id int64 0 190k | prompt stringlengths 21 13.4M | docstring stringlengths 1 12k ⌀ |
|---|---|---|
189,060 | from typing import TYPE_CHECKING
from django.conf import settings
def is_root_user(*, request: "HttpRequest", user: "User") -> bool:
root = (
hasattr(settings, "ROOT_USER")
and request.user != user
and user.username == settings.ROOT_USER
)
demo = (
getattr(settings, "DEMO", ... | null |
189,061 | from django.db import migrations
def link_agents_to_users(apps, schema_editor):
Agent = apps.get_model("agents", "Agent")
User = apps.get_model("accounts", "User")
for agent in Agent.objects.all():
user = User.objects.filter(username=agent.agent_id).first()
if user:
user.agent ... | null |
189,062 | import django.db.models.deletion
from django.db import migrations, models
def delete_alerts_without_agent(apps, schema):
Alert = apps.get_model("alerts", "Alert")
Alert.objects.filter(agent=None).delete() | null |
189,063 | from typing import TYPE_CHECKING
from django.shortcuts import get_object_or_404
from rest_framework import permissions
from tacticalrmm.permissions import _has_perm, _has_perm_on_agent
class Alert(models.Model):
objects = PermissionQuerySet.as_manager()
agent = models.ForeignKey(
"agents.Agent",
... | null |
189,064 | from django.utils import timezone as djangotime
from agents.models import Agent
from tacticalrmm.celery import app
from .models import Alert
class Alert(models.Model):
objects = PermissionQuerySet.as_manager()
agent = models.ForeignKey(
"agents.Agent",
related_name="agent",
on_delete=m... | null |
189,065 | from django.utils import timezone as djangotime
from agents.models import Agent
from tacticalrmm.celery import app
from .models import Alert
class Agent(BaseAuditModel):
class Meta:
indexes = [
models.Index(fields=["monitoring_type"]),
]
objects = PermissionQuerySet.as_manager()
... | null |
189,066 | import random
from django.conf import settings
from tacticalrmm.structs import AgentCheckInConfig
def get_agent_config() -> AgentCheckInConfig:
return AgentCheckInConfig(
checkin_hello=random.randint(*getattr(settings, "CHECKIN_HELLO", (30, 60))),
checkin_agentinfo=random.randint(
*geta... | null |
189,067 | import json
import subprocess
import tempfile
import urllib.parse
from base64 import b64encode
from typing import TYPE_CHECKING, Optional, cast
import requests
import websockets
from django.conf import settings
from django.core.cache import cache
from django.http import FileResponse
from meshctrl.utils import get_auth_... | null |
189,068 | import json
import subprocess
import tempfile
import urllib.parse
from base64 import b64encode
from typing import TYPE_CHECKING, Optional, cast
import requests
import websockets
from django.conf import settings
from django.core.cache import cache
from django.http import FileResponse
from meshctrl.utils import get_auth_... | null |
189,069 | import json
import subprocess
import tempfile
import urllib.parse
from base64 import b64encode
from typing import TYPE_CHECKING, Optional, cast
import requests
import websockets
from django.conf import settings
from django.core.cache import cache
from django.http import FileResponse
from meshctrl.utils import get_auth_... | null |
189,070 | import json
import subprocess
import tempfile
import urllib.parse
from base64 import b64encode
from typing import TYPE_CHECKING, Optional, cast
import requests
import websockets
from django.conf import settings
from django.core.cache import cache
from django.http import FileResponse
from meshctrl.utils import get_auth_... | null |
189,071 | from django.db import migrations
def update_hide_in_summary(apps, schema_editor):
CustomField = apps.get_model("core", "CustomField")
for field in CustomField.objects.filter(hide_in_ui=True):
field.hide_in_summary = True
field.save(update_fields=["hide_in_summary"]) | null |
189,072 | import json
from django.conf import settings
from django.http import HttpResponse
def monitoring_view(function):
def wrap(request, *args, **kwargs):
if request.method != "POST":
return HttpResponse("Invalid request type\n", status=400)
try:
data = json.loads(request.body)
... | null |
189,073 | import asyncio
import traceback
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Any
import nats
from django.conf import settings
from django.db import transaction
from django.db.models import Prefetch
from django.db.utils import DatabaseError
from django.utils import timezone as... | null |
189,074 | import asyncio
import traceback
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Any
import nats
from django.conf import settings
from django.db import transaction
from django.db.models import Prefetch
from django.db.utils import DatabaseError
from django.utils import timezone as... | null |
189,075 | import asyncio
import traceback
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Any
import nats
from django.conf import settings
from django.db import transaction
from django.db.models import Prefetch
from django.db.utils import DatabaseError
from django.utils import timezone as... | null |
189,076 | import asyncio
import traceback
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Any
import nats
from django.conf import settings
from django.db import transaction
from django.db.models import Prefetch
from django.db.utils import DatabaseError
from django.utils import timezone as... | null |
189,077 | import asyncio
import traceback
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Any
import nats
from django.conf import settings
from django.db import transaction
from django.db.models import Prefetch
from django.db.utils import DatabaseError
from django.utils import timezone as... | null |
189,078 | import asyncio
import traceback
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Any
import nats
from django.conf import settings
from django.db import transaction
from django.db.models import Prefetch
from django.db.utils import DatabaseError
from django.utils import timezone as... | null |
189,079 | import json
import re
from contextlib import suppress
from pathlib import Path
from zoneinfo import ZoneInfo
import psutil
import requests
from cryptography import x509
from django.conf import settings
from django.http import JsonResponse
from django.shortcuts import get_object_or_404
from django.utils import timezone ... | null |
189,080 | import json
import re
from contextlib import suppress
from pathlib import Path
from zoneinfo import ZoneInfo
import psutil
import requests
from cryptography import x509
from django.conf import settings
from django.http import JsonResponse
from django.shortcuts import get_object_or_404
from django.utils import timezone ... | null |
189,081 | import json
import re
from contextlib import suppress
from pathlib import Path
from zoneinfo import ZoneInfo
import psutil
import requests
from cryptography import x509
from django.conf import settings
from django.http import JsonResponse
from django.shortcuts import get_object_or_404
from django.utils import timezone ... | null |
189,082 | import json
import re
from contextlib import suppress
from pathlib import Path
from zoneinfo import ZoneInfo
import psutil
import requests
from cryptography import x509
from django.conf import settings
from django.http import JsonResponse
from django.shortcuts import get_object_or_404
from django.utils import timezone ... | null |
189,083 | import json
import re
from contextlib import suppress
from pathlib import Path
from zoneinfo import ZoneInfo
import psutil
import requests
from cryptography import x509
from django.conf import settings
from django.http import JsonResponse
from django.shortcuts import get_object_or_404
from django.utils import timezone ... | null |
189,084 | from django.db import migrations
def link_sites_to_agents(apps, schema_editor):
Agent = apps.get_model("agents", "Agent")
Site = apps.get_model("clients", "Site")
for agent in Agent.objects.all():
site = Site.objects.get(client__client=agent.client, site=agent.site)
agent.site_link = site
... | null |
189,085 | from django.db import migrations
def reverse(apps, schema_editor):
Agent = apps.get_model("agents", "Agent")
for agent in Agent.objects.all():
agent.site = agent.site_link.site
agent.client = agent.site_link.client.client
agent.save() | null |
189,086 | import datetime as dt
from time import sleep
from typing import TYPE_CHECKING, Optional
from django.core.management import call_command
from django.utils import timezone as djangotime
from agents.models import Agent
from core.utils import get_core_settings
from logs.models import DebugLog
from scripts.models import Scr... | null |
189,087 | import datetime as dt
from time import sleep
from typing import TYPE_CHECKING, Optional
from django.core.management import call_command
from django.utils import timezone as djangotime
from agents.models import Agent
from core.utils import get_core_settings
from logs.models import DebugLog
from scripts.models import Scr... | null |
189,088 | import datetime as dt
from time import sleep
from typing import TYPE_CHECKING, Optional
from django.core.management import call_command
from django.utils import timezone as djangotime
from agents.models import Agent
from core.utils import get_core_settings
from logs.models import DebugLog
from scripts.models import Scr... | null |
189,089 | import datetime as dt
from time import sleep
from typing import TYPE_CHECKING, Optional
from django.core.management import call_command
from django.utils import timezone as djangotime
from agents.models import Agent
from core.utils import get_core_settings
from logs.models import DebugLog
from scripts.models import Scr... | null |
189,090 | import datetime as dt
from time import sleep
from typing import TYPE_CHECKING, Optional
from django.core.management import call_command
from django.utils import timezone as djangotime
from agents.models import Agent
from core.utils import get_core_settings
from logs.models import DebugLog
from scripts.models import Scr... | null |
189,091 | import datetime as dt
from time import sleep
from typing import TYPE_CHECKING, Optional
from django.core.management import call_command
from django.utils import timezone as djangotime
from agents.models import Agent
from core.utils import get_core_settings
from logs.models import DebugLog
from scripts.models import Scr... | null |
189,092 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,093 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,094 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,095 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,096 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,097 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,098 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,099 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,100 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,101 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,102 | import asyncio
import datetime as dt
import random
import string
import time
from io import StringIO
from pathlib import Path
from django.conf import settings
from django.db.models import Exists, OuterRef, Prefetch, Q
from django.http import HttpResponse
from django.shortcuts import get_object_or_404
from django.utils ... | null |
189,103 | import json
import os
import secrets
import string
from itertools import cycle
from django.conf import settings
from django.utils import timezone as djangotime
from model_bakery.recipe import Recipe, foreign_key, seq
from tacticalrmm.constants import AgentMonType, AgentPlat
def generate_agent_id() -> str:
return "... | null |
189,104 | import json
import os
import secrets
import string
from itertools import cycle
from django.conf import settings
from django.utils import timezone as djangotime
from model_bakery.recipe import Recipe, foreign_key, seq
from tacticalrmm.constants import AgentMonType, AgentPlat
def get_wmi_data():
with open(
o... | null |
189,105 | import json
import os
import secrets
import string
from itertools import cycle
from django.conf import settings
from django.utils import timezone as djangotime
from model_bakery.recipe import Recipe, foreign_key, seq
from tacticalrmm.constants import AgentMonType, AgentPlat
def get_win_svcs():
svcs = settings.BASE... | null |
189,106 | import asyncio
from typing import Any
from django.shortcuts import get_object_or_404
from rest_framework.decorators import api_view
from rest_framework.permissions import IsAuthenticated
from rest_framework.response import Response
from rest_framework.views import APIView
from agents.models import Agent
from logs.model... | null |
189,107 |
def bytes2human(n: int) -> str:
# http://code.activestate.com/recipes/578019
symbols = ("K", "M", "G", "T", "P", "E", "Z", "Y")
prefix = {}
for i, s in enumerate(symbols):
prefix[s] = 1 << (i + 1) * 10
for s in reversed(symbols):
if n >= prefix[s]:
value = float(n) / pr... | null |
189,108 | from django.db import migrations, transaction
from django.db.utils import IntegrityError
from tacticalrmm.constants import CheckType
def migrate_check_results(apps, schema_editor):
Check = apps.get_model("checks", "Check")
CheckResult = apps.get_model("checks", "CheckResult")
for check in Check.objects.exc... | null |
189,109 | import datetime as dt
from time import sleep
from typing import Optional
from django.utils import timezone as djangotime
from alerts.models import Alert
from checks.models import CheckResult
from tacticalrmm.celery import app
from tacticalrmm.helpers import rand_range
class Alert(models.Model):
objects = Permissio... | null |
189,110 | import datetime as dt
from time import sleep
from typing import Optional
from django.utils import timezone as djangotime
from alerts.models import Alert
from checks.models import CheckResult
from tacticalrmm.celery import app
from tacticalrmm.helpers import rand_range
class Alert(models.Model):
objects = Permissio... | null |
189,111 | import datetime as dt
from time import sleep
from typing import Optional
from django.utils import timezone as djangotime
from alerts.models import Alert
from checks.models import CheckResult
from tacticalrmm.celery import app
from tacticalrmm.helpers import rand_range
class Alert(models.Model):
objects = Permissio... | null |
189,112 | import datetime as dt
from time import sleep
from typing import Optional
from django.utils import timezone as djangotime
from alerts.models import Alert
from checks.models import CheckResult
from tacticalrmm.celery import app
from tacticalrmm.helpers import rand_range
class Alert(models.Model):
def __str__(self) ... | null |
189,113 | import asyncio
from datetime import datetime as dt
from django.db.models import Prefetch, Q
from django.shortcuts import get_object_or_404
from django.utils import timezone as djangotime
from rest_framework.decorators import api_view, permission_classes
from rest_framework.exceptions import PermissionDenied
from rest_f... | null |
189,114 | import asyncio
from datetime import datetime as dt
from django.db.models import Prefetch, Q
from django.shortcuts import get_object_or_404
from django.utils import timezone as djangotime
from rest_framework.decorators import api_view, permission_classes
from rest_framework.exceptions import PermissionDenied
from rest_f... | null |
189,115 | from abc import abstractmethod
from typing import TYPE_CHECKING, Any, Dict, Optional, Tuple, Union, cast
from django.db import models
from core.utils import get_core_settings
from tacticalrmm.constants import (
AuditActionType,
AuditObjType,
DebugLogLevel,
DebugLogType,
PAAction,
PAStatus,
)
fro... | null |
189,116 | from django.core.exceptions import ObjectDoesNotExist
from django.db import migrations
def update_agent_field(apps, schema_editor):
AuditLog = apps.get_model("logs", "AuditLog")
Agent = apps.get_model("agents", "Agent")
for log in AuditLog.objects.exclude(agent_id=None):
try:
log.agent_... | null |
189,117 | import datetime as dt
from django.db.models.signals import post_init
from django.dispatch import receiver
from tacticalrmm.constants import PAAction, PAStatus
from tacticalrmm.helpers import date_is_in_past
from .models import PendingAction
class PendingAction(models.Model):
objects = PermissionQuerySet.as_manager... | null |
189,118 | from tacticalrmm.celery import app
class AutomatedTask(BaseAuditModel):
def __str__(self) -> str:
def save(self, *args, **kwargs) -> None:
def delete(self, *args, **kwargs):
def schedule(self) -> Optional[str]:
def fields_that_trigger_task_update_on_agent(self) -> List[str]:
def serialize... | null |
189,119 | import uuid
from typing import Dict
from django.contrib.postgres.fields import ArrayField
from django.core.cache import cache
from django.db import models
from agents.models import Agent
from logs.models import BaseAuditModel
from tacticalrmm.constants import AGENT_DEFER, AgentMonType, CustomFieldType, GoArch
from tact... | null |
189,120 | from django.db import migrations
from tacticalrmm.constants import GoArch
def change_arch(apps, schema_editor):
Deployment = apps.get_model("clients", "Deployment")
for d in Deployment.objects.all():
if d.arch == "64":
d.arch = GoArch.AMD64
else:
d.arch = GoArch.i386
... | null |
189,121 | import asyncio
from typing import Dict, Tuple, Union
from django.conf import settings
from django.shortcuts import get_object_or_404
from rest_framework.permissions import IsAuthenticated
from rest_framework.response import Response
from rest_framework.views import APIView
from agents.models import Agent
from tacticalr... | null |
189,122 | import asyncio
from django.shortcuts import get_object_or_404
from rest_framework.decorators import api_view, permission_classes
from rest_framework.permissions import IsAuthenticated
from rest_framework.response import Response
from rest_framework.views import APIView
from django.conf import settings
from agents.permi... | null |
189,123 | import asyncio
import datetime as dt
import time
from contextlib import suppress
from zoneinfo import ZoneInfo
from django.utils import timezone as djangotime
from packaging import version as pyver
from agents.models import Agent
from logs.models import DebugLog
from tacticalrmm.celery import app
from tacticalrmm.const... | null |
189,124 | import asyncio
import datetime as dt
import time
from contextlib import suppress
from zoneinfo import ZoneInfo
from django.utils import timezone as djangotime
from packaging import version as pyver
from agents.models import Agent
from logs.models import DebugLog
from tacticalrmm.celery import app
from tacticalrmm.const... | null |
189,125 | from django.db import migrations
from django.utils.timezone import make_aware
from tacticalrmm.constants import TaskType
def migrate_script_data(apps, schema_editor):
AutomatedTask = apps.get_model("autotasks", "AutomatedTask")
# convert autotask to the new format
for task in AutomatedTask.objects.all():
... | null |
189,126 | from django.db import migrations
from django.db.models import Count
from autotasks.models import generate_task_name
from tacticalrmm.constants import TaskSyncStatus
def generate_task_name() -> str:
chars = string.ascii_letters
return "TacticalRMM_" + "".join(random.choice(chars) for i in range(35))
def check_... | null |
189,127 | from django.db import migrations, transaction
from django.db.utils import IntegrityError
def migrate_task_results(apps, schema_editor):
AutomatedTask = apps.get_model("autotasks", "AutomatedTask")
TaskResult = apps.get_model("autotasks", "TaskResult")
for task in AutomatedTask.objects.exclude(agent=None):
... | null |
189,128 | from django.db import migrations
def migrate_env_vars(apps, schema_editor):
AutomatedTask = apps.get_model("autotasks", "AutomatedTask")
for task in AutomatedTask.objects.iterator(chunk_size=30):
try:
tmp = []
if isinstance(task.actions, list) and task.actions:
f... | null |
189,129 | from django.db import migrations
from tacticalrmm.utils import get_bit_days
DAYS_OF_WEEK = {
0: "Monday",
1: "Tuesday",
2: "Wednesday",
3: "Thursday",
4: "Friday",
5: "Saturday",
6: "Sunday",
}
def migrate_days(apps, schema_editor):
AutomatedTask = apps.get_model("autotasks", "Automated... | null |
189,130 | import asyncio
import datetime as dt
from collections import namedtuple
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Optional, Union
import msgpack
import nats
from django.utils import timezone as djangotime
from nats.errors import TimeoutError
from agents.models import Agent... | null |
189,131 | import asyncio
import datetime as dt
from collections import namedtuple
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Optional, Union
import msgpack
import nats
from django.utils import timezone as djangotime
from nats.errors import TimeoutError
from agents.models import Agent... | null |
189,132 | import asyncio
import datetime as dt
from collections import namedtuple
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Optional, Union
import msgpack
import nats
from django.utils import timezone as djangotime
from nats.errors import TimeoutError
from agents.models import Agent... | null |
189,133 | import asyncio
import datetime as dt
from collections import namedtuple
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Optional, Union
import msgpack
import nats
from django.utils import timezone as djangotime
from nats.errors import TimeoutError
from agents.models import Agent... | null |
189,134 | import asyncio
import datetime as dt
from collections import namedtuple
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Optional, Union
import msgpack
import nats
from django.utils import timezone as djangotime
from nats.errors import TimeoutError
from agents.models import Agent... | null |
189,135 | import asyncio
import datetime as dt
from collections import namedtuple
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Optional, Union
import msgpack
import nats
from django.utils import timezone as djangotime
from nats.errors import TimeoutError
from agents.models import Agent... | null |
189,136 | import asyncio
import datetime as dt
from collections import namedtuple
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Optional, Union
import msgpack
import nats
from django.utils import timezone as djangotime
from nats.errors import TimeoutError
from agents.models import Agent... | null |
189,137 | import asyncio
import datetime as dt
from collections import namedtuple
from contextlib import suppress
from time import sleep
from typing import TYPE_CHECKING, Optional, Union
import msgpack
import nats
from django.utils import timezone as djangotime
from nats.errors import TimeoutError
from agents.models import Agent... | null |
189,138 | import re
import setuptools
import sys
def get_package_dir():
pkg_dir = {
"yolox.tools": "tools",
"yolox.exp.default": "exps/default",
}
return pkg_dir | null |
189,139 | import re
import setuptools
import sys
def get_install_requirements():
with open("requirements.txt", "r", encoding="utf-8") as f:
reqs = [x.strip() for x in f.read().splitlines()]
reqs = [x for x in reqs if not x.startswith("#")]
return reqs | null |
189,140 | import re
import setuptools
import sys
def get_yolox_version():
with open("yolox/__init__.py", "r") as f:
version = re.search(
r'^__version__\s*=\s*[\'"]([^\'"]*)[\'"]',
f.read(), re.MULTILINE
).group(1)
return version | null |
189,141 | import re
import setuptools
import sys
def get_long_description():
with open("README.md", "r", encoding="utf-8") as f:
long_description = f.read()
return long_description | null |
189,142 | import re
import setuptools
import sys
TORCH_AVAILABLE = True
def get_ext_modules():
ext_module = []
if sys.platform != "win32": # pre-compile ops on linux
assert TORCH_AVAILABLE, "torch is required for pre-compiling ops, please install it first."
# if any other op is added, please also add it... | null |
189,143 | import re
import setuptools
import sys
TORCH_AVAILABLE = True
def get_cmd_class():
cmdclass = {}
if TORCH_AVAILABLE:
cmdclass["build_ext"] = cpp_extension.BuildExtension
return cmdclass | null |
189,144 | import os
import sys
from unittest import mock
from sphinx.domains import Domain
from typing import Dict, List, Tuple
import sphinx_rtd_theme
class GithubURLDomain(Domain):
def resolve_any_xref(self, env, fromdocname, builder, target, node, contnode):
from recommonmark.parser import CommonMarkParser
import yolox
... | null |
189,145 | import os
import random
import torch
import torch.distributed as dist
import torch.nn as nn
from .base_exp import BaseExp
class Exp(BaseExp):
def __init__(self):
super().__init__()
# ---------------- model config ---------------- #
# detect classes number of model
self.num_classes = ... | null |
189,148 | import contextlib
import io
import itertools
import json
import tempfile
import time
from collections import ChainMap, defaultdict
from loguru import logger
from tabulate import tabulate
from tqdm import tqdm
import numpy as np
import torch
from yolox.data.datasets import COCO_CLASSES
from yolox.utils import (
gath... | null |
189,149 | import os
import pickle
import xml.etree.ElementTree as ET
import numpy as np
def parse_rec(filename):
"""Parse a PASCAL VOC xml file"""
tree = ET.parse(filename)
objects = []
for obj in tree.findall("object"):
obj_struct = {}
obj_struct["name"] = obj.find("name").text
obj_struct... | null |
189,154 | import bisect
import copy
import os
import random
from abc import ABCMeta, abstractmethod
from functools import partial, wraps
from multiprocessing.pool import ThreadPool
import psutil
from loguru import logger
from tqdm import tqdm
import numpy as np
from torch.utils.data.dataset import ConcatDataset as torchConcatDat... | null |
189,155 | import copy
import os
import cv2
import numpy as np
from pycocotools.coco import COCO
from ..dataloading import get_yolox_datadir
from .datasets_wrapper import CacheDataset, cache_read_img
The provided code snippet includes necessary dependencies for implementing the `remove_useless_info` function. Write a Python func... | Remove useless info in coco dataset. COCO object is modified inplace. This function is mainly used for saving memory (save about 30% mem). |
189,169 | import torch
from torch import nn
from torch.hub import load_state_dict_from_url
def create_yolox_model(name: str, pretrained: bool = True, num_classes: int = 80, device=None,
exp_path: str = None, ckpt_path: str = None) -> nn.Module:
"""creates and loads a YOLOX model
Args:
name ... | null |
189,182 | import os
import random
import cv2
import numpy as np
def random_color():
return random.randint(0, 255), random.randint(0, 255), random.randint(0, 255)
The provided code snippet includes necessary dependencies for implementing the `visualize_assign` function. Write a Python function `def visualize_assign(img, boxe... | visualize label assign result. Args: img: img to visualize boxes: gt boxes in xyxy format coords: coords of matched anchors match_results: match results of each gt box and coord. save_name: name of save image, if None, image will not be saved. Default: None. |
189,183 | import os
import random
import cv2
import numpy as np
def mkdir(path):
if not os.path.exists(path):
os.makedirs(path) | null |
189,184 | import os
import random
import cv2
import numpy as np
def multiclass_nms_class_aware(boxes, scores, nms_thr, score_thr):
"""Multiclass NMS implemented in Numpy. Class-aware version."""
final_dets = []
num_classes = scores.shape[1]
for cls_ind in range(num_classes):
cls_scores = scores[:, cls_ind... | Multiclass NMS implemented in Numpy |
189,185 | import os
import random
import cv2
import numpy as np
def demo_postprocess(outputs, img_size, p6=False):
grids = []
expanded_strides = []
strides = [8, 16, 32] if not p6 else [8, 16, 32, 64]
hsizes = [img_size[0] // stride for stride in strides]
wsizes = [img_size[1] // stride for stride in stride... | null |
189,199 | import functools
import os
import time
from collections import defaultdict, deque
import psutil
import numpy as np
import torch
def get_total_and_free_memory_in_Mb(cuda_device):
devices_info_str = os.popen(
"nvidia-smi --query-gpu=memory.total,memory.used --format=csv,nounits,noheader"
)
devices_inf... | pre-allocate gpu memory for training to avoid memory Fragmentation. |
189,200 | import functools
import os
import time
from collections import defaultdict, deque
import psutil
import numpy as np
import torch
The provided code snippet includes necessary dependencies for implementing the `gpu_mem_usage` function. Write a Python function `def gpu_mem_usage()` to solve the following problem:
Compute ... | Compute the GPU memory usage for the current device (MB). |
189,201 | import functools
import os
import time
from collections import defaultdict, deque
import psutil
import numpy as np
import torch
The provided code snippet includes necessary dependencies for implementing the `mem_usage` function. Write a Python function `def mem_usage()` to solve the following problem:
Compute the memo... | Compute the memory usage for the current machine (GB). |
189,211 | import numpy as np
import torch
import torchvision
def cxcywh2xyxy(bboxes):
bboxes[:, 0] = bboxes[:, 0] - bboxes[:, 2] * 0.5
bboxes[:, 1] = bboxes[:, 1] - bboxes[:, 3] * 0.5
bboxes[:, 2] = bboxes[:, 0] + bboxes[:, 2]
bboxes[:, 3] = bboxes[:, 1] + bboxes[:, 3]
return bboxes | null |
189,212 | import argparse
import logging as log
import os
import sys
import cv2
import numpy as np
from openvino.inference_engine import IECore
from yolox.data.data_augment import preproc as preprocess
from yolox.data.datasets import COCO_CLASSES
from yolox.utils import mkdir, multiclass_nms, demo_postprocess, vis
The provided ... | Parse and return command line arguments |
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