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def _mergeEnvironments(currentEnv, otherEnv): """Merges two execution environments. If both environments contain PATH variables, they are also merged using the proper separator. """ resultEnv = dict(currentEnv) for k, v in otherEnv.items(): if k == 'PATH': oldPath = currentE...
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import requests from bs4 import BeautifulSoup def scrap_page(slug): """ Scrape the documentation page body text. :param slug: Documentation URL slug eg. 'the-lead-page' :return: Documentation page body text if it exists """ url = f"https://help.close.com/docs/{slug}" response = requests.g...
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def get_planet_product_type(img_path): """ return if file is scene or OrthoTile""" split = img_path.stem.split('_') # check if 4th last imagename segment is BGRN if split[-4] == 'BGRN': pl_type = 'OrthoTile' else: pl_type = 'Scene' return pl_type
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def grab_children_from_sequence(seq, t_i): """ Given a sequence of nodes and a sequence of coordinates return the corresponding children. This allows us to access a root node's children given the indices which that node has stored during the ast_to_nodelist. """ return [seq[t...
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from typing import Iterable def _unique(*args: Iterable) -> list: """Return a list of all unique values, in order of first appearance. Args: args: Iterables of values. Examples: >>> _unique([0, 2], (2, 1)) [0, 2, 1] >>> _unique([{'x': 0, 'y': 1}, {'y': 1, 'x': 0}], [{'z':...
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def combine_images(center, left, right, measurement, correction): """ Combine the image paths from `center`, `left` and `right` using the correction factor `correction` Returns ([image_paths], [measurements]) """ image_paths = [] image_paths.extend(center) image_paths.extend(left) image_...
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import functools import operator def compute_check(msg): """ Compute the check value for a message AUCTUS messages use a check byte which is simply the XOR of all the values of the message. """ if len(msg) == 0: return 0 return functools.reduce(operator.xor, msg)
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import json def _get_options(options_file=None): """ Read in options_file as JSON. :param options_file: filename to return :type options_file: str :return: options as dictionary :rtype: dict """ if options_file is not None: with open(options_file, 'r') as opt_fil...
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def parse_account(config, auth, account): """ Breaks a [account:advertiser@profile] string into parts if supplied. This function was created to accomodate supplying advertiser and profile information as a single token. It needs to be refactored as this approach is messy. Possible variants include: * [a...
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def get_units(unit): """ Return a dict of units based on the unit format code. :type unit: str :param unit: unit format :return dict containing units for weather measurements """ if unit == 'us': return { 'unit': 'us', 'nearestStormDistance': 'mph', ...
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def add_countdown_in(date, event, events_dates_per_event): """ Given a date and an even, compute the number of days until the next occurence of this events within events_dates_per_event """ countdown = [] for special_date in events_dates_per_event[event]: date_count_down = (special_date ...
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def rm_www_prefix(text): """ Remove www prefix """ prefix = "www." if text.startswith(prefix): return text[len(prefix) :] return text
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def normalize_pipeline_name(name=''): """Translate unsafe characters to underscores.""" normalized_name = name for bad in '\\/?%#': normalized_name = normalized_name.replace(bad, '_') return normalized_name
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from typing import List from typing import Callable def abstract_calc_sim(query: List[str], content: List[List[str]], func_vec: Callable[[List[str], List[str]], float]) -> List[float]: """ Calculate the sim_scores for every query compared to each element of content ...
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import random def generate_random_token(length=64): """ Generates a random token of specified length. """ lrange = 16 ** length hexval = "%0{}x".format(length) return hexval % (random.randrange(lrange))
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def is_from_new_app(metadata): """Events created by the new www.missionbit.org donation portal should be ignored """ return metadata.get("app") == "www.missionbit.org"
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import re def remove_marks(text): """ Remove those unnecessary marks inside texts. Arg: text: A string that could be either posts or comments. Return: new_text: A string which is a clean sentence. """ # remove HTML tags new_text = re.sub('<.*?>', '', text) # remove ...
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import glob def synth_fnames(state, county): """ get list of fnames for synthetic population for given state/county Parameters ---------- state : str, two-letters, e.g. 'mn' county : int, FIPS code without state digits (e.g. 53) """ fname_list = glob.glob(f'/ihme/scratch/users/beatrixh/sy...
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from pathlib import Path from typing import Iterable import click def _requirements( path: Path, packages: Iterable[str], silent: bool = False ) -> Path: """ Create a ``requirements.txt`` file. :param path: the output path :param packages: the packages :param silent: ``Tru...
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def lput(thing, l): """ LPUT thing list outputs a list equal to its second input with one extra member, the first input, at the end. """ return l + [thing]
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def apply_time_filter(dataset_row, time_interval): """Returns True if data is within the given time intervals.""" merge_time = dataset_row['grounded_normalized_time'] lower_time, upper_time = time_interval return merge_time > lower_time and merge_time < upper_time
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def _is_variable_assignation(line: str) -> bool: """Check if the line is a variable assignation. This function is used to check if a line of code represents a variable assignation: * if contains a "=" (assignation) and does not start with import, nor @, nor def, nor class. * then it is ==> is...
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def gconfname(path): """Turn gconf path into name.""" return path.split('/')[-1]
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def calculate_polynomial_derivative_term(coefficient, variable, order): """Calculates the derivative of the nth order term of a polynomial. Args: coefficient (float): The coefficient of the nth order term in the polynomial variable (float): float to plug in for the variable in the p...
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def reverse_geometric_key(string): """Reverse a geometric key string into xyz coordinates.""" xyz = string.split(',') return [float(i) for i in xyz]
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def remove_empty_files(data_dic,threshold=5): """ Remove the empty files from dict. An empty file is a file where the number of chars is below the threshold. return a dict and a list of removed files """ removed_files_list = [file for file in data_dic.keys() if len(data_dic[file]['text'])<=threshold ] for fil...
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def read_test(data_path): """Read a wd_*.f1 file in NET-COLING2018 dataset and returns as a list.""" test_examples = [] with open(data_path, 'r', encoding='utf-8') as lines: for line in lines: if line: test_ex = list(line.strip()) test_examples.append(test...
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import requests def get_json_resource(resource_uri): """ Get a uri which returns JSON, return Python object. Returns None if the request status code is 4xx or 5xx. :param resource_uri: uri to request :return: Python dict/object from the request JSON. """ r = requests.get(resource_uri) ...
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def coordinate_of_sequence(sequence): """ ___0__1__2__3__4__ 4| 1 2 3 4 5 3| 6 7 8 9 10 2| 11 12 13 14 15 1| 16 17 18 19 20 0| 21 22 23 24 25 """ y = 4 - ((sequence - 1) // 5) x = (sequence - 1) % 5 return x, y
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def log2(num): """ Integer-valued logarigthm with base 2. If ``n`` is not a power of 2, the result is rounded to the smallest number. """ pos = 0 for pow_ in [16, 8, 4, 2, 1]: if num >= 2 ** pow_: num //= (2 ** pow_) pos += pow_ return pos
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import requests def edges(word: str, lang: str = "th"): """ Get edges from `ConceptNet <http://api.conceptnet.io/>`_ API. ConceptNet is a public semantic network, designed to help computers understand the meanings of words that people use. For example, the term "ConceptNet" is a "knowledge graph"...
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import torch def raw_net_output(net, example): """ Args: net (FlowNet): Instance of networks.flownet.FlowNet model. example (dict): Un-processed example. Returns: flow_pred (Tensor, shape=1x2xHxH, type=FloatTensor): Raw flow prediction output of net. """ net.eval() exa...
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def term_key_to_semester_year(term_key): """ Convert a 4-digit term number to semester and year """ term_key = int(term_key) return ["Spring", "Summer", "Fall"][term_key % 10 // 2 - 2], 2000 + term_key % 1000 // 10
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def find_segments(j, e, c, OPT): """ Given an index j, a residuals dictionary, a line cost, and a dictionary of optimal costs for each index, return a list of the optimal endpoints for least squares segments from 0-j """ if j == -1: return [] else: vals = [(e[i][j] + c + OPT[...
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def _is_combinator_subset_of(specific, general, is_first=True): """Return whether `specific` matches a non-strict subset of what `general` matches. """ if is_first and general == ' ': # First selector always has a space to mean "descendent of root", which # still holds if any other selec...
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import random def get_starts(N, M, batch_size, option): """ Given the number of elevations(N), azimuths(M), batch size and the option (different types of starts), this function returns the start indices for the batch. start_idx: list of [start_elev, start_azim] for each panorama in the batch """ ...
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def calculate_fantasy_points(player) -> float: """ Calculate the fantasy points this player earned from the formula Kill = 0.3 Death = -0.3 Assist = 0.15 Last Hit = 0.003 Gold per minute = 0.002 EXP per minute = 0.002 Seconds of enemy stuns = 0.07 Every 1000 allied healing done ...
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def remap(indict, *args, **kwargs): """ Re-map keys of indict using information from arguments. Non-keyword arguments are keys of input dictionary that are passed unchanged to the output. Keyword arguments must be in the form new="old" and act as a translation table for new key names. """...
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def add_trailing_slash(path): """Add a trailing slash if not present Parameters ---------- path : str A string representing a path Returns ------- str A new string with a trailing / if not previously present. """ if path[-1] != '/': path += '/' return pa...
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def registrar(registry, name="entry"): """ Creates and returns a register function that can be used as a decorator for registering functions into the given registry dictionary. :param registry: Dictionary to add entry registrations to. :param name: Name to give to each entry. "entry" is used by def...
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def guess_type_value_type(none=True): """ @param none if True and all values are empty, return None @return the list of types recognized by guess_type_value """ typstr = str return [None, typstr, int, float] if none else [typstr, int, float]
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import re def parse_header(header): """ Extract ID of the (overall) sequence and the sequence range fromat a sequence header of the form sequenceID/start-end. If the header contains any additional information after the first whitespace character (e.g. sequence annotation), it will be disc...
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def is_authenticated(cookie_string, prefix='', rconn=None): """Check for a valid cookie, if exists, return True If not, return False.""" if rconn is None: return False if (not cookie_string) or (cookie_string == "noaccess"): return False cookiekey = prefix+cookie_string tr...
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def powerhalo(r,rs=1.,rc=0.,alpha=1.,beta=1.e-7): """return generic twopower law distribution inputs ---------- r : (float) radius values rs : (float, default=1.) scale radius rc : (float, default=0. i.e. no core) core radius alpha : (float, default=1.) inner halo slope be...
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from typing import List def ParseFilterFile(filepath: str, p_filts: List[str], n_filts: List[str]) -> str: """Takes a path to a filter file, parses it, and constructs a gtest_filter string for test execution. Args: filepath (str): The path to the filter file to be pa...
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def is_leap_year(year): """ Returns whether a year is a leap year - Leap years are any year that can be exactly divided by 4 - Except if it can be divided exactly by 100 then it isn't - But if it can be divided exactly by 400 then it is a leap year """ if (year % 4 == 0 and year ...
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def parseIntList(string): """Parses a comma-separated string of ints into a list""" splitarray = string.split(",") int_list = [] for elem in splitarray: int_list.append(int(elem)) return int_list
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def convert_str_version_number(version_str): """ Convert the version number as a integer for easy comparisons :param version_str: str of the version number, e.g. '0.33' :returns: tuple of ints representing the version str """ version_numbers = version_str.split('.') if len(version_number...
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import torch def float_2_label(x, bits): """output = float_2_label(x, bits) Assume x is a float value, do N-bits quantization and return the code index. input ----- x: data to be converted, any shape x value should be [-1, 1] bits: number of bits, int output...
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import typing def _split_bits(i: int) -> typing.Tuple[bool, bool, bool, bool, bool, bool, bool, bool]: """Split a byte (an int) into its 8 bits (a tuple of 8 bools).""" assert i in range(256) return ( bool(i & (1 << 7)), bool(i & (1 << 6)), bool(i & (1 << 5)), bool(i & (1 << 4)), bool(i & (1 << 3)), ...
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import math import torch def adjust_intrinsics_crop(K, crop_size, bbox, max_crop_area): """ Adjust intrinsics to render the crop Args: sample: intrinsics parameters crop_size: size of the crop bbox: 2D bounding box max_crop_area: Maximum crop area (to assure Ret...
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def overlap(a, b): """ Checks to see if two casings intersect, or have identical start/end positions. """ # If the casing start/end intersects intersect = (a[0] > b[0] and a[0] < b[1]) or (a[1] > b[0] and a[1] < b[1]) # If the casings start or end in the same place overlap = (a[0] == b[0]) o...
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from typing import Dict def pay_invoice(self, currency: str, order_id: str) -> Dict: """ Enables authenticated users to pay the invoice order :param currency: (required) currency name :param order_id: (required) invoice order ID :return: Dict """ method = 'P...
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def upgrade(module, port_path): """ Upgrade outdated ports. """ rc, out, err = module.run_command("%s upgrade outdated" % port_path) # rc is 1 when nothing to upgrade so check stdout first. if out.strip() == "Nothing to upgrade.": changed = False msg = "Ports already upgraded" ...
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def parse_ip_regex_str(ip_regexs_str): """ It splits a comma separated string into a list. Each one in the result list should be a regex string. :param ip_regexs_str: is a comma separated string, such as: `192[.]168[.],172[.]16[.]`. With this argument, it returns: `['192[.]168[.]', '172[.]16[.]']`. ...
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def xor(a, b): """ exclusive or; a or b, but not both >>> xor(1, 0) 1 >>> xor(0, 1) 1 >>> xor(1, 1) 0 >>> xor(0, 0) 0 """ return int((a or b) and not (a and b))
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def get_variables(interface1, interface2, interface3): """Create and return a dictionary of test variables. :param interface1: Name of an interface. :param interface2: Name of an interface. :param interface3: Name of an interface. :type interface1: string :type interface2: string :type inte...
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import torch def extract_torchmeta_task(cs, class_ids): """ Extracts a single "episode" (ie, task) from a ClassSplitter object, in the form of a dataset, and appends variables needed by DatasetDistance computation. Arguments: cs (torchmeta.transforms.ClassSplitter): the ClassSplitter ...
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def blurhash_validity_checker(blurhash: str) -> bool: """Checks if a blurhash is valid and returns True or False""" if len(blurhash) < 6: return False characters = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz#$%*+,-.:;=?@[]^_{|}~" characters_values = dict(zip(characters, rang...
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def get_sentiment_emoji(sentiment): """Returns an emoji representing the sentiment score.""" if sentiment == 0: return ":neutral_face:" elif sentiment > 0: return ":thumbsup:" else: # sentiment < 0: return ":thumbsdown:"
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def get_end(model): """ Get the end position of a (feature) location. For point locations the position value is returned. In case of uncertain end range, the maximum is returned. """ if model.get("location"): model = model["location"] if model["type"] == "range": return model...
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import patoolib def has_codec (program, codec): """Test if program supports given codec.""" if program == '7z' and codec == 'rar': return patoolib.util.p7zip_supports_rar() if patoolib.program_supports_compression(program, codec): return True return patoolib.util.find_program(codec)
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def get_interface_setting(file): """Return the value content of a setting file as int""" with open(file) as f: value = f.read() return int(value)
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def exponential_backoff(count): """ Wait 2**N seconds. """ return 2 ** count
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def profile_scorer(sitter_name): """ Returns a float value (limited to 2 decimal places) as defined for 1. Profile Score: " 5 times the fraction of the English alphabet comprised by the distinct letters in what we've recovered of the sitter's name. For example, the sitter name `Leilani R...
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from requests import get def url_resolves(any_url: str) -> bool: """Checks if the given url resolves sucessfully Args: any_url (str): the full url of any media, article, content Returns: bool: returns False if it can't resolve the given link """ response = get(any_url) if resp...
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from pathlib import Path def is_relative_to(parentpath: Path, subpath: Path) -> bool: """ Check if subpath is relative to parentpath Parameters ---------- parentpath The (potential) parent path subpath The (potential) subpath Returns ------- rc A boolean ...
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def present_value(value, year, discount_rate, compounding_rate=1): """ Calculates the present value of a future value similar to numpy.pv, except numpy.pv gave weird negative values :param value: The future value to get the present value of :param year: How many years away is it? :param discount_rate: The discoun...
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def check_crop_size(image_height, image_width): """Checks if image size divisible by 32. Args: image_height: image_width: Returns: True if both height and width divisible by 32 and False otherwise. """ return image_height % 32 == 0 and image_width % 32 == 0
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import logging def get_logger(name, level=logging.CRITICAL+1): """ Create a suitable logger object for this module. The goal is not to change settings of the root logger, to avoid getting other modules' logs on the screen. If a logger exists with same name, reuse it. (Else it would have duplicate ...
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import torch def get_dihedral(c1, c2, c3, c4): """ Returns the dihedral angle in radians. Will use atan2 formula from: https://en.wikipedia.org/wiki/Dihedral_angle#In_polymer_physics Inputs: * c1: (batch, 3) or (3,) * c2: (batch, 3) or (3,) * c3: (batch, 3) or (3,...
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def lines(s): """ Split a string in lines using the following conventions: - a line ending \r\n or \n is a separator and yields a new list element - empty lines or lines with only white spaces are not returned. - returned lines are stripped. Because of these constraints "".split() cannot be use...
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def _band_detection(observations, min_freq, max_freq): """ Obtain a subset of the provided pandas.DataFrame that contains observations in the range of minimum frequency (min_freq) to maximum frequency (max_freq) in GHz. This is used to define the frequency range of various ALMA bands. """ band_obs ...
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def sort(purpose, config_projects, requested_projects): """Sort projects in the config for the specified 'purpose' into valid and stale entries. The config_projects mapping will have all 'purpose' projects deleted from it in the end. The requested_projects mapping will have any project which was approp...
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import string def is_punctuation(term): """ Check whether a string consists of a single punctuation mark Example: >>> is_punctuation(".") True >>> is_punctuation("word") False """ return len(term) == 1 and term in string.punctuation
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import re def get_pattern_from_attr_permissions_dict(attr_permissions): """ Construct a compiled regular expression from a permissions dict containing a list of what to include and exclude. Will be used in ObjWrapper if permissible_attr_pattern is a dict. Note that the function enforces certain patter...
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def sanitize(time_string): """ :param time_string: Input time string, which may have mins and seconds separated by either ':', '-' or '.' :return: Uniformly formatted time string with mins and secs separated by '.' """ if "-" in time_string: splitter = "-" elif ":" in time_string: splitter = ":" e...
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def _create_name_mapping(all_nodes): """ helper function to creates the name of the nodes within a GraphPipeline model - if no ambiguities, name of node will be name of model - otherwise, name of node will be '%s_%s' % (name_of_step,name_of_model) Parameters ---------- all_nodes : list...
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import ipaddress def address_in_range(address, net_ranges): """ check if given ip address is in user network ranges :param address: string ip_address :param net_ranges: list of network ranges :return: boolean """ result = False for adr_range in net_ranges: try: resu...
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import socket def get_localIP_to_remoteIP(connection_type, external_ip, external_port=80): """ <Purpose> Resolve the local ip used when connecting outbound to an external ip. <Arguments> connection_type: The type of connection to attempt. See socket.socket(). external_ip: The ext...
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def int_comma(value): """ Converts an integer to a string containing commas every three digits """ val_str = str(value) split = val_str.split(".") val_int = split[0] try: val_point = "." + split[1] except IndexError: val_point = "" val_list = [] for count, i in enumerate(reversed(val_int)): val_list....
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def subverParseClient(s): """return the client name given a subversion string""" return s[1:].split(":")[0]
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from datetime import datetime def calc_open_doors(event_date: str): """Given event date, calculates the time doors open From: https://www.facebook.com/pg/openstudio.bar/about/?ref=page_internal - Open times for venue, not really a doors open policy, just open times Args: event_date (str): Sho...
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def identity_reducer(k, vs): """ This is the identity reducer, unrolls the values and recreates all the (k, v) pairs again. :param k: key :param vs: list of values :return: (k,v) as a pair """ return [(k, v) for v in vs]
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import platform def wrapCommand(cmd): """ If running on OS X 10.5 or older, wrap |cmd| so that it will be executed as an i386 binary, in case it's a 32-bit/64-bit universal binary. """ if platform.system() == "Darwin" and \ hasattr(platform, 'mac_ver') and \ platform.mac_ver()[0][:4] < '10.6': ...
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def get_car_unchanging_properties(car): """ Gets car properties that are expected to not change at all for a given car VIN/ID during a reasonable timescale (1 week to 1 month) :param car: car info in original system JSON-dict format :return: dict with keys mapped to common electric2go format """...
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def calc_vmin_vmax(list_xr, quant=0.01): """ Calculates vmin/vmax for list of xr DataArrays. Convenient for plotting multiple subplots with same limits. :param list_xr: list of xarray DataArrays. :param quant: quantile to calculate vmin/vmax from :return: vmin, vmax Example ----- >>> fr...
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def db2amplitude(db: list): """ Convert decibel to amplitude :param db: the decibel value :return: the amplitude value """ amp = [pow(10, (d / 20)) for d in db] return amp
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def AntelopePf2dict(pf): """ Converts a AntelopePf object to a Python dict. This converts a AntelopePf object to a Python dict by recursively decoding the tbls. :param pf: AntelopePf object to convert. :type md: :class:`~mspasspy.ccore.AntelopePf` :return: Python dict equivalent to md. ...
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def _seq_id_filter(id: str) -> str: """ Replaces underscores and semicolons with dashes in the sequence IDs. This is needed to have nice output filename templates with underscore as a delimiter for parameters """ result = id.replace("_", "-") return result.replace(";", "-")
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def has_organization_field(obj): """ To check whether this object has a organization field :param obj: object to check :return: True if organization field exists, otherwise false """ return hasattr(obj, 'organization')
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def last_digit_of(a,b): """ Calculates the last digit of a^b Args: a (int): Base of a^b b (int): Exponent of a^b Returns: (int): The last digit of a^b """ last_digit_a = int(str(a)[-1]) if b % 4 == 0: exp = 4 else: exp = b % 4 retur...
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def extract_channel(signal, channel_number): """Extract single channel from a multi-channel (stereo) audio signal""" try: return signal[:, channel_number] except IndexError: return signal
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def count_mpmcts(filename): """ Given a .pla file with a list of MPMCT gates, tally up the number of gates with each different number of controls Parameters: filename (str): Name of a .pla-formatted file Outputs: num_total_controls (int): the maximum number of control bits ...
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import random def get_random_integer(min_result=0, max_result=65535): """ Returns a random integer. :param min_result: The minimum number that can be generated. :type min_result: :class:`int` :param max_result: The maximum number that can be generated. :type max_result: :class:`int` :re...
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def update_vocab_info(vocab, word_counts): """ return dict of { word : {'count', 'index'} } """ return { word: {'count': word_counts[word], 'index':i} for i,word in enumerate(vocab)}
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def cart2(list1: list, list2: list) -> list: """Cartesian product of two lists. :param list list1: input list 1 :param list list2: input list 2 :return: a new list contains all Cartesian products of the two lists. :rtype: list >>> cart2(['a','b'], [1,2]) [['a',1],['a',2],['b',...
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import itertools def natoms(self): """ Sequence of number of sites of each type associated with the Poscar. Similar to 7th line in vasp 5+ POSCAR or the 6th line in vasp 4 POSCAR. """ return [len(tuple(a[1])) for a in itertools.groupby(self.syms)]
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def truncation_selection(population, n_best): """ Sort the individuals according to their fitness and pick the first `n_best` for reproduction returns a tuple, with individual and its fitness """ sorted_population = sorted(population, key=lambda x: x.fitness) return sorted_population[0:n_bes...
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def ParseAction(messages, action): """Converts an action string to the corresponding enum value. Options are: 'allow' or 'deny', otherwise None will be returned. Args: messages: apitools.base.protorpclite.messages, the proto messages class for this API version for firewall. action: str, the action...
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