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def get_html_name(form, name): """Return the name used in the html form for the given form instance and field name. """ return form.add_prefix(name)
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def to_lower_camel_case(string): """ Converts string to lower camel case. Args: string (str): input string in any case Returns: str: string converted to lower camel case Example: >>> to_lower_camel_case('snake_case_string') 'snakeCaseString' """ components ...
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def parse_clf_kwargs(params): """Parse the classifier constructor keyword arguments specified from a list of "<key>=<value>" strings. These values are typically supplied at the command-line. """ def parse_val(s): val = s if s in set(("True", "False")): val = (s == "True...
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def matrix_multiply(a, b): """ Multiply a matrix of any dimension by another matrix of any dimension. :param a: Matrix as list of list :param b: Matrix as list of list :return: """ return [[sum(_a * _b for _a, _b in zip(a_row, b_col)) for b_col in zip(*b)] for a_row in a]
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def ip_key(ip): """ Return an IP address as a tuple of ints. This function is used to sort IP addresses properly. """ return tuple(int(part) for part in ip.split('.'))
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def get_ordering_field(view, method): """ If the APIs have the LIST method; for the view of LIST method, add the Ordering field for the users. """ if 'list' in method and view.serializer_class: model_fields = [field.name for field in view.queryset.model._meta.fields] serializer_fields = ...
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def _ListCategories(node): """Returns the categories within a fetched (non-ndb) node.""" if node['categories']: return node['categories'].replace(' ', '').split(',')
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import os def build_log_filenames(basename, path, max_number): """Create all of the logfile names.""" filenames = [] name = os.path.join(path, basename) filenames.append(name) for i in range(1, max_number): filenames.append(name + "." + str(i)) return filenames
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def df_move_column(df, column_name, new_location): """Move a dataframe column to a new location based on integer index """ df = df.copy() columns = df.columns.tolist() columns.insert(new_location, columns.pop(columns.index(column_name))) return df[columns]
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def beta2_mu(four_mass2_over_q2_): """Calculate β_μ^2""" return 1.0 - four_mass2_over_q2_
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def is_component(param): """Rules of thumb to guess if a type annotation can be considered a component. """ type_ = param.annotation return hasattr(type_, "parameters") or callable(type_)
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import hashlib def md5_for_file(filename, block_size=2**20): """ Calculates the MD5 of the given file. See `source <http://stackoverflow.com/questions/1131220/get-md5-hash-of-a-files-without-open-it-in-python>`_. :param filename: The file to read in :param block_size: How much of the file to r...
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import math def similar_distance(data, name1, name2): """ 计算用户之间的相似度距离 :param data: 数据 :param name1: 用户1 :param name2: 用户2 :return: """ same_movie_name_dict = {} for m, s in data[name2].items(): if m in data[name1]: same_movie_name_dict[m] = 1 if len(same_mo...
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import os def extract_info_from_annotation_filename(filename): """Extract info from annotations filename. Args: filename (str) : path to annotations filename or short representation (e.g golf_FC_2021-04-22T07:03:36.892736Z_dynamic_objects_0) Returns: anno_info (list) : list w...
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from pathlib import Path def find_root_folder(start_file: Path): """ Find the root package folder from a file within the package """ # Get starting location package_path = start_file if start_file.is_dir() else start_file.parent # Check current location isn't a path if not (package_path /...
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import os def list_subdir(a_dir): """List immediate subdirectories of a_dir""" # https://stackoverflow.com/a/800201 return [name for name in os.listdir(a_dir) if os.path.isdir(os.path.join(a_dir, name))]
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from typing import List def join_url_path(*components, join_empty: bool = False) -> str: """Join given URL path components and return absolute path starting with '/'.""" new_comps: List[str] = [] for comp in components: comp = comp.strip("/") if comp in ("", "."): continue ...
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def paginator_page_list(number, page_range): """获得分页展示的页面范围 number -- 当前页码 """ PAGE_SHOW = 7 number = int(number) if len(page_range) <= PAGE_SHOW: return page_range else: if number <= 4: return page_range[0:PAGE_SHOW] elif (len(page_range) - number) < 4: ...
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def praw_settings(settings, cassette_exists): """Settings needed to use Api client""" if cassette_exists: settings.OPEN_DISCUSSIONS_REDDIT_CLIENT_ID = "client_id" settings.OPEN_DISCUSSIONS_REDDIT_SECRET = "secret" settings.OPEN_DISCUSSIONS_REDDIT_URL = "https://reddit.local" settings...
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import numpy def color_convert(orig, convert_fn): """ convert_fn should be a function that accepts a 3-tuple of the color in original color space and returns a 3-tuple in new color space. """ n = orig.shape[1] new = numpy.zeros((3, n)) for i in range(n): point = orig[:, i] ...
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import os def generate_random_long(signed=True): """Generates a random long integer (8 bytes), which is optionally signed""" return int.from_bytes(os.urandom(8), signed=signed, byteorder='little')
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def keep_diversity(population, generate_chromosome, min_length_chromosome, max_length_chromosome, possible_genes, repeated_genes_allowed, check_valid_chromosome): """ This function is called when it is wanted to do a great emphasis in the diversity of the population. When an individual is repeate...
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import importlib def get_simulator_api(api, reload=False): """ Get the BioSimulators API for a simulator Args: api (:obj:`str`): module which implements the API for the simulator reload (:obj:`bool`, optional): whether to reload the API Returns: :obj:`types.ModuleType` """ ...
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def compute_chain_x_axis(obj, bone_names): """ Compute the x axis of all bones to be perpendicular to the primary plane in which the bones lie. """ eb = obj.data.edit_bones assert(len(bone_names) > 1) first_bone = eb[bone_names[0]] last_bone = eb[bone_names[-1]] # Compute normal to...
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def find_best_row(m): """ This function finds the list | row that has more 0 in the matrix to make less calculus in the adjuct method. @params: m => a matrix to find best row @return: res[0] => the number of the best row Alejandro AS """ res ...
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from typing import Union from typing import Dict def make_rules(rules: Union[Dict[str, str], str]) -> Dict[str, str]: """Creates rules dict.""" if isinstance(rules, str): split = rules.split() rules = dict(zip(split[::2], split[1::2])) return rules
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import time import socket def recv_timeout(the_socket, timeout=1): """ Socket read method """ the_socket.setblocking(0) total_data = [] data = '' begin = time.time() while True: # if you got some data, then break after wait sec if total_data and time.time() - begin > timeout: ...
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def determine_travel_modes(drive_time, transit_time, plane_time): """based on the time it would take to travel from one spot to another with each mode of transportation, only add reasonable modes of transportation to the travel dictionary.""" travel = {} if(drive_time < 24): travel["drive"] = d...
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def list_intersection(lst1, lst2): """ Intersection of two lists. From: https://stackoverflow.com/questions/3697432/how-to-find-list-intersection Using list comprehension for small lists and set() method with builtin intersection for longer lists. Parameters ---------- lst1, lst2 :...
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def deriv_lorenz(X, t, sigma, beta, rho): """The Lorenz equations.""" x, y, z = X dx_dt = -sigma*(x - y) dy_dt = rho*x - y - x*z dz_dt = -beta*z + x*y return dx_dt, dy_dt, dz_dt
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def checkSafe(board, x, y, turn): """Check whether a position is safe, returns true if safe""" tmp=True count=1 while count<len(board)-1-y and count<len(board)-1-x and tmp==True:#Checks SE if board[y-1+count][x-1+count]!='OO': if board[y-1+count][x-1+count][0]!=turn: ...
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def inc(self, register: int) -> int: """ Name: Increment index register. Function: The 4 bit content of the designated index register is incremented by 1. The index register is set to zero in case of overflow. Syntax: INC <register> As...
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def hook_get_load_tx_query(table: str) -> str: """Returns the query that loads the transactions to aggregate. It loads all customer transactions and aggreagets it into a single row, so they are prepared for prediction. Ideally it's loading from the table BQ_LTV_ALL_PERIODIC_TX_TABLE with the suffix correspondi...
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def longest_in_list( l:list ) ->str: """ Returns the longest item's string inside a list """ longest :str = '' for i in range( len(l) ): if len( str(l[i]) ) > len(longest): longest = l[i] return longest
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import logging def add_console_handler(formatter, level=logging.INFO): """Creates and returns a handler that streams to the console at the logging level specified""" ch = logging.StreamHandler() ch.setFormatter(formatter) ch.setLevel(level) return ch
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from typing import Dict def create_query_string(query_dict: Dict[str, str]): """Create query string with dictionary""" query_string = '?' for key, item in query_dict.items(): query_string += '{}={}&'.format(key, item) return query_string[:-1]
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def root(): """ (0, 1, 2) The most basic web app in the world. """ # print(request.headers) # name = request.args.get('name') # vp = float(request.args.get('vp') or 0) # rho = float(request.args.get('rho') or 0) # return "Impedance: {}".format(vp * rho) return "Hello world"
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def PosNegZero(x): """ Teste de tricotomia com apenas uma variável; A função retorna uma resposta dizendo se um número inteiro é positivo, negativo ou zero; int -> str """ if x>0: return str(x) + " e positivo" elif x<0: return str(x) + " e negativo" else: return str(x) + " e...
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from typing import Any from contextlib import suppress def cursorless_surrounding_pair(m) -> dict[str, Any]: """Expand to containing surrounding pair""" try: surrounding_pair_scope_type = m.cursorless_surrounding_pair_scope_type except AttributeError: surrounding_pair_scope_type = "any" ...
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def change_coords(h, coords): """ updates coords of home based on directions from elf """ if h == '^': coords[1] += 1 elif h == '>': coords[0] += 1 elif h == 'v': coords[1] -= 1 elif h == '<': coords[0] -= 1 return coords
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def expected(decorator, func): """ Decorate ``func`` with ``decorator`` if ``func`` is not wrapped yet. """ return decorator(func) if not hasattr(func, '_api') else func
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def pytest_ignore_collect(path, config): """ Only load tests from feature definition file. """ if path.ext != ".toml": return True return False
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def _resolve_role(current_user, profile): """What is the role of the given user for the given profile.""" if current_user: if profile.user == current_user: return "OWNER" elif current_user.is_authenticated: return "ADMIN" else: return "ANONYMOUS" e...
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from typing import Optional import warnings def process_max_id(max_id: Optional[int], num_embeddings: Optional[int]) -> int: """Normalize max_id.""" if max_id is None: if num_embeddings is None: raise ValueError("Must provide max_id") warnings.warn("prefer using 'max_id' over 'num_...
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import math def circle_touching_line(center, radius, start, end): """ Return true if the given circle intersects the given segment. Note that this checks for intersection with a line segment, and not an actual line. :param center: Center of the circle. :type center: Vector :param radius: R...
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def file_loader(filepath): """Reads in file and returns data""" with open(filepath, "r") as file_descriptor: data = file_descriptor.read() return data
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import functools import operator def prod(collection): """Product of all elements in the collection""" return functools.reduce(operator.mul, collection)
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def user_defined_descriptions(path): """Returns a dict consisting of (unicode_char, description) tuples""" try: lines = [line.rstrip() for line in open(path).readlines()] return dict([x.split(maxsplit=1) for x in lines]) except FileNotFoundError: return dict()
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async def infer_type_return_(engine, x): """Infer the return type of return_.""" return await x['type']
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def relative_article_path_from(article_root, absolute_path_to_article) -> str: """Do three things: strip out the article root, remove the preceding slash, and remove the extension. """ return ( absolute_path_to_article.replace(article_root, "").lstrip("/").rsplit(".", 1)[0] )
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import re def get_tendermint_version(): """Extracts the current Tendermint version from version/version.go""" pattern = re.compile(r"TMCoreSemVer = \"(?P<version>([0-9.]+)+)\"") with open("version/version.go", "rt") as version_file: for line in version_file: m = pattern.search(line) if m: ...
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def dummy_database_injection_manager(dummy_database_injection_bindings, injection_manager): """Fixture for context manager with client and db injection.""" def _inner(client): return injection_manager(dummy_database_injection_bindings({"bindings": {}, "constructor_bindings": {}})) return _inner
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import torch def to_device(obj, device, non_blocking=False): """Copy to device.""" if isinstance(obj, torch.Tensor): return obj.to(device, non_blocking=non_blocking) if isinstance(obj, dict): return {k: to_device(v, device, non_blocking=non_blocking) for k, v in obj.items(...
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def step(request): """step keyword argument for rolling window operations.""" return request.param
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def is_increasing(channel_indices): """Check if a list of indices is sorted in ascending order. If not, we will have to convert it to a numpy array before slicing, which is a rather expensive operation Returns: bool """ last = channel_indices[0] for i in range(1, len(channel_indices)): ...
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def beautify_name(name: str): """Return human readable string.""" return name.replace("_", " ").title()
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import os import sys import subprocess def rm(pool_path, name, network=False): """ Remove a container a clean its namespace :param pool_path: The path to the pool where the container is stored :param name: The name of the container :param network: Whether the container has a network interface atta...
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def limit(self, start_or_stop=None, stop=None, step=None): """ Create a new table with fewer rows. See also: Python's builtin :func:`slice`. :param start_or_stop: If the only argument, then how many rows to include, otherwise, the index of the first row to include. :param stop: ...
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import importlib def load_encoder(name): """ Creates an instance of the given encoder. An encoder converts a message from one format to another """ encoder_module = importlib.import_module(name) encoder_class = getattr(encoder_module, "Encoder") # Return an instance of the class return...
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def format_datetime_iso(obj): """Return datetime obj ISO formatted.""" return obj.strftime('%Y-%m-%dT%H:%M:%S')
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def _verbosity_from_log_level(level): """Get log level from verbosity.""" if level == 40: return 0 elif level == 20: return 1 elif level == 10: return 2
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def _hasprefix(line, prefixes): """ helper prefix test """ # if not isinstance(prefixes, tuple): # prefixes = [prefixes] return any(line == p or line.startswith(p + ' ') for p in prefixes)
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import os import subprocess def gen_func_anat_xfm(func_, ref_, xfm_, interp_): """Transform functional file (std dev) into anatomical space. Parameters ---------- func_ : string functional scan ref_ : string path to reference file xfm_ : string path to transformation...
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import requests def get_external_ip(): """Get your external IP address as string. Uses httpbin(1): HTTP Request & Response Service """ return requests.get("http://httpbin.org/ip").json().get('origin')
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import tempfile def _nipype_execution_config( stop_on_first_crash=False, stop_on_first_rerun=False, crashdumpTempDirName=None ): """ This Function takes in... :param stop_on_first_crash: :param stop_on_first_rerun: :param crashdumpTempDirName: :return: """ stop_crash = "false" ...
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def convert_BSoup__to_text(soup): """ THis function converts the BeautifulSoup object into string using a generator """ return ''.join([str(x) for x in soup.findAll(text=True)])
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import os def first_launch(): """ Simply checks if there is diary file. If not, returns True. """ if os.path.exists('diary.db'): return False else: return True
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def interp_azimuth(az, az_0, az_1, dat_0, dat_1, fillvalue=-999.): """ 在两个方位角或者距离之间进行插值 """ if (dat_0 != fillvalue) and (dat_1 != fillvalue): return ((az_1 - az)*dat_0 + (az - az_0) * dat_1)/(az_1 - az_0) elif dat_0 == fillvalue: return dat_1 else: return dat_0
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import json import random import time from typing import Union import pathlib def save_json_file(json_file: Union[str, pathlib.Path], dictionary_to_save: dict, retries: int = 3) -> None: """ Writes a new JSON file to disk. If the file exists, it will be overwritten. :param json_file: JSON file to write in...
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def remove_stop_words(lines, stop_words): """ Remove stop words from segments :param lines: list of segments [id, word, word..] :param stop_words: list of stop words (from spacy) :return: list of segments with stop_words removed """ filtered_lines = [] for line in lines: if len(l...
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def convert_empty_value_to_none(event, key_name): """ Changes an empty string of "" or " ", and empty list of [] or an empty dictionary of {} to None so it will be NULL in the database :param event: A dictionary :param key_name: The key for which to check for empty strings :return: An altered dictionar...
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def build_env_file(conf): """ Construct the key=val string from the data structurr. Parameters ---------- conf : dict The key value's Returns ------- str The key=val strings. """ return "\n".join(['{}={}'.format(k, v) for k, v in conf.items()])
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import os def setup_entries_map(username): """ This creates a map of genres to giveaways that have been previously entered in that genre. Crawls through the existing log files and then populates the maps with the corresponding information. :param username: The current user. :return: A map con...
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import hashlib def get_md5(str_): """ hash function --md5 :param str_:origin str :return:hex digest """ md5 = hashlib.md5() md5.update(str_.encode('utf-8')) return md5.hexdigest()
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def jsontopath_metric(path_metric): """ a functions that reads resulting metric from json string """ output_snr = next(e['accumulative-value'] for e in path_metric if e['metric-type'] == 'SNR-0.1nm') output_snrbandwidth = next(e['accumulative-value'] for e in path_metric if e['metric-ty...
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def stringify_value(value): """Convert any value to string. """ if value is None: return u'' isoformat = getattr(value, 'isoformat', None) if isoformat is not None: value = isoformat() return type(u'')(value)
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def add_to_config(d, config): """Add attributes to config class.""" for k, v in d.iteritems(): if isinstance(v, list) and len(v) == 1: v = v[0] setattr(config, k, v) return config
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def _anz_spalt(self): """Spaltenanzahl""" return self.cols
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def create_windows(data): """Create windows feature.""" data['Infissi'] = (data['Altre_caratteristiche'] .apply(lambda x: str([y for y in x if 'Infissi' in y])) .str.extract('(doppio|triplo)', expand=False) .fillna('singolo')) return data
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def make_linear_function(p1,p2): """ Returns the linear function defined by two points, p1 and p2 For example make_linear_function((1,3), (2,5)) returns the function f(x) = 2x + 1. """ m = (p2[1]-p1[1])/(p2[0]-p1[0]) k = p1[1] - p1[0] * m return lambda x: x * m + k
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from typing import Tuple from typing import Any from typing import Callable from typing import List def expand_params_factory( expander: Tuple[Any, ...], ) -> Callable[..., List[Tuple[Any, ...]]]: """Factory to generate a function which can expand testing parameters. Args: expander (Tuple[Any]): ...
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def _squash_devicegroup(device_group, device_group_hierarchy_children): """Recursive function for determining all of a device group's child device groups""" result = [device_group] if device_group in device_group_hierarchy_children: for child_dg in device_group_hierarchy_children[device_group]: ...
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import os def _replace_file_suffix(file_name, suffix): """Replace the .XXX suffix in file_name with suffix.""" return os.path.splitext(file_name)[0] + suffix
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def plot_perm(filey): """Loads permutation information from file to plot""" cutoff = 0.0 openfile = open(filey) for line in openfile: line = line.rstrip().split("\t") current = float(line[1]) if current > cutoff: cutoff = current return(cutoff)
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def time2mins(time_taken): """Convert time into minutes. Parameters ---------- time_taken : float Time in seconds Returns ------- float Minutes """ return time_taken / 60.
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def osim_vector_to_list(array): """Convert SimTK::Vector to Python list. """ temp = [] for i in range(array.size()): temp.append(array[i]) return temp
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import sympy import six def _coprime_density(value): """Returns float > 0; asymptotic density of integers coprime to `value`.""" factors = sympy.factorint(value) density = 1.0 for prime in six.iterkeys(factors): density *= 1 - 1 / prime return density
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def get_binary_representation(n, num_digits): """ Helper function to get a binary representation of items to add to a subset, which combinations() uses to construct and append another item to the powerset. Parameters: n and num_digits are non-negative ints Returns: a num_digit...
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def voltageDivision(v_in, r_list_ordered, showWork=False): """ Voltage is divided among the resistors in direct proportion to their resistances; the larger the resistance, the larger the voltage drop. """ r_total = sum(r_list_ordered) voltages = [r/r_total*v_in for r in r_list_ordered] if s...
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import os def get_files(rootdir, suffix): """Get the filepaths with a given suffix Parameters ---------- rootdir : str The root directory to look under suffix : str The file suffix of the files to keep Returns ------- fps : list, str List of file paths for all...
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def merge(list1, list2): """ Merge two sorted lists. Returns a new sorted list containing those elements that are in either list1 or list2. Iterative, because recursive would generate too many calls for reasonably sized lists. """ merged_list = [] copy_list1 = list(list1) c...
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def parse_named_columns(output): """Return rows from a table string `output` as a sequence of dicts. The first row should contain whitespace delimited column names. Each subsequent row should contain whitespace delimited column values. Given tabular `output` as found in many k8s commands: col1_nam...
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import os def load_camera_params(hf, base_path): """Load h36m camera parameters. Args: hf (file object): HDF5 open file with h36m cameras data path (str): Path or key inside hf to the camera we are interested in. Returns: R (numpy.array): 3x3 Camera rotation matrix. T (nu...
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def string_address(address): """Make a string representation of the address""" if len(address) < 7: return None addr_string = '' for i in range(5): addr_string += (format(address[i], '02x') + ':') addr_string += format(address[5], '02x') + ' ' if address[6]: addr_strin...
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from typing import Callable def combine_predicates(*predicates: Callable[..., bool]) -> Callable[..., bool]: """ Combine multiple predicates into a single one. The result is true only if all of the predicates are satisfied. """ def check_all(*args, **kwargs) -> bool: return all(map(lambda f: ...
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def get_centers(img_coordinates): """ Get the center of the given coordinate """ min_row, min_col, max_row, max_col = img_coordinates center_row = int((max_row + min_row) / 2) center_col = int((max_col + min_col) / 2) row_diameter = int((max_row - min_row) / 2) col_diameter = int((max_c...
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def getLineAndColumnFromSyntaxItem(syntaxItem): """ Returns a tupel of the line and the column of a tree node. """ line = False column = False while line is False and column is False and syntaxItem: line = syntaxItem.get("line", False) column = syntaxItem.get("column", False) ...
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def PolsAccHosp(t): """Number of policies: Accidental Hospitalization""" return 0
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def get_rdml_lib_version(): """Return the version string of the RDML library. Returns: The version string of the RDML library. """ return "1.0.0"
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import fnmatch def fnmatch_mult(name,patterns): """ will return True if name matches any patterns """ return any(fnmatch.fnmatch(name,pat) for pat in patterns)
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