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import sys def fg_args(): """Get/format the script arguments. Args: N/A Returns: script args (str) """ return "".join(f"{i}: {j}\n" for i, j in enumerate(sys.argv[1:], 1))
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import re def GetMakeFileVars(makefile_path): """Extracts variable definitions from the given make file. Args: makefile_path: Path to the make file. Returns: A dictionary mapping variable names to their assigned value. """ result = {} pattern = re.compile(r'^\s*([^:#=\s]+)\s*:=\s*(.*?[^\\])$', r...
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import random def ranf(x1, x2): """ return random float between x1 and x2 :param float x1: :param float x2: :return float: """ return random.uniform(x1, x2)
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import re def _search(value): """ Maps to `re.search` (match anywhere in `v`). """ return lambda v: re.search(value, v)
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def deletepickup_lines(pickup_linesId): # noqa: E501 """Delete a pickup_lines Deletes an existing `pickup_lines`. # noqa: E501 :param pickup_linesId: A unique identifier for a `pickup_lines`. :type pickup_linesId: str :rtype: None """ return 'do some magic!'
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def _parse_ids(ids, info_dict): """Parse different formats of ``ids`` into the right dictionary format, potentially using the information in ``info_dict`` to complete it. """ if ids is None: # Infer all id information from info_dict return {outer_key: inner_dict.keys() for outer_key, inn...
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def read_predictions(pred_file): """ Read a predictions file with format: SEQUENCE1 pred1 err1 SEQUENCE2 pred2 err2 ... ... return a dictionary mapping sequence to prediction """ out_dict = {} with open(pred_file) as lines: for l in lines: if l....
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import requests def acessar_links(urls): """ função responsavel por acessar os links do site da Brasil Escola. """ return [requests.get(site) for site in urls]
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def backends_mapping(custom_backend, httpbin_original, httpbin_new): """ Creates custom backends with paths "/orig", "/new, using deployed httpbin_original and httpbin_new as the upstream APIs """ return { "/orig": custom_backend("backend-orig", httpbin_original), "/new": custom_...
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def half_odd_array(r): """Return r that ends in .5""" int_width = int(2*r) # force odd width if int_width%2==0: int_width+=1 new_r = int_width/2.0 assert new_r-0.5==int(new_r) return new_r
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def import_file(path): """Import and parse the triggers file""" if path.lower().endswith('.txt'): # open file and readlines with open(path, 'r') as trigger_file: content = trigger_file.readlines() # remove new lines parsed_text = [x.strip() for x in content]...
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import importlib def create_ajaxable_view_from_model_inherit_parent_class(model_class, parent_class_list, operation="Create"): """ :param model_class: the django model class :param operation: "Create" or "Update" :param ajax_mixin: user may pass a sub class of AjaxableResponseMixin to put more info in...
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import torch def isRotationMatrix(R): """R*R^{-1}=I""" return torch.norm(torch.eye(3, dtype=R.dtype)-R.mm(R.t())) < 1e-6
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def id_field_creation(invoice_id, batch_number, sequence_number): """ Returns a field for matching between Fiserv and Smartfolio It is defined as a concatenation of the Credit Card number and the invoice ID :return: str """ ## Old ID included sequence number but this was changing over time...
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def configure_simulation(independent_variable_value, input_params, empirical_profile, original_team_size, configuration_function, simulation_configuration): """ Adjusts the simulation configuration to the current independent variable value. :param independent_variable_value: :re...
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import inspect def bold_title(text: str) -> str: """ Create bold title in exam header :return: latex code """ return inspect.cleandoc(rf""" \begin{{center}} \textbf {{ {{\Large {text} }} }} \end{{center}} """)
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def calculate_damage(attacker, defender): """Calculate and return effective power of attacker against defender. args: attacker: [side, units, hit_points, weaknesses, immunities, damage, damage_type, initiative] defender: [side, units, hit_points, weaknesses, ...
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import sys def is_hooked(): """ Returns ------- :class:`bool` Whether prettify, or another module, is hooked into :attr:`sys.excepthook`. """ return sys.excepthook is not sys.__excepthook__
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import re def Tagcleaner(text): """ Remove "<>" tags from text and return cleaned text """ # import re cleanr = re.compile('<.*?>') text_clean = re.sub(cleanr, '', text) return text_clean
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import sqlite3 import pandas def get_cdr_data_table_df(db_path): """ Get a dataframe with typical info from the cdr_data table in the PyIgClassify db. :param db_con: sqlite3.con :rtype: pandas.DataFrame """ query="SELECT "\ "cdr_data.PDB," \ "cdr_data.gene," \ ...
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def afmSetup(x_input, y_input, n_trees=5, n_depth=5, n_feature_vector=1): """ afmSetup creates the necessary arrays and variables for the rest of the afmMiner module """ ###Setup user defined variables x9x9 = [-4, -3, -2, -1, 0, 1, 2, 3, 4] x7x7 = [-3, -2, -1, 0, 1, 2, 3] x5x5 = [-2, -1...
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def get_category_info_from_anno(anno_file, with_background=True): """ Get class id to category id map and category id to category name map from annotation file. Args: anno_file (str): annotation file path with_background (bool, default True): whether load background as class...
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def parse_line(line): """ line is in the format distance,zipcode,city,state,gender,race,income,price """ line = line.strip().split(",")[1:] # zipcode = str(line[0]) # city = str(line[1]) state = str(line[2]) gender = str(line[3]) race = str(line[4]) income = str(line[5]) pric...
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def get_magmom_string(structure): """ Based on a POSCAR, returns the string required for the MAGMOM setting in the INCAR. Initializes transition metals with 6.0 bohr magneton and all others with 0.5. Args: structure (Structure): Pymatgen Structure object Returns: string with IN...
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import codecs def char_frequency(file_path): """count very char in the input file. Args: file_path: input file return: a dictionary of char and count """ char_count_dict = dict() with codecs.open(file_path, encoding='utf-8-sig') as input_file: for line in input_file.readlin...
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def region_cursor_start(region): """swap region range so that the end region would be at the beginning so cursor starts from the beginning when highlighted""" if region.b > region.a: region.a, region.b = region.b, region.a return region
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import torch def kronecker(A, B): """ Return the kronecker product between two matrices [1]. Args: A (torch.Tensor): 1st matrix. B (torch.Tensor): 2nd matrix. Returns: torch.Tensor: kronecker product between two matrices References: [1] Kronecker product (Wikiped...
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import os def create_locator_method(lm, schema): """ Returns a function that works as an InputLocator method - it reads the :param str lm: the name of the locator method :param dict schema: the configuration of this locator method as defined in schemas.yml :return: the locator method (note, only k...
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def longest_row_number(array): """Find the length of the longest row in the array :param list in_array: a list of arrays """ if len(array) > 0: # map runs len() against each member of the array return max(map(len, array)) else: return 0
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def _positive_int(integer_string): """ 将一个字符串转成正整数 """ ret = int(integer_string) if ret <= 0: raise ValueError() return ret
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def change_mass_res(dm_oldres, x_oldres, dm_newres): """for mass grid with cell masses dm_oldres, and abundances x_oldres, find abundances at new resolution grid with cell masses dm_newres """ x_newres = dm_newres * 0.0 l_new = 0 l_old = 0 Nnew = len(dm_newres) Nold = le...
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def _check_func_names(selected, feature_funcs_names): """ Checks if the names of selected feature functions match the available feature functions. Parameters ---------- selected : list of str Names of the selected feature functions. feature_funcs_names : dict-keys or list Names...
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def list_to_str(a_list, delimiter = "\t", newline = True): """ ================================================================================================= list_to_str(a_list, delimiter, newline) Given a list, the delimiter (default '\t'), and whether to add a ...
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def is_enclosed(expression): """ Check if the the expression is enclosed in brackets >>> is_enclosed('(foo)(bar)') False >>> is_enclosed('((foo)(bar))') True >>> is_enclosed('[[foo]{bar}]') True """ brackets = ["()", "[]", "{}"] if expression[0] + expression[-1] not in brackets: return False ...
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def getScalarsType(colouringOptions): """ Return scalars type based on colouring options """ # scalar type if colouringOptions.colourBy == "Species" or colouringOptions.colourBy == "Solid colour": scalarType = 0 elif colouringOptions.colourBy == "Height": scalarType = 1...
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def _build_msg_fqn(msg_obj): """Build FQN in form of package name.""" if "." in msg_obj.fqn: values = msg_obj.fqn.split(".") pkg = ".".join(values[:-1]).lower() fqn = pkg + "." + msg_obj.name return fqn else: return msg_obj.name
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import sys def getProjectId(): """Retrieves the project id from the script arguments. Returns: str -- the project name Exits when project id is not set """ try: project_id = sys.argv[1] except: exit('Missing Project ID. Usage: python3 monitoring_integration_test.py $PRO...
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def remove_keys(dct, keys=[]): """Remove keys from a dict.""" return {key: val for key, val in dct.items() if key not in keys}
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def text_objects(text, font, color): """ convert the supplied text to a text surface """ textSurface = font.render(text, True, color) return textSurface, textSurface.get_rect()
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def add_percentile(df, fig): """Adds percebtile lines to an existing graphic based on the dataframe Parameters ---------- df (Dataframe): Dataframe with the data to generate the percentiles fig (Figure): original figure Returns ------- fig: figure with the trendline include...
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from typing import Callable import importlib def get_resource_handler(function_name: str) -> Callable: """Return our handler from ResourceHandler class""" module_name, klass_name, func_name = function_name.rsplit('.', 2) module = importlib.import_module(module_name) klass = getattr(module, klass_nam...
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def diff_3(arrA, arrB): """ Using XOR """ return list(set(arrA) ^ set(arrB))
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from datetime import datetime def default_date(): """Return a string representing the current date >>> default_date() '20210729' :return: A date in a string :rtype: str """ return datetime.now().strftime("%Y%m%d")
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import os def extract_extension(path): """ Reads a file path and returns the extension or None if the path contains no extension. :Parameters: path : str A filesystem path """ filename = os.path.basename(path) parts = filename.split(".") if len(parts) == 1: ...
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def conf_keywords(): """Conf the wrap line key words. """ wrap_keywords = ['left hash join', 'hash join', 'left join', 'inner join', 'outer join', 'right join', 'where', 'group by', 'order by', 'select', 'from', 'having', 'join', 'on', 'using', 'with'] func_keywords = ['sum', 'min', 'm...
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import itertools def proportion_with_neighbours(block_list): """ Calculate the percentage of positive windows that have positive neighbours :param list block_list: list of positive windows. :returns: Percentage positive windows with positive neighbours. """ no_with_neighbours = 0 for key...
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def _filter_methods(methods: set) -> set: """Filter out HEAD and OPTIONS methods. Not instrumenting HEAD and OPTIONS methods by default. """ return set(filter( lambda x: x not in {'HEAD', 'OPTIONS'}, methods, ))
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from re import match from re import split def _list_of_countries(value): """ Parses a comma or semicolon delimited list of ISO 3166-1 alpha-2 codes, discarding those which don't match our expected format. We also allow a special pseudo-country code "iso". Returns a list of lower-case, stripped co...
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def _is_ipv4_like(s): """Find if a string superficially looks like an IPv4 address. AWS documentation plays it fast and loose with this; in other regions, it seems like even non-valid IPv4 addresses (in particular, ones that possess decimal numbers out of range for IPv4) are rejected. """ p...
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def getDate(timestamp): """ Extracts the date from a timestamp. :param timestamp: The timestamp from which the date should be obtained. \t :type timestamp: string \n :returns: The date info of the timestamp. \t :rtype: string \n """ return timestamp.split('T')[0]
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def _gr_ymax_ ( graph ) : """ Get maximal x for the points >>> graph = ... >>> ymax = graph.ymax () """ return graph.bb() [ 3 ]
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import os def _get_ca_bundle(): """Tries to find the platform ca bundle for the system (on linux systems)""" ca_bundles = [ # list taken from https://golang.org/src/crypto/x509/root_linux.go "/etc/ssl/certs/ca-certificates.crt", # Debian/Ubuntu/Gentoo etc. "/etc/pki/tls/...
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def get_xy(df, y, mask, vars): """Returns specified X and y with reset indices.""" X = df.loc[mask, vars].reset_index(drop=True) y = df.loc[mask, y].reset_index(drop=True) return X, y
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def fib(n, start=(0, 1)): """iterative fibonacci function""" a, b = start while n > 0: a, b = b, a + b n -= 1 return n
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def kelvin_to_celsius( arg1 ): """ Function to convert kelvin to celsius. Takes a single flaot as an argument and returns a float itself. """ celsius = (arg1 - 273.15) return "{:.2f}".format(celsius)
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import os def extractJobId(datacat_path): """Extract the eTraveler job ID from the filename path.""" return int(os.path.basename(os.path.split(datacat_path)[0]))
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def num(r): """ Convert from Z3 to python float values. """ return float(r.numerator_as_long()) / float(r.denominator_as_long())
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import binascii import os def generate_random_id(length): """Generates a random ID. Args: length: Length of a generated random ID. Must be an even number. Returns: Generated random ID string. """ assert length % 2 == 0 return binascii.hexlify(os.urandom(length / 2))
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def sum_two_smallest_numbers(numbers): """This will find the sum of the two lowest ints in a string.""" x = sorted(numbers)[:2] return x[0] + x[1]
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def expand_skipgrams_word_list(wlist, qsize, output, sep='~'): """Expands a list of words into a list of skipgrams. It uses `sep` to join words :param wlist: List of words computed by :py:func:`microtc.textmodel.get_word_list`. :type wlist: list :param qsize: (qsize, skip) qsize is the q-gram size and ...
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def create_system_dict(df): """ Reads a pandas dataFrame and creates a dictionary where the keys are the site ids and the values are a the list of systems for each site. :param df: pandas dataFrame with site and system information a `site` and a `system` column. :return: dictionary with systems asso...
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def get_port_mtu(duthost, interface): """ Get MTU of port from interface name Args: duthost: DUT host object interface: Full interface name Returns: MTU """ out = '' if '.' in interface: out = duthost.show_and_parse("show subinterface status {}".format(interface)) ...
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def add_request_to_kwargs(method): """ This is decorator for adding request to passed arguments. For example:: class MainApiClass(object): @add_request_to_kwargs def func2(self, user, request): return Msg(u'func2') """ def extra_kwargs_func(request, ...
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def binding_energy(proton_seq, affinities): """Calculate binding energy from proton affinities Parameters ---------- proton_seq : ndarray protonation state of residues affinities : ndarray proton affinities for residues Returns ------- binding energy : float Bin...
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def extract_file_names(arg, val, args, acc): """ action used to convert string from --files parameter into a list of file name """ acc[arg] = val.split(',') return args, acc
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def clean(s): """ Remove white spaces from <s>. """ return s.strip(' \t\n\r\f\v')
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from typing import Callable def extract_name(callable: Callable) -> str: """ Given a callable that could be either a class or a function, retrieve its name at runtime for subsequent use Args: callable (Callable): Callable whose name is to be extracted Return: Name of callable (str...
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def subs(a, b): """Function that subtracts lists element by element. Parameters ---------- a b """ for i, val in enumerate(a): val = val - b[i] a[i] = val return a
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def get_contributors(raw): """ Extract contributors. Only contributors tagged as belonging to any of the valid roles will be extracted. @param raw: json object of a Libris edition @type raw: dictionary """ valid_roles = ["author", "editor", "translator", "illustrator...
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def get_perf_dict(ndisk, medium, iotype): """Basic IOPS budgetting""" unit = 200 if medium == 'hdd': unit = 200 elif medium == 'ssd': unit = 70000 elif medium == 'nvme': unit = 700000 r = { 'jbod': unit, 'raid0': ndisk * unit, 'raid1': ndisk * un...
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def _setup_motifs_files(args): """convenience fn, make sure setup is same across multiplicity/orientation/spacing workflows """ motifs_files = {} motifs_files["early"] = "{}/{}/ggr.scanmotifs.h5".format( args.inputs["inference"][args.cluster]["scanmotifs_dir"], args.inputs["inferenc...
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import sys import subprocess def _LoadInstrumentedImageInNewProc(opts): """Loads opts.instrumented_image in a sub-process using --load-image. Args: opts: the parsed and validated arguments. Returns: True on success, False otherwise. """ cmd = [sys.executable, __file__, '--build-dir', opts.build_di...
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def dividers_num(num): """ выводит список всех делителей числа :param num: :return: """ result = [] for i in range(1, num//2 + 1): if num % i == 0: result.append(i) return result + [num]
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import os def _repo_path(cfg, key=None): """Return path to root directory of repository or subdirectory :return: path """ repo = cfg['repository'] if 'path' in repo: path = repo['path'] else: path = os.getcwd() subdir = '' if key is None else repo[key] return os.path.n...
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import os import gzip import zipfile import codecs def read(fil): """Returns a file handler and detects gzipped files.""" if os.path.splitext(fil)[-1] == '.gz': return gzip.open(fil, 'rb') elif os.path.splitext(fil)[-1] == '.zip': zf = zipfile.ZipFile(fil, 'r') return zf.open(zf.in...
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def add_main_cat(df): """ Takes a df and adds a column with the main category input: df (pd.DataFrame): dataframe to add column to, must contain "cat_id" returns: df (pd.DataFrame): dataframe with extracted main cat """ df["main_cat"] = df["cat_id"].astype(str).str.s...
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from typing import Sequence def is_palindrome(sequence: Sequence) -> bool: """ Returns whether a sequence is a palindrome """ return sequence[0:len(sequence) // 2] == sequence[-1:(len(sequence) - 1) // 2:-1]
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import os def unique_id(): """Generates a random 12-byte hexidecimal string""" return os.urandom(12).hex()
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def pytest_report_header(config): """Print a message in case the plugin is activated.""" if config.option.dependencies: return 'Only tests affected by the changed files are being run.'
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def lower_first_char(string): """De-capitalize the first letter of a string. Args: string (str): The input string. Returns: str: The de-capitalized string. .. note:: This function is not the exact opposite of the capitalize function of the standard library. For example...
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def db_entry_get(db_entry_list, url): """ Find an existing entry in the database based on url """ matches = [ entry for entry in db_entry_list if entry['url'] == url ] if len(matches) > 1: raise Exception('Internal Error: found multiple matching entries for url "{}"'.format(url)) return matches[...
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def transform_coord(coord, matrix): """ Transforms the given coordinate by the given matrix :param coord: The coordinate to transform (tuple (x, y)) :param matrix: The matrix to transform by (3x3 numpy array) :return: The transformed coordinate (tuple (x, y), components casted to ints) """ h...
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import pathlib import os def find_features_path(src_path): """Find path to the features directory in feature testing layout. :param src_path: Path to feature or python file :type src_path: str :return: Relative pathlib.Path object to features directory """ path = pathlib.Path(os.path.expandu...
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def naiveVarDrop(X, searchCols, tol=0.0001, standardize=False, asList=False, print_=False): """ Drop columns based on which columns have variance below the threshold. Parameters ---------- X : pandas dataframe Feature (or design) matrix. searchCols : list or list-like (...
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def METADATA_TYPE_PROCESSED(): """Type for matadata for processed data""" return "processed"
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def selectCommands(commands, indexList, lineNumbers=False): """Prints commands indexed by the list passed.""" commandList = [] for index in indexList: record = commands[index]['cmd'] if lineNumbers: record = (index, record) commandList.append(record) return comma...
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def should_go_right(event: dict): """Returns true if the current text event implies a "right" button press to proceed.""" if event["text"].startswith("Review"): return True elif event["text"].startswith("Amount"): return True elif event["text"].startswith("Address"): return True...
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def isclose(a, b, rel_tol=1e-09, abs_tol=0.0): """Return True if the values a and b are close to each other and False otherwise. (Clone from Python 3.5) Args: a: A float. b: A float. rel_tol: The relative tolerance – it is the maximum allowed difference between a and b, relative to the ...
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def get_user_identity(event): """Gets event identity from event.""" return event['detail'].get('userIdentity', {})
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import yaml def read_yaml(infile, log=None) -> dict: """ Read YAML file and return a python dictionary Args: infile: path to the json file; can be hdfs path Returns: python dictionary """ if infile.startswith("hdfs"): raise NotImplementedError else: return...
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def distance_point(p1, p2): """ Returns the Euclidian distance between two points. Retourne la distance euclidienne entre deux points. @param p1 point 1 @param p2 point 2 @return distance """ d = 0 for a, b in zip(p1, p2): d += (a - b) ** 2 ...
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import os def _GetTermSizeEnvironment(): """Returns the terminal x and y dimensions from the environment.""" return (int(os.environ['COLUMNS']), int(os.environ['LINES']))
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import torch import math def scalar_field_modes(n, m, dtype=torch.float64, device='cpu'): """ sqrt(1 / Energy per mode) and the modes """ x = torch.linspace(0, 1, n, dtype=dtype, device=device) k = torch.arange(1, m + 1, dtype=dtype, device=device) i, j = torch.meshgrid(k, k) r = (i.pow(2)...
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def get_cloudines(input_json): """Return the cloudiness using a phrase description.""" clouds_val = int(input_json['clouds']['all']) cloudines = '' if 11 <= clouds_val < 25: cloudines = 'Few clouds' elif 25 <= clouds_val < 50: cloudines = 'Scattered clouds' elif 50 <= clouds_val ...
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def get_extension(t_path): """ Get extension of the file :param t_path: path or name of the file :return: string with extension of the file or empty string if we failed to get it """ path_parts = str.split(t_path, '.') extension = path_parts[-1:][0] extension = extension.lower() re...
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import subprocess def test_lint(recipe): """Determine whether recipe file lints. Args: recipe: Recipe object. Returns: Tuple of Bool: Failure or success, and a string describing the test and result. """ result = False description = "Recipe file passes plutil -lint test...
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def ordered(request): """Boolean 'ordered' parameter for Categorical.""" return request.param
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def _simple_scalar_str(s): """String representation of a simple scalar.""" if isinstance(s, complex): return "J".join(map(_simple_scalar_str, [s.real, s.imag])) # Non-complex numeric type: elif s < 0: return f"¯{-s}" elif int(s) == s: return str(int(s)) else: ret...
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import os import errno def OpenOrCreate (file_name, tag=None, preserve_contents=False): """Return a file object used to write binary data into the given file. Use the C{tag} keyword to preserve the contents of existing files that are not supposed to be overwritten. To get a writable file but leaving...
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import os def load_images(): """return paths of images of pwd""" image_files = list(f for f in os.listdir() if f.endswith('.png') or f.endswith('.jpg') or f.endswith('.bmp')) if image_files: print('load images {}'.format(image_files)) return image_files else: return None
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