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import time def sec_to_datetime(timestamp): """ Convert secondes since epoch to a date and time """ return time.strftime("%d/%m/%Y %H:%M:%S %Z", time.localtime(timestamp))
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def contains_failure(lines): """Check if any line starts with 'FAILED'.""" for line in lines: if line.startswith('FAILED'): return True return False
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import random def shuffle_list(lista, seed=42): """ Shuffle two list with the same seed. :param lista: List of elements :type lista: List :param listb: List of elements :type listb: List :param seed: Seed number :type seed: int :return: lista and listb shuffled :rtype: (List, ...
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def looper(f, delimiter=''): """Returns a function that applies function f to every element of an iterable.""" return lambda iterable: delimiter.join([str(f(i)) for i in iterable])
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def form_concat_RE(re1, re2): """Helper for del_one_gnfa_state --- Given two non-eps REs, form their concatenation. """ if re1=="": return re2 elif re2=="": return re1 else: return ('.', (re1, re2))
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def Jaccard3d(a, b): """ This will compute the Jaccard Similarity coefficient for two 3-dimensional volumes Volumes are expected to be of the same size. We are expecting binary masks - 0's are treated as background and anything else is counted as data Arguments: a {Numpy array} -- 3D array...
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def human_size(size): """ 递归实现,精确为最大单位值 + 小数点后三位 :param size: 字节大小 :return: """ def strofsize(file_size, file_remainder, unit_level): if file_size >= 1024: file_remainder = file_size % 1024 file_size //= 1024 unit_level += 1 return strofsi...
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def strip(value): """ REMOVE WHITESPACE (INCLUDING CONTROL CHARACTERS) """ if not value or (ord(value[0]) > 32 and ord(value[-1]) > 32): return value s = 0 e = len(value) while s < e: if ord(value[s]) > 32: break s += 1 else: return "" fo...
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def is_behind_right_down(tile_ref, tile_test): """ Les fonction is_behind_xxx permettent de savoir si une tile est "derrière" une autre tile, par rapport à la direction de conquête de Player (rightward, downward). Renvoie True si tile_test est derrière tile_ref. """ return tile_test.x <= tile_re...
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def imputation(matrix, nan_filling): """ takes in matrix dataframe and value for filling in NaNs for imputation Parameters: matrix dataframe, NaN filling value Returns: imputed matrix dataframe """ matrix.fillna(nan_filling, inplace=True) return matrix
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def index_types(): """Returns a list of the supported index types""" return ["UNIQUE", "CLUSTERED", "NONCLUSTERED"]
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import pkg_resources def is_version_greater_equal(version1, version2): """Returns True if version1 is greater or equal than version2 else False""" return (pkg_resources.parse_version(version1) >= pkg_resources.parse_version(version2))
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def get_config(config, group): """Return the tuple of song_data, log_data and output_data paths. Arguments: config -- ConfigParser object used to extract data values group -- Top-level grouping of config values (AWS or LOCAL)""" group = group.upper() return config[group]['SONG_DATA'], c...
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def singleton(cls): """ decorate a class and make it to generate singleton entity @singleton class xxx: """ instances = {} def _singleton(*args, **kw): """ a closure function for decorator to execute each time """ if cls not in instances: instances...
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import re def sanitize_jinja(arg): """ For some string, prevent usage of Jinja-like flags """ if isinstance(arg, str): # If the argument looks like it contains Jinja expressions # {{ x }} ... if re.search(r'\{\{[^}]+}}', arg) is not None: raise ValueError('Inline Ji...
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def ancestor(synset1, synset2): """ Returns the common ancestor of both synsets. For example synsets("cat")[0].ancestor(synsets("dog")[0]) => Synset("carnivore") """ h1, h2 = synset1.hypernyms(recursive=True), synset2.hypernyms(recursive=True) for s in h1: if s in h2: return ...
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import asyncio def run_coro(coro): """Runs a co-routing in the default event loop and retuns it result.""" return asyncio.get_event_loop().run_until_complete(coro)
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from typing import Dict from typing import Any import os import json import yaml def _read_data(path: str) -> Dict[str, Any]: """ Read data from JSON and YAML files. """ with open(path, "r") as f: ext = os.path.splitext(path)[-1] if ext == ".json": return json.load(f) ...
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import numpy def charge_exchange(ods, nc=10): """ Adds some FAKE CER channel locations so that the overlay plot will work in tests. It's fine to test with dummy data as long as you know it's not real. This function can overwrite existing data if you're not careful. The original is modified, so deepcop...
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import subprocess def run_pedr2tab(pedrlist): """ Use subprocess to call the external program, "pedr2tab." Relies on the external program to decide if arguments are valid or not. Pipe STDERR to STDOUT. Parameters ---------- pedrlist : str path to file containing list o...
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def buildaff(ulx: float, uly: float, pixelres: float) -> tuple: """ Build a gdal GeoTransform tuple Args: ulx: projected geo-spatial upper-left x reference coord uly: projected geo-spatial upper-left y reference coord pixelres: pixel resolution Returns: affine tuple ...
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def parse_search_result_data(api_response): """ Parse the search result data from the given raw json by following the response style of tokopedia Arg: - api_response (list): list of products Returns: - product_list (list): list of compiled product properties """ product_list =...
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def check_annulus(args): """ Checks and formats the annulus values. :param args: The command-line arguments. :type args: argparse.ArgumentParser Namespace :returns: argparse.ArgumentParser Namespace -- The updated command-line arguments. """ if not (args.annulus1 and args.annulus...
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def computeSignalValueInFrame(startbit, ln, fmt, value): """ compute the signal value in the frame """ frame = 0 if fmt == 1: # Intel # using "sawtooth bit counting policy" here pos = ((7 - (startbit % 8)) + 8*(int(startbit/8))) while ln > 0: # How many bits can we ...
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import re def parse_show_spanning_tree_mst_config(raw_result): """ Parse the 'show spanning-tree mst-config' command raw output. :param str raw_result: vtysh raw result string. :rtype: dict :return: The parsed result of the show spanning-tree \ mst-config command in a dictionary of the for...
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def do_logout(user): """ logout of Google """ return None
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def read_sql_file(filename, encoding='utf-8') -> str: """Read SQL file, remove comments, and return a list of sql statements as a string""" with open(filename, encoding=encoding) as f: file = f.read() statements = file.split('\n') return '\n'.join(filter(lambda line: not line.startswith('--'), s...
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def scenegraphLocationString(dataPacket): """ Given a datapacket, return a string representing its location in the scenegraph. (::UUID:OUTPUT) """ return "::"+str(dataPacket.sourceNode.uuid)+":"+dataPacket.sourceOutputName
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def get_data_to_update_from_broker(file_type, database_columns, broker_table, fiscal_year, fy_start, fy_end, unique_identifier): """ Generates SQL script to pull data from broker and compare it with website table Creates Temporary table of the rows that differ ...
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import time def get_epoch(year, month='01'): """ calculate the epoch of first day of a year-month """ pattern = '%Y.%m.%d %H:%M:%S' return int(time.mktime(time.strptime(str(year) + '.' + str(month) + '.01 00:00:00', pattern)))
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def get_directive_type(directive): """Given a dict containing a directive, return the directive type Directives have the form {'<directive type>' : <dict of stuff>} Example: {'#requirement': {...}} --> '#requirement' """ keys = list(directive.keys()) if len(keys) != 1: raise ValueError(...
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import json def get_notebook_cells(path): """获取ipynb文档的cells""" with open(path, "r", encoding="utf-8") as f: data = json.load(f) return data["cells"]
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def u8(x: int) -> bytes: """ Encode an 8-bit unsigned integer. """ assert 0 <= x < 256 return x.to_bytes(1, byteorder='little')
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def ultimate_answer(question): """Provides an answer to the ultimate question. Returns '42' if the question is 'What is the meaning of Life, The Universe, Everything?' otherwise returns 'That is not much of a question' args: question (str): The question to be answered. returns...
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def last(s): """Return a word string sorted alpha-ly by last char in each word. input = string, words output = string, sorted words alphabetically by last char ex: "man i need a taxi up to ubud") ==>["a", "need", "ubud", "i", "taxi", "man", "to", "up"] """ alpha = list(map(chr, range(97, 123))...
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def evaluate_poly(poly, x): """ Computes the polynomial function for a given value x. Returns that value. Example: >>> poly = (0.0, 0.0, 5.0, 9.3, 7.0) # f(x) = 7x^4 + 9.3x^3 + 5x^2 >>> x = -13 >>> print evaluate_poly(poly, x) # f(-13) = 7(-13)^4 + 9.3(-13)^3 + 5(-13)^2 180339.9 po...
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import random import os def combine(df_T, df_B, indices_T, indices_B, outfile, outdir="./data"): """Combines dataframes and saves as a file.""" list_TB = ( df_T.iloc[indices_T, 1].reset_index(drop=True) + df_B.iloc[indices_B, 1].reset_index(drop=True) ).to_list() list_BT = ( df...
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def load_expected_whitelist(filename, logger): """ **Purpose** Load the expected whitelist and output a set """ expected_whitelist = [] oh = open(filename, 'rt') for line in oh: expected_whitelist.append(line.strip()) oh.close() expected_whitelist = set(expected_whiteli...
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def split(string_to_split, separator): """Returns the list of strings divided by the separator.""" return string_to_split.split(separator)
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def _find_biggest_value(list): """ Get the intex of the largest value in list of values :return: -1 if list empty, otherwise index of biggest value """ if len(list) < 1: return -1 max = 0 for idx, val in enumerate(list): if val > list[max]: max = idx return ...
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import numpy def haversine(coord1, coord2, to_radians=True, earth_radius=6371): """ slightly modified version: of http://stackoverflow.com/a/29546836/2901002 Calculate the great circle distance between two points on the earth (specified in decimal degrees or in radians) All (lat, lon) coordinate...
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def inline(s, fmt): """Wrap string with inline escape""" return "`\u200B{}\u200B`".format(fmt.format(s))
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from typing import Optional import cgi def format_download_filename(content_disposition: Optional[str], download_url: str) -> str: """Uses RFC-6266 'Content-Disposition' header to get file name""" value, params = cgi.parse_header(content_disposition or '') download_filename = params.get('filename') ...
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def _compute_cultural_score_building(building_geometry, historical_elements_gdf, historical_elements_gdf_sindex, score = None): """ Compute pragmatic for a single building. It supports the function "pragmatic_meaning" Parameters ---------- buildings_geometry: Polygon building_land_use: s...
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def grayscale_surface(surf) : """ converts a pygame surface to gray scale values """ width , height = surf.get_size() for x in range(width): for y in range(height): red , green , blue, alpha = surf.get_at((x,y)) L = 0.3 * red + 0.59 * green + 0.11 * blue gs_colo...
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import os def _IsPlatformSupported(): """Checks that this platform and build system are supported. Args: opts: The options parsed from the command line. Returns: True if the platform and build system are supported. """ # Haven't tested the script out on any other platforms yet. supported = ['pos...
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import socket def find_port(): """ Return an unbound port """ s=socket.socket() s.bind(("127.0.0.1",0)) port=s.getsockname()[1] s.close() return port
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def index(): """The index page which provide information about other API end points""" return """ <div> <h1> Inception REST API </h1> <h3> The following API end points are valid </h3> <ul> <h4> Inception V4 </h4> <li> <code>/inception/v4/ping </code> - <br/> ...
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import requests def get_json_from_url(url): """Retrieve JSON from a URL, raising on failure.""" response = requests.get(url) response.raise_for_status() return response.json()
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def is_param(arg): """Returns whether the passed argument is a list or dictionary of params.""" return isinstance(arg, tuple) and arg[0] == "params"
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def evaluate_numeric_condition(target, reveal_response): """ Tests whether the reveal_response contains a numeric condition. If so, it will evaluate the numeric condition and return the results of that comparison. :param target: the questions value being tested against :param reveal_response: the ...
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def render_parse_tag(): """Render a load more data button (only render the button).""" return {}
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def strip_string(string): """ :param string: :return: """ return string.strip()
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import hashlib def checksum(filepath, hcnstrctr=hashlib.md5, enc="utf-8"): """Compute the checksum of given file, `filepath` :raises: OSError, IOError """ return hcnstrctr(open(filepath).read().encode(enc)).hexdigest()
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import importlib def import_module(path): """ 基于指定的模块导入 点分割模块的导入路径。 """ module_path, module = str(path).rsplit('.', maxsplit=1) return getattr(importlib.import_module(module_path), module)
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def increment(x): """increments input by one""" return x+1
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def dict_to_rule(rule, clf_feature_dict): """ Function to accept rule dict and convert to Rule object Parameters: rule: list of dict of schema [ { 'feature': int, 'operator': str, 'value': float }, ] """ output = '' for condition...
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def set_publish_time_series_args(args): """Set args to publish time-series """ public_time_series = {} if args.public_time_series: public_time_series = {"private": False} if args.model_price: public_time_series.update(price=args.model_price) if args.cpp: ...
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from unittest.mock import patch async def init_integration(hass, mock_config_entry): """Create a fake SMA Config Entry.""" mock_config_entry.add_to_hass(hass) with patch("pysma.SMA.read"): await hass.config_entries.async_setup(mock_config_entry.entry_id) await hass.async_block_till_done() ...
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def flatten(list_like, recursive=True): """ Flattens a list-like datastructure (returning a new list). """ retval = [] for element in list_like: if isinstance(element, list): if recursive: retval += flatten(element, recursive=True) else: retval...
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from pathlib import Path import os import subprocess def bedtoolscoverage(gfile, outdir, sortedbam): """computes the coverage for each mapped region parameters ---------- bedtoolspath path to the bedtools installation gfile genome file build by preparebedtools() outdir ...
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def intents_to_string(intents, queryset=False): """ Args: intents: [{"action": "/application/json/view"}, ...] OR [models.Intent] (if queryset=True) Returns: ['<intent.action', ...] """ if queryset: new_intents = [i.action for i in intents] else: ...
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import re def greek_to_english(string): """ Converts all greek letters to the corresponding english letters. Useful for creating song slugs from greek song titles. """ GREEK_MAP = { 'α':'a', 'β':'b', 'γ':'g', 'δ':'d', 'ε':'e', 'ζ':'z', 'η':'h', 'θ':'th', 'ι':'i', 'κ':'k', 'λ':'l',...
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def anum(self, num="", type_="", xhot="", yhot="", **kwargs): """Specifies the annotation number, type, and hot spot (GUI). APDL Command: /ANUM Parameters ---------- num Annotation number. ANSYS automatically assigns the lowest available number. You cannot assign a higher number ...
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def main(): """Manages the application root""" return ('', 404)
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def parse_params_arg(params_arg): """ Parse Params Arg """ params = dict() args = params_arg.split(',') for arg in args: keyvalue = arg.split('=') params[keyvalue[0]] = keyvalue[1] return params
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def nthUglyNumber(n: int) -> int: """ 书中的解法 """ q = [1] t2, t3, t5 = 0, 0, 0 for i in range(n-1): a2, a3, a5 = q[t2]*2, q[t3]*3, q[t5]*5 to_add = min(a2, a3, a5) q.append(to_add) if a2 == to_add: t2 += 1 if a3 == to_add: t3 += 1 ...
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def livb_annotation(): """Returns an annotation with species entities (LIVB) identified. """ annotation = {"ents": [{"text": "mouse", "label": "LIVB", "start": 0, "end": 0}, {"text": "human", "label": "LIVB", "start": 0, "end": 0}], "text": "mouse and human", ...
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from typing import Union import os def ssh_get_submission_cmd( filename: str, cmd_line_arguments: Union[str, None], job_arguments: dict, ssh_settings: dict, ): """Create shell script string to execute on remote SSH server.""" if cmd_line_arguments is None: cmd_line_arguments = "" #...
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def _to_int(parsed): """ Transforms the received parsed value into an integer. :param parsed: the parsed value :return: an integer created from the value """ if len(parsed) > 0: return int(parsed[0]) else: return None
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def get_model_string(model): """ :param model: model :returns: <app_label>.<model_name> string representation for the model """ return "{app_label}.{model_name}".format(app_label=model._meta.app_label, model_name=model._meta.model_name)
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import torch def get_sift_pooling_kernel(ksize=25): """ Returns a weighted pooling kernel for SIFT descriptor """ ks_2 = float(ksize) / 2.0 xc2 = ks_2 - (torch.arange(ksize).float() + 0.5 - ks_2).abs() kernel = torch.ger(xc2, xc2) / (ks_2**2) return kernel
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def check_overscan(xstart, xsize, total_prescan_pixels=24, total_science_pixels=4096): """Check image for bias columns. Parameters ---------- xstart : int Starting column of the readout in detector coordinates. xsize : int Number of columns in the readout. t...
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def is_python(view): """Cosmetic sugar.""" return view.score_selector(0, 'source.python') > 0
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import re def is_card(content, cards): """ Checks whether the current line contents is a data card starting string. """ card = None for icards in cards: actual_card = icards[0] card_regex = re.compile(icards[1]) if card_regex.match(content) is not None: card = ...
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def vec_reverse(a): """ Reverses a vector Parameters ---------- a: list[] A vector of scalar values Returns ------- list[] The reversed vector """ return a[::-1]
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def t04_ValueDNE(C, pks, crypto, server): """Checks that values not stored at the server return None.""" score = 0 alice = C("alice") score += alice.download("a") is None score += alice.download("b") is None score += alice.download("c") is None alice.upload("d", "e") score += alice.downl...
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def temp(input_temp): """ Formats input temperature with "+" or "-" sign :param input_temp: :return: formated temperature """ decimal = 0 temp2 = float(input_temp) if temp2 < 0: temp_sign = '' elif temp2 > 0: temp_sign = '+' else: temp_sign = '' de...
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def get_cell_values(queries, subjects, key=len, attr=None): """Generates the values of cells in the binary matrix. This function calls some specified key function (def. max) against all values of a specified attribute (def. None) from Hits inside Subjects which match each query. By default, this functi...
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def and_(fst, snd): """Wraps the logical and function.""" return fst and snd
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def _partition(sequence, size, count): """Partition sequence into count subsequences of size length, and a remainder. Return (partitions, remainder), where partitions is a sequence of count subsequences of cardinality count, and apply(append, partitions) + remainder == sequence.""" par...
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def get_style_sheet( bg: str = "", bg_lighter: str = "", text: str = "", text_button: str = "" ) -> str: """ Returns a string representing the style sheet. Usage: get_style_sheet(True) for dark mode or get_style_sheet(False) for light mode """ return f"""QWidget {{ background: {bg}...
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import re def parse_docket_number(docket_number): """ Parse a Common Pleas docket number into its components. A docket number has the form "CP-46-CR-1234567-2019" This method takes a docket number as a string and returns a dictionary with the different parts as keys """ patt = re.compile( ...
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def suffixes(word): """Returns the list of propper suffixes of a word :param word: the word :type word: str :rtype: list .. versionadded: 0.9.8""" return [word[i:] for i in range(1, len(word))]
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def build_url(param_dict): """ Builds the URL needed to query [University of Wyoming, College of Engineering, Department of Atmospheric Science's website](http://weather.uwyo.edu/upperair/sounding.html) to get the proper sounding data. Parameters ---------- param_dict : dict A dictionar...
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def smooth(values, factor): """smooth non zero values (by factor) towards 0th element.""" new_values = [0] * len(values) for i in reversed(range(len(values))): if values[i] != 0: smoothed_value = values[i] j = 0 while True: if i-j < 0: break new_values[i-j] += smoothed_value ...
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def in_month(ref_date): """ which month contains a reference date :param ref_date: mx.DateTime reference date :rtype: range_string e.g. 2007-M12 """ return "%4d-M%02d" % (ref_date.year, ref_date.mon)
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def _precipitable_water(ea, pair): """Precipitable water in the atmosphere (Eq. D.3) Parameters ---------- ea : ee.Image Vapor pressure [kPa]. pair : ee.Image or ee.Number Air pressure [kPa]. Returns ------- ee.Image or ee.Number Precipitable water [mm]. N...
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def str2tuple(string: str): """Construct the tuple data from string for SecondQuantizedOp.""" return (string, 1)
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import argparse def set_args(): """设置训练模型所需参数""" parser = argparse.ArgumentParser() parser.add_argument('--device', default='0', type=str, help='设置训练或测试时使用的显卡') parser.add_argument('--config_path', default='./config/config.json', type=str, help='模型参数配置信息') parser.add_argument('--vocab_path', defau...
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def pack_bits( longbits ): """Crunch a 64-bit int (8 bool bytes) into a bitfield.""" byte = longbits & (0x0101010101010101) byte = (byte | (byte>>7)) & (0x0003000300030003) byte = (byte | (byte>>14)) & (0x0000000f0000000f) byte = (byte | (byte>>28)) & (0x00000000000000ff) return byte
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from pathlib import Path def fullpath(path=""): """ Path: Expand relative paths and tildes. """ return Path.cwd() / Path(path).expanduser()
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import io def read_file(path): """Returns all the lines of a file at path as a List""" file_lines = [] with io.open(path, mode="rt", encoding="utf-8") as the_file: file_lines = the_file.readlines() return file_lines
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import os def fixture(filename: str) -> str: """Load fixture JSON data from disk.""" path = os.path.join(os.path.dirname(__file__), "fixtures", "smartthings", filename) with open(path, "r", encoding="utf8") as fp: return fp.read()
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def target(func): """ This is a decorator function :param func: :return: """ def target_func(*original_args, **original_kwargs): # print 'before the func' # print original_kwargs retV = func(*original_args, **original_kwargs) if retV is None or retV == False: return False else: ...
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import turtle def new_horse(image_file): """(str) -> turtle Create a new horse where <image_file> is a valid shapename Returns a turtle object """ horse = turtle.Turtle() horse.hideturtle() horse.shape(image_file) return horse
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import re def sort_simulations(df_ts, dyn_dend_order): """ Sorts the simulations in the dataframe according to the order in the list dyn_dend_order """ # Create a dictionary with the order of each simulation row in the plot dyn_dend_order_dict = { dyn_name : dyn_dend_order.index(dyn_name) for dy...
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import csv def load_penetration(scenario, path): """ Load penetration forecast. """ output = {} with open(path, 'r') as source: reader = csv.DictReader(source) for row in reader: if row['scenario'] == scenario.split('_')[0]: output[int(row['year'])] = f...
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def get4Neighbors(img, i, j): """ Get the 4 neighbours for the pixel analysed. Parameters: img, image; i, row number; j, column number. Returns: neighbors, list of neighbors. """ N, M = img.shape neighbors = [] i...
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import os def default_log_path(): """ :return: The absolute path to the directory that contains Rally's log file. """ return os.path.join(os.path.expanduser("~"), ".rally", "logs")
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