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def join_qualified(region, view): """ Given a region, expand outward on periods to return a new region defining the entire word, in the context of Elm syntax. For example, when the region encompasses the 'map' part of a larger 'Dict.map' word, this function will return the entire region encompa...
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def time_into_milliseconds(time_string: str) -> int: """Utility function to turn time string into milliseconds from H:M:S.f format.""" hours = int(time_string[:2]) mins = int(time_string[3:5]) seconds = float(time_string[6:]) return int(hours * 3600000 + mins * 60000 + seconds * 1000)
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from datetime import datetime def get_number_of_seconds_before_time(time): """ Get number of seconds until time. :param time: number of seconds into the day. :return: seconds until time. """ current_time = datetime.now() current_seconds = ( current_time.hour * 60 * 60 + current_tim...
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def _format_function_call(fn_name, *v, **k): """ Return a Python function call as a string. Keywords are sorted. EXAMPLES:: sage: from sage.geometry.polyhedron.backend_normaliz import _format_function_call sage: _format_function_call('foo', 17, hellooooo='goodbyeeee') "foo(17,...
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def get_all_items(combo_box): """ Gets all the items in a combobox as a list. Will raise an IndexError if there are not items in the combobox :param combo_box: your QComboBox :return: items of the QComboBox """ items = [] for item in [combo_box.itemText(i) for i in rang...
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def clean_chars(value, cleanchars): """ Remove chars for cleaning :param value: String to be cleaned :param cleanchars: Characters to remove from value :return value: Cleaned string """ for char in cleanchars: value = value.replace(char, '') return value
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def operating_cf(cf_df): """Checks if the latest reported OCF (Cashflow) is positive. Explanation of OCF: https://www.investopedia.com/terms/o/operatingcashflow.asp cf_df = Cashflow Statement of the specified company """ cf = cf_df.iloc[cf_df.index.get_loc("Total Cash From Operating Activities"...
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def _notebook_cell_is_clean(cell): """Check if a single notebook cell is clean.""" return cell["cell_type"] != "code" or ( not cell["outputs"] and not cell["execution_count"] )
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def table_exists(db, name): """Check if the table 'name' exists in the database.""" name = str(name) query = "SELECT 1 FROM sqlite_master WHERE type='table' and name=?" return db.execute(query, (name,)).fetchone() is not None
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def not_found(params, start_response): """Not found response.""" status = '404 NOT FOUND' start_response(status, [('Content-Type', 'text/plain'), ('Access-Control-Allow-Origin', '*'), ('Content-Length', '15')]) return ['Page Not Found!'] return...
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from typing import List def filter_list(unfiltered_list: List) -> List: """Filters empty lists and None's out of a list. :param unfiltered_list: A list to filter. :return: A list containing no empty lists or None's """ filtered_list = [element for element in unfiltered_list i...
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def object_access_allowed(groups, path): """ Decide if a user is allowed to access a path """ for group in groups.split(','): if path.startswith(group): return True return False
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from io import StringIO import csv import json def convert_csv_content_to_json(csv_content): """ Convert CSV content to a JSON string return json_string, None return None, err_msg """ if not csv_content: return (None, 'No content specified') # Read the CSV content into python dic...
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from typing import Any def default_function(n: int, value: Any=None): """ Creates a dummy default function to provide as default value when a func parameter is expected. `n` is the number of parameters expected. `value` is the default value returned by the function """ if n == 0: r...
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def milliseconds_to_timecode(milliseconds): """ Takes a time in milliseconds and converts it into a time code. """ hours = milliseconds // 3600000 milliseconds %= 3600000 minutes = milliseconds // 60000 milliseconds %= 60000 seconds = milliseconds // 1000 milliseconds %= 1000 return ...
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def parsing_explore_lines(explore_list, loc_list): """ This function parses a list of explore lines into a grouped structure of explore lines. :param explore_list: the list representing raw explore file. :type explore_list: list :param loc_list: the list of dividers, each divider is the number of...
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def _diff_for(gitrepo, rev_range=None): """ Get a list of :py:class:`git.diff.Diff` objects for the repository. :param git.repo.base.Repo gitrepo: Git repository :param RevRangePair rev_range: optional revision to use instead of the Git index """ if rev_range: return rev_range.a...
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import functools import string import unicodedata def unaccent(text): """Translate accented characters to their non-accented equivalents""" @functools.cache def unaccent_c(char): if char in string.printable: return char elif unicodedata.combining(char): return None else: return unicodedata.normalize...
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def print_topics(model, feature_names, n_top_words, topic_prev): """Prints the topic information. Takes the sklearn.decomposition.LatentDiricheltAllocation lda model, the names of all the features, the number of words to be printined per topic, a list holding the freq of each topic in the corpus""" i = 0 message_...
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def clean_species_name(common_name): """ Converts various forms of "human" to the token "human", and various forms of "empty" to the token "empty" """ _people_tags = { 'Bicycle', 'Calibration Photos', 'Camera Trapper', 'camera trappper', 'camera trapper'...
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def da_to_string(da): """Generate a human readable version of a 1D :class:`xarray:xarray.DataArray`. Parameters ---------- da : :class:`xarray:xarray.DataArray` The :class:`xarray:xarray.DataArray` to display. Must only have one dimension. Returns ------- str_val : str Stri...
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from functools import reduce from operator import mul from operator import truediv def divideLists(lst1, lst2): """Return the elementwise quotient of lst1 and lst2. >>> divideLists([1, 2, 3],[4, 5, 6]) [0.25, 0.4, 0.5] >>> divideLists([1, 2, 3],[4, 0, 6]) Traceback (most recent call last): ....
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def provider2network(provider): """ Convert a MADIS network ID to one that I use, here in IEM land""" if provider in ['KYMN']: return provider if provider == 'MesoWest': return 'VTWAC' if len(provider) == 5 or provider in ['KYTC-RWIS', 'NEDOR']: if provider[:2] == 'IA': ...
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def check_possible_win(piece, win, board_state): """Returns a bool depending on if a win with a given piece is on the board""" # Check if the given piece has the winning combination on board for square in win: if "{}{}".format(piece, square) not in board_state: return False ...
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def _SimplifyContacts(contacts): """Returns one contact if all 3 contacts are equal, and all 3 contacts otherwise.""" if contacts.registrantContact == contacts.adminContact and contacts.registrantContact == contacts.technicalContact: return contacts.registrantContact return contacts
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def figure_linguistic_type(labels): """ Gets linguistic type for labels Parameters ---------- labels : list of lists the labels of a tier Returns ------- the linguistic type """ if len(labels) == 0: return None elif len(labels) == 1: return lab...
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def duration_from_toml_value(value): """converter for dataset split durations. If value is -1, that value is returned -- specifies "use the remainder of the dataset". Other values are converted to float when possible.""" if value == -1: return value else: return float(value)
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def checkGameStatus(board, max_tile=2048): """ Update the game status by checking if the max. tile has been obtained. Parameters: board (list): game board max_tile (int): tile number required to win, default = 2048 Returns: (str): game status WIN/LOSE/PLAY """ flat_board...
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def parse_hex(text): """Parse a hex number from text or fail :param text: Text to parse hex number from :type text: str :return: Parsed hex number :rtype: int :raise RuntimeError: If text does not contain a valid hexadecimal number """ try: return int(text, 0) except ValueE...
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def tick_maker(old_ticks,n): """Set n-1 evenly spaced tick marks to make axes look prettier""" if n < 2: raise ValueError('n must be greater than 1') n = n-1 delta = (old_ticks[-1] - old_ticks[0])/n new_ticks = [] for i in range(n): new_ticks.append(old_ticks[0] + i*delta) ...
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def norm_int_dict(int_dict): """Normalizes values in the given dict with int values. Parameters ---------- int_dict : list A dict object mapping each key to an int value. Returns ------- dict A dict where each key is mapped to its relative part in the sum of all dic...
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def _to_reconfigure_payload(**kwargs): """ Utility to convert kafka message to reconfigure API payload. :param action_params: Action parameters in key/value pairs. key - param name, value - param value :type action_params: ``dict`` :param invoker-selector: Possible values...
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def bin_string_to_bytearray(binary_string: str) -> bytearray: """Converts a binary string to a bytearray Parameters ---------- binary_string: str The binary string used to build the bytearray Returns ------- bytearray The generated bytearray """ # Fill in bits if the...
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import typing def bool_converter(obj: typing.Any) -> bool: """Returns False if argument is 'false' string or zero.""" return (obj != 0) and (str(obj).lower() != "false")
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def compute_gcd(x, y): """Compute gcd of two positive integers x and y""" if x < y: return compute_gcd(y, x) residual = x % y if residual == 0: return y if residual == 1: return 1 return compute_gcd(y, residual)
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import base64 def xor_encode(secret_text): """ Encode text to the xor encoding used by WAS """ # Create a byte array, containing the characters xor'ed with underscore xor_byte_array=bytearray([]) for char in secret_text: decimalOfChar=ord(char) decimalOfUnderScore=ord('_') ...
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def count_probes(probes): """ Counts the amount of probes in probes array :param probes: array of probes :return: float count """ count = 0 for n in probes: count += n return float(count)
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import click def output_path(file_okay=False, dir_okay=False): """Add click.argument for output path. :param file_okay: is output a file, defaults to False :type file_okay: bool, optional :param dir_okay: is output a directory, defaults to False :type dir_okay: bool, optional :return: click.a...
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def splitName(name): """Splits a glyph name into a (baseName string, suffix string) tuple.""" baseName, suffix = '', '' nameElements = name.split('.') if len(nameElements) > 0: baseName = nameElements[0] if len(nameElements) > 1: suffix = '.'.join(nameElements[1:]) el...
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def mc_estimates(run_sum, run_sum_squares, n): """Returns sample mean and variance from sum and sum of squares :param run_sum: float The sum of the samples :param run_sum_squares: float The sum of the squares of the samples :param n: int The number of samples :return: 2-t...
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import typing def list_value(value: str) -> typing.List[str]: """Convert string value from config file to list of strings. Separator is space. Supports newline. """ if not value: return list() return [v.strip() for v in value.replace('\n', ' ').strip().split(' ')]
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def binary_str(num): """ Return a binary string representation from the posive interger 'num' :type num: int :return: Examples: >>> binary_str(2) '10' >>> binary_str(5) '101' """ # Store mod 2 operations results as '0' and '1' bnum = '' while num > 0: bnum = str...
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from typing import Dict def get_input_data(input_section: Dict) -> str: """Gets playbook single input item - support simple and complex input. Args: input_section (dict): playbook input item. Returns: (str): The playbook input item's value. """ default_value = input_section.get('...
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def mi(self): """Return mutual information between events and observations using equation I(X;Y) = H(X) - H(X|Y)""" return self.entropy() - self.entropy(conditional = True)
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from typing import Any from typing import Optional import torch def _check_are_tensors(actual: Any, expected: Any) -> Optional[AssertionError]: """Checks if both inputs are tensors. Args: actual (Any): Actual input. expected (Any): Actual input. Returns: (Optional[AssertionError]...
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def query( otherwise, uri ): """Extract the query component.""" first = uri.find('?') if -1 == first: return otherwise last = uri.find('#') if -1 == last: return uri[1+first:] elif last < first: return uri[1+first:last] return otherwise
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def sort_file(fh): """ sort the contents of a file handle. """ lst = list(fh.readlines()) lst.sort() return lst
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def cifrar(palabra, cifrador): """Recibe un string con texto sin cifrar y un diccionario que contiene el cifrador. Regresa el string cifrado. """ #se declara e instancia una variable de tipo string donde se va a asignar el resultado del cifrado. string_cifrado = '' #loop que recorre cada ca...
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def istoken(docgraph, node_id, namespace=None): """returns true, iff the given node ID belongs to a token node. Parameters ---------- node_id : str the node to be checked namespace : str or None If a namespace is given, only look for tokens in the given namespace. Otherwise,...
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def oss_installer_url() -> str: """ Return the url to an installer for DC/OS OSS. """ return 'https://downloads.dcos.io/dcos/stable/dcos_generate_config.sh'
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def get_field(field, row, field_map, default_value=None): """Access fields in a row according to the specified field map. Args: field: field to extract. row: row to extract field from. field_map: field map. default_value: value to be returned in case the field is not mapped. Returns: specifie...
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def __load_txt(file_path: str): """ Load a txt file :param file_path: Path to file to load :return: Data from txt in formatted list """ with open(file_path) as f: data = [] for line in f: line = line.strip("\n") line = line.split(" ") if len(l...
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import json def get_json_bytes_for_sign_data(sign_data): """ Convert SignData object to JSON bytes for signing. Args: sign_data (SignData): The sign data object. Returns: bytes: The sign data in JSON bytes. """ return json.dumps(sign_data._asdict(), sor...
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def _none(ev, state_args=None, **kwargs): """A pass-none filter callable.""" return False
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def _get_sysfs_netdev_path(pci_addr, vf_interface=False): """Get the sysfs path based on the PCI address of the device. Assumes a networking device - will not check for the existence of the path. :param pci_addr: the pci addresee of the device(PF or VF). :param vf_interface: True if the pci_addr is a VF...
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def find_left_anchor_index(fragment_info, fragments): """ Description: Use the fragment information to find which fragment is the left anchor :param fragment_info: [list[dict]] the list of fragment information :param fragments: [list] the list of fragments being searched :return: left_anchor_ind...
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def prompt_dictionary(choices, default_style=1, menu_comments={}): """ Prompt the user to chose one of many selections from a menu. Parameters ---------- choices : dictionary Keys - choice numbers (int) Values - choice value (str), this is what the function will return defau...
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def to_multiset(token): """ Creates a multiset from a string. A multiset is a set of tuples (c, n) where c is a character and n is a count of that character in the string.""" counts = {} for ch in token: try: count = counts[ch] except KeyError: count = 0 coun...
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def is_branch_revision_number(rev): """Return True iff REV is a branch revision number. REV is a CVS revision number in canonical form (i.e., with zeros removed). Return True iff it refers to a whole branch, as opposed to a single revision.""" return rev.count('.') % 2 == 0
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def join(parent, child): """ Appends the child to the parent, taking care of the slashes. The resulting url does not have a trailing slash. """ return (parent.rstrip("/") + "/" + child.lstrip("/")).rstrip("/")
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def get_commit(repository): """ Get current commit ID. :param repository: repository :type repository: git.Repo :return: commit ID :rtype: str or unicode """ return repository.head.commit.hexsha
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def solve1(a, b, EPS=1e-6): """ Returns root of equation a*x + b = 0. """ # a*x + b = 0 if abs(a) < EPS: return () else: return (complex(-b/a),)
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def textToHtml(text:str) -> str: """Transform a string so that it looks the same on browsers as in `print()`""" return text.replace("\n", "<br>").replace(" ", "&nbsp;")
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def _allSubclasses(cls): """List all direct and indirect subclasses of cls This function calls itself recursively to return all subclasses of cls. @param cls: the base class to list subclasses of @type cls: class @rtype: [class] """ return cls.__subclasses__() + [g for s in cls.__subclasses__() for g in _all...
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def menu(num): """ Функция вывода меню :param num: сумма наличных денег :return: ответ пользователя """ print(f'Доступная сумма: {num} руб.', end='\n\n') # вывод наличных денег с добавлением пустой строки print('1. Пополнить счет') print('2. Совершить покупку') print('3. История пок...
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def trim(String:str): """ Gets rid of all spaces in the string """ return ''.join([s for s in str(String) if s != " "])
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def remove_emoticons(string): """Remove emoticons from a string and return it. Postional arguments: string -- string to remove emoticons from. Returns: String without emoticons. >>> remove_emoticons("applause and laughter ;)") 'applause and laughter ' """ emoticon...
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def orderDf(df, varList): """ Re-order the columns of a dataframe. Arguments: :type df: pandas.DataFrame :param df: A pandas dataframe :param list varList: List of column names you want to be placed at the front of your data frame. Returns: :rtype: pandas.DataF...
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def calculate_sensitivity(lr, clip, data_size): """ Calculate the sensitivity of the privacy mechanism. :param lr: learning rate :param clip: clipping bound :param data_size: data size :return: the sensitivity of the privacy mechanism """ return 2 * lr * clip / data_size
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def get_json(request_obj, remove_token=True): """ This function is responsible for getting the json data that was sent with with a request or return an empty dict if no data is sent Args: ~~~~~ request_obj: request object that data should be attached to Returns: ~~~~~~~~ di...
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def register_and_login_test_user(c): """ Helper function that makes an HTTP request to register a test user Parameters ---------- c : object Test client object Returns ------- str Access JWT in order to use in subsequent tests """ c.post( "/api/auth/regi...
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import json def load_config(config_path='config.json'): """ Load config file """ with open(config_path) as json_data_file: config = json.load(json_data_file) return config
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def get_exptime(n, t_tot, overhead=10): """ Function that calculates the exposure time per image --- Parameters n int or array number of fields t_tot float total ovservation time (s) overhead float overhead time per exposure (s) --- Returns exptime...
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def is_multigraph(G): """ Returns True if the graph is a multigraph. Else returns False. """ return G.is_multigraph()
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def parse_http_header(header, header_key): """ **Parse HTTP header value** Parse the value of a specific header from a RAW HTTP response. :param header: String containing the RAW HTTP response and headers :type header: str :param header_key: The header name of which to ext...
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from pathlib import Path def the_path_that_matches(pattern: str, in_directory): """ Finds one and only one path matching the specified pattern. Raises an error if it finds 2+ paths or no paths. To learn how to use advanced patterns, read http://www.robelle.com/smugbook/wildcard.html Parameters -...
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from typing import Any def convert_null_values(v: Any) -> Any: """Convert a "null" string into type(None).""" null_strings = ["null", "none", "undefined"] return None if isinstance(v, str) and v.lower() in null_strings else v
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import re def _shape(word): """ This function returns a characteristic of the word, in a sense it tells if it is made solely of numbers, if it's upper or lower case, punctuations... We identifiy: 0-None 1-number 2-punct 3-upcase 4-downcase 5-mixedcase 6-other """ if word == None: ...
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import re def SelectAbuse(items): """ Wrapper function to selected the best effort email address from a list of email addresses for the abuse email. The algorithm is simple, first, try to find "abuse@domain", next, and email addres with "abuse" in the user id. All others are added to the potentials list. """ hi...
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import requests def user(gateway, user_name): """Fetch a user object by user_name from the server.""" uri = gateway + '/users/' + user_name response = requests.get(uri) return response.json()
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def rivers_with_station(stations): """ Given a list of station objects, returns a set with the names of the rivers with a monitoring station. As the container is a set, there are no duplicates. """ stationed_rivers = set() for station in stations: if station.river: stationed_...
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import re def parse_version_string(file_path): """ Parse __version__ = 'xxx' from the specifed file """ version = None with open(file_path, 'r') as fd: match = re.search(r'^__version__\s*=\s*[\'"]([^\'"]*)[\'"]', fd.read(), re.MULTILINE) if match: vers...
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from datetime import datetime import pytz def read_gpgsa(sentence, timestamp, do_print=False): """ Read and parse GPGSA message""" values = sentence.split('*')[0].split(',') result = {} # Linux timestamp try: result['linux_stamp'] = int(timestamp) except: result['linux_stamp']...
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def file_head(file): """Read the first line of a text file.""" with open(file, "rt") as f: return f.readline().rstrip()
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def process_match_by_ordinary_dictionary(dictionary, match_object): """ Process a match object using a dictionary of ordinary replacements. To be passed in the form functools.partial(process_match_by_ordinary_dictionary, dictionary) as the replacement-function argument to re.sub, so that an ordinary repla...
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def _get_prefix_and_full_hash(repo_data, kernel_partial_hash): """Find the prefix and full hash in the repo_data based on the partial.""" kernel_partial_hash_lookup = 'u\'%s' % kernel_partial_hash for line in repo_data.splitlines(): if kernel_partial_hash_lookup in line: prefix, full_hash = line.split('...
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import ast from typing import Tuple from typing import cast def declares_pkg_resources_namespace_package(python_src: str) -> bool: """Given .py file contents, determine if it declares a pkg_resources-style namespace package. Detects pkg_resources-style namespaces. See here for details: https://packaging....
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import torch def equalize(image): """Implements Equalize function from PIL using PyTorch ops based on: https://github.com/tensorflow/tpu/blob/master/models/official/efficientnet/autoaugment.py#L352""" image = image * 255 def scale_channel(im, c): """Scale the data in the channel to implement ...
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from typing import Any from typing import List def get_methods(obj: Any, access: str = "all") -> List[str]: """ Return list of names corresponding to class methods of an object `obj`. :param obj: class or class object :param access: allows to select private, public or all methods of the objec...
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def total_normalise(gs): """ Performs complete normalisation of GeoSeries :param gs: GeoSeries :return: normalised GeoSeries """ return gs / gs.sum()
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def calc_total_hours(entries): """ Calculates sum of hours from an array of entry dictionaries """ total_hours = 0.0 for entry in entries: total_hours = total_hours + float(entry['hours_spent']) return total_hours
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def match(parsed_spec, dt): """ Returns true if parsed_spec would trigger on the datetime dt """ # dt.weekday() of monday is 0 return ( dt.minute in parsed_spec.minute and dt.hour in parsed_spec.hour and dt.day in parsed_spec.dom and dt.month in parsed_spec.month and ...
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def normalize(grid): """ normalize grid to (0,1) """ field = grid.T.values min_h, max_h = field.min(), field.max() return (field - min_h) / (max_h - min_h)
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def add_events_to_model(model): """ Convert model events into variables to be evaluated in the solver step. Args: model (pybamm.lithium_ion.BaseModel): The PyBaMM model to solve. Returns: pybamm.lithium_ion.BaseModel: The PyBaMM model to solve with events added ...
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def cauchy(wvl, A, *args): """Cauchy's equation for the (real) index of refraction of transparent materials. Parameters ---------- wvl : `number` wavelength of light, microns A : `number` the first term in Cauchy's equation args : `number` B, C, ... terms in Cauchy's equ...
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def patternhost(pattern, user): """ Given a 'something-%s-example.org' format, return that with %s replaced (once) by the username in question. """ return pattern % user
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def eliminate_from_neighbors(csp, var) : """ Eliminates incompatible values from var's neighbors' domains, modifying the original csp. Returns an alphabetically sorted list of the neighboring variables whose domains were reduced, with each variable appearing at most once. If no domains were reduce...
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import re def get_match_spans(pattern, input): """ Given string pattern and string input, return list of [) char position tuples of patterns in input. :param pattern: string pattern to match. :param input: string input where we find pattern. :return: a list of pattern char position tuples in i...
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def get_volume(module, system): """Return Volume or None""" try: try: volume = system.volumes.get(name=module.params['name']) except KeyError: volume = system.volumes.get(name=module.params['volume']) return volume except Exception: return None
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def dist(spectrum, A, B): """ Minimum number of steps along ring to get from one pitch to the next Parameters: ----------- spectrum: list user-defined spectrum A: int first pitch B: int second pitch """ length = len(spectrum) forwa...
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