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def is_gzipped(filename): """ Returns True if the target filename looks like a GZIP'd file. """ with open(filename, 'rb') as fh: return fh.read(2) == b'\x1f\x8b'
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def get_keys_from_file(csv): """Extract the credentials from a csv file.""" lines = tuple(open(csv, 'r')) creds = lines[1] access = creds.split(',')[2] secret = creds.split(',')[3] return access, secret
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from typing import Union def metric_try_to_float(s: str) -> Union[float, str]: """ Try to convert input string to float value. Return float value on success or input value on failure. """ v = s try: if "%" in v: v = v[:-1] return float(v) except ValueError: ...
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import shutil def disk_usage(pathname): """Return disk usage statistics for the given path""" ### Return tuple with the attributes total,used,free in bytes. ### usage(total=118013599744, used=63686647808, free=48352747520) return shutil.disk_usage(pathname)
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import numbers def ensure_r_vector(x): """Ensures that the input is rendered as a vector in R. It is way more complicated to define an array in R than in Python because an array in R cannot end with an comma. Examples -------- >>> ensure_r_vector("string") "c('string')" >>> ensure_r_...
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def locate_all_occurrence(l, e): """ Return indices of all element occurrences in given list :param l: given list :type l: list :param e: element to locate :return: indices of all occurrences :rtype: list """ return [i for i, x in enumerate(l) if x == e]
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from typing import List def format_count( label: str, counts: List[int], color: str, dashed: bool = False ) -> dict: """Format a line dataset for chart.js""" ret = { "label": label, "data": counts, "borderColor": color, "borderWidth": 2, "fill": False, } if ...
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def get_valid_segment(text): """ Returns None or the valid Loki-formatted urn segment for the given input string. """ if text == '': return None else: # Return the converted text value with invalid characters removed. valid_chars = ['.', '_', '-'] new_text = '' for c...
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def positive_dice_parse(dice: str) -> str: """ :param dice: Formatted string, where each line is blank or matches t: [(t, )*t] t = (0|T|2A|SA|2S|S|A) (note: T stands for Triumph here) :return: Formatted string matching above, except tokens are ...
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def GetVerificationStepsKeyName(name): """Returns a str used to uniquely identify a verification steps.""" return 'VerificationSteps_' + name
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import codecs import logging def read_file(file_path): """ Read the contents of a file using utf-8 encoding, or return an empty string if it does not exist :param file_path: str: path to the file to read :return: str: contents of file """ try: with codecs.open(file_path, 'r', encod...
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def _list_subclasses(cls): """ Recursively lists all subclasses of `cls`. """ subclasses = cls.__subclasses__() for subclass in cls.__subclasses__(): subclasses += _list_subclasses(subclass) return subclasses
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def rho_MC(delta, rhoeq=4.39e-38): """ returns the characteristic density of an axion minicluster in [solar masses/km^3] forming from an overdensity with overdensity parameter delta. rhoeq is the matter density at matter radiation equality in [solar masses/km^3] """ return 140 * (1 + del...
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def is_ascii(string): """Return True is string contains only is us-ascii encoded characters.""" def is_ascii_char(char): return 0 <= ord(char) <= 127 return all(is_ascii_char(char) for char in string)
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def summary(task): """Given an ImportTask, produce a short string identifying the object. """ if task.is_album: return u'{0} - {1}'.format(task.cur_artist, task.cur_album) else: return u'{0} - {1}'.format(task.item.artist, task.item.title)
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from typing import List def build_graph(order: int, edges: List[List[int]]) -> List[List[int]]: """Builds an adjacency list from the edges of an undirected graph.""" adj = [[] for _ in range(order)] for u, v in edges: adj[u].append(v) adj[v].append(u) return adj
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def calculate(cart): """Return the total shipping cost for the cart. """ total = 0 for line in cart.get_lines(): total += line.item.shipping_cost * line.quantity return total
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def format_perm(model, action): """ Format a permission string "app.verb_model" for the model and the requested action (add, change, delete). """ return '{meta.app_label}.{action}_{meta.model_name}'.format( meta=model._meta, action=action)
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import math def normal_to_angle(x, y): """ Take two normal vectors and return the angle that they give. :type x: float :param x: x normal :type y: float :param y: y normal :rtype: float :return: angle created by the two normals """ return math.atan2(y, x) * 180 / math.pi
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import socket def is_open_port(port): """ Check if port is open :param port: port number to be checked :type port: int :return: is port open :rtype: bool """ s = socket.socket(socket.AF_INET, socket.SOCK_STREAM) try: s.bind(("127.0.0.1", port)) except socket.error: ...
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def build_attribute_set(items, attr_name): """Build a set off of a particular attribute of a list of objects. Adds 'None' to the set if one or more of the objects in items is missing the attribute specified by attr_name. """ attribute_set = set() for item in items: attribute_set.add(...
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def get_elk_command(line): """Return the 2 character command in the message.""" if len(line) < 4: return "" return line[2:4]
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def safe_div(a, b): """ Safe division operation. When b is equal to zero, this function returns 0. Otherwise it returns result of a divided by non-zero b. :param a: number a :param b: number b :return: a divided by b or zero """ if b == 0: return 0 return a / b
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def shouldAvoidDirectory(root, dirsToAvoid): """ Given a directory (root, of type string) and a set of directory paths to avoid (dirsToAvoid, of type set of strings), return a boolean value describing whether the file is in that directory to avoid. """ subPaths = root.split('/') for i, sub...
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def get_structure_index(structure_pattern,stream_index): """ Translates the stream index into a sequence of structure indices identifying an item in a hierarchy whose structure is specified by the provided structure pattern. >>> get_structure_index('...',1) [1] >>> get_structure_index('.[.].',1) ...
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def errorcode_from_error(e): """ Get the error code from a particular error/exception caused by PostgreSQL. """ return e.orig.pgcode
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import re def clean_filename(string: str) -> str: """ 清理文件名中的非法字符,防止保存到文件系统时出错 :param string: :return: """ string = string.replace(':', '_').replace('/', '_').replace('\x00', '_') string = re.sub('[\n\\\*><?\"|\t]', '', string) return string.strip()
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def calc_disordered_regions(limits, seq): """ Returns the sequence of disordered regions given a string of starts and ends of the regions and the sequence. Example ------- limits = 1_5;8_10 seq = AHSEDQNAAANTH... This will return `AHSED_AAA` """ seq = seq.replace(' ', '...
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def handle_storage_class(vol): """ vol: dict (send from the frontend) If the fronend sent the special values `{none}` or `{empty}` then the backend will need to set the corresponding storage_class value that the python client expects. """ if "class" not in vol: return None if vo...
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def get_uniform_comparator(comparator): """ convert comparator alias to uniform name """ if comparator in ["eq", "equals", "==", "is"]: return "equals" elif comparator in ["lt", "less_than"]: return "less_than" elif comparator in ["le", "less_than_or_equals"]: return "less_th...
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def inorder_traversal(root): """Function to traverse a binary tree inorder Args: root (Node): The root of a binary tree Returns: (list): List containing all the values of the tree from an inorder search """ res = [] if root: res = inorder_traversal(root.left) re...
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def make_count(bits, default_count=50): """ Return items count from URL bits if last bit is positive integer. >>> make_count(['Emacs']) 50 >>> make_count(['20']) 20 >>> make_count(['бред', '15']) 15 """ count = default_count if len(bits) > 0: last_bit = bits[len(...
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def x_for_half_max_y(xs, ys): """Return the x value for which the corresponding y value is half of the maximum y value. If there is no exact corresponding x value, one is calculated by linear interpolation from the two surrounding values. :param xs: x values :param ys: y values corresponding to...
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def requestor_is_superuser(requestor): """Return True if requestor is superuser.""" return getattr(requestor, "is_superuser", False)
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def removeDuplicates(listToRemoveFrom: list[str]): """Given list, returns list without duplicates""" listToReturn: list[str] = [] for item in listToRemoveFrom: if item not in listToReturn: listToReturn.append(item) return listToReturn
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import random def random_param_shift(vals, sigmas): """Add a random (normal) shift to a parameter set, for testing""" assert len(vals) == len(sigmas) shifts = [random.gauss(0, sd) for sd in sigmas] newvals = [(x + y) for x, y in zip(vals, shifts)] return newvals
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from typing import OrderedDict import six def BuildPartialUpdate(clear, remove_keys, set_entries, field_mask_prefix, entry_cls, env_builder): """Builds the field mask and patch environment for an environment update. Follows the environments update semantic which applies operations in an ...
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def bycode(ent, group): """ Get the data with the given group code from an entity. Arguments: ent: An iterable of (group, data) tuples. group: Group code that you want to retrieve. Returns: The data for the given group code. Can be a list of items if the group code occu...
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import math def bond_number(r_max, sigma, rho_l, g): """ calculates the Bond number for the largest droplet according to Cha, H.; Vahabi, H.; Wu, A.; Chavan, S.; Kim, M.-K.; Sett, S.; Bosch, S. A.; Wang, W.; Kota, A. K.; Miljkovic, N. Dropwise Condensation on Solid Hydrophilic Surfaces. Science Advances 2...
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async def timeron(websocket, battleID): """Start the timer on a Metronome Battle. """ return await websocket.send(f'{battleID}|/timer on')
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import base64 def decode(msg): """ Convert data per pubsub protocol / data format Args: msg: The msg from Google Cloud Returns: data: The msg data as a string """ if 'data' in msg: data = base64.b64decode(msg['data']).decode('utf-8') return data
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from operator import itemgetter def list_unique(hasDupes): """Return the sorted unique values from a list""" # order preserving d = dict((x, i) for i, x in enumerate(hasDupes)) return [k for k, _ in sorted(d.items(), key=itemgetter(1))]
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def selection_criteria_1(users, label_of_interest): """ Formula for Retirement/Selection score: x = sum_i=1_to_n (r_i) — sum_j=1_to_m (r_j). Where first summation contains reliability scores of users who have labeled it as the same as the label of interest, second summation contains reliability scor...
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import re def book_number_from_path(book_path: str) -> float: """ Parses the book number from a directory string. Novellas will have a floating point value like "1.1" which indicates that it was the first novella to be published between book 1 and book 2. :param book_path: path of the currently ...
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def intervals_split_merge(list_lab_intervals): """ 对界限列表进行融合 e.g. 如['(2,5]', '(5,7]'], 融合后输出为 '(2,7]' Parameters: ---------- list_lab_intervals: list, 界限区间字符串列表 Returns: ------- label_merge: 合并后的区间 """ list_labels = [] # 遍历每个区间, 取得左值右值字符串组成列表 for lab in list_la...
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from typing import List def set_process_tracking(template: str, channels: List[str]) -> str: """This function replaces the template placeholder for the process tracking with the correct process tracking. Args: template: The template to be modified. channels: The list of channels to be used. ...
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def read_dynamo_table(gc, name, read_throughput=None, splits=None): """ Reads a Dynamo table as a Glue DynamicFrame. :param awsglue.context.GlueContext gc: The GlueContext :param str name: The name of the Dynamo table :param str read_throughput: Optional read throughput - supports values from "0.1"...
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def check_args(**kwargs): """ Check arguments for themis load function Parameters: **kwargs : a dictionary of arguments Possible arguments are: probe, level The arguments can be: a string or a list of strings Invalid argument are ignored (e.g. probe = 'g', level=...
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def insert_node_after(new_node, insert_after): """Insert new_node into buffer after insert_after.""" next_element = insert_after['next'] next_element['prev'] = new_node new_node['next'] = insert_after['next'] insert_after['next'] = new_node new_node['prev'] = insert_after return new_node
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def classname(object, modname): """Get a class name and qualify it with a module name if necessary.""" name = object.__name__ if object.__module__ != modname: name = object.__module__ + '.' + name return name
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from typing import Union from pathlib import Path from typing import Dict import json def read_json(json_path: Union[str, Path]) -> Dict: """ Read json file from a path. Args: json_path: File path to a json file. Returns: Python dictionary """ with open(json_path, "r") as fp:...
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def gce_zones() -> list: """Returns the list of GCE zones""" _bcds = dict.fromkeys(['us-east1', 'europe-west1'], ['b', 'c', 'd']) _abcfs = dict.fromkeys(['us-central1'], ['a', 'b', 'c', 'f']) _abcs = dict.fromkeys( [ 'us-east4', 'us-west1', 'europe-west4', ...
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def map_parallel(function, xs): """Apply a remote function to each element of a list.""" if not isinstance(xs, list): raise ValueError('The xs argument must be a list.') if not hasattr(function, 'remote'): raise ValueError('The function argument must be a remote function.') # EXERCISE:...
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def get_tone(pinyin): """Renvoie le ton du pinyin saisi par l'utilisateur. Args: pinyin {str}: l'entrée pinyin par l'utilisateur Returns: number/None : Si pas None, la partie du ton du pinyin (chiffre) """ # Prenez le dernier chaine du pinyin tone = pin...
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import requests def fetch_url(url): """Fetches the specified URL. :param url: The URL to fetch :type url: string :returns: The response object """ return requests.get(url)
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def get_symbol_size(sym): """Get the size of a symbol""" return sym["st_size"]
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from pathlib import Path def get_parent_dir(os_path: str) -> str: """ Get the parent directory. """ return str(Path(os_path).parents[1])
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def get_factors(n: int) -> list: """Returns the factors of a given integer. """ return [i for i in range(1, n+1) if n % i == 0]
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def getChrLenList(chrLenDict, c): """ Given a chromosome length dictionary keyed on chromosome names and a chromosome name (c) this returns a list of all the runtimes for a given chromosome across all Step names. """ l = [] if c not in chrLenDict: return l for n in chrLenDict[c]: ...
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import unicodedata def normalize(form, text): """Return the normal form form for the Unicode string unistr. Valid values for form are 'NFC', 'NFKC', 'NFD', and 'NFKD'. """ return unicodedata.normalize(form, text)
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def box(type_): """Create a non-iterable box type for an object. Parameters ---------- type_ : type The type to create a box for. Returns ------- box : type A type to box values of type ``type_``. """ class c(object): __slots__ = 'value', def __init...
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def path_to_model(path): """Return model name from path.""" epoch = str(path).split("phase")[-1] model = str(path).split("_dir/")[0].split("/")[-1] return f"{model}_epoch{epoch}"
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def binary_to_string(bin_string: str): """ >>> binary_to_string("01100001") 'a' >>> binary_to_string("a") Traceback (most recent call last): ... ValueError: bukan bilangan biner >>> binary_to_string("") Traceback (most recent call last): ... ValueError: tidak ada yang diinput...
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def tabindex(field, index): """Set the tab index on the filtered field.""" field.field.widget.attrs["tabindex"] = index return field
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def hook_name_to_env_name(name, prefix='HOOKS'): """ >>> hook_name_to_env_name('foo.bar_baz') HOOKS_FOO_BAR_BAZ >>> hook_name_to_env_name('foo.bar_baz', 'PREFIX') PREFIX_FOO_BAR_BAZ """ return '_'.join([prefix, name.upper().replace('.', '_')])
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def readline_skip_comments(f): """ Read a new line while skipping comments. """ l = f.readline().strip() while len(l) > 0 and l[0] == '#': l = f.readline().strip() return l
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def _verify_weight_parameters(weight_parameters): """Verifies that the format of the input `weight_parameters`. Checks that the input parameters is a 2-tuple of tensors of equal shape. Args: weight_parameters: The parameters to check. Raises: RuntimeError: If the input is not a 2-tuple of tensors wit...
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def _crc16_checksum(bytes): """Returns the CRC-16 checksum of bytearray bytes Ported from Java implementation at: http://introcs.cs.princeton.edu/java/61data/CRC16CCITT.java.html Initial value changed to 0x0000 to match Stellar configuration. """ crc = 0x0000 polynomial = 0x1021 for byte ...
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def is_bond_member(yaml, ifname): """Returns True if this interface is a member of a BondEthernet.""" if not "bondethernets" in yaml: return False for _bond, iface in yaml["bondethernets"].items(): if not "interfaces" in iface: continue if ifname in iface["interfaces"]: ...
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def extract_paths(actions): """ <Purpose> Given a list of actions, it extracts all the absolute and relative paths from all the actions. <Arguments> actions: A list of actions from a parsed trace <Returns> absolute_paths: a list with all absolute paths extracted from the actions ...
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import re def only_letters(answer): """Checks if the string contains alpha-numeric characters Args: answer (string): Returns: bool: """ match = re.match("^[a-z0-9]*$", answer) return bool(match)
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def _InUse(resource): """All the secret names (local names & remote aliases) in use. Args: resource: Revision Returns: List of local names and remote aliases. """ return ([ source.secretName for source in resource.template.volumes.secrets.values() ] + [ source.secretKeyRef.name ...
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import re def re_identify_image_metadata(filename, image_names_pattern): """ Apply a regular expression to the *filename* and return metadata :param filename: :param image_names_pattern: :return: a list with metadata derived from the image filename """ match = re.match(image_names_pattern,...
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def mark_task(func): """Mark function as a defacto task (for documenting purpose)""" func._is_task = True return func
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def make_slack_message_divider() -> dict: """Generates a simple divider for a Slack message. Returns: The generated divider. """ return {'type': 'divider'}
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def _stringify(item): """ Private funtion which wraps all items in quotes to protect from paths being broken up. It will also unpack lists into strings :param item: Item to stringify. :return: string """ if isinstance(item, (list, tuple)): return '"' + '" "'.join(item) + '"' i...
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def _get_tree_filter(attrs, vecvars): """ Pull attributes and input/output vector variables out of a tree System. Parameters ---------- attrs : list of str Names of attributes (may contain dots). vecvars : list of str Names of variables contained in the input or output vectors. ...
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def replace_string(original, start, end, replacement): """Replaces the specified range of |original| with |replacement|""" return original[0:start] + replacement + original[end:]
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def dictionarify_recpat_data(recpat_data): """ Covert a list of flat dictionaries (single-record dicts) into a dictionary. If the given data structure is already a dictionary, it is left unchanged. """ return {track_id[0]: patterns[0] for track_id, patterns in \ [zip(*item.items()) for ...
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def _module_exists(module_name): """ Checks if a module exists. :param str module_name: module to check existance of :returns: **True** if module exists and **False** otherwise """ try: __import__(module_name) return True except ImportError: return False
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def normal_shock_pressure_ratio(M, gamma): """Gives the normal shock static pressure ratio as a function of upstream Mach number.""" return 1.0+2.0*gamma/(gamma+1.0)*(M**2.0-1.0)
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def get_ical_file_name(zip_file): """Gets the name of the ical file within the zip file.""" ical_file_names = zip_file.namelist() if len(ical_file_names) != 1: raise Exception( "ZIP archive had %i files; expected 1." % len(ical_file_names) ) return ical_file_names...
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def decode_field(value): """Decodes a field as defined in the 'Field Specification' of the actions man page: http://www.openvswitch.org/support/dist-docs/ovs-actions.7.txt """ parts = value.strip("]\n\r").split("[") result = { "field": parts[0], } if len(parts) > 1 and parts[1]: ...
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def _nonempty_line_count(src: str) -> int: """Count the number of non-empty lines present in the provided source string.""" return sum(1 for line in src.splitlines() if line.strip())
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def _dump_multipoint(obj, fmt): """ Dump a GeoJSON-like MultiPoint object to WKT. Input parameters and return value are the MULTIPOINT equivalent to :func:`_dump_point`. """ coords = obj['coordinates'] mp = 'MULTIPOINT (%s)' points = (' '.join(fmt % c for c in pt) for pt in coords) ...
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def binary_distance(label1, label2): """Simple equality test. 0.0 if the labels are identical, 1.0 if they are different. >>> from nltk.metrics import binary_distance >>> binary_distance(1,1) 0.0 >>> binary_distance(1,3) 1.0 """ return 0.0 if label1 == label2 else 1.0
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def apply_function(f, *args, **kwargs): """ Apply a function or staticmethod/classmethod to the given arguments. """ if callable(f): return f(*args, **kwargs) elif len(args) and hasattr(f, '__get__'): # support staticmethod/classmethod return f.__get__(None, args[0])(*args, **kwa...
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def make_file_iterator(filename): """Return an iterator over the contents of the given file name.""" # pylint: disable=C0103 with open(filename) as f: contents = f.read() return iter(contents.splitlines())
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def pad_in(string: str, space: int) -> str: """ >>> pad_in('abc', 0) 'abc' >>> pad_in('abc', 2) ' abc' """ return "".join([" "] * space) + string
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def extend_params(params, more_params): """Extends dictionary with new values. Args: params: A dictionary more_params: A dictionary Returns: A dictionary which combines keys from both dictionaries. Raises: ValueError: if dicts have the same key. """ for yak in more_params: if yak in p...
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def get_rdf_lables(obj_list): """Get rdf:labels from a given list of objects.""" rdf_labels = [] for obj in obj_list: rdf_labels.append(obj['rdf:label']) return rdf_labels
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def get_request_list(flow_list: list) -> list: """ 将flow list转换为request list。在mitmproxy中,flow是对request和response的总称,这个功能只获取request。 :param flow_list: flow的列表 :return: request的列表 """ req_list = [] for flow in flow_list: request = flow.get("request") req_list.append(request) ...
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def _B(slot): """Convert slot to Byte boundary""" return slot*2
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def union(l1, l2): """ return the union of two lists """ return list(set(l1) | set(l2))
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def get_start_end(sequence, skiplist=['-','?']): """Return position of first and last character which is not in skiplist. Skiplist defaults to ['-','?']).""" length=len(sequence) if length==0: return None,None end=length-1 while end>=0 and (sequence[end] in skiplist): end-=1 ...
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def middle(word): """Returns all but the first and last characters of a string.""" return word[1:-1]
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import re from pathlib import Path import json def load_stdlib_public_names(version: str) -> dict[str, frozenset[str]]: """Load stdlib public names data from JSON file""" if not re.fullmatch(r"\d+\.\d+", version): raise ValueError(f"{version} is not a valid version") try: json_file = Pat...
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def calc_dof(model): """ Calculate degrees of freedom. Parameters ---------- model : Model Model. Returns ------- int DoF. """ p = len(model.vars['observed']) return p * (p + 1) // 2 - len(model.param_vals)
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import functools def skip_if_disabled(func): """Decorator that skips a test if test case is disabled.""" @functools.wraps(func) def wrapped(*a, **kwargs): func.__test__ = False test_obj = a[0] message = getattr(test_obj, 'disabled_message', 'Test disabled'...
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from typing import Any import itertools def _compare_keys(target: Any, key: Any) -> bool: """ Compare `key` to `target`. Return True if each value in `key` == corresponding value in `target`. If any value in `key` is slice(None), it is considered equal to the corresponding value in `target`. ...
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