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def _get_file_list(data): """ 获取用例文件列表 """ files = [] files_name = [] for index, d in enumerate(data): print("index:", index) print("d:", d) case_file = { "id": index, "label": d["file"], "children": [] } if len(files) == 0: files.a...
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def split_fqn(title): """ Split fully qualified name (title) in name and parent title """ fqn = title.split('/') if len(fqn) > 1: name = fqn.pop() return (name, '/'.join(fqn)) else: return (title, None)
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def make_dict_from_csv(fn): """ convert listing of partial permutations with multiplicity into dict input file should have one line for each "type" of ballot - first entry is number of ballots of this type - successive entries are ranked candidates (no non-votes or repeats) - all candidates are ...
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def _replace_special_characters(str_special_chars): """ Replaces special characters in a string with their percent-encoded counterparts ':' -> '%3A' '/' -> '%2F' ',' -> '%2C' (e.g. "1/1/9" -> "1%2F1%2F9") :param str_special_chars: string in which to substitute characters :re...
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import sys def _next_argument(): """Return the next argument as a string The next argument is returned. Options (strings starting with -) are ignored. The argument is removed from the sys.argv-list. Returns: String with the next argument. """ for idx in range(1, len(sys.argv)): ...
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def collect_reports(number_of_workers, report_queue): """pulls reports off the report queue until it has grabbed 1 poison pill for each worker process returns the reports""" list_of_bad_players_inventories = [] poison_pills_found = 0 while poison_pills_found < number_of_workers: report = rep...
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def bit_or(evaluator, ast, state): """Evaluates "left | right".""" res = evaluator.eval_ast(ast["left"], state) | evaluator.eval_ast(ast["right"], state) return res
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def has_tags(available, required): """ Helper method to determine if tag requested already exists """ for key, value in required.items(): if key not in available or value != available[key]: return False return True
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def unique_type(data): """ get the unique types of a list of data """ tps = [type(_) for _ in data] tpunique = [] while len(tps)> 0: tp = tps[0] tpunique.append(tp) tpcount = tps.count(tp) for i in range(tpcount): tps.remove(tp) return tpunique
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def is_snapshot_task_running(vm): """Return True if a PUT/POST/DELETE snapshot task is running for a VM""" snap_tasks = vm.get_tasks(match_dict={'view': 'vm_snapshot'}) snap_tasks.update(vm.get_tasks(match_dict={'view': 'vm_snapshot_list'})) return any(t.get('method', '').upper() in ('POST', 'PUT', 'DE...
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def add_setup(setup=None, teardown=None): """decorate test functions to add additional setup/teardown contexts""" def decorate_function(test): def wrapper(self): if setup: setup(self) test(self) if teardown: teardown(self) retur...
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from typing import Dict from typing import Any from typing import List def get_region_sizes(settings: Dict[str, Any]) -> List[int]: """ Compute size of each layer in network specified by `settings`. """ dim = settings["num_tasks"] + settings["obs_dim"] region_sizes = [] for region in range(settings["...
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def get_classification_task(graphs): """ Given the original data, determines if the task as hand is a node or graph classification task :return: str either 'graph' or 'node' """ if isinstance(graphs, list): # We're working with a model for graph classification return "graph" else: ...
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import unicodedata def code_points(text, normalize=None): """Return the sequence of unicode code points as integers If normalize is not None, first apply one of the unicode normalization schemes: NFC, NFD, NFKC, NFKD. More details on normalization schemes in: https://docs.python.org/3/library/u...
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def datetime_to_string(dt, hms=True): """ :param dt: Day with format datetime :param hms: Boolean, if True "%Y-%m-%d %H:%M:%S" is returned :return: String of the date with format: "%Y-%m-%d", if hms True string of the date with format: "%Y-%m-%d %H:%M:%S" """ if hms: return str(dt.year) ...
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def find_unique_name(name, names, inc_format='{name}{count:03}', sanity_count=9999999): """ Finds a unique name in a given set of names :param name: str, name to search for in the scene :param names: list<str>, set of strings to check for a unique name :param inc_format: str, used to increment the n...
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def get_nextupsegs(graph_r, upsegs): """Get adjacent upsegs for a list of segments as a single flat list. Parameters ---------- graph_r : dict Dictionary of upstream routing connections. (keys=segments, values=adjacent upstream segments) upsegs : list List of segments ...
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import json def df_json(df_desc): """ Convert & manipulate describe by updating JSON Parameters: pandas.core.frame.DataFrame Returns: list of JSON including column_name """ op_json = json.loads(df_desc.to_json()) for col_name in op_json: op_json[col_name]['column_name'] =...
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def build_texts_from_gems(keens): """ Collects available text from each gem inside each keen in a list and returns it :param keens: dict of iid: keen_iid :return: texts: dict of iid: list of strings with text collected from each gem. """ texts = {} for keen in keens.values(): for gem...
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def filterResultsByRunsetFolder(runSets, form): """ Filters out results that don't have the specified runsetFolder name """ ret = [] for runset in runSets: if runset.runsetFolder == form['runset'].value: ret.append(runset) return ret
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import platform def get_iana_protocols(): """Parse the local file of IANA IP protocols and return a dictionary of protocol number to name. :rtype:dict[int,str] """ os_dist = platform.system() if os_dist == "Linux": protocols_file_path = "/etc/protocols" elif os_dist == "Windows": ...
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import csv def read_list( csvFile ): """Returns a list which has been stored as a csv file""" with open( csvFile ) as csvFile: reader = csv.reader( csvFile, quotechar='|' ) out = [ ] for row in reader: out += row return out
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import os def dccTest(): """Returns true or false after checking if the `KRAKEN_DCC` environment variable is set to use this plugin. .. note:: The variable value to activate the Maya plugin is: `Maya`. Returns: bool: True if the environment variable is set to use this plugin. ""...
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def _sqrt_nearest(n, a): """Closest integer to the square root of the positive integer n. a is an initial approximation to the square root. Any positive integer will do for a, but the closer a is to the square root of n the faster convergence will be. """ if n <= 0 or a <= 0: raise Va...
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def sanitize_filename_windows(name): """Turn the filename into a legal windows filename. See http://support.grouplogic.com/?p=1607 """ name = name.decode('utf-8') name = name.encode('ascii', 'ignore') name = name.replace('"', "'") name = name.replace(" ", "_") # Personal preference nam...
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import typing def __evict__( sorted_hits: typing.List[int], cache_hits: typing.Dict[int, typing.Dict[str, int]], size_to_recover: int, ) -> typing.Tuple[list, int]: """Select how many to evict. :param sorted_hits: List of current hits sorted from lower to higher. :param cache_hits: Cache hits...
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def match_info(match,requested_team): """ Functions that returns the list called match_information. In conjunction with other function, it is used to display information about the games. Param: match is list """ match_information = [] if match["score"]["winner"] == "HOME_TEAM": match_...
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def split_by_last_word(string_list): """ split list of strings list by last word Args: string_list: list(str), list of text in form of str Returns: list,list the list of text with last word removed and the last word text list """ # return [ ' '.join(s.split()[...
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def find_net(table_coordinates): """ Finding net coordinates, taking avg of x1 and x4 (mid points of table) """ top_x = table_coordinates[1][0] bottom_x = table_coordinates[4][0] avg = int((top_x+bottom_x)/2) return avg
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def _get_v1_error_from_json(_json_error, _fail_on_no_results): """This function extracts error details (if present) from a Community API v1 response. :param _json_error: The API response in JSON format :type _json_error: dict :param _fail_on_no_results: Defines if an exception should be raised if no re...
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import math def hill_func (x, Pmin, Pmin_inc, K, n, repress=False): """ Hill function used for fitting """ if x < 0.0: x = 0.0 if repress == True: return Pmin + Pmin_inc*( math.pow(K,n) / (math.pow(K,n)+math.pow(x,n)) ) else: return Pmin + Pmin_inc*( math.pow(x,n) / (math.pow(K,n)+math.pow(x,n)) )
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def analysis_find_numbers( database, arg_five_or_seven_numbers): """Find numbers """ found_five = {} found_euro = {} for key, numbers in database.items(): for vals in numbers: if len(arg_five_or_seven_numbers) >= 5: numbers_five = [vals[0],vals[1],vals[2],vals[3]...
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def is_clique(G, nodes): """Returns True if and only if `nodes` is an independent set in `G`. `G` is an undirected simple graph. `nodes` is an iterable of nodes in `G`. """ H = G.subgraph(nodes) n = len(H) return H.number_of_edges() == n * (n - 1) // 2
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def clamp(v, lo, hi): """Return v clamped to range [lo, hi]. >>> clamp(1, 2, 3) 2 >>> clamp(4, 0, 1) 1 >>> clamp(6, 5, 8) 6 """ assert lo <= hi if v < lo: return lo elif v > hi: return hi else: return v
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def collatz_sequence(seed): """Given seed generates Collatz sequence""" sequence = [seed] counter = seed # pylint: disable=misplaced-comparison-constant while 1 != counter: # pylint: disable=misplaced-comparison-constant counter = (int(counter/2) if 0 == counter%2 else 3*counter+1) ...
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import sys def extract_module_locals(depth=0): """Returns (module, locals) of the funciton `depth` frames away from the caller""" f = sys._getframe(depth + 1) global_ns = f.f_globals module = sys.modules[global_ns['__name__']] return (module, f.f_locals)
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import csv def loadFlags(file): """Takes in a filename/path and reads the data stored in the file. If it is a single column of data returns a 1D list, if it is multiple columns of data returns a 2D list. Note the first line is skipped as it assumes these are column labels. """ with op...
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def _read_windex(fn): """ Return word index as dict of words to int pointers """ with open(fn) as f: return dict((w.strip(), int(n)) for w,n in zip(f, f))
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from typing import List from typing import Dict import asyncio def loop_info() -> List[Dict]: """Show information about running loop.""" loop = asyncio.get_event_loop() return [ { "running": loop.is_running(), "policy": str(asyncio.get_event_loop_policy().__class__).split("...
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def fopen(ref): """ Open a file and return a list of lines. """ return [i.split() for i in open(ref).readlines()]
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import colorsys def hsl_to_rgb(hue, saturation, lightness): """Takes a colour in HSL format and produces an RGB string in the form #RRGGBB. :param hue: The Hue value (between 0 and 360). :param saturation: The Saturation value (between 0 and 100). :param lightness: The Lightness value (between 0 ...
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def is_overlapping(segment_time, previous_segments): """ Checks if the time of a segment overlaps with the times of existing segments. Arguments: segment_time -- a tuple of (segment_start, segment_end) for the new segment previous_segments -- a list of tuples of (segment_start, segment_end) for the...
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import types def ascii_only(input_text): """ Map Word Text to best ASCII equivalents See the 'findunicode.py' program for how to search for these :param input_text: (str) input text :return: (str) Ascii only text """ replacements = { 160 : u'-', 174 : u'r', # Regi...
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def make_regex(pattern, escape=False): """Build regular expression corresponding to `pattern`.""" def re_group(r): return r'(' + r + r')' def re_or(r1, r2): return re_group(re_group(r1) + '|' + re_group(r2)) def re_opt(r): return re_group(r) + '?' asterisk = '*' res =...
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def gir_merge_dicts(user, default): """Girschik's dict merge from F-RCNN python implementation""" if isinstance(user, dict) and isinstance(default, dict): for k, v in default.items(): if k not in user: user[k] = v else: user[k] = gir_merge_dicts(us...
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import json def ler_arquivo(local: str) -> list: """ Essa função serve para ler um arquivo JSON e devolver um dicionário :param local: str, local onde se encontra o arquivo JSON :return: list, lista de dicionário com os dados do arquivo JSON """ with open(local, encoding='UTF-8') as arquivo: ...
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import re def get_derived_table(view_list): """ This function extracts the derived table clause from a view file, if it exists. :param view_list: view file broken down list :type view_list: list :return: a list of the derived table clause for a view file """ derived_list = [] for li...
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def calculate_delta(a, b): """Delta distance between two coords. :type a: tuple :param a: starting coord :type b: tuple :param b: goal coord :rtype: interger """ dx = abs(a[2] - b[2]) dy = abs(a[1] - b[1]) dz = abs(a[0] - b[0]) return dx + dy + dz
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import sys def SecFinder(SecID): """ """ _SecID = str(SecID).lower() _SecID = _SecID.replace('section','') _SecID = _SecID.replace('shape','') _SecID = _SecID.replace('type','') _SecID = _SecID.replace('member','') _SecID = _SecID.replace('chord','') _SecID = _SecID.replace('rack',...
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import typing import ipaddress def format_address(address: typing.Optional[tuple]) -> str: """ This function accepts IPv4/IPv6 tuples and returns the formatted address string with port number """ if address is None: return "<no address>" try: host = ipaddress.ip_address(address...
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def get_x_ranges(table): """ table = [ ['2', 'A'], ['K', 'J', '10' ...], ..., ] """ ranges = [] for column in table: lefts = [card.box.left for card in column] rights = [card.box.left + card.box.width for card in column] left = min(lefts) ...
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import json def refundCardTransactionPayload(amount, reason, merchant_refund_reference, refund_time): """ Function for constructing payload for refundCardTransaction API call. Note: All parameters are of type String unless otherwise stated below. :param amount: Integer - Amount to be refunded :pa...
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def round_to(x, base=1, prec=2): """ Round to nearest base with precision. :param x: (scalar) - value to be rounded from :param base: (scalar) - value to be rounded to :param prec: (int) - number of decimal points :return rounded_val: (scalar) - rounded value """ try: return rou...
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def select_sort(inputlist): """ 简单选择排序 :param inputlist: a list of number :return: the ascending list """ length = len(inputlist) for i in range(length): minimum = i for j in range(i, length): if inputlist[j] < inputlist[minimum]: minimum = j ...
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def definir_orden_builtin(a: str, b: str, c: str) -> str: """Devuelve tres palabras en orden alfabético de izquierda a derecha. :param a: Primera palabra. :a type: str :param b: Segunda palabra. :b type: str :param c: Tercera palabra. :c type: str :return: Las tres palabras en orden alf...
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def check_position(ball_, points_): """ The function return coordinates ball. """ points_cords = points_ ball_cords = ball_ for obj in points_cords: if(obj.cords == ball_cords): current_point_cord=obj.point_pos return current_point_cord
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def positive_sent(args, premise, verbose=True): """Check whether root verb is negated""" # If 'not' is in the lemma list if 'not' in premise.lemmas: # Get all "not" NOT_tokens = [t for t in premise.tokens if t.lemma == 'not'] for not_t in NOT_tokens: ...
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import six def cached(method): """ Decorate `method`, to cache its result. Args: method: The method whose result should be cached. Returns: The decorated method. """ results = {} @six.wraps(method) def wrapper(*args, **kwargs): cache_key = (args, tuple((k, kw...
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def get_node_val(node, val_type): """Return the value as a string of a child node of the specified type, or raise ValueError if none exists""" for child in node.children: if child.expr_name == val_type: return child.text.strip('"') raise ValueError("No value of specified type.")
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from typing import List def find_mine(field: List) -> List[int]: """Finds mine location. Examples: >>> assert find_mine([[0, 0, 0], [0, 1, 0], [0, 0, 0]]) == [1, 1] """ return [ [top_index, inner_index] for top_index, top_value in enumerate(field) for inner_index, inne...
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def _make_pretty_arguments(arguments): """ Makes the arguments description pretty and returns a formatted string if `arguments` starts with the argument prefix. Otherwise, returns None. Expected input: Arguments: * arg0 - ... ... * arg0 - ... ......
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import torch def nested_stack(params, roll: bool = False): """Form a tensor from a nexted list of tensors. This function is a generalization of torch.stack. For proper usage, it's important that params is a nested list with shape consistent with and array. The innermost elements of that nested list s...
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def count_features_type(features): """ Counts three different types of features (float, integer, binary). :param features: pandas.DataFrame A dataset in a panda's data frame :returns a tuple (binary, integer, float) """ counter={k.name: v for k, v in features.columns.to_series().groupby(...
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def pkgconfig_script(ext_build_dirs): """Create a script fragment to configure pkg-config""" script = [] if ext_build_dirs: for ext_dir in ext_build_dirs: script.append("##increment_pkg_config_path## $$EXT_BUILD_DEPS$$/" + ext_dir.basename) script.append("echo \"PKG_CONFIG_PATH=$...
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import re def default_cleaner_fn(fld): """ Return a copy of the given field cleaned up by removing any unwanted characters. """ if (isinstance(fld, str)): return re.sub("[\"\'\\\\]", "", fld) # remove quotes and backslashes else: return fld
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def get_numversion_from_version(v: str) -> tuple[int, int, int]: """Kept for compatibility reason. See https://github.com/PyCQA/pylint/issues/4399 https://github.com/PyCQA/pylint/issues/4420, """ version = v.replace("pylint-", "") result_version = [] for number in version.split(".")[0:3]: ...
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def get_pagination_parameters(request, paginator, paginated): """ Prepare and return the template parameters needed for pagination. Thanks to https://gist.github.com/sbaechler/5636351 Args: ``request`` (django.http.HttpRequest): The request object. ``paginator`` (django.core.paginator...
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from typing import Tuple def extend_shape(original_shape: Tuple, new_size: int, axis: int = 0) -> Tuple: """Extend a dimension of a shape tuple""" shape = list(original_shape) shape[axis] = new_size return tuple(shape)
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import string def validate_ISBN10(isbn): """ Validate ISBN10 code. Returns the ISBN or False if is not valid. """ isbn = isbn.replace("-", "").replace(" ", "") if len(isbn) == 10 and not [x for x in isbn if x not in ( string.digits + "X")]: total = 0 for i in range(9)...
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import os def fix_jinja(txt): """appends empty line to file, if missing""" return ( os.linesep.join([s for s in txt.splitlines() if not s.strip() == ""]) + os.linesep )
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def _resource_for_help(pkg_info, help_file): """ Get the resource name that references the help file in the given help package. The help file should be relative to the document root of the package. """ return "Packages/%s/%s" % (pkg_info.doc_root, help_file)
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def tokenize_message(message): """return a list of normalized words.""" return (message .lower() .replace(".", " .") .replace(",", " ,") .replace("?", " ?") .replace("!", " !") .replace(":", " :") .replace("'s", " 's") ...
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def str2bool(v): """ Convert a string to a boolean :return boolean: Returns True if string is a true-type string. """ return v.lower() in ('true', 't', '1', 'yes', 'y')
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def get_subplotspec_list(axes_list, grid_spec=None): """Return a list of subplotspec from the given list of axes. For an instance of axes that does not support subplotspec, None is inserted in the list. If grid_spec is given, None is inserted for those not from the given grid_spec. """ sub...
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def adjustbufsize( bufsize: int, bits: int) -> int: """Adjust buffer size to account for bit depth Args: bufsize: initial estimate of buffer size bits : bit depth of bitmap (1, 4, 8, 24) bits Returns: An adjusted int value of the ...
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def and_(a, b): """Same as a & b """ return a & b
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import re def generate_top_kmer_md_table(t_kmer_dic, g_kmer_dic, top=5, val_type="c"): """ Given k-mer count dictionaries for genomic and transcript context set, generate a markdown table with top 5 k-mers (sorted by decending dictionary va...
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import argparse def parse_args(): """Parse input arguments.""" parser = argparse.ArgumentParser( description='3DT BDD format dataset generation', formatter_class=argparse.ArgumentDefaultsHelpFormatter) parser.add_argument('set', choices=['gta', 'kitti'], ...
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def schedule(year=None, month=None, day=None, week=None, day_of_week=None, hour=None, minute=None, second=None, start_date=None, end_date=None, timezone=None): """Schedule a function to be executed according to a crontab-like schedule The decorated function will be executed according to the schedu...
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def to_template_dict(obj): """Extract the CFN template dict of an object for test comparisons""" if hasattr(obj, 'to_dict') and callable(obj.to_dict): return obj.to_dict() elif isinstance(obj, dict): return dict((key, to_template_dict(value)) for (key, value) in obj.item...
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def reset_grads(model, require_grad): """reset_grads""" for p in model.parameters_dict().values(): p.requires_grad = require_grad return model
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import os def comment(string): """return string as a comment""" lines = [line.strip() for line in string.splitlines()] return '# ' + ('%s# ' % os.linesep).join(lines)
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def get_default_ext(delim): """Retrieves the default extension for a delimiter""" if delim == ',': return "csv" if delim == '\t': return "tsv" return "txt"
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def to_camel(s): """Convert an underscored title into camel case. 'PARENT_ORGANISATION_ID' => 'parentOrganisationId'""" bits = [(x.lower() if i == 0 else x.title()) for (i, x) in enumerate(s.split("_"))] return "".join(bits)
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def get_first_image_in_list(body_response, name_filter=None): """ Gets the first image in the list :param body_response: Parsed response (Python dic) :param name_filter: If this arg is set, this method will filtered by name content :return: First image in list (that contains name_filter in its name)...
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def vcr_config(): """Common configuration for all vcr tests.""" return {"filter_headers": ["authorization"], "ignore_localhost": True, "record_mode": "new_episodes"}
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import numpy def plane_pt_to_3d_point(pos, trans_matrix): """ Transform plane point position eg. P(x, y, 0, 1) to 3d point eg. P'(X, Y, Z, 1) @param pos: <array_like> position @param trans_matrix: <numpy.array> transformation matrix @return: <Tuple> 3d position """ orig_matrix = numpy.arra...
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import csv import json from typing import Counter def convert_newsqa(file_path): """ Converts NewsQA dataset to jtr format. Args: file_path: path to the NewsQA CSV file (data/NewsQA/) Returns: dictionary in jtr format """ # meta info if '/' in file_path: filename = file_p...
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def _zones_to_regions(zones): """ Return list of regions from the input list of zones :param zones: List of zones. This is the output from `get_zones_in_project()`. :return: List of regions available to the project """ regions = set() for z in zones: # Chop off the last 2 chars to tu...
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def cond(conditions, value): """Returns a function, fn, which encapsulates if/else, if/else, ... logic. R.cond takes a list of [predicate, transformer] pairs. All of the arguments to fn are applied to each of the predicates in turn until one returns a "truthy" value, at which point fn returns the result...
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import numpy def insert_function_sinc(x): """ Insertion with Sinc function :param x: 1D vector :return: 1d vector """ s = numpy.zeros_like(x) s[x != 0.0] = numpy.sin(numpy.pi * x[x != 0.0]) / (numpy.pi * x[x != 0.0]) return s
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import re def is_valid_fqdn(host): """Reasonable attempt at validating a hostname Compiled from various paragraphs outlined here https://tools.ietf.org/html/rfc3696#section-2 https://tools.ietf.org/html/rfc1123 Notably, * Host software MUST handle host names of up to 63 characters and ...
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def to_year_count(d): """ date > n years """ return d.year
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def task_check(): """Pre-deployment check""" return {'actions': [], 'task_dep': ['test', 'lint']}
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def get_band_height(element): """ Return height the the specified element. :param element: current jrxml element being processes. :return: """ return float(element['child'][0]['band']['attr']['height'])
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import re def reformat_ISBNs(text: str, match_func) -> str: """Reformat ISBNs. :param text: text containing ISBNs :param match_func: function to reformat matched ISBNs :type match_func: callable :return: reformatted text """ isbnR = re.compile(r'(?<=ISBN )(?P<code>[\d\-]+[\dXx])') tex...
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import os def has_horovodrun(): """Returns True if running with `horovodrun` using Gloo or OpenMPI.""" return "OMPI_COMM_WORLD_RANK" in os.environ or "HOROVOD_RANK" in os.environ
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import requests def check_connection(uname, pword): """Check if a connection with CNES Pepscan be established :param uname: :param pword: :return: """ response = requests.get( 'https://peps.cnes.fr/rocket/#/search?view=list&maxRecords=50', auth=(uname, pword), stream=True ...
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import sys def read_file(name, normalize=True): """ Read a file. """ try: with open(name, 'r', encoding='utf-8') as f: # read the data data = f.read() if normalize: # normalize line endings data = data.replace("\r\n", "\n") return data except IOError as e: (errno,...
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def get_memory_usage(pandas_df): """ Returns the number of bytes used by a pandas dataframe """ return pandas_df.memory_usage(deep=True).sum()
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