': 'Timestamp for when this version of the software was\",\n \"loaded.', }), ('va', ('int', {}), { 'doc': 'The base memory\",\n \"{ 'doc': 'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run', }), ('it:dev:regval',\",\n \"specified to bind().' }), ('server:port', ('inet:port', {}), { 'doc': 'The\",\n \"of the string') if subs: valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0),\",\n \"specific file containing code that requested the URL. May or\",\n \"levels. Prerelease and build information will be parsed out and\",\n \"software.', }), ('desc', ('str', {'strip': True}), { 'doc': 'A description\",\n \"('inet:ipv6', {}), { 'doc': 'The IPv6 where the logon originated.',\",\n \"= self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu, subs except s_exc.BadTypeValu:\",\n \"on a host or network.' }), ('it:logon', ('guid', {}), {\",\n \"the function.'}), ('rank', ('int', {}), { 'doc': 'The function rank\",\n \"{ 'doc': 'The path where the file was created.', }),\",\n \"# Make it:dev:str from version str await node.snap.addNode('it:dev:str', prop) #\",\n \"}), ('serial', ('str', {}), { 'doc': 'The serial number of\",\n \"target_hw : other * = \\\"any\\\" - = N/A '''\",\n \"('it:semver', {}), { 'doc': 'The most recent version of the\",\n \"that are a member of this group.', }), ('posix:gid', ('int',\",\n \"}), ('org', ('ou:org', {}), { 'doc': 'The org that owns/operates\",\n \"the network flow that caused the hit.'}), ('sensor', ('it:host', {}),\",\n \"{}), { 'doc': 'The path to the executable of the\",\n \"creating or setting a registry key.', }), ('it:exec:reg:del', ('guid', {}),\",\n \"of the snort rule.'}), ('version', ('it:semver', {}), { 'doc': 'The\",\n \"}), ('url', ('inet:url', {}), { 'doc': 'URL relevant for the\",\n \"containing code that read the registry. May or may not\",\n \"'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version type.',\",\n \"'The given software broadcasts the given Android intent.'}), ('it:prod:softver', ('guid',\",\n \"a filesystem.', }), ('it:exec:file:read', ('guid', {}), { 'doc': 'An instance\",\n \"('str', {'regex': r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Software ID.',\",\n \"or virtual (e.g., malware sandbox) host.', }), ('it:exec:thread', ('guid', {}),\",\n \"host running the process that created the mutex. Typically the\",\n \"instance of a host getting a registry key.', }), ('it:exec:reg:set',\",\n \"('str', {}), { 'doc': 'The CWE description field.', 'ex': 'Buffer\",\n \"mutex. Typically the same host referenced in :proc, if present.',\",\n \"'ro': True, 'doc': 'The signature that the file triggered on.'\",\n \"software listens for an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': (\",\n \"'doc': 'The credentials that were used for the logon.', }),\",\n \"'A Windows registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run', }), ('it:dev:regval', ('guid', {}),\",\n \"{ 'doc': 'An array of ATT&CK tactics that include this\",\n \"network.' }), ('it:group', ('guid', {}), { 'doc': 'A GUID that\",\n \"('exited', ('time', {}), { 'doc': 'The time the process exited.',\",\n \"valu = valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No\",\n \"'doc': 'Observed/variant names for this software.', }), ('desc', ('str', {}),\",\n \"flow that caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), { 'doc':\",\n \"'The time the registry was written to.', }), ('reg', ('it:dev:regval',\",\n \"segment located in a process.', }), ('it:cmd', ('str', {'strip': True}),\",\n \"'The file that was read.', }), )), ('it:exec:file:write', {}, (\",\n \"name of a host or system.', }), ('it:host', ('guid', {}),\",\n \")), ('it:network', {}, ( ('name', ('str', {'lower': True, 'strip': True,\",\n \"semantic version string into its component parts. This normalizes a\",\n \"the mmap is mapped with read permissions.', }), ('perms:write', ('bool',\",\n \"('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 of the client\",\n \"listening port. Typically the same host referenced in :proc, if\",\n \"name=self.name, mesg='Cannot norm a negative integer as a semver.') if\",\n \"advertising identification string.'}), ('it:os:android:perm', ('str', {}), { 'doc': 'An android\",\n \"text.', }), ('severity', ('int', {'enums': loglevels}), { 'doc': 'A log\",\n \"a semver.') valu = s_version.packVersion(subs.get('major'), subs.get('minor'), subs.get('patch')) return valu, {'subs':\",\n \"'doc': 'The product model of the host.', }), ('serial', ('str',\",\n \"('it:exec:reg:del', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"{}, ()), ('it:os:android:intent', {}, ()), ('it:os:android:reqperm', {}, ( ('app', ('it:prod:softver',\",\n \"('posix:home', ('file:path', {}), { 'doc': \\\"The path to the POSIX\",\n \"software.', 'ex': 'cno.mitre.s0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}),\",\n \"'An array of URLs that document the ATT&CK mitigation.', }),\",\n \"{}), { 'doc': 'The time the file was written to/modified.',\",\n \"('geo:place', {}), { 'doc': 'The place where the host resides.',\",\n \"ATT&CK group.', }), ('desc', ('str', {}), { 'doc': 'A description\",\n \"executable.', }), ('it:reveng:funcstr', ('comp', {'fields': (('function', 'it:reveng:function'), ('string', 'str'))}), {\",\n \"can run on the operating system.'}), ('os', ('it:prod:softver', {}), {'ro':\",\n \"attempt.', }), ('logoff:time', ('time', {}), { 'doc': 'The time the\",\n \"out of a string. Args: valu (str): String to attempt\",\n \"{}), { 'doc': 'The authentication domain where the account is\",\n \"representing the value of the registry key, if the value\",\n \"of the group.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"event.' }), ('it:hosturl', ('comp', {'fields': (('host', 'it:host'), ('url', 'inet:url'))}), {\",\n \"('it:app:yara:rule', {}), { 'ro': True, 'doc': 'The YARA rule that\",\n \"engine detected the signature.' }), )), ('it:auth:passwdhash', {}, ( ('salt',\",\n \"'doc': 'The function rank score used to evaluate if it\",\n \"}), )), ('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex', {},\",\n \": update : edition : language : sw_edition : target_sw\",\n \"( ('name', ('str', {}), { 'doc': 'The CWE description field.',\",\n \"referenced in :proc, if present.', }), ('exe', ('file:bytes', {}), {\",\n \"('file:bytes', {}), { 'doc': 'The file that was deleted.', }),\",\n \"SHA512 password hash value.', }), ('hash:lm', ('hash:lm', {}), { 'doc':\",\n \"'doc': 'The anti-virus product which contains the signature.', }), )),\",\n \"{}), { 'doc': 'An instance of a host getting a\",\n \"path where the file was written to/modified.', }), ('path:dir', ('file:path',\",\n \"time the file was created.', }), ('path', ('file:path', {}), {\",\n \"('it:exec:reg:get', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The main\",\n \"network.', }), ('desc', ('str', {}), { 'doc': 'A brief description\",\n \"the memory map in bytes.', }), ('perms:read', ('bool', {}), {\",\n \"Input (Classic Buffer Overflow)', }), ('desc', ('str', {}), { 'doc':\",\n \"network flow that caused the hit.'}), ('sensor', ('it:host', {}), {\",\n \"resides.', }), ('loc', ('loc', {}), { 'doc': 'The geo-political location\",\n \"{ 'doc': 'A Mitre ATT&CK element status.', 'ex': 'current', }),\",\n \"= 'CPE 2.3 string is expected to start with \\\"cpe:2.3:\\\"'\",\n \"during the URL retrieval..' }), ('client:port', ('inet:port', {}), { 'doc':\",\n \"created the new file.', }), ('host', ('it:host', {}), { 'doc':\",\n \"constant.', }), ('it:dev:regkey', ('str', {}), { 'doc': 'A Windows registry\",\n \"wrote to the registry. May or may not be the\",\n \"'The path to the executable of the process.', }), ('src:exe',\",\n \"minor, patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch) return\",\n \"bound.', }), ('server', ('inet:server', {}), { 'doc': 'The inet:addr of\",\n \"}) )), ('it:av:filehit', {}, ( ('file', ('file:bytes', {}), { 'ro':\",\n \"next(genr) if c == ':': parts.append(part) part = '' continue\",\n \"'doc': 'The \\\"part\\\" field from the CPE 2.3 string.'}), ('vendor',\",\n \"software.', }), ('author', ('ps:contact', {}), { 'doc': 'The contact information\",\n \"and make it's normed valu prop = node.get('vers') if not\",\n \"'info'), (30, 'notice'), (40, 'warning'), (50, 'err'), (60, 'crit'), (70,\",\n \"groups that the account is a member of.', }), )),\",\n \"executing code that wrote to the registry.', }), ('host', ('it:host',\",\n \"{}), { 'doc': 'The primary name for the ATT&CK group.',\",\n \"'The signature name.' }), ('desc', ('str', {}), { 'doc': 'A\",\n \"function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc': 'A function\",\n \"pipe.', }), ('it:dev:mutex', ('str', {}), { 'doc': 'A string representing\",\n \"'doc': 'An instance of a host binding a listening port.',\",\n \"'The file distributed by the software.'}), ('path', ('file:path', {}), {\",\n \") class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr)\",\n \"('file:bytes', {}), { 'doc': 'The file representing the value of\",\n \"the library was unloaded.', }), ('path', ('file:path', {}), { 'doc':\",\n \"('it:av:sig', ('comp', {'fields': (('soft', 'it:prod:soft'), ('name', ('str', {'lower': True})))}), {\",\n \"synapse.exc as s_exc import synapse.lib.types as s_types import synapse.lib.module as\",\n \"('ou:org', {}), { 'doc': 'The org that owns/operates the network.',\",\n \"await node.set('software:name', name) async def _onPropSoftverArch(self, node, oldv): # make\",\n \"the flow that caused the hit.'}), ('dst:ipv6', ('inet:ipv6', {}), {\",\n \"}), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag used\",\n \"code that read the registry.', }), ('host', ('it:host', {}), {\",\n \"version.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST CPE\",\n \"match to a process.', }), ('it:app:snort:rule', ('guid', {}), { 'doc':\",\n \"if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='No text left after\",\n \"from the CPE 2.3 string.'}), ('target_hw', ('str', {'lower': True, 'strip':\",\n \"('it:dev:int', {}), { 'doc': 'The value of the registry key,\",\n \"to annotate nodes included in this ATT&CK software.', 'ex': 'cno.mitre.s0100',\",\n \"loaded in the process.', }), ('loaded', ('time', {}), { 'doc':\",\n \"{ 'doc': 'The status of this ATT&CK technique.', }), ('isnow',\",\n \"represents an account on a host or network.' }), ('it:group',\",\n \"document the ATT&CK group.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq':\",\n \"snort rule hit.', }), ('it:reveng:function', ('guid', {}), { 'doc': 'A\",\n \"of a software product which is present on a given\",\n \")), ('it:mitre:attack:technique', {}, ( ('name', ('str', {'strip': True}), { 'doc':\",\n \"an eventual risk:mitigation ('name', ('str', {'strip': True}), { 'doc': 'The\",\n \"Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), { 'doc':\",\n \"file from a filesystem.', }), ('it:exec:file:read', ('guid', {}), { 'doc':\",\n \")), ('it:exec:file:write', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"{ 'doc': 'The name of the host or system.', }),\",\n \"self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute force the\",\n \"','}), { 'doc': 'An array of ATT&CK tactics that include\",\n \"True}), { 'ro': True, 'doc': 'The \\\"edition\\\" field from the\",\n \"valu = s_version.packVersion(subs.get('major'), subs.get('minor', 0), subs.get('patch', 0)) return valu, subs\",\n \"was unloaded.', }), ('path', ('file:path', {}), { 'doc': 'The path\",\n \"{ 'doc': 'Semver prerelease string.', }), ('semver:build', ('str', {}), {\",\n \"description of the ATT&CK software.', 'disp': {'hint': 'text'}, }), ('url',\",\n \"'The specific file containing code that requested the URL. May\",\n \"('flow', ('inet:flow', {}), { 'doc': 'The inet:flow that matched the\",\n \"'\\\\\\\\': c += next(genr) if c == ':': parts.append(part) part\",\n \"{ 'doc': 'A brief description of the group.', }), ('host',\",\n \"of ATT&CK software IDs used by the group.', }), )),\",\n \"{ 'doc': 'If deprecated, this field may contain the current\",\n \"hash value.', }), ('passwd', ('inet:passwd', {}), { 'doc': 'The (optional)\",\n \"is the bitwise concatenation of the major, minor and patch\",\n \"file that was read.', }), )), ('it:exec:file:write', {}, ( ('proc',\",\n \"}), ('posix:uid', ('int', {}), { 'doc': 'The user ID of\",\n \"{}), { 'doc': 'An external process which created the thread.',\",\n \"'doc': 'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc':\",\n \"key/value pair.', }), ('it:prod:soft', ('guid', {}), { 'doc': 'A arbitrary,\",\n \"# Try doing version part extraction by noming through the\",\n \"{ 'doc': 'The time the port was bound.', }), ('server',\",\n \"}), ('exe', ('file:bytes', {}), { 'doc': 'The specific file containing\",\n \"mesg = 'CPE 2.3 string is expected to start with\",\n \"caused the hit.'}), ('src:port', ('inet:port', {}), { 'doc': 'The source\",\n \"executing in a process.', }), ('it:exec:loadlib', ('guid', {}), { 'doc':\",\n \"time the memory map was created.', }), ('deleted', ('time', {}),\",\n \"('guid', {}), { 'doc': 'A library load event in a\",\n \"free-form description of the CVE vulnerability.', 'disp': {'hint': 'text'}, }),\",\n \"document the ATT&CK software.', }), ('techniques', ('array', {'type': 'it:mitre:attack:technique', 'uniq':\",\n \"{}), { 'doc': 'The account that logged in.', }), ('creds',\",\n \"'doc': 'Set to false to indicate an unsuccessful logon attempt.',\",\n \"'doc': 'An android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app',\",\n \"('inet:addr', {}), { 'doc': 'The source address of flow that\",\n \"{}), { 'ro': True, 'doc': 'URL available on the host.',\",\n \"is None: raise s_exc.BadTypeValu(valu=valu, name='bruteVersionStr', mesg='Unable to brute force version\",\n \"signature hit.', }), ('sig', ('it:av:sig', {}), { 'ro': True, 'doc':\",\n \"True}), { 'doc': 'An array of alternate names for the\",\n \"name of the host or system.', }), ('desc', ('str', {}),\",\n \"}), ('src:proc', ('it:exec:proc', {}), { 'doc': 'The process which created\",\n \"('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The NTLM password hash value.',\",\n \"map in bytes.', }), ('perms:read', ('bool', {}), { 'doc': 'True\",\n \"ID.', 'ex': 'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc':\",\n \"{ 'doc': 'The time the library was unloaded.', }), ('path',\",\n \"the given host.', }), )), ('it:log:event', {}, ( ('mesg', ('str',\",\n \"'The last known ipv4 address for the host.' }), ('latlong',\",\n \"write permissions.', }), ('perms:execute', ('bool', {}), { 'doc': 'True if\",\n \"self.core.model.type('it:semver').norm(valu) subs = info.get('subs') return valu, subs except s_exc.BadTypeValu: #\",\n \"version str await node.snap.addNode('it:dev:str', prop) # form the semver properly\",\n \"'doc': 'The last known ipv4 address for the host.' }),\",\n \"that was read.', }), )), ('it:exec:reg:set', {}, ( ('proc', ('it:exec:proc',\",\n \"that the function references.'}), )), ('it:reveng:impfunc', {}, ()), ), }\",\n \"from the CPE 2.3 string.'}), ('language', ('str', {'lower': True, 'strip':\",\n \"version of the it:dev:str.', }), )), ('it:sec:cve', {}, ( ('desc',\",\n \"reference to a string inside a function.', }), ('it:reveng:impfunc', ('str',\",\n \"version', }), ('cves', ('array', {'type': 'it:sec:cve', 'uniq': True, 'sorted': True}),\",\n \"'The main process executing code that created the new file.',\",\n \"('str', {}), { 'doc': 'A description of the ATT&CK tactic.',\",\n \"{ 'doc': 'A description of the ATT&CK tactic.', 'disp': {'hint':\",\n \"genr = iter(text) try: while True: c = next(genr) if\",\n \"synapse ou:org.', }), ('name', ('ou:name', {}), { 'doc': 'The primary\",\n \"hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc': 'The source IPv6 address\",\n \"'The time the port was bound.', }), ('server', ('inet:server', {}),\",\n \"{}), { 'doc': 'The snort rule text.', 'disp': {'hint': 'text'},\",\n \"author.', }), ('author:person', ('ps:person', {}), { 'deprecated': True, 'doc': 'Person\",\n \"{}), { 'doc': 'The file that triggered the signature hit.',\",\n \"}), ('path', ('file:path', {}), { 'doc': 'The path for the\",\n \"}), ('tactics', ('array', {'type': 'it:mitre:attack:tactic', 'uniq': True, 'sorted': True, 'split':\",\n \"('it:auth:passwdhash', ('guid', {}), { 'doc': 'An instance of a password\",\n \"('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc': 'A version\",\n \"{ 'ro': True, 'doc': 'The anti-virus product which contains the\",\n \")), ('it:sec:cpe', {}, ( ('part', ('str', {'lower': True, 'strip': True}),\",\n \"it:prod:soft.', }), ('name', ('str', {'strip': True}), { 'doc': 'The primary\",\n \"that represents an individual logon/logoff event.' }), ('it:hosturl', ('comp', {'fields':\",\n \"'The time the logon session ended.', }), ('host', ('it:host', {}),\",\n \"the sofware author.', }), ('author:person', ('ps:person', {}), { 'deprecated': True,\",\n \"name for the ATT&CK tactic.', }), ('desc', ('str', {}), {\",\n \"semver.') if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm\",\n \"'The time the library was unloaded.', }), ('path', ('file:path', {}),\",\n \"{}), {'ro': True, 'doc': 'The software which distributes the file.'}),\",\n \"'doc': 'The time the thread was created.', }), ('exited', ('time',\",\n \"}), ('it:app:snort:rule', ('guid', {}), { 'doc': 'A snort rule unique\",\n \"without Checking Size of Input (Classic Buffer Overflow)', }), ('desc',\",\n \"to this software version.', }), ('vers', ('it:dev:str', {}), { 'doc':\",\n \"# form the semver properly or bruteforce parts try: valu,\",\n \"= { 'part': parts[2], 'vendor': parts[3], 'product': parts[4], 'version': parts[5],\",\n \"('soft', ('it:prod:softver', {}), {'ro': True, 'doc': 'The software version that\",\n \"{ 'doc': 'The CWE description field.', 'ex': 'Buffer Copy without\",\n \"that contains the library.'}), ('lib', ('it:prod:softver', {}), {'ro': True, 'doc':\",\n \"host. May be an actual (e.g., endpoint) or virtual (e.g.,\",\n \"the function.'}), ('file', ('file:bytes', {}), { 'ro': True, 'doc': 'The\",\n \"_onPropSoftverArch(self, node, oldv): # make it:dev:str for arch prop =\",\n \"0: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a negative integer as\",\n \"'current,deprecated,withdrawn'}), { 'doc': 'A Mitre ATT&CK element status.', 'ex': 'current',\",\n \"a function.', }), ('it:reveng:impfunc', ('str', {'lower': 1}), { 'doc': 'A\",\n \"'cno.mitre.ta0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':\",\n \"host running the process that requested the URL. Typically the\",\n \"same :exe referenced in :proc, if present.', }), ('time', ('time',\",\n \"vulnerability as designated by a Common Vulnerabilities and Exposures (CVE)\",\n \"'The time the URL was requested.', }), ('url', ('inet:url', {}),\",\n \"r'^S[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Software ID.', 'ex': 'S0154',\",\n \"field from the CPE 2.3 string.'}), ('target_hw', ('str', {'lower': True,\",\n \"}), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 where the\",\n \"registry key.', 'ex': 'HKEY_LOCAL_MACHINE\\\\\\\\SOFTWARE\\\\\\\\Microsoft\\\\\\\\Windows\\\\\\\\CurrentVersion\\\\\\\\Run', }), ('it:dev:regval', ('guid', {}), { 'doc':\",\n \"{ 'doc': 'A GUID representing an individual log event.', 'interfaces':\",\n \"primary group ID of the account.', 'ex': '1001', }), ('posix:gecos',\",\n \"mesg='Unable to brute force version parts out of the string')\",\n \"and configuration such as a windows domain.' }), ('it:account', ('guid',\",\n \"that documents the ATT&CK software.', }), ('tag', ('syn:tag', {}), {\",\n \"process executing code that wrote to the registry.', }), ('host',\",\n \"path where the file was deleted.', }), ('path:dir', ('file:path', {}),\",\n \"True, 'doc': 'The final component of the file path (parsed\",\n \"{ 'ro': True, 'doc': 'The file that triggered the signature\",\n \"the \\\"main\\\" executable for the process. For example, rundll32.exe may\",\n \"references.'}), )), ('it:reveng:impfunc', {}, ()), ), } name = 'it'\",\n \"}), ('str', ('it:dev:str', {}), { 'doc': 'The value of the\",\n \"}), ('hash:md5', ('hash:md5', {}), { 'doc': 'The MD5 password hash\",\n \"{'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'The URL\",\n \"listens for an android intent.'}), ('it:os:android:ibroadcast', ('comp', {'fields': ( ('app',\",\n \"ATT&CK tactics that include this technique.', }), )), ('it:mitre:attack:software', {},\",\n \"on the host.', }), ('ctime', ('time', {}), { 'doc': 'The\",\n \"port. May or may not be the same :exe specified\",\n \"( ('name', ('str', {'lower': True, 'strip': True, 'onespace': True}), {\",\n \"group.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse tag\",\n \"{'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc': 'A reference\",\n \"string.', }), ('url', ('inet:url', {}), { 'doc': 'URL where a\",\n \"Mitigation ID.', 'ex': 'M1036', }), ('it:mitre:attack:software', ('str', {'regex': r'^S[0-9]{4}$'}), {\",\n \"'The \\\"version\\\" field from the CPE 2.3 string.'}), ('update', ('str',\",\n \"the signature.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {\",\n \"containing code that bound the listening port. May or may\",\n \"a process.', }), ('it:cmd', ('str', {'strip': True}), { 'doc': 'A\",\n \"{}), { 'ro': True, 'doc': 'Host serving a url.', }),\",\n \"tag used to annotate nodes included in this ATT&CK technique.',\",\n \"authentication domain where the group is registered.', }), ('groups', ('array',\",\n \"}), ('sig:soft', ('it:prod:soft', {}), { 'ro': True, 'doc': 'The anti-virus\",\n \"( ('proc', ('it:exec:proc', {}), { 'doc': 'The process which contains\",\n \"a host or system.', }), ('it:host', ('guid', {}), { 'doc':\",\n \"expected 13.' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) subs = { 'part': parts[2],\",\n \"{ 'doc': 'System normalized semantic version number.', }), ('semver:major', ('int',\",\n \"'doc': 'Host serving a url.', }), ('url', ('inet:url', {}), {\",\n \")), ('it:cmd', {}, ()), ('it:exec:proc', {}, ( ('host', ('it:host', {}),\",\n \"flow that caused the hit.'}), ('src:ipv6', ('inet:ipv6', {}), { 'doc':\",\n \"software.', }), ('names', ('array', {'type': 'str', 'uniq': True, 'sorted': True}),\",\n \"2.3 string is expected to start with \\\"cpe:2.3:\\\"' raise s_exc.BadTypeValu(valu=valu,\",\n \"address of the flow that caused the hit.'}), ('dst:port', ('inet:port',\",\n \"file.'}), ('flow', ('inet:flow', {}), { 'doc': 'The inet:flow that matched\",\n \"True}), { 'ro': True, 'doc': 'The \\\"version\\\" field from the\",\n \"host getting a registry key.', }), ('it:exec:reg:set', ('guid', {}), {\",\n \"integer as a semver.') if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu,\",\n \"be an actual (e.g., endpoint) or virtual (e.g., malware sandbox)\",\n \"('it:os:android:intent', ('str', {}), { 'doc': 'An android intent string.'}), ('it:os:android:reqperm',\",\n \"'The NTLM password hash value.', }), ('passwd', ('inet:passwd', {}), {\",\n \"started the process.', }), ('src:proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"{ 'doc': 'An android advertising identification string.'}), ('it:os:android:perm', ('str', {}),\",\n \"of a host deleting a registry key.', }), ('it:app:yara:rule', ('guid',\",\n \"{ 'doc': 'The authentication domain where the account is registered.',\",\n \"{}), { 'doc': 'A developer-selected string.' }), ('it:dev:pipe', ('str', {}),\",\n \"'file:bytes'))}), { 'doc': 'A file is distributed by a specific\",\n \"bind().' }), ('server:ipv6', ('inet:ipv6', {}), { 'doc': 'The IPv6 address\",\n \"('it:prod:softver', ('guid', {}), { 'doc': 'A specific version of a\",\n \"the file.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"}), ('name', ('ou:name', {}), { 'doc': 'The primary name for\",\n \"self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute force the version out\",\n \"'The name of the snort rule.'}), ('version', ('it:semver', {}), {\",\n \"file.', }), ('path', ('file:path', {}), { 'doc': 'The path for\",\n \"valu = s_version.fmtVersion(major, minor, patch) return valu loglevels = (\",\n \"self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute force\",\n \"('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Mitigation\",\n \"time that the YARA engine matched the process to the\",\n \"postTypeInit(self): s_types.Int.postTypeInit(self) self.setNormFunc(str, self._normPyStr) self.setNormFunc(int, self._normPyInt) def _normPyStr(self, valu): valu\",\n \"who authored the software.', }), ('author:org', ('ou:org', {}), { 'deprecated':\",\n \"{}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Software associated with\",\n \"('operator', ('ps:contact', {}), { 'doc': 'The operator of the host.',\",\n \"None: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Unable to parse string as a\",\n \"ATT&CK Group ID.', 'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}),\",\n \"configuration such as a windows domain.' }), ('it:account', ('guid', {}),\",\n \"{'lower': True}), { 'ro': True, 'doc': 'The signature name.' }),\",\n \"signature.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), { 'doc':\",\n \"file containing code that created the mutex. May or may\",\n \"'Set to True if the software is an operating system.'}),\",\n \"of the file name (parsed from :path).', }), ('path:base', ('file:base',\",\n \"string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), {\",\n \"host.', }), ('org', ('ou:org', {}), { 'doc': 'The org that\",\n \"{}), { 'doc': 'A mutex created by a process at\",\n \"to True if the software is an operating system.'}), ('islib',\",\n \"which broadcasts the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro': True,\",\n \")), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The\",\n \"('hash:sha256', ('hash:sha256', {}), { 'doc': 'The SHA256 password hash value.',\",\n \"'The SHA256 password hash value.', }), ('hash:sha512', ('hash:sha512', {}), {\",\n \"{ 'doc': 'The start time for the process.', }), ('exited',\",\n \"{ 'doc': 'The file representing the value of the registry\",\n \"purposes, as we cannot map an arbitrary pre-release version into\",\n \"{}, ( ('name', ('str', {'lower': True, 'strip': True}), { 'doc':\",\n \"'doc': 'A function from an imported library.', }), ), 'interfaces':\",\n \"CPE 2.3 string specifying this software.', }), ('author', ('ps:contact', {}),\",\n \"created this thread.', }), )), ('it:exec:loadlib', {}, ( ('proc', ('it:exec:proc',\",\n \"'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version type.', }), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str',\",\n \"windows domain.' }), ('it:account', ('guid', {}), { 'doc': 'A GUID\",\n \"}), ('path', ('file:path', {}), { 'doc': 'The path where the\",\n \"the host resides.', }), ('loc', ('loc', {}), { 'doc': 'The\",\n \"parameters.', 'disp': {'hint': 'text'}, }), ('pid', ('int', {}), { 'doc':\",\n \"the rule evaluated as a match.'}), )), ('it:reveng:function', {}, (\",\n \"if the software is a library.'}), )), ('it:adid', {}, ()),\",\n \"('time', ('time', {}), { 'doc': 'The start time for the\",\n \"optional contiguous IPv6 address range of this network.', }), )),\",\n \"process where the memory was mapped.', }), ('va', ('int', {}),\",\n \"{ 'doc': 'The primary group ID of the account.', 'ex':\",\n \"Make it:dev:str from version str await node.snap.addNode('it:dev:str', prop) # form\",\n \"registry key or value that was deleted.', }), )), ('it:app:snort:rule',\",\n \"}), ('it:sec:cpe', 'synapse.models.infotech.Cpe23Str', {}, { 'doc': 'A NIST CPE 2.3\",\n \"mitigation.', }), )), ('it:dev:int', {}, ()), ('it:dev:pipe', {}, ()), ('it:dev:mutex',\",\n \"('string', 'str'))}), { 'deprecated': True, 'doc': 'A reference to a\",\n \"the same :exe specified in :proc, if present.'}), ('time', ('time',\",\n \"registered.', }), ('domain', ('it:domain', {}), { 'doc': 'The authentication domain\",\n \"}), ('sig', ('it:av:sig', {}), { 'ro': True, 'doc': 'The signature\",\n \"('time', {}), { 'doc': 'The time the named pipe was\",\n \"True, 'doc': 'Software on the host.'}) )), ('it:av:sig', {}, (\",\n \"{ 'doc': 'The time the URL was requested.', }), ('url',\",\n \"'The IPv6 of the client during the URL retrieval..' }),\",\n \"{}, ( ('part', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"'Host serving a url.', }), ('url', ('inet:url', {}), { 'ro':\",\n \"to be used for YARA evaluation engines.'}), )), ('it:app:yara:match', {},\",\n \"('it:exec:proc', {}), { 'doc': 'The process where the library was\",\n \"}), ('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 where the\",\n \"log event.', 'interfaces': ('it:host:activity',), }), ('it:network', ('guid', {}), { 'doc':\",\n \"of the memory map. Bytes may optionally be present in\",\n \"the URL retrieval..' }), )), ('it:exec:bind', {}, ( ('proc', ('it:exec:proc',\",\n \"('semver:patch', ('int', {}), { 'doc': 'Version patch number.', }), ('semver:pre',\",\n \"of the software at a particular version.', }), ('names', ('array',\",\n \"}), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc': 'An\",\n \"('it:exec:mutex', ('guid', {}), { 'doc': 'A mutex created by a\",\n \"host or system.', }), ('desc', ('str', {}), { 'doc': 'A\",\n \"rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current version of\",\n \"{}), { 'doc': 'The start time for the process.', }),\",\n \"unsuccessful logon attempt.', }), ('logoff:time', ('time', {}), { 'doc': 'The\",\n \"app which requests the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True,\",\n \"'ex': 'G0100', }), ('it:mitre:attack:tactic', ('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A\",\n \"= s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch) subs = {'major':\",\n \"{}), { 'doc': 'The IPv6 of the client during the\",\n \"logon.', }), ('duration', ('duration', {}), { 'doc': 'The duration of\",\n \"system which the software can run on.'}), )), ('it:os:android:ilisten', {},\",\n \"the hit.'}), ('src:port', ('inet:port', {}), { 'doc': 'The source port\",\n \"software which broadcasts the android intent.'}), ('intent', ('it:os:android:intent', {}), {'ro':\",\n \"Notes: This first attempts to parse strings using the it:semver\",\n \"'doc': 'The specific file containing code that created the new\",\n \"if present.', }), ('time', ('time', {}), { 'doc': 'The time\",\n \"{}), { 'doc': 'The destination address of the trigger.'}), ('dst:ipv4',\",\n \"{'regex': r'^S-1-[0-59]-\\\\d{2}-\\\\d{8,10}-\\\\d{8,10}-\\\\d{8,10}-[1-9]\\\\d{3}$'}), { 'doc': 'A Microsoft Windows Security Identifier.', 'ex':\",\n \"version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}), { 'doc':\",\n \"identification string.'}), ('it:os:android:aaid', ('it:adid', {}), { 'doc': 'An android advertising\",\n \"'The time of the network flow that caused the hit.'}),\",\n \"True, 'doc': 'Host with the software.'}), ('softver', ('it:prod:softver', {}), {'ro':\",\n \"'A mutex created by a process at runtime.', }), ('it:exec:pipe',\",\n \"the process.', }), ('size', ('int', {}), { 'doc': 'The size\",\n \"username associated with the account', }), ('contact', ('ps:contact', {}), {\",\n \"that program.', }), ('cmd', ('it:cmd', {}), { 'doc': 'The command\",\n \"('it:exec:proc', {}), { 'doc': 'The process that matched the YARA\",\n \"}), ('hash:lm', ('hash:lm', {}), { 'doc': 'The LM password hash\",\n \"'doc': \\\"The path to the POSIX account's default shell.\\\", 'ex':\",\n \"('it:exec:proc', ('guid', {}), { 'doc': 'A process executing on a\",\n \"'part': parts[2], 'vendor': parts[3], 'product': parts[4], 'version': parts[5], 'update': parts[6],\",\n \"created the new file. May or may not be the\",\n \"requests the permission.'}), ('perm', ('it:os:android:perm', {}), {'ro': True, 'doc': 'The\",\n \"('inet:port', {}), { 'doc': 'The source port of the flow\",\n \"'The name of the group.', }), ('desc', ('str', {}), {\",\n \"}), ('exe', ('file:bytes', {}), { 'doc': 'The file considered the\",\n \"{}), { 'doc': 'The host on which the activity occurred.'}),\",\n \"'doc': 'The source port of the flow that caused the\",\n \"{'type': 'it:group'}), { 'doc': 'An array of groups that the\",\n \"('file:base', {}), { 'ro': True, 'doc': 'The final component of\",\n \"('str', ('it:dev:str', {}), { 'doc': 'The value of the registry\",\n \"valu): major, minor, patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor,\",\n \"same :exe specified in :proc, if present.'}), ('time', ('time', {}),\",\n \"{}), { 'doc': 'A brief description of the network.', }),\",\n \"'doc': 'An array of ATT&CK software IDs used by the\",\n \"short description of the software.', }), ('cpe', ('it:sec:cpe', {}), {\",\n \"('str', {}), { 'doc': 'An android intent string.'}), ('it:os:android:reqperm', ('comp',\",\n \"('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An instance of a YARA\",\n \"make it:dev:str for arch prop = node.get('arch') if prop: await\",\n \"{}), { 'doc': 'A arbitrary, unversioned software product.', }), ('it:adid',\",\n \"('domain', ('it:domain', {}), { 'doc': 'The authentication domain that the\",\n \"'doc': 'The given software broadcasts the given Android intent.'}), ('it:prod:softver',\",\n \"the rule.'}), ('version', ('it:semver', {}), { 'doc': 'The most recent\",\n \"('it:dev:regval', {}, ( ('key', ('it:dev:regkey', {}), { 'doc': 'The Windows\",\n \"host deleting a registry key.', }), ('it:app:yara:rule', ('guid', {}), {\",\n \"('it:account', {}, ( ('user', ('inet:user', {}), { 'doc': 'The username\",\n \"new file.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"}), )), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}), { 'doc':\",\n \"and available as strings if that information is present. '''\",\n \"_onPropSoftverVers(self, node, oldv): # Set vers:norm and make it's normed\",\n \"that increases with severity.', }), ('data', ('data', {}), { 'doc':\",\n \"{}), { 'doc': 'Software associated with this version instance.', }),\",\n \"s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch) return valu loglevels =\",\n \"software.', }), ('cpe', ('it:sec:cpe', {}), { 'doc': 'The NIST CPE\",\n \"'The thread which created this thread.', }), )), ('it:exec:loadlib', {},\",\n \"to start with \\\"cpe:2.3:\\\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info =\",\n \"hit.'}), ('dst', ('inet:addr', {}), { 'doc': 'The destination address of\",\n \"ATT&CK mitigation.', 'ex': 'cno.mitre.m0100', }), ('references', ('array', {'type': 'inet:url', 'uniq':\",\n \"('it:exec:thread', {}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The process\",\n \"('host', ('it:host', {}), { 'doc': 'The host containing the file.',\",\n \"of the string. Returns: int, dict: The system normalized version\",\n \"'doc': 'Person who authored the software.', }), ('url', ('inet:url', {}),\",\n \"}), ('cmd', ('it:cmd', {}), { 'doc': 'The command string used\",\n \"port was bound.', }), ('server', ('inet:server', {}), { 'doc': 'The\",\n \"{}), { 'doc': 'A logical boundary of authentication and configuration\",\n \"{}), { 'doc': 'The executable file which caused the activity.'}),\",\n \"written to/modified.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc':\",\n \"True, 'doc': 'The \\\"part\\\" field from the CPE 2.3 string.'}),\",\n \"of the function.'}), ('funccalls', ('array', {'type': 'it:reveng:filefunc'}), { 'doc': 'Other\",\n \"'ro': True, 'doc': 'The \\\"update\\\" field from the CPE 2.3\",\n \"through the string subs = s_version.parseVersionParts(valu) if subs is None:\",\n \"{ 'doc': 'The snort rule text.', 'disp': {'hint': 'text'}, }),\",\n \"is mapped with write permissions.', }), ('perms:execute', ('bool', {}), {\",\n \"'uniq': True, 'sorted': True}), { 'doc': 'A list of CVEs\",\n \"(optional) clear text password for this password hash.', }), )),\",\n \"not be the same :exe specified in :proc, if present.'}),\",\n \"('url', ('inet:url', {}), { 'doc': 'A URL linking this CWE\",\n \"async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft)\",\n \"continue part += c except StopIteration: parts.append(part) return parts def\",\n \"specific file containing code that wrote to the registry. May\",\n \"('inet:flow', {}), { 'doc': 'The inet:flow that matched the snort\",\n \"('user', ('inet:user', {}), { 'doc': 'The user name of the\",\n \"in a process.', }), ('it:exec:mmap', ('guid', {}), { 'doc': 'A\",\n \"'text'}, }), ('name', ('str', {}), { 'doc': 'The name of\",\n \"process.', }), ('size', ('int', {}), { 'doc': 'The size of\",\n \"}), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'), ('file', 'file:bytes'))}), { 'doc':\",\n \"}), ('desc', ('str', {}), { 'doc': 'A free-form description of\",\n \"bits. The comparable integer value representing the semver is the\",\n \"'The time the thread was created.', }), ('exited', ('time', {}),\",\n \"account.', }), ('posix:home', ('file:path', {}), { 'doc': \\\"The path to\",\n \"hash of the memory map. Bytes may optionally be present\",\n \"string specifying this software.', }), ('author', ('ps:contact', {}), { 'doc':\",\n \"node, oldv): # make it:dev:str for arch prop = node.get('arch')\",\n \"{ 'doc': 'A GUID that represents an account on a\",\n \"rule enabled status to be used for YARA evaluation engines.'}),\",\n \"that the activity started.'}), ), }), ), 'forms': ( ('it:hostname',\",\n \"'True if the mmap is mapped with read permissions.', }),\",\n \"password hash value.', }), ('hash:ntlm', ('hash:ntlm', {}), { 'doc': 'The\",\n \"a logical network.' }), ('it:domain', ('guid', {}), { 'doc': 'A\",\n \"that executed the process. May be an actual or a\",\n \"doing version part extraction by noming through the string subs\",\n \"host or system.', }), ('it:host', ('guid', {}), { 'doc': 'A\",\n \"rank score used to evaluate if it exhibits interesting behavior.'}),\",\n \"the file.'}), )), ('it:hostsoft', {}, ( ('host', ('it:host', {}), {'ro':\",\n \"('int', {}), { 'doc': 'A developer selected integer constant.', }),\",\n \"'The host where the account is registered.', }), ('domain', ('it:domain',\",\n \"hit.'}), ('src:port', ('inet:port', {}), { 'doc': 'The source port of\",\n \"rule at the time of match.'}), )), ('it:app:yara:rule', {}, (\",\n \"# make it:dev:str for arch prop = node.get('arch') if prop:\",\n \"oldv): # make it:dev:str for arch prop = node.get('arch') if\",\n \"the memory map was created.', }), ('deleted', ('time', {}), {\",\n \"}), ('it:app:yara:rule', ('guid', {}), { 'doc': 'A YARA rule unique\",\n \"('it:dev:pipe', ('str', {}), { 'doc': 'A string representing a named\",\n \"Copy without Checking Size of Input (Classic Buffer Overflow)', }),\",\n \"'doc': 'The bound (listening) TCP port.' }), )), ('it:fs:file', {},\",\n \"{}), { 'doc': 'The optional contiguous IPv6 address range of\",\n \"a process at runtime.', }), ('it:exec:url', ('guid', {}), { 'doc':\",\n \"a host or network.' }), ('it:group', ('guid', {}), { 'doc':\",\n \"the software can run on.'}), )), ('it:os:android:ilisten', {}, ( ('app',\",\n \"'A GUID that represents a logical network.' }), ('it:domain', ('guid',\",\n \"{ 'doc': 'The destination IPv4 address of the flow that\",\n \"code that bound the listening port. May or may not\",\n \"'An android intent string.'}), ('it:os:android:reqperm', ('comp', {'fields': ( ('app', 'it:prod:soft'),\",\n \"valu): valu = valu.strip() if not valu: raise s_exc.BadTypeValu(valu=valu, name=self.name,\",\n \"('part', ('str', {'lower': True, 'strip': True}), { 'ro': True, 'doc':\",\n \"deleted the file.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"Security Identifier of the account.', }), ('groups', ('array', {'type': 'it:group'}),\",\n \"('time', {}), { 'doc': 'The time the URL was requested.',\",\n \"'TA0040', }), ('it:mitre:attack:technique', ('str', {'regex': r'^T[0-9]{4}(.[0-9]{3})?$'}), { 'doc': 'A Mitre\",\n \"('inet:ipv4', {}), { 'doc': 'The destination IPv4 address of the\",\n \"}), ('loaded', ('time', {}), { 'doc': 'The time the library\",\n \"('it:exec:url', ('guid', {}), { 'doc': 'An instance of a host\",\n \"the value is an integer.', }), ('bytes', ('file:bytes', {}), {\",\n \"{}), { 'doc': 'A free-form description of the host.', }),\",\n \"logon occured.', }), ('success', ('bool', {}), { 'doc': 'Set to\",\n \"subs = self.bruteVersionStr(prop) await node.set('semver', valu) for k, v in\",\n \"('rule', ('it:app:yara:rule', {}), { 'ro': True, 'doc': 'The YARA rule\",\n \"{}), { 'doc': 'The time the port was bound.', }),\",\n \"('file:bytes', {}), { 'doc': 'The file considered the \\\"main\\\" executable\",\n \"the host is a member of.', }), ('ipv4', ('inet:ipv4', {}),\",\n \"imported library functions within the scope of the function.', }),\",\n \"which is present on a given host.', }), ('it:av:sig', ('comp',\",\n \"is registered.', }), ('domain', ('it:domain', {}), { 'doc': 'The authentication\",\n \"{ 'doc': 'The time the process exited.', }), ('exitcode', ('int',\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"version\\\" field from\",\n \"'doc': 'The MD5 password hash value.', }), ('hash:sha1', ('hash:sha1', {}),\",\n \"'The authentication domain that the host is a member of.',\",\n \"'strip': True}), { 'ro': True, 'doc': 'The \\\"update\\\" field from\",\n \"( (10, 'debug'), (20, 'info'), (30, 'notice'), (40, 'warning'), (50,\",\n \"{}), { 'doc': 'The product model of the host.', }),\",\n \"# Check to see if name is available and set\",\n \"('guid', {}), { 'doc': 'An instance of a snort rule\",\n \"number.', }), ('semver:major', ('int', {}), { 'doc': 'Version major number.',\",\n \"'A brief description of the domain.', }), ('org', ('ou:org', {}),\",\n \"self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch) self.model.prop('it:prod:softver:vers').onSet(self._onPropSoftverVers) self.model.prop('it:prod:softver:software').onSet(self._onPropSoftverSoft) def bruteVersionStr(self, valu): ''' Brute\",\n \"brief description of the domain.', }), ('org', ('ou:org', {}), {\",\n \"('it:host', ('guid', {}), { 'doc': 'A GUID that represents a\",\n \"os software version.'}), ('it:hostsoft', ('comp', {'fields': (('host', 'it:host'), ('softver', 'it:prod:softver'))}),\",\n \"snort rule.'}), ('version', ('it:semver', {}), { 'doc': 'The current version\",\n \"'doc': 'A specific version of a software product.'}), ('it:prod:softfile', ('comp',\",\n \"as a match.'}), )), ('it:app:yara:procmatch', {}, ( ('rule', ('it:app:yara:rule', {}),\",\n \"{}), { 'doc': 'A URL linking this CVE to a\",\n \"class ItModule(s_module.CoreModule): async def initCoreModule(self): self.model.form('it:dev:str').onAdd(self._onFormItDevStr) self.model.form('it:dev:pipe').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:mutex').onAdd(self._onFormMakeDevStr) self.model.form('it:dev:regkey').onAdd(self._onFormMakeDevStr) self.model.prop('it:prod:softver:arch').onSet(self._onPropSoftverArch)\",\n \"{'lower': True}), { 'ro': True, 'doc': 'The signature name.', }),\",\n \"for the author of the YARA rule.'}), ('version', ('it:semver', {}),\",\n \"= '' continue part += c except StopIteration: parts.append(part) return\",\n \"('int', {}), { 'doc': 'The GECOS field for the POSIX\",\n \"{}), { 'doc': 'The IPv6 where the logon originated.', }),\",\n \"of the host.' }), ('manu', ('str', {}), { 'doc': 'The\",\n \"deprecated, this field may contain the current value for the\",\n \"logon session.', }), ('client:host', ('it:host', {}), { 'doc': 'The host\",\n \"{ 'doc': 'Associated names for the ATT&CK software.', }), ('desc',\",\n \"documents the ATT&CK mitigation.', }), ('tag', ('syn:tag', {}), { 'doc':\",\n \"async def _onPropSoftverArch(self, node, oldv): # make it:dev:str for arch\",\n \"'The SHA1 password hash value.', }), ('hash:sha256', ('hash:sha256', {}), {\",\n \"the listening port. Typically the same host referenced in :proc,\",\n \"Microsoft Windows Security Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}),\",\n \"'ex': 'Buffer Copy without Checking Size of Input (Classic Buffer\",\n \"{}, ( ('software', ('it:prod:soft', {}), { 'doc': 'Used to map\",\n \"IPv4 address of the flow that caused the hit.'}), ('dst:ipv6',\",\n \"{}), {'ro': True, 'doc': 'The android intent which is broadcast\",\n \"the activity.'}), ('host', ('it:host', {}), { 'doc': 'The host on\",\n \"host binding a listening port.', }), ('it:fs:file', ('guid', {}), {\",\n \"free-form description of the signature.', 'disp': {'hint': 'text'}, }), ('url',\",\n \"'The URL that documents the ATT&CK software.', }), ('tag', ('syn:tag',\",\n \"{ 'doc': 'The group owner of the file.', }), )),\",\n \"{}), { 'doc': 'The process where the memory was mapped.',\",\n \"major, minor, patch = s_version.unpackVersion(valu) valu = s_version.packVersion(major, minor, patch)\",\n \"{'lower': True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"part\\\"\",\n \"software can run on.'}), )), ('it:os:android:ilisten', {}, ( ('app', ('it:prod:softver',\",\n \"'cno.mitre.t0100', }), ('references', ('array', {'type': 'inet:url', 'uniq': True}), { 'doc':\",\n \"('dst:ipv6', ('inet:ipv6', {}), { 'doc': 'The destination IPv4 address of\",\n \"import synapse.lib.version as s_version logger = logging.getLogger(__name__) class Cpe23Str(s_types.Str): '''\",\n \"c += next(genr) if c == ':': parts.append(part) part =\",\n \"software is a library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa', {},\",\n \"'uniq': True}), { 'doc': 'An array of URLs that document\",\n \"host running the process that bound the listening port. Typically\",\n \"'ex': '1001', }), ('windows:sid', ('it:os:windows:sid', {}), { 'doc': 'The Microsoft\",\n \"software version.'}), ('it:prod:softos', ('comp', {'fields': ( ('soft', 'it:prod:softver'), ('os', 'it:prod:softver'))}),\",\n \"code that wrote to the registry. May or may not\",\n \"data from the registry. May or may not be the\",\n \"'doc': 'Semver prerelease string.', }), ('semver:build', ('str', {}), { 'doc':\",\n \")), ('it:app:yara:rule', {}, ( ('text', ('str', {}), { 'doc': 'The\",\n \"field from the CPE 2.3 string.'}), ('other', ('str', {'lower': True,\",\n \"('url', ('inet:url', {}), { 'doc': 'URL relevant for the software.',\",\n \"the host.'}) )), ('it:av:sig', {}, ( ('soft', ('it:prod:soft', {}), {\",\n \"'file:bytes'))}), { 'doc': 'A YARA rule match to a file.',\",\n \"hash value.', }), ('hash:sha256', ('hash:sha256', {}), { 'doc': 'The SHA256\",\n \"}), ('name', ('str', {'strip': True}), { 'doc': 'The primary name\",\n \"as strings if that information is present. ''' def postTypeInit(self):\",\n \"running the process that wrote to the file. Typically the\",\n \"the mutex.', }), ('host', ('it:host', {}), { 'doc': 'The host\",\n \"'doc': 'A memory mapped segment located in a process.', }),\",\n \"at runtime.', }), ('it:exec:url', ('guid', {}), { 'doc': 'An instance\",\n \"'doc': 'The final component of the file path (parsed from\",\n \"port during the URL retrieval..' }), )), ('it:exec:bind', {}, (\",\n \"file.'}), ('proc', ('it:exec:proc', {}), { 'doc': 'The process that matched\",\n \"{}), { 'doc': 'True if the mmap is mapped with\",\n \"array of strings referenced within the function.', }), )), ('it:reveng:filefunc',\",\n \"('path', ('file:path', {}), { 'doc': 'The file path if the\",\n \"('softver', 'it:prod:softver'))}), { 'doc': 'A version of a software product\",\n \"asyncio import logging import synapse.exc as s_exc import synapse.lib.types as\",\n \"True, 'doc': 'The operating system which the software can run\",\n \"relevant for the software.', }), ('isos', ('bool', {}), { 'doc':\",\n \"(Classic Buffer Overflow)', }), ('desc', ('str', {}), { 'doc': 'The\",\n \"'doc': 'The file that was read.', }), )), ('it:exec:file:write', {},\",\n \"that apply to this software version.', }), ('vers', ('it:dev:str', {}),\",\n \"{}), { 'doc': 'The LM password hash value.', }), ('hash:ntlm',\",\n \"CVEs that apply to this software version.', }), ('vers', ('it:dev:str',\",\n \"'doc': 'The time the URL was requested.', }), ('url', ('inet:url',\",\n \"the rule at the time of match.'}), )), ('it:app:yara:rule', {},\",\n \"of this network.', }), ('net6', ('inet:net6', {}), { 'doc': 'The\",\n \"registry key, if the value is a string.', }), ('int',\",\n \"'The registry key or value that was written to.', }),\",\n \"'doc': 'The name of the YARA rule.'}), ('author', ('ps:contact', {}),\",\n \"the software is a library.'}), )), ('it:adid', {}, ()), ('it:os:ios:idfa',\",\n \"in :proc, if present.', }), ('time', ('time', {}), { 'doc':\",\n \"software version is known to be compatible with the given\",\n \"the named pipe. May or may not be the same\",\n \"{'ro': True, 'doc': 'The operating system which the software can\",\n \"Identifier.', 'ex': 'S-1-5-21-1220945662-1202665555-839525555-5555', }), ('it:os:ios:idfa', ('it:adid', {}), { 'doc': 'An\",\n \"('client:ipv4', ('inet:ipv4', {}), { 'doc': 'The IPv4 where the logon\",\n \"{ 'doc': 'The SHA512 password hash value.', }), ('hash:lm', ('hash:lm',\",\n \"ATT&CK mitigation.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse\",\n \"noming through the string subs = s_version.parseVersionParts(valu) if subs is\",\n \"group.', }), ('posix:gid', ('int', {}), { 'doc': 'The primary group\",\n \"the same :exe specified in :proc, if present.', }), ('time',\",\n \"ATT&CK software.', 'disp': {'hint': 'text'}, }), ('url', ('inet:url', {}), {\",\n \"group.', }), )), ('it:mitre:attack:tactic', {}, ( ('name', ('str', {'strip': True}),\",\n \"{'lower': True})))}), { 'doc': 'A signature name within the namespace\",\n \"file that contains the function.'}), ('va', ('int', {}), { 'doc':\",\n \"wrote to the file. May or may not be the\",\n \"of the network flow that caused the hit.'}), ('sensor', ('it:host',\",\n \"host.' }), ('latlong', ('geo:latlong', {}), { 'doc': 'The last known\",\n \"('time', {}), { 'doc': 'The time the memory map was\",\n \"process.', }), ('user', ('inet:user', {}), { 'doc': 'The user name\",\n \"credentials that were used for the logon.', }), ('duration', ('duration',\",\n \"'A description of the ATT&CK technique.', 'disp': {'hint': 'text'}, }),\",\n \"(('file', 'file:bytes'), ('function', 'it:reveng:function'))}), { 'doc': 'An instance of a\",\n \"'sorted': True}), { 'doc': 'Observed/variant names for this software version.',\",\n \"signature.', }), ('name', ('str', {'lower': True}), { 'ro': True, 'doc':\",\n \"string.'}), ('it:os:android:intent', ('str', {}), { 'doc': 'An android intent string.'}),\",\n \"}), ('it:app:snort:hit', ('guid', {}), { 'doc': 'An instance of a\",\n \"of the function.', }), )), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function',\",\n \"main process executing code that bound the listening port.', }),\",\n \"ATT&CK group.', }), ('tag', ('syn:tag', {}), { 'doc': 'The synapse\",\n \"name of the network.', }), ('desc', ('str', {}), { 'doc':\",\n \"the host or system.', }), ('desc', ('str', {}), { 'doc':\",\n \"{ 'doc': 'The process where the library was loaded.', }),\",\n \"( ('name', ('str', {}), { 'doc': 'The name of the\",\n \"to calculate the password hash.', }), ('hash:md5', ('hash:md5', {}), {\",\n \"'doc': 'The destination port of the flow that caused the\",\n \"('file', 'file:bytes'))}), { 'doc': 'A YARA rule match to a\",\n \"software is an operating system.'}), ('islib', ('bool', {}), { 'doc':\",\n \"served by a host or system.', }), ('it:sec:cve', ('str', {'lower':\",\n \"to annotate nodes included in this ATT&CK group ID.', 'ex':\",\n \"('name', ('ou:name', {}), { 'doc': 'The primary name for the\",\n \"{}), { 'doc': 'The URL that documents the ATT&CK technique.',\",\n \"for the host.' }), ('place', ('geo:place', {}), { 'doc': 'The\",\n \"arch prop = node.get('arch') if prop: await node.snap.addNode('it:dev:str', prop) async\",\n \"the URL retrieval..' }), ('client:ipv6', ('inet:ipv6', {}), { 'doc': 'The\",\n \"version parts out of the string') if subs: valu =\",\n \"software to a synapse it:prod:soft.', }), ('name', ('str', {'strip': True}),\",\n \"True, 'doc': 'The parent directory of the file path (parsed\",\n \"self._splitCpe23(text) if len(parts) != 13: mesg = f'CPE 2.3 string\",\n \"process.', }), ('exited', ('time', {}), { 'doc': 'The time the\",\n \"('int', {}), { 'doc': 'The exit code for the process.',\",\n \"('file:bytes', {}), { 'doc': 'The executable file which caused the\",\n \"of a host or system.', }), ('it:host', ('guid', {}), {\",\n \"('str', {'lower': True, 'strip': True}), { 'doc': 'Name of the\",\n \"'doc': 'The main process executing code that deleted data from\",\n \"{}, ( ('rule', ('it:app:snort:rule', {}), { 'doc': 'The snort rule\",\n \"{}), { 'doc': 'An instance of a host deleting a\",\n \"last known location for the host.' }), ('place', ('geo:place', {}),\",\n \"('it:dev:int', ('int', {}), { 'doc': 'A developer selected integer constant.',\",\n \"{ 'ro': True, 'doc': 'The \\\"version\\\" field from the CPE\",\n \"of match.'}), )), ('it:app:yara:rule', {}, ( ('text', ('str', {}), {\",\n \"of a software product.'}), ('it:prod:softfile', ('comp', {'fields': ( ('soft', 'it:prod:softver'),\",\n \"information is disregarded for integer comparison purposes, as we cannot\",\n \"'interfaces': ( ('it:host:activity', { 'props': ( ('exe', ('file:bytes', {}), {\",\n \"match.'}), )), ('it:reveng:function', {}, ( ('name', ('str', {}), { 'doc':\",\n \"True, 'doc': 'The android intent which is listened for by\",\n \"= nodes[0].get('name') if name: await node.set('software:name', name) async def _onPropSoftverArch(self,\",\n \"Exception: logger.exception('Failed to brute force version string [%s]', prop) def\",\n \"True, 'sorted': True}), { 'doc': 'Observed/variant names for this software\",\n \"parts[8], 'sw_edition': parts[9], 'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12], }\",\n \"{}, ( ('proc', ('it:exec:proc', {}), { 'doc': 'The file that\",\n \"Mitre ATT&CK Software ID.', 'ex': 'S0154', }), ('it:dev:str', ('str', {}),\",\n \"Windows Security Identifier of the group.', }), )), ('it:logon', {},\",\n \"('str', {'strip': True}), { 'doc': 'The primary name for the\",\n \"== ':': parts.append(part) part = '' continue part += c\",\n \"('str', {}), { 'doc': 'The name of the snort rule.'}),\",\n \"{ 'doc': 'The account that logged in.', }), ('creds', ('auth:creds',\",\n \"}), )), ('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}), { 'ro':\",\n \"'The org that operates the given domain.', }), )), ('it:network',\",\n \"{ 'ctors': ( ('it:semver', 'synapse.models.infotech.SemVer', {}, { 'doc': 'Semantic Version\",\n \"that deleted the file. Typically the same host referenced in\",\n \"of the domain.', }), ('desc', ('str', {}), { 'doc': 'A\",\n \"True if the software is an operating system.'}), ('islib', ('bool',\",\n \"('it:exec:proc', {}), { 'doc': 'The file that triggered the signature\",\n \"'A memory mapped segment located in a process.', }), ('it:cmd',\",\n \"Technique ID.', 'ex': 'T1548', }), ('it:mitre:attack:mitigation', ('str', {'regex': r'^M[0-9]{4}$'}), {\",\n \"a file.', }), ('it:app:yara:procmatch', ('guid', {}), { 'doc': 'An instance\",\n \"True}), { 'ro': True, 'doc': 'The \\\"target_hw\\\" field from the\",\n \"('parent', ('it:mitre:attack:technique', {}), { 'doc': 'The parent ATT&CK technique on\",\n \"out and available as strings if that information is present.\",\n \"to/modified.', }), ('path', ('file:path', {}), { 'doc': 'The path where\",\n \"'ro': True, 'doc': 'The \\\"version\\\" field from the CPE 2.3\",\n \"('inet:email', {}), { 'deprecated': True, 'doc': 'Email address of the\",\n \"password hash value.', }), ('passwd', ('inet:passwd', {}), { 'doc': 'The\",\n \"host referenced in :proc, if present.', }), ('exe', ('file:bytes', {}),\",\n \"'it:dev:str', 'uniq': True}), { 'doc': 'An array of strings referenced\",\n \"{ 'doc': 'A URL linking this CWE to a full\",\n \"('app', 'it:prod:soft'), ('perm', 'it:os:android:perm'))}), { 'doc': 'The given software requests\",\n \"info for the author of the YARA rule.'}), ('version', ('it:semver',\",\n \"comparable integer value representing the semver is the bitwise concatenation\",\n \"if valu > s_version.mask60: raise s_exc.BadTypeValu(valu=valu, name=self.name, mesg='Cannot norm a\",\n \"{ 'doc': 'The time the thread was created.', }), ('exited',\",\n \"to the registry.', }), ('host', ('it:host', {}), { 'doc': 'The\",\n \"'err'), (60, 'crit'), (70, 'alert'), (80, 'emerg'), ) class ItModule(s_module.CoreModule):\",\n \"nodes included in this ATT&CK technique.', 'ex': 'cno.mitre.t0100', }), ('references',\",\n \"the server when binding the port.' }), ('server:ipv4', ('inet:ipv4', {}),\",\n \"'The exit code or return value for the thread.', }),\",\n \"{}), { 'doc': 'The manufacturer of the host.', }), ('model',\",\n \"'The given software listens for an android intent.'}), ('it:os:android:ibroadcast', ('comp',\",\n \"Check to see if name is available and set it\",\n \"authentication domain that the host is a member of.', }),\",\n \"{'ro': True, 'doc': 'The library software version.'}), )), ('it:prod:softfile', {},\",\n \"to a full description.', }), ('references', ('array', {'type': 'inet:url', 'uniq':\",\n \"{ 'props': ( ('exe', ('file:bytes', {}), { 'doc': 'The executable\",\n \"{ 'doc': 'An instance of a function in an executable.',\",\n \"{}), { 'doc': 'The path to the executable which started\",\n \"major, minor, patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch)\",\n \"{'regex': r'^M[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Mitigation ID.', 'ex':\",\n \"host or system.' }), ('it:log:event', ('guid', {}), { 'doc': 'A\",\n \"used for the logon.', }), ('duration', ('duration', {}), { 'doc':\",\n \"GUID representing an individual log event.', 'interfaces': ('it:host:activity',), }), ('it:network',\",\n \"'doc': 'The main process executing code that created the mutex.',\",\n \"the same :exe referenced in :proc, if present.', }), ('time',\",\n \"a file to a filesystem.', }), ('it:exec:reg:get', ('guid', {}), {\",\n \"version of the software was released.', }), ('semver', ('it:semver', {}),\",\n \"of this ATT&CK technique.', }), ('isnow', ('it:mitre:attack:technique', {}), { 'doc':\",\n \"ou:org.', }), ('name', ('ou:name', {}), { 'doc': 'The primary name\",\n \"('inet:client', {}), { 'doc': 'The address of the client during\",\n \"('str', {'regex': r'^TA[0-9]{4}$'}), { 'doc': 'A Mitre ATT&CK Tactic ID.',\",\n \"file.', }), ('path:dir', ('file:path', {}), { 'ro': True, 'doc': 'The\",\n \"Common Weaknesses Enumeration Specification', 'ex': 'CWE-120', }), ('it:mitre:attack:status', ('str', {'enums':\",\n \"}), ('path:ext', ('str', {'lower': True, 'strip': True}), { 'ro': True,\",\n \"requested by the app.'}), )), ('it:prod:softos', {}, ( ('soft', ('it:prod:softver',\",\n \"the memory map was deleted.', }), ('path', ('file:path', {}), {\",\n \"synapse.lib.types as s_types import synapse.lib.module as s_module import synapse.lib.version as\",\n \"for the host.' }), ('latlong', ('geo:latlong', {}), { 'doc': 'The\",\n \"or system.', }), ('it:host', ('guid', {}), { 'doc': 'A GUID\",\n \"was deleted.', }), ('path', ('file:path', {}), { 'doc': 'The file\",\n \"2.3 string.'}), ('product', ('str', {'lower': True, 'strip': True}), { 'ro':\",\n \"('host', ('it:host', {}), {'ro': True, 'doc': 'Host with the software.'}),\",\n \"sw_edition : target_sw : target_hw : other * = \\\"any\\\"\",\n \"'inet:url'))}), { 'doc': 'A url hosted on or served by\",\n \"True, 'strip': True}), { 'ro': True, 'doc': 'The \\\"other\\\" field\",\n \"{ 'doc': 'The time the registry was read.', }), ('reg',\",\n \"'doc': 'Software on the host.'}) )), ('it:av:sig', {}, ( ('soft',\",\n \"port.', }), ('host', ('it:host', {}), { 'doc': 'The host running\",\n \"org that owns/operates the network.', }), ('net4', ('inet:net4', {}), {\",\n \"'The host running the process that bound the listening port.\",\n \"URL that documents the ATT&CK mitigation.', }), ('tag', ('syn:tag', {}),\",\n \"{ 'doc': 'The time the named pipe was created.', }),\",\n \"True}), { 'doc': 'Observed/variant names for this software.', }), ('desc',\",\n \"raw JSON record of the log event.', }), )), ('it:domain',\",\n \"with \\\"cpe:2.3:\\\"' raise s_exc.BadTypeValu(valu=valu, mesg=mesg) text, info = s_types.Str._normPyStr(self, valu)\",\n \"'target_sw': parts[10], 'target_hw': parts[11], 'other': parts[12], } return ':'.join(parts), {'subs':\",\n \"or served by a host or system.', }), ('it:sec:cve', ('str',\",\n \"a Common Vulnerabilities and Exposures (CVE) number.', 'ex': 'cve-2012-0158' }),\",\n \"'it:reveng:function'), ('string', 'str'))}), { 'deprecated': True, 'doc': 'A reference to\",\n \"{ 'doc': 'Lower case normalized version of the it:dev:str.', }),\",\n \"'doc': 'An instance of a host deleting a registry key.',\",\n \"identification string.'}), ('it:os:android:perm', ('str', {}), { 'doc': 'An android permission\",\n \"{ 'doc': 'A memory mapped segment located in a process.',\",\n \"('it:reveng:funcstr', {}, ( ('function', ('it:reveng:function', {}), { 'ro': True, 'doc':\",\n \"{ 'doc': 'An external process which created the thread.', }),\",\n \"file was written to/modified.', }), ('path:dir', ('file:path', {}), { 'ro':\",\n \"an operating system.'}), ('islib', ('bool', {}), { 'doc': 'Set to\",\n \"= s_types.Str._normPyStr(self, valu) parts = self._splitCpe23(text) if len(parts) != 13:\",\n \"await node.snap.addNode('it:dev:str', pprop) async def _onPropSoftverSoft(self, node, oldv): # Check\",\n \"}), ('it:exec:file:write', ('guid', {}), { 'doc': 'An instance of a\",\n \"{}), { 'doc': 'The duration of the logon session.', }),\",\n \"string.', }), ('arch', ('it:dev:str', {}), { 'doc': 'Software architecture.', }),\",\n \"the same host referenced in :proc, if present.', }), ('exe',\",\n \"flow that caused the hit.'}), ('sensor', ('it:host', {}), { 'doc':\",\n \"if the value is binary data.', }), )), ('it:prod:soft', {},\",\n \"URLs that document the CVE ID.', }), )), ('it:sec:cpe', {},\",\n \"('host', ('it:host', {}), { 'doc': 'The host where the group\",\n \"YARA rule unique identifier.', }), ('it:app:yara:match', ('comp', {'fields': (('rule', 'it:app:yara:rule'),\",\n \"tag used to annotate nodes included in this ATT&CK software.',\",\n \"value is a string.', }), ('int', ('it:dev:int', {}), { 'doc':\",\n \"the data from the registry was deleted.', }), ('reg', ('it:dev:regval',\",\n \"('guid', {}), { 'doc': 'A Windows registry key/value pair.', }),\",\n \"{ 'doc': 'The owner of the file.', }), ('group', ('inet:user',\",\n \"patch = s_version.unpackVersion(valu) valu = s_version.fmtVersion(major, minor, patch) return valu\",\n \"string.', }), )), ('it:exec:pipe', {}, ( ('proc', ('it:exec:proc', {}), {\",\n \"{ 'doc': 'The user ID of the account.', 'ex': '1001',\"\n]","isConversational":false}}},{"rowIdx":1696,"cells":{"ngram":{"kind":"list like","value":["class TestRoutes(unittest.TestCase): \"\"\"Test routes.\"\"\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',)","\"\"\"Smoke test routes to ensure no runtime errors..\"\"\" routes =","bool: True if valid, else False. \"\"\" if route in","up: Put Flask app in test mode.\"\"\" app = create_app()","\"\"\"Test routes.\"\"\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self):","route (str): Route url pattern. Returns: bool: True if valid,","import create_app class TestRoutes(unittest.TestCase): \"\"\"Test routes.\"\"\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns","unittest from copy import copy from webui.app import create_app class","#!/usr/bin/env python3 # -*- coding: utf-8 -*- \"\"\"Unit tests.\"\"\" import","test mode.\"\"\" app = create_app() self.initial_app = copy(app) app.testing =","self.app.get(route) if __name__ == '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR","no runtime errors..\"\"\" routes = [route.rule for route in self.initial_app.url_map.iter_rules()","import copy from webui.app import create_app class TestRoutes(unittest.TestCase): \"\"\"Test routes.\"\"\"","copy import copy from webui.app import create_app class TestRoutes(unittest.TestCase): \"\"\"Test","Returns: bool: True if valid, else False. \"\"\" if route","copy(app) app.testing = True self.app = app.test_client() @staticmethod def valid_route(route):","True self.app = app.test_client() @staticmethod def valid_route(route): \"\"\"Validate route. Args:","test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/' doctest_unittest_runner(test_dir=TEST_DIR, relative_path_to_root='../',","ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self): \"\"\"Set up:","for route in routes: self.app.get(route) if __name__ == '__main__': from","# -*- coding: utf-8 -*- \"\"\"Unit tests.\"\"\" import os import","TestRoutes(unittest.TestCase): \"\"\"Test routes.\"\"\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',) def","from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/' doctest_unittest_runner(test_dir=TEST_DIR,","test_routes(self): \"\"\"Smoke test routes to ensure no runtime errors..\"\"\" routes","in TestRoutes.ignore_routes \\ or route.endswith(TestRoutes.ignore_end_patterns): return False return True def","False. \"\"\" if route in TestRoutes.ignore_routes \\ or route.endswith(TestRoutes.ignore_end_patterns): return","def test_routes(self): \"\"\"Smoke test routes to ensure no runtime errors..\"\"\"","('>',) def setUp(self): \"\"\"Set up: Put Flask app in test","url pattern. Returns: bool: True if valid, else False. \"\"\"","Put Flask app in test mode.\"\"\" app = create_app() self.initial_app","= ('>',) def setUp(self): \"\"\"Set up: Put Flask app in","Route url pattern. Returns: bool: True if valid, else False.","True def test_routes(self): \"\"\"Smoke test routes to ensure no runtime","tests.\"\"\" import os import unittest from copy import copy from","if route in TestRoutes.ignore_routes \\ or route.endswith(TestRoutes.ignore_end_patterns): return False return","route in TestRoutes.ignore_routes \\ or route.endswith(TestRoutes.ignore_end_patterns): return False return True","route.endswith(TestRoutes.ignore_end_patterns): return False return True def test_routes(self): \"\"\"Smoke test routes","self.initial_app = copy(app) app.testing = True self.app = app.test_client() @staticmethod","route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in routes: self.app.get(route)","valid_route(route): \"\"\"Validate route. Args: route (str): Route url pattern. Returns:","TestRoutes.ignore_routes \\ or route.endswith(TestRoutes.ignore_end_patterns): return False return True def test_routes(self):","routes to ensure no runtime errors..\"\"\" routes = [route.rule for","to ensure no runtime errors..\"\"\" routes = [route.rule for route","python3 # -*- coding: utf-8 -*- \"\"\"Unit tests.\"\"\" import os","test routes to ensure no runtime errors..\"\"\" routes = [route.rule","import unittest from copy import copy from webui.app import create_app","(str): Route url pattern. Returns: bool: True if valid, else","errors..\"\"\" routes = [route.rule for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)]","import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/' doctest_unittest_runner(test_dir=TEST_DIR, relative_path_to_root='../', package_names=['webui',","in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in routes: self.app.get(route) if","== '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) +","if __name__ == '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR =","def setUp(self): \"\"\"Set up: Put Flask app in test mode.\"\"\"","os import unittest from copy import copy from webui.app import","True if valid, else False. \"\"\" if route in TestRoutes.ignore_routes","create_app class TestRoutes(unittest.TestCase): \"\"\"Test routes.\"\"\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns =","or route.endswith(TestRoutes.ignore_end_patterns): return False return True def test_routes(self): \"\"\"Smoke test","ignore_end_patterns = ('>',) def setUp(self): \"\"\"Set up: Put Flask app","self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in routes: self.app.get(route) if __name__","-*- \"\"\"Unit tests.\"\"\" import os import unittest from copy import","app.testing = True self.app = app.test_client() @staticmethod def valid_route(route): \"\"\"Validate","self.app = app.test_client() @staticmethod def valid_route(route): \"\"\"Validate route. Args: route","route. Args: route (str): Route url pattern. Returns: bool: True","\"\"\"Set up: Put Flask app in test mode.\"\"\" app =","from copy import copy from webui.app import create_app class TestRoutes(unittest.TestCase):","valid, else False. \"\"\" if route in TestRoutes.ignore_routes \\ or","\"\"\"Validate route. Args: route (str): Route url pattern. Returns: bool:","\"\"\"Unit tests.\"\"\" import os import unittest from copy import copy","('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self): \"\"\"Set up: Put Flask","from webui.app import create_app class TestRoutes(unittest.TestCase): \"\"\"Test routes.\"\"\" ignore_routes =","route in routes: self.app.get(route) if __name__ == '__main__': from test.utils.doctest_unittest_runner","Args: route (str): Route url pattern. Returns: bool: True if","= [route.rule for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route","routes: self.app.get(route) if __name__ == '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner","create_app() self.initial_app = copy(app) app.testing = True self.app = app.test_client()","= ('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self): \"\"\"Set up: Put","[route.rule for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in","return True def test_routes(self): \"\"\"Smoke test routes to ensure no","in test mode.\"\"\" app = create_app() self.initial_app = copy(app) app.testing","= app.test_client() @staticmethod def valid_route(route): \"\"\"Validate route. Args: route (str):","if valid, else False. \"\"\" if route in TestRoutes.ignore_routes \\","__name__ == '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__))","= True self.app = app.test_client() @staticmethod def valid_route(route): \"\"\"Validate route.","in routes: self.app.get(route) if __name__ == '__main__': from test.utils.doctest_unittest_runner import","app.test_client() @staticmethod def valid_route(route): \"\"\"Validate route. Args: route (str): Route","else False. \"\"\" if route in TestRoutes.ignore_routes \\ or route.endswith(TestRoutes.ignore_end_patterns):","= copy(app) app.testing = True self.app = app.test_client() @staticmethod def","setUp(self): \"\"\"Set up: Put Flask app in test mode.\"\"\" app","copy from webui.app import create_app class TestRoutes(unittest.TestCase): \"\"\"Test routes.\"\"\" ignore_routes","app = create_app() self.initial_app = copy(app) app.testing = True self.app","'__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/'","\\ or route.endswith(TestRoutes.ignore_end_patterns): return False return True def test_routes(self): \"\"\"Smoke","return False return True def test_routes(self): \"\"\"Smoke test routes to","= create_app() self.initial_app = copy(app) app.testing = True self.app =","\"\"\" if route in TestRoutes.ignore_routes \\ or route.endswith(TestRoutes.ignore_end_patterns): return False","routes.\"\"\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self): \"\"\"Set","webui.app import create_app class TestRoutes(unittest.TestCase): \"\"\"Test routes.\"\"\" ignore_routes = ('/static/<path:filename>',)","app in test mode.\"\"\" app = create_app() self.initial_app = copy(app)","import os import unittest from copy import copy from webui.app","coding: utf-8 -*- \"\"\"Unit tests.\"\"\" import os import unittest from","mode.\"\"\" app = create_app() self.initial_app = copy(app) app.testing = True","@staticmethod def valid_route(route): \"\"\"Validate route. Args: route (str): Route url","utf-8 -*- \"\"\"Unit tests.\"\"\" import os import unittest from copy","doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/' doctest_unittest_runner(test_dir=TEST_DIR, relative_path_to_root='../', package_names=['webui', 'test'])","runtime errors..\"\"\" routes = [route.rule for route in self.initial_app.url_map.iter_rules() if","routes = [route.rule for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for","def valid_route(route): \"\"\"Validate route. Args: route (str): Route url pattern.","self.valid_route(route.rule)] for route in routes: self.app.get(route) if __name__ == '__main__':","Flask app in test mode.\"\"\" app = create_app() self.initial_app =","if self.valid_route(route.rule)] for route in routes: self.app.get(route) if __name__ ==","-*- coding: utf-8 -*- \"\"\"Unit tests.\"\"\" import os import unittest","ensure no runtime errors..\"\"\" routes = [route.rule for route in","for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in routes:","False return True def test_routes(self): \"\"\"Smoke test routes to ensure","pattern. Returns: bool: True if valid, else False. \"\"\" if"],"string":"[\n \"class TestRoutes(unittest.TestCase): \\\"\\\"\\\"Test routes.\\\"\\\"\\\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',)\",\n \"\\\"\\\"\\\"Smoke test routes to ensure no runtime errors..\\\"\\\"\\\" routes =\",\n \"bool: True if valid, else False. \\\"\\\"\\\" if route in\",\n \"up: Put Flask app in test mode.\\\"\\\"\\\" app = create_app()\",\n \"\\\"\\\"\\\"Test routes.\\\"\\\"\\\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self):\",\n \"route (str): Route url pattern. Returns: bool: True if valid,\",\n \"import create_app class TestRoutes(unittest.TestCase): \\\"\\\"\\\"Test routes.\\\"\\\"\\\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns\",\n \"unittest from copy import copy from webui.app import create_app class\",\n \"#!/usr/bin/env python3 # -*- coding: utf-8 -*- \\\"\\\"\\\"Unit tests.\\\"\\\"\\\" import\",\n \"test mode.\\\"\\\"\\\" app = create_app() self.initial_app = copy(app) app.testing =\",\n \"self.app.get(route) if __name__ == '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR\",\n \"no runtime errors..\\\"\\\"\\\" routes = [route.rule for route in self.initial_app.url_map.iter_rules()\",\n \"import copy from webui.app import create_app class TestRoutes(unittest.TestCase): \\\"\\\"\\\"Test routes.\\\"\\\"\\\"\",\n \"copy import copy from webui.app import create_app class TestRoutes(unittest.TestCase): \\\"\\\"\\\"Test\",\n \"Returns: bool: True if valid, else False. \\\"\\\"\\\" if route\",\n \"copy(app) app.testing = True self.app = app.test_client() @staticmethod def valid_route(route):\",\n \"True self.app = app.test_client() @staticmethod def valid_route(route): \\\"\\\"\\\"Validate route. Args:\",\n \"test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/' doctest_unittest_runner(test_dir=TEST_DIR, relative_path_to_root='../',\",\n \"ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self): \\\"\\\"\\\"Set up:\",\n \"for route in routes: self.app.get(route) if __name__ == '__main__': from\",\n \"# -*- coding: utf-8 -*- \\\"\\\"\\\"Unit tests.\\\"\\\"\\\" import os import\",\n \"TestRoutes(unittest.TestCase): \\\"\\\"\\\"Test routes.\\\"\\\"\\\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',) def\",\n \"from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/' doctest_unittest_runner(test_dir=TEST_DIR,\",\n \"test_routes(self): \\\"\\\"\\\"Smoke test routes to ensure no runtime errors..\\\"\\\"\\\" routes\",\n \"in TestRoutes.ignore_routes \\\\ or route.endswith(TestRoutes.ignore_end_patterns): return False return True def\",\n \"False. \\\"\\\"\\\" if route in TestRoutes.ignore_routes \\\\ or route.endswith(TestRoutes.ignore_end_patterns): return\",\n \"def test_routes(self): \\\"\\\"\\\"Smoke test routes to ensure no runtime errors..\\\"\\\"\\\"\",\n \"('>',) def setUp(self): \\\"\\\"\\\"Set up: Put Flask app in test\",\n \"url pattern. Returns: bool: True if valid, else False. \\\"\\\"\\\"\",\n \"Put Flask app in test mode.\\\"\\\"\\\" app = create_app() self.initial_app\",\n \"= ('>',) def setUp(self): \\\"\\\"\\\"Set up: Put Flask app in\",\n \"Route url pattern. Returns: bool: True if valid, else False.\",\n \"True def test_routes(self): \\\"\\\"\\\"Smoke test routes to ensure no runtime\",\n \"tests.\\\"\\\"\\\" import os import unittest from copy import copy from\",\n \"if route in TestRoutes.ignore_routes \\\\ or route.endswith(TestRoutes.ignore_end_patterns): return False return\",\n \"route in TestRoutes.ignore_routes \\\\ or route.endswith(TestRoutes.ignore_end_patterns): return False return True\",\n \"route.endswith(TestRoutes.ignore_end_patterns): return False return True def test_routes(self): \\\"\\\"\\\"Smoke test routes\",\n \"self.initial_app = copy(app) app.testing = True self.app = app.test_client() @staticmethod\",\n \"route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in routes: self.app.get(route)\",\n \"valid_route(route): \\\"\\\"\\\"Validate route. Args: route (str): Route url pattern. Returns:\",\n \"TestRoutes.ignore_routes \\\\ or route.endswith(TestRoutes.ignore_end_patterns): return False return True def test_routes(self):\",\n \"routes to ensure no runtime errors..\\\"\\\"\\\" routes = [route.rule for\",\n \"to ensure no runtime errors..\\\"\\\"\\\" routes = [route.rule for route\",\n \"python3 # -*- coding: utf-8 -*- \\\"\\\"\\\"Unit tests.\\\"\\\"\\\" import os\",\n \"test routes to ensure no runtime errors..\\\"\\\"\\\" routes = [route.rule\",\n \"import unittest from copy import copy from webui.app import create_app\",\n \"(str): Route url pattern. Returns: bool: True if valid, else\",\n \"errors..\\\"\\\"\\\" routes = [route.rule for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)]\",\n \"import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/' doctest_unittest_runner(test_dir=TEST_DIR, relative_path_to_root='../', package_names=['webui',\",\n \"in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in routes: self.app.get(route) if\",\n \"== '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) +\",\n \"if __name__ == '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR =\",\n \"def setUp(self): \\\"\\\"\\\"Set up: Put Flask app in test mode.\\\"\\\"\\\"\",\n \"os import unittest from copy import copy from webui.app import\",\n \"True if valid, else False. \\\"\\\"\\\" if route in TestRoutes.ignore_routes\",\n \"create_app class TestRoutes(unittest.TestCase): \\\"\\\"\\\"Test routes.\\\"\\\"\\\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns =\",\n \"or route.endswith(TestRoutes.ignore_end_patterns): return False return True def test_routes(self): \\\"\\\"\\\"Smoke test\",\n \"ignore_end_patterns = ('>',) def setUp(self): \\\"\\\"\\\"Set up: Put Flask app\",\n \"self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in routes: self.app.get(route) if __name__\",\n \"-*- \\\"\\\"\\\"Unit tests.\\\"\\\"\\\" import os import unittest from copy import\",\n \"app.testing = True self.app = app.test_client() @staticmethod def valid_route(route): \\\"\\\"\\\"Validate\",\n \"self.app = app.test_client() @staticmethod def valid_route(route): \\\"\\\"\\\"Validate route. Args: route\",\n \"route. Args: route (str): Route url pattern. Returns: bool: True\",\n \"\\\"\\\"\\\"Set up: Put Flask app in test mode.\\\"\\\"\\\" app =\",\n \"from copy import copy from webui.app import create_app class TestRoutes(unittest.TestCase):\",\n \"valid, else False. \\\"\\\"\\\" if route in TestRoutes.ignore_routes \\\\ or\",\n \"\\\"\\\"\\\"Validate route. Args: route (str): Route url pattern. Returns: bool:\",\n \"\\\"\\\"\\\"Unit tests.\\\"\\\"\\\" import os import unittest from copy import copy\",\n \"('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self): \\\"\\\"\\\"Set up: Put Flask\",\n \"from webui.app import create_app class TestRoutes(unittest.TestCase): \\\"\\\"\\\"Test routes.\\\"\\\"\\\" ignore_routes =\",\n \"route in routes: self.app.get(route) if __name__ == '__main__': from test.utils.doctest_unittest_runner\",\n \"Args: route (str): Route url pattern. Returns: bool: True if\",\n \"= [route.rule for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route\",\n \"routes: self.app.get(route) if __name__ == '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner\",\n \"create_app() self.initial_app = copy(app) app.testing = True self.app = app.test_client()\",\n \"= ('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self): \\\"\\\"\\\"Set up: Put\",\n \"[route.rule for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in\",\n \"return True def test_routes(self): \\\"\\\"\\\"Smoke test routes to ensure no\",\n \"in test mode.\\\"\\\"\\\" app = create_app() self.initial_app = copy(app) app.testing\",\n \"= app.test_client() @staticmethod def valid_route(route): \\\"\\\"\\\"Validate route. Args: route (str):\",\n \"if valid, else False. \\\"\\\"\\\" if route in TestRoutes.ignore_routes \\\\\",\n \"__name__ == '__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__))\",\n \"= True self.app = app.test_client() @staticmethod def valid_route(route): \\\"\\\"\\\"Validate route.\",\n \"in routes: self.app.get(route) if __name__ == '__main__': from test.utils.doctest_unittest_runner import\",\n \"app.test_client() @staticmethod def valid_route(route): \\\"\\\"\\\"Validate route. Args: route (str): Route\",\n \"else False. \\\"\\\"\\\" if route in TestRoutes.ignore_routes \\\\ or route.endswith(TestRoutes.ignore_end_patterns):\",\n \"= copy(app) app.testing = True self.app = app.test_client() @staticmethod def\",\n \"setUp(self): \\\"\\\"\\\"Set up: Put Flask app in test mode.\\\"\\\"\\\" app\",\n \"copy from webui.app import create_app class TestRoutes(unittest.TestCase): \\\"\\\"\\\"Test routes.\\\"\\\"\\\" ignore_routes\",\n \"app = create_app() self.initial_app = copy(app) app.testing = True self.app\",\n \"'__main__': from test.utils.doctest_unittest_runner import doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/'\",\n \"\\\\ or route.endswith(TestRoutes.ignore_end_patterns): return False return True def test_routes(self): \\\"\\\"\\\"Smoke\",\n \"return False return True def test_routes(self): \\\"\\\"\\\"Smoke test routes to\",\n \"= create_app() self.initial_app = copy(app) app.testing = True self.app =\",\n \"\\\"\\\"\\\" if route in TestRoutes.ignore_routes \\\\ or route.endswith(TestRoutes.ignore_end_patterns): return False\",\n \"routes.\\\"\\\"\\\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',) def setUp(self): \\\"\\\"\\\"Set\",\n \"webui.app import create_app class TestRoutes(unittest.TestCase): \\\"\\\"\\\"Test routes.\\\"\\\"\\\" ignore_routes = ('/static/<path:filename>',)\",\n \"app in test mode.\\\"\\\"\\\" app = create_app() self.initial_app = copy(app)\",\n \"import os import unittest from copy import copy from webui.app\",\n \"coding: utf-8 -*- \\\"\\\"\\\"Unit tests.\\\"\\\"\\\" import os import unittest from\",\n \"mode.\\\"\\\"\\\" app = create_app() self.initial_app = copy(app) app.testing = True\",\n \"@staticmethod def valid_route(route): \\\"\\\"\\\"Validate route. Args: route (str): Route url\",\n \"utf-8 -*- \\\"\\\"\\\"Unit tests.\\\"\\\"\\\" import os import unittest from copy\",\n \"doctest_unittest_runner TEST_DIR = os.path.dirname(os.path.realpath(__file__)) + '/' doctest_unittest_runner(test_dir=TEST_DIR, relative_path_to_root='../', package_names=['webui', 'test'])\",\n \"runtime errors..\\\"\\\"\\\" routes = [route.rule for route in self.initial_app.url_map.iter_rules() if\",\n \"routes = [route.rule for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for\",\n \"def valid_route(route): \\\"\\\"\\\"Validate route. Args: route (str): Route url pattern.\",\n \"self.valid_route(route.rule)] for route in routes: self.app.get(route) if __name__ == '__main__':\",\n \"Flask app in test mode.\\\"\\\"\\\" app = create_app() self.initial_app =\",\n \"if self.valid_route(route.rule)] for route in routes: self.app.get(route) if __name__ ==\",\n \"-*- coding: utf-8 -*- \\\"\\\"\\\"Unit tests.\\\"\\\"\\\" import os import unittest\",\n \"ensure no runtime errors..\\\"\\\"\\\" routes = [route.rule for route in\",\n \"for route in self.initial_app.url_map.iter_rules() if self.valid_route(route.rule)] for route in routes:\",\n \"False return True def test_routes(self): \\\"\\\"\\\"Smoke test routes to ensure\",\n \"pattern. Returns: bool: True if valid, else False. \\\"\\\"\\\" if\"\n]","isConversational":false}}},{"rowIdx":1697,"cells":{"ngram":{"kind":"list like","value":["currentDirectories = line.split(os.sep) if directory in currentDirectories: found = True","format on 'f' file.\"\"\" return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self):","'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots',","clangFormatConfigFile = self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile","True break if not skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME)","2.0 (the \"License\"); # you may not use this file","shouldContinue = False for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME +","path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)):","subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \"\"\"Test ClangFormat is correctly installed.\"\"\"","found: continue for directory in skippedDirectories: currentDirectories = line.split(os.sep) if","open(source, encoding='utf8') as file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()):","with open(source, encoding='utf8') as file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(),","msg=clangFormatConfigFile + ' not found.' ) def test_sources_are_clang_format_compliant(self): \"\"\"Test that","for line in file: line = line.strip() extension = os.path.splitext(line)[1][1:].lower()","\"\"\"Set up called before each test.\"\"\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def","if line.startswith(directory): found = True break if not found: continue","of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless","python # Copyright 1996-2021 Cyberbotics Ltd. # # Licensed under","up called before each test.\"\"\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self,","rootPath, dirNames, fileNames in os.walk(path): shouldContinue = False for path","\"\"\"Test that sources are ClangFormat compliant.\"\"\" directories = [ 'include/controller',","os.path.splitext(line)[1][1:].lower() if extension not in extensions: continue found = False","code is compliant with ClangFormat.\"\"\" import unittest import difflib import","shouldContinue: continue for fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if","break if shouldContinue: continue for fileName in fileNames: extension =","fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension not in","'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ]","sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources: diff","+ os.sep + directory.replace('/', os.sep) for rootPath, dirNames, fileNames in","\"\"\"Test ClangFormat is correctly installed.\"\"\" self.assertTrue( find_executable('clang-format') is not None,","ClangFormat.\"\"\" import unittest import difflib import os import subprocess from","] extensions = ['c', 'h', 'cpp', 'hpp', 'cc', 'hh', 'c++',","continue sources.append(line.replace('/', os.sep)) else: for directory in directories: path =","directories = [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c',","Cyberbotics Ltd. # # Licensed under the Apache License, Version","file: for line in file: line = line.strip() extension =","use this file except in compliance with the License. #","False for directory in directories: if line.startswith(directory): found = True","problem in %s' % source) self.assertTrue( len(diff) == 0, msg='Source","os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.'","if os.path.isfile(modified_files): with open(modified_files, 'r') as file: for line in","] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build',","for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/',","the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required","License. # You may obtain a copy of the License","import unittest import difflib import os import subprocess from io","os.sep))) == path: skipFile = True break if not skipFile:","line in file: line = line.strip() extension = os.path.splitext(line)[1][1:].lower() if","under the License is distributed on an \"AS IS\" BASIS,","License for the specific language governing permissions and # limitations","distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \"\"\"Unit test for ClangFormat compliance.\"\"\"","'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external'","not compliant with ClangFormat:\\n\\nDIFF:%s' % (source, diff) ) os.chdir(curdir) if","permissions and # limitations under the License. \"\"\"Test that the","= False for directory in skippedPaths + skippedFiles: if line.startswith(directory):","for directory in skippedPaths + skippedFiles: if line.startswith(directory): found =","if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)): shouldContinue = True","% source) self.assertTrue( len(diff) == 0, msg='Source file \"%s\" is","+ '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.' )","skipFile = False for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME +","in compliance with the License. # You may obtain a","software # distributed under the License is distributed on an","'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources = []","os.walk(path): shouldContinue = False for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME","clang format on 'f' file.\"\"\" return subprocess.check_output(['clang-format', '-style=file', f]) def","'r') as file: for line in file: line = line.strip()","found = False for directory in skippedPaths + skippedFiles: if","is not compliant with ClangFormat:\\n\\nDIFF:%s' % (source, diff) ) os.chdir(curdir)","in currentDirectories: shouldContinue = True break if shouldContinue: continue for","installed on this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME + os.sep","'sources', 'modified_files.txt') sources = [] if os.path.isfile(modified_files): with open(modified_files, 'r')","difflib import os import subprocess from io import open from","continue found = False for directory in directories: if line.startswith(directory):","except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in %s' % source)","if shouldContinue: continue for fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower()","directory in skippedDirectories: currentDirectories = line.split(os.sep) if directory in currentDirectories:","shader source code is compliant with ClangFormat.\"\"\" import unittest import","_runClangFormat(self, f): \"\"\"Run clang format on 'f' file.\"\"\" return subprocess.check_output(['clang-format',","0, msg='Source file \"%s\" is not compliant with ClangFormat:\\n\\nDIFF:%s' %","if not found: continue found = False for directory in","= [] if os.path.isfile(modified_files): with open(modified_files, 'r') as file: for","test_clang_format_is_correctly_installed(self): \"\"\"Test ClangFormat is correctly installed.\"\"\" self.assertTrue( find_executable('clang-format') is not","line = line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension not in","OF ANY KIND, either express or implied. # See the","WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.","ANY KIND, either express or implied. # See the License","See the License for the specific language governing permissions and","f): \"\"\"Run clang format on 'f' file.\"\"\" return subprocess.check_output(['clang-format', '-style=file',","the License. # You may obtain a copy of the","at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable","for the specific language governing permissions and # limitations under","directory.replace('/', os.sep) for rootPath, dirNames, fileNames in os.walk(path): shouldContinue =","extension = os.path.splitext(fileName)[1][1:].lower() if extension not in extensions: continue path","to in writing, software # distributed under the License is","currentDirectories: found = True if found: continue sources.append(line.replace('/', os.sep)) else:","try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line +","# See the License for the specific language governing permissions","= [ 'build', 'python', 'java' ] extensions = ['c', 'h',","limitations under the License. \"\"\"Test that the C, C++ and","or agreed to in writing, software # distributed under the","os.path.isfile(modified_files): with open(modified_files, 'r') as file: for line in file:","required by applicable law or agreed to in writing, software","'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren'","found = True break if not found: continue found =","compliant.\"\"\" directories = [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren',","in skippedPaths + skippedFiles: if line.startswith(directory): found = True break","BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either","with the License. # You may obtain a copy of","decode problem in %s' % source) self.assertTrue( len(diff) == 0,","extensions: continue found = False for directory in directories: if","subprocess from io import open from distutils.spawn import find_executable class","line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension not in extensions: continue","= True break if not found: continue found = False","[ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo',","= self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile +","compliance with the License. # You may obtain a copy","def _runClangFormat(self, f): \"\"\"Run clang format on 'f' file.\"\"\" return","agreed to in writing, software # distributed under the License","os.sep + directory.replace('/', os.sep) for rootPath, dirNames, fileNames in os.walk(path):","+ os.sep + file.replace('/', os.sep))) == path: skipFile = True","distributed under the License is distributed on an \"AS IS\"","def test_sources_are_clang_format_compliant(self): \"\"\"Test that sources are ClangFormat compliant.\"\"\" directories =","in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line + '\\n' except UnicodeDecodeError:","'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba',","'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src',","% (source, diff) ) os.chdir(curdir) if __name__ == '__main__': unittest.main()","not skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source in","express or implied. # See the License for the specific","except in compliance with the License. # You may obtain","file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line","rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)): shouldContinue = True break","in file: line = line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension","Licensed under the Apache License, Version 2.0 (the \"License\"); #","'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include',","not use this file except in compliance with the License.","+ path.replace('/', os.sep)): shouldContinue = True break for directory in","import find_executable class TestClangFormat(unittest.TestCase): \"\"\"Unit test for ClangFormat compliance.\"\"\" def","not None, msg='ClangFormat is not installed on this computer.' )","writing, software # distributed under the License is distributed on","currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories: shouldContinue =","for fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension not","Copyright 1996-2021 Cyberbotics Ltd. # # Licensed under the Apache","UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in %s' % source) self.assertTrue(","you may not use this file except in compliance with","# Licensed under the Apache License, Version 2.0 (the \"License\");","compliance.\"\"\" def setUp(self): \"\"\"Set up called before each test.\"\"\" self.WEBOTS_HOME","skippedDirectories = [ 'build', 'python', 'java' ] extensions = ['c',","with ClangFormat.\"\"\" import unittest import difflib import os import subprocess","'h', 'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++', 'vert', 'frag'] modified_files","if extension not in extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName))","CONDITIONS OF ANY KIND, either express or implied. # See","found: continue sources.append(line.replace('/', os.sep)) else: for directory in directories: path","test_sources_are_clang_format_compliant(self): \"\"\"Test that sources are ClangFormat compliant.\"\"\" directories = [","os.sep)) else: for directory in directories: path = self.WEBOTS_HOME +","False for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep +","is distributed on an \"AS IS\" BASIS, # WITHOUT WARRANTIES","class TestClangFormat(unittest.TestCase): \"\"\"Unit test for ClangFormat compliance.\"\"\" def setUp(self): \"\"\"Set","= [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp',","test for ClangFormat compliance.\"\"\" def setUp(self): \"\"\"Set up called before","os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources: diff = '' with","is not installed on this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME","skippedFiles: if line.startswith(directory): found = True break if found: continue","not found: continue found = False for directory in skippedPaths","self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.' ) def test_sources_are_clang_format_compliant(self):","in extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False","in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension not in extensions:","= True if found: continue sources.append(line.replace('/', os.sep)) else: for directory","io import open from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \"\"\"Unit","def setUp(self): \"\"\"Set up called before each test.\"\"\" self.WEBOTS_HOME =","os.chdir(self.WEBOTS_HOME) for source in sources: diff = '' with open(source,","= os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources: diff = ''","OR CONDITIONS OF ANY KIND, either express or implied. #","'').split(os.sep) if directory in currentDirectories: shouldContinue = True break if","directory in currentDirectories: shouldContinue = True break if shouldContinue: continue","C++ and shader source code is compliant with ClangFormat.\"\"\" import","the License is distributed on an \"AS IS\" BASIS, #","'java' ] extensions = ['c', 'h', 'cpp', 'hpp', 'cc', 'hh',","path.replace('/', os.sep)): shouldContinue = True break for directory in skippedDirectories:","encoding='utf8') as file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff","'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build', 'python', 'java' ] extensions","'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources","open from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \"\"\"Unit test for","= [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis',","[] if os.path.isfile(modified_files): with open(modified_files, 'r') as file: for line","fileName)) skipFile = False for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME","and shader source code is compliant with ClangFormat.\"\"\" import unittest","skipFile = True break if not skipFile: sources.append(path) curdir =","directory in directories: if line.startswith(directory): found = True break if","extensions = ['c', 'h', 'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++',","file.read().splitlines()): diff += line + '\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8","file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep)))","os.sep) for rootPath, dirNames, fileNames in os.walk(path): shouldContinue = False","1996-2021 Cyberbotics Ltd. # # Licensed under the Apache License,","modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources = [] if","governing permissions and # limitations under the License. \"\"\"Test that","extension = os.path.splitext(line)[1][1:].lower() if extension not in extensions: continue found","as file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff +=","fileNames in os.walk(path): shouldContinue = False for path in skippedPaths:","os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \"\"\"Run clang format on 'f' file.\"\"\"","skippedPaths + skippedFiles: if line.startswith(directory): found = True break if","with ClangFormat:\\n\\nDIFF:%s' % (source, diff) ) os.chdir(curdir) if __name__ ==","law or agreed to in writing, software # distributed under","each test.\"\"\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \"\"\"Run clang","not installed on this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME +","'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [","not in extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile =","'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths","== path: skipFile = True break if not skipFile: sources.append(path)","= '' with open(source, encoding='utf8') as file: try: for line","msg='utf-8 decode problem in %s' % source) self.assertTrue( len(diff) ==","\"%s\" is not compliant with ClangFormat:\\n\\nDIFF:%s' % (source, diff) )","C, C++ and shader source code is compliant with ClangFormat.\"\"\"","test.\"\"\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \"\"\"Run clang format","self.assertTrue( len(diff) == 0, msg='Source file \"%s\" is not compliant","True break if shouldContinue: continue for fileName in fileNames: extension","'tests', 'sources', 'modified_files.txt') sources = [] if os.path.isfile(modified_files): with open(modified_files,","line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line + '\\n' except","= self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep) for rootPath, dirNames,","fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension not in extensions: continue","ClangFormat compliant.\"\"\" directories = [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests',","extension not in extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile","if found: continue for directory in skippedDirectories: currentDirectories = line.split(os.sep)","continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for file","+ skippedFiles: if line.startswith(directory): found = True break if found:","['c', 'h', 'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++', 'vert', 'frag']","may obtain a copy of the License at # #","line.startswith(directory): found = True break if found: continue for directory","skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories: shouldContinue","= os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for file in skippedFiles:","= os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \"\"\"Run clang format on 'f'","+ os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not","skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip',","+ os.sep + path.replace('/', os.sep)): shouldContinue = True break for",") clangFormatConfigFile = self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile),","IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,","line.startswith(directory): found = True break if not found: continue found","is not None, msg='ClangFormat is not installed on this computer.'","'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include',","may not use this file except in compliance with the","= True break if found: continue for directory in skippedDirectories:","skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build', 'python',","found = True break if found: continue for directory in","WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or","os.sep + file.replace('/', os.sep))) == path: skipFile = True break","this file except in compliance with the License. # You","= os.path.splitext(line)[1][1:].lower() if extension not in extensions: continue found =","= line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension not in extensions:","found = False for directory in directories: if line.startswith(directory): found","diff += line + '\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode","# # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law","# # Licensed under the Apache License, Version 2.0 (the","file except in compliance with the License. # You may","on an \"AS IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS","sources = [] if os.path.isfile(modified_files): with open(modified_files, 'r') as file:","line.split(os.sep) if directory in currentDirectories: found = True if found:","for source in sources: diff = '' with open(source, encoding='utf8')","called before each test.\"\"\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f):","import difflib import os import subprocess from io import open","# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express","sources are ClangFormat compliant.\"\"\" directories = [ 'include/controller', 'projects', 'resources/projects',","in extensions: continue found = False for directory in directories:","in directories: path = self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep)","os import subprocess from io import open from distutils.spawn import","os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.' ) def test_sources_are_clang_format_compliant(self): \"\"\"Test","True if found: continue sources.append(line.replace('/', os.sep)) else: for directory in","is compliant with ClangFormat.\"\"\" import unittest import difflib import os","skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)): shouldContinue =","def test_clang_format_is_correctly_installed(self): \"\"\"Test ClangFormat is correctly installed.\"\"\" self.assertTrue( find_executable('clang-format') is","True break if found: continue for directory in skippedDirectories: currentDirectories","source in sources: diff = '' with open(source, encoding='utf8') as","Ltd. # # Licensed under the Apache License, Version 2.0","open(modified_files, 'r') as file: for line in file: line =","= True break if not skipFile: sources.append(path) curdir = os.getcwd()","'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [","ClangFormat is correctly installed.\"\"\" self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat","'f' file.\"\"\" return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \"\"\"Test ClangFormat","http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed","'c++', 'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt')","if directory in currentDirectories: shouldContinue = True break if shouldContinue:","self.assertTrue(False, msg='utf-8 decode problem in %s' % source) self.assertTrue( len(diff)","os.path.splitext(fileName)[1][1:].lower() if extension not in extensions: continue path = os.path.normpath(os.path.join(rootPath,","that sources are ClangFormat compliant.\"\"\" directories = [ 'include/controller', 'projects',","sources.append(line.replace('/', os.sep)) else: for directory in directories: path = self.WEBOTS_HOME","False for directory in skippedPaths + skippedFiles: if line.startswith(directory): found","or implied. # See the License for the specific language","KIND, either express or implied. # See the License for","specific language governing permissions and # limitations under the License.","= False for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep","source) self.assertTrue( len(diff) == 0, msg='Source file \"%s\" is not","License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by","os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep))) == path: skipFile =","extension not in extensions: continue found = False for directory","'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h'","break if not skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for","'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths = [","# Copyright 1996-2021 Cyberbotics Ltd. # # Licensed under the","(the \"License\"); # you may not use this file except","# you may not use this file except in compliance","under the License. \"\"\"Test that the C, C++ and shader","directories: path = self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep) for","correctly installed.\"\"\" self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat is not","import open from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \"\"\"Unit test","'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories =","'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources =","'.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.' ) def","None, msg='ClangFormat is not installed on this computer.' ) clangFormatConfigFile","# # Unless required by applicable law or agreed to","\"\"\"Test that the C, C++ and shader source code is","msg='Source file \"%s\" is not compliant with ClangFormat:\\n\\nDIFF:%s' % (source,","currentDirectories: shouldContinue = True break if shouldContinue: continue for fileName","if not skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source","obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0","path = self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep) for rootPath,","Version 2.0 (the \"License\"); # you may not use this","+= line + '\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem","'src/webots', 'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel',","break for directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if","'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths =","= rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories: shouldContinue = True","directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in","sources: diff = '' with open(source, encoding='utf8') as file: try:","implied. # See the License for the specific language governing","compliant with ClangFormat.\"\"\" import unittest import difflib import os import","= os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources = [] if os.path.isfile(modified_files):","file \"%s\" is not compliant with ClangFormat:\\n\\nDIFF:%s' % (source, diff)","under the Apache License, Version 2.0 (the \"License\"); # you","line + '\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in","in directories: if line.startswith(directory): found = True break if not","= os.path.splitext(fileName)[1][1:].lower() if extension not in extensions: continue path =","find_executable('clang-format') is not None, msg='ClangFormat is not installed on this","import subprocess from io import open from distutils.spawn import find_executable","in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories:","by applicable law or agreed to in writing, software #","+ ' not found.' ) def test_sources_are_clang_format_compliant(self): \"\"\"Test that sources","'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories","in sources: diff = '' with open(source, encoding='utf8') as file:","\"\"\"Run clang format on 'f' file.\"\"\" return subprocess.check_output(['clang-format', '-style=file', f])","[ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build', 'python', 'java' ]","'\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in %s' %","'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ]","import os import subprocess from io import open from distutils.spawn","break if found: continue for directory in skippedDirectories: currentDirectories =","return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \"\"\"Test ClangFormat is correctly","is correctly installed.\"\"\" self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat is","'cc', 'hh', 'c++', 'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests',","in os.walk(path): shouldContinue = False for path in skippedPaths: if","language governing permissions and # limitations under the License. \"\"\"Test","file.replace('/', os.sep))) == path: skipFile = True break if not","shouldContinue = True break for directory in skippedDirectories: currentDirectories =","os.sep)): shouldContinue = True break for directory in skippedDirectories: currentDirectories","an \"AS IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF","directory in directories: path = self.WEBOTS_HOME + os.sep + directory.replace('/',","if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep))) == path: skipFile","Unless required by applicable law or agreed to in writing,","path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for file in","for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line + '\\n'","difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line + '\\n' except UnicodeDecodeError: self.assertTrue(False,","extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for","= ['c', 'h', 'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++', 'vert',","in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)): shouldContinue","the specific language governing permissions and # limitations under the","on 'f' file.\"\"\" return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \"\"\"Test","'hh', 'c++', 'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources',","= False for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep","applicable law or agreed to in writing, software # distributed","skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources:","directory in currentDirectories: found = True if found: continue sources.append(line.replace('/',","on this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME + os.sep +","= [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build', 'python', 'java'","curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources: diff =","compliant with ClangFormat:\\n\\nDIFF:%s' % (source, diff) ) os.chdir(curdir) if __name__","in writing, software # distributed under the License is distributed","not found.' ) def test_sources_are_clang_format_compliant(self): \"\"\"Test that sources are ClangFormat","if directory in currentDirectories: found = True if found: continue","\"\"\"Unit test for ClangFormat compliance.\"\"\" def setUp(self): \"\"\"Set up called","'hpp', 'cc', 'hh', 'c++', 'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME,","ClangFormat compliance.\"\"\" def setUp(self): \"\"\"Set up called before each test.\"\"\"","self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep) for rootPath, dirNames, fileNames","+ '\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in %s'","unittest import difflib import os import subprocess from io import","file: line = line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension not","'python', 'java' ] extensions = ['c', 'h', 'cpp', 'hpp', 'cc',","continue found = False for directory in skippedPaths + skippedFiles:","as file: for line in file: line = line.strip() extension","%s' % source) self.assertTrue( len(diff) == 0, msg='Source file \"%s\"","'-style=file', f]) def test_clang_format_is_correctly_installed(self): \"\"\"Test ClangFormat is correctly installed.\"\"\" self.assertTrue(","skippedDirectories: currentDirectories = line.split(os.sep) if directory in currentDirectories: found =","True break for directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep)","skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep))) == path:","== 0, msg='Source file \"%s\" is not compliant with ClangFormat:\\n\\nDIFF:%s'","found = True if found: continue sources.append(line.replace('/', os.sep)) else: for","License is distributed on an \"AS IS\" BASIS, # WITHOUT","if found: continue sources.append(line.replace('/', os.sep)) else: for directory in directories:","diff = '' with open(source, encoding='utf8') as file: try: for","] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh',","License, Version 2.0 (the \"License\"); # you may not use","in skippedDirectories: currentDirectories = line.split(os.sep) if directory in currentDirectories: found","# You may obtain a copy of the License at","found: continue found = False for directory in skippedPaths +","[ 'build', 'python', 'java' ] extensions = ['c', 'h', 'cpp',","#!/usr/bin/env python # Copyright 1996-2021 Cyberbotics Ltd. # # Licensed","directories: if line.startswith(directory): found = True break if not found:","file.\"\"\" return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \"\"\"Test ClangFormat is","for directory in skippedDirectories: currentDirectories = line.split(os.sep) if directory in","that the C, C++ and shader source code is compliant","copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # #","] skippedDirectories = [ 'build', 'python', 'java' ] extensions =","shouldContinue = True break if shouldContinue: continue for fileName in","this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME + os.sep + '.clang-format'","else: for directory in directories: path = self.WEBOTS_HOME + os.sep","from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \"\"\"Unit test for ClangFormat","+ directory.replace('/', os.sep) for rootPath, dirNames, fileNames in os.walk(path): shouldContinue",") def test_sources_are_clang_format_compliant(self): \"\"\"Test that sources are ClangFormat compliant.\"\"\" directories","from io import open from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase):","are ClangFormat compliant.\"\"\" directories = [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders',","the License for the specific language governing permissions and #","'' with open(source, encoding='utf8') as file: try: for line in","Apache License, Version 2.0 (the \"License\"); # you may not","# limitations under the License. \"\"\"Test that the C, C++","[ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign',","either express or implied. # See the License for the","msg='ClangFormat is not installed on this computer.' ) clangFormatConfigFile =","if extension not in extensions: continue found = False for","# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or","break if not found: continue found = False for directory","' not found.' ) def test_sources_are_clang_format_compliant(self): \"\"\"Test that sources are","if line.startswith(directory): found = True break if found: continue for","found.' ) def test_sources_are_clang_format_compliant(self): \"\"\"Test that sources are ClangFormat compliant.\"\"\"","os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources = [] if os.path.isfile(modified_files): with","= False for directory in directories: if line.startswith(directory): found =","in %s' % source) self.assertTrue( len(diff) == 0, msg='Source file","for directory in directories: path = self.WEBOTS_HOME + os.sep +","continue for directory in skippedDirectories: currentDirectories = line.split(os.sep) if directory","= True break if shouldContinue: continue for fileName in fileNames:","source code is compliant with ClangFormat.\"\"\" import unittest import difflib","ClangFormat:\\n\\nDIFF:%s' % (source, diff) ) os.chdir(curdir) if __name__ == '__main__':","before each test.\"\"\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \"\"\"Run","= line.split(os.sep) if directory in currentDirectories: found = True if","a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 #","= True break for directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME,","computer.' ) clangFormatConfigFile = self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue(","f]) def test_clang_format_is_correctly_installed(self): \"\"\"Test ClangFormat is correctly installed.\"\"\" self.assertTrue( find_executable('clang-format')","'modified_files.txt') sources = [] if os.path.isfile(modified_files): with open(modified_files, 'r') as","self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat is not installed on","find_executable class TestClangFormat(unittest.TestCase): \"\"\"Unit test for ClangFormat compliance.\"\"\" def setUp(self):","os.sep + path.replace('/', os.sep)): shouldContinue = True break for directory","'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++', 'vert', 'frag'] modified_files =","\"License\"); # you may not use this file except in","for directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory","and # limitations under the License. \"\"\"Test that the C,","distributed on an \"AS IS\" BASIS, # WITHOUT WARRANTIES OR","'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ]","os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for file in skippedFiles: if","+ file.replace('/', os.sep))) == path: skipFile = True break if","for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/',","self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \"\"\"Run clang format on","the C, C++ and shader source code is compliant with","'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles","# distributed under the License is distributed on an \"AS","False for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep +","'build', 'python', 'java' ] extensions = ['c', 'h', 'cpp', 'hpp',","# Unless required by applicable law or agreed to in","dirNames, fileNames in os.walk(path): shouldContinue = False for path in","for directory in directories: if line.startswith(directory): found = True break","the License. \"\"\"Test that the C, C++ and shader source","True break if not found: continue found = False for","TestClangFormat(unittest.TestCase): \"\"\"Unit test for ClangFormat compliance.\"\"\" def setUp(self): \"\"\"Set up","\"AS IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY","in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep))) ==","self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + '","for ClangFormat compliance.\"\"\" def setUp(self): \"\"\"Set up called before each","len(diff) == 0, msg='Source file \"%s\" is not compliant with","You may obtain a copy of the License at #","'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer',","rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories: shouldContinue = True break","for rootPath, dirNames, fileNames in os.walk(path): shouldContinue = False for","not in extensions: continue found = False for directory in","path: skipFile = True break if not skipFile: sources.append(path) curdir","with open(modified_files, 'r') as file: for line in file: line","setUp(self): \"\"\"Set up called before each test.\"\"\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME']","'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles =","the Apache License, Version 2.0 (the \"License\"); # you may","License. \"\"\"Test that the C, C++ and shader source code","in currentDirectories: found = True if found: continue sources.append(line.replace('/', os.sep))","continue for fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension","directory in skippedPaths + skippedFiles: if line.startswith(directory): found = True","installed.\"\"\" self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat is not installed"],"string":"[\n \"currentDirectories = line.split(os.sep) if directory in currentDirectories: found = True\",\n \"format on 'f' file.\\\"\\\"\\\" return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self):\",\n \"'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots',\",\n \"clangFormatConfigFile = self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile\",\n \"True break if not skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME)\",\n \"2.0 (the \\\"License\\\"); # you may not use this file\",\n \"shouldContinue = False for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME +\",\n \"path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)):\",\n \"subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \\\"\\\"\\\"Test ClangFormat is correctly installed.\\\"\\\"\\\"\",\n \"found: continue for directory in skippedDirectories: currentDirectories = line.split(os.sep) if\",\n \"open(source, encoding='utf8') as file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()):\",\n \"with open(source, encoding='utf8') as file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(),\",\n \"msg=clangFormatConfigFile + ' not found.' ) def test_sources_are_clang_format_compliant(self): \\\"\\\"\\\"Test that\",\n \"for line in file: line = line.strip() extension = os.path.splitext(line)[1][1:].lower()\",\n \"\\\"\\\"\\\"Set up called before each test.\\\"\\\"\\\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def\",\n \"if line.startswith(directory): found = True break if not found: continue\",\n \"of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless\",\n \"python # Copyright 1996-2021 Cyberbotics Ltd. # # Licensed under\",\n \"up called before each test.\\\"\\\"\\\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self,\",\n \"rootPath, dirNames, fileNames in os.walk(path): shouldContinue = False for path\",\n \"\\\"\\\"\\\"Test that sources are ClangFormat compliant.\\\"\\\"\\\" directories = [ 'include/controller',\",\n \"os.path.splitext(line)[1][1:].lower() if extension not in extensions: continue found = False\",\n \"code is compliant with ClangFormat.\\\"\\\"\\\" import unittest import difflib import\",\n \"shouldContinue: continue for fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if\",\n \"break if shouldContinue: continue for fileName in fileNames: extension =\",\n \"fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension not in\",\n \"'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ]\",\n \"sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources: diff\",\n \"+ os.sep + directory.replace('/', os.sep) for rootPath, dirNames, fileNames in\",\n \"\\\"\\\"\\\"Test ClangFormat is correctly installed.\\\"\\\"\\\" self.assertTrue( find_executable('clang-format') is not None,\",\n \"ClangFormat.\\\"\\\"\\\" import unittest import difflib import os import subprocess from\",\n \"] extensions = ['c', 'h', 'cpp', 'hpp', 'cc', 'hh', 'c++',\",\n \"continue sources.append(line.replace('/', os.sep)) else: for directory in directories: path =\",\n \"directories = [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c',\",\n \"Cyberbotics Ltd. # # Licensed under the Apache License, Version\",\n \"file: for line in file: line = line.strip() extension =\",\n \"use this file except in compliance with the License. #\",\n \"False for directory in directories: if line.startswith(directory): found = True\",\n \"problem in %s' % source) self.assertTrue( len(diff) == 0, msg='Source\",\n \"os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.'\",\n \"if os.path.isfile(modified_files): with open(modified_files, 'r') as file: for line in\",\n \"] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build',\",\n \"for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/',\",\n \"the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required\",\n \"License. # You may obtain a copy of the License\",\n \"import unittest import difflib import os import subprocess from io\",\n \"os.sep))) == path: skipFile = True break if not skipFile:\",\n \"line in file: line = line.strip() extension = os.path.splitext(line)[1][1:].lower() if\",\n \"under the License is distributed on an \\\"AS IS\\\" BASIS,\",\n \"License for the specific language governing permissions and # limitations\",\n \"distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \\\"\\\"\\\"Unit test for ClangFormat compliance.\\\"\\\"\\\"\",\n \"'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external'\",\n \"not compliant with ClangFormat:\\\\n\\\\nDIFF:%s' % (source, diff) ) os.chdir(curdir) if\",\n \"permissions and # limitations under the License. \\\"\\\"\\\"Test that the\",\n \"= False for directory in skippedPaths + skippedFiles: if line.startswith(directory):\",\n \"for directory in skippedPaths + skippedFiles: if line.startswith(directory): found =\",\n \"if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)): shouldContinue = True\",\n \"% source) self.assertTrue( len(diff) == 0, msg='Source file \\\"%s\\\" is\",\n \"+ '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.' )\",\n \"skipFile = False for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME +\",\n \"in compliance with the License. # You may obtain a\",\n \"software # distributed under the License is distributed on an\",\n \"'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources = []\",\n \"os.walk(path): shouldContinue = False for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME\",\n \"clang format on 'f' file.\\\"\\\"\\\" return subprocess.check_output(['clang-format', '-style=file', f]) def\",\n \"'r') as file: for line in file: line = line.strip()\",\n \"found = False for directory in skippedPaths + skippedFiles: if\",\n \"is not compliant with ClangFormat:\\\\n\\\\nDIFF:%s' % (source, diff) ) os.chdir(curdir)\",\n \"in currentDirectories: shouldContinue = True break if shouldContinue: continue for\",\n \"installed on this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME + os.sep\",\n \"'sources', 'modified_files.txt') sources = [] if os.path.isfile(modified_files): with open(modified_files, 'r')\",\n \"difflib import os import subprocess from io import open from\",\n \"continue found = False for directory in directories: if line.startswith(directory):\",\n \"except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in %s' % source)\",\n \"if shouldContinue: continue for fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower()\",\n \"directory in skippedDirectories: currentDirectories = line.split(os.sep) if directory in currentDirectories:\",\n \"shader source code is compliant with ClangFormat.\\\"\\\"\\\" import unittest import\",\n \"_runClangFormat(self, f): \\\"\\\"\\\"Run clang format on 'f' file.\\\"\\\"\\\" return subprocess.check_output(['clang-format',\",\n \"0, msg='Source file \\\"%s\\\" is not compliant with ClangFormat:\\\\n\\\\nDIFF:%s' %\",\n \"if not found: continue found = False for directory in\",\n \"= [] if os.path.isfile(modified_files): with open(modified_files, 'r') as file: for\",\n \"test_clang_format_is_correctly_installed(self): \\\"\\\"\\\"Test ClangFormat is correctly installed.\\\"\\\"\\\" self.assertTrue( find_executable('clang-format') is not\",\n \"line = line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension not in\",\n \"OF ANY KIND, either express or implied. # See the\",\n \"WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\",\n \"ANY KIND, either express or implied. # See the License\",\n \"See the License for the specific language governing permissions and\",\n \"f): \\\"\\\"\\\"Run clang format on 'f' file.\\\"\\\"\\\" return subprocess.check_output(['clang-format', '-style=file',\",\n \"the License. # You may obtain a copy of the\",\n \"at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable\",\n \"for the specific language governing permissions and # limitations under\",\n \"directory.replace('/', os.sep) for rootPath, dirNames, fileNames in os.walk(path): shouldContinue =\",\n \"extension = os.path.splitext(fileName)[1][1:].lower() if extension not in extensions: continue path\",\n \"to in writing, software # distributed under the License is\",\n \"currentDirectories: found = True if found: continue sources.append(line.replace('/', os.sep)) else:\",\n \"try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line +\",\n \"# See the License for the specific language governing permissions\",\n \"= [ 'build', 'python', 'java' ] extensions = ['c', 'h',\",\n \"limitations under the License. \\\"\\\"\\\"Test that the C, C++ and\",\n \"or agreed to in writing, software # distributed under the\",\n \"os.path.isfile(modified_files): with open(modified_files, 'r') as file: for line in file:\",\n \"required by applicable law or agreed to in writing, software\",\n \"'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren'\",\n \"found = True break if not found: continue found =\",\n \"compliant.\\\"\\\"\\\" directories = [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren',\",\n \"in skippedPaths + skippedFiles: if line.startswith(directory): found = True break\",\n \"BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either\",\n \"with the License. # You may obtain a copy of\",\n \"decode problem in %s' % source) self.assertTrue( len(diff) == 0,\",\n \"extensions: continue found = False for directory in directories: if\",\n \"subprocess from io import open from distutils.spawn import find_executable class\",\n \"line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension not in extensions: continue\",\n \"= True break if not found: continue found = False\",\n \"[ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo',\",\n \"= self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile +\",\n \"compliance with the License. # You may obtain a copy\",\n \"def _runClangFormat(self, f): \\\"\\\"\\\"Run clang format on 'f' file.\\\"\\\"\\\" return\",\n \"agreed to in writing, software # distributed under the License\",\n \"os.sep + directory.replace('/', os.sep) for rootPath, dirNames, fileNames in os.walk(path):\",\n \"+ os.sep + file.replace('/', os.sep))) == path: skipFile = True\",\n \"distributed under the License is distributed on an \\\"AS IS\\\"\",\n \"def test_sources_are_clang_format_compliant(self): \\\"\\\"\\\"Test that sources are ClangFormat compliant.\\\"\\\"\\\" directories =\",\n \"in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line + '\\\\n' except UnicodeDecodeError:\",\n \"'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba',\",\n \"'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src',\",\n \"% (source, diff) ) os.chdir(curdir) if __name__ == '__main__': unittest.main()\",\n \"not skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source in\",\n \"express or implied. # See the License for the specific\",\n \"except in compliance with the License. # You may obtain\",\n \"file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line\",\n \"rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)): shouldContinue = True break\",\n \"in file: line = line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension\",\n \"Licensed under the Apache License, Version 2.0 (the \\\"License\\\"); #\",\n \"'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include',\",\n \"not use this file except in compliance with the License.\",\n \"+ path.replace('/', os.sep)): shouldContinue = True break for directory in\",\n \"import find_executable class TestClangFormat(unittest.TestCase): \\\"\\\"\\\"Unit test for ClangFormat compliance.\\\"\\\"\\\" def\",\n \"not None, msg='ClangFormat is not installed on this computer.' )\",\n \"writing, software # distributed under the License is distributed on\",\n \"currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories: shouldContinue =\",\n \"for fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension not\",\n \"Copyright 1996-2021 Cyberbotics Ltd. # # Licensed under the Apache\",\n \"UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in %s' % source) self.assertTrue(\",\n \"you may not use this file except in compliance with\",\n \"# Licensed under the Apache License, Version 2.0 (the \\\"License\\\");\",\n \"compliance.\\\"\\\"\\\" def setUp(self): \\\"\\\"\\\"Set up called before each test.\\\"\\\"\\\" self.WEBOTS_HOME\",\n \"skippedDirectories = [ 'build', 'python', 'java' ] extensions = ['c',\",\n \"with ClangFormat.\\\"\\\"\\\" import unittest import difflib import os import subprocess\",\n \"'h', 'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++', 'vert', 'frag'] modified_files\",\n \"if extension not in extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName))\",\n \"CONDITIONS OF ANY KIND, either express or implied. # See\",\n \"found: continue sources.append(line.replace('/', os.sep)) else: for directory in directories: path\",\n \"test_sources_are_clang_format_compliant(self): \\\"\\\"\\\"Test that sources are ClangFormat compliant.\\\"\\\"\\\" directories = [\",\n \"os.sep)) else: for directory in directories: path = self.WEBOTS_HOME +\",\n \"False for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep +\",\n \"is distributed on an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES\",\n \"class TestClangFormat(unittest.TestCase): \\\"\\\"\\\"Unit test for ClangFormat compliance.\\\"\\\"\\\" def setUp(self): \\\"\\\"\\\"Set\",\n \"= [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp',\",\n \"test for ClangFormat compliance.\\\"\\\"\\\" def setUp(self): \\\"\\\"\\\"Set up called before\",\n \"os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources: diff = '' with\",\n \"is not installed on this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME\",\n \"skippedFiles: if line.startswith(directory): found = True break if found: continue\",\n \"not found: continue found = False for directory in skippedPaths\",\n \"self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.' ) def test_sources_are_clang_format_compliant(self):\",\n \"in extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False\",\n \"in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension not in extensions:\",\n \"= True if found: continue sources.append(line.replace('/', os.sep)) else: for directory\",\n \"io import open from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \\\"\\\"\\\"Unit\",\n \"def setUp(self): \\\"\\\"\\\"Set up called before each test.\\\"\\\"\\\" self.WEBOTS_HOME =\",\n \"os.chdir(self.WEBOTS_HOME) for source in sources: diff = '' with open(source,\",\n \"= os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources: diff = ''\",\n \"OR CONDITIONS OF ANY KIND, either express or implied. #\",\n \"'').split(os.sep) if directory in currentDirectories: shouldContinue = True break if\",\n \"directory in currentDirectories: shouldContinue = True break if shouldContinue: continue\",\n \"C++ and shader source code is compliant with ClangFormat.\\\"\\\"\\\" import\",\n \"the License is distributed on an \\\"AS IS\\\" BASIS, #\",\n \"'java' ] extensions = ['c', 'h', 'cpp', 'hpp', 'cc', 'hh',\",\n \"path.replace('/', os.sep)): shouldContinue = True break for directory in skippedDirectories:\",\n \"encoding='utf8') as file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff\",\n \"'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build', 'python', 'java' ] extensions\",\n \"'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources\",\n \"open from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \\\"\\\"\\\"Unit test for\",\n \"= [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis',\",\n \"[] if os.path.isfile(modified_files): with open(modified_files, 'r') as file: for line\",\n \"fileName)) skipFile = False for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME\",\n \"and shader source code is compliant with ClangFormat.\\\"\\\"\\\" import unittest\",\n \"skipFile = True break if not skipFile: sources.append(path) curdir =\",\n \"directory in directories: if line.startswith(directory): found = True break if\",\n \"extensions = ['c', 'h', 'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++',\",\n \"file.read().splitlines()): diff += line + '\\\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8\",\n \"file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep)))\",\n \"os.sep) for rootPath, dirNames, fileNames in os.walk(path): shouldContinue = False\",\n \"1996-2021 Cyberbotics Ltd. # # Licensed under the Apache License,\",\n \"modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources = [] if\",\n \"governing permissions and # limitations under the License. \\\"\\\"\\\"Test that\",\n \"extension = os.path.splitext(line)[1][1:].lower() if extension not in extensions: continue found\",\n \"as file: try: for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff +=\",\n \"fileNames in os.walk(path): shouldContinue = False for path in skippedPaths:\",\n \"os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \\\"\\\"\\\"Run clang format on 'f' file.\\\"\\\"\\\"\",\n \"skippedPaths + skippedFiles: if line.startswith(directory): found = True break if\",\n \"with ClangFormat:\\\\n\\\\nDIFF:%s' % (source, diff) ) os.chdir(curdir) if __name__ ==\",\n \"law or agreed to in writing, software # distributed under\",\n \"each test.\\\"\\\"\\\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \\\"\\\"\\\"Run clang\",\n \"not installed on this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME +\",\n \"'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [\",\n \"not in extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile =\",\n \"'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths\",\n \"== path: skipFile = True break if not skipFile: sources.append(path)\",\n \"= '' with open(source, encoding='utf8') as file: try: for line\",\n \"msg='utf-8 decode problem in %s' % source) self.assertTrue( len(diff) ==\",\n \"\\\"%s\\\" is not compliant with ClangFormat:\\\\n\\\\nDIFF:%s' % (source, diff) )\",\n \"C, C++ and shader source code is compliant with ClangFormat.\\\"\\\"\\\"\",\n \"test.\\\"\\\"\\\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \\\"\\\"\\\"Run clang format\",\n \"self.assertTrue( len(diff) == 0, msg='Source file \\\"%s\\\" is not compliant\",\n \"True break if shouldContinue: continue for fileName in fileNames: extension\",\n \"'tests', 'sources', 'modified_files.txt') sources = [] if os.path.isfile(modified_files): with open(modified_files,\",\n \"line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line + '\\\\n' except\",\n \"= self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep) for rootPath, dirNames,\",\n \"fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension not in extensions: continue\",\n \"ClangFormat compliant.\\\"\\\"\\\" directories = [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests',\",\n \"extension not in extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile\",\n \"if found: continue for directory in skippedDirectories: currentDirectories = line.split(os.sep)\",\n \"continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for file\",\n \"+ skippedFiles: if line.startswith(directory): found = True break if found:\",\n \"['c', 'h', 'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++', 'vert', 'frag']\",\n \"may obtain a copy of the License at # #\",\n \"line.startswith(directory): found = True break if found: continue for directory\",\n \"skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories: shouldContinue\",\n \"= os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for file in skippedFiles:\",\n \"= os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \\\"\\\"\\\"Run clang format on 'f'\",\n \"+ os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not\",\n \"skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip',\",\n \"+ os.sep + path.replace('/', os.sep)): shouldContinue = True break for\",\n \") clangFormatConfigFile = self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile),\",\n \"IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,\",\n \"line.startswith(directory): found = True break if not found: continue found\",\n \"is not None, msg='ClangFormat is not installed on this computer.'\",\n \"'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include',\",\n \"may not use this file except in compliance with the\",\n \"= True break if found: continue for directory in skippedDirectories:\",\n \"skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build', 'python',\",\n \"found = True break if found: continue for directory in\",\n \"WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or\",\n \"os.sep + file.replace('/', os.sep))) == path: skipFile = True break\",\n \"this file except in compliance with the License. # You\",\n \"= os.path.splitext(line)[1][1:].lower() if extension not in extensions: continue found =\",\n \"= line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension not in extensions:\",\n \"found = False for directory in directories: if line.startswith(directory): found\",\n \"diff += line + '\\\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode\",\n \"# # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law\",\n \"# # Licensed under the Apache License, Version 2.0 (the\",\n \"file except in compliance with the License. # You may\",\n \"on an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS\",\n \"sources = [] if os.path.isfile(modified_files): with open(modified_files, 'r') as file:\",\n \"line.split(os.sep) if directory in currentDirectories: found = True if found:\",\n \"for source in sources: diff = '' with open(source, encoding='utf8')\",\n \"called before each test.\\\"\\\"\\\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f):\",\n \"import difflib import os import subprocess from io import open\",\n \"# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express\",\n \"sources are ClangFormat compliant.\\\"\\\"\\\" directories = [ 'include/controller', 'projects', 'resources/projects',\",\n \"in extensions: continue found = False for directory in directories:\",\n \"in directories: path = self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep)\",\n \"os import subprocess from io import open from distutils.spawn import\",\n \"os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.' ) def test_sources_are_clang_format_compliant(self): \\\"\\\"\\\"Test\",\n \"True if found: continue sources.append(line.replace('/', os.sep)) else: for directory in\",\n \"is compliant with ClangFormat.\\\"\\\"\\\" import unittest import difflib import os\",\n \"skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)): shouldContinue =\",\n \"def test_clang_format_is_correctly_installed(self): \\\"\\\"\\\"Test ClangFormat is correctly installed.\\\"\\\"\\\" self.assertTrue( find_executable('clang-format') is\",\n \"True break if found: continue for directory in skippedDirectories: currentDirectories\",\n \"source in sources: diff = '' with open(source, encoding='utf8') as\",\n \"Ltd. # # Licensed under the Apache License, Version 2.0\",\n \"open(modified_files, 'r') as file: for line in file: line =\",\n \"= True break if not skipFile: sources.append(path) curdir = os.getcwd()\",\n \"'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [\",\n \"ClangFormat is correctly installed.\\\"\\\"\\\" self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat\",\n \"'f' file.\\\"\\\"\\\" return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \\\"\\\"\\\"Test ClangFormat\",\n \"http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed\",\n \"'c++', 'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt')\",\n \"if directory in currentDirectories: shouldContinue = True break if shouldContinue:\",\n \"self.assertTrue(False, msg='utf-8 decode problem in %s' % source) self.assertTrue( len(diff)\",\n \"os.path.splitext(fileName)[1][1:].lower() if extension not in extensions: continue path = os.path.normpath(os.path.join(rootPath,\",\n \"that sources are ClangFormat compliant.\\\"\\\"\\\" directories = [ 'include/controller', 'projects',\",\n \"sources.append(line.replace('/', os.sep)) else: for directory in directories: path = self.WEBOTS_HOME\",\n \"False for directory in skippedPaths + skippedFiles: if line.startswith(directory): found\",\n \"or implied. # See the License for the specific language\",\n \"KIND, either express or implied. # See the License for\",\n \"specific language governing permissions and # limitations under the License.\",\n \"= False for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep\",\n \"source) self.assertTrue( len(diff) == 0, msg='Source file \\\"%s\\\" is not\",\n \"License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by\",\n \"os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep))) == path: skipFile =\",\n \"extension not in extensions: continue found = False for directory\",\n \"'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h'\",\n \"break if not skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for\",\n \"'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths = [\",\n \"# Copyright 1996-2021 Cyberbotics Ltd. # # Licensed under the\",\n \"(the \\\"License\\\"); # you may not use this file except\",\n \"# you may not use this file except in compliance\",\n \"under the License. \\\"\\\"\\\"Test that the C, C++ and shader\",\n \"directories: path = self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep) for\",\n \"correctly installed.\\\"\\\"\\\" self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat is not\",\n \"import open from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \\\"\\\"\\\"Unit test\",\n \"'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories =\",\n \"'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources =\",\n \"'.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + ' not found.' ) def\",\n \"None, msg='ClangFormat is not installed on this computer.' ) clangFormatConfigFile\",\n \"# # Unless required by applicable law or agreed to\",\n \"\\\"\\\"\\\"Test that the C, C++ and shader source code is\",\n \"msg='Source file \\\"%s\\\" is not compliant with ClangFormat:\\\\n\\\\nDIFF:%s' % (source,\",\n \"currentDirectories: shouldContinue = True break if shouldContinue: continue for fileName\",\n \"if not skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source\",\n \"obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0\",\n \"path = self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep) for rootPath,\",\n \"Version 2.0 (the \\\"License\\\"); # you may not use this\",\n \"+= line + '\\\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem\",\n \"'src/webots', 'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel',\",\n \"break for directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if\",\n \"'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths =\",\n \"= rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories: shouldContinue = True\",\n \"directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in\",\n \"sources: diff = '' with open(source, encoding='utf8') as file: try:\",\n \"implied. # See the License for the specific language governing\",\n \"compliant with ClangFormat.\\\"\\\"\\\" import unittest import difflib import os import\",\n \"= os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources = [] if os.path.isfile(modified_files):\",\n \"file \\\"%s\\\" is not compliant with ClangFormat:\\\\n\\\\nDIFF:%s' % (source, diff)\",\n \"under the Apache License, Version 2.0 (the \\\"License\\\"); # you\",\n \"line + '\\\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in\",\n \"in directories: if line.startswith(directory): found = True break if not\",\n \"= os.path.splitext(fileName)[1][1:].lower() if extension not in extensions: continue path =\",\n \"find_executable('clang-format') is not None, msg='ClangFormat is not installed on this\",\n \"import subprocess from io import open from distutils.spawn import find_executable\",\n \"in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories:\",\n \"by applicable law or agreed to in writing, software #\",\n \"+ ' not found.' ) def test_sources_are_clang_format_compliant(self): \\\"\\\"\\\"Test that sources\",\n \"'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles = [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories\",\n \"in sources: diff = '' with open(source, encoding='utf8') as file:\",\n \"\\\"\\\"\\\"Run clang format on 'f' file.\\\"\\\"\\\" return subprocess.check_output(['clang-format', '-style=file', f])\",\n \"[ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build', 'python', 'java' ]\",\n \"'\\\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in %s' %\",\n \"'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ]\",\n \"import os import subprocess from io import open from distutils.spawn\",\n \"break if found: continue for directory in skippedDirectories: currentDirectories =\",\n \"return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \\\"\\\"\\\"Test ClangFormat is correctly\",\n \"is correctly installed.\\\"\\\"\\\" self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat is\",\n \"'cc', 'hh', 'c++', 'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests',\",\n \"in os.walk(path): shouldContinue = False for path in skippedPaths: if\",\n \"language governing permissions and # limitations under the License. \\\"\\\"\\\"Test\",\n \"file.replace('/', os.sep))) == path: skipFile = True break if not\",\n \"shouldContinue = True break for directory in skippedDirectories: currentDirectories =\",\n \"os.sep)): shouldContinue = True break for directory in skippedDirectories: currentDirectories\",\n \"an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF\",\n \"directory in directories: path = self.WEBOTS_HOME + os.sep + directory.replace('/',\",\n \"if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep))) == path: skipFile\",\n \"Unless required by applicable law or agreed to in writing,\",\n \"path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for file in\",\n \"for line in difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line + '\\\\n'\",\n \"difflib.context_diff(self._runClangFormat(source).decode('utf-8').splitlines(), file.read().splitlines()): diff += line + '\\\\n' except UnicodeDecodeError: self.assertTrue(False,\",\n \"extensions: continue path = os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for\",\n \"= ['c', 'h', 'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++', 'vert',\",\n \"in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/', os.sep)): shouldContinue\",\n \"the specific language governing permissions and # limitations under the\",\n \"on 'f' file.\\\"\\\"\\\" return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \\\"\\\"\\\"Test\",\n \"'hh', 'c++', 'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME, 'tests', 'sources',\",\n \"= False for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep\",\n \"applicable law or agreed to in writing, software # distributed\",\n \"skipFile: sources.append(path) curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources:\",\n \"directory in currentDirectories: found = True if found: continue sources.append(line.replace('/',\",\n \"on this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME + os.sep +\",\n \"= [ 'projects/robots/robotis/darwin-op/plugins/remote_controls/robotis-op2_tcpip/stb_image.h' ] skippedDirectories = [ 'build', 'python', 'java'\",\n \"curdir = os.getcwd() os.chdir(self.WEBOTS_HOME) for source in sources: diff =\",\n \"compliant with ClangFormat:\\\\n\\\\nDIFF:%s' % (source, diff) ) os.chdir(curdir) if __name__\",\n \"in writing, software # distributed under the License is distributed\",\n \"not found.' ) def test_sources_are_clang_format_compliant(self): \\\"\\\"\\\"Test that sources are ClangFormat\",\n \"if directory in currentDirectories: found = True if found: continue\",\n \"\\\"\\\"\\\"Unit test for ClangFormat compliance.\\\"\\\"\\\" def setUp(self): \\\"\\\"\\\"Set up called\",\n \"'hpp', 'cc', 'hh', 'c++', 'h++', 'vert', 'frag'] modified_files = os.path.join(self.WEBOTS_HOME,\",\n \"ClangFormat compliance.\\\"\\\"\\\" def setUp(self): \\\"\\\"\\\"Set up called before each test.\\\"\\\"\\\"\",\n \"self.WEBOTS_HOME + os.sep + directory.replace('/', os.sep) for rootPath, dirNames, fileNames\",\n \"+ '\\\\n' except UnicodeDecodeError: self.assertTrue(False, msg='utf-8 decode problem in %s'\",\n \"unittest import difflib import os import subprocess from io import\",\n \"file: line = line.strip() extension = os.path.splitext(line)[1][1:].lower() if extension not\",\n \"'python', 'java' ] extensions = ['c', 'h', 'cpp', 'hpp', 'cc',\",\n \"continue found = False for directory in skippedPaths + skippedFiles:\",\n \"as file: for line in file: line = line.strip() extension\",\n \"%s' % source) self.assertTrue( len(diff) == 0, msg='Source file \\\"%s\\\"\",\n \"'-style=file', f]) def test_clang_format_is_correctly_installed(self): \\\"\\\"\\\"Test ClangFormat is correctly installed.\\\"\\\"\\\" self.assertTrue(\",\n \"skippedDirectories: currentDirectories = line.split(os.sep) if directory in currentDirectories: found =\",\n \"True break for directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep)\",\n \"skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep))) == path:\",\n \"== 0, msg='Source file \\\"%s\\\" is not compliant with ClangFormat:\\\\n\\\\nDIFF:%s'\",\n \"found = True if found: continue sources.append(line.replace('/', os.sep)) else: for\",\n \"License is distributed on an \\\"AS IS\\\" BASIS, # WITHOUT\",\n \"if found: continue sources.append(line.replace('/', os.sep)) else: for directory in directories:\",\n \"diff = '' with open(source, encoding='utf8') as file: try: for\",\n \"] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer', 'projects/robots/mobsya/thymio/controllers/thymio2_aseba/aseba', 'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh',\",\n \"License, Version 2.0 (the \\\"License\\\"); # you may not use\",\n \"in skippedDirectories: currentDirectories = line.split(os.sep) if directory in currentDirectories: found\",\n \"# You may obtain a copy of the License at\",\n \"found: continue found = False for directory in skippedPaths +\",\n \"[ 'build', 'python', 'java' ] extensions = ['c', 'h', 'cpp',\",\n \"#!/usr/bin/env python # Copyright 1996-2021 Cyberbotics Ltd. # # Licensed\",\n \"directories: if line.startswith(directory): found = True break if not found:\",\n \"file.\\\"\\\"\\\" return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self): \\\"\\\"\\\"Test ClangFormat is\",\n \"for directory in skippedDirectories: currentDirectories = line.split(os.sep) if directory in\",\n \"that the C, C++ and shader source code is compliant\",\n \"copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # #\",\n \"] skippedDirectories = [ 'build', 'python', 'java' ] extensions =\",\n \"shouldContinue = True break if shouldContinue: continue for fileName in\",\n \"this computer.' ) clangFormatConfigFile = self.WEBOTS_HOME + os.sep + '.clang-format'\",\n \"else: for directory in directories: path = self.WEBOTS_HOME + os.sep\",\n \"from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase): \\\"\\\"\\\"Unit test for ClangFormat\",\n \"+ directory.replace('/', os.sep) for rootPath, dirNames, fileNames in os.walk(path): shouldContinue\",\n \") def test_sources_are_clang_format_compliant(self): \\\"\\\"\\\"Test that sources are ClangFormat compliant.\\\"\\\"\\\" directories\",\n \"from io import open from distutils.spawn import find_executable class TestClangFormat(unittest.TestCase):\",\n \"are ClangFormat compliant.\\\"\\\"\\\" directories = [ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders',\",\n \"the License for the specific language governing permissions and #\",\n \"'' with open(source, encoding='utf8') as file: try: for line in\",\n \"Apache License, Version 2.0 (the \\\"License\\\"); # you may not\",\n \"# limitations under the License. \\\"\\\"\\\"Test that the C, C++\",\n \"[ 'include/controller', 'projects', 'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign',\",\n \"either express or implied. # See the License for the\",\n \"msg='ClangFormat is not installed on this computer.' ) clangFormatConfigFile =\",\n \"if extension not in extensions: continue found = False for\",\n \"# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or\",\n \"break if not found: continue found = False for directory\",\n \"' not found.' ) def test_sources_are_clang_format_compliant(self): \\\"\\\"\\\"Test that sources are\",\n \"if line.startswith(directory): found = True break if found: continue for\",\n \"found.' ) def test_sources_are_clang_format_compliant(self): \\\"\\\"\\\"Test that sources are ClangFormat compliant.\\\"\\\"\\\"\",\n \"os.path.join(self.WEBOTS_HOME, 'tests', 'sources', 'modified_files.txt') sources = [] if os.path.isfile(modified_files): with\",\n \"= False for directory in directories: if line.startswith(directory): found =\",\n \"in %s' % source) self.assertTrue( len(diff) == 0, msg='Source file\",\n \"for directory in directories: path = self.WEBOTS_HOME + os.sep +\",\n \"continue for directory in skippedDirectories: currentDirectories = line.split(os.sep) if directory\",\n \"= True break if shouldContinue: continue for fileName in fileNames:\",\n \"source code is compliant with ClangFormat.\\\"\\\"\\\" import unittest import difflib\",\n \"ClangFormat:\\\\n\\\\nDIFF:%s' % (source, diff) ) os.chdir(curdir) if __name__ == '__main__':\",\n \"before each test.\\\"\\\"\\\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \\\"\\\"\\\"Run\",\n \"= line.split(os.sep) if directory in currentDirectories: found = True if\",\n \"a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 #\",\n \"= True break for directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME,\",\n \"computer.' ) clangFormatConfigFile = self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue(\",\n \"f]) def test_clang_format_is_correctly_installed(self): \\\"\\\"\\\"Test ClangFormat is correctly installed.\\\"\\\"\\\" self.assertTrue( find_executable('clang-format')\",\n \"'modified_files.txt') sources = [] if os.path.isfile(modified_files): with open(modified_files, 'r') as\",\n \"self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat is not installed on\",\n \"find_executable class TestClangFormat(unittest.TestCase): \\\"\\\"\\\"Unit test for ClangFormat compliance.\\\"\\\"\\\" def setUp(self):\",\n \"os.sep + path.replace('/', os.sep)): shouldContinue = True break for directory\",\n \"'cpp', 'hpp', 'cc', 'hh', 'c++', 'h++', 'vert', 'frag'] modified_files =\",\n \"\\\"License\\\"); # you may not use this file except in\",\n \"for directory in skippedDirectories: currentDirectories = rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory\",\n \"and # limitations under the License. \\\"\\\"\\\"Test that the C,\",\n \"distributed on an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR\",\n \"'resources/projects', 'resources/wren/shaders', 'tests', 'include/wren', 'src/controller/c', 'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ]\",\n \"os.path.normpath(os.path.join(rootPath, fileName)) skipFile = False for file in skippedFiles: if\",\n \"+ file.replace('/', os.sep))) == path: skipFile = True break if\",\n \"for path in skippedPaths: if rootPath.startswith(self.WEBOTS_HOME + os.sep + path.replace('/',\",\n \"self.WEBOTS_HOME = os.environ['WEBOTS_HOME'] def _runClangFormat(self, f): \\\"\\\"\\\"Run clang format on\",\n \"the C, C++ and shader source code is compliant with\",\n \"'projects/robots/mobsya/thymio/libraries/dashel', 'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles\",\n \"# distributed under the License is distributed on an \\\"AS\",\n \"False for file in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep +\",\n \"'build', 'python', 'java' ] extensions = ['c', 'h', 'cpp', 'hpp',\",\n \"# Unless required by applicable law or agreed to in\",\n \"dirNames, fileNames in os.walk(path): shouldContinue = False for path in\",\n \"for directory in directories: if line.startswith(directory): found = True break\",\n \"the License. \\\"\\\"\\\"Test that the C, C++ and shader source\",\n \"True break if not found: continue found = False for\",\n \"TestClangFormat(unittest.TestCase): \\\"\\\"\\\"Unit test for ClangFormat compliance.\\\"\\\"\\\" def setUp(self): \\\"\\\"\\\"Set up\",\n \"\\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY\",\n \"in skippedFiles: if os.path.normpath((self.WEBOTS_HOME + os.sep + file.replace('/', os.sep))) ==\",\n \"self.WEBOTS_HOME + os.sep + '.clang-format' self.assertTrue( os.path.exists(clangFormatConfigFile), msg=clangFormatConfigFile + '\",\n \"for ClangFormat compliance.\\\"\\\"\\\" def setUp(self): \\\"\\\"\\\"Set up called before each\",\n \"len(diff) == 0, msg='Source file \\\"%s\\\" is not compliant with\",\n \"You may obtain a copy of the License at #\",\n \"'src/controller/cpp', 'src/license/sign', 'src/webots', 'src/wren' ] skippedPaths = [ 'projects/default/controllers/ros/include', 'projects/robots/gctronic/e-puck/transfer',\",\n \"rootPath.replace(self.WEBOTS_HOME, '').split(os.sep) if directory in currentDirectories: shouldContinue = True break\",\n \"for rootPath, dirNames, fileNames in os.walk(path): shouldContinue = False for\",\n \"not in extensions: continue found = False for directory in\",\n \"path: skipFile = True break if not skipFile: sources.append(path) curdir\",\n \"with open(modified_files, 'r') as file: for line in file: line\",\n \"setUp(self): \\\"\\\"\\\"Set up called before each test.\\\"\\\"\\\" self.WEBOTS_HOME = os.environ['WEBOTS_HOME']\",\n \"'projects/robots/mobsya/thymio/libraries/dashel-src', 'projects/robots/robotis/darwin-op/libraries/libssh', 'projects/robots/robotis/darwin-op/libraries/libzip', 'projects/robots/robotis/darwin-op/libraries/robotis-op2/robotis', 'projects/robots/robotis/darwin-op/remote_control/libjpeg-turbo', 'projects/vehicles/controllers/ros_automobile/include', 'src/webots/external' ] skippedFiles =\",\n \"the Apache License, Version 2.0 (the \\\"License\\\"); # you may\",\n \"License. \\\"\\\"\\\"Test that the C, C++ and shader source code\",\n \"in currentDirectories: found = True if found: continue sources.append(line.replace('/', os.sep))\",\n \"continue for fileName in fileNames: extension = os.path.splitext(fileName)[1][1:].lower() if extension\",\n \"directory in skippedPaths + skippedFiles: if line.startswith(directory): found = True\",\n \"installed.\\\"\\\"\\\" self.assertTrue( find_executable('clang-format') is not None, msg='ClangFormat is not installed\"\n]","isConversational":false}}},{"rowIdx":1698,"cells":{"ngram":{"kind":"list like","value":["self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm","posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for","script_name = 'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def","for a file that needs one.\"\"\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self):","get_non_interpreter_file_test(self): \"\"\"Test that None is returned for a file that","self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count)","2.0 (the \"License\"); # you may not use this file","mock_remove): # bypass pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect =","file_to_execute): \"\"\"Call get_execute_command on |file_to_execute| and assert result equal to","def call_and_assert_helper(self, expected_command, file_to_execute): \"\"\"Call get_execute_command on |file_to_execute| and assert","contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='')","\"\"\"Tests for remove_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists',","[mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self):","False, False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir',","True) def test_remove_shutil_success(self): \"\"\"Test remove with shutil.\"\"\" self.mock.exists.side_effect = [True,","[mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf","command returned for a binary (executable) file.\"\"\" executable_name = 'executable'","remove with os-specific command on non-windows.\"\"\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls(","test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed","class WhichTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for which (shutil.which).\"\"\" def setUp(self): # FIXME:","of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless","test_remove(self): \"\"\"Test remove.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt',","= 'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self):","correct interpreters to execute a file are returned.\"\"\" def get_interpreted_file_test(self):","contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \"\"\"Tests for remove_directory.\"\"\" def setUp(self):","Windows. if not environment.is_posix(): self.skipTest('Process tests are only applicable for","test(self): \"\"\"Test get_directory_file_count.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt',","test_utils.set_up_pyfakefs(self) def test_remove(self): \"\"\"Test remove.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt',","contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class","class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_size.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self):","GetExecuteCommand(unittest.TestCase): \"\"\"Test that the correct commands to run files are","self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else:","but fails.\"\"\" self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed","'script.py' expected_command = 'python %s' % script_name self.call_and_assert_helper(expected_command, script_name) def","contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt')","on |file_to_execute| and assert result equal to |expected_command|.\"\"\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute))","use this file except in compliance with the License. #","self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4)","self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_size.\"\"\" def","as expected.\"\"\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt',","RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for remove_empty_files.\"\"\" def setUp(self): # FIXME: Add support","self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \"\"\"Test that the correct commands","executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \"\"\"Test that","the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required","self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh'))","self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'),","License. # You may obtain a copy of the License","onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn,","test_remove_os_specific_windows(self): \"\"\"Test remove with os-specific command on windows.\"\"\" self._test_remove_os_specific('WINDOWS', True,","/dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True,","self.mock.system.assert_has_calls([mock.call('rd /s /q \"dir\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self): \"\"\"Test","def test(self): \"\"\"Test clear_system_temp_directory works as expected.\"\"\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt',","setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_size.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def')","for which (shutil.which).\"\"\" def setUp(self): # FIXME: Add support for","[mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self):","def test_remove_os_specific_non_windows(self): \"\"\"Test remove with os-specific command on non-windows.\"\"\" self._test_remove_os_specific('LINUX',","under the License is distributed on an \"AS IS\" BASIS,","License for the specific language governing permissions and # limitations","command on windows.\"\"\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \"dir\"","test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree',","%s' % script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \"\"\"Test correct launch","\"\"\"Test correct launch command returned for a binary (executable) file.\"\"\"","= shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result)","self.skipTest('Process tests are only applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def","mkdir errors.\"\"\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \"\"\"Test remove with","posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \"\"\"Test remove.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt',","\"\"\"Test that None is returned for a file that doesn't","def test_binary(self): \"\"\"Test correct launch command returned for a binary","def test_remove_shutil_success(self): \"\"\"Test remove with shutil.\"\"\" self.mock.exists.side_effect = [True, True,","import helpers as test_helpers from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase):","def test_remove_shutil_failure(self): \"\"\"Test remove with shutil but fails.\"\"\" self.mock.exists.side_effect =","for clear_system_temp_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value =","self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls(","mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase):","'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform,","shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt')","if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \"\"\"Test remove with","in compliance with the License. # You may obtain a","[mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self):","contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_size.\"\"\" def setUp(self):","software # distributed under the License is distributed on an","for remove_empty_files.\"\"\" def setUp(self): # FIXME: Add support for Windows.","returned for a file that doesn't need one. We don't","self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test clear_system_temp_directory works as","def test_remove(self): \"\"\"Test remove.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s')","self.mock.exists.side_effect = [True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError()","/q \"dir\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self): \"\"\"Test remove with","self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt'))","to |expected_command|.\"\"\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \"\"\"Test correct command returned","that doesn't need one. We don't want empty string since","GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_file_count.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test","launch command returned for a binary (executable) file.\"\"\" executable_name =","= 'script.py' expected_command = 'python %s' % script_name self.call_and_assert_helper(expected_command, script_name)","test is only supported on posix platforms.') def test(self): self.assertEqual('/bin/ls',","/dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock()","a file that doesn't need one. We don't want empty","self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir',","True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count)","test(self): \"\"\"Test get_directory_size.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt',","remove with shutil but fails.\"\"\" self.mock.exists.side_effect = [True, True, True]","class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_file_count.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self):","self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not","self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)])","0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \"\"\"Test","> /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn =","Windows. if not environment.is_posix(): self.skipTest('Which test is only supported on","# limitations under the License. \"\"\"shell tests.\"\"\" import mock import","to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\"","self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase):","\"dir\" > /dev/null 2>&1')]) def test_remove_without_recreate(self): \"\"\"Test remove without recreate.\"\"\"","expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \"\"\"Test correct","test_standard_script(self): \"\"\"Test correct command returned for python script.\"\"\" script_name =","self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \"\"\"Test that None is returned for","def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \"\"\"Helper for testing removing dir","\"\"\"Call get_execute_command on |file_to_execute| and assert result equal to |expected_command|.\"\"\"","OF ANY KIND, either express or implied. # See the","WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.","True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0,","ANY KIND, either express or implied. # See the License","See the License for the specific language governing permissions and","the License. # You may obtain a copy of the","at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable","for the specific language governing permissions and # limitations under","> /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \"\"\"Test shutil invoking","fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class","to in writing, software # distributed under the License is","-rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \"\"\"Test","def test_remove_without_recreate(self): \"\"\"Test remove without recreate.\"\"\" self._test_remove_os_specific('LINUX', False, True) def","shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \"\"\"Test that None is returned for a","# See the License for the specific language governing permissions","files are returned.\"\"\" def call_and_assert_helper(self, expected_command, file_to_execute): \"\"\"Call get_execute_command on","= [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" >","or agreed to in writing, software # distributed under the","= platform self.mock.exists.side_effect = [True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect","script_name = 'script.py' expected_command = 'python %s' % script_name self.call_and_assert_helper(expected_command,","required by applicable law or agreed to in writing, software","clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" >","script.\"\"\" script_name = 'script.py' expected_command = 'python %s' % script_name","unittest from pyfakefs import fake_filesystem_unittest from system import environment from","BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either","2>&1')]) def test_remove_without_recreate(self): \"\"\"Test remove without recreate.\"\"\" self._test_remove_os_specific('LINUX', False, True)","a binary (executable) file.\"\"\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name","with the License. # You may obtain a copy of","self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \"\"\"Tests for remove_directory.\"\"\" def","os-specific command.\"\"\" self.mock.platform.return_value = platform self.mock.exists.side_effect = [True, False, False]","self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\"","with os-specific command.\"\"\" self.mock.platform.return_value = platform self.mock.exists.side_effect = [True, False,","remove without recreate.\"\"\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \"\"\"Test remove","LLC # # Licensed under the Apache License, Version 2.0","remove_empty_files.\"\"\" def setUp(self): # FIXME: Add support for Windows. if","[True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null","self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10)","compliance with the License. # You may obtain a copy","agreed to in writing, software # distributed under the License","\"\"\"Test remove with os-specific command on windows.\"\"\" self._test_remove_os_specific('WINDOWS', True, False)","\"\"\"Test correct launch command returned for Java class.\"\"\" script_name =","self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for which (shutil.which).\"\"\"","result equal to |expected_command|.\"\"\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \"\"\"Test correct","self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for","distributed under the License is distributed on an \"AS IS\"","-rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \"\"\"Test","self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')])","contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for which (shutil.which).\"\"\" def","executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name)","remove when mkdir errors.\"\"\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \"\"\"Test","def test_remove_shutil_onerror(self): \"\"\"Test shutil invoking onerror.\"\"\" self.mock.exists.side_effect = [True, True,","express or implied. # See the License for the specific","self.call_and_assert_helper(expected_command, script_name) def test_java(self): \"\"\"Test correct launch command returned for","except in compliance with the License. # You may obtain","def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for clear_system_temp_directory.\"\"\" def","correct interpreter is returned for a file that needs one.\"\"\"","'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \"\"\"Helper for testing","Licensed under the Apache License, Version 2.0 (the \"License\"); #","to execute a file are returned.\"\"\" def get_interpreted_file_test(self): \"\"\"Test correct","not use this file except in compliance with the License.","test_remove_os_specific_non_windows(self): \"\"\"Test remove with os-specific command on non-windows.\"\"\" self._test_remove_os_specific('LINUX', True,","self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to","fake_filesystem_unittest from system import environment from system import shell from","\"\"\"Test get_directory_file_count.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t')","writing, software # distributed under the License is distributed on","expected_command, file_to_execute): \"\"\"Call get_execute_command on |file_to_execute| and assert result equal","setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn',","you may not use this file except in compliance with","for get_directory_size.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_size.\"\"\" self.fs.CreateFile('/test/aa/bb.txt',","# Licensed under the Apache License, Version 2.0 (the \"License\");","assert result equal to |expected_command|.\"\"\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \"\"\"Test","class GetExecuteCommand(unittest.TestCase): \"\"\"Test that the correct commands to run files","self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect =","def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_file_count.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt',","_test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \"\"\"Helper for testing removing dir with","self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \"\"\"Test correct launch command returned for","self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt'))","returned for Java class.\"\"\" script_name = 'javaclassfile.class' expected_command = 'java","self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \"\"\"Test","@mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): # bypass pyfakefs's os.remove. os.remove","get_directory_size.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'),","/s /q \"dir\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self): \"\"\"Test remove","self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \"\"\"Test shutil invoking onerror.\"\"\" self.mock.exists.side_effect =","'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \"\"\"Helper","dir with os-specific command.\"\"\" self.mock.platform.return_value = platform self.mock.exists.side_effect = [True,","to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\"","-rf \"dir\" > /dev/null 2>&1')]) def test_remove_without_recreate(self): \"\"\"Test remove without","test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test clear_system_temp_directory works as expected.\"\"\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc')","self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_file_count.\"\"\" def setUp(self):","CONDITIONS OF ANY KIND, either express or implied. # See","self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for clear_system_temp_directory.\"\"\" def setUp(self): test_helpers.patch(self,","self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt',","recreate, raise_mkdir_error): \"\"\"Helper for testing removing dir with os-specific command.\"\"\"","for python script.\"\"\" script_name = 'script.py' expected_command = 'python %s'","shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for clear_system_temp_directory.\"\"\" def setUp(self): test_helpers.patch(self, [","'python %s' % script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \"\"\"Test correct","is distributed on an \"AS IS\" BASIS, # WITHOUT WARRANTIES","= [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory","remove_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform',","directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null","recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \"\"\"Test remove with os-specific","invoking onerror.\"\"\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm","\"\"\"Tests for which (shutil.which).\"\"\" def setUp(self): # FIXME: Add support","without recreate.\"\"\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \"\"\"Test remove when","get_interpreted_file_test(self): \"\"\"Test correct interpreter is returned for a file that","We don't want empty string since this is easier to","True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')])","self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \"\"\"Test that the correct commands to run","class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for remove_empty_files.\"\"\" def setUp(self): # FIXME: Add","from system import environment from system import shell from tests.test_libs","else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self):","True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) def","test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_file_count.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt',","executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \"\"\"Test that the","GetInterpreter(object): \"\"\"Test that the correct interpreters to execute a file","/dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \"\"\"Test shutil invoking onerror.\"\"\"","self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \"\"\"Test","ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_file_count.\"\"\" def","fake_fn = mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child',","2019 Google LLC # # Licensed under the Apache License,","import mock import os import unittest from pyfakefs import fake_filesystem_unittest","commands to run files are returned.\"\"\" def call_and_assert_helper(self, expected_command, file_to_execute):","file.\"\"\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name,","on non-windows.\"\"\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" >","True) def test_remove_with_mkdir_error(self): \"\"\"Test remove when mkdir errors.\"\"\" self._test_remove_os_specific('LINUX', True,","dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')])","\"\"\"Tests for remove_empty_files.\"\"\" def setUp(self): # FIXME: Add support for","if not environment.is_posix(): self.skipTest('Which test is only supported on posix","command on non-windows.\"\"\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\"","\"\"\"Tests for get_directory_size.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_size.\"\"\"","OR CONDITIONS OF ANY KIND, either express or implied. #","the correct interpreters to execute a file are returned.\"\"\" def","contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \"\"\"Tests","non-windows.\"\"\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null","is returned for a file that needs one.\"\"\" self.assertEqual('python', shell.get_interpreter('run.py'))","empty string since this is easier to than None. \"\"\"","the License is distributed on an \"AS IS\" BASIS, #","test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove):","fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_file_count.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def","else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \"\"\"Test remove with os-specific command on","self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \"\"\"Test remove with shutil but fails.\"\"\"","> /dev/null 2>&1')]) def test_remove_without_recreate(self): \"\"\"Test remove without recreate.\"\"\" self._test_remove_os_specific('LINUX',","2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True]","self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class","\"\"\"Test remove when mkdir errors.\"\"\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self):","self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt',","'/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt'))","that the correct interpreters to execute a file are returned.\"\"\"","\"\"\"Test that the correct commands to run files are returned.\"\"\"","self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) def test_remove_without_recreate(self): \"\"\"Test","contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): # bypass","command.\"\"\" self.mock.platform.return_value = platform self.mock.exists.side_effect = [True, False, False] if","self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_size.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self)","[mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf","self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)])","'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error):","GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_size.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test","with shutil.\"\"\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm","[True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result =","that needs one.\"\"\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \"\"\"Test that None","law or agreed to in writing, software # distributed under","platform, recreate, raise_mkdir_error): \"\"\"Helper for testing removing dir with os-specific","correct launch command returned for Java class.\"\"\" script_name = 'javaclassfile.class'","windows.\"\"\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \"dir\" > nul","script_name) def test_java(self): \"\"\"Test correct launch command returned for Java","# FIXME: Add support for Windows. if not environment.is_posix(): self.skipTest('Which","works as expected.\"\"\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated')","shutil but fails.\"\"\" self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls(","ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for clear_system_temp_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ])","test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self):","self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \"\"\"Test that the correct","returned for a file that needs one.\"\"\" self.assertEqual('python', shell.get_interpreter('run.py')) def","import unittest from pyfakefs import fake_filesystem_unittest from system import environment","contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class","test_remove_without_recreate(self): \"\"\"Test remove without recreate.\"\"\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self):","4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_size.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def","\"\"\"Test remove with os-specific command on non-windows.\"\"\" self._test_remove_os_specific('LINUX', True, False)","\"\"\"Test remove.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='')","are returned.\"\"\" def call_and_assert_helper(self, expected_command, file_to_execute): \"\"\"Call get_execute_command on |file_to_execute|","tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for remove_empty_files.\"\"\" def setUp(self):","tests are only applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self):","mock import os import unittest from pyfakefs import fake_filesystem_unittest from","from tests.test_libs import helpers as test_helpers from tests.test_libs import test_utils","may obtain a copy of the License at # #","are only applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \"\"\"Test","class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for clear_system_temp_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir',","os-specific command on non-windows.\"\"\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf","+= '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \"\"\"Test that the correct","os-specific command on windows.\"\"\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q","don't want empty string since this is easier to than","which (shutil.which).\"\"\" def setUp(self): # FIXME: Add support for Windows.","environment.is_posix(): self.skipTest('Process tests are only applicable for posix platforms.') test_utils.set_up_pyfakefs(self)","False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir', recreate=recreate)","\"\"\"Test clear_system_temp_directory works as expected.\"\"\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg')","IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,","self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \"\"\"Test remove with shutil.\"\"\" self.mock.exists.side_effect","returned for a binary (executable) file.\"\"\" executable_name = 'executable' self.call_and_assert_helper(executable_name,","\"\"\"Test remove without recreate.\"\"\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \"\"\"Test","self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase):","'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self,","may not use this file except in compliance with the","system import environment from system import shell from tests.test_libs import","for Windows. if not environment.is_posix(): self.skipTest('Which test is only supported","recreate.\"\"\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \"\"\"Test remove when mkdir","WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or","False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir',","def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls(","this file except in compliance with the License. # You","Add support for Windows. if not environment.is_posix(): self.skipTest('Process tests are","equal to |expected_command|.\"\"\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \"\"\"Test correct command","os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt'))","def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error',","supported on posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase):","not environment.is_posix(): self.skipTest('Process tests are only applicable for posix platforms.')","nul 2>&1')]) def test_remove_os_specific_non_windows(self): \"\"\"Test remove with os-specific command on","environment from system import shell from tests.test_libs import helpers as","autospec=True) def test_exception(self, mock_remove): # bypass pyfakefs's os.remove. os.remove =","# # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law","# # Licensed under the Apache License, Version 2.0 (the","file except in compliance with the License. # You may","on an \"AS IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS","= [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear","\"\"\"Tests for get_directory_file_count.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_file_count.\"\"\"","helpers as test_helpers from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \"\"\"Tests","removing dir with os-specific command.\"\"\" self.mock.platform.return_value = platform self.mock.exists.side_effect =","pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='')","clear_system_temp_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp'","True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0,","permissions and # limitations under the License. \"\"\"shell tests.\"\"\" import","]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \"\"\"Helper for testing removing","\"\"\"Test shutil invoking onerror.\"\"\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir'))","# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express","\"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect =","self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove',","self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \"\"\"Test remove with os-specific command","one. We don't want empty string since this is easier","a file are returned.\"\"\" def get_interpreted_file_test(self): \"\"\"Test correct interpreter is","test_binary(self): \"\"\"Test correct launch command returned for a binary (executable)","self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror","class RemoveDirectoryTest(unittest.TestCase): \"\"\"Tests for remove_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'os.chmod',","/dev/null 2>&1')]) def test_remove_without_recreate(self): \"\"\"Test remove without recreate.\"\"\" self._test_remove_os_specific('LINUX', False,","|expected_command|.\"\"\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \"\"\"Test correct command returned for","as test_helpers from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for","if recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate:","pyfakefs import fake_filesystem_unittest from system import environment from system import","contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt'))","contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_size.\"\"\"","self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): #","= 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \"\"\"Test correct launch","FIXME: Add support for Windows. if not environment.is_posix(): self.skipTest('Process tests","test_java(self): \"\"\"Test correct launch command returned for Java class.\"\"\" script_name","recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if","for a binary (executable) file.\"\"\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name)","def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self,","launch command returned for Java class.\"\"\" script_name = 'javaclassfile.class' expected_command","limitations under the License. \"\"\"shell tests.\"\"\" import mock import os","License. \"\"\"shell tests.\"\"\" import mock import os import unittest from","for Java class.\"\"\" script_name = 'javaclassfile.class' expected_command = 'java javaclassfile'","[True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')])","contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for which","http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed","contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt'))","shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([])","'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \"\"\"Helper for","def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_size.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt',","platform self.mock.exists.side_effect = [True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect =","onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \"\"\"Tests for","get_directory_size.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_size.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc')","self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \"\"\"Tests for remove_directory.\"\"\" def setUp(self): test_helpers.patch(self, [","or implied. # See the License for the specific language","False) self.mock.system.assert_has_calls([mock.call('rd /s /q \"dir\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self):","= '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test clear_system_temp_directory works as expected.\"\"\"","KIND, either express or implied. # See the License for","specific language governing permissions and # limitations under the License.","on posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \"\"\"Tests","'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \"\"\"Test correct launch command","self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \"\"\"Test remove with os-specific command on windows.\"\"\"","from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for remove_empty_files.\"\"\" def","mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \"\"\"Tests","fails.\"\"\" self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to","\"\"\"Test correct interpreter is returned for a file that needs","None is returned for a file that doesn't need one.","doesn't need one. We don't want empty string since this","License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by","result = shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result) else:","ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls(","test_remove_shutil_failure(self): \"\"\"Test remove with shutil but fails.\"\"\" self.mock.exists.side_effect = [True,","self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase):","shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): # bypass pyfakefs's","import os import unittest from pyfakefs import fake_filesystem_unittest from system","def test(self): \"\"\"Test get_directory_file_count.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi')","with os-specific command on non-windows.\"\"\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm","self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt'))","want empty string since this is easier to than None.","os import unittest from pyfakefs import fake_filesystem_unittest from system import","= self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child',","\"\"\"Test correct command returned for python script.\"\"\" script_name = 'script.py'","(the \"License\"); # you may not use this file except","> nul 2>&1')]) def test_remove_os_specific_non_windows(self): \"\"\"Test remove with os-specific command","clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" >","|file_to_execute| and assert result equal to |expected_command|.\"\"\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def","self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for","# you may not use this file except in compliance","Add support for Windows. if not environment.is_posix(): self.skipTest('Which test is","\"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn","contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \"\"\"Tests","javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \"\"\"Test correct launch command returned","'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \"\"\"Test","self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear","> /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True,","on windows.\"\"\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \"dir\" >","for testing removing dir with os-specific command.\"\"\" self.mock.platform.return_value = platform","def test_java(self): \"\"\"Test correct launch command returned for Java class.\"\"\"","-rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror']","WhichTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for which (shutil.which).\"\"\" def setUp(self): # FIXME: Add","not environment.is_posix(): self.skipTest('Which test is only supported on posix platforms.')","'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def","are returned.\"\"\" def get_interpreted_file_test(self): \"\"\"Test correct interpreter is returned for","[mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) def test_remove_without_recreate(self): \"\"\"Test remove","onerror=mock.ANY)]) def test_remove_shutil_failure(self): \"\"\"Test remove with shutil but fails.\"\"\" self.mock.exists.side_effect","setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def","10) class WhichTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for which (shutil.which).\"\"\" def setUp(self): #","environment.is_posix(): self.skipTest('Which test is only supported on posix platforms.') def","# # Unless required by applicable law or agreed to","True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')])","def setUp(self): # FIXME: Add support for Windows. if not","= 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class","shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \"\"\"Tests for remove_directory.\"\"\" def setUp(self): test_helpers.patch(self,","correct launch command returned for a binary (executable) file.\"\"\" executable_name","obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0","returned for python script.\"\"\" script_name = 'script.py' expected_command = 'python","Version 2.0 (the \"License\"); # you may not use this","import fake_filesystem_unittest from system import environment from system import shell","\"dir\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self): \"\"\"Test remove with os-specific","shutil invoking onerror.\"\"\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls(","self.skipTest('Which test is only supported on posix platforms.') def test(self):","remove with shutil.\"\"\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls(","OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \"\"\"Tests","def get_interpreted_file_test(self): \"\"\"Test correct interpreter is returned for a file","execute a file are returned.\"\"\" def get_interpreted_file_test(self): \"\"\"Test correct interpreter","False, True) def test_remove_with_mkdir_error(self): \"\"\"Test remove when mkdir errors.\"\"\" self._test_remove_os_specific('LINUX',","(shutil.which).\"\"\" def setUp(self): # FIXME: Add support for Windows. if","implied. # See the License for the specific language governing","self.mock.platform.return_value = platform self.mock.exists.side_effect = [True, False, False] if raise_mkdir_error:","2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \"\"\"Test shutil invoking onerror.\"\"\" self.mock.exists.side_effect","under the Apache License, Version 2.0 (the \"License\"); # you","self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated',","2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect","def test_remove_os_specific_windows(self): \"\"\"Test remove with os-specific command on windows.\"\"\" self._test_remove_os_specific('WINDOWS',","bypass pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt',","file are returned.\"\"\" def get_interpreted_file_test(self): \"\"\"Test correct interpreter is returned","by applicable law or agreed to in writing, software #","[True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory","executable_name) class GetInterpreter(object): \"\"\"Test that the correct interpreters to execute","'/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1)","platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for clear_system_temp_directory.\"\"\"","contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self):","from system import shell from tests.test_libs import helpers as test_helpers","= OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase):","errors.\"\"\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \"\"\"Test remove with shutil.\"\"\"","support for Windows. if not environment.is_posix(): self.skipTest('Which test is only","class GetInterpreter(object): \"\"\"Test that the correct interpreters to execute a","command returned for python script.\"\"\" script_name = 'script.py' expected_command =","= OSError() result = shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error,","file that needs one.\"\"\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \"\"\"Test that","self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm","interpreter is returned for a file that needs one.\"\"\" self.assertEqual('python',","= mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class","False) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) def test_remove_without_recreate(self):","returned.\"\"\" def get_interpreted_file_test(self): \"\"\"Test correct interpreter is returned for a","self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \"\"\"Test that the correct commands to","2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \"\"\"Test remove with shutil but","self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)])","[ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test","Copyright 2019 Google LLC # # Licensed under the Apache","test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for clear_system_temp_directory.\"\"\" def setUp(self):","is only supported on posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls'))","run files are returned.\"\"\" def call_and_assert_helper(self, expected_command, file_to_execute): \"\"\"Call get_execute_command","recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')])","testing removing dir with os-specific command.\"\"\" self.mock.platform.return_value = platform self.mock.exists.side_effect","# FIXME: Add support for Windows. if not environment.is_posix(): self.skipTest('Process","self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp'))","interpreters to execute a file are returned.\"\"\" def get_interpreted_file_test(self): \"\"\"Test","remove.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test')","that None is returned for a file that doesn't need","self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \"\"\"Test remove","a file that needs one.\"\"\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \"\"\"Test","from pyfakefs import fake_filesystem_unittest from system import environment from system","applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \"\"\"Test remove.\"\"\" self.fs.CreateFile('/test/aa/bb.txt',","an \"AS IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF","Unless required by applicable law or agreed to in writing,","self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError())","shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg'))","the specific language governing permissions and # limitations under the","def get_non_interpreter_file_test(self): \"\"\"Test that None is returned for a file","system import shell from tests.test_libs import helpers as test_helpers from","with shutil but fails.\"\"\" self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir'))","Java class.\"\"\" script_name = 'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command,","shutil.\"\"\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf","applicable law or agreed to in writing, software # distributed","expected.\"\"\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz')","'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object):","correct commands to run files are returned.\"\"\" def call_and_assert_helper(self, expected_command,","for a file that doesn't need one. We don't want","test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_size.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt',","test(self): \"\"\"Test clear_system_temp_directory works as expected.\"\"\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def')","contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii')","raise_mkdir_error): \"\"\"Helper for testing removing dir with os-specific command.\"\"\" self.mock.platform.return_value","if not environment.is_posix(): self.skipTest('Process tests are only applicable for posix","]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test clear_system_temp_directory works","clear_system_temp_directory works as expected.\"\"\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh')","\"\"\"Test that the correct interpreters to execute a file are","Google LLC # # Licensed under the Apache License, Version","tests.\"\"\" import mock import os import unittest from pyfakefs import","in writing, software # distributed under the License is distributed","raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([])","= [True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result","/dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \"\"\"Test remove with shutil","language governing permissions and # limitations under the License. \"\"\"shell","= OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \"\"\"Tests for","mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')])","self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for which (shutil.which).\"\"\" def setUp(self):","to run files are returned.\"\"\" def call_and_assert_helper(self, expected_command, file_to_execute): \"\"\"Call","self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated'))","self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def","returned.\"\"\" def call_and_assert_helper(self, expected_command, file_to_execute): \"\"\"Call get_execute_command on |file_to_execute| and","self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def","def test_standard_script(self): \"\"\"Test correct command returned for python script.\"\"\" script_name","[ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ])","\"\"\"Test remove with shutil but fails.\"\"\" self.mock.exists.side_effect = [True, True,","command returned for Java class.\"\"\" script_name = 'javaclassfile.class' expected_command =","True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \"dir\" > nul 2>&1')]) def","that the correct commands to run files are returned.\"\"\" def","support for Windows. if not environment.is_posix(): self.skipTest('Process tests are only","raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir', recreate=recreate) if recreate:","and assert result equal to |expected_command|.\"\"\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self):","test_helpers from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for remove_empty_files.\"\"\"","is returned for a file that doesn't need one. We","onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \"\"\"Test shutil invoking onerror.\"\"\" self.mock.exists.side_effect = [True,","License is distributed on an \"AS IS\" BASIS, # WITHOUT","self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): # bypass pyfakefs's os.remove.","'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test clear_system_temp_directory","self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir',","get_directory_file_count.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'),","License, Version 2.0 (the \"License\"); # you may not use","# bypass pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect = OSError()","onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect = OSError()","# You may obtain a copy of the License at","FIXME: Add support for Windows. if not environment.is_posix(): self.skipTest('Which test","\"\"\"shell tests.\"\"\" import mock import os import unittest from pyfakefs","\"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \"\"\"Test shutil","one.\"\"\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \"\"\"Test that None is returned","shell.get_execute_command(file_to_execute)) def test_standard_script(self): \"\"\"Test correct command returned for python script.\"\"\"","class.\"\"\" script_name = 'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name)","copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # #","OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \"\"\"Tests for remove_directory.\"\"\"","\"\"\"Tests for clear_system_temp_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value","self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory()","(executable) file.\"\"\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe'","test_exception(self, mock_remove): # bypass pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect","file that doesn't need one. We don't want empty string","'/tmp' test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test clear_system_temp_directory works as expected.\"\"\" self.fs.CreateFile('/tmp/aa/bb.txt',","string since this is easier to than None. \"\"\" self.assertIsNone(shell.get_interpreter('executable'))","dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')])","setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_file_count.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def')","tests.test_libs import helpers as test_helpers from tests.test_libs import test_utils class","self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \"\"\"Test that","the License for the specific language governing permissions and #","the License. \"\"\"shell tests.\"\"\" import mock import os import unittest","% script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \"\"\"Test correct launch command","Apache License, Version 2.0 (the \"License\"); # you may not","'.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \"\"\"Test that the correct interpreters","under the License. \"\"\"shell tests.\"\"\" import mock import os import","either express or implied. # See the License for the","> /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \"\"\"Test remove with","# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or","result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def","self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \"dir\" > nul 2>&1')])","onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True))","python script.\"\"\" script_name = 'script.py' expected_command = 'python %s' %","2>&1')]) def test_remove_os_specific_non_windows(self): \"\"\"Test remove with os-specific command on non-windows.\"\"\"","test_remove_shutil_onerror(self): \"\"\"Test shutil invoking onerror.\"\"\" self.mock.exists.side_effect = [True, True, False]","def test_exception(self, mock_remove): # bypass pyfakefs's os.remove. os.remove = mock_remove","setUp(self): # FIXME: Add support for Windows. if not environment.is_posix():","test_remove_with_mkdir_error(self): \"\"\"Test remove when mkdir errors.\"\"\" self._test_remove_os_specific('LINUX', True, True) def","only supported on posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class","RemoveDirectoryTest(unittest.TestCase): \"\"\"Tests for remove_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir',","the correct commands to run files are returned.\"\"\" def call_and_assert_helper(self,","correct command returned for python script.\"\"\" script_name = 'script.py' expected_command","test_remove_shutil_success(self): \"\"\"Test remove with shutil.\"\"\" self.mock.exists.side_effect = [True, True, False]","import shell from tests.test_libs import helpers as test_helpers from tests.test_libs","binary (executable) file.\"\"\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name +=","self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \"\"\"Test correct command returned for python","script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \"\"\"Test correct launch command returned","a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 #","needs one.\"\"\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \"\"\"Test that None is","need one. We don't want empty string since this is","[mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror =","directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null","self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir',","1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \"\"\"Test that the","with os-specific command on windows.\"\"\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s","script_name) def test_binary(self): \"\"\"Test correct launch command returned for a","def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self)","-rf \"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect","\"\"\"Helper for testing removing dir with os-specific command.\"\"\" self.mock.platform.return_value =","get_execute_command on |file_to_execute| and assert result equal to |expected_command|.\"\"\" self.assertEqual(expected_command,","def test_remove_with_mkdir_error(self): \"\"\"Test remove when mkdir errors.\"\"\" self._test_remove_os_specific('LINUX', True, True)","when mkdir errors.\"\"\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \"\"\"Test remove","os.remove. os.remove = mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test')","for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \"\"\"Test remove.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='s')","self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \"\"\"Test that the correct interpreters to","expected_command = 'python %s' % script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self):","\"License\"); # you may not use this file except in","governing permissions and # limitations under the License. \"\"\"shell tests.\"\"\"","self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def","call_and_assert_helper(self, expected_command, file_to_execute): \"\"\"Call get_execute_command on |file_to_execute| and assert result","and # limitations under the License. \"\"\"shell tests.\"\"\" import mock","self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True)","distributed on an \"AS IS\" BASIS, # WITHOUT WARRANTIES OR","contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0)","import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for remove_empty_files.\"\"\" def setUp(self): #","# Copyright 2019 Google LLC # # Licensed under the","for get_directory_file_count.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_file_count.\"\"\" self.fs.CreateFile('/test/aa/bb.txt',","\"\"\"Test remove with shutil.\"\"\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir'))","0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_file_count.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self)","# distributed under the License is distributed on an \"AS","only applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \"\"\"Test remove.\"\"\"","# Unless required by applicable law or agreed to in","shell from tests.test_libs import helpers as test_helpers from tests.test_libs import","'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \"\"\"Tests for get_directory_file_count.\"\"\"","= 'python %s' % script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \"\"\"Test","os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'),","test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \"\"\"Tests for remove_empty_files.\"\"\" def setUp(self): # FIXME:","\"AS IS\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY","for Windows. if not environment.is_posix(): self.skipTest('Process tests are only applicable","platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \"\"\"Test remove.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='')","self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \"\"\"Test remove when mkdir errors.\"\"\"","\"dir\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \"\"\"Test remove","onerror.\"\"\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf","for remove_directory.\"\"\" def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system',","You may obtain a copy of the License at #","os.remove = mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt'))","def test(self): \"\"\"Test get_directory_size.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi')","\"\"\"Test get_directory_size.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t')","True, True) def test_remove_shutil_success(self): \"\"\"Test remove with shutil.\"\"\" self.mock.exists.side_effect =","'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate,","= mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)])","the Apache License, Version 2.0 (the \"License\"); # you may","import environment from system import shell from tests.test_libs import helpers","OSError() result = shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result)","if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir', recreate=recreate) if","get_directory_file_count.\"\"\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \"\"\"Test get_directory_file_count.\"\"\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc')","remove with os-specific command on windows.\"\"\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd"],"string":"[\n \"self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm\",\n \"posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for\",\n \"script_name = 'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def\",\n \"for a file that needs one.\\\"\\\"\\\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self):\",\n \"get_non_interpreter_file_test(self): \\\"\\\"\\\"Test that None is returned for a file that\",\n \"self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count)\",\n \"2.0 (the \\\"License\\\"); # you may not use this file\",\n \"mock_remove): # bypass pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect =\",\n \"file_to_execute): \\\"\\\"\\\"Call get_execute_command on |file_to_execute| and assert result equal to\",\n \"def call_and_assert_helper(self, expected_command, file_to_execute): \\\"\\\"\\\"Call get_execute_command on |file_to_execute| and assert\",\n \"contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='')\",\n \"\\\"\\\"\\\"Tests for remove_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists',\",\n \"[mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self):\",\n \"False, False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir',\",\n \"True) def test_remove_shutil_success(self): \\\"\\\"\\\"Test remove with shutil.\\\"\\\"\\\" self.mock.exists.side_effect = [True,\",\n \"[mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf\",\n \"command returned for a binary (executable) file.\\\"\\\"\\\" executable_name = 'executable'\",\n \"remove with os-specific command on non-windows.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls(\",\n \"test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed\",\n \"class WhichTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for which (shutil.which).\\\"\\\"\\\" def setUp(self): # FIXME:\",\n \"of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless\",\n \"test_remove(self): \\\"\\\"\\\"Test remove.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt',\",\n \"= 'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self):\",\n \"correct interpreters to execute a file are returned.\\\"\\\"\\\" def get_interpreted_file_test(self):\",\n \"contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \\\"\\\"\\\"Tests for remove_directory.\\\"\\\"\\\" def setUp(self):\",\n \"Windows. if not environment.is_posix(): self.skipTest('Process tests are only applicable for\",\n \"test(self): \\\"\\\"\\\"Test get_directory_file_count.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt',\",\n \"test_utils.set_up_pyfakefs(self) def test_remove(self): \\\"\\\"\\\"Test remove.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt',\",\n \"contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class\",\n \"class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_size.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self):\",\n \"GetExecuteCommand(unittest.TestCase): \\\"\\\"\\\"Test that the correct commands to run files are\",\n \"self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else:\",\n \"but fails.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed\",\n \"'script.py' expected_command = 'python %s' % script_name self.call_and_assert_helper(expected_command, script_name) def\",\n \"contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt')\",\n \"on |file_to_execute| and assert result equal to |expected_command|.\\\"\\\"\\\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute))\",\n \"use this file except in compliance with the License. #\",\n \"self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4)\",\n \"self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_size.\\\"\\\"\\\" def\",\n \"as expected.\\\"\\\"\\\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt',\",\n \"RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for remove_empty_files.\\\"\\\"\\\" def setUp(self): # FIXME: Add support\",\n \"self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \\\"\\\"\\\"Test that the correct commands\",\n \"executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \\\"\\\"\\\"Test that\",\n \"the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required\",\n \"self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh'))\",\n \"self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'),\",\n \"License. # You may obtain a copy of the License\",\n \"onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn,\",\n \"test_remove_os_specific_windows(self): \\\"\\\"\\\"Test remove with os-specific command on windows.\\\"\\\"\\\" self._test_remove_os_specific('WINDOWS', True,\",\n \"/dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True,\",\n \"self.mock.system.assert_has_calls([mock.call('rd /s /q \\\"dir\\\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self): \\\"\\\"\\\"Test\",\n \"def test(self): \\\"\\\"\\\"Test clear_system_temp_directory works as expected.\\\"\\\"\\\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt',\",\n \"setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_size.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def')\",\n \"for which (shutil.which).\\\"\\\"\\\" def setUp(self): # FIXME: Add support for\",\n \"[mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self):\",\n \"def test_remove_os_specific_non_windows(self): \\\"\\\"\\\"Test remove with os-specific command on non-windows.\\\"\\\"\\\" self._test_remove_os_specific('LINUX',\",\n \"under the License is distributed on an \\\"AS IS\\\" BASIS,\",\n \"License for the specific language governing permissions and # limitations\",\n \"command on windows.\\\"\\\"\\\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \\\"dir\\\"\",\n \"test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree',\",\n \"%s' % script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \\\"\\\"\\\"Test correct launch\",\n \"\\\"\\\"\\\"Test correct launch command returned for a binary (executable) file.\\\"\\\"\\\"\",\n \"= shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result)\",\n \"self.skipTest('Process tests are only applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def\",\n \"mkdir errors.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \\\"\\\"\\\"Test remove with\",\n \"posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \\\"\\\"\\\"Test remove.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt',\",\n \"\\\"\\\"\\\"Test that None is returned for a file that doesn't\",\n \"def test_binary(self): \\\"\\\"\\\"Test correct launch command returned for a binary\",\n \"def test_remove_shutil_success(self): \\\"\\\"\\\"Test remove with shutil.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True,\",\n \"import helpers as test_helpers from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase):\",\n \"def test_remove_shutil_failure(self): \\\"\\\"\\\"Test remove with shutil but fails.\\\"\\\"\\\" self.mock.exists.side_effect =\",\n \"for clear_system_temp_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value =\",\n \"self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls(\",\n \"mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase):\",\n \"'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform,\",\n \"shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt')\",\n \"if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \\\"\\\"\\\"Test remove with\",\n \"in compliance with the License. # You may obtain a\",\n \"[mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self):\",\n \"contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_size.\\\"\\\"\\\" def setUp(self):\",\n \"software # distributed under the License is distributed on an\",\n \"for remove_empty_files.\\\"\\\"\\\" def setUp(self): # FIXME: Add support for Windows.\",\n \"returned for a file that doesn't need one. We don't\",\n \"self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test clear_system_temp_directory works as\",\n \"def test_remove(self): \\\"\\\"\\\"Test remove.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s')\",\n \"self.mock.exists.side_effect = [True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError()\",\n \"/q \\\"dir\\\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self): \\\"\\\"\\\"Test remove with\",\n \"self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt'))\",\n \"to |expected_command|.\\\"\\\"\\\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \\\"\\\"\\\"Test correct command returned\",\n \"that doesn't need one. We don't want empty string since\",\n \"GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_file_count.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test\",\n \"launch command returned for a binary (executable) file.\\\"\\\"\\\" executable_name =\",\n \"= 'script.py' expected_command = 'python %s' % script_name self.call_and_assert_helper(expected_command, script_name)\",\n \"test is only supported on posix platforms.') def test(self): self.assertEqual('/bin/ls',\",\n \"/dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock()\",\n \"a file that doesn't need one. We don't want empty\",\n \"self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir',\",\n \"True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count)\",\n \"test(self): \\\"\\\"\\\"Test get_directory_size.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt',\",\n \"remove with shutil but fails.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, True]\",\n \"class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_file_count.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self):\",\n \"self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not\",\n \"self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)])\",\n \"0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \\\"\\\"\\\"Test\",\n \"> /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn =\",\n \"Windows. if not environment.is_posix(): self.skipTest('Which test is only supported on\",\n \"# limitations under the License. \\\"\\\"\\\"shell tests.\\\"\\\"\\\" import mock import\",\n \"to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\"\",\n \"self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase):\",\n \"\\\"dir\\\" > /dev/null 2>&1')]) def test_remove_without_recreate(self): \\\"\\\"\\\"Test remove without recreate.\\\"\\\"\\\"\",\n \"expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \\\"\\\"\\\"Test correct\",\n \"test_standard_script(self): \\\"\\\"\\\"Test correct command returned for python script.\\\"\\\"\\\" script_name =\",\n \"self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \\\"\\\"\\\"Test that None is returned for\",\n \"def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \\\"\\\"\\\"Helper for testing removing dir\",\n \"\\\"\\\"\\\"Call get_execute_command on |file_to_execute| and assert result equal to |expected_command|.\\\"\\\"\\\"\",\n \"OF ANY KIND, either express or implied. # See the\",\n \"WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\",\n \"True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0,\",\n \"ANY KIND, either express or implied. # See the License\",\n \"See the License for the specific language governing permissions and\",\n \"the License. # You may obtain a copy of the\",\n \"at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable\",\n \"for the specific language governing permissions and # limitations under\",\n \"> /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \\\"\\\"\\\"Test shutil invoking\",\n \"fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class\",\n \"to in writing, software # distributed under the License is\",\n \"-rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \\\"\\\"\\\"Test\",\n \"def test_remove_without_recreate(self): \\\"\\\"\\\"Test remove without recreate.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', False, True) def\",\n \"shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \\\"\\\"\\\"Test that None is returned for a\",\n \"# See the License for the specific language governing permissions\",\n \"files are returned.\\\"\\\"\\\" def call_and_assert_helper(self, expected_command, file_to_execute): \\\"\\\"\\\"Call get_execute_command on\",\n \"= [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" >\",\n \"or agreed to in writing, software # distributed under the\",\n \"= platform self.mock.exists.side_effect = [True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect\",\n \"script_name = 'script.py' expected_command = 'python %s' % script_name self.call_and_assert_helper(expected_command,\",\n \"required by applicable law or agreed to in writing, software\",\n \"clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" >\",\n \"script.\\\"\\\"\\\" script_name = 'script.py' expected_command = 'python %s' % script_name\",\n \"unittest from pyfakefs import fake_filesystem_unittest from system import environment from\",\n \"BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either\",\n \"2>&1')]) def test_remove_without_recreate(self): \\\"\\\"\\\"Test remove without recreate.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', False, True)\",\n \"a binary (executable) file.\\\"\\\"\\\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name\",\n \"with the License. # You may obtain a copy of\",\n \"self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \\\"\\\"\\\"Tests for remove_directory.\\\"\\\"\\\" def\",\n \"os-specific command.\\\"\\\"\\\" self.mock.platform.return_value = platform self.mock.exists.side_effect = [True, False, False]\",\n \"self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\"\",\n \"with os-specific command.\\\"\\\"\\\" self.mock.platform.return_value = platform self.mock.exists.side_effect = [True, False,\",\n \"remove without recreate.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \\\"\\\"\\\"Test remove\",\n \"LLC # # Licensed under the Apache License, Version 2.0\",\n \"remove_empty_files.\\\"\\\"\\\" def setUp(self): # FIXME: Add support for Windows. if\",\n \"[True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null\",\n \"self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10)\",\n \"compliance with the License. # You may obtain a copy\",\n \"agreed to in writing, software # distributed under the License\",\n \"\\\"\\\"\\\"Test remove with os-specific command on windows.\\\"\\\"\\\" self._test_remove_os_specific('WINDOWS', True, False)\",\n \"\\\"\\\"\\\"Test correct launch command returned for Java class.\\\"\\\"\\\" script_name =\",\n \"self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for which (shutil.which).\\\"\\\"\\\"\",\n \"result equal to |expected_command|.\\\"\\\"\\\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \\\"\\\"\\\"Test correct\",\n \"self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for\",\n \"distributed under the License is distributed on an \\\"AS IS\\\"\",\n \"-rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \\\"\\\"\\\"Test\",\n \"self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')])\",\n \"contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for which (shutil.which).\\\"\\\"\\\" def\",\n \"executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name)\",\n \"remove when mkdir errors.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \\\"\\\"\\\"Test\",\n \"def test_remove_shutil_onerror(self): \\\"\\\"\\\"Test shutil invoking onerror.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True,\",\n \"express or implied. # See the License for the specific\",\n \"self.call_and_assert_helper(expected_command, script_name) def test_java(self): \\\"\\\"\\\"Test correct launch command returned for\",\n \"except in compliance with the License. # You may obtain\",\n \"def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for clear_system_temp_directory.\\\"\\\"\\\" def\",\n \"correct interpreter is returned for a file that needs one.\\\"\\\"\\\"\",\n \"'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \\\"\\\"\\\"Helper for testing\",\n \"Licensed under the Apache License, Version 2.0 (the \\\"License\\\"); #\",\n \"to execute a file are returned.\\\"\\\"\\\" def get_interpreted_file_test(self): \\\"\\\"\\\"Test correct\",\n \"not use this file except in compliance with the License.\",\n \"test_remove_os_specific_non_windows(self): \\\"\\\"\\\"Test remove with os-specific command on non-windows.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True,\",\n \"self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to\",\n \"fake_filesystem_unittest from system import environment from system import shell from\",\n \"\\\"\\\"\\\"Test get_directory_file_count.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t')\",\n \"writing, software # distributed under the License is distributed on\",\n \"expected_command, file_to_execute): \\\"\\\"\\\"Call get_execute_command on |file_to_execute| and assert result equal\",\n \"setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn',\",\n \"you may not use this file except in compliance with\",\n \"for get_directory_size.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_size.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt',\",\n \"# Licensed under the Apache License, Version 2.0 (the \\\"License\\\");\",\n \"assert result equal to |expected_command|.\\\"\\\"\\\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \\\"\\\"\\\"Test\",\n \"class GetExecuteCommand(unittest.TestCase): \\\"\\\"\\\"Test that the correct commands to run files\",\n \"self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect =\",\n \"def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_file_count.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt',\",\n \"_test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \\\"\\\"\\\"Helper for testing removing dir with\",\n \"self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \\\"\\\"\\\"Test correct launch command returned for\",\n \"self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt'))\",\n \"returned for Java class.\\\"\\\"\\\" script_name = 'javaclassfile.class' expected_command = 'java\",\n \"self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \\\"\\\"\\\"Test\",\n \"@mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): # bypass pyfakefs's os.remove. os.remove\",\n \"get_directory_size.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'),\",\n \"/s /q \\\"dir\\\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self): \\\"\\\"\\\"Test remove\",\n \"self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \\\"\\\"\\\"Test shutil invoking onerror.\\\"\\\"\\\" self.mock.exists.side_effect =\",\n \"'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \\\"\\\"\\\"Helper\",\n \"dir with os-specific command.\\\"\\\"\\\" self.mock.platform.return_value = platform self.mock.exists.side_effect = [True,\",\n \"to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\"\",\n \"-rf \\\"dir\\\" > /dev/null 2>&1')]) def test_remove_without_recreate(self): \\\"\\\"\\\"Test remove without\",\n \"test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test clear_system_temp_directory works as expected.\\\"\\\"\\\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc')\",\n \"self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_file_count.\\\"\\\"\\\" def setUp(self):\",\n \"CONDITIONS OF ANY KIND, either express or implied. # See\",\n \"self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for clear_system_temp_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self,\",\n \"self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt',\",\n \"recreate, raise_mkdir_error): \\\"\\\"\\\"Helper for testing removing dir with os-specific command.\\\"\\\"\\\"\",\n \"for python script.\\\"\\\"\\\" script_name = 'script.py' expected_command = 'python %s'\",\n \"shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for clear_system_temp_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [\",\n \"'python %s' % script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \\\"\\\"\\\"Test correct\",\n \"is distributed on an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES\",\n \"= [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory\",\n \"remove_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform',\",\n \"directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null\",\n \"recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \\\"\\\"\\\"Test remove with os-specific\",\n \"invoking onerror.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm\",\n \"\\\"\\\"\\\"Tests for which (shutil.which).\\\"\\\"\\\" def setUp(self): # FIXME: Add support\",\n \"without recreate.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \\\"\\\"\\\"Test remove when\",\n \"get_interpreted_file_test(self): \\\"\\\"\\\"Test correct interpreter is returned for a file that\",\n \"We don't want empty string since this is easier to\",\n \"True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')])\",\n \"self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \\\"\\\"\\\"Test that the correct commands to run\",\n \"class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for remove_empty_files.\\\"\\\"\\\" def setUp(self): # FIXME: Add\",\n \"from system import environment from system import shell from tests.test_libs\",\n \"else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self):\",\n \"True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) def\",\n \"test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_file_count.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt',\",\n \"executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \\\"\\\"\\\"Test that the\",\n \"GetInterpreter(object): \\\"\\\"\\\"Test that the correct interpreters to execute a file\",\n \"/dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \\\"\\\"\\\"Test shutil invoking onerror.\\\"\\\"\\\"\",\n \"self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \\\"\\\"\\\"Test\",\n \"ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_file_count.\\\"\\\"\\\" def\",\n \"fake_fn = mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child',\",\n \"2019 Google LLC # # Licensed under the Apache License,\",\n \"import mock import os import unittest from pyfakefs import fake_filesystem_unittest\",\n \"commands to run files are returned.\\\"\\\"\\\" def call_and_assert_helper(self, expected_command, file_to_execute):\",\n \"file.\\\"\\\"\\\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name,\",\n \"on non-windows.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" >\",\n \"True) def test_remove_with_mkdir_error(self): \\\"\\\"\\\"Test remove when mkdir errors.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True,\",\n \"dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')])\",\n \"\\\"\\\"\\\"Tests for remove_empty_files.\\\"\\\"\\\" def setUp(self): # FIXME: Add support for\",\n \"if not environment.is_posix(): self.skipTest('Which test is only supported on posix\",\n \"command on non-windows.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\"\",\n \"\\\"\\\"\\\"Tests for get_directory_size.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_size.\\\"\\\"\\\"\",\n \"OR CONDITIONS OF ANY KIND, either express or implied. #\",\n \"the correct interpreters to execute a file are returned.\\\"\\\"\\\" def\",\n \"contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests\",\n \"non-windows.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null\",\n \"is returned for a file that needs one.\\\"\\\"\\\" self.assertEqual('python', shell.get_interpreter('run.py'))\",\n \"empty string since this is easier to than None. \\\"\\\"\\\"\",\n \"the License is distributed on an \\\"AS IS\\\" BASIS, #\",\n \"test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove):\",\n \"fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_file_count.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def\",\n \"else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \\\"\\\"\\\"Test remove with os-specific command on\",\n \"self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \\\"\\\"\\\"Test remove with shutil but fails.\\\"\\\"\\\"\",\n \"> /dev/null 2>&1')]) def test_remove_without_recreate(self): \\\"\\\"\\\"Test remove without recreate.\\\"\\\"\\\" self._test_remove_os_specific('LINUX',\",\n \"2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True]\",\n \"self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class\",\n \"\\\"\\\"\\\"Test remove when mkdir errors.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self):\",\n \"self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt',\",\n \"'/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt'))\",\n \"that the correct interpreters to execute a file are returned.\\\"\\\"\\\"\",\n \"\\\"\\\"\\\"Test that the correct commands to run files are returned.\\\"\\\"\\\"\",\n \"self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) def test_remove_without_recreate(self): \\\"\\\"\\\"Test\",\n \"contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): # bypass\",\n \"command.\\\"\\\"\\\" self.mock.platform.return_value = platform self.mock.exists.side_effect = [True, False, False] if\",\n \"self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_size.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self)\",\n \"[mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf\",\n \"self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)])\",\n \"'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error):\",\n \"GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_size.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test\",\n \"with shutil.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm\",\n \"[True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result =\",\n \"that needs one.\\\"\\\"\\\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \\\"\\\"\\\"Test that None\",\n \"law or agreed to in writing, software # distributed under\",\n \"platform, recreate, raise_mkdir_error): \\\"\\\"\\\"Helper for testing removing dir with os-specific\",\n \"correct launch command returned for Java class.\\\"\\\"\\\" script_name = 'javaclassfile.class'\",\n \"windows.\\\"\\\"\\\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \\\"dir\\\" > nul\",\n \"script_name) def test_java(self): \\\"\\\"\\\"Test correct launch command returned for Java\",\n \"# FIXME: Add support for Windows. if not environment.is_posix(): self.skipTest('Which\",\n \"works as expected.\\\"\\\"\\\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated')\",\n \"shutil but fails.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls(\",\n \"ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for clear_system_temp_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ])\",\n \"test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self):\",\n \"self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \\\"\\\"\\\"Test that the correct\",\n \"returned for a file that needs one.\\\"\\\"\\\" self.assertEqual('python', shell.get_interpreter('run.py')) def\",\n \"import unittest from pyfakefs import fake_filesystem_unittest from system import environment\",\n \"contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class\",\n \"test_remove_without_recreate(self): \\\"\\\"\\\"Test remove without recreate.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self):\",\n \"4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_size.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def\",\n \"\\\"\\\"\\\"Test remove with os-specific command on non-windows.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, False)\",\n \"\\\"\\\"\\\"Test remove.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='')\",\n \"are returned.\\\"\\\"\\\" def call_and_assert_helper(self, expected_command, file_to_execute): \\\"\\\"\\\"Call get_execute_command on |file_to_execute|\",\n \"tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for remove_empty_files.\\\"\\\"\\\" def setUp(self):\",\n \"tests are only applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self):\",\n \"mock import os import unittest from pyfakefs import fake_filesystem_unittest from\",\n \"from tests.test_libs import helpers as test_helpers from tests.test_libs import test_utils\",\n \"may obtain a copy of the License at # #\",\n \"are only applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \\\"\\\"\\\"Test\",\n \"class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for clear_system_temp_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir',\",\n \"os-specific command on non-windows.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm -rf\",\n \"+= '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \\\"\\\"\\\"Test that the correct\",\n \"os-specific command on windows.\\\"\\\"\\\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q\",\n \"don't want empty string since this is easier to than\",\n \"which (shutil.which).\\\"\\\"\\\" def setUp(self): # FIXME: Add support for Windows.\",\n \"environment.is_posix(): self.skipTest('Process tests are only applicable for posix platforms.') test_utils.set_up_pyfakefs(self)\",\n \"False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir', recreate=recreate)\",\n \"\\\"\\\"\\\"Test clear_system_temp_directory works as expected.\\\"\\\"\\\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg')\",\n \"IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,\",\n \"self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \\\"\\\"\\\"Test remove with shutil.\\\"\\\"\\\" self.mock.exists.side_effect\",\n \"returned for a binary (executable) file.\\\"\\\"\\\" executable_name = 'executable' self.call_and_assert_helper(executable_name,\",\n \"\\\"\\\"\\\"Test remove without recreate.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \\\"\\\"\\\"Test\",\n \"self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase):\",\n \"'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self,\",\n \"may not use this file except in compliance with the\",\n \"system import environment from system import shell from tests.test_libs import\",\n \"for Windows. if not environment.is_posix(): self.skipTest('Which test is only supported\",\n \"recreate.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \\\"\\\"\\\"Test remove when mkdir\",\n \"WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or\",\n \"False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir',\",\n \"def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls(\",\n \"this file except in compliance with the License. # You\",\n \"Add support for Windows. if not environment.is_posix(): self.skipTest('Process tests are\",\n \"equal to |expected_command|.\\\"\\\"\\\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \\\"\\\"\\\"Test correct command\",\n \"os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt'))\",\n \"def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error',\",\n \"supported on posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase):\",\n \"not environment.is_posix(): self.skipTest('Process tests are only applicable for posix platforms.')\",\n \"nul 2>&1')]) def test_remove_os_specific_non_windows(self): \\\"\\\"\\\"Test remove with os-specific command on\",\n \"environment from system import shell from tests.test_libs import helpers as\",\n \"autospec=True) def test_exception(self, mock_remove): # bypass pyfakefs's os.remove. os.remove =\",\n \"# # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law\",\n \"# # Licensed under the Apache License, Version 2.0 (the\",\n \"file except in compliance with the License. # You may\",\n \"on an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS\",\n \"= [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear\",\n \"\\\"\\\"\\\"Tests for get_directory_file_count.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_file_count.\\\"\\\"\\\"\",\n \"helpers as test_helpers from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests\",\n \"removing dir with os-specific command.\\\"\\\"\\\" self.mock.platform.return_value = platform self.mock.exists.side_effect =\",\n \"pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='')\",\n \"clear_system_temp_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp'\",\n \"True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0,\",\n \"permissions and # limitations under the License. \\\"\\\"\\\"shell tests.\\\"\\\"\\\" import\",\n \"]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \\\"\\\"\\\"Helper for testing removing\",\n \"\\\"\\\"\\\"Test shutil invoking onerror.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir'))\",\n \"# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express\",\n \"\\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect =\",\n \"self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove',\",\n \"self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \\\"\\\"\\\"Test remove with os-specific command\",\n \"one. We don't want empty string since this is easier\",\n \"a file are returned.\\\"\\\"\\\" def get_interpreted_file_test(self): \\\"\\\"\\\"Test correct interpreter is\",\n \"test_binary(self): \\\"\\\"\\\"Test correct launch command returned for a binary (executable)\",\n \"self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror\",\n \"class RemoveDirectoryTest(unittest.TestCase): \\\"\\\"\\\"Tests for remove_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'os.chmod',\",\n \"/dev/null 2>&1')]) def test_remove_without_recreate(self): \\\"\\\"\\\"Test remove without recreate.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', False,\",\n \"|expected_command|.\\\"\\\"\\\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \\\"\\\"\\\"Test correct command returned for\",\n \"as test_helpers from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for\",\n \"if recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate:\",\n \"pyfakefs import fake_filesystem_unittest from system import environment from system import\",\n \"contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt'))\",\n \"contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_size.\\\"\\\"\\\"\",\n \"self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): #\",\n \"= 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \\\"\\\"\\\"Test correct launch\",\n \"FIXME: Add support for Windows. if not environment.is_posix(): self.skipTest('Process tests\",\n \"test_java(self): \\\"\\\"\\\"Test correct launch command returned for Java class.\\\"\\\"\\\" script_name\",\n \"recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if\",\n \"for a binary (executable) file.\\\"\\\"\\\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name)\",\n \"def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self,\",\n \"launch command returned for Java class.\\\"\\\"\\\" script_name = 'javaclassfile.class' expected_command\",\n \"limitations under the License. \\\"\\\"\\\"shell tests.\\\"\\\"\\\" import mock import os\",\n \"License. \\\"\\\"\\\"shell tests.\\\"\\\"\\\" import mock import os import unittest from\",\n \"for Java class.\\\"\\\"\\\" script_name = 'javaclassfile.class' expected_command = 'java javaclassfile'\",\n \"[True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')])\",\n \"contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for which\",\n \"http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed\",\n \"contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt'))\",\n \"shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([])\",\n \"'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate, raise_mkdir_error): \\\"\\\"\\\"Helper for\",\n \"def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_size.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt',\",\n \"platform self.mock.exists.side_effect = [True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect =\",\n \"onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for\",\n \"get_directory_size.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_size.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc')\",\n \"self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \\\"\\\"\\\"Tests for remove_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [\",\n \"or implied. # See the License for the specific language\",\n \"False) self.mock.system.assert_has_calls([mock.call('rd /s /q \\\"dir\\\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self):\",\n \"= '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test clear_system_temp_directory works as expected.\\\"\\\"\\\"\",\n \"KIND, either express or implied. # See the License for\",\n \"specific language governing permissions and # limitations under the License.\",\n \"on posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests\",\n \"'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \\\"\\\"\\\"Test correct launch command\",\n \"self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \\\"\\\"\\\"Test remove with os-specific command on windows.\\\"\\\"\\\"\",\n \"from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for remove_empty_files.\\\"\\\"\\\" def\",\n \"mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \\\"\\\"\\\"Tests\",\n \"fails.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to\",\n \"\\\"\\\"\\\"Test correct interpreter is returned for a file that needs\",\n \"None is returned for a file that doesn't need one.\",\n \"doesn't need one. We don't want empty string since this\",\n \"License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by\",\n \"result = shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result) else:\",\n \"ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls(\",\n \"test_remove_shutil_failure(self): \\\"\\\"\\\"Test remove with shutil but fails.\\\"\\\"\\\" self.mock.exists.side_effect = [True,\",\n \"self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase):\",\n \"shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): # bypass pyfakefs's\",\n \"import os import unittest from pyfakefs import fake_filesystem_unittest from system\",\n \"def test(self): \\\"\\\"\\\"Test get_directory_file_count.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi')\",\n \"with os-specific command on non-windows.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, False) self.mock.system.assert_has_calls( [mock.call('rm\",\n \"self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt'))\",\n \"want empty string since this is easier to than None.\",\n \"os import unittest from pyfakefs import fake_filesystem_unittest from system import\",\n \"= self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child',\",\n \"\\\"\\\"\\\"Test correct command returned for python script.\\\"\\\"\\\" script_name = 'script.py'\",\n \"(the \\\"License\\\"); # you may not use this file except\",\n \"> nul 2>&1')]) def test_remove_os_specific_non_windows(self): \\\"\\\"\\\"Test remove with os-specific command\",\n \"clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" >\",\n \"|file_to_execute| and assert result equal to |expected_command|.\\\"\\\"\\\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def\",\n \"self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'), 4) class GetDirectorySizeTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for\",\n \"# you may not use this file except in compliance\",\n \"Add support for Windows. if not environment.is_posix(): self.skipTest('Which test is\",\n \"\\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn\",\n \"contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests\",\n \"javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \\\"\\\"\\\"Test correct launch command returned\",\n \"'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name) def test_binary(self): \\\"\\\"\\\"Test\",\n \"self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir')) self.mock.log_error.assert_has_calls( [mock.call('Failed to clear\",\n \"> /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True,\",\n \"on windows.\\\"\\\"\\\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \\\"dir\\\" >\",\n \"for testing removing dir with os-specific command.\\\"\\\"\\\" self.mock.platform.return_value = platform\",\n \"def test_java(self): \\\"\\\"\\\"Test correct launch command returned for Java class.\\\"\\\"\\\"\",\n \"-rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror']\",\n \"WhichTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for which (shutil.which).\\\"\\\"\\\" def setUp(self): # FIXME: Add\",\n \"not environment.is_posix(): self.skipTest('Which test is only supported on posix platforms.')\",\n \"'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def\",\n \"are returned.\\\"\\\"\\\" def get_interpreted_file_test(self): \\\"\\\"\\\"Test correct interpreter is returned for\",\n \"[mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) def test_remove_without_recreate(self): \\\"\\\"\\\"Test remove\",\n \"onerror=mock.ANY)]) def test_remove_shutil_failure(self): \\\"\\\"\\\"Test remove with shutil but fails.\\\"\\\"\\\" self.mock.exists.side_effect\",\n \"setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def\",\n \"10) class WhichTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for which (shutil.which).\\\"\\\"\\\" def setUp(self): #\",\n \"environment.is_posix(): self.skipTest('Which test is only supported on posix platforms.') def\",\n \"# # Unless required by applicable law or agreed to\",\n \"True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')])\",\n \"def setUp(self): # FIXME: Add support for Windows. if not\",\n \"= 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class\",\n \"shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \\\"\\\"\\\"Tests for remove_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self,\",\n \"correct launch command returned for a binary (executable) file.\\\"\\\"\\\" executable_name\",\n \"obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0\",\n \"returned for python script.\\\"\\\"\\\" script_name = 'script.py' expected_command = 'python\",\n \"Version 2.0 (the \\\"License\\\"); # you may not use this\",\n \"import fake_filesystem_unittest from system import environment from system import shell\",\n \"\\\"dir\\\" > nul 2>&1')]) def test_remove_os_specific_non_windows(self): \\\"\\\"\\\"Test remove with os-specific\",\n \"shutil invoking onerror.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls(\",\n \"self.skipTest('Which test is only supported on posix platforms.') def test(self):\",\n \"remove with shutil.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls(\",\n \"OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests\",\n \"def get_interpreted_file_test(self): \\\"\\\"\\\"Test correct interpreter is returned for a file\",\n \"execute a file are returned.\\\"\\\"\\\" def get_interpreted_file_test(self): \\\"\\\"\\\"Test correct interpreter\",\n \"False, True) def test_remove_with_mkdir_error(self): \\\"\\\"\\\"Test remove when mkdir errors.\\\"\\\"\\\" self._test_remove_os_specific('LINUX',\",\n \"(shutil.which).\\\"\\\"\\\" def setUp(self): # FIXME: Add support for Windows. if\",\n \"implied. # See the License for the specific language governing\",\n \"self.mock.platform.return_value = platform self.mock.exists.side_effect = [True, False, False] if raise_mkdir_error:\",\n \"2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \\\"\\\"\\\"Test shutil invoking onerror.\\\"\\\"\\\" self.mock.exists.side_effect\",\n \"under the Apache License, Version 2.0 (the \\\"License\\\"); # you\",\n \"self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated',\",\n \"2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect\",\n \"def test_remove_os_specific_windows(self): \\\"\\\"\\\"Test remove with os-specific command on windows.\\\"\\\"\\\" self._test_remove_os_specific('WINDOWS',\",\n \"bypass pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt',\",\n \"file are returned.\\\"\\\"\\\" def get_interpreted_file_test(self): \\\"\\\"\\\"Test correct interpreter is returned\",\n \"by applicable law or agreed to in writing, software #\",\n \"[True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True)) self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory\",\n \"executable_name) class GetInterpreter(object): \\\"\\\"\\\"Test that the correct interpreters to execute\",\n \"'/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1)\",\n \"platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for clear_system_temp_directory.\\\"\\\"\\\"\",\n \"contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self):\",\n \"from system import shell from tests.test_libs import helpers as test_helpers\",\n \"= OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase):\",\n \"errors.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \\\"\\\"\\\"Test remove with shutil.\\\"\\\"\\\"\",\n \"support for Windows. if not environment.is_posix(): self.skipTest('Which test is only\",\n \"class GetInterpreter(object): \\\"\\\"\\\"Test that the correct interpreters to execute a\",\n \"command returned for python script.\\\"\\\"\\\" script_name = 'script.py' expected_command =\",\n \"= OSError() result = shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error,\",\n \"file that needs one.\\\"\\\"\\\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \\\"\\\"\\\"Test that\",\n \"self.mock.log_warn.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm\",\n \"interpreter is returned for a file that needs one.\\\"\\\"\\\" self.assertEqual('python',\",\n \"= mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class\",\n \"False) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) def test_remove_without_recreate(self):\",\n \"returned.\\\"\\\"\\\" def get_interpreted_file_test(self): \\\"\\\"\\\"Test correct interpreter is returned for a\",\n \"self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \\\"\\\"\\\"Test that the correct commands to\",\n \"2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \\\"\\\"\\\"Test remove with shutil but\",\n \"self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)])\",\n \"[ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test\",\n \"Copyright 2019 Google LLC # # Licensed under the Apache\",\n \"test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for clear_system_temp_directory.\\\"\\\"\\\" def setUp(self):\",\n \"is only supported on posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls'))\",\n \"run files are returned.\\\"\\\"\\\" def call_and_assert_helper(self, expected_command, file_to_execute): \\\"\\\"\\\"Call get_execute_command\",\n \"recreate: self.assertEqual(not raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')])\",\n \"testing removing dir with os-specific command.\\\"\\\"\\\" self.mock.platform.return_value = platform self.mock.exists.side_effect\",\n \"# FIXME: Add support for Windows. if not environment.is_posix(): self.skipTest('Process\",\n \"self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp'))\",\n \"interpreters to execute a file are returned.\\\"\\\"\\\" def get_interpreted_file_test(self): \\\"\\\"\\\"Test\",\n \"remove.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test')\",\n \"that None is returned for a file that doesn't need\",\n \"self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def test_remove_os_specific_windows(self): \\\"\\\"\\\"Test remove\",\n \"a file that needs one.\\\"\\\"\\\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \\\"\\\"\\\"Test\",\n \"from pyfakefs import fake_filesystem_unittest from system import environment from system\",\n \"applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \\\"\\\"\\\"Test remove.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt',\",\n \"an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF\",\n \"Unless required by applicable law or agreed to in writing,\",\n \"self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError())\",\n \"shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg'))\",\n \"the specific language governing permissions and # limitations under the\",\n \"def get_non_interpreter_file_test(self): \\\"\\\"\\\"Test that None is returned for a file\",\n \"system import shell from tests.test_libs import helpers as test_helpers from\",\n \"with shutil but fails.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir'))\",\n \"Java class.\\\"\\\"\\\" script_name = 'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command,\",\n \"shutil.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf\",\n \"applicable law or agreed to in writing, software # distributed\",\n \"expected.\\\"\\\"\\\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz')\",\n \"'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object):\",\n \"correct commands to run files are returned.\\\"\\\"\\\" def call_and_assert_helper(self, expected_command,\",\n \"for a file that doesn't need one. We don't want\",\n \"test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_size.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt',\",\n \"test(self): \\\"\\\"\\\"Test clear_system_temp_directory works as expected.\\\"\\\"\\\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def')\",\n \"contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii')\",\n \"raise_mkdir_error): \\\"\\\"\\\"Helper for testing removing dir with os-specific command.\\\"\\\"\\\" self.mock.platform.return_value\",\n \"if not environment.is_posix(): self.skipTest('Process tests are only applicable for posix\",\n \"]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test clear_system_temp_directory works\",\n \"clear_system_temp_directory works as expected.\\\"\\\"\\\" self.fs.CreateFile('/tmp/aa/bb.txt', contents='abc') self.fs.CreateFile('/tmp/cc/dd/ee.txt', contents='def') self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh')\",\n \"\\\"\\\"\\\"Test that the correct interpreters to execute a file are\",\n \"Google LLC # # Licensed under the Apache License, Version\",\n \"tests.\\\"\\\"\\\" import mock import os import unittest from pyfakefs import\",\n \"in writing, software # distributed under the License is distributed\",\n \"raise_mkdir_error, result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([])\",\n \"= [True, False, False] if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result\",\n \"/dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \\\"\\\"\\\"Test remove with shutil\",\n \"language governing permissions and # limitations under the License. \\\"\\\"\\\"shell\",\n \"= OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \\\"\\\"\\\"Tests for\",\n \"mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')])\",\n \"self.assertEqual(shell.get_directory_size('/test/aa'), 10) class WhichTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for which (shutil.which).\\\"\\\"\\\" def setUp(self):\",\n \"to run files are returned.\\\"\\\"\\\" def call_and_assert_helper(self, expected_command, file_to_execute): \\\"\\\"\\\"Call\",\n \"self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated'))\",\n \"self.fs.CreateFile('/test/aa/aa/dd.txt', contents='s') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/bb.txt')) self.assertTrue(os.path.exists('/test/aa/aa/dd.txt')) self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def\",\n \"returned.\\\"\\\"\\\" def call_and_assert_helper(self, expected_command, file_to_execute): \\\"\\\"\\\"Call get_execute_command on |file_to_execute| and\",\n \"self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def\",\n \"def test_standard_script(self): \\\"\\\"\\\"Test correct command returned for python script.\\\"\\\"\\\" script_name\",\n \"[ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ])\",\n \"\\\"\\\"\\\"Test remove with shutil but fails.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True,\",\n \"command returned for Java class.\\\"\\\"\\\" script_name = 'javaclassfile.class' expected_command =\",\n \"True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \\\"dir\\\" > nul 2>&1')]) def\",\n \"that the correct commands to run files are returned.\\\"\\\"\\\" def\",\n \"support for Windows. if not environment.is_posix(): self.skipTest('Process tests are only\",\n \"raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir', recreate=recreate) if recreate:\",\n \"and assert result equal to |expected_command|.\\\"\\\"\\\" self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self):\",\n \"test_helpers from tests.test_libs import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for remove_empty_files.\\\"\\\"\\\"\",\n \"is returned for a file that doesn't need one. We\",\n \"onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \\\"\\\"\\\"Test shutil invoking onerror.\\\"\\\"\\\" self.mock.exists.side_effect = [True,\",\n \"License is distributed on an \\\"AS IS\\\" BASIS, # WITHOUT\",\n \"self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def test_exception(self, mock_remove): # bypass pyfakefs's os.remove.\",\n \"'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test clear_system_temp_directory\",\n \"self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir',\",\n \"get_directory_file_count.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t') self.assertEqual(shell.get_directory_file_count('/test/aa'),\",\n \"License, Version 2.0 (the \\\"License\\\"); # you may not use\",\n \"# bypass pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect = OSError()\",\n \"onerror=mock.ANY)]) onerror = self.mock.rmtree.call_args[1]['onerror'] fake_fn = mock.MagicMock() fake_fn.side_effect = OSError()\",\n \"# You may obtain a copy of the License at\",\n \"FIXME: Add support for Windows. if not environment.is_posix(): self.skipTest('Which test\",\n \"\\\"\\\"\\\"shell tests.\\\"\\\"\\\" import mock import os import unittest from pyfakefs\",\n \"\\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_onerror(self): \\\"\\\"\\\"Test shutil\",\n \"one.\\\"\\\"\\\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \\\"\\\"\\\"Test that None is returned\",\n \"shell.get_execute_command(file_to_execute)) def test_standard_script(self): \\\"\\\"\\\"Test correct command returned for python script.\\\"\\\"\\\"\",\n \"class.\\\"\\\"\\\" script_name = 'javaclassfile.class' expected_command = 'java javaclassfile' self.call_and_assert_helper(expected_command, script_name)\",\n \"copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # #\",\n \"OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt')) class RemoveDirectoryTest(unittest.TestCase): \\\"\\\"\\\"Tests for remove_directory.\\\"\\\"\\\"\",\n \"\\\"\\\"\\\"Tests for clear_system_temp_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value\",\n \"self.fs.CreateDirectory('/tmp/ff/gg') self.fs.CreateDirectory('/tmp/hh') self.fs.CreateDirectory('/unrelated') self.fs.CreateFile('/unrelated/zz.txt', contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory()\",\n \"(executable) file.\\\"\\\"\\\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name += '.exe'\",\n \"test_exception(self, mock_remove): # bypass pyfakefs's os.remove. os.remove = mock_remove mock_remove.side_effect\",\n \"file that doesn't need one. We don't want empty string\",\n \"'/tmp' test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test clear_system_temp_directory works as expected.\\\"\\\"\\\" self.fs.CreateFile('/tmp/aa/bb.txt',\",\n \"string since this is easier to than None. \\\"\\\"\\\" self.assertIsNone(shell.get_interpreter('executable'))\",\n \"dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')])\",\n \"setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_file_count.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def')\",\n \"tests.test_libs import helpers as test_helpers from tests.test_libs import test_utils class\",\n \"self.assertEqual(shell.get_directory_file_count('/unrelated'), 1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \\\"\\\"\\\"Test that\",\n \"the License for the specific language governing permissions and #\",\n \"the License. \\\"\\\"\\\"shell tests.\\\"\\\"\\\" import mock import os import unittest\",\n \"% script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \\\"\\\"\\\"Test correct launch command\",\n \"Apache License, Version 2.0 (the \\\"License\\\"); # you may not\",\n \"'.exe' self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \\\"\\\"\\\"Test that the correct interpreters\",\n \"under the License. \\\"\\\"\\\"shell tests.\\\"\\\"\\\" import mock import os import\",\n \"either express or implied. # See the License for the\",\n \"> /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \\\"\\\"\\\"Test remove with\",\n \"# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or\",\n \"result) else: self.assertTrue(result) self.mock.rmtree.assert_has_calls([]) if recreate: self.mock.mkdir.assert_has_calls([mock.call('dir')]) else: self.mock.mkdir.assert_has_calls([]) def\",\n \"self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s /q \\\"dir\\\" > nul 2>&1')])\",\n \"onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect = [True, True, True] self.assertFalse(shell.remove_directory('dir', ignore_errors=True))\",\n \"python script.\\\"\\\"\\\" script_name = 'script.py' expected_command = 'python %s' %\",\n \"2>&1')]) def test_remove_os_specific_non_windows(self): \\\"\\\"\\\"Test remove with os-specific command on non-windows.\\\"\\\"\\\"\",\n \"test_remove_shutil_onerror(self): \\\"\\\"\\\"Test shutil invoking onerror.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False]\",\n \"def test_exception(self, mock_remove): # bypass pyfakefs's os.remove. os.remove = mock_remove\",\n \"setUp(self): # FIXME: Add support for Windows. if not environment.is_posix():\",\n \"test_remove_with_mkdir_error(self): \\\"\\\"\\\"Test remove when mkdir errors.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, True) def\",\n \"only supported on posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class\",\n \"RemoveDirectoryTest(unittest.TestCase): \\\"\\\"\\\"Tests for remove_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir',\",\n \"the correct commands to run files are returned.\\\"\\\"\\\" def call_and_assert_helper(self,\",\n \"correct command returned for python script.\\\"\\\"\\\" script_name = 'script.py' expected_command\",\n \"test_remove_shutil_success(self): \\\"\\\"\\\"Test remove with shutil.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False]\",\n \"import shell from tests.test_libs import helpers as test_helpers from tests.test_libs\",\n \"binary (executable) file.\\\"\\\"\\\" executable_name = 'executable' self.call_and_assert_helper(executable_name, executable_name) executable_name +=\",\n \"self.assertEqual(expected_command, shell.get_execute_command(file_to_execute)) def test_standard_script(self): \\\"\\\"\\\"Test correct command returned for python\",\n \"script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \\\"\\\"\\\"Test correct launch command returned\",\n \"a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 #\",\n \"needs one.\\\"\\\"\\\" self.assertEqual('python', shell.get_interpreter('run.py')) def get_non_interpreter_file_test(self): \\\"\\\"\\\"Test that None is\",\n \"need one. We don't want empty string since this is\",\n \"[mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) onerror =\",\n \"directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null\",\n \"self.assertEqual(0, self.mock.log_error.call_count) self.mock.system.assert_has_calls( [mock.call('rm -rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir',\",\n \"1) self.assertFalse(os.path.exists('/tmp/aa/bb.txt')) self.assertFalse(os.path.exists('/tmp/cc/dd/ee.txt')) self.assertFalse(os.path.exists('/tmp/ff/gg')) self.assertFalse(os.path.exists('/tmp/hh')) class GetExecuteCommand(unittest.TestCase): \\\"\\\"\\\"Test that the\",\n \"with os-specific command on windows.\\\"\\\"\\\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd /s\",\n \"script_name) def test_binary(self): \\\"\\\"\\\"Test correct launch command returned for a\",\n \"def setUp(self): test_helpers.patch(self, [ 'tempfile.gettempdir', ]) self.mock.gettempdir.return_value = '/tmp' test_utils.set_up_pyfakefs(self)\",\n \"-rf \\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure_ignore_errors(self): self.mock.exists.side_effect\",\n \"\\\"\\\"\\\"Helper for testing removing dir with os-specific command.\\\"\\\"\\\" self.mock.platform.return_value =\",\n \"get_execute_command on |file_to_execute| and assert result equal to |expected_command|.\\\"\\\"\\\" self.assertEqual(expected_command,\",\n \"def test_remove_with_mkdir_error(self): \\\"\\\"\\\"Test remove when mkdir errors.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, True)\",\n \"when mkdir errors.\\\"\\\"\\\" self._test_remove_os_specific('LINUX', True, True) def test_remove_shutil_success(self): \\\"\\\"\\\"Test remove\",\n \"os.remove. os.remove = mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test')\",\n \"for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \\\"\\\"\\\"Test remove.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='s')\",\n \"self.call_and_assert_helper(executable_name, executable_name) class GetInterpreter(object): \\\"\\\"\\\"Test that the correct interpreters to\",\n \"expected_command = 'python %s' % script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self):\",\n \"\\\"License\\\"); # you may not use this file except in\",\n \"governing permissions and # limitations under the License. \\\"\\\"\\\"shell tests.\\\"\\\"\\\"\",\n \"self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True) def\",\n \"call_and_assert_helper(self, expected_command, file_to_execute): \\\"\\\"\\\"Call get_execute_command on |file_to_execute| and assert result\",\n \"and # limitations under the License. \\\"\\\"\\\"shell tests.\\\"\\\"\\\" import mock\",\n \"self.assertFalse(os.path.exists('/test/aa/cc.txt')) self.assertFalse(os.path.exists('/test/aa/aa/aa.txt')) def test_ignore_file(self): self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test/aa/cc.txt') self.assertTrue(os.path.exists('/test/aa/cc.txt')) @mock.patch('os.remove', autospec=True)\",\n \"distributed on an \\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR\",\n \"contents='zzz') os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0)\",\n \"import test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for remove_empty_files.\\\"\\\"\\\" def setUp(self): #\",\n \"# Copyright 2019 Google LLC # # Licensed under the\",\n \"for get_directory_file_count.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_file_count.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt',\",\n \"\\\"\\\"\\\"Test remove with shutil.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir'))\",\n \"0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_file_count.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self)\",\n \"# distributed under the License is distributed on an \\\"AS\",\n \"only applicable for posix platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \\\"\\\"\\\"Test remove.\\\"\\\"\\\"\",\n \"# Unless required by applicable law or agreed to in\",\n \"shell from tests.test_libs import helpers as test_helpers from tests.test_libs import\",\n \"'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)]) fake_fn.assert_has_calls([mock.call('dir/child')]) class GetDirectoryFileCount(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for get_directory_file_count.\\\"\\\"\\\"\",\n \"= 'python %s' % script_name self.call_and_assert_helper(expected_command, script_name) def test_java(self): \\\"\\\"\\\"Test\",\n \"os.symlink('/unrelated/zz.txt', '/tmp/hh/gg.txt') os.symlink('/unrelated', '/tmp/ii') shell.clear_system_temp_directory() self.assertTrue(os.path.exists('/tmp')) self.assertTrue(os.path.exists('/unrelated')) self.assertEqual(shell.get_directory_file_count('/tmp'), 0) self.assertEqual(shell.get_directory_file_count('/unrelated'),\",\n \"test_utils class RemoveEmptyFilesTest(fake_filesystem_unittest.TestCase): \\\"\\\"\\\"Tests for remove_empty_files.\\\"\\\"\\\" def setUp(self): # FIXME:\",\n \"\\\"AS IS\\\" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY\",\n \"for Windows. if not environment.is_posix(): self.skipTest('Process tests are only applicable\",\n \"platforms.') test_utils.set_up_pyfakefs(self) def test_remove(self): \\\"\\\"\\\"Test remove.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='s') self.fs.CreateFile('/test/aa/cc.txt', contents='')\",\n \"self._test_remove_os_specific('LINUX', False, True) def test_remove_with_mkdir_error(self): \\\"\\\"\\\"Test remove when mkdir errors.\\\"\\\"\\\"\",\n \"\\\"dir\\\" > /dev/null 2>&1')]) self.mock.rmtree.assert_has_calls([mock.call('dir', onerror=mock.ANY)]) def test_remove_shutil_failure(self): \\\"\\\"\\\"Test remove\",\n \"onerror.\\\"\\\"\\\" self.mock.exists.side_effect = [True, True, False] self.assertTrue(shell.remove_directory('dir')) self.mock.system.assert_has_calls( [mock.call('rm -rf\",\n \"for remove_directory.\\\"\\\"\\\" def setUp(self): test_helpers.patch(self, [ 'os.chmod', 'os.mkdir', 'os.path.exists', 'os.system',\",\n \"You may obtain a copy of the License at #\",\n \"os.remove = mock_remove mock_remove.side_effect = OSError() self.fs.CreateFile('/test/aa/cc.txt', contents='') shell.remove_empty_files('/test') self.assertTrue(os.path.exists('/test/aa/cc.txt'))\",\n \"def test(self): \\\"\\\"\\\"Test get_directory_size.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi')\",\n \"\\\"\\\"\\\"Test get_directory_size.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc') self.fs.CreateFile('/test/aa/cc.txt', contents='def') self.fs.CreateFile('/test/aa/aa/aa.txt', contents='ghi') self.fs.CreateFile('/test/aa/aa/dd.txt', contents='t')\",\n \"True, True) def test_remove_shutil_success(self): \\\"\\\"\\\"Test remove with shutil.\\\"\\\"\\\" self.mock.exists.side_effect =\",\n \"'os.system', 'system.environment.platform', 'metrics.logs.log_error', 'metrics.logs.log_warn', 'shutil.rmtree', ]) def _test_remove_os_specific(self, platform, recreate,\",\n \"= mock.MagicMock() fake_fn.side_effect = OSError() onerror(fake_fn, 'dir/child', ImportError()) self.mock.chmod.assert_has_calls([mock.call('dir/child', 0o750)])\",\n \"the Apache License, Version 2.0 (the \\\"License\\\"); # you may\",\n \"import environment from system import shell from tests.test_libs import helpers\",\n \"OSError() result = shell.remove_directory('dir', recreate=recreate) if recreate: self.assertEqual(not raise_mkdir_error, result)\",\n \"if raise_mkdir_error: self.mock.mkdir.side_effect = OSError() result = shell.remove_directory('dir', recreate=recreate) if\",\n \"get_directory_file_count.\\\"\\\"\\\" def setUp(self): test_utils.set_up_pyfakefs(self) def test(self): \\\"\\\"\\\"Test get_directory_file_count.\\\"\\\"\\\" self.fs.CreateFile('/test/aa/bb.txt', contents='abc')\",\n \"remove with os-specific command on windows.\\\"\\\"\\\" self._test_remove_os_specific('WINDOWS', True, False) self.mock.system.assert_has_calls([mock.call('rd\"\n]","isConversational":false}}},{"rowIdx":1699,"cells":{"ngram":{"kind":"list like","value":["False: return out3 else: out4 = self.Layers[3](out3) return out4 def","embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings')","out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2)","self.Layers[2](out2) if predict is False: return out3 else: out4 =","[tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp):","_ = self.Layers[0](inp) out = self.Layers[1](out) return out class BiRNN(tf.keras.Model):","__init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix = None):","= units self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True,","self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')),","= np.zeros(seq.shape) mask[:,:t] = 1 inp = tf.math.multiply(seq, mask) mask[:,:t+1]","class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim:","self.max_seq_length = max_seq_length self.vocab_size = vocab_size self.embedding_dim = embedding_dim self.embeddings","self).__init__() self.units = units self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units,","recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out, _, _","tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out, _, _ = self.Layers[0](inp)","= self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if predict is False:","self.units = units self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True,","inp): out, _, _ = self.Layers[0](inp) out = self.Layers[1](out) return","call(self, inp, predict=False): inp = self.embeddings(inp) out1 = self.Layers[0](inp) out2","BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix","int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units","= [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self,","inp = tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar = tf.math.multiply(seq,","return out4 def loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0))","mask = tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_) def","= tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar = tf.math.multiply(seq, mask)","np import tensorflow as tf class Bidirectional(tf.keras.Model): def __init__(self, units:","out4 = self.Layers[3](out3) return out4 def loss_function(real, pred, loss_object): mask","= tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_) def mask_sequences(seq,","out2 = self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if predict is","def mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t] = 1 inp","self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units),","inp, predict=False): inp = self.embeddings(inp) out1 = self.Layers[0](inp) out2 =","def __init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix =","self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if predict","self.Layers[3](out3) return out4 def loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real,","out4 def loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_","mask = np.zeros(seq.shape) mask[:,:t] = 1 inp = tf.math.multiply(seq, mask)","mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred) mask =","= self.Layers[0](inp) out = self.Layers[1](out) return out class BiRNN(tf.keras.Model): def","name='projection')] def call(self, inp): out, _, _ = self.Layers[0](inp) out","name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax',","return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out,","loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return","class Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units: int): super(Bidirectional, self).__init__()","call(self, inp): out, _, _ = self.Layers[0](inp) out = self.Layers[1](out)","tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar = tf.math.multiply(seq, mask) return","= projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units,","def call(self, inp): out, _, _ = self.Layers[0](inp) out =","def __init__(self, units: int, projection_units: int): super(Bidirectional, self).__init__() self.units =","= [embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units,","def call(self, inp, predict=False): inp = self.embeddings(inp) out1 = self.Layers[0](inp)","1 inp = tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar =","max_seq_length self.vocab_size = vocab_size self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size,","units self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform',","predict=False): inp = self.embeddings(inp) out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp,","out1]) out3 = self.Layers[2](out2) if predict is False: return out3","pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred)","tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_) def mask_sequences(seq, t):","projection_units: int): super(Bidirectional, self).__init__() self.units = units self.projection_units = projection_units","self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')]","name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out, _, _ =","mask) mask[:,:t+1] = 1 tar = tf.math.multiply(seq, mask) return inp,","self.Layers[1](out) return out class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length:","= self.embeddings(inp) out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3","__init__(self, units: int, projection_units: int): super(Bidirectional, self).__init__() self.units = units","= vocab_size self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights","Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units: int): super(Bidirectional, self).__init__() self.units","vocab_size self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights =","loss_ *= mask return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask =","*= mask return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask = np.zeros(seq.shape)","= units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size = vocab_size self.embedding_dim","loss_ = loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_ *=","_, _ = self.Layers[0](inp) out = self.Layers[1](out) return out class","is False: return out3 else: out4 = self.Layers[3](out3) return out4","pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_)","return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out, _,","mask return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t]","return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t] =","= tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred) mask = tf.cast(mask,","np.zeros(seq.shape) mask[:,:t] = 1 inp = tf.math.multiply(seq, mask) mask[:,:t+1] =","0)) loss_ = loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_","<filename>Language Model/birnn/model.py<gh_stars>1-10 import numpy as np import tensorflow as tf","trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size,","out = self.Layers[1](out) return out class BiRNN(tf.keras.Model): def __init__(self, units:","return out3 else: out4 = self.Layers[3](out3) return out4 def loss_function(real,","import tensorflow as tf class Bidirectional(tf.keras.Model): def __init__(self, units: int,","super(Bidirectional, self).__init__() self.units = units self.projection_units = projection_units self.Layers =","out3 = self.Layers[2](out2) if predict is False: return out3 else:","inp = self.embeddings(inp) out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp, out1])","= [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def","mask[:,:t+1] = 1 tar = tf.math.multiply(seq, mask) return inp, tar","tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype)","name='softmax')] def call(self, inp, predict=False): inp = self.embeddings(inp) out1 =","= None): super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length =","self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def","int, projection_units: int): super(Bidirectional, self).__init__() self.units = units self.projection_units =","as np import tensorflow as tf class Bidirectional(tf.keras.Model): def __init__(self,","= embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False,","def loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ =","units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN,","t): mask = np.zeros(seq.shape) mask[:,:t] = 1 inp = tf.math.multiply(seq,","= 1 inp = tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar","self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if predict is False: return","= tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers =","Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp, predict=False): inp","self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size =","activation='softmax', name='softmax')] def call(self, inp, predict=False): inp = self.embeddings(inp) out1","loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real,","import numpy as np import tensorflow as tf class Bidirectional(tf.keras.Model):","as tf class Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units: int):","int,embedding_matrix = None): super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length","self.embeddings(inp) out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3 =","Model/birnn/model.py<gh_stars>1-10 import numpy as np import tensorflow as tf class","super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size","self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size = vocab_size self.embedding_dim = embedding_dim","= self.Layers[3](out3) return out4 def loss_function(real, pred, loss_object): mask =","out, _, _ = self.Layers[0](inp) out = self.Layers[1](out) return out","tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units,","self.Layers[0](inp) out = self.Layers[1](out) return out class BiRNN(tf.keras.Model): def __init__(self,","= self.Layers[2](out2) if predict is False: return out3 else: out4","tensorflow as tf class Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units:","None): super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length = max_seq_length","[Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self,","self.vocab_size = vocab_size self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim,","dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask","units: int, projection_units: int): super(Bidirectional, self).__init__() self.units = units self.projection_units","= self.Layers[1](out) return out class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units:","if predict is False: return out3 else: out4 = self.Layers[3](out3)","vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__() self.units = units","predict is False: return out3 else: out4 = self.Layers[3](out3) return","self.units = units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size = vocab_size","out3 else: out4 = self.Layers[3](out3) return out4 def loss_function(real, pred,","loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred) mask","= loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_ *= mask","int, vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__() self.units =","int): super(Bidirectional, self).__init__() self.units = units self.projection_units = projection_units self.Layers","mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t] = 1 inp =","weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(),","projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp, predict=False): inp =","int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__()","tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp, predict=False): inp = self.embeddings(inp)","= self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if","projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp,","units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size = vocab_size self.embedding_dim =","= max_seq_length self.vocab_size = vocab_size self.embedding_dim = embedding_dim self.embeddings =","[embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units),","else: out4 = self.Layers[3](out3) return out4 def loss_function(real, pred, loss_object):","tf.reduce_mean(loss_) def mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t] = 1","projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')]","return out class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length: int,","tf class Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units: int): super(Bidirectional,","tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp, predict=False):","numpy as np import tensorflow as tf class Bidirectional(tf.keras.Model): def","out class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size:","mask[:,:t] = 1 inp = tf.math.multiply(seq, mask) mask[:,:t+1] = 1","self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers","self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix],","int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__() self.units"],"string":"[\n \"False: return out3 else: out4 = self.Layers[3](out3) return out4 def\",\n \"embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings')\",\n \"out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2)\",\n \"self.Layers[2](out2) if predict is False: return out3 else: out4 =\",\n \"[tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp):\",\n \"_ = self.Layers[0](inp) out = self.Layers[1](out) return out class BiRNN(tf.keras.Model):\",\n \"__init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix = None):\",\n \"= units self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True,\",\n \"self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')),\",\n \"= np.zeros(seq.shape) mask[:,:t] = 1 inp = tf.math.multiply(seq, mask) mask[:,:t+1]\",\n \"class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim:\",\n \"self.max_seq_length = max_seq_length self.vocab_size = vocab_size self.embedding_dim = embedding_dim self.embeddings\",\n \"self).__init__() self.units = units self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units,\",\n \"recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out, _, _\",\n \"tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out, _, _ = self.Layers[0](inp)\",\n \"= self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if predict is False:\",\n \"self.units = units self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True,\",\n \"inp): out, _, _ = self.Layers[0](inp) out = self.Layers[1](out) return\",\n \"call(self, inp, predict=False): inp = self.embeddings(inp) out1 = self.Layers[0](inp) out2\",\n \"BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix\",\n \"int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units\",\n \"= [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self,\",\n \"inp = tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar = tf.math.multiply(seq,\",\n \"return out4 def loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0))\",\n \"mask = tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_) def\",\n \"= tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar = tf.math.multiply(seq, mask)\",\n \"np import tensorflow as tf class Bidirectional(tf.keras.Model): def __init__(self, units:\",\n \"out4 = self.Layers[3](out3) return out4 def loss_function(real, pred, loss_object): mask\",\n \"= tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_) def mask_sequences(seq,\",\n \"out2 = self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if predict is\",\n \"def mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t] = 1 inp\",\n \"self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units),\",\n \"inp, predict=False): inp = self.embeddings(inp) out1 = self.Layers[0](inp) out2 =\",\n \"def __init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix =\",\n \"self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if predict\",\n \"self.Layers[3](out3) return out4 def loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real,\",\n \"out4 def loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_\",\n \"mask = np.zeros(seq.shape) mask[:,:t] = 1 inp = tf.math.multiply(seq, mask)\",\n \"mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred) mask =\",\n \"= self.Layers[0](inp) out = self.Layers[1](out) return out class BiRNN(tf.keras.Model): def\",\n \"name='projection')] def call(self, inp): out, _, _ = self.Layers[0](inp) out\",\n \"name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax',\",\n \"return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out,\",\n \"loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return\",\n \"class Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units: int): super(Bidirectional, self).__init__()\",\n \"call(self, inp): out, _, _ = self.Layers[0](inp) out = self.Layers[1](out)\",\n \"tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar = tf.math.multiply(seq, mask) return\",\n \"= projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units,\",\n \"def call(self, inp): out, _, _ = self.Layers[0](inp) out =\",\n \"def __init__(self, units: int, projection_units: int): super(Bidirectional, self).__init__() self.units =\",\n \"= [embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units,\",\n \"def call(self, inp, predict=False): inp = self.embeddings(inp) out1 = self.Layers[0](inp)\",\n \"1 inp = tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar =\",\n \"max_seq_length self.vocab_size = vocab_size self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size,\",\n \"units self.projection_units = projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform',\",\n \"predict=False): inp = self.embeddings(inp) out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp,\",\n \"out1]) out3 = self.Layers[2](out2) if predict is False: return out3\",\n \"pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred)\",\n \"tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_) def mask_sequences(seq, t):\",\n \"projection_units: int): super(Bidirectional, self).__init__() self.units = units self.projection_units = projection_units\",\n \"self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')]\",\n \"name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out, _, _ =\",\n \"mask) mask[:,:t+1] = 1 tar = tf.math.multiply(seq, mask) return inp,\",\n \"self.Layers[1](out) return out class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length:\",\n \"= self.embeddings(inp) out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3\",\n \"__init__(self, units: int, projection_units: int): super(Bidirectional, self).__init__() self.units = units\",\n \"= vocab_size self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights\",\n \"Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units: int): super(Bidirectional, self).__init__() self.units\",\n \"vocab_size self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights =\",\n \"loss_ *= mask return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask =\",\n \"*= mask return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask = np.zeros(seq.shape)\",\n \"= units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size = vocab_size self.embedding_dim\",\n \"loss_ = loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_ *=\",\n \"_, _ = self.Layers[0](inp) out = self.Layers[1](out) return out class\",\n \"is False: return out3 else: out4 = self.Layers[3](out3) return out4\",\n \"pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_)\",\n \"return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def call(self, inp): out, _,\",\n \"mask return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t]\",\n \"return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t] =\",\n \"= tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred) mask = tf.cast(mask,\",\n \"np.zeros(seq.shape) mask[:,:t] = 1 inp = tf.math.multiply(seq, mask) mask[:,:t+1] =\",\n \"0)) loss_ = loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_\",\n \"<filename>Language Model/birnn/model.py<gh_stars>1-10 import numpy as np import tensorflow as tf\",\n \"trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size,\",\n \"out = self.Layers[1](out) return out class BiRNN(tf.keras.Model): def __init__(self, units:\",\n \"return out3 else: out4 = self.Layers[3](out3) return out4 def loss_function(real,\",\n \"import tensorflow as tf class Bidirectional(tf.keras.Model): def __init__(self, units: int,\",\n \"super(Bidirectional, self).__init__() self.units = units self.projection_units = projection_units self.Layers =\",\n \"out3 = self.Layers[2](out2) if predict is False: return out3 else:\",\n \"inp = self.embeddings(inp) out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp, out1])\",\n \"= [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def\",\n \"mask[:,:t+1] = 1 tar = tf.math.multiply(seq, mask) return inp, tar\",\n \"tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype)\",\n \"name='softmax')] def call(self, inp, predict=False): inp = self.embeddings(inp) out1 =\",\n \"= None): super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length =\",\n \"self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')] def\",\n \"int, projection_units: int): super(Bidirectional, self).__init__() self.units = units self.projection_units =\",\n \"as np import tensorflow as tf class Bidirectional(tf.keras.Model): def __init__(self,\",\n \"= embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False,\",\n \"def loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ =\",\n \"units: int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN,\",\n \"t): mask = np.zeros(seq.shape) mask[:,:t] = 1 inp = tf.math.multiply(seq,\",\n \"= 1 inp = tf.math.multiply(seq, mask) mask[:,:t+1] = 1 tar\",\n \"self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if predict is False: return\",\n \"= tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers =\",\n \"Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp, predict=False): inp\",\n \"self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size =\",\n \"activation='softmax', name='softmax')] def call(self, inp, predict=False): inp = self.embeddings(inp) out1\",\n \"loss_function(real, pred, loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real,\",\n \"import numpy as np import tensorflow as tf class Bidirectional(tf.keras.Model):\",\n \"as tf class Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units: int):\",\n \"int,embedding_matrix = None): super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length\",\n \"self.embeddings(inp) out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3 =\",\n \"Model/birnn/model.py<gh_stars>1-10 import numpy as np import tensorflow as tf class\",\n \"super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size\",\n \"self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size = vocab_size self.embedding_dim = embedding_dim\",\n \"= self.Layers[3](out3) return out4 def loss_function(real, pred, loss_object): mask =\",\n \"out, _, _ = self.Layers[0](inp) out = self.Layers[1](out) return out\",\n \"tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units,\",\n \"self.Layers[0](inp) out = self.Layers[1](out) return out class BiRNN(tf.keras.Model): def __init__(self,\",\n \"= self.Layers[2](out2) if predict is False: return out3 else: out4\",\n \"tensorflow as tf class Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units:\",\n \"None): super(BiRNN, self).__init__() self.units = units self.projection_units=projection_units self.max_seq_length = max_seq_length\",\n \"[Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self,\",\n \"self.vocab_size = vocab_size self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim,\",\n \"dtype=loss_.dtype) loss_ *= mask return tf.reduce_mean(loss_) def mask_sequences(seq, t): mask\",\n \"units: int, projection_units: int): super(Bidirectional, self).__init__() self.units = units self.projection_units\",\n \"= self.Layers[1](out) return out class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units:\",\n \"if predict is False: return out3 else: out4 = self.Layers[3](out3)\",\n \"vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__() self.units = units\",\n \"predict is False: return out3 else: out4 = self.Layers[3](out3) return\",\n \"self.units = units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size = vocab_size\",\n \"out3 else: out4 = self.Layers[3](out3) return out4 def loss_function(real, pred,\",\n \"loss_object): mask = tf.math.logical_not(tf.math.equal(real, 0)) loss_ = loss_object(real, pred) mask\",\n \"= loss_object(real, pred) mask = tf.cast(mask, dtype=loss_.dtype) loss_ *= mask\",\n \"int, vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__() self.units =\",\n \"int): super(Bidirectional, self).__init__() self.units = units self.projection_units = projection_units self.Layers\",\n \"mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t] = 1 inp =\",\n \"weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(),\",\n \"projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp, predict=False): inp =\",\n \"int,projection_units: int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__()\",\n \"tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp, predict=False): inp = self.embeddings(inp)\",\n \"= self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3 = self.Layers[2](out2) if\",\n \"projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp,\",\n \"units self.projection_units=projection_units self.max_seq_length = max_seq_length self.vocab_size = vocab_size self.embedding_dim =\",\n \"= max_seq_length self.vocab_size = vocab_size self.embedding_dim = embedding_dim self.embeddings =\",\n \"[embedding_matrix], trainable=False, name='embeddings') self.Layers = [Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units),\",\n \"else: out4 = self.Layers[3](out3) return out4 def loss_function(real, pred, loss_object):\",\n \"tf.reduce_mean(loss_) def mask_sequences(seq, t): mask = np.zeros(seq.shape) mask[:,:t] = 1\",\n \"projection_units self.Layers = [tf.keras.layers.Bidirectional(tf.keras.layers.GRU(self.units, return_sequences=True, return_state=True, recurrent_initializer='glorot_uniform', name='birnn')), tf.keras.layers.Dense(self.projection_units, name='projection')]\",\n \"return out class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length: int,\",\n \"tf class Bidirectional(tf.keras.Model): def __init__(self, units: int, projection_units: int): super(Bidirectional,\",\n \"tf.keras.layers.Add(), Bidirectional(units=self.units, projection_units=self.projection_units), tf.keras.layers.Dense(self.vocab_size, activation='softmax', name='softmax')] def call(self, inp, predict=False):\",\n \"numpy as np import tensorflow as tf class Bidirectional(tf.keras.Model): def\",\n \"out class BiRNN(tf.keras.Model): def __init__(self, units: int,projection_units: int,max_seq_length: int, vocab_size:\",\n \"mask[:,:t] = 1 inp = tf.math.multiply(seq, mask) mask[:,:t+1] = 1\",\n \"self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings') self.Layers\",\n \"self.embedding_dim = embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix],\",\n \"int,max_seq_length: int, vocab_size: int,embedding_dim: int,embedding_matrix = None): super(BiRNN, self).__init__() self.units\"\n]","isConversational":false}}}],"truncated":false,"partial":false},"paginationData":{"pageIndex":16,"numItemsPerPage":100,"numTotalItems":12866649,"offset":1600,"length":100}},"jwt":"eyJhbGciOiJFZERTQSJ9.eyJyZWFkIjp0cnVlLCJwZXJtaXNzaW9ucyI6eyJyZXBvLmNvbnRlbnQucmVhZCI6dHJ1ZX0sImlhdCI6MTc3NjE0MjM0Miwic3ViIjoiL2RhdGFzZXRzL3RlcnJ5eXovc3RhcmNvZGVyZGF0YV9uZ3JhbV8xMCIsImV4cCI6MTc3NjE0NTk0MiwiaXNzIjoiaHR0cHM6Ly9odWdnaW5nZmFjZS5jbyJ9.8lirv77742pblMx2EpKAO0dzVvoRvrrvAPt4z7dvqhX8HI9UX4_Kr2Rz2NXPzGgt8daQCS_pdHWFfQyWEbXkBg","displayUrls":true,"splitSizeSummaries":[{"config":"default","split":"train","numRows":12866649,"numBytesParquet":126831957853}]},"discussionsStats":{"closed":0,"open":0,"total":0},"fullWidth":true,"hasGatedAccess":true,"hasFullAccess":true,"isEmbedded":false,"savedQueries":{"community":[],"user":[]}}">
ngram listlengths 0 82k |
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[
"default=480, type=int) args = parser.parse_args() mkdir(args.dest_folder) if (args.width % 32",
"Path def _extract_frames(video_path, parent, start=0, sampling_f=1): vidcap = cv2.VideoCapture(video_path) success,",
"image) saved += 1 success, image = vidcap.read() # read",
"with its name. ''') parser.add_arg... |
[
"using utils headers = self.utils.getHeaders(responseInfo) # overwrite the Content-Type header.",
"class BurpExtender(IBurpExtender, IHttpListener): # implement IBurpExtender # set everything up",
"register an HTTP listener callbacks.registerHttpListener(self) # # implement IHttpListener #",
"callbacks.regist... |
[
"= 'dev_appserver_login' # Indicates that the user has admin access",
"hashlib import logging import os import sha import sys import",
"completed. email: Email address to set for the client. admin:",
"cookie, so ignoring it.\".format(email)) return '', False, '' admin_apps =",
"2.0 (the \"License\"); # you ... |
[
"endpoint, timeout=None): self._endpoint = endpoint self._timeout = timeout def start(self):",
"be aware that they run Docker-on-Mac # to connect against",
"import tempfile import threading import grpc from apache_beam.portability.api import beam_job_api_pb2_grpc",
"self._timeout = timeout def start(self): ch... |
[
"expr): func = self.known_functions.get(expr.__class__.__name__, None) if func is None: func",
"c = arg.cond result.append('((') result.append(self._print(e)) result.append(') if (') result.append(self._print(c)) result.append(')",
"def _print_Integer(self, e): return '%s(%d)' % (self._module_format('mpmath.mpf... |
[
"model = self.args.model assert model in self.model_list, \"model is not",
"model to process\") parser.add_argument(\"--task\", \"-t\", required=True, help=\"training/testing\") return parser.parse_args() def",
"configuration file(json type)\") parser.add_argument(\"--model\", \"-m\", required=True, help=\"the ... |
[
"circulantSize) ): bLeft = hexToCirculant(lines[2 * i], circulantSize) bRight =",
"01/12/2020, need to make sure this doesn't break anything. import",
"figureName = str(file)) else: pass return evalTimes, evaluationFaildAt, numberOfIterationsAtHigh #plt.imshow(nearEarthParity)",
"pathlib projectDir = pathlib.... |
[
"'agent': '\"Mozilla/4.08 [en] (Win98; I ;Nav)\"', 'auth': 'frank', 'ident': '-',",
"'ndc': 'unknown', 'message': 'This is sample log message'}, 'COMMON_LOG_FORMAT': {'request':",
"{'message': 'client denied by server configuration:/export/home/live/ap/htdocs/' 'test', 'timestamp': 'Wed Oct",
"'ident': '-', '... |
[
"linear regression Attributes ---------- _linear_regression : LinearRegression The actual scikt",
"2019 <NAME> Copyright 2019 <NAME> Licensed under the Apache License,",
"experiment configuration regression_inputs: RegressionInputs The input of the regression problem",
"estimated values for a give set of data... |
[
"# ---------------------------------------------------------------------------------------------------------------- def __init__(self, pin): raise NotImplementedError() # ---------------------------------------------------------------------------------------------------------------- @property",
"from scs_host.sys... |
[
"UnsubclassableType(type): def __new__(cls, name, bases, dct): c = super().__new__(cls, name,",
"c = super().__new__(cls, name, bases, dct) setattr(c, '__init_subclass__', prevent_subclassing) return",
"type') def prevent_subclassing(): raise TypeError('Unacceptable base type') def final_class(cls): setattr(cls... |
[
"L4 as ARCHI from ...my_argparser import TP_parse_args from collections import",
"def tensor(self, data, requires_grad=False, dtype=None): return self.data_generator.tensor(data, requires_grad=requires_grad, dtype=dtype) def",
"evaluate_summary_computer from utils.images import gather_images from visual.misc im... |
[
"MagicMock else: from mock import Mock, MagicMock class ADLTest(unittest.TestCase): \"\"\"",
"\"baz\"], ) self.ls.assert_called_once_with(\"path/to/file\") def test_read_opens_and_reads_file(self): self.assertEquals( self.adl.read(\"adl://foo_store.azuredatalakestore.net/path/to/file\"), [\"a\", \"b\", \"c\"]",
... |
[
"import CustomUserCreationForm class SignUpView(CreateView): form_class = CustomUserCreationForm success_url = reverse_lazy('login')",
"django.views.generic import CreateView from django.urls import reverse_lazy from .forms import",
"import reverse_lazy from .forms import CustomUserCreationForm class SignUpView... |
[
"typing import * # noqa: F401, F403 except ImportError: from",
"try: from typing import * # noqa: F401, F403 except",
"from .typing_stubs import * # type: ignore # noqa: F401,",
"* # noqa: F401, F403 except ImportError: from .typing_stubs import",
"import * # noqa: F401, F403 except ImportError: from .typin... |
[
"not None: res = res + dropmask.float() * replacement return",
"(e.g., any inputs to an LSTM layer). Given a batch",
"= x.masked_fill(dropmask, 0) if replacement is not None: res =",
"x.size()] dropmask = torch.rand(*masksize, device=x.device) < self.dropprob res = x.masked_fill(dropmask,",
"class LockedDro... |
[
"'rb') as f: reader = PdfFileReader(f, strict=False) print(reader.numPages) if reader.isEncrypted:",
"= PdfFileReader(f, strict=False) print(reader.numPages) if reader.isEncrypted: reader.decrypt('') current_page = reader.getPage(5)",
"2018-03-26 \"\"\" from PyPDF2 import PdfFileReader with open('./res/Python课程... |
[
"'ipetrash' from PyQt5 import QtWidgets as qtw from PyQt5.QtTest import",
"def fill_tree(self, global_number=-1): self.number_total_class = 0 self.tree.clear() t = time.clock()",
"sec'.format(self.number_total_class, time.clock() - t) ) def closeEvent(self, e): quit() if",
"import QTest import time import req... |
[
"Corp. # # # Licensed under the Apache License, Version",
"in, # even though it actually doesn't. let's check to",
"many users' logged in, # even though it actually doesn't.",
"2.0 (the \"License\"); # you may not use this file",
"form = \"form=2\" resp = self.submit(form, param) count = 0",
"let's check ... |
[
"import storage from modules.service import Service from modules.database import Database",
"self.database.add_service(Service()) self.database.name = \"Hey\" storage.write(\"test\", self.database, \"test.db\") database2 = Database()",
"__author__ = \"<NAME>\" import sys import os sys.path.append(\"..\") import... |
[
"vars.update(lookup_template_vars) self._templar.set_available_variables(vars) # do the templating res = self._templar.template(template_data, preserve_trailing_newlines=True,",
"in # addition to our original search paths. newsearchpath =",
"print statement. default: '{{' version_added: '2.8' type: str variable... |
[
"join, dirname setup( name=\"fant_sizer\", version=\"0.7\", author=\"<NAME>\", author_email=\"<EMAIL>\", description=\"fant_sizer command-line file-information\",",
"Python :: 3.6' ], packages=find_packages(), long_description=open(join(dirname(__file__), \"README.rst\")).read(), entry_points={ \"console_scripts\... |
[
"accum = 0 for i, r in enumerate(choco_row): accum +=",
"i in range(R): row = input() for j in range(C):",
"num_choco/(H+1) num_choco_v = num_choco/(V+1) accum = 0 for i, r",
"accum += c if accum == num_choco_v: accum = 0",
"V cuts if num_choco == 0: return 'POSSIBLE' H_idx, V_idx",
"C) choco_row, choco_c... |
[
"assert_equal({ 'jobTracker': 'curacao:8032', 'nameNode': 'hdfs://curacao:8020' }, submission.properties) def test_get_logical_properties(self): submission",
"fs = cluster.get_hdfs() jt = cluster.get_next_ha_mrcluster()[1] final_properties = properties.copy() final_properties.update({",
"cluster.fs.stats(deploy... |
[
"# prev:[None, 3, 42, 42] -> [None, 3, 43, 43]",
"opt.label_nc, opt.nzx, opt.nzy], 0, device=opt.device) in_s_S = prev_S # full",
"schedulerS.step() functions.save_networks(netG, netD, netS, opt) ## save netG, netD, z_opt,",
"__init__(self, opt): self.criterionGAN = GANLoss(not opt.no_lsgan) self.criterionFea... |
[
"# # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law",
"OF ANY # KIND, either express or implied. See the",
"1 stmt = ib.get() stmt = tvm.tir.ir_pass.InjectDoubleBuffer(stmt, 2) stmt =",
"Software Foundation (ASF) under one # or more contributor license",
"more contributor l... |
[
"with pressure #data r=requests.post('http://127.0.0.1:8080/function/sensor',data) print(r.text) sense=SenseHat() sense.show_message(r.text) except KeyboardInterrupt: sys.exit()",
"smbus import time while True: try: pressure=0 sense = SenseHat()",
"data = {'pressure':pressure} print(pressure) #send http request... |
[
"v ''' invader = r''' /XXXXXX\\ /XXXXXXXX\\ XXXXXXXXXX XX XX",
"# Steering. vel = keydir()*50 + tapdir(ship.pos())*4 ship.vel((vel.x,0,0)) # Only",
"keys() or 'LCtrl' in keys() or is_tap_close if is_shooting and",
"ASCII geometries. shipascii = r''' /\\ /XXXXXXXX\\ v v '''",
"/XXXXXXXX\\ XXXXXXXXXX XX XX XX... |
[
"2048, 3, stride=1, dilation=exit_block_dilations[1], BatchNorm=BatchNorm) self.bn5 = BatchNorm(2048) # Init",
"torch.rand(1, 3, 512, 512) output, low_level_feat = model(input) print(output.size()) print(low_level_feat.size())",
"dilation=middle_block_dilation, BatchNorm=BatchNorm, start_with_relu=True, grow_fi... |
[
"Mail( from_email=from_mail, to_emails=to_mails ) message.dynamic_template_data = { 'name': username, 'title1'",
"event1, event2): for user in users: send_mail(DEFAULT_MAIL, user.username, user.email, event1,",
"in users: send_mail(DEFAULT_MAIL, user.username, user.email, event1, event2) def send_mail(from_mail... |
[
"heatmap if necessary and modifying the aspect ratio. Does not",
"X. If a user passes feature names in, those features",
"X, y=None, **kwargs): \"\"\" Calls the internal `transform` method of",
"features=None, classes=None, scale=True, projection=2, proj_features=False, colors=None, colormap=None, alpha=0.75,... |
[
"bool: return _is_arc_sorted(fsa.get_base()) def has_self_loops(fsa: Fsa) -> bool: return _has_self_loops(fsa.get_base())",
"def is_top_sorted(fsa: Fsa) -> bool: return _is_top_sorted(fsa.get_base()) def is_arc_sorted(fsa: Fsa)",
"_k2host import _is_acyclic from _k2host import _is_deterministic from _k2host imp... |
[
"text = Field() voter_count = Field() def __init__(self, text: str,",
"PollOption(TelegramStructure): text = Field() voter_count = Field() def __init__(self, text:",
"Field() voter_count = Field() def __init__(self, text: str, voter_count: int",
"int ): self.text = \\ Field(text, [str]) self.voter_count = \\"... |
[
"# SPDX-License-Identifier: (Apache-2.0 OR MIT) from spack import * class",
"Default Color Maps from 'matplotlib' (Lite Version)\"\"\" homepage = \"https://github.com/sjmgarnier/viridisLite\"",
"OR MIT) from spack import * class RViridislite(RPackage): \"\"\"viridisLite: Default",
"Maps from 'matplotlib' (Lit... |
[
"type(data_len) == type([]): data_recv_len.append( [ r, data_len[0] ] ) else:",
"dsp_data = DSP( DSP_type = \"DSP_MSG\", universalAesKey = aes_key_pack[\"aes_key\"], nonce",
"import time class IPNC(): def __init__(self): pass def _read_yml(self,file =",
"\"utf-8\")).digest(), wait = False) if get is not None:... |
[
"5): decode_sequence, # Search result done (1, 7): decode_sequence, #",
"False elif pyasn1_version <= '0.3.7': def encodeValue(self, value, encodeFun, **options):",
"def decode_sequence(message, start, stop, context_decoders=None): decoded = [] while start",
"is free software: you can redistribute it and/or m... |
[
"nl=tf.nn.relu, out_channel=32): x = Conv2D('conv0', x) x = Conv2D('conv1', x)",
"dict of dict: ``dict[layername] = {arg: val}`` \"\"\" if len(_ArgScopeStack)",
"collections import defaultdict import tensorflow as tf _ArgScopeStack = []",
"val}`` \"\"\" if len(_ArgScopeStack) > 0: return _ArgScopeStack[-1] el... |
[
"as f: raw_data = f.read() re_table = textfsm.TextFSM(template) data =",
"= open(template_file) with open(\"datafile\") as f: raw_data = f.read() re_table",
"a.write(intstatus) a.close() template_file= \"ifconfig-template.template\" template = open(template_file) with open(\"datafile\") as",
": x[0].split(':'... |
[
"32, 32)) screen.blit(pygame.image.load('Images/explosion.png'), (self.leftcheck+16, self.rect.y)) self.expboxlist.append(pygame.Rect(self.leftcheck+16, self.rect.y, 32, 32)) if",
"1 >= 21: self.walkCount = 0 screen.blit(self.p2walkRight[self.walkCount // 3], (self.rect.x,",
"pygame.image.load('Images/p1left1.p... |
[
"self.modules[index_A] = temp_A self.modules[index_B] = temp_B self.module_map[module_A] = index_B self.module_map[module_B]",
"are replaced) \"\"\" temp = rel_path.split('/', 1)[-1] if \"$(INSTALL)\" in",
"of ADCore \"\"\" return self.get_module_by_name('ADCORE').version def swap_module_positions(self, module_... |
[
"form.instance email = form.cleaned_data['email'] msg = settings.INVITE_MESSAGE % { 'user':",
"sid=sid) if not invite: return {'redirect': 'core:ufo'} form = InviteRegisterForm(request.POST",
"request.user.api_key.generate_key() request.user.api_key.save() key = request.user.api_key.key return {'success': True,... |
[
"the structured fields will be ignored in the requests and",
"backup frequency. returned: on success type: str sample: ONE_HOUR offset_type:",
"backup start time should be shifted from the default interval",
"name. Does not have to be unique, and it's changeable.",
"resource. Each key is predefined and scop... |
[
"<reponame>mhozza/pi-control<gh_stars>0 from django.apps import AppConfig class ServerStatsConfig(AppConfig): name = \"server_stats\""
] |
[
"# Every cache key will get prefixed with this value",
"item in the sequence is a four item sequence. #",
"data has been created. This is where any custom order",
"# production. Best set to ``True`` in local_settings.py DEBUG =",
"_ SECRET_KEY = <KEY>' ###################### # CARTRIDGE SETTINGS # #########... |
[
"accepted = list(\"abcdefghijklmnopqrstuvqwxyz\") + ['\\n'] for i in range(len(dataset)-1): #",
"print(\"Dataset must be > 0\") matrix = [] for i",
"in accepted and dataset[i] in accepted): if dataset[i] in accepted:",
"in range(len(dataset)-1): # if (dataset[i+1] in accepted and dataset[i] in",
"for o in c... |
[
"mipmaps NEAREST_MIPMAP_LINEAR = 0x2702 #: Texture interpolation: Minification filter for",
"function ONE = 0x0001 #: Blend function SRC_COLOR = 0x0300",
"An estimate of the number of bits of subpixel resolution",
"number of individual floating-point, integer, or boolean values that #:",
"fragment shader so... |
[
"British Columbia Licensed under the Apache License, Version 2.0 (the",
"db.Column(db.Integer, nullable=True) number_of_students = db.Column(db.Integer, nullable=True) exam_method = db.Column(db.String(15), nullable=False)",
"notes = db.Column(db.String(400), nullable=True) exam_received_date = db.Column(db.Dat... |
[
"<filename>leetcode/1672 Richest Customer Wealth.py class Solution(object): def maximumWealth(self, accounts): \"\"\"",
":rtype: int \"\"\" # Runtime: 36 ms # Memory: 13.5",
"\"\"\" :type accounts: List[List[int]] :rtype: int \"\"\" # Runtime: 36",
"# Runtime: 36 ms # Memory: 13.5 MB return max(map(sum,",
"... |
[
"= helper(extra_attrs=['special', 'data_custom', 'fake'], **kwargs) output = secondary_helper(data, **internals) expected_output",
"to be null. output = secondary_helper(None) self.assertEqual(output, \"\") def test_format(self):",
"data-value=\"1\" data-xeditable=\"xeditable\"> ExampleModel 1 </a> \"\"\" self.... |
[
"traceback.TracebackException.from_exception(orig_error).format()) await ctx.send(error_msg) # 起動時のメッセージの関数 async def ready_greet(): channel =",
"async def giratina(ctx): await ctx.send('https://img.gamewith.jp/article/thumbnail/rectangle/36417.png') # bokuseku.mp3 流し逃げ - https://qiita.com/sizumita/items/cafd00fe... |
[
"# Server health check record _push_record(_SERVER_HEALTH_CHECK_RECORD_NAME, dns.Record_A(_SERVER_HEALTH_CHECK_RECORD_DATA, ttl=0)) soa_record =",
"'of run_tests.py.')) argp.add_argument( '--add_a_record', default=None, type=str, help=('Add an A record",
"2.0 (the \"License\"); # you may not use this file",
"... |
[
"-*- \"\"\" Showcases *ICTCP* *colour encoding* computations. \"\"\" import numpy",
"BT.2020\" colourspace to \"ICTCP\" colour ' 'encoding given \"RGB\" values:\\n'",
"encoding* computations. \"\"\" import numpy as np import colour from",
"0.04091952]) message_box(('Converting from \"ITU-R BT.2020\" colourspa... |
[
"= models.ForeignKey( 'Routine', related_name='routines', on_delete=models.CASCADE) def sets(self): return SetRoutine.objects.filter(routine=self) class",
"'Routine', related_name='routines', on_delete=models.CASCADE) def sets(self): return SetRoutine.objects.filter(routine=self) class Routine(models.Model): name... |
[
"nemo_u = coast.Gridded(fn_data=fn_nemo_dat_u, fn_domain=fn_nemo_dom, config=fn_config_u_grid) nemo_v = coast.Gridded(fn_data=fn_nemo_dat_v, fn_domain=fn_nemo_dom, config=fn_config_v_grid)",
"N 15 W) and (56 N, 12 W) using the",
"coordinates): Creating them and performing some custom diagnostics with them.",
... |
[
"``b`` are integers. In particular, since Python considers ``True`` and",
"(B | C | ...) & ...). If simplify is",
"does so in terms of structural equality rather than mathematical,",
"Includes 0, 1 argset.discard(x) argset.add(True if x else False) rel",
"-2) U (2, oo] \"\"\" from ..sets import Union if",
... |
[
"and int(each_count) > 0: if int(each_count) % 10 == 0:",
"goods_data.drop_duplicates(subset=['r','评价数量'],inplace=True) for each_asin, each_count in zip(goods_data['ASIN'][5:50], goods_data['goods_review_count'][5:50]): if each_asin and",
"each_view in view_con: # 评价人 view_name = each_view.xpath('.//span[@class... |
[
"numpy as np from pathlib import Path def extract_param(data, n_states):",
"data[f\"sp_{n_states}\"] return y, sp, param @pytest.fixture(scope=\"session\") def trace_simple(request): \"\"\"Trace data",
"trace_simple(request): \"\"\"Trace data can be generated by running ./data/generate_trace_data.py \"\"\"",
... |
[
"time.sleep(random.random()) return arg def pipeline(future): pools[1].submit(worker, future.result()).add_done_callback(printer) def printer(future): pools[2].submit(worker,",
"pools[1].submit(worker, future.result()).add_done_callback(printer) def printer(future): pools[2].submit(worker, future.result()).add_do... |
[
"-m digibujogens ... \"\"\" def main(): \"\"\" Execute the application.",
"\"\"\" raise NotImplementedError # Make the script executable. if __name__",
"# Make the script executable. if __name__ == \"__main__\": raise",
"\"\"\" Main application entry point. python -m digibujogens ... \"\"\"",
"Make the scri... |
[
"user code. :type plat_info: lisa.platforms.platinfo.PlatformInfo You need to provide the",
"abritrary code execution. \"\"\".format( script=os.path.basename(sys.argv[0]) ))) parser.add_argument(\"--conf\", '-c', help=\"Path to",
"avoids messing up with ``devlib`` internal members. \"\"\" ADB_PORT_DEFAULT =",
... |
[
"GetNodeInfoCommand(FilterCommand): \"\"\" Executes `getNodeInfo` command. See :py:meth:`iota.api.StrictIota.get_node_info`. \"\"\" command =",
"] class GetNodeInfoCommand(FilterCommand): \"\"\" Executes `getNodeInfo` command. See :py:meth:`iota.api.StrictIota.get_node_info`. \"\"\"",
"GetNodeInfoRequestFilter(... |
[
"request) if controller.usuarioIniciado() and request.method== 'GET': return controller.mostrarRutinas(mysql, request) else:",
"return redirect(url_for('Index')) def registrarEliminacion(mysql, request): if request.method=='POST' and controller.usuarioIniciado(): return",
"ejercicios=datosEjer, rutinaEjer=rutin... |
[
"assert m._new_format is False assert m._result_name == 'completions' def test_new_format_load():",
"= Matcher(new_format=False) m.load(r\"./tests/test_data/test_old_format.json\") assert m._new_format is False assert m._result_name ==",
"0 def test_old_format_load(): m = Matcher(new_format=False) m.load(r\"./t... |
[
"internal_cleanup_func(): cleanup_func(*args, **kwargs) else: internal_cleanup_func = cleanup_func current_frame = self._stack[0]",
"Without dropping the last context layer. except Exception: cleanups_failed =",
"= os.path.abspath(base_dir) # supplied path might be to a feature",
"if os.path.isfile(os.path.jo... |
[
"datetime import datetime tileCount = 20 def setup(): global savePDF,",
"(colorLeft == color(0)): colorLeft = color(323, 100, 77) else: colorLeft",
"import random from datetime import datetime tileCount = 20 def",
"if savePDF: beginRecord(PDF, datetime.now().strftime(\"%Y%m%d%H%M%S\")+\".pdf\") background(255... |
[
"in the dbt project and its dependencies' )) ) sources:",
"if package is None: if not pkg_dct: return None else:",
"field(metadata=dict( description='A list of the disabled nodes in the target'",
"metadata={'serialize': lambda x: None, 'deserialize': lambda x: None} ) _lock:",
"this until you're done with b... |
[
"schema schema_016; ALTER DEFAULT PRIVILEGES for role default016_01 in schema",
"CONSTRAINTS ; ALTER DEFAULT PRIVILEGES for role default016_01 revoke select,insert,update,truncate,references,TRIGGER,DELETE",
"cascade; drop function if exists test_default_016(int) cascade; drop schema if",
"revoke select,inser... |
[
"detectedclosed else 'false' } } if domainname is not None:",
"Shadows API. :param view: InfrastructureView :return: Infrastructure generator \"\"\" if",
"severities is None else severities, 'alerted': 'true' if alerted else",
".ds_base_service import DSBaseService from .ds_find_service import DSFindService f... |
[
"os import sys import tempfile import yaml import zipfile import",
"protein_accession: str = \"\" def get_fields(self): return [self.feat_type, self.name, self.range_start,",
"from google.protobuf import json_format from ncbi.datasets.v1alpha1 import dataset_catalog_pb2 from ncbi.datasets.v1alpha1.reports",
"... |
[
"Meta: unique_together = ('trip', 'stop',) class Capacity(models.Model): trip = models.ForeignKey(Trip)",
"stop_time = models.ForeignKey(StopTime) service_date = models.ForeignKey(ServiceDate) capacity1st = models.IntegerField('capacity1st', null=True,",
"Route, Service, ServiceDate, Shape, ShapePoint, Stop, St... |
[
"* except ImportError: pass PORT = 9028 SERVICE_NAME = 'interface'",
"from public_config import * except ImportError: pass PORT = 9028",
"public_config import * except ImportError: pass PORT = 9028 SERVICE_NAME",
"try: from public_config import * except ImportError: pass PORT =",
"import * except ImportErro... |
[
".models import Pokemon from .serializers import PokemonSerializer from .filters import",
"queryset = Pokemon.objects.all() serializer_class = PokemonSerializer @method_decorator(cache_page(7200)) def get(self, request,",
"from .models import Pokemon from .serializers import PokemonSerializer from .filters",
... |
[
"create address with username as param tmp = self.get_parentcfg( cfg,",
"ServerHumansNormalizer(pluginref), ] super(ServerUsersNormalizer, self).__init__( pluginref, *args, **kwargs ) @property def",
"my_group = self.get_parentcfg(cfg, cfgpath_abs) my_group = '/'.join(my_group['role_abspath']) for (k,ul) in",
... |
[
"conexao com DynamoDB\") logging.CRITICAL(\"Problema na conexao com DynamoDB\") return False",
"DyConnect: def __init__(self, table, region): self.table = table self.region =",
"Dynamodb \"\"\" import boto3 import botocore import logging import datetime",
"'details' in stages['Item']: return stages['Item']['d... |
[
"scrapy_ddiy.utils.spiders.ddiy_base import DdiyBaseSpider class GlidedSky001Spider(DdiyBaseSpider): name = 'glided_sky_001' description =",
"爬虫-基础1' start_url = 'http://www.glidedsky.com/level/web/crawler-basic-1' custom_settings = { 'COOKIES_ENABLED': True, 'DOWNLOADER_MIDDLEWARES':",
"description = 'GlidedSk... |
[
"attribute is \"shape\" and there are three possible shapes, then",
"\"iid\" or \"comp\" dataset_dir: The base directory of the dataset",
"2.0 (the \"License\"); # you may not use this file",
"instructions for reading 2D shapes data. Args: split_name: A train/test",
"For example, if the first attribute is \... |
[
"os.path.join(self.path, f\"{step:010d}_{score}.gif\") imageio.mimwrite(write_path, frames, fps=60) optimize(write_path) print(f\"...Record episode to {write_path}...\")",
"key, value, step) self.writer.add_scalar(\"all/\" + key, value, step) if \"score\"",
"len(frames) > 0: score = scalar_dict[\"score\"] write... |
[
"driver UNI interface configuraton ''' import GlobalModule from EmCommonLog import",
"%(vip_ip_address)s\" self._append_add_command(comm_txt, parame) if self.is_active: comm_txt = \"standby %(hsrp_id)s priority",
"vip_ip_address self.hsrp_id = hsrp_id self.mtu = mtu self.is_active = is_active",
"mtu self.is_a... |
[
"images requires Pillow installation, please install it before usage\" )",
"Corporation Licensed under the Apache License, Version 2.0 (the \"License\");",
"if file not found content_errors.append('{}: does not exist'.format(self.converted_images_dir / identifier))",
"not None and index % progress_interval ==... |
[
"the action that has raised this error exc: Caught exception",
"import config import log import logging import sys import wx",
"\"\"\"Wrapper for creating a L{BugReport} dialog and show the given",
"return exc_type = exc.__class__.__name__ exc_msg = str(exc) header = self.st_header.GetLabel()",
"exc_type = ... |
[
"email_from, recipient_list ) mail.send() c=1 m=\"your password is changed succesfully\"",
"= 'QRcode scanner for license Forget password' message = \"Password",
"document_last=Document.objects.values_list('document')[document_count-1] document_name=document_last[0] print(email) t=Document.objects.last() num_li... |
[] |
[
"query = input(\">> \") if 'exit' in query: exit() else:",
"exit by type exit\\n') while True: query = input(\">> \")",
"from chatterbot import ChatBot from chatterbot.trainers import ChatterBotCorpusTrainer form termcolor",
"ChatterBotCorpusTrainer(chatbot) trainer.train('chatterbot.corpus.english') cprint(\... |
[
"mask = c[1] else: address = c[0][c[0].index(\"[\")+1:len(c[0])-1] binaryValue = decimalToBinary(int(c[1]))",
"the bit in the value unchanged. For example, consider the",
"runs this port isn't compatible with the docking program on",
"\"r\") def processData(file): data = [] for x in f:",
"overwrites the cor... |
[
"definition if self.free_point: item = turn_into_free_point(item, self.scene) self.scene.project_data.add(item) A =",
"self.scene = scene self.sides = 3 self.free_point = False self.data",
"self).__init__() self.ui = uic.loadUi('regularpolygon.ui', self) self.scene = scene self.sides =",
"def hslider_sides_fu... |
[
"def test_set_qos(self): self.network.set_backhaul(QoS.minimum_qos_dict) self.assertEqual(self.network.get_backhaul(), QoS(QoS.minimum_qos_dict)) def test_qos_from_distance(self): self.assertEqual(self.network.get_qos_from(5).get_formated_qos(), self.parameters.get('worst_qos')) self.assertEqual(self.network.get_qo... |
[
"----') models.Inventory.objects.create(name='Example', hosts_file='web_nornir/nornir_config/example_config/hosts.yaml', groups_file='web_nornir/nornir_config/example_config/groups.yaml', type=1) models.Inventory.objects.create(name='INS Lab', hosts_file='web_nornir/nornir_config/inslab_config/hosts.yaml', groups_f... |
[
"distro def get_distro_info(root_dir): # We point _UNIXCONFDIR to root_dir old_value",
"LinuxDistribution distro information is done in a lazy way. #",
"before we restore the old value of _UNIXCONFDIR. _ =",
"the old value of _UNIXCONFDIR. _ = obj.info() distro._UNIXCONFDIR =",
"root_dir old_value = distro.... |
[
"2.0 (the \"License\"); # you may not use this file",
"\"action chains\" (https://code.google.com/p/selenium/source/browse/py/selenium/webdriver/common/action_chains.py). # These do not quite work for",
"[] return self @property def json_wire_gestures(self) -> Dict[str, Union[List, str]]:",
"self._touch_actio... |
[
"= points[i, 1] p_z = points[i, 2] u = int(((p_x",
"ffmpeg -r 10 -i ./filtered_{}_%d.png -vcodec mpeg4 -y {}.mp4\".format( self.output_path,",
"tag := tensorboard tag epoch := tensorboard epoche store :=",
"self.seq_data = seq_data self.images_path = images_path self.output_path = output_path def",
"output_... |
[
"tree.append(temp.right) else: self.temp.append(None) #print(\"trabylary\",self.tree) self.traByLayer(tree) def serialize(self, root): \"\"\"Encodes a",
"if r==[] or data==[]: return root = r.pop(0) datalen =",
"你可以将以下二叉树： 1 / \\ 2 3 / \\ 4 5",
"TreeNode :rtype: str \"\"\" if root==None: return '' tree =",
... |
[
"\"mandatory\": ( \"dimensions\", ), \"validators\": { 1: IPUZ_WORDSEARCH_VALIDATORS, }, },",
"\"http://ipuz.org/fill\": { \"mandatory\": (), \"validators\": { 1: IPUZ_FILL_VALIDATORS, }, },",
"\"puzzle\", ), \"validators\": { 1: IPUZ_CROSSWORD_VALIDATORS, }, }, \"http://ipuz.org/fill\": {",
"}, }, \"http://i... |
[
"request.get_json() data[\"id\"] = user_id schema = UserSchema(view=\"admin\", instance=user, partial=True) response",
"UserPublicFails(Resource): @check_account_visibility @check_score_visibility def get(self, user_id): user = Users.query.filter_by(id=user_id).first_or_404() if",
"count}} @users_namespace.rout... |
[
"few pages. n_pages = 5 for i in range(n_pages): page",
"page_name(i), prefix=str(i)) # Setup main app layout. app_shell = [html.H1(\"App",
"n_pages = 5 for i in range(n_pages): page = make_page(i)",
"page.layout = html.Div([html.H2(f\"Page {i}\"), html.Button('Click me!', id='btn'), html.Div(id='log')]) @pag... |
[
"'limit': 'param/messages_limit', 'echo': 'param/echo', 'include_claimed': 'param/include_claimed', }, 'hints': { 'allow':",
"{ 'href-template': '/v2/queues/{queue_name}/messages', 'href-vars': { 'queue_name': 'param/queue_name', }, 'hints': {",
"'limit': 'param/queue_limit', 'detailed': 'param/detailed', }, 'h... |
[
"containing code that created the new file. May or may",
"bitwise concatenation of the major, minor and patch levels. Prerelease",
"triggered the signature hit.', }), ('sig', ('it:av:sig', {}), { 'ro':",
"('comp', {'fields': ( ('app', 'it:prod:soft'), ('intent', 'it:os:android:intent'))}), { 'doc': 'The",
"... |
[
"class TestRoutes(unittest.TestCase): \"\"\"Test routes.\"\"\" ignore_routes = ('/static/<path:filename>',) ignore_end_patterns = ('>',)",
"\"\"\"Smoke test routes to ensure no runtime errors..\"\"\" routes =",
"bool: True if valid, else False. \"\"\" if route in",
"up: Put Flask app in test mode.\"\"\" app =... |
[
"currentDirectories = line.split(os.sep) if directory in currentDirectories: found = True",
"format on 'f' file.\"\"\" return subprocess.check_output(['clang-format', '-style=file', f]) def test_clang_format_is_correctly_installed(self):",
"'include/controller', 'projects', 'resources/projects', 'resources/wren... |
[
"self.mock.log_error.assert_has_calls( [mock.call('Failed to clear directory dir.')]) self.assertEqual(0, self.mock.log_warn.call_count) self.mock.system.assert_has_calls( [mock.call('rm",
"posix platforms.') def test(self): self.assertEqual('/bin/ls', shell.which('ls')) class ClearSystemTempDirectoryTest(fake_fi... |
[
"False: return out3 else: out4 = self.Layers[3](out3) return out4 def",
"embedding_dim self.embeddings = tf.keras.layers.Embedding(self.vocab_size, self.embedding_dim, weights = [embedding_matrix], trainable=False, name='embeddings')",
"out1 = self.Layers[0](inp) out2 = self.Layers[1]([inp, out1]) out3 = self.L... |