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import string import os def resolve_env(s): """Resolve all environment variables in target string or :class:`~pathlib.Path`. This command always uses the bash syntax ``$VARIABLE`` or ``${VARIABLE}``. This also applies in Windows. Windows native syntax ``%VARIABLE%`` is not supported. Unlike in :...
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from pathlib import Path from typing import Set from typing import IO from typing import List def python_imports_get(python_path: Path, tracing: str = "") -> Set[str]: """Scan the python files searching for imported files to keep track of.""" # next_tracing: str = tracing + " " if tracing else "" if traci...
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def get_koji_build_info(build_id, session, config): """ Returns build information from koji based on build id. :param dict build_id: build id of a build in koji. :param koji.ClientSession session: koji connection session object :return: build information. :rtype: dict """ print("Retrie...
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import numpy def dreger(prop, depth): """ SoCal model of Dreger and Helmberger (1991). prop: 'rho', 'vp', or 'vs'. depth: Array of depth values in meters. Returns array of properties (kg/m^3 or m/s) """ m = { 'z': (5.5, 5.5, 16.0, 16.0, 35.0, 35.0), 'rho': (2.4, 2.67, 2...
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def find_combos_internal_cache(adapters, position, cache): """Part 2 - recursion, using dynamic programming (cache/memoization) - wrote this afterwards""" # successful combo - we made it to the end! if position == len(adapters) - 1: return 1, cache # if the value is in the cache, grab it ...
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def filter_rename_table(table, parsers): """ 过滤重命名的表格 :param table: :param parsers: :return: """ for p in parsers: if p.new_table == table and p.new_table != p.old_table: return p.old_table return table
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def dict_from_list(keyfunc, l): """ Generate a dictionary from a list where the keys for each element are generated based off of keyfunc. """ result = dict() for item in l: result[keyfunc(item)] = item return result
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import os import yaml def parse_config(filename, env_vars_prefix='bot'): """ Load a yaml configuration file and resolve any environment variables. """ if not os.path.isfile(filename): raise ValueError('Invalid filename: %s' % filename) config = None with open(filename) as data: ...
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import re def add_item_offset(token, sentence): """Get the start and end offset of a token in a sentence""" s_pattern = re.compile(re.escape(token), re.I) token_offset_list = [] for m in s_pattern.finditer(sentence): token_offset_list.append((m.group(), m.start(), m.end())) return token_of...
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import torch def get_lastlayers_model_weights(mdl, is_mask_class_specific = False, is_fc_lastlayer = False): """ Returns the weights at the head of the ROI predictor -> classification and bounding box regressor weights + bias :returns cls_weights, bbox_pred_weights, bbox_pred_bias :rtype: tuple ""...
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import subprocess def types_valid_global_rules(file_name, ignorelisted): # type: (str, bool) -> bool """ Run Mypy check with global rules on the given file, return TRUE if Mypy check passes """ output = subprocess.DEVNULL if ignorelisted else None mypy_exit_code = subprocess.call('mypy {}'.format...
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from datetime import datetime def remove_outdated_incident_ids(found_incidents_ids, latest_incident_time_str): """ To avoid a continuously growing context size, we must delete outdated incident IDs. To do that, we delete any ID that dates before the start time of the current fetch. """ new_found_i...
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def custom_rounder(input_number, p): """ Return round of the input number respected to the digit. :param input_number: number that should be round :type input_number: float :param p: 10 powered by number of digits that wanted to be rounded to :type p: int :return: rounded number in float ...
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def get_type(string_: str): """ Find type into which provided string should be casted. :param string_: str -- single string to reformat :return: float, int, bool or str """ if "." in string_ and string_.replace(".", "").isdigit(): return float elif string_.replace("-", "").isdigit()...
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def checkPassing(listCars, passingPoints, listLanes, l, wEnd, k,toTransfer): """ Start the passing phase when needed listCars : List of cars passingPoints : List of passing points listLanes : List of lanes l : Current car wEnd : End of the passing path k : kth passing...
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def fixture_ext_markdown(plugin): """Return a Markdown instance with MkdocstringsExtension. Parameters: plugin: A configurated plugin instance. (fixture). Returns: The plugin Markdown instance. """ return plugin.md
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import torch import math def elastic_deformation(img: torch.Tensor, sample_mode: str = "bilinear", alpha: int = 50, sigma: int = 12) -> torch.Tensor: """ Performs random elastic deformation to the given Tensor image :param img: (torch.Tensor) Input image :param sample_mode: (st...
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def as_list(value): """\ Cast anything to a list (just copy a list or a tuple, or put an atomic item to as a single element to a list). """ if isinstance(value, (list, tuple)): return list(value) return [value]
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def user_register(request): """ 用户注册页面路由函数 :param request: 请求对象 :return: 用户注册页面 """ return { '__template__': 'user_register.html' }
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import os def get_data_dir(): """ Returns the data dir relative from this file """ project_dir = os.path.join(os.path.dirname(__file__), os.pardir, os.pardir) data_dir = os.path.join(project_dir,"data") return os.path.abspath(data_dir)
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def modules_download_range_resolver(range_list): """resolves the input choice given by user ex : 1 - 13, 22 , 47 """ comma_seperated = [item.strip() for item in range_list.split(",")] dash_list = [] for item in comma_seperated: if "-" in item: tmp = [i.strip() for i in item...
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from pathlib import Path def dbt_artifacts_directory() -> Path: """ Get the path to the dbt artifacts directory. Returns ------- out : Path The dbt artifacts directory """ artifactis_directory = Path(__file__).parent / "dbt/data/" return artifactis_directory
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from datetime import datetime def get_data_for_daily_statistics_table(df): """ Return data which is ready to be inserted to the daily_statistics table in the database. Parameters ---------- df : pandas.core.frame.DataFrame Pandas Dataframe containing data received from the API. ...
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from pathlib import Path from datetime import datetime import os def _create_data_folder(path, props): """ Create a new directory to put dataset in & generate appropriate name & update dataset properties """ if 'data_folder' in props: # will this work? # => regenerating from existing dat...
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def new_pp(board): """Update piece_placement""" nboard = [[' '] * 8 for _ in range(8)] for square in board: nboard[square[0]][square[1]] = board[square] piece_placement = '' for row_num in range(8): count = 0 for col_num in range(8): square = nboard[row_num][col...
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import string import random def random_str(lmin, lmax=0, charset=None): """Generate a random byte array Args: lmin (int) : Minimum number of bytes lmax (int) : Maximum number of bytes Returns: str: Random string """ if lmin < 0: lmin = 0 if lmax == 0: ...
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def number_of_authors(publications: list[dict]) -> int: """Computes the number of different authors. Authors are differentiated by their ID. :param: a list of publications. :return: the number of authors. """ authors = set() for publication in publications: authors.update(x['id'] ...
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import argparse def _create_parser() -> argparse.ArgumentParser: """Create the argparse parser with all the arguments Returns: the created parser """ parser = argparse.ArgumentParser( formatter_class=argparse.ArgumentDefaultsHelpFormatter, ) # Add subcommands subparsers =...
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def get_lowest(pair_list): """Gets the pairs with the lowest score. Assumes pair_list[0] has the lowest score and the score is the first element of the pair. """ low_score = pair_list[0][0] result = [] index = 0 while pair_list[index][0] == low_score: result.append(pair_list[in...
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def get_slope(r, sy, sx): """ Get the slope for a regression line having given parameters. Parameters ---------- > `r`: regrwssion coefficient of the line > `sy` sample standard deviation of y distribution > `sx`: sample standard deviation of x distribution Returns ------- The slope of the given regression ...
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def clean_translation(translation): """Clean the translation string from unwanted substrings.""" illegal_substrings = ['; french.languagedaily.com', ';\u00a0french.languagedaily.com', ' french.languagedaily.co'] for iss in illegal_substrings: trans...
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def get_ids_from_nodes(node_prefix, nodes): """ Take a list of nodes from G and returns a list of the ids of only the nodes with the given prefix. param node_prefix: prefix for the nodes to keep. type node_prefix: str. param nodes: list of nodes from G. type nodes: [(str, int)]. """ re...
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def parse_cachecontrol(header): """Parse Cache-Control header https://www.w3.org/Protocols/rfc2616/rfc2616-sec14.html#sec14.9 >>> parse_cachecontrol(b'public, max-age=3600') == {b'public': None, ... b'max-age': b'3600'} True >>> parse_cachecontro...
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import random import os def define_validation_set(f_path): """ Input: 'f_path' : location of test annotations file Output: 'vald_set' : list of annotated samples chosen in validation set, we choose 1/5 of normal videos and 1/4 of anomaly videos from test set in validation set Also saves this list as txt...
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def get_prefix0_format_string(item_num): """Get the prefix 0 format string from item_num. For example, 3 items would result in {:01d} """ max_digit_num = len(str(item_num)) output_pattern = '{:0' + str(max_digit_num) + 'd}' return output_pattern
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def evaluate_condition(condition, answer_value, match_value): """ :param condition: string representation of comparison operator :param answer_value: the left hand operand in the comparison :param match_value: the right hand operand in the comparison :return: boolean value of comparing lhs and rhs u...
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from typing import Iterable def join_comma_or(items: Iterable[str]) -> str: """Join strings with commas and 'or'.""" if not items: raise ValueError("No items to join") *rest, last = items if not rest: return last return f"{', '.join(rest)} or {last}"
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def generate_cursor(collection, parameters): """Query collection and return a cursor to be used for data retrieval.""" # We set no_cursor_timeout so that long retrievals do not cause generated # cursors to expire on the MongoDB server. This allows us to generate all cursors # up front and then pull resu...
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def is_prod_of_two_3_digit_num(n): """Determine whether n is the product of 3-digit numbers.""" result = False for i in range(100, 1000): if n % i == 0 and n // i in range(100, 1000): result = True break return result
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def split_authority(authority): """ Basic authority parser that splits authority into component parts >>> split_authority("user:password@host:port") ('user', 'password', 'host', 'port') """ if '@' in authority: userinfo, hostport = authority.split('@', 1) else: use...
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def finite_fault_factor(magnitude, model="BT15"): """ Finite fault factor for converting Rrup to an equivalent point source distance. Args: magnitude (float): Earthquake moment magnitude. model (str): Which model to use; currently only suppport "BT15". Retur...
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def calculate_indices(n): """Calculates the indices for presentation assuming screen size of 600x600. This determines where the boulders and alien will appear on screen. Parameters: n: number of rows/columns. Range(3,7) Returns: dictionary of the screen coordinates """ x_y_index=...
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def addattr(**kwargs): """ Decorator to add attributes to a function The shortcut is most useful for admin representations of methods or attributes. Example: Instead of writing >>> def is_valid(self): >>> return self.name != "foo" >>> is_valid.short_description = "The name fo...
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def outputCoords(x:int,y:int) -> str: """ Converts 2D list indexes into Human-Readable chess-board coordinates x and y correspond to the indexes such that it looks like this: `dataList[x][y]` """ columnCheck = ["A","B","C"] column = columnCheck[y] row = str(x+1) return column+row
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def replace_ch(string: str, characters: list, replacement: str) -> str: """Replaces all intances of characters in a given string with a given replacement character. """ n_string = string for ch in characters: n_string = n_string.replace(ch, replacement) return n_string
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import timeit def ten_million_addition_trial(): """Time the addition of first ten million numbers.""" loop = ''' x = 0 for i in range(10000000): x += i ''' return min(timeit.repeat(stmt=loop, repeat=10, number=1))
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def get_even_lines(list_file): """Get all even lines == makes enumerate start at 1""" even_lines = [] for index, line in enumerate(list_file, start=1): if index % 2 == 0: even_lines.append(line) return even_lines
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def isfloat(element): """ This function check if a string is convertable to float """ try: float(element) return True except ValueError: return False
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def extract_topic_data(msg, t): """ Reads all data in a message This is a recursive function. Given a message, extract all of the data in the message to a dictionary. The keys of the dictionary are the field names within the message, and the values are the values of the fields in the messag...
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def filter(case_ids, to_filter): """Filter cases. :param case_ids: Parameter list for pytest.mark.parametrize. :param to_filter: List of parameters to filter from case_ids. :return: Filtered case_ids. """ return [case for case in case_ids if case not in to_filter]
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def atm2Btu_ft3(x): """atm -> Btu/ft^3""" return 2.719*x
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def release_mod(request): """Modifies a release string to alternative valid values.""" return request.param
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def binary_to_decimal(decimal_num: str): """ Converts binary number to decimal number. @return: <int> int of the decimal number """ decimal_string = str(decimal_num) if len(decimal_string) > 0: first = decimal_string[0] current = 2**(len(decimal_string) - 1) if first == '1' else ...
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def calc_angle(per, line): """ Calculate angle between two vector. Take into consideration a quarter circle :param per: first vector :type per: DB.XYZ :param line: second vector :type line: DB.XYZ :return: Angle between [-pi, pi] :rtype: float """ return (1 if per.Y >= 0 els...
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from pathlib import Path def check_dir(dir, mkdir=False): """check directory ディレクトリの存在を確認する。 Args: dir (str): 対象ディレクトリのパス(文字列) mkdir (bool, optional): 存在しない場合にディレクトリを作成するかを指定するフラグ. Defaults to False. Raises: FileNotFoundError: mkdir=Falseの場合に、デ...
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import numpy as np def _make_angle_gradient(X, Y, angle): """Generates index map for angle gradients.""" Z = (((180 * np.arctan2(Y, X) / np.pi) + angle) % 360) / 360 return Z
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def extract_column_from_array(array, col_number): """ Extracts a specific column from an array and copies it to a list :param array: The NumPy array with the data :param col_number: The number of the column that should be extracted :return: The list with the extracted values """ extracted_c...
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def spreadsheet_col_num_to_name(num): """Convert a column index to spreadsheet letters. Adapted from http://asyoulook.com/computers%20&%20internet/python-convert-spreadsheet-number-to-column-letter/659618 """ letters = '' num += 1 while num: mod = num % 26 letters += chr(mod + 64...
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def create_empty_features_dict(n_feats, n_iss, n_k): """Create null features for different iss in an listdict-form. Parameters ---------- n_feats: int the number of features. n_iss: int the number of the elements to create their features. n_k: int the number of perturbat...
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def _SequentialProvider(path_source): """A provider that iterates over the output of a function that produces paths. _SequentialProvider takes in a path_source, which is a function that returns a list of all currently available paths. _SequentialProvider returns in a path provider (see documentation for the |D...
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def _format_data_as_table(data): """Format data as a table """ if isinstance(data, dict): data = [data] # Get common keys common_keys = {key for key, val in data[0].items() if isinstance(val, str)} for idx in range(1, len(data)): common_keys = common_keys.intersection(set(data[idx]...
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def cycphase(self, type_="", option="", **kwargs): """Provides tools for determining minimum and maximum possible result APDL Command: CYCPHASE values from frequency couplets produced in a modal cyclic symmetry analysis. Parameters ---------- type\_ The type of operation requested:...
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def _get_states(rev, act): """Determines the initial state and the final state based on boolean inputs Parameters ---------- rev : bool True if the reaction is in the reverse direction. act : bool True if the transition state is the final state. Returns -----...
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from numpy import dtype def common_dtype(dtype1,dtype2): """The data type that can represent objects or both 'dtype1' and 'dtype2' without loss of precision. E.g. (int,float64) -> float64, ('S20','S26') -> 'S26'""" # Make sure data types are numpy data types. dtype1,dtype2 = dtype(dtype1),dtype(dt...
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from typing import Any def compare_any_with_str(other: Any, str_value: str) -> bool: """Compare any value with a string value in its str() form. :param other: the other value to be compared with a string. :param str_value: the string value to be compared. :return: True if the str() of the other value...
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def get_temp_column_name(df) -> str: """Small helper to get a new column name that does not already exist""" temp_column_name = '__tmp__' while temp_column_name in df.columns: temp_column_name += '_' return temp_column_name
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def enable() -> dict: """Enables tracking security state changes.""" return {"method": "Security.enable", "params": {}}
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def sad_merge_segments(segments): """For SAD, segments given a single speaker label (SPEECH) and overlapping segments are merged.""" prev_beg, prev_end = 0.0, 0.0 smoothed_segments = [] for seg in segments: beg, end = seg[0], seg[2] if beg > prev_beg and end < prev_end: conti...
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def _copier(d): """Recursively copy `d`, used for `self.win`.""" if isinstance(d, list): return d.copy() assert isinstance(d, dict), d r = dict() for k, v in d.items(): r[k] = _copier(v) return r
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import math def check_monotonically_increase(parameter_tup): """Check if a, b, c could let g(r) monotonically increase in [0,1]""" a, b, c = parameter_tup if c == 0: if a >= 0 and a + 2 * b >= 0 and not(a == 0 and b == 0): return True return False if c < 0: if b**2 ...
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def process_hv_plots(widgets, plots): """ Temporary fix to patch HoloViews plot comms """ bokeh_plots = [] for plot in plots: if hasattr(plot, '_update_callbacks'): for subplot in plot.traverse(lambda x: x): subplot.comm = widgets.server_comm for c...
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def _sanitize_for_filename(text): """ Sanitize the given text for use in a filename. (particularly log and lock files under Unix. So we lowercase them.) :type text: str :rtype: str >>> _sanitize_for_filename('some one') 'some-one' >>> _sanitize_for_filename('s@me One') 's-me-one' ...
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import argparse import textwrap def get_parser(): """Create the parser that will be used to add arguments to the script. """ parser = argparse.ArgumentParser(description=textwrap.dedent(""" Creates conda environments for a given version of bokeh, installed using pi...
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import os def directorySize(directory): """ Walks all the subdirections and files in the given directory and counts the cumulative sizes of files. :param directory: name of the root directory :type directory: string :return: cumulative size of a given directory in kB :rtype: float """ ...
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import os def files2list(path, file_extension): """ Return a list of found files with that extension from the given path :param path: The folder to read from :param file_extension: The type of file to read """ files=[] for file in os.listdir(path): if file.endswith(file_extension)...
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def subs_str_finder(control_s, sub_str): """ Finds indexes of all sub_str occurences in control_s. """ sub_len = len(sub_str) while sub_str in control_s: first_index = control_s.find(sub_str) second_index = first_index + sub_len return first_index, second_index
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import argparse def key_value_pair_or_value(opt: str): """Argument type for argparse, which accepts either a single float or a key=value pair. Args: opt: Command line parameter Returns: Single float or tuple containing key and value """ # does it contain a =? pos = opt.find(...
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import os def update_volume(adc, current_station, current_volume): """ Updates the volume of the player Arguments ---------- adc : gpiozero MCO3xxx object Analog to Digital Converter wich reads the raw volume knob position """ new_volume = 100 - int(adc.value * 100) if curren...
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def estimate_parms(W, X, Y, n): """Compute estimates of q_mod and q_con parameters.""" q_mod_hat = 1 - X / Y q_con_hat = W / (n - 1) return (q_mod_hat, q_con_hat)
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def _is_empty(value): """Returns true if value is none or empty string""" return value is None or value is ""
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from html.entities import name2codepoint import re def extract_text(html, start, end, decode_entities=True, strip_tags=True): """Given *html*, a string of HTML content, and two substrings (*start* and *end*) present in this string, return all text between the substrings, optionally decoding any HTML entities and ...
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def buildmatrix(first, second, method): """ Builds the matrix for the Hungarian algorithm. Pads with the worst to make the matrix square. """ costs = [[method(f,s) for s in second] for f in first] if len(first) and len(second): horrible = [max(max(costs)) + 1] else: horrible...
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import subprocess def git_is_clean(): """ Return True if `git status` reports clean, otherwise False """ proc = subprocess.Popen(['git', 'status', '--porcelain'], stdout=subprocess.PIPE, stderr=subprocess.PIPE) out, err = proc.communicate() success = proc.wait() == 0 # gets the return code, False on nonzero ...
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def SetOutputAmplifier(typ): """ Sets the second output amplifier Parameters: int typ: type Valid values: typ: 0 electron multiplication/Conventional(clara) 1 conventional/Extended NIR Mode(clara) """ return No...
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def merge(intervals): """ :type intervals: List[List] :rtype: List[List] """ i = 0 intervals = sorted(intervals, key=lambda x: x[0]) while i < len(intervals) - 1: if intervals[i][1] >= intervals[i + 1][0]: intervals[i] = [intervals[i][...
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def as_bool(v): """Convert the given string in a Boolean value. Args: string: the string that should be converted in boolean Returns: The boolean converted value for the given string """ return str(v).lower() in ("true", "1")
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def serializer_is_dirty(preference_serializer): """ Return True if saving the supplied (Raw)UserPreferenceSerializer would change the database. """ return ( preference_serializer.instance is None or preference_serializer.instance.value != preference_serializer.validated_data['value'] ...
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def version_tuple(version): """Returns a tuple from version string""" if isinstance(version, tuple): return version return tuple(version.split("."))
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import json import requests def adjust_led(state_irgb): """ Sends a request to the arduino to adjust the leds. """ state = state_irgb.split()[0] irgb = state_irgb.split()[1].upper() url = f"http://192.168.1.188/led?state={state};irgb={irgb};" return json.loads(requests.get(url).text)
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import re def isfloat(word): """Matches ANY number; it can be a decimal, scientific notation, integer, or what have you""" return re.match('^[-+]?[0-9]*\.?[0-9]*([eEdD][-+]?[0-9]+)?$',word)
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def _unpack_data(recs) : """Reconstruct data records from file to 2-d (or 1-d) list of values. """ if len(recs) == 0 : return None if len(recs) == 1 : for rec in recs : fields = rec.strip('\n').split() return [float(v) for v in fields] arr = [] for rec...
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import functools import threading def thread_n_funcrun(number_of_threads=1): """ run function in multiple threads Examples: .. example_code:: >>> from apu.mp.thread_funcrun import thread_funcrun >>> @thread_n_funcrun(number_of_threads=3) ... def test(*args, **kwargs): .....
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import os def collect_top_level_files(package_dir): """Return a list of dart filenames under the package's lib directory.""" return sorted( os.path.basename(p) for p in os.listdir(os.path.join(package_dir, 'lib')) if os.path.basename(p).endswith('.dart'))
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import subprocess def run_md5(input_stdin): """ run_md5 @param input_stdin: @return: """ proc = subprocess.Popen( ['md5'], stdin=input_stdin, stdout=subprocess.PIPE, ) return proc
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def _same_value(obj1, obj2): """ Helper function used during namespace resolution. """ if obj1 is obj2: return True try: obj1 = obj1.get_value() except (AttributeError, TypeError): pass try: obj2 = obj2.get_value() except (AttributeError, TypeError): ...
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def safestart(text: str, piece: str, lc: bool = False) -> bool: """ Checks if text starts with another, safely :param text: the string to check :param piece: the start string :return: true if text starts with piece """ check = text if lc else text.lower() return len(text) >= len(piece) ...
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def upload_status() -> str: """ Mettre une enum """ return "I DON'T KNOW"
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def onecase(case): """Check if the binary string is all ones""" if case == "1" * len(case): return True else: return False
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def prime(num): """" To check whether a number is prime """ num2 = num while num2 > 0: if num == num2: num2 -= 1 elif num2 == 1: num2 -= 1 elif num % num2 == 0: return False num2 -= 1 return True
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def dash_not_ready(item): """Return True if the item doesn't contains a telemDashboard status other than ready. Return ValueError if item doesn't return the expected data shape. Return RuntimeError if item's .json() method raises an error. """ if not hasattr(item, "json"): return ValueErro...
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