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import subprocess def ping(host: str) -> bool: """ ping host once, return True if successful """ rc = subprocess.run(["ping", "-4", "-c", "1", host], stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL).returncode return rc == 0
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import re def _agg_removing_duplicates(agg_elem): """Aggregate while removing the duplicates. Aggregate the labels or alt labels together as a single element can have several Wikidata entities that need to be merged. Args: agg_elem (list of string): elem to aggregate Returns: st...
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def sudo_wrap_command(command): """adds a 'sudo' prefix to command to run as root. no support for sudo'ing to configurable users/groups""" # https://github.com/mathiasertl/fabric/blob/master/fabric/operations.py#L605-L623 # https://github.com/mathiasertl/fabric/blob/master/fabric/state.py#L374-L376 ...
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def get_aps_in_grid_inorder(ue_location, neighboring_aps_in_grid_unordered): """ Function to retrieve a list of neighboring APs in the increasing order of ue_ap distance """ def distance(p1, p2): return((p1[0]-p2[0])**2+(p1[1]-p2[1])**2) neighboring_aps_in_grid = sorted( neighbo...
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def hamming_distance(s, target): """Return the Hamming distance between two input strings. Shamelessly taken from Wikipedia article on Hamming Distance.""" if len(s) != len(target): raise ValueError("Strings must be same length.") return sum(bool(ord(c1) - ord(c2)) for c1, c2 in zip(s, target))
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def get_elbs(**kwargs): """ Fetches one page elb objects for a given account and region. """ client = kwargs.pop('client') return client.describe_load_balancers(**kwargs)
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def processbytes(rawdata): """ # Scenario good data: >>> s = "jürgen" gooddata = s.encode('utf-8') gooddata b'j\xc3\xbcrgen' >>> rawdata = gooddata >>> step1 = rawdata.decode("utf-8") step1 'jürgen' >>> step2 = step1.encode("raw_unicode_escape") step2 b'j\xfcrgen' # code >>> point U+00FC...
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import re def is_git_error(txt): """ Whether response from the git command includes error :param str txt: :return: :rtype: bool """ b_error = re.findall(r'^(.*?(\bfatal\b)[^$]*)$', txt, re.I | re.MULTILINE) \ or re.findall(r'^(.*?(\bCONFLICT\b)[^$]*)$', txt, re.I | re.MULTIL...
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import shutil def del_dir(directory): """Delete directory""" try: shutil.rmtree(directory) return 0 except FileExistsError: return 1
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import six import re def mask_passwords(input): """ The regex pattern covers both json string and python dictionaries. Note that an open quota in a key parameter can be either ' or " :return a printable string with masked passwords """ if isinstance(input, dict): input = str(input) ...
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def mro_lookup(cls, attr, stop=(), monkey_patched=[]): """Return the first node by MRO order that defines an attribute. :keyword stop: A list of types that if reached will stop the search. :keyword monkey_patched: Use one of the stop classes if the attr's module origin is not in this list, this to ...
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def writeonly(func): """Marks an API function as write-only""" func._write_only_ = True return func
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def drawmaze(maze, set1=[], set2=[], c='#', c2='*'): """returns an ascii maze, drawing eventually one (or 2) sets of positions. useful to draw the solution found by the astar algorithm """ set1 = list(set1) set2 = list(set2) lines = maze.strip().split('\n') width = len(lines[0]) heig...
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def calc_l2distsq(x, y): """ Calculate L2 distance between tensors x and y. """ d = (x - y)**2 return d.view(d.shape[0], -1).sum(dim=1)
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def define(func): """Execute a function and return its result. The idea is to use function scope to prevent pollution of global scope in notebooks. Usage:: @define def foo(): return 42 assert foo == 42 """ return func()
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def parse_string_to_list(line): """Parse a line in the csv format into a list of strings""" if line is None: return [] line = line.replace('\n', ' ') line = line.replace('\r', ' ') return [field.strip() for field in line.split(',') if field.strip()]
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def credentials_are_valid(credentials): """check the credentials by accessing LDAP or whatever""" return True
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def find_creation_sequence(G): """ Find a threshold subgraph that is close to largest in G. Returns the labeled creation sequence of that threshold graph. """ cs = [] # get a local pointer to the working part of the graph H = G while H.order() > 0: # get new degree sequence on su...
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def tlv_type(field): """Returns the tlv type.""" if field.is_map: return 'map <{0}, {1}>'.format( tlv_type(field.map_key), tlv_type(field.map_value)) if field.enum_type and field.is_array and field.enum_type.is_bitmask: return 'uint' if field.is_array: return 'array' if field.struct_ty...
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import math def get_entropy(labels): """ 0 entropy means that all of the classifications in the data set are the same 1 equal number of labels :param set: :return: """ total = len(labels) num_positive = 0 num_negative = 0 for element in labels: if element == 0: ...
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from typing import Optional import re def parseResourceId(resource_uri: str, resource_type: str) -> Optional[str]: """Parses the resource ID of the given type from the given URI, or returns None if not found.""" matches = re.search('{}/([^/]+)'.format(resource_type), resource_uri) if not matches: ...
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def _get_manifest_path(repository, manifest=None): """Return the path for a manifest, or list of manifests if manifest is empty. """ if manifest: return '/acr/v1/{}/_manifests/{}'.format(repository, manifest) return '/acr/v1/{}/_manifests'.format(repository)
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def replicate_z_samples(t, n_z_samples): """Replicates a tensor `n_z_samples` times on a new first dim.""" return t.unsqueeze(0).expand(n_z_samples, *t.shape)
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def _invalid_chars_in_crate_name(name): """Returns any invalid chars in the given crate name. Args: name (str): Name to test. Returns: list: List of invalid characters in the crate name. """ return dict([(c, ()) for c in name.elems() if not (c.isalnum() or c == "_")]).keys()
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def make_lookup_phrase(row): """Return full name and address for google geo api text search.""" address_text = "{} {}".format(row[1], row[2]) return address_text
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from typing import Tuple def _func_to_class_and_method(fn) -> Tuple[str, str]: """Returns the names of the function's class and method.""" split = fn.__qualname__.split('.') if len(split) >= 2: class_name = split[-2] method_name = split[-1] else: module_name = fn.__module__ class_name = module...
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def get_properties(title): """ Bykov, p. 40 Density normal, kg/m3: T = 273 K, p = 101300 Pa. Density standard, kg/m3: T = 293 K, p = 101300 Pa. Molar mass, kg/kmole. """ if title == 'methane': return {'formula': 'CH4', 'density_normal': 0.717, 'density_standard': 0.66...
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def hex_to_rgb(_hex): """ Convert a HEX color representation to an RGB color representation. hex :: hex -> [000000, FFFFFF] :param _hex: The 3- or 6-char hexadecimal string representing the color value. :return: RGB representation of the input HEX value. :rtype: tuple """ _hex = _hex....
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def create_training_data(algorithm_env, n=5): """Samples from algorithm env and creates 4 variants per sample. - executable code sample (Estimator class) - executable code sample (Estimator instance) - non-executable partially randomized code - non-executable fully randomized code """ train...
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def check_streams(streams='*'): """ Checks that the streams given are a list containing only possible streams, or is all streams - '*'. """ possible_streams = ['prices_ahead', 'prices', 'temperatures', 'emissions', 'generation-mix'] if isinstance(streams, list): unrecognised_streams = list...
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import copy def is_subsequence(seq1, seq2): """Check if seq1 is a subsequence of seq2 >>> is_subsequence(((2,), (3, 5)), ((2, 4), (3, 5, 6), (8,))) True >>> is_subsequence(((1,), (2,)), ((1, 2), (3, 4))) False >>> is_subsequence(((2,), (4,)), ((2, 4), (2, 4), (2, 5))) True """ seq...
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def truncate(source, max_len: int, el: str = "...", align: str = "<") -> str: """Return a truncated string. :param source: The string to truncate. :param max_len: The total length of the string to be returned. :param el: The ellipsis characters to append to the end of the string if it exceeds max_len. ...
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def is_parser_function(string): """Return True iff string is a MediaWiki parser function.""" # see https://www.mediawiki.org/wiki/Help:Extension:ParserFunctions return string.startswith('#') # close enough for our needs
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def get_scores(database, person, multi=True): """ Return a string representing the scores a person has in the database. The parameter `multi' is to specify whether the scores are used for displaying the scores of a single person or multiple people. """ indent = ' ' if multi else '' retu...
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def split_b64_file(b64_file): """Separate the data type and data content from a b64-encoded string. Args: b64_file: file encoded in base64 Returns: tuple: of strings `(content_type, data)` """ return b64_file.encode('utf8').split(b';base64,')
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import os import subprocess def _kubectl(args): """ Executes kubectl with args as arguments """ snap_bin = os.path.join(os.sep, "snap", "bin") env = os.environ.copy() env["PATH"] = os.pathsep.join([snap_bin, env["PATH"]]) cmd = ["kubectl", "--kubeconfig=/home/ubuntu/config"] cmd.extend...
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def _dequantized_var_name(var_name): """ Return dequantized variable name for the input `var_name`. """ return "%s.dequantized" % (var_name)
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def effecticeInterestRate(): """ This program help you to find the effective interest rate! """ rate = float(input("What is your interest rate:\n")) compound = int(input("How many times in a year you give interest:\n")) EIR = (1 + ((rate/100)/compound))**compound - 1 eir = EIR*100 retur...
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def get_ylabel(cube, inargs): """get the y axis label""" if inargs.ylabel: ylabel = inargs.ylabel else: ylabel = str(cube.units) if ylabel == 'kg m-2 s-1': ylabel = '$kg \: m^{-2} \: s^{-1}$' return ylabel
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def get_bytes_from_blob(val) -> bytes: """ 不同数据库从blob拿出的数据有所差别,有的是memoryview有的是bytes """ if isinstance(val, bytes): return val elif isinstance(val, memoryview): return val.tobytes() else: raise TypeError('invalid type for get bytes')
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def arcs2d(arcs): """Convert arcseconds into degrees.""" return arcs / 3600.0
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def hamming_distance(a, b): """Returns the Hamming distance between two strings of equal length""" try: assert len(a) == len(b) return sum(i != j for i, j in zip(a, b)) except AssertionError as error: print('Barcode lengths are not equal for {}. {}'.format(a, b)) raise(error)
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import os def header_dir(): """Return the path to the C header directory""" return os.path.join(os.path.abspath(os.path.dirname(__file__)), "include")
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def tf_binary(dtm): """ Transform raw count document-term-matrix `dtm` to binary term frequency matrix. This matrix contains 1 whenever a term occurred in a document, else 0. :param dtm: (sparse) document-term-matrix of size NxM (N docs, M is vocab size) with raw term counts. :return: (sparse) bina...
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def get_slurm_url(slurm_config: dict, url_type: str): """get_slurm_nodes_url Get Slurm Nodes Url Get the url for reading nodes info from slurm Args: slurm_config (dict): Slurm Configuration url_type: Url type. nodes or jobs """ base_url = f"http://{slurm_config['ip']}:{slurm_config...
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import os def normalized_path(value, must_exist=False): """Normalize and expand a shorthand or relative path.""" if not value: return norm = os.path.normpath(value) norm = os.path.abspath(os.path.expanduser(norm)) if must_exist: if not os.path.exists(norm): raise ValueE...
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def unzip(iterable): """ Unzip iterable of tuples into tuple of iterables :param iterable: Any iterable object yielding N-tuples :return: A N-tuple of iterables """ return zip(*iterable)
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import re def strip_characters(string: str, regex: str = r"[]") -> str: """ Remove everything that is not in the list of allowed chars """ return re.sub(regex, "", string)
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import random def add_salt(string): """处理数据加盐""" _ = [i + str(random.randint(0, 9)) for i in string] res = "".join(_) return res
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def make_matrix(num_rows, num_cols, entry_fn): """构造一个第 [i, j] 个元素是 entry_fn(i, j) 的 num_rows * num_cols 矩阵""" return [ [ entry_fn(i, j) # 根据 i 创建一个列表 for j in range(num_cols) ] # [entry_fn(i, 0), ... ] for i in range(num_rows) ]
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def get_id_from_url(url: str) -> str: """Get the id of the image from the url. The url is of the format https://sxcu.net/{image_id}, so we simply split the url by `/` and return the last part. Parameters ---------- url : str The original url. Returns ------- str The...
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def replace_from_map(data, encode): """replace substrings in DATA with replacements defined in ENCODING""" for pattern, replacement in encode.items(): data = data.replace(pattern, replacement) return data
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def extract_var_key(raw_line: str, var_id: str) -> str: """ Extract the key from an line in the form "dict['key']" or "dict.get('key', *args)". """ line = raw_line.strip()[len(var_id) :] state_var = "" if line[0] == "[": state_var = line[2:-2] elif line[0:4] == ".get": ca...
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def inherits_from(obj, a_class): """ Function that determine if a class is an inherited class. Args: obj (object any type): The object to analyze. a_class (object any type): The reference object. Returns: Returns True if the object is an instance of a class that inher...
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def get_resource_by_path(path, resources): """gets the resource that matches given path Args: path (str): path to find resources (list(str)): list of resources Returns: dict: resource that matches given path, None otherwise """ return next( (x for x in resources if ...
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def get_vigra_feature_names(feature_names): """ For the given list of feature names, return the list of feature names to compute in vigra. Basically, just remove prefixes and suffixes For example: ['edge_vigra_mean', 'sp_vigra_quantiles_25'] -> ['mean', 'quantiles'] """ feature_names = list...
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def search_triples(token, conceptnet_triples, limit=20): """检索出头或者尾部包含该词的三元组""" triples = [] core_entitys = set() # search triples for triple in conceptnet_triples: head, rel, tail = triple[0], triple[1], triple[2] if token in head.split("_") or token in tail.split("_"): ...
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def getmeta_altafsir(fname, cfg, madhab_mapping, tafsir_mapping): """ Get metadata info of fname. Args: fname (str): filename from which to get metadata. cfg (Config): configuration data. madhab_mapping (dict): madhab metadata. tafsir_mapping (dict): tafsir metadata. Return...
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def default_wire_map(ops): """Create a dictionary mapping used wire labels to non-negative integers Args: ops Iterable[Operation] Returns: dict: map from wires to sequential positive integers """ # Use dictionary to preserve ordering, sets break order used_wires = {wire: None ...
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def bestMutation(shape, model, cycles=50, startHeat=100, heatDiv=1.01, alpha=.5): """ Mutates a shape for a given number of cycles and returns the best scoring change :param shape: The shape to mutate :param model: The model object :param cycles: The number of cycles (attempts at mutation) :para...
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def get_common_name(names): """Find left substring common to all names, by splitting names on spaces, and possibly ignoring certain common words. >>> get_common_name([ 'Polyfield Soft Vinyl Patient Pack with small gloves', 'Polyfield Soft Vinyl Patient Pack with medium gloves', 'Pol...
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def allow_timefloor(submitmode): """ Should the timefloor mechanism (multi-jobs) be allowed for the given submit mode? :param submitmode: submit mode (string). """ return True
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def get_base_worker_instance_name(experiment): """GCE will create instances for this group in the format "w-|experiment|-$UNIQUE_ID". 'w' is short for "worker".""" return 'w-' + experiment
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import os def get_exit_status(status): """Get the exit status of a child from an os.waitpid call. Args: status: The return value of os.waitpid(pid, 0)[1] Returns: The exit status of the process. If the process exited with a signal, the return value will be 128 plus the signal num...
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import random def generate_seed_indicator(seed_symbol: list) -> str: """ Generate a special character to separate the seed and code from the `seed_symbol`. """ seed_indicator: str = seed_symbol[random.randint(0, len(seed_symbol) - 1)] seed_symbol.remove(seed_indicator) return seed_indicator
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import torch def objective(expec_t, look_back=20000): """ Creates the objective function to minimize. Args: expec_t (list): time-dependent quantum yield look_back (int): number of previous time steps over which to average the yield Returns: obj (torch.Tensor): obje...
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def format_loading_percent(f, ndigits=0): """format .0001 as "<1%" instead of 0%""" limit = 10 ** -(ndigits + 2) if limit > f > 0: return f"<{limit:.{ndigits}%}" if 1 > f > (1 - limit): return f">{1 - limit:.{ndigits}%}" return f"{f:.{ndigits}%}"
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import requests import json async def get_items(dumpDataToFile=False): """ get and return all items that could be sold """ items = {} weapons_data = requests.get("https://valorant-api.com/v1/weapons").json().get("data") if dumpDataToFile: with open("data/weapons_data.json", ...
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def compare_dict_keys(dict_1, dict_2): """Check that two dict have the same keys.""" return set(dict_1.keys()) == set(dict_2.keys())
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from typing import Type import importlib def import_class(module: str, cls_name: str) -> Type: """Returns the class given as string.""" mod = importlib.import_module(module) cls = getattr(mod, cls_name) return cls
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def read_file(filename, mode='r', encoding='utf-8'): """读取文件数据""" contents, labels = [], [] with open(filename, mode=mode, encoding=encoding, errors='ignore') as f: for line in f: try: label, content = line.strip().split('\t') if content: ...
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def clipping(y,miny=-5,maxy=5): """ clipping of signal inputs: y - signal [V] array of floats miny, maxy - lowest, highest values [V], scalar floats, default -5 ..+5 [Volt] outputs: y - clipped signal [V] better use: numpy.clip """ y[y < miny] = miny y[y > maxy] = ...
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def get_price_estimate(client, coordinates): """Returns the price estimate data for the given `coordinates`. :param client: :class:`UberRidesClient <UberRidesClient>` object. :param client: :class:`Coordinates <Coordinates>` object. :return: price estimate data :rtype: list of dictionaries """ ...
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def get_hyper(h, method): """Get hyper sweep.""" sweeps = {'implicit': [h.sweep('alpha', h.discrete([0.01, 0.1, 0.25, 0.5]))]} return h.product([ h.sweep('num_tasks', h.discrete([100, 1_000, 10_000, 100_000, 1_000_000])), # h.sweep('batch_size', h.discrete([32,...
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def get_ident(): """Dummy implementation of _thread.get_ident(). Since this module should only be used when _threadmodule is not available, it is safe to assume that the current process is the only thread. Thus a constant can be safely returned. """ return 1
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def readFile(_file): """ Name: readFile Purpose: If the user chooses to enter a file this function will return a list of the contents Returns: List of contetns of the file """ contents = [] with open(_file, 'r') as f: contents = f.readlines() for line in contents: ...
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from bs4 import BeautifulSoup def slide_factory(tag, id: int, classes: list = []): """ Factory for creating slides from a given Beautifulsoup tag, id, and list of classes to use for the slide. Args: tag (_type_): The tag to put into the slide. id (int): The id of the slide (used for the J...
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import re def remove_optional_regex(pattern, name): """Removes an optional part of the regex by capture name Must be of the format '(?:[anything](?P<[name]>[anything])[anything])?' """ return re.sub("\(\?:[^(]*\(\?P<{}>[^)]*\)[^)]*\)\?".format(name), "", pattern)
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def column_selection(names, columns): """ select the columns that contain any of the value of names Args: names (TYPE): DESCRIPTION. columns (TYPE): DESCRIPTION. Returns: features (TYPE): DESCRIPTION. """ features = [] for col in columns: if any([name in co...
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def remove(inputvtk,outputvtk): """Scan the inputvtk file line by line until the keyword VERTICES is found and remove corresponding lines """ fout=open(outputvtk, 'w') with open(inputvtk,'r') as fin: skip_lines = 0 for line in fin.readlines(): if line[:8] == "VERTICES": line = line.split() skip_line...
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def buildPattern(nspecies, s, members=None): """build a present/absent pattern for species in set s. """ pattern = [] for x in range(nspecies): if x in s: if members: pattern.append(str(len(members[x]))) else: pattern.append("1") ...
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def _clean_key(root_key, filekey): """Return the cleaned key 'filekey', using 'root_key' as the root Args: root_key (str): root_key for accessing object store filekey (str): filename to access in object store Returns: str: Location to access the file """ i...
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def get_pipe_parent(job): """Check if the job has a pipe_from parent and if so return that. If the does does not have any pipe targets, the job itself is returned. :param job: the job :type job: :class:`jip.db.Job` :returns: pipe source job or the job itself if no pipe parent is found """ i...
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def _shift_twelve(number): """Shifts the number by 12, if it is less than 0. Parameters ---------- number : int Returns ------- int """ return number + 12 if number < 0 else number
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import copy def add_include_date_flags_to_columns(covariate_definitions): """ Where one column is defined as being the date generated by another column we need to tell that "source" column that it should calculate a date as well, which we do by supplying a flag. The sharp-eyed may notice that thi...
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def typeDevice(data): """ Determina que tipo de Dispositivo GPS es dueña de la data. Usage: >>> import devices >>> >>> data='>REV041674684322+0481126-0757378200000012;ID=ANT001<' >>> devices.typeDevice(data) 'ANT' >>> ...
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import logging def volume_available(all_volumes, mount_path): """ Returns available storage of the volume mounted at mount_path in MB """ try: return int(all_volumes[mount_path]['available']) / 1024 except KeyError: #print "Volume '%s' not found" % mount_path logger = logging.getLo...
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def get_affiliate_code_from_request(request): """ Helper method that gets the affiliate code from a request object if it exists Args: request (django.http.request.HttpRequest): A request Returns: Optional[str]: The affiliate code (or None) """ return getattr(request, "affiliate...
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import os def getScripts(basedir=''): """ Returns a list of scripts for Twisted. """ scriptdir = os.path.join(basedir, 'bin') if not os.path.isdir(scriptdir): # Probably a project-specific tarball, in which case only this # project's bins are included in 'bin' scriptdir = o...
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def nub(l, reverse=False): """ Removes duplicates from a list. If reverse is true keeps the last duplicate item as opposed to the first. """ if reverse: seen = {} result = [] for item in reversed(l): if item in seen: continue seen[item] = 1 result.append(item) return revers...
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def setPercentage(pt): """ @param pt: The new percentage threshold @type pt: Float between 1 and 100 @return: 1 value is not correct """ if 1 <= pt <= 100: global PERCENTAGE PERCENTAGE = pt else: return 1
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def _validate_bool(value, default): """Validate a boolean value parsed from the config file. @type value: any @param value: Raw value read from config. @type default: bool @param default: Default value to use if the input value isn't valid. @rtype: bool @return: Value to use. """ ...
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def diff21(n): """ dado um inteiro n retorna a diferença absoluta entre n e 21 porém se o número for maior que 21 retorna o dobro da diferença absoluta diff21(19) -> 2 diff21(25) -> 8 dica: abs(x) retorna o valor absoluto de x """ if n > 21: return abs(n - 21) * 2 return abs(...
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def write_score_summary(scores, analogy_types, filename): """ Write score summary to a string :param scores: list of pairs (number of correctly answered questions in category, number of questions in category) :param analogy_types: :param filename: :return: score summary (strin...
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def permutations(l): """ Return all the permutations of the list l. Obivously this should only be used for extremely small lists (like less than 9 members). Paramters: l - list to find permutations of Return value: list of lists, each list a permutation of l. """ if len(l) ...
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def empty_statement(_evaluator, _ast, _state): """Evaluates empty statement.""" return None, False
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from pathlib import Path def oss_artifact() -> Path: """ Return the path to a build artifact for DC/OS OSS master. """ return Path('/tmp/dcos_generate_config.sh')
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def contains(value, substring): """ Because in Jinja templates you can't use the 'in' operator. """ return substring in value
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def get_roles_mapping(request, iface): """Gets the role mapping for the resource.""" # Unpack. registry = request.registry roles_mapping = registry.roles_mapping return roles_mapping.get(iface, None)
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def all_possible_rcts_prds(rxn): """ rxn: string with an unformatted reaction returns rcts_all, prds_all: list of all possible reactants and products -formatted- ex. ['A+B','B+A'], ['A+A','2A'] """ if ('<=>' in rxn): rxn = rxn.replace('<=>', '=') elif ('=>' in rxn): rxn =...
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