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def find(bdd, i): """ returns a list of all the u numbers of variable i """ l = [] for q in bdd["t_table"]: if bdd["t_table"][q][0]-1 == i: l.append(q) return l
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def format_import(names): """Format an import line""" parts = [] for _, name, asname in names: if asname is None: parts.append(name) else: parts.append(name + " as " + asname) line = "import " + ", ".join(parts) + "\n" return line
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def count_leading_spaces(string: str) -> int: """ Count the number of spaces in a string before any other character. :param string: input string :return: number of spaces """ return len(string) - len(string.lstrip(" "))
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def replace_special_quotes(html_str: str): """ replace special quotes with html entities """ # special quotes html_str = html_str.replace('“', '“') html_str = html_str.replace('”', '”') html_str = html_str.replace('’', '’') html_str = html_str.replace('‘', '‘') ...
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def bash_array(lst): """Converts python array [a, b, c] to bash array (a b c)""" contents = ' '.join(str(x) for x in lst) return '({:s})'.format(contents)
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import re def get_length(s): """ Determine the length of the string from it's name which is prepended as: "foobar%d" % N """ x = re.search("[\d]+$", s) # there can be only one or no match here n = 0 if x : n = int(x.group(0)) return n
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def runningSum(nums): """ :type nums: List[int] :rtype: List[int] """ res = [] c = 1 for i in range(len(nums)): s = 0 for e in nums[:c]: s += e res.append(s) c += 1 return res
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def my_num_to_words(p, my_number): """ Front end to inflect's number_to_words Get's rid of ands and commas in large numbers. """ number_string_list = p.number_to_words(my_number, wantlist=True, andword='') number_string = number_string_list[0] for i in range(1,len(number_...
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def index(): """ Index Uri von Web API """ return "API is live!"
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from typing import Optional import re def _try_parse_port(port_str: str) -> Optional[int]: """Tries to extract the port number from `port_str`.""" if port_str and re.match(r"^[0-9]{1,5}$", port_str): return int(port_str) return None
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def chmin(dp, i, x): """chmin; same as: dp[i] = min(dp[i], x) ref: https://twitter.com/cs_c_r_5/status/1266610488210681857 Args: dp (list): one dimensional list i (int): index of dp x (int): value to be compared with Returns: bool: True if update is done ex:...
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def singlestar(index, soup): """ Written by Yi """ stars = soup.find_all("div", {"class" : "foreground"})[index] full_star = stars.find_all("i", {"class" : "icon icon-pink icon-beach icon-star"}) half_star= stars.find_all("i", {"class" : "icon icon-pink icon-beach icon-star-half"}) total_st...
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def sum(n): """ Returns the sum of integers between 1 and `n` (inclusive). This implementation uses recursion. """ if n == 1: return 1 elif n > 1: return n + sum(n - 1)
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def islist(string): """ Checks if a string can be converted into a list. Parameters ---------- value : str Returns ------- bool: True/False if the string can/can not be converted into a list. """ return (list(string)[0] == "[") and (list(string)[-1] == "]")
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import os def backend_fname_formatter(fname): """Removes the extension of the given filename, then takes away the leading 'backend_'.""" return os.path.splitext(fname)[0][8:]
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import os def is_existing_tomb(ctx, tomb_name): """Checks if the tomb, specified by the given name, exists in the catacomb. Arguments: tomb_name (str): The name of the tomb. Returns: A `bool`, True if the specified name corresponds to an existing tomb, False otherwise. """ ...
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from typing import Optional import re def read_commit(version_data: str) -> Optional[str]: """Parse commit string from version data @param version_data: Contents of version file @return: commit, or None if not found """ p = re.compile('.*Commit: ([^\n\r]*)', re.DOTALL) match = p.match(version_...
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def z2lin(array): """dB to linear values (for np.array or single number)""" return 10 ** (array / 10.)
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def model_field_attr(model, model_field, attr): """ Returns the specified attribute for the specified field on the model class. """ fields = dict([(field.name, field) for field in model._meta.fields]) return getattr(fields[model_field], attr)
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def search_min(array): """查找列表中的最小数""" min_index = 0 min_num = array[0] for i in range(len(array)): if array[i] < min_num: min_index = i min_num = array[i] array.pop(min_index) return min_num
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import os def get_file_extension(file, **options): """ gets the extension of given file. :param str file: file path to get its extension. :keyword bool remove_dot: specifies that the extension must not include the `.` character. defaults to...
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import os def get_themes(): """ 获取主题 :return: """ directory = os.path.join(os.path.dirname(__file__), 'themes') return os.listdir(directory)
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def count_models(block): """Count models in structure file block. :param block: PDBx data block :type block: [str] :return: number of models in block :rtype: int """ atom_obj = block.get_object("atom_site") model_num = [] for i in range(atom_obj.row_count): tmp = atom_ob...
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def baseconvert(number,fromdigits,todigits): """ converts a "number" between two bases of arbitrary digits The input number is assumed to be a string of digits from the fromdigits string (which is in order of smallest to largest digit). The return value is a string of elements from todigits (ordere...
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def consecutive_ducks1(n): """ Time complexity: O(n) Space complexity: O(n). """ # Edge case. if n == 2: return False # Create dict cusum_idx_d:cusum->idx. # Check if cusum - n exists in cusum_idx_d. cusums = [0] cusum_idx_d = dict() cusum_idx_d[0] = 0 for i in r...
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def hex_to_bin(txt: str) -> str: """Convert hexadecimal string to binary string.Useful for preprocessing the key and plaintext in different settings.""" return bin(int(txt,16))[2:]
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def clean_lemma(lemma: str, pos: str) -> str: """Cleans whitespace and special symbols Args: lemma: Raw token lemma. pos: Lemma POS. Returns: Clean lemma. """ out_lemma = lemma.strip().replace(" ", "").replace("_", "").lower() if pos != "PUNCT": if out_...
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def to_byte(val): """Cast an int to a byte value.""" return val.to_bytes(1, 'little')
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import math def vector_to_distance(v): """ start of vector is at 0, 0 """ return math.sqrt(math.pow(v[0], 2) + math.pow(v[1], 2))
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import os def path_leaf(path): """Return the leaf of a path.""" head, tail = os.path.split(path) # Ensure the correct file name is returned if the file ends with a slash return tail or os.path.basename(head)
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import os import fnmatch def find_g4(): """ Find all g4 files and return a list of them. The recursive search starts from the directory containing this python file. """ file_path = os.path.realpath(__file__) parent_folder = file_path[0:file_path.rindex("/") + 1] res = [] for cur, _...
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import time def getTerm(): """ 获取当前学期,按时间计算,2-7月为第一学期,8-1月为第二学期 :return: Number 学期数 """ month = time.localtime(time.time())[1] if (month > 1 and month < 8): return 2 return 1
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import re def clean_title(title): """ Clean title. Parameters ---------- title : str title of FTM dataset. Returns ------- title : str cleaned title of FTM dataset. """ title = re.sub('^[0-9\\.]+_+[a-z A-Z]+_', '', title) title = re.sub('[0-9\\-]+.pdf$', ...
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def quick_sort(arr): """Returns the array arr sorted using the quick sort algorithm >>> import random >>> unordered = [i for i in range(5)] >>> random.shuffle(unordered) >>> quick_sort(unordered) [0, 1, 2, 3, 4] """ less = [] equal = [] greater = [] if len(arr) < 1: ...
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from typing import Tuple import re def replace_code( begin_delim: str, end_delim: str, content: str, new_code: str ) -> Tuple[str, int]: """Replaces text delimited by `begin_delim` and `end_delim` appearing in `content`, with `new_code`. Returns new string and number of matches made.""" return re.subn...
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import requests def get_root_domains(url, filename): """ Updates root domain file. :param url: URL of the root domains list. :param filename: File name to write the list. """ r = requests.get(url) with open(filename, 'w') as f: f.write(r.text) return True
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def create_hf(geom): """Create header and footer for different types of geometries Args: geom (str): geometry type, e.g., polygone """ if geom == "polygone": header = """ { "type": "FeatureCollection", "features": [ { "type": "Feature", ...
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import copy def _extended(original): """ Create the extension to the `original` list to make the laminate symmetric. The position of the comments is taken into account. """ if sum(1 for la in original if isinstance(la, str)) == 0: return original[::-1] layers = copy.deepcopy(original) ...
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import math def string_to_array(s): """Convert pipe separated string to array.""" if isinstance(s, str): out = s.split("|") elif math.isnan(s): out = [] else: raise ValueError("Value must be either string of nan") return out
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import math import hashlib def adventcoin_mine(salt, zeros, prob=0.99): """MD5-hashes salt + counter, increasing counter until hash begins with a given number of 0's in HEX, or until maximum value is reached :param salt: string to append before countes :param zeros: number of zeros to search for :...
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def _format_cached_grains(cached_grains): """ Returns cached grains with fixed types, like tuples. """ if cached_grains.get("osrelease_info"): osrelease_info = cached_grains["osrelease_info"] if isinstance(osrelease_info, list): cached_grains["osrelease_info"] = tuple(osrelea...
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def help(): """ print an help message """ out = " --- wgalp: a pipeline for bacterial Whole Genome Assembly ---\n\n" out += "This programs is an helper to run the sub procedures of wgalp\n" out += "usage: wgalp <program> [args]\n\n" out += "the following is a list of all the available progra...
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def unfold_fields(lines): """Unfold fields that were split over multiple lines. Returns: A list of strings. Each string represents one field (a name/value pair separated by a colon). >>> unfold_fields("foo \n bar \n baz \nbiz \nboz ") ['foo bar baz ', 'biz ', 'boz...
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def analyzer(klass): """Return an instance of the CUT with some defaults.""" a = klass( start_states=["In Progress", ], commit_states=["Selected", "Created"], end_states=["Done", ] ) return a
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def sync_user_forumuser(apps, schema_editor): """ Synchronizes the unsynchronized users with their forum user. """ User = apps.get_model('users', 'User') ForumUser = apps.get_model('forum_tools', 'ForumUser') for user in User.objects.filter(forumuser_id__isnull=True): # triggers lookup a...
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import torch def pack_sequences(seqs, lens): """ doesnt need sequences to be sorted by length. handles this for us/you sequences should be [M][N][E] returns the inverse sequence mapping to unpack later """ lens = lens.view(-1) N = lens.size(0) lens_sorted, lens_sorted_idxes = lens.so...
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def map_symbols_to_currencies(currencies): """ Create dictionary where key is symbol of currency and value is currency itself :param list currencies: List of dictionaries with data about many currencies :return: Dictionary with symbols and currencies :rtype: dict :raises KeyError: ...
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def good_morning_world(): """ This is a python Airflow callable that returns 'Good Morning World!'. :return: String """ return 'Good Morning World!'
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import glob import re def get_filenames(start_path, look_in_path, subdir, *args): """retrieval function for all the files (recursive) leveraging glob Args: start_path ([str]): [string value of the start directory (of the script running)] look_in_path ([str]): [the subdirectory (1 level down c...
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import os def get_checkpoint_options(checkpoint_directory): """ List of available checkpoint iterations Parameters ---------- checkpoint_directory : str Path to checkpoint folder Returns ------- list List of checkpoint iterations sorted from high to low """ re...
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def _compute_per_channel_loss(c1, c2, img1, img2, conv): """computes ssim index between img1 and img2 per single channel""" dot_img = img1 * img2 mu1 = conv(img1) mu2 = conv(img2) mu1_sq = mu1 * mu1 mu2_sq = mu2 * mu2 mu1_mu2 = mu1 * mu2 sigma1_tmp = conv(img1 * img1) sigma1_sq = sig...
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import math def to_dB(value): """ Wert in logarithmische Form umrechnen :param value: float :return: float """ return 10 * math.log(value, 10)
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def cal_percision(label_list, classify_res): """ calculate the percision""" assert(len(label_list) == len(classify_res)) true_positive_count = 0.0 false_positive_count = 0.0 for i in range(len(label_list)): if classify_res[i] == True: if label_list[i] == True: tru...
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def parse_authors(authors_data: list) -> list: """Extract information about contributors.""" authors = [] for author in authors_data: authors.append({ 'author_id': author.get('authorId'), 'first_name': author.get('first'), 'last_name': author.get('last'), ...
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def show_toolbar(request): """we can write some logic for whether toolbar should appear or not""" return True
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def evaluate_rule(when, answer_value): """ Determine whether a rule will be satisfied based on a given answer :param when: :param answer_value: :return: """ match_value = when['value'] if 'value' in when else None condition = when['condition'] answer_to_test = str(answer_value) if c...
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def update_time(original, add): """ original: string representing the original time of format YYYYMMDDHHMMSS add: positive int, amount of days to add """ og_year = int(original[:4]) og_month = int(original[4:6]) og_day = int(original[6:8]) new_year = og_year new_month = og_month ...
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import yaml def load_configs(s: str) -> dict: """Load config from string.""" return yaml.load(s, Loader=yaml.FullLoader)
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def get_length_of_missing_array(array_of_arrays): """ Sort the list in ascending order and extract the lengths of each list into another list Loop through the list of lengths searching to the greatest distance between 2 elements if the distance is greater than 1, add 1 to the previous element (or subtra...
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def update_parameter(osi, new_value): """ Once the parameters in FE model are defined, their value can be updated. Parameters ---------- osi: o3seespy.OpenSeesInstance new_value: float The updated value to which the parameter needs to be set. Examples -------- >>> impor...
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import argparse from sys import path def is_variable(var): """ """ var = var.lower() if var not in ["temperature", "pressure", "t", "p"]: raise argparse.ArgumentTypeError("{} is an invalid variable type".format(path)) return var
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def fold_arguments(pysig, args, kws, normal_handler, default_handler, stararg_handler): """ Given the signature *pysig*, explicit *args* and *kws*, resolve omitted arguments and keyword arguments. A tuple of positional arguments is returned. Various handlers allow to process argum...
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def extract_text_body(parsed_email): """ Extract email message content of type "text/plain" from a parsed email Parameters ---------- parsed_email: email.message.Message, required The parsed email as returned by download_email Returns ------- string string conta...
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from typing import List def demand_satisfied(people_after: List) -> List[bool]: """Verifies that each person gets the appropriate number of appointments. We assume that scheduling occurs over a single week. Thus, people in the `1x` cohort get one test, people in the `2x` cohort get two tests, and peo...
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def GetMSBIndex(n): """ Getting most significiant bit """ ndx = 0 while 1 < n: n = (n >> 1) ndx += 1 return ndx
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def post_truststore(operation=None, new_password=None, re_password=None, key_store_type=None, remove_alias=None, certificate=None): # noqa: E501 """post_truststore # noqa: E501 :param operation: :type operation: str :param new_password: :type new_password: str :param re_password: ...
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import ast def _dedupe_ast(tree): """Takes an AST that has multiple identical classes defined and dedupes them.""" ### # As an intermediate step in the typegen process we fully expand the schema, this will # result in all referenced types being defined with their namespace - even if the same() # o...
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def get_preposition(inp, apos=True): """Return the given string with the Turkish preposition "de/da" appended. Do not add an apostrophe if the optional arg. apos is False. """ # Some exceptional cases: if inp == "abd": return "abd'de" if apos else "abdde" elif inp.endswith("lar...
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def get_portal_licensed_summary(self) -> dict: """Retrieves summary of portal licensed appliances .. list-table:: :header-rows: 1 * - Swagger Section - Method - Endpoint * - license - GET - /license/portal/summary :return: Returns summary of...
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def vector_add(vector1, vector2): """ Args: vector1 (list): 3 value list vector2 (list): 3 value list Return: list: 3 value list """ return [ vector1[0] + vector2[0], vector1[1] + vector2[1], vector1[2] + vector2[2] ]
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import sys import shlex import subprocess def runpy(py_file, stdin=None): """Run python script and return output. This is sort of like check_output, which was introduced in python 2.7. """ cmd = [sys.executable] cmd += shlex.split(py_file) stdin_val = subprocess.PIPE if stdin else None ...
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import textwrap def long_string(s: str) -> str: """left strip and dedent the string Args: s (str): Returns: left string and dedent the string """ return textwrap.dedent(s).lstrip()
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def progress_to_dict(path: str) -> dict: """ Converts a Delphin progress file into a dict. :param path: path to folder :return: converted progress dict """ file_obj = open(path + '/progress.txt', 'r') lines = file_obj.readlines() file_obj.close() progress_dict = {'simulation_time'...
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import torch def round(tensor, decimal_places): """ Round floats to the given number of decimal places. :param tensor: input tensor :type tensor: torch.Tensor :param decimal_places: number of decimal places :types decimal_places: int :return: rounded tensor :rtype: torch.Tensor ""...
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def split_parts(msg): """Splits a key=value pair into a tuple.""" index = msg.find("=") return (msg[:index], msg[index+1:])
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import mimetypes def guess_extension(mime): """Shortcut for getting extension to a given mime string. The parameter mime can be None""" return mimetypes.guess_extension(type=mime or "")
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import random import torch def random_inpainting(image, cnt=5): """[summary] masking images with random window blocks, where values are randomly draw. code is adapted from Model Genesis: https://github.com/MrGiovanni/ModelsGenesis/blob/master/pytorch/utils.py Args: image ([ torch tensor]): a b...
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import re def idify(utext): """Make a string ID-friendly (but more unicode-friendly)""" utext = re.sub(r'[^\w\s-]', '', utext).strip().lower() utext = re.sub(r'[\s-]+', '-', utext) if not len(utext): # Headers must be non-empty return '_' return utext
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import os import pickle import sys def recover(): """Recover running app from temp pickle file""" if os.path.exists("tweets_crawler.py.tmp.pickle"): with open("tweets_crawler.py.tmp.pickle", "rb") as inFile: app = pickle.load(inFile) return app else: print("No tmp pickl...
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def register_backend_funcs(func): """ Register the specific function in extension as backend methods :param func: The instance function needed to register as backend method :type func: instancemethod :return: None """ func.is_backendmethod = True return func
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from typing import List def join_output(input: List[List]) -> str: """Return string based on chunk data which is an List of lists. Params -------- input: List[List] self.model output which is an list of list in case of chunked data. Returns -------- results: str ...
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def my_func02(num01, num02): """ 返回两个参数的和 :param num01: 数字1 :param num02: 数字2 :return: 两个数字的和 """ return num01 + num02
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def validate_parameters(value, ctx=None): # pylint: disable=unused-argument """Validate 'parameters' dict.""" parameters = value.get_dict() try: plot_num = parameters['INPUTPP']['plot_num'] except KeyError: return 'parameter `INPUTPP.plot_num` must be explicitly set' # Check that ...
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def read_prep_times(): """ This function manually reads T2-prep times (iBEAt study specific function) and returns it as a list.""" ## hard coded as these are not available in the anonymised Siemens dicom tags T2_prep_times = [0,30,40,50,60,70,80,90,100,110,120] return T2_prep_times
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def map_msa_names(df, msa_lookup): """ Helper function to handle known MSA name changes/inconsistencies :param df: A pandas dataframe, BLS OEWS data set :param msa_lookup: a dictionary containing MSA code to peer type lookup :return df: A pandas dataframe """ df['area_title'] = df['area'].map...
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def possible_films(country, year): """ This function makes list of possible films using setted year and country you entered. """ result = list() with open("locations.list") as file: for line in file: if year in line: line = line[:-1] line = lin...
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def height(ep, m): """ Calculate and return the value of height using given values of the params How to Use: Give arguments for ep and m params *USE KEYWORD ARGUMENTS FOR EASY USE, OTHERWISE IT'LL BE HARD TO UNDERSTAND AND USE.' Parameters: ep (int):...
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def legend(is_legend_show=True, legend_orient="horizontal", legend_pos="center", legend_top='top', legend_selectedmode='multiple', **kwargs): """ Legend component. Legend component shows symbol, color and name of different series. You can click ...
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def get_average(numbers): """ Args: numbers (list): A list of floats. Returns: float: The average of the floats in numbers list. """ total = 0.0 for number in numbers: total += number return total/ len(numbers)
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def pixel(cube): """Testing pixel (ground and specular).""" return cube[6, 32]
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def set_hidden_measurement_lists_from_Ns_Nv(num_nodes, Ns, Nv, list_bus_id_power_hiding_priority=None, list_bus_id_voltage_hiding_priority=None): """ Returns the list of the hidden power bus ids and a list of hidden voltage ids :param num_nodes: number of buses in the grid :param Ns: Number ...
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def get_foo(): """Get some foo. Returns: A string contaning a nice foo. """ return "foo"
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def scale_dict(all_perfs:dict, MODELS:list, ATTACKS:list, PERFS:list, TRIALS): """intialize a dictionary of performances """ for m in MODELS: for a in ATTACKS: for p in PERFS: all_perfs[''.join([p, '_', m, '_', a])] /= TRIALS return all_perfs
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import os import logging def is_root(): """If SPET has root access or not. Example: >>> is_root() True Returns: Boolean: If root access or not. """ try: return os.getuid() == 0 except IOError as err: logging.error(err)
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import os def fixture_bak_cleanup(): """Cleanup bak file which is created during migration.""" bak_fnames = [] def _fixture_back_cleanup(bak_fname): bak_fnames.append(bak_fname) return bak_fname yield _fixture_back_cleanup for bak_fname in bak_fnames: print("teardown of ...
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def denormalize_m11(x): """Inverse of normalize_m11.""" return (x + 1) * 127.5
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def test_row(dataframe): """ test if dataframe contains at least one row Parameters ---------- dataframe: pandas dataframe Raises ------ ValueError If number of row is smaller than 1, raise ValueError Returns ------- is_valid: boolean True if greater than 1...
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def _get_elem_at_rank(rank, data, n_negative, n_zeros): """Find the value in data augmented with n_zeros for the given rank""" if rank < n_negative: return data[rank] if rank - n_negative < n_zeros: return 0 return data[rank - n_zeros]
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def gc_content(sequence): """Return the proportion of G and C in the sequence (between 0 and 1). This function is equivalent to `goldenhinges.biotools.gc_content()`. **Parameters** **sequence** > An ATGC string (`str`). """ return 1.0 * len([c for c in sequence if c in "GC"]) / len(seque...
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import socket import traceback def read(HOST, PORT): """ Method that opens a TCP socket to the robot, receives data from the robot server and then closes socket Returns: data: Data broadcast by the robot. In bytes """ s = socket.socket(socket.AF_INET, socket.SOCK_STREAM) s.settimeout...
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