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import os def suite_host(): """Hostname of agent under test.""" return os.environ.get("SUITE_HOST", "localhost")
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def HImass2flux(m_hi, D): """ Converts HI masses into observed fluxes, depending on the distance Input ----- M : float or ndarray HI mass in solar masses D : float Distance in Mpc Returns ------- S : Flux in Jy km/s """ S = m_hi / 2.36e5 / D**2 return S
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def percent_invert(value, total): """ Convert avail and total values to percent """ if total: v = (float(total) - float(value)) * 100.0 / float(total) if v >= 0.0: return v return 100.0
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import sys def override_obj(obj, obj_name): """ Override object name with name given in obj_name option. """ if type(obj_name) is list and len(obj_name) == 1: return obj_name[0] elif type(obj_name) is list and len(obj_name) > 1: sys.exit("*** ERROR: obj_name requires only one name,...
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def weekend_feature(date, num): """One Hot encoding for weekend feature One Hot encoding for the weekend feature of a given sample. takes a 1 as the value if the feature is computed, 0 otherwise. Parameters ---------- data: pd.Dataframe input dataframe containing the time series. ...
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import yaml def get_rule_set(args): """Read and parse the config file at the location given when the linter script is run. Parameters ---------- args : argparse.Namespace Arguments input when script is called from the console Returns ------- dict Contains structured d...
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def use_images_as_annotations(ibs, gid_list, name_list=None, nid_list=None, notes_list=None, adjust_percent=0.0, tags_list=None): """ Adds an annotation the size of the entire image to each image. adjust_percent - shrinks the ANNOTATION by percentage o...
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def spam(): """Example spam message using SpamAssassin's GTUBE message.""" return ( b"Subject: Test spam mail (GTUBE)\n" b"Message-ID: <GTUBE1.1010101@example.net>\n" b"Date: Wed, 23 Jul 2003 23:30:00 +0200\n" b"From: Sender <sender@example.net>\n" b"To: Recipient <recip...
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from datetime import datetime def current_season(): """Get Current Season.""" today = datetime.today() today = datetime(today.year, today.month, today.day) Y = today.year seasons = [ ("winter", (datetime(Y, 1, 1), datetime(Y, 3, 20))), ("spring", (datetime(Y, 3, 21), datetime(Y, 6,...
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def str_range(start, end): """get range with string type""" return [str(i) for i in range(start, end)]
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def dichotomize(data, tables): """ -> perform dichotomization on data, using tables. -> data is a matrix -> tables is a listof disjonctif table (i.e 2D array) -> return a new dichotomized matrix """ data_new = [] for vector in data: variable_index = 0 vector_new = [] for scalar in vector: scalar_new = ...
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def get_direction(connection_byte, connection_id): """given a connection byte and a connection id, which direction is this connection? the 0th connection of $5 is SOUTH and the 1st connection is EAST""" connection_options = [0b1000, 0b0100, 0b0010, 0b0001] results = ["NORTH", "SOUTH", "WEST", "EAST"] ...
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import requests def do_http_get(request_url: str): """helper method to do http requests""" resp: requests.Response = requests.get(request_url) if resp.ok: return resp.json() else: raise ConnectionError
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def get_moves(pos, xs, ys, step): """ Get the 5 possible moves from a position given a constant speed. (left, right, forward, back, stay still) :param pos: :param xs: :param ys: :param step: :return: """ moves = [] for dx, dy in [(-step, 0), (step, 0), (0, -step), (0, step), ...
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from typing import Sequence def apply_weights(values: Sequence[float], weights: Sequence[float]): """ Returns values[0] * weights[0] + values[1] * weights[1] + ... + values[n] * weights[n] """ return sum([v[0] * v[1] for v in zip(values, weights)])
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import re def headers(corpus): """ Places headers up to h6 into the corpus. """ for i in range(3, 1, -1): corpus = re.sub(r'(^|\n)'+f'({"#"*i})'+'[ \t]+([^\n]+)', fr'\g<1><h{i+1}>\g<3></h{i+1}>', corpus) return corpus
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import math def move_time(move, eres): """ Calculates the time it takes to do a move. Calculates how long it will take to complete a move of the motor. It is assumed that the motor will decerate to a stop for the end of the move as opposed to keep moving at velocity. Everything is in motor units...
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def hexify(i, digits=4): """ convert an integer into a hex value of a given number of digits""" format_string = "0%dx" % digits return format(i, format_string).upper()
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def splitIndentDeepness(text): """ Return tuple (d, t) where d is deepness of indentation and t is text without the indentation. """ pl = len(text) text = text.lstrip() return (pl-len(text), text)
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def mjd2met(mjd): """ Converts Modified Julian Day in Mission Elapsed Time (MET, in seconds). Cf. http://fermi.gsfc.nasa.gov/ssc/data/analysis/documentation/Cicerone/Cicerone_Data/Time_in_ScienceTools.html to see how the time is handled in the Fermi Science Tools. Input: time in MJD (fraction of a...
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import socket def is_ip_addr(addr): """Returns True if an address is an ipv4 address or an ipv6 address based on format. False otherwise.""" for addr_type in [socket.AF_INET, socket.AF_INET6]: try: socket.inet_pton(addr_type, addr) # not present on python 2.7 on Windows return...
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from typing import Union def is_union(etype) -> bool: """ Determine whether etype is a Union """ return type(etype) == type(Union)
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def nullable_attrgetter(key, default): """To allow sorting on nullable field with default value""" def getter(item): return getattr(item, key) or default return getter
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def figsize(relwidth=1, aspect=.618, refwidth=6.5): """ Return figure dimensions from a relative width (to a reference width) and aspect ratio (default: 1/golden ratio). """ width = relwidth * refwidth return width, width*aspect
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def trim_urls(attrs, new=False): """Bleach linkify callback to shorten overly-long URLs in the text. Pretty much straight out of the bleach docs. https://bleach.readthedocs.io/en/latest/linkify.html#altering-attributes """ if not new: # Only looking at newly-created links. return attrs ...
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def format_error_code(errorCode: int, descriptions: list) -> str: """Emergency error code -> description. Args: errorCode: Error code to check. descriptions: Description table with (code, mask, description) entries. Returns: Text error description. """ description = 'Unknow...
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import os def _chpl_home(): """Calculate and return $CHPL_HOME defaulting to root of repo/install.""" repo_root = os.path.abspath(os.path.join( os.path.dirname(__file__), '../..')) return os.environ.get('CHPL_HOME', repo_root)
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import re def is_string_id(string_id): """Checks if a string is a valid user ID string""" if re.match('<@![0-9]+>', string_id): return True return False
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def check_chrom_bounds(gene, slack, bounds): """ :param gene: :param slack: :param bounds: :return: """ s, e = int(gene[1]), int(gene[2]) assert s >= 0, 'Gene start invalid: {}'.format(s) assert e > 0, 'Gene end invalid: {}'.format(e) if gene[5] == '+': if bounds['start']...
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def get_plural_name(name): """ 将单数形式的名字转换为复数形式 :param name: :return: """ plural_name = name if plural_name[-1] == 'y': plural_name = '%sies' % plural_name[:-1] elif plural_name[-1] == 's': plural_name = '%ses' % plural_name else: plural_name = '%ss' % plural_name return plural_name
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import subprocess def get_devices(): """ 获取连接电脑的手机设备号列表 可能输出的信息 * daemon not running; starting now at tcp:5037 * daemon started successfully List of devices attached 9598552235004UD device or List of devices attached 9598552235004UD device :return: 手机设别号list结构体 """...
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def process_other_transcript(contents): """ process all other transcript output """ checked = contents.count('<strong>') > 0 context = {'text': contents, 'checked': checked } return context
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def find_du_based_on_ip(ip, functions): """ This method finds a du id associated to an ip """ for vnf in functions: if 'vnfr' not in vnf.keys(): continue vnfr = vnf['vnfr'] dus = [] if 'virtual_deployment_units' in vnfr.keys(): dus = vnfr['virtual...
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def parse_list(list_string): """ Parses IPv6/prefix/route list string (output of wpanctl get for properties WPAN_IP6_ALL_ADDRESSES, IP6_MULTICAST_ADDRESSES, WPAN_THREAD_ON_MESH_PREFIXES, ...) Returns an array of strings each containing an IPv6/prefix/route entry. """ # List string example (get(W...
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def rule_enclosing( value: float, layer1: str, layer2: str, angle_limit: float = 90 ) -> str: """Layer1 must be enclosed by layer2 by value. checks if layer1 encloses (is bigger than) layer2 by value """ error = f"{layer1} enclosing {layer2} by {value}um" return ( f"{layer1}.enclosing({l...
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def find_overlapping_ranges(shard_ranges): """ Find all pairs of overlapping ranges in the given list. :param shard_ranges: A list of :class:`~swift.utils.ShardRange` :return: a set of tuples, each tuple containing ranges that overlap with each other. """ result = set() for shard_ra...
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def remote_resources_data_to_metax(resources): """ Converts external resources from qvain light schema to metax schema. Arguments: data {object} -- External resources. Returns: object -- Object containing external resources array that complies with Metax schema. """ metax_remo...
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def lightness_glasser1958(Y, **kwargs): """ Returns the *Lightness* :math:`L^*` of given *luminance* :math:`Y` using *Glasser et al. (1958)* method. Parameters ---------- Y : numeric *luminance* :math:`Y`. \*\*kwargs : \*\*, optional Unused parameter provided for signature c...
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def proportional(nseats, votes_dict): """assign n seats proportionaly to votes using Hagenbach-Bischoff quota :param nseats: int number of seats to assign :param votes: iterable of int or float weighting each party :result: list of ints seats allocated to each party """ items = votes_dict.items(...
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def n_params(model): """Return the number of parameters in a pytorch model. Args: model (nn.Module): The model to analyze. Returns: int: The number of parameters in the model. """ pp = 0 for p in list(model.parameters()): nn = 1 for s in list(p.size()): ...
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def _is_namedtuple(x): """Duck typing test for namedtuple factory-generated objects.""" return isinstance(x, tuple) and hasattr(x, '_fields')
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def as_int(raw): """Return an int for the given raw value. Return None for "falsey", non-zero values. """ if raw == 0: return 0 elif not raw: return None else: return int(raw)
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import random def Jitter(values, jitter=0.5): """Jitters the values by adding a uniform variate in (-jitter, jitter).""" return [x + random.uniform(-jitter, jitter) for x in values]
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from typing import OrderedDict def alphabetically_sorted_dict(d): """ Returns a dictionary with all keys recursively sorted alphabetically """ ordered = OrderedDict() for k, v in sorted(d.items()): if isinstance(v, dict): ordered[k] = alphabetically_sorted_dict(v) else:...
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def ensure_collection(value, collection_type): """Ensures that `value` is a `collection_type` collection. :param value: A string or a collection :param collection_type: A collection type, e.g. `set` or `list` :return: a `collection_type` object containing the value """ return collection_type((v...
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def add_srt_to_meta(meta_list, srt_dict): """ Combindes the metadata and srt dictionarys. :param meta_list A list of metadata dictionarys from get_episode_metas :param srt_dict A dictionary of ID, SRT """ new_list = [] # Make a new array to avoid pass my refrence override for elem...
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def exclude_ancestor_filediffs(to_filter, all_filediffs=None): """Exclude all ancestor FileDiffs from the given list and return the rest. A :pyclass:`~reviewboard.diffviewer.models.filediff.FileDiff` is considered an ancestor of another if it occurs in a previous commit and modifies the same file. ...
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import random def random_within_range(num_bytes, max_bytes=None): """Return a random int within range. - If only ``num_bytes`` is set, return ``num_bytes`` - If both ``num_bytes`` and ``max_bytes`` are set, return random int within between ``num_bytes`` and ``max_bytes`` (including). """ r...
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from typing import Dict def dict_diff(d1: Dict, d2: Dict) -> Dict: """Compute the set difference `d1` - `d2`""" def flatten(obj): if isinstance(obj, (list, tuple)): return tuple([flatten(o) for o in obj]) elif isinstance(obj, dict): return tuple([(flatten(k), flatten(v...
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def cleanup(run_dir): """ Cleans up the run directory. """ # Remove param_plots folder if empty histo_dir = run_dir.joinpath('histogram_plots') if histo_dir.is_dir() and not any(histo_dir.iterdir()): histo_dir.rmdir() # If run_dir is empty because there aren't enough good pixels, re...
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def _calculate_area(p, q, r): """ Calculates the area of the triangle by its vertex coordinates. Helper method for the _calculate_distortion_energy() and compute_one_csd() methods. It calculates the area of the triangle spanned by three points in R^2 or R^3. Parameters ---------- p/q/r : tripl...
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import glob import shutil def copy_egg_info(dest_dir): """Copies the .egg-info directory to the specified location. Args: dest_dir: str. The destination directory. Returns: 0 on success, 1 on failure. """ # Remove any trailing slash on the destination directory. dest_dir = dest_dir.rstrip('/') ...
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def get_headers(): """ 返回请求头信息 :return: """ headers = { 'User-Agent': "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.169 Safari/537.36" } return headers
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import numpy def normalize(x): """Normalizes a numpy array by dividing by the sum.""" s = float(numpy.sum(x)) return x / s
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from typing import Dict def get_project_config_from_user() -> Dict: """ Ask the user for the information for the project config. Returns: A dictionary with the config for the project, including local_dir, target, remote_dir, and port. """ local_dir = input('Path to code_sync on this local machin...
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import os def add_suffix(path, suffix="-0"): """ Add suffix to the filename. add_suffix(".../XX.tif", "Suf") returns ".../XXSuf.tif" """ fname, ext = os.path.splitext(os.path.basename(path)) dname = os.path.dirname(path) return os.path.join(dname, fname + suffix + ext)
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import os def uploadObject(s3, bucket_name, filepath, dst_dir): """Upload to s3 Bucket Args: bucket_name (str): s3 bucket name filepath (str): Path to local file that needs to be uploaded dst_dir (str): Path to s3 bucket """ filename = os.path.basename(filepath) new_path =...
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def __FindTouchingTrack(t1, endpoint, trackLookup): """Find a track connected to the end of another track""" match = 0 matches = 0 ret = False, False for t2 in trackLookup[t1.GetLayer()][t1.GetNetname()]: # The track object can change, this seems like the only # reliable way to test ...
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def ugly_number(n): """ Returns the n'th Ugly number. Ugly Numbers are numbers whose only prime factors are 2,3 or 5. Parameters ---------- n : int represent the position of ugly number """ if(n<1): raise NotImplementedError( "Enter a valid natural numbe...
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def problem048(): """ The series, 1^1 + 2^2 + 3^3 + ... + 10^10 = 10405071317. Find the last ten digits of the series, 1^1 + 2^2 + 3^3 + ... + 1000^1000. """ modulo = 10 ** 10 ans = sum(pow(i, i, modulo) for i in range(1, 1001)) % modulo return ans
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def get_wcs_ctype(wcs): """ Get celestial coordinate type of WCS instance. Parameters ---------- wcs : `~astropy.wcs.WCS` WCS transformation instance. Returns ------- ctype : {'galatic', 'icrs'} String specifying the coordinate type, that can be used with `~astr...
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def create_random_stamp_ids(rnd: int) -> tuple: """スタンプ用IDをランダムに生成する Args: rnd: 乱数 Returns: tuple: スタンプセットのパッケージIDとスタンプID """ package_id = 11537 sticker_id = 52002749 if rnd == 1: package_id = 11537 sticker_id = 52002764 elif rnd == 2: package_id...
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def to_word_indexes(tokens, keyed_vectors, unk=None, fallback_transform=None): """Look up embedding indexes for tokens.""" if fallback_transform: assert unk unk = keyed_vectors.vocab[unk] return [ keyed_vectors.vocab.get( token, keyed_vectors.v...
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def multiple(first,second): """Return multiplication of the 2 arguments. Examples -------- >>> multiple(4,5) 20 >>> multiple(2,1) 2 """ return first * second
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import operator def _ext_proc_tpls_to_procs(xps): """List processors by each priority. :param xps: A list of (file_extension, processor_cls) :return: List of [processor_cls] """ return sorted((operator.itemgetter(1)(xp) for xp in xps), key=operator.methodcaller("priority"))
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import logging def WriteToPoolCount(pool_d, rcbc_list, counts, nSamples, out_prefix, indexes): """ Inputs: pool_d (dict) rcbarcode (s) => [barcode (str), scaffold (str), strand (str), pos (i)] rcbc_list (list<str>): We get a list of all the rcbarcodes as they a...
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import os def chdir(path, **kwargs): """change current working directory""" return os.chdir(path, **kwargs)
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def strategy_expensive(cookies, cps, history, time_left, build_info): """ Always buy the most expensive item you can afford in the time left. """ #maximum cookies to be able to get in the time left max_cookies = cookies + cps * time_left expensive_item = None expensive_item_cost = ...
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def subtractProductAndSum(self, n): """ :type n: int :rtype: int 82% faster 61% less mem """ prod = 1 sum = 0 for i in range(len(str(n))): sum += (n%10) prod *= (n%10) n /=10 return prod - su...
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def get_manual_finding_report_detail(manual_finding_reports): """ Iterate over manual finding report detail from response. :param manual_finding_reports: manual finding report detail from the response :return: List of manual finding report elements. """ return [{ 'ID': manual_finding_re...
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def reverse_str(numeral_str): """Reverses the order of a string.""" return numeral_str[::-1]
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def read_cols_query(col_names, table_name, schema_name): """ Obtain the query to read the columns from a table :param col_names: (list of strs) list of cols names to read :param table_name: (str) table name to read from :param schema_name: (str) schema name of the table :return: A stri...
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def ds_search_url(): """ "Creates the URL for the datastore search end-point" :return: a URL """ search_url = "https://www.opendata.nhs.scot/api/3/action/datastore_search" return search_url
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def generate_words_list(texts: list) -> list: """Cria uma lista de palavras""" words_list = [] for text in texts: words_in_text = text.split() for word in words_in_text: if word not in words_list: words_list.append(word) return words_list
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import configparser def reset_config(): """ Resets the Config File. In fact the Config.ini file will be rewritten in total. :return: """ config = configparser.ConfigParser() config['DATA'] = { 'data_root_directory': 'Data/', 'data_raw_directory': 'Data/Raw', 'data_resul...
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from bs4 import BeautifulSoup def lyrics_from_letrasmus(html): """Extracts lyrics from the html of a webpage of 'letras.mus.br'.""" lyrics = '' soup = BeautifulSoup(html, 'html.parser') verses = soup.select('.cnt-letra article p') for para in verses: lyrics += para.get_text('\n') + '\n\n...
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def unflatten_columns (self, columns, delimiter=","): """ Compacts data from multiple rows based on cell data. Parameters ---------- :param columns: (str or List[str]) Name of the column(s) to be used as keys for unflattening. :param delimiter: (Optional[str]) Separator for the data in the res...
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def confirm(output, default=None): """ 진행될 내용을 표시하고 유져에게 확인 받기 :return: Boolean """ suffix = ('[y/N]', '[Y/n]', '[Y/N]') default = 1 if default is True else 0 if default is False else 2 while True: print(output, end=' ') i = input(suffix[default]).strip().lower() if len(i) == 0: if default == 2: con...
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def extract(entrytext, lchar, rchar): """extracts all the textblocks surrounded by lchar and rchar from entrytext""" def indexlist(entrytext, char): """Creates a list of the indexes of segments to be extracted """ rl_temp = [...
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def normalize_key(key: str): """ Normalize CSV header values """ key = key.lower().replace('_', '').replace('-', '').replace(' ', '') return { 'startdatetime': 'start_date_time', 'enddatetime': 'end_date_time', 'resultslocation': 'results_location' }.get(key, key)
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def VAVL(pa,pb): """ Van Albada & Van Leer averaging function """ if(pa*pb > 0.0): e = 1.0e-8 num = ( pa*pa + e*e )*pb + ( pb*pb + e*e )*pa den = ( pa*pa + pb*pb + 2.0*e*e ) vv = num/den else: vv = 0.0 return vv
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def reflect(cp, anchor): """ Reflect the point `cp` through the anchor. """ vec = (cp[0] - anchor[0], cp[1] - anchor[1]) neg = (-vec[0], -vec[1]) return (anchor[0] + neg[0], anchor[1] + neg[1])
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import torch def Jaccard_loss_cal(true, logits, eps=1e-7): """Computes the Jaccard loss, a.k.a the IoU loss. Note that PyTorch optimizers minimize a loss. In this case, we would like to maximize the jaccard loss so we return the negated jaccard loss. Args: true: a tensor of shape [B, H, W]...
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import zlib def zlib_encode(input,errors='strict'): """ Encodes the object input and returns a tuple (output object, length consumed). errors defines the error handling to apply. It defaults to 'strict' handling which is the only currently supported error handling for this codec....
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def GenerateConfig(context): """Generate YAML resource configuration.""" resources = [{ 'name': context.env['name'], 'type': 'compute.v1.instanceTemplate', 'properties': { 'properties': { 'machineType': context.properties['machineType'], 'disks': [{ ...
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def getitem(obj, item): """Grab the item from the object. Example usage: someObj|getitem:key """ return obj[item]
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import os def lambda_handler(event, context): """Lambda function which checks if the meta data for the current day is available or not Parameters ---------- event: dict, required Input event to the Lambda function context: object, required Lambda Context runtime methods and attri...
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import tempfile import os import imp def _tmp_pkg(dirName): """ Create a temporary package. Returns (name, path) """ while True: path = tempfile.mkdtemp(dir=dirName) name = os.path.basename(path) try: imp.find_module(name) # if name is found, delete...
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def _get_list_traj(trajectory): """Return a list of (proxy) snapshots from either a list or Trajectory Parameters ---------- trajectory : :class:`.Trajectory` or :class:`.list` trajectory or list to convert into a list of snapshots Returns ------- :class:`.list` list of (prox...
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def main(data): """ Esta función recibe una tupla, dicha tupla contiene un array y una cadena, el objetivo de esta función es analizar cuántas veces se repite la cadena dentro de los elementos del array y también devolvernos la cantidad de elementos del array. Args: data (tupla): Contiene como prim...
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def proximaVariable(valor, pos): """Extrae la próxima "%variable%" de valor después pos. Extrae la próxima variable de entorno que esté en la forma "%variable%" dentro de la cadena valor después de la posición pos. Retorna un par de valores, la posición después de la variable encontrada para una futura búsqueda y e...
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def sign(x: float): """Retuns 1 if x > 0 else -1. > instead of >= so that sign(False) returns -1""" return 1 if x > 0 else -1
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import os def _is_subpackage_of(package, parent): """A function check if a package is a package imported from environment or a subpackage of a parent package. Parameters ---------- package : module The package to check if it's a subpackage of 'parent' parent : module A package which had imported 'package' ...
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import re def is_empty_line(line: str): """Check if line is empty. Returns True if line contains only whitespaces""" return bool(re.match(r"\s*\n", line))
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def is_json_string(text: str) -> bool: """ Given an input text, is_json_string returns `True` if it is a valid JSON string, or False otherwise. The definition of a valid JSON string is set out in the JSON specification available at https://json.org/. Specifically, the section on strings defines them as: "A string ...
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def matches(value, attr_list): """Return whether value matches the attribute described by attr_list Attributes come from mutagen as lists of strings (except for the "path" attribute). If the value is surrounded by double quotes, we look for exact matches; otherwise, we join together the attribute list ...
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def cli(ctx, history_id): """Returns the state of this history Output: A dict documenting the current state of the history. Has the following keys: 'state' = This is the current state of the history, such as ok, error, new etc. 'state_details' = Contains individual statistics for vario...
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import struct def retrieve_message(conn, out_format): """Retrieve a message from the client. Parameters ---------- conn : socket.socket socket for server connection out_format : str or None format of the output structure Returns ------- Any received message ...
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def vm_name(request): """ Customized VM name in module scope """ name_marker = request.node.get_closest_marker("vm_name") return name_marker.args[0] if name_marker else request.node.name
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def bits_to_target(bits): """ Decodes the full target from a compact representation. See: https://bitcoin.org/en/developer-reference#target-nbits Args: bits (int): Compact target (32 bits) Returns: target (Bignum): Full 256-bit target """ shift = bits >> 24 target = (bits &...
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