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def pythonize_yang_name(name): """ Convert a name like "interface-name" to "InterfaceName" or "interface" to "Interface """ if '-' in name: py_name = '' sub_components = name.split('-') for s in sub_components: py_name += s.capitalize() return py_name ...
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def pad_matrix(M): """ Pad the matrix's dimensions to the smallest power of 2 greater than or equal to the number of rows and columns in the matrix. This eliminates edge cases for this example. """ m, n = len(M), len(M[0]) b = 1 while b < max(m, n): b <<= 1 M += [[0] * n for _ in range(b - m)]...
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import telnetlib import socket import logging def is_port_open(port, address): """Determine if TCP port is accessible. Connect to the MySQL port on the VIP. :param port: Port number :type port: str :param address: IP address :type port: str :returns: True if port is reachable :rtype:...
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import requests def get_tv_episode_detail(key, id, season, episode, language="en-US"): """ function get_tv_episode_detail Get the TV episode details by id. inputs: key - TMDB API key. id - id of the movie season - Season of the tv series (INT) ...
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def get_attrs(): """get attrs config""" attrs = { "pragma_checkcoincident": 0, "pragma_reschedule": 1, "pragma_modshift": 1, "enable_bisect_optimize": 0, } return attrs
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def evaluation_star(value): """Tag for displaying the rating in the form of stars. Args: value (int): Evaluation. Returns: dict: The return value as a dict for use in the template. """ return {'value': value}
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def extract_subset_fea_col_names(df, fea_list, fea_sep='_'): """ Extract features based feature prefix name. """ return [c for c in df.columns if (c.split(fea_sep)[0]) in fea_list]
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def multi_bracket_validation(string): """Takes in a string argument and returns a boolean representing whether or not the brackets within the string are balanced. """ brackets = [] open_brackets = [] bracket_dict = { ")" : "(", "]" : "[", "}" : "{" } if string.count(...
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def ones_complement_addition(number1, number2): """ Build the one's complement addition as used in the calculation of IP-, TCP- and UDP-headers. To see how the one's complement addition works, visit: https://youtu.be/EmUuFRMJbss :param number1: A 16-bit number as Integer :param number2: A 16-bit nu...
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import torch def _kl_divergence_q_prior_normal(mu, logvar, per_dim=False): """ Returns KL-divergence between the variational posterior $q_{\phi}(z|x)$ and the isotropic Gaussian prior $p(z)$. This forms the 'regularization' part of the ELBO. If the variational posterior is taken to be normal ...
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def get_contrib_par_ids(poa_article, auth_id): """ In order to set xref tags for authors that link to funding award id traverse the article data to match values """ par_ids = [] for index, award in enumerate(poa_article.funding_awards): par_id = "par-" + str(index + 1) for contri...
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import os def perk_upgrade_type(): """Get perk upgrade type from environ varriable""" return os.environ.get('PERK_UPGRADE_TYPE', None)
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import operator def allsame_(iterable, eq=operator.eq): """ returns True of all items in iterable equal each other """ iter_ = iter(iterable) try: first = next(iter_) except StopIteration: return True return all(eq(first, item) for item in iter_)
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import json def shiwu_str_to_list(body): """ 把json的字符串,重新处理成数组,每个元素是(type, key, value) :param body: :return: [(type, key, value)] """ # 第一步:把body字符串转换成json body_json = json.loads(body) if type(body_json) == str: body_json = json.loads(body_json) # 第二步:处理数据 if not body_j...
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import os import subprocess def check_bins(bins): """Check existance of ffmpeg and ffprobe binaries. Parameters ---------- bins : tuple A tuple `(ffmpeg_bin, ffprobe_bin)`` of the binary names/paths. Either of the two can be ``None``, in which case the corresponding binary is ...
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def get_list(cm_response, **data): """ Returns list of caller's public IPs. @clmview_user @cm_request_transparent{user.public_ip.get_list()} """ return cm_response
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import base64 def decode(key, enc): """ Vigenere cipher decoder """ if not len(key): return enc dec = [] enc = base64.b64decode(enc).decode() for i in range(len(enc)): key_c = key[i % len(key)] dec_c = chr((256 + ord(enc[i]) - ord(key_c)) % 256) dec.append(dec_c) return...
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def get_lmn_cursor_parameters(): """Returns list with position 0 as the SQL query to find the gold medal counts of all the NOCs in the database and display them in descending order of gold medals.""" query = '''SELECT national_olympic_committees.country, COUNT(linking_table.medal_id) AS gold_medals ...
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def get_blue_green_from_app(app): """ Returns the blue_green object if exists and it's color field if exists >>> get_blue_green_from_app({}) (None, None) >>> get_blue_green_from_app({'blue_green': None}) (None, None) >>> get_blue_green_from_app({'blue_green': {}}) (None, None) >>...
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def get_last_conv_layer_name(model_keras): """ Search for the last convolutional layer Args: model_keras: A keras model object Returns: Name of the layer (str) """ for layer in reversed(model_keras.layers):#loop in reverse order # Select closest 4D layer to the end of th...
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def build_foreign_key_map(entry): """ Args: Returns: """ cols_orig = entry["column_names"] tables_orig = entry["table_names"] # rebuild cols corresponding to idmap in Schema cols = [] for col_orig in cols_orig: if col_orig[0] >= 0: t = tables_orig[col_orig[0]] ...
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def flatten_args(args): """ Given a dictionary of arguments, produce a string suitable for inclusion in a command line, such as "--name1 value1 --name2 value2" """ return " ".join(["%s %s" % (name, value) for name, value in args.iteritems()])
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def _decimal_lshift_exact(n, e): """ Given integers n and e, return n * 10**e if it's an integer, else None. The computation is designed to avoid computing large powers of 10 unnecessarily. >>> _decimal_lshift_exact(3, 4) 30000 >>> _decimal_lshift_exact(300, -999999999) # returns None ""...
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import os def is_existing_file(an_uri): """Returns whether the file exists and it is an actual file. :param an_uri: the URI pointing to the file :rtype: bool """ return os.path.exists(an_uri) and not os.path.isdir(an_uri)
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def calculate_polynomial_derivative_term(coefficient, variable, order): """Calculates the derivative of the nth order term of a polynomial. Args: coefficient (float): The coefficient of the nth order term in the polynomial variable (float): float to plug in for the variable in the p...
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def single_line(line, report_errors=True, joiner='+'): """Force a string to be a single line with no carriage returns, and report a warning if there was more than one line.""" lines = line.strip().splitlines() if report_errors and len(lines) > 1: print('multiline result:', lines) return joiner...
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import unittest def combined_suites(*test_suites): """Combines several suites into one""" combined_suite = unittest.TestSuite(test_suites) return combined_suite
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import os import json def load_model_config(args): """ Query for the manually specified configuration""" config= dict() model_path = args['model_config_path'] print('Loading model configurations from {}'.format(model_path)) sim_gnn_path = os.path.join(model_path, args['sim_gnn']+ '_sim.json') ...
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import hmac import hashlib def verify_payload(body, webhook_token, header_signature): """ :param body: :param webhook_token: :param header_signature: :return: """ signing_key = webhook_token.encode("utf-8") if not isinstance(body, bytes): body = bytes(body) hashed = hmac....
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def get_player_graph_types(): """Update this with more chart types for individuals""" options = [{'label': 'Rolling CF%', 'value': 'CF'}, {'label': 'Rolling GF%', 'value': 'GF'}, {'label': 'Rolling boxcars', 'value': 'Box'}] return options
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import unicodedata def strip_diacritics_2(input_string: str) -> str: """Return a copy of `input_string` without diacritics, such that strip_diacritics('skříň') == 'skrin' """ trans_dict = {char: int(unicodedata.decomposition(char).split()[0], base=16) f...
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def convert_to_quint(num, digits): """It converts a string number to the quintential number system value. Digits is a list of characters, So it is not recommended to be used for other projects.""" carry = "" for i in num: carry += digits.index(i).__str__() return carry
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def liquidViscosity(T, lVP): """ liquidViscosity(T, lVP) liquidViscosity (centipoise) = 10^(A + B/T + C*T + D*T^2) Parameters T, temperature in K vPP, A=lVP[0], B=lVP[1], C=lVP[2], D=lVP[3] A, B, C, D and E are regression coefficients Returns liquid viscosity...
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def valid_xml_char_ordinal(c): """Filters out certain bytes so that XML files contains valid characters. XML standard defines a valid character as: Char ::= #x9 | #xA | #xD | [#x20 - #xD7FF] | [#xE000 - #xFFFD] | [#x10000 - #x10FFFF] Args: c: Character to be checked Returns: ...
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def _contract(number): """Undo dilation.""" number = number & 0x09249249 number = (number | (number >> 2)) & 0x030C30C3 number = (number | (number >> 4)) & 0x0300F00F number = (number | (number >> 8)) & 0x030000FF number = (number | (number >> 16)) & 0x000003FF return number # Explanat...
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def moveRects(rects, pos): """This function moves the rects to a certain position.""" return [rect.move(pos[0],pos[1]) for rect in rects]
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def add_vp_vs(df): """Calculates the Vp and Vs for a las file Args: df (Pandas.DataFrame): input dataframe MUST CONTAIN `DTCO` and `DTSM` Returns: pandas.DataFrame: input dataframe with vp and vs calculated """ df['Vp'] = (1000000 / df['DTCO']) / 3.281 df['Vs'] = (1000000 / df['...
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def calculate_simpson_index(set1, set2): """Calculates the Simpson index of two sets""" size_intersection = float(len(set1.intersection(set2))) size_smaller_set = min(float(len(set1)), float(len(set2))) return size_intersection / size_smaller_set
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def move_item_to_front(lst, item): """ Move an item to the front of a list. :param lst: the list :type lst: list or tuple :param item: the item, which must be in `lst` :returns: the list, with the item moved to front :rtype: tuple """ lst = list(lst) lst.insert(0...
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def cost_function_part2(num_steps: int) -> int: """Recursive cost function for the second part. The first step costs 1, the second step costs 2, the third step costs 3, and so on. Args: num_steps (int): Number of Steps Returns: (int) cost Examples: >>> cost_function_p...
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def return_label(file_path): """ Extract label from filename Inputs: --------------- file_name: Source of raw wav signal str Outputs: --------------- y: target as string """ if "silence" in file_path.lower(): y = 'silence' e...
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def get_pole_pair_number(self): """Returns the number of pole pairs of the machine Parameters ---------- self : Machine Machine object Returns ------- p: int Pole pair number of the machine """ # Get list of laminations lam_list = self.get_lam_list() p = l...
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import ast def ast_to_func(node, name): """Convert an `ast.FunctionDef` node into a callable object. partof: #SPC-asts.ast2func """ ast.fix_missing_locations(node) code = compile(node, __file__, "exec") context = {} exec(code, globals(), context) return context[name]
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from typing import List def get_sum_of_elements(lst: List) -> int: """Sum of list.""" return sum(lst)
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from typing import Optional def get_location_id(data: dict) -> Optional[str]: """ Returns location_id from a data dictionary, or defaults to None :param dict data: The event data :return str|None: A string containing the location id, or None """ try: return data["event"]["data"]["new"]...
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import os def __is_script__(fpath): """ Return true if the path is a file """ return os.path.isfile(fpath)
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import re def get_cell_barcode(record, cell_barcode_pattern): """Return the cell barcode in the record name. Parameters ---------- record : screed record screed record containing the cell barcode cell_barcode_pattern: regex pattern cell barcode pattern to detect in the record name...
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def r_json(request): """Test fixture to allow testing of @render_json decorator """ return {'rendered_as': 'json'}
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from typing import List def spooler_pids() -> List[int]: """Returns a list of all spooler processes IDs.""" return []
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import base64 def encode_file_to_base64(fpath_in, prefix): """ encode_file_to_base64: gets base64 encoding of file Args: fpath_in (str): path to file to encode prefix (str): file data for encoding (e.g. 'data:image/png;base64,') Returns: base64 encoding of file """ ...
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def add(a, b): """ >>> add(10, 20) 30 >>> add(20, 40) 60 >>> add(87, 9) 96 """ return a + b
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def loadCarbonSources(path): """docstring for loadCarbonSources""" try: file = open(path, 'r') content = file.read().split('\n') file.close() return content except: pass
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def get_name(): """MUST HAVE FUNCTION! Returns plugin name.""" return "C# Route"
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def le_bytes_to_int(as_bytes: bytes, signed: bool) -> int: """Converts a little endian byte array to an integer. :param as_bytes: A little endian encoded byte array integer. :param signed: Flag indicating whether integer is signed. """ return int.from_bytes(as_bytes, byteorder='little', signed=sig...
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import string def base26(x, _alphabet=string.ascii_uppercase): """Return positive ``int`` ``x`` as string in bijective base26 notation. >>> [base26(i) for i in [0, 1, 2, 26, 27, 28, 702, 703, 704]] ['', 'A', 'B', 'Z', 'AA', 'AB', 'ZZ', 'AAA', 'AAB'] >>> base26(344799) # 19 * 26**3 + 16 * 26**2 + 1 ...
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def LoadWavSpeakerInfo(info_file): """return dict of wav: spk_list""" info_file = open(info_file, "r", encoding="utf-8") raw_info = list(map((lambda x: x.split("\t")), (info_file.read()).split("\n"))) wav_spk_info = {} for mapping in raw_info[1:]: if len(mapping) < 2: continue ...
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def BoundingBox_collision(BB1, BB2): """ return true if two N-D bounding boxes collide, False otherwise""" for B1, B2 in zip(BB1,BB2): if (B1[1] < B2[0]) or (B2[1] < B1[0]): return False return True
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def string2list(string, separator): """ Función que divide un string en una lista usando un separador. :param string: String inicial :type string: str :param separator: Separador :type separator: str :return: Lista proveniente de la separación del string :rtype: list """ return...
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def pgcd(a, b): """Renvoie le Plus Grand Diviseur Communs des entiers ``a`` et ``b``. Arguments: a (int) : un nombre entier b (int) : un nombre entier """ if a < 0 or b < 0: return pgcd(abs(a), abs(b)) if b == 0: if a == 0: raise ZeroDivisionError( ...
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from pathlib import Path def get_package_root(): """Get root path of `pmaf` package.""" return str(Path(__file__).parent.parent)
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from typing import Dict from typing import Tuple from typing import Set def prepare_senses_index_for_search(senses_dict: Dict[str, Dict[str, Tuple[tuple, Tuple[int, int]]]]) -> \ Dict[str, Set[str]]: """ Build a search index for a fast selection of sentence candidates, which contain some sense from the Ru...
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from typing import Sequence def to_sequence(obj): """Convert an object to sequence. Parameters ---------- obj : `object` Returns ------- `collections.Sequence` Examples -------- >>> to_sequence(None) () >>> to_sequence(1) (1,) >>> to_sequence('str') ('str...
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def codegen_reload_data(): """Parameters to codegen used to generate the fn_exchange package""" reload_params = {"package": u"fn_exchange", "incident_fields": [], "action_fields": [u"exchange_delete_if_no_subfolders", u"exchange_destination_folder_path", u"exchange_email"...
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from typing import Counter def build_vocab(datasets, min_count=10): """Build vocabulary from an iterable of datasets objects Args: datasets: a list of dataset objects min_count: (int) if token appears less times, do not include it. Returns: a set of all the words in the dataset ...
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def select(t, *columns): """ Select columns from table >>> t = Symbol('t', 'var * {x: int, y: int, z: int}') >>> select(t, t.x, t.z) t[['x', 'z']] """ return t[[c._name for c in columns]]
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import os def get_sgtk_module_path(): """ Returns the path to ``sgtk`` module. This path can be used by another process to update its ``PYTHONPATH`` and use the same ``sgtk`` module as the process invoking this method. For example, if the Toolkit core was installed at ``/home/user/.shotgun/bundle...
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from typing import Dict import pickle def _from_checkpoint( fname: str='checkpoint.pkl') -> Dict: """ Load a checkpoint file """ with open(fname, 'rb') as f: checkpoint = pickle.load(f) return checkpoint
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from typing import List from typing import Dict from typing import Any def _transform_dto_list_to_list_of_dicts(dto_list) -> List[Dict[str, Any]]: """ Given a list of DTO objects, this function returns a list of dicts, that can be passed to jsonify function. """ return [vars(dto_obj) for dto_obj in dt...
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def phymem_buffers(): """Return the amount of physical memory buffers used by the kernel in bytes. This reflects the "buffers" column of free command line utility. """ f = open('/proc/meminfo', 'r') for line in f: if line.startswith('Buffers:'): f.close() return i...
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def join_rows(rows, joiner=' '): """ Given a series of rows, return them as a single row where the inner edge cells are merged. By default joins with a single space character, but you can specify new-line, empty string, or anything else with the 'joiner' kwarg. """ rows = list(rows) fixed_row = rows...
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def _escape_regex(pattern: str) -> str: """Taken from Python 3.7 to avoid escaping '%'.""" _special_chars_map = {i: "\\" + chr(i) for i in b"()[]{}?*+-|^$\\.&~# \t\n\r\v\f"} return pattern.translate(_special_chars_map)
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from typing import List def individualList() -> List[int]: """Method creates list for storing individual info""" return [0 for _ in range(7)]
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def get_w2v_emb(net, id2word): """get word2vec embeddings according to net parameters and dictionary that maps id to word. """ w2v_emb = dict() parameters = [item for item in net.c_emb.get_parameters()] emb_mat = parameters[0].asnumpy() for wid, emb in enumerate(emb_mat): word = id2word...
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def parse_float(val): """parses string as float, ignores -- as 0""" if val == '--': return 0 return float(val)
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import argparse def setup_argparse(): """Function to set up the argparser for the command line arguments Supported arguments: --dev: To turn on developper mode and store locations in memory instead of a database Returns: Returns arguments parser object that contains the parsed args ...
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def make_act_limit_data(act_tp, act_typ): """ 限额 :param act_tp: :param act_typ: :return: """ if act_tp == "11": if act_typ == "3": act_limit = float(100000) elif act_typ == "2": act_limit = float(10000) elif act_typ == "1": act_limi...
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def running_mean(l, N): """From a list of values (N), calculate the running mean with a window of (l) items. How larger the value l is, the more smooth the graph. """ sum = 0 result = list(0 for x in l) for i in range(0, N): sum = sum + l[i] result[i] = sum / (i + 1) for i ...
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def get_outbreaks(flowmat, incidence, R0=2.5, asymf=10, attenuate=1.0): """ Calculate the probabilities of outbreak for all regions :param flowmat: Arriving passengers row -> column :param incidence: fraction of infectious in the populations :param R0: Basic reproduction number :param asymf: ho...
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from typing import TextIO def write_diversity_alpha(out_fp: str, datasets_phylo: dict, trees: dict, dat: str, qza: str, metric: str, cur_sh: TextIO, qiime_env: str) -> bool: """ Computes a user-specified alpha diversity metric for all samples in a feature ta...
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def bin_to_hex(x): """Convert Binary to Hex.""" y = hex(int(x, 2))[2:] if len(y) < 8: y = (8 - len(y)) * "0" + y return y
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def _build_species_list_from_input(input_filename: str): """Parse an input.geos file and build a list of advected species.""" inputf = open(input_filename, 'r') # Open the input file. tracers = [] # Make an empty list that will contain advected species. adv_species = False # Line 1 doesn't conta...
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import re def process_tweets(text): """Exclude mentions, urls, and html reference characters in a string using regular expression""" text = re.sub("(\@|https:\/\/)\S+", "", text) # remove mentions and urls text = re.sub(r"&[a-z]+;", "", text) # exclude html reference characters return text
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def f90bool(s): """Convert string repr of Fortran logical to Python logical.""" assert type(s) == str try: s_bool = s[1].lower() if s.startswith('.') else s[0].lower() except IndexError: raise ValueError('{0} is not a valid logical constant.'.format(s)) if s_bool == 't': re...
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import subprocess def gzipped_result_file_same_as_reference(result, reference): """ Return True if a gzipped file result matches the gzipped reference file and False otherwise. Do not compare a header of a gzipped file, which contains information on when the file was compressed. """ cmd_args =...
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from functools import cmp_to_key def argsort(mylist, comp=None): """Returns the indices that sort a list. Parameters ---------- mylist : list of objects List to sort. comp : function, optional A comparison function used to compare two objects in the list. Defaults ...
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from typing import Optional import torch def file2ckpt(path: str, device: Optional[str] = None) -> dict: """ Load the ckpt file into a dictionary to restart a past simulation. It is a thin wrapper around torch.load. Args: path: A string specifying the location of the ckpt file (required) ...
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def test_cooke(request): """ Return the result of the last staged test cookie. returns cookie_state = bool """ if request.session.test_cookie_worked(): request.session.delete_test_cookie() cookie_state = True else: cookie_state = False return cookie_state
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from typing import Sequence from typing import Sized def are_none(sequences: Sequence[Sized]) -> bool: """ Returns True if all sequences are None. """ if not sequences: return True return all(s is None for s in sequences)
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def getManifestApiVersion(manifest): """ returns Api Version for for manifest""" return manifest["Docker-Distribution-Api-Version"]
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def concat(str_one, str_two): """ Returns the concatenation of 2 strings. A string with null value is considered as an empty string. """ if not str_one: str_one = "" if not str_two: str_two = "" return str_one + str_two
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def DecifrarUsuarios (): """ Lê e decifra os usuários criptografados no arquivo de usuários :return dicionario: """ ArquivoUsuarios = open ("Arquivos/usuarios.txt", 'r') codigo = '^.^' dicionario = {} while (codigo != ''): codigo = ArquivoUsuarios.readline() #Caso não seja o fim ...
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from shutil import which def is_tool(name): """Check whether `name` is on PATH and marked as executable.""" # from whichcraft import which return which(name) is not None
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import functools def cached(func): """Decorator to cache the result of a function call.""" func.cache = {} @functools.wraps(func) def wrapper(*args, **kwargs): if kwargs: key = args, frozenset(kwargs.items()) else: key = args if key not in func.cache: ...
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import re from datetime import datetime def _get_iso_date(date_string: str) -> str: """ convert date from the form 1/22/2021 13:28:27 to iso format """ regex = r'\d{1,2}/\d{1,2}/\d{4} \d{1,2}:\d{1,2}:\d{1,2}' found_list = re.findall(regex, date_string) if found_list: date_value = datetime.strp...
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def relaxation_model_ttc(p, state, dt): """Alternative relaxation model for short/dangeorus spacings - applies control to ttc (not recommended). Args: p (list of floats): list of target ttc (time to collision), jam spacing, velocity sensitivity, gain target ttc: If higher, we require larger...
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def remove_erroneous_blocks(blocks, delta_time=2.0, n_blocks=3): """ Remove sessions with erroneous data due to a NeuroPsy Research App malfunction. The error causes block data to be duplicated and the values for df1 & df2 multiplied again by 100. The duplicated blocks are identified by comparing their time...
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def get_sitemap(app, excludes=("/", "/static/<path:filename>")): """Returns a sitemap for the given application. Args: app (flask.Flask): Application to be scanned. excludes (tuple): Tuple of endpoints to be hidden. Returns: list: Returns a list containing valid endpoint urls and ...
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def estimate_infectious_rate_constant(events, t_start, t_end, kernel_integral, count_events=None): """ Returns estimation of infectious rate for given events on...
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def survey_media(instance, filename): """Return an upload path for survey media.""" if not instance.survey.id: instance.survey.save() return 'survey/{0}/{1}'.format(instance.survey.id, filename)
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import requests def check_main_service_healthcheck(SVC_URL): """ Check the main service url health. Returns True of False based on HTTP response code""" try: r =requests.get(SVC_URL+'/NexTrip') if r.status_code ==200: return True else: return False except Ex...
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