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def _system_state_change(state, device): """Check if system state would change.""" if state == 'present': if device: return False return True if state == 'absent': if device: return True return False return False
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def strip_fields(tup): """ 对tuple中的每个域做 strip """ return tuple(f.strip().replace(' ', '') for f in tup)
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def get_ami_id(conn, name): """Return the first AMI ID given its name""" images = conn.get_all_images(filters={'name': name}) conn.close() if len(images) != 0: return images[0].id else: raise RuntimeError('{} AMI not found'.format(name))
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from typing import Callable def return_constant_value(value: float) -> Callable: """ For situations below in which we just need a function that returns a constant value. Args: value: The value that the function will return Returns: The function that returns the value, ignoring the ti...
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def anyviolation(tickets, i, rule): """ does the i'th field in any ticket violate the given rule? """ for ticket in tickets: val = ticket.values[i] if rule.anyok(val): continue return True return False
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def get_config_from_code(): """ 在代码中,配置扫描目录列表及敏感词列表 :return: """ dir_list = [r'C:\Users\Administrator\PycharmProjects\Sensitive_Prober\test', r'C:\Users\Administrator\PycharmProjects\Sensitive_Prober\utils'] sensitive_list = ['PyYAML', 'abc'] return dir_list, sensitive_list
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def list_isos(cfg, distribution, isos): """generate a list with available ISOs""" for release in cfg[distribution]['isos']: for flavour in cfg[distribution]['iso_flavours']: for architecture in cfg[distribution]['architectures']: name = '-'.join((distribution, release, archit...
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import os def parse_path(path): """Parse a path into a dict(path,dirname,filename,name,extension)""" d = {'path': path} d['dirname'], d['filename'] = os.path.split(path) if d['filename'].startswith('.'): d['name'], d['extension'] = d['filename'], '' else: d['name'], _, d['extensi...
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def convert_macaddr(addr): """Convert mac address to unique format.""" return addr.replace(':', '').lower()
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def ingest_configs(datacube_env_name): """ Provides dictionary product_name => config file name """ return { 'ls5_nbar_albers': 'ls5_nbar_albers.yaml', 'ls5_pq_albers': 'ls5_pq_albers.yaml', }
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def storeUpdateResult(cache): """ Store results Update T0 Store temperaure results into a dataframe and save it in the cache. """ timeStep = cache['ts'] TProfile = cache['TProfile'] T = cache['T'] cache['T0'] = T.copy() TProfile[:,timeStep] = T.reshape(1,-1) return cach...
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def merge(lst): """ concatenate the lists back in order for the next step """ new_list = [] for sublist in lst: new_list.extend(sublist) return new_list
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from typing import Any from typing import Optional from typing import Dict def default_target_fcn(actor: Any, instances: tuple, kwargs: Optional[Dict] = None): """ A target function that is executed in parallel given an actor pool. Its arguments must be an actor and a batch of values to be processed by th...
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import typing def parse_tuple_string(argument: typing.Union[str, typing.Tuple, typing.List], type_func=int) -> typing.Optional[typing.Tuple]: """ Return a tuple from parsing 'a,b,c,d' -> (a,b,c,d) """ if argument is None: return None if isinstance(argument, str): ret...
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def _get_1d_shape(in_shape): """helper function for Grad TopK""" out_shape = 1 for i in in_shape: out_shape *= i return (out_shape,)
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def inject(L,lst,v): """ expends the len(L) by len(lst). puts value v in expanded position Preserves values in L, at the end LL should have v in positions lst """ k = i = j = 0 #i indexes L, j indexes lst, and k is total length of LL if lst == []: return L LL = [] N = len(L) + le...
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def _get_title(title, parent, default): """ Get a sensible title for a dialog! """ if title is None: if parent is not None: title = parent.GetTitle() else: title = default return title
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def get_comments(youtube, video_id, channel_id): """Retrieve the authors' channelIds of all of the comments, of all of the uploaded videos, for the authorized user's channel.""" #global nextPageToken results = youtube.commentThreads().list( part="snippet", videoId=video_id, #allThread...
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def _CheckChangeHasEol(input_api, output_api, source_file_filter=None): """Checks that files end with atleast one \n (LF).""" eof_files = [] for f in input_api.AffectedSourceFiles(source_file_filter): contents = input_api.ReadFile(f, 'rb') # Check that the file ends in atleast one newline character. i...
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def _get_new_connection(self, conn_params): """Opens a connection to the database.""" self.__connection_string = conn_params.get('connection_string', '') conn = self.Database.connect(**conn_params) return conn
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import time def _sort_job_help(t, featured): """ Auxiliar function """ result = t if isinstance(t, time.struct_time): result = list(t) if featured: result.insert(3, 99) return result
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import os import json def config_initial(config_file_path): """ Loads the config.json file with basic initial configuration. Creates a 'root.log' file for root logger. :param config_file_path: path :return: configuration_dictionary """ log_setting = { 'version': 1, 'handle...
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import os def _build_path_tree(path_map, basepath, sep=os.path.sep, dictcls=dict): """ Convert a flat mapping of paths to values into a nested structure of dict-line object (``dict``'s by default), mirroring the directory hierarchy represented by the paths relative to ``basepath``. """ def pr...
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import torch def gradient(y, x, grad_outputs=None): """Compute dy/dx @ grad_outputs""" if grad_outputs is None: grad_outputs = torch.ones_like(y) grad = torch.autograd.grad(y, [x], grad_outputs=grad_outputs, create_graph=True)[0] return grad
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def _host_url_property(): """ Retrieves the best guess that can be made for an absolute location up to the path, for example: https://host.com:1234 """ def getter(self): if 'HTTP_HOST' in self.environ: host = self.environ['HTTP_HOST'] else: host = '%s:%s' % (s...
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def try_divide(x, y, val=0.0): """ Try to divide two numbers """ if y != 0.0: val = float(x) / y return val
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def select_from_batch(advs, batch): """ Take a rollout-shaped list of lists and select the indices from the mini-batch. """ indices = zip(batch['rollout_idxs'], batch['timestep_idxs']) return [advs[x][y] for x, y in indices]
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def _before_underscore(s): """ :type s: str :rtype: str >>> _before_underscore('LC80880750762013254ASA00_IDF.xml') 'LC80880750762013254ASA00' >>> _before_underscore('LC80880750762013254ASA00_MD5.txt') 'LC80880750762013254ASA00' >>> _before_underscore('383.000.2013137232105971.ASA') ...
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from typing import Any def s_type(something: Any) -> str: """ Вывести укороченное название типа >>> s_type(9) 'int' >>> s_type(None) 'NoneType' >>> class MyTestClass: pass >>> s_type(MyTestClass()) 'MyTestClass' >>> s_type(Union[int, type(None)]) 'typing.Union[int, None...
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from datetime import datetime from typing import List def parse_text(now: datetime, key: str, group: List[str]) -> str: """ Handles the Text presentation https://docs.oracle.com/javase/6/docs/api/java/text/SimpleDateFormat.html#text """ # Era designator if key == "G": # no length impli...
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import argparse def parseargs(): """ Parse commandline arguments Returns ------- args parsed from input """ parser = argparse.ArgumentParser(prog="xslt_converter.py") parser.add_argument("xslt", help="The xslt file to convert input to output with") parser....
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def _get_instance(cluster, table, **kwargs): """ Eliminates unrequired instances """ priority = [] for instance in cluster: priority.append(kwargs[table["Database"][instance]]) return cluster[priority.index(min(priority))]
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from os.path import splitext def _splitext(p): """ """ try: s = splitext(p) except (AttributeError, TypeError): # Added TypeError for python>=3.6 s = (None, None) return s
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def is_valid_uni(uni): """ Validate the syntax of a uni string """ # UNIs are (2 or 3 letters) followed by (1 to 4 numbers) # total length 3~7 if not isinstance(uni,str): return False if len(uni) < 3 or len(uni) > 7: return False if uni[:3].isalpha(): # 3 letters return uni[3:].isnumeric() elif uni[:2]....
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def create_payload(url, script="alert('test');"): """ Create the payload for the URL >>> create_payload("http://127.0.0.1/php?id=1") http://127.0.0.1/php?id=<script>alert('test');</script> """ data = url.split("=") open_and_close_script = ("<script>", "</script>") return data[0] + "=" + open_and...
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def get_fixed_participant_matches(): """There are 10 control females and 7 viable PD females. Thus to use most of the data set possible, the 3 of the control females will need to match with 3 PD males 9 of these control females will be a fixed match. 7 control and PD female matches were done so simply by o...
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import argparse def runs_per_test_type(arg_str): """Auxilary function to parse the "runs_per_test" flag. Returns: A positive integer or 0, the latter indicating an infinite number of runs. Raises: argparse.ArgumentTypeError: Upon invalid input. """ if arg_s...
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def _rear_right_tire_pressure_supported(data): """Determine if rear right tire pressure is supported.""" return data["status"]["tirePressure"]["rearRightTirePressurePsi"] is not None
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def _convert_palette_to_dict(palette): """Minimizing duplicate code""" return {'is_24_bit': palette.is_24_bit, 'is_custom': palette.is_custom, 'is_included_with_repo': palette.is_included_with_repo, 'palette_id': palette.palette_id, 'name': palette.name, 'description': palette.descriptio...
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def ChangeExtension(file_name, old_str, new_str): """ Change the 'extension' at the end a file or directory to a new type. For example, change 'foo.pp' to 'foo.Data' Do this by substituting the last occurance of 'old_str' in the file name with 'new_str'. This is required because the file name may c...
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from datetime import datetime import pytz import json def create_mqtt_payload(unix_epoch=0, acc_x=0, acc_y=0, acc_z=0, id=None): """ Creates a WindIO MQTT payload based on a motion sensor box log file line. Example for payload from WindIO documentation: { "content-spec": "urn:spec://eclipse.org/u...
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def _build_bit_string_set(b_strings, dif_qubits, dif_values): """ Creates a new set of bit strings from b_strings, where the bits in the indexes in dif_qubits match the values in dif_values. Args: b_strings: list of bit strings eg.: ['000', '011', ...,'101'] dif_qubits: list of integer...
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def _filter_subword(sentence, pattern_list): """ If the sentence contains any pattern in the pattern_list as a single word or phrase, return true, else false """ word = False sentence = sentence.replace('-', ' ') sentence = sentence.replace('/', ' ') sentence = sentence.replace('_', ' '...
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def split(iterable, f): """Split an iterable ``I`` into two iterables ``I1`` and ``I2`` of the same type as ``I``. ``I1`` contains all elements ``e`` in ``I`` for which ``f(e)`` returns True; ``I2`` is the complement of ``I1``.""" i1 = type(iterable)(i for i in iterable if f(i)) i2 = type(iterable)(...
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import configparser def config_handle(path): """ 用于对Config配置文件进行操作,初始化config_path :param path: config文件路径 :return: 返回config对象 """ config = configparser.ConfigParser() config.read(path) return config
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def logEq(a, b): """Returns 1 if the logical value of a equals the logical value of b, 0 otherwise""" return (not a) == (not b)
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def get_model_limiter(instance): """ Returns a {primary_col:primary_key} for an instance of a different model. Usually used with ReferenceFields. """ cls = instance.__class__ primary = cls.get_primary() return { primary: getattr(instance, primary) }
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def node_tree(nodes, current_node): """ 递归:获取节点的子节点 """ for node in nodes: if node["parent_id"] == current_node["id"]: current_node["children"].append(node) node_tree(nodes, node) return current_node
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def a1decimal(n): """ Esta funcion recibe un numero y devuelve un float con solo un decimal """ return float(int(n*10))/10
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import hashlib def md5(string): """ Calculates a MD% sum of the provided string :param string: The string to calculate teh MD% sum :returns: MD% sum of the provided string """ return hashlib.md5(string.encode('utf-8')).hexdigest()
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def to_hex_color(x): """Ignore alpha""" if isinstance(x[0], float): x = [int(255*_x) for _x in x] return '#{:02X}{:02X}{:02X}'.format(x[0], x[1], x[2])
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import json def _store_db(obj): """ Takes a dictionary keyed by unique message permalinks and writes it to the JSON file on disk. :param obj: :return: """ with open('message_db.json', 'w') as json_file: json_file.write(json.dumps(obj)) return True
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def contains(haystack, needle): """ returns true if needle is in haystack """ ind = haystack.searchsorted(needle) ind.clip(0, len(haystack) - 1, ind) return haystack[ind] == needle
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def marginalise(pd_y, cpd_xy): """ Marginalise p(X|Y) with respect to p(Y). We get a new distribution p(X). """ pd_x = {} for y, p_y in pd_y.items(): for x, p_xy in cpd_xy[y].items(): p_x = pd_x.get(x, 0.0) pd_x[x] = p_x + (p_xy * p_y) return pd_x
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def cloud_mask_ls8(image): """ Function to mask clouds based on the pixel_qa band of Landsat 8 SR data :param {ee.Image} image input Landsat 8 SR image :return {ee.Image} cloudmasked Landsat 8 image """ # Bits 3 and 5 are cloud shadow and cloud, respectively. cloudShadowBitMask = (1 << 3) ...
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def solve(grades): """ Return grades rounded up to nearest 5 if above 38, otherwise, do not round the score. """ rounded_grades = [] for grade in grades: if grade >= 38: rounded = ((grade + 5) / 5) * 5 if rounded - grade < 3: grade = rounded ...
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def human_int(s): """Returns human readable time rounded to the second.""" s = int(round(s)) if s <= 60: return '%ds' % s m = s/60 if m <= 60: return '%dm%02ds' % (m, s%60) return '%dh%02dm%02ds' % (m/60, m%60, s%60)
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import uuid def new_config_file(tmpdir_factory): """Only create the filename, but not the actual file.""" testDir = tmpdir_factory.mktemp('test') configFile = testDir.join(uuid.uuid4().hex + '.ini') return str(configFile)
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def get_dist_fast(point, bb): """Calculate the distance between a ``point`` and a bounding box ``bb`` by adding up the x- and y-distance. :param point: a point given by [x, y] :param bb: the bounding box of a baseline polygon :type point: list of float :type bb: Rectangle :return: the distance ...
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def get_fingerprints(): """ fingerprints are stored in plain text file, one fingerprint per file the result is sorted """ with open('fingerprints.txt', 'r') as lines: sqlipat = [line.strip() for line in lines] return sorted(sqlipat)
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import os import glob def identify_files_in_dir(path): """Identify the json files in the given directory recursively.""" return [target for file_path in os.walk(path) for target in glob.glob(os.path.join(file_path[0], '*.json'))]
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def put(a, ind, v, mode='raise'): """ Replaces specified elements of an array with given values. The indexing works on the flattened target array. `put` is roughly equivalent to: :: a.flat[ind] = v Parameters ---------- a : ndarray Target array. ind : array_like ...
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import json def jinja_resilient_substitute(value, json_str): """jinja custom filter to replace values based on a lookup dictionary Args: value ([str]): [original value] json_str ([str]): [string encoded json lookup values] Returns: [str]: [replacement value or original value if n...
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def fliptable(l, b, i): """(╯°□°)╯︵ ┻━┻""" b.l_say(fliptable.__doc__, i) return True
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import glob import os def get_filenames_in_folder(folderpath, pattern="*"): """Return the files or folder names inside a folder. Args: folderpath (str): Folder path. pattern (str): Pattern to find. Returns: list: list of files Examples: >>> l = get_filenames_...
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def polygon2bbox(polygons): """ :param polygons: list[list[float]] ,each list[float] is one simple polygon in the format of [x1, y1, ...,xn,yn] :return: list[list[float]], each list[float] is one simple bounding box candidates, list[float]: [x_min, y_max, x_max-x_min, y_max-y_min] """ bbox...
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import io def ReadSymbolTable(path, skip_epsilon=False): """Read a bijective symbol table in OpenFst text format.""" symbol2label = {} label2symbol = {} with io.open(path, mode='rt', encoding='utf-8') as reader: for line in reader: line = line.rstrip('\n') fields = line.split() assert le...
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import gzip def build_geneinfo(bed): """ Loads bed file into a dictionary with the key being the name and a string being the value Input: BED -- a bed file to load Return: A dictionary with the key being the name position of the bed file and the values being the ordered bed...
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from sys import argv def check_if_cmdinp(): """ Check if there is a commandline argument for reading patterns from file """ if len(argv) > 1: return argv[-1] return ""
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import sqlite3 def table_drop(cursor, table_name): """ Delete a table Returns: ``True`` if table was removed, ``False`` else """ sql_command = f"DROP TABLE '{table_name}';" try: cursor.execute(sql_command).fetchall() except sqlite3.OperationalError: return False ...
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def std_value(x: float, m_x: float, s_x: float) -> float: """ This function computes standardized values of a sequence value given its mean and standard deviation. """ return (x - m_x) / s_x
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import sys def current_version_string(): """Current system python version as string major.minor.micro""" return "{0}.{1}.{2}".format(sys.version_info.major, sys.version_info.minor, sys.version_info.micro)
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def diff_split_by_fields(txt): """Returns dictionary object, key is fieldname, value is it's diff""" result = {} current = None lines = txt.split("\n") for line in lines: if line[:4] == "--- ": continue if line[:4] == "+++ ": line = line[4:].strip() ...
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import os import re def convert_aosconfig_asm(aosconfig_h): """ convert aos_config.h to IAR asm format """ if not os.path.isfile(aosconfig_h): print ("[ERROR]: No such file %s" % aosconfig_h) return 1 patten = re.compile(r"#define\s+(\w*)\s+(.*)") macro_list = [] with open (aoscon...
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def isPointInBox(p, b): """ category: General Utility Functions Return whether a given point is within a given box. For use with standard def boxes (position|rotate|scale). """ return ((abs(p[0]-b[0]) <= b[6]*0.5) and (abs(p[1]-b[1]) <= b[7]*0.5) and (abs(p[2]-b[2]) <= b[8]*0.5))
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def load(state): """Create and setup the state from pickled data. Returns a factory instance. """ name, data = state obj = globals()[name]() obj.__setstate__(data) return obj
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def add(v1, v2): """ Returns the addition of a two 2-D vectors. """ return (v1[0] + v2[0], v1[1] + v2[1])
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import torch def text_embedding(x): """Makes a phrase embedding out of all the word embeddings which constitutes it.""" return torch.sum(x, dim=1)
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def hhv(series, n): """求series在n个周期内的最高值""" hhv_data = series.rolling(n).max() return hhv_data
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def instance_on_host(instance, host_name): """ Returns true if the instance is located on the host """ if host_name != instance['OS-EXT-SRV-ATTR:host']: return False, "instance is not on host" return True, "instance is on host"
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from typing import Dict def format_selector_movements(info:Dict[str,str])->str: """Callback to parse the accounts/cards into a string format """ return f"{info['name']} - {info.get('currency','')}"
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def has_advertise(soup): """ This method is used to judge whether a WorldPress website can advertise. :param soup: The soup of this website. soup comes from BeautifulSoup(r.text, 'lxml'). :return: A String. "True" or "False". """ for script in soup(["script", "style"]): script.decompose...
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def cystic_teratoma_adult(): """Construct a test fixture for adult cystic teratoma. Tests the pediatric flag. """ return { "concept_id": "mondo:0004099", "label": "adult cystic teratoma", "aliases": ["cystic teratoma of adults"], "pediatric_disease": None, "xrefs"...
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def combine_offsets(f, chunk_size=50): """ Combine function calls with offset and limit instead of total amount :param chunk_size: Size of the chunks :return: All results of the chunks """ def chunked_wrapper(self, amount, *args, **kwargs): return [ item for offs...
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def second(obj): """ get second element from iterable """ try: it = iter(obj) next(it) return next(it) except TypeError: return obj except StopIteration: return
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def is_anagram(s1, s2): """ Figures out if the two strings are anagrams. Complexity: O(n) Args: s1: str s2: str Returns: boolean, True if s1 is an anagram of s2. """ letters = {} for c in s1: if c in letters: letters[c] += 1 else: ...
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def set_and_true(key, _dict): """Is key in dict and value True? Args: key (str): Key to lookup in dictionary. _dict (dict): The dictionary. Returns: bool: Is key in dict and value True? """ return key in _dict and _dict[key] is True
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def _quantized_forward(self, *args, **kwargs): """Forward method for a quantized module.""" if not self.training and hasattr(self, "_quantized"): return self._quantized(*args, **kwargs) return self._prepared(*args, **kwargs)
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def tf_trans(T): """ Return translation vector from 4x4 homogeneous transform """ assert T.shape == (4, 4) return T[0:3, 3]
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def funtion_n(x, a, n): """ """ if x < a: return 0.0 return (x - a)**n
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def get_watch_literals_for_clause(claus): """ return tuple of the clause watch literals @param claus: @return: """ claus.watch_literals = claus.get_two_watch_literals() claus.possible_watch_literals = list(set(claus.possible_watch_literals) - set(claus.watch_literals)) return claus.watch...
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def alloc_sync(malloc, free): """sync just mallocs whose has free""" return malloc[~free.isin(malloc)].dropna()
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def develop(envelope): """ Remove the envelope from a message. :param envelope: PokerTHMessage object that envelops a message :return: PokerTH message from the envelope """ msg = [v for _, v in envelope.ListFields() if v != envelope.messageType] assert len(msg) == 1 assert msg[0].IsInit...
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def get_necessary_amount(unspent_transactions, amount, size='small'): """ Calculates the minimum necessary amount needed to pay the required bitcoins of a transaction. :param unspent_transactions: list of the unspent transactions from a bitcoin address. :type unspent_transactions: list :param amount: d...
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def bedExtractIDText(bed_file, gene_ids_param): """Extract bed-12 tracks according the gene names.""" if type(gene_ids_param) != str: # so it's list gene_ids = set(gene_ids_param) else: gene_ids = set([gene_ids_param]) output = [] f = open(bed_file, "r") for line in f: g...
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def servo_duty_cycle(pulse_ms, frequency = 60): """ Formula for working out the servo duty_cycle at 16 bit input """ period_ms = 1.0 / frequency * 1000.0 duty_cycle = int(pulse_ms / 1000 / (period_ms / 65535.0)) return duty_cycle
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def find_party_exp_ratio(mlvl, plvl_list): """计算组队状态下, 怪物的基础经验值加成。 """ counter = 0 for plvl in plvl_list: if abs(plvl - mlvl): counter += 1 if counter >= 2: ratio = 1.0 + (counter - 1) * 0.15 else: ratio = 1.0 return ratio
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def nrefrac(wavelength, density=1.0): """Calculate refractive index of air from Cauchy formula. Input: wavelength in nm, density of air in amagat (relative to STP, e.g. ~10% decrease per 1000m above sea level). Returns N = (n-1) * 1.e6. """ # The IAU standard for conversion from air to vacuum wavele...
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def get_age_schedule_table(schedules): """ Generate a table of initial ages, schedule number, period number, and current age. """ age_schedules = {} for i in range(0, 200, 10): age_schedules[i] = {} for a, schedule in enumerate(schedules): age = i sch...
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def sort_results(results): """Sorts file names based on designated part number. File names are expected to be in the form : {task_id}.{part number}.{extension} :param results: a list of file names to be sorted :type results: list of str """ return sorted(results, key=lambda x: x.split(...
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