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def surface_carre(arete): """ fonction qui calcule et renvoie la surface d'un carré :param arête: la longueur d'un des côtés du carré :type arete: int ou float :return: la surface du carré dans l'unité (au carré) de celle d'arete :rtype: int ou float """ return arete*arete
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import os import requests def notify_ifttt(message, title=None, link=None, key=None): """Send notification via IFTTT Parameters ---------- message : str title : str, optional link : str, optional key : str, optional API key for IFTTT. If not set, imports the environmental ...
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import requests def _confirm_webpage(url: str) -> bool: """ A function that confirms the existence of a webpage before the object is created """ response = requests.get(url=url, allow_redirects=True) code = response.status_code return True if code == 200 else False
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import ipaddress def netaddr(host_ip, prefix): """Return network address and subnet mask.""" ip_address = host_ip + '/' + prefix try: ip_net = ipaddress.ip_network(ip_address, False) output = {'network_address': str(ip_net.network_address), 'network_mask': str(ip_net.netm...
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import asyncio def timeout(duration): """Rewrite a coroutine to operate on a strict timeout""" def rewrite(fn): async def wrapper1(*args, **kwargs): try: return await fn(*args, **kwargs) except asyncio.CancelledError: pass async def wrap...
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import base64 def print_anycli(**kwargs): """ List the number of deployed scripts on remote device :param kwargs: keyword value: value to display :return: display the result of AnyCLI :Example: result = cli(url=base_url, auth=s, command="show vlan") print_anycli(result) """ ...
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def is_service(hass, entry): """check whether config entry is a service""" domain, service = entry.split(".")[0], ".".join(entry.split(".")[1:]) return hass.services.has_service(domain, service)
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def any_in(collection, values): """ Check if any of a collection of values is in `collection`. Returns boolean. """ for value in values: if value in collection: return True return False
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import os import zipfile import fnmatch def get_zip_names(path, dir, infold=True): """Loads the filenames for the data matching 'path' in the location 'dir' ('dir' does not have to end with '.zip'). Returns a list of filenames and the zip archive.""" folder = os.path.split(dir)[1] if infold else '' ...
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def choose_barrier(x, reverse=False): """ Choose the scenario where the AV hits the barrier. If there is no such scenario, abstain. :param reverse: If false, choose to hit the barrier. Else choose not to. """ if x["Passenger_noint"] == 0 and x["Passenger_int"] == 0: return -1 if x["Passenge...
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def _find_user_traceback_depth(tb): """Returns the depth of user-specific code in a traceback. This is the depth from wich we find a frame where __name__ is '__p1__'. Args: tb: A traceback object. """ depth = 0 while tb: # Find the topmost frame frame = tb.tb_frame ...
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def dict2kvtable(obj, env): """Generate an HTML table from a dictionary""" return "XXX table"
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def prob3(num=600851475143): """ The prime factors of 13195 are 5, 7, 13 and 29. What is the largest prime factor of the number 600851475143 ? """ a = [] b = 1 i = 3 while True: if b == num: break elif num % i == 0: b *= i a.append(i)...
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def is_turkish_id(x): """ checks if given id is valid TC ID """ if len(str(x)) != 11: return False str_id = str(x) # first 10 digit sum mod 10 equals 11th digit control lst_id = [int(n) for n in str_id if n.isdigit()] if lst_id[0] == 0: return False # first 10 digit...
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def _make_unique(l): """Check that all values in list are unique and return a pruned and sorted list.""" return sorted(set(l))
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def post_info(request, post, put_content=False): """Return a hash with post fields (content is omitted for performance).""" data = { 'title': post.title, 'subject': post.subject, 'publication_date': post.pub_date, 'author': post.author.username, 'path': post.path, ...
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import yaml def parse_config_file(config_file) -> dict: """Read config.yaml file with params. Returns ------- dict Dict of config """ with open(config_file, 'r') as stream: try: CONFIG = yaml.safe_load(stream) except yaml.YAMLError as exc: print(...
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def Property(func): # pylint: disable = C0103 """ Property with improved docs handling :Parameters: `func` : ``callable`` The function providing the property parameters. It takes no arguments as returns a dict containing the keyword arguments to be defined for ``property``. Th...
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def collision(object1, object2): """detect collision between two objects using circles Tests for collision between two objects by testing whether two circles centered on the objects overlap. Objects must have a a "radius" attribute, which is used to create the circle. Args: object1: First ...
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def find_key_symptom(tariffs, cause_reduction, cause, endorsements, rules=None): """Find the key endorsed symptom for a cause Args: tariffs (dict): processed tariff matrix cause_reduction (dict): mapping from cause46 to cause34 cause (int): cause number at the cause...
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def transform(tokens): """ Accumulate tokens in lines. Add token (and white spaces) to a line until it overflow 80 chars. """ lines = [] current_line = [] for t in tokens: if sum([len(x) + 1 for x in current_line]) + len(t) > 80: lines.append(current_line) cu...
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import json def ocr_loader(json_path): """Helper function to load ocr data from json file Args: json_path (string): Path to the json file with OCR output data Returns: string: OCR text output """ json_path = json_path.replace('\\', '/') with open(json_...
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def to_ps(obj, parlen=False): """Converts object into postscript literal >>> to_ps(None) 'null' >>> to_ps(123) '123' >>> to_ps(456.78) '456.78' >>> to_ps(True), to_ps(False) ('true', 'false') >>> to_ps('foo bar baz') 'foo bar baz' >>> to_ps('foo bar baz', parlen=True) ...
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def enum_member_name(state): """ All enum member names have the form <EnumClassName>.<EnumMemberName>. For our rendering we only want the member name, so we take their representation and split it. """ return str(state).split('.', 1)[1]
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from typing import Counter import re def seq2polyA(seq): """ input seq output polyA report (1) pass or not (2) Left or Right (3) most common character (4) length of polyA (5) length of isoseq """ lst = [] L = seq[0:10] R = seq[-10:] end = L + R ...
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def setbit(target, bit): """ Устанавливает бит bit в 1 в байте target """ return target | (1 << bit)
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import time, random def generate_trade_id(): """ 采取一定规则生成一个11位的交易号 """ trade_id = str(time.time()) trade_id = trade_id[:3] + str(random.randint(1000, 10000)) + trade_id[7:10] + trade_id[11] return trade_id
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def request_path( request ): """ Get the path of the request """ return str(request.path)
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import base64 import hashlib def _sub_hash_password(password): """ Hash long password to allow bcrypt to handle password longer than 72 characters. :param password: password to hash. :return: (String) The hashed password. """ # bcrypt only handles passwords up to 72 characters. # We use th...
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import os def get_default_version_hostname(): """Get the standard hostname of the default version of the app. For example if your application_id is my-app then the result might be my-app.appspot.com. Returns: The standard hostname of the default version of the application. """ return os.getenv(...
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from colorsys import rgb_to_hsv def from_rgb_to_paletton_hue(rgb, paletton): """ >>> p = Paletton() >>> print(from_rgb_to_paletton_hue((120, 0, 106), p)) 318 """ rhs_hue = round(rgb_to_hsv(*rgb)[0]*360) if rhs_hue not in paletton.HUE_OFFSETS: keys = sorted(paletton.HUE_OFFSETS.keys...
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def iobes2iob(iobes): """Converts a list of IOBES tags to IOB scheme.""" dico = {pfx: pfx for pfx in "IOB"} dico.update({"S": "B", "E": "I"}) return [dico[t[0]] + t[1:] if not t == "O" else "O" for t in iobes]
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def getFromLongestMatchingKey(object, listOfKeys, caseInsensitive=True): """ Function to take an object and a list of keys and return the value of the longest matching key or None if no key matches. :param object: The object with the keys. :type object: dict :param listOfKeys: A list of keys to...
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def key_type(key): """String identifying if the key is a 'name' or an 'ID', or '' for None. This is most useful when paired with key_id_or_name_as_string. Args: key: A datastore Key Returns: The type of the leaf identifier of the Key, 'ID', 'name', or ''. """ if key.id(): return 'ID' elif k...
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def _select_encoding(consumes, form=False): """ Given an OpenAPI 'consumes' list, return a single 'encoding' for CoreAPI. """ if form: preference = [ 'multipart/form-data', 'application/x-www-form-urlencoded', 'application/json' ] else: pre...
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def other_classes(nb_classes, class_ind): """ Heper function that returns a list of class indices without one class :param nb_classes: number of classes in total :param class_ind: the class index to be omitted :return: list of class indices without one class """ other_classes_list = list(ra...
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from typing import Dict from io import StringIO def interpolate(s: str, registers: Dict) -> str: """ Interpolates variables in a string with values from a supplied dictionary of registers. The parser is very lax and will not interpolate variables that don't exist, as users may not be intending to int...
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import array import math def fpart(x): """FRACTIONAL PART OF A REAL NUMBER""" if type(x) in [array, list]: if len(x) == 1: x = x[0] return math.modf(x)[0]
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def count_smileys(arr): """count valid smileys from an array, better reading""" count = 0 eyes = ":;" noses = "-~" smiles = ")D" for i in arr: if len(list(i)) > 2: if i[0] in eyes and i[1] in noses and i[2] in smiles: count += 1 else: if i[0] in eyes and i[1] in...
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def stringify_edge_set(s: set): """ Convert an agent-piece graph into a string, for display and testing """ return str(sorted([(agent.name(), piece) for (agent,piece) in s]))
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def get_fully_qualified_class_name(cls): """Returns fully dot-qualified path of a class, e.g. `ludwig.models.trainer.TrainerConfig` given `TrainerConfig`.""" return ".".join([cls.__module__, cls.__name__])
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def parsevROps(payload, alert): """ Parse vROps JSON from alert webhook. Returns a dict. """ if (not 'alertId' in payload): return alert alert.update({ "hookName": "vRealize Operations Manager", "AlertName": payload['alertName'] if ('alertName' in payload and payloa...
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def as_chunks(l, num): """ :param list l: :param int num: Size of split :return: Split list :rtype: list """ chunks = [] for i in range(0, len(l), num): chunks.append(l[i:i + num]) return chunks
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def _name_to_agent_class(name: str): """ Convert agent name to class. This adds "Agent" to the end of the name and uppercases the first letter and the first letter appearing after each underscore (underscores are removed). :param name: name of agent, e.g. local_human :return: ...
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def bin_search_recursive(array, what_to_find, left=0, right=None): """ Finds element in a sorted array using recursion. :param list array: A sorted list of values. :param what_to_find: An item to find. :returns: Index of the searchable item or -1 if not found. """ right = right if right is...
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from typing import List def extensions_to_glob_patterns(extensions: List) -> List[str]: """Generate a list of glob patterns from a list of extensions. """ patterns: List[str] = [] for ext in extensions: pattern = ext.replace(".", "*.") patterns.append(pattern) return patterns
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import re def get_operation_id_groups(expression): """Takes an operator expression from an .mmcif transformation dict, and works out what transformation IDs it is referring to. For example, (1,2,3) becomes [[1, 2, 3]], (1-3)(8-11,17) becomes [[1, 2, 3], [8, 9, 10, 11, 17]], and so on. :param str ...
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def mrt_alert_msg(mrt_line, direction, stations, public_bus, mrt_shuttle, mrt_shuttle_dir): """ Message that will be sent if there is an MRT alert/breakdown/delay :param mrt_line: "DTL/NSL/EWL..." :param direction: "Both"/specific MRT station name("Jurong East") :param stations: "NS17, NS16, NS15, N...
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def is_envvar(buff, pos): """:return: start, end, pos or None, None, None tuple.""" try: while buff[pos] in ' \t': pos += 1 start = pos while True: if buff[pos] in '\0"\'()- \t\n': return None, None, None if buff[pos] == '=': ...
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def load_model(filename): """ Return a model stored within a file. This routine is for specialized model descriptions not defined by script. If the filename does not contain a model of the appropriate type (e.g., because the extension is incorrect), then return None. No need to load pickles o...
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def climb_stairs(stairs): # """You are climbing a stair case. It takes n steps to reach to the top. Each time you can either climb 1 or 2 steps. In how many distinct ways can you climb to the top? Example: Input: 2 Output: 2 3 1 1 1 1 2 2 1 """ ...
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import textwrap def text_word_wrap(text, width): """ Word-wrap a string to width `width`. """ return textwrap.wrap(text, width)
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import json def load_tour(fname): """ Reads a tour from a JSON file. Input: - fname : filename Output: - tour : loaded tour """ with open(fname, 'r') as fp: return json.load(fp)
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def show_user(username): """Some Comment""" return 'Welcome: %s' % username
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def get_cost(ss, a, dist_mat, C, n): """Determines the cost of an airline route network from a sampleset. Args: - ss: Sampleset dictionary. One solution returned from the hybrid solver. - a: Float in [0.0, 1.0]. Discount allowed for hub-hub legs. - dist_mat: Numpy matrix providing dista...
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def _convert_to_float(score): """ Convert a string ('score') to float. If the string is empty, return None. If the string is float-like, return its float. """ if len(score) == 0: return None else: return float(score)
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import click import functools def ensure_host_configured(f): """Ensure that this configuration has been set up.""" @click.pass_obj @functools.wraps(f) def _wrapper(cfg, *args, **kwargs): if cfg.get('remote.ssh.host', '*') == '*': click.echo(f"{click.style('ERROR', fg='red')}: No c...
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def determine_suitable_lda(displace_elev, margin): """Given a displacement elevation and safety marign, determine the minimum acceptable LDA settings.""" return displace_elev * margin
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def constructfullKMap(tmap, kmap): """construct a complete k-map from the complete t-map and mapping between t-vals and k-vals""" newarr = tmap.copy() for t, k in enumerate(kmap): newarr[tmap==t] = k return newarr
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def get_format_from_name(name: str) -> str: """ Function to infer the input format. Used when the input format is auto. """ try: int(name) src_format = "numeric" except ValueError: if len(name) == 2: src_format = "alpha-2" elif len(name) == 3: ...
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import string def shorten(message): """Convert message into a shorter form""" if message == 'On time': return '0' number = message.translate(None, string.ascii_letters).strip() sign = '+' if 'late' in message else '-' return '{}{}'.format(sign, number)
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def get_create_table_field_data(field_data): """ Generates the field wise query segments needed to create a table. :param field_data: List of dicts with each dict having keys 'name', 'type' and, optionally, 'modifiers' :return: none """ field_query_list = [] for field in field_data: ...
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def determine_timestamp(item): """Determine the timestamp of the given item Args: item: [dict] Specifies an resource instance created by an API """ # There is no standard for this. # The following are common to some APIs. for key in ['creationTimestamp', 'timeCreated']: if key in item: return i...
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def checkbox_to_boolean(list_checkbox_params, dict_all_params): """ Takes a list of strings that are to be processed as checkboxes on a post parameter, (checkboxes supply some arbitrary value in a post if they are checked, and no value at all if they are not checked.), and a dict of parameters and their val...
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def distribution_data(history,mutant_id,i,all_types=False): """ generates neighbour data for mutants (or all cells if all_types is True) cells are labelled by their ancestor. all cells with ancestor=mutant_id are type 1, all other cells type 0. returns list of dicts with keys: tissueid, time, n, k, ...
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def likes(names): """Take string of names and let you know who likes 'it'.""" if len(names) == 0: return "no one likes this" elif len(names) == 1: return "{} likes this".format(names[0]) elif len(names) > 3: return "{}, {} and {} others like this".format(names[0], names[1], ...
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import torch def camera_rays(camK, W=None, H=None, c2w=None, graphics_coordinate=True, center=False): """shoot viewing rays from camera parameters. Args: camK: Tensor of shape `[3,3]`, the intrinsic matrix. W: Integer, if set None, then `W` is calculated as `2*cx`. H: I...
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import subprocess def run_command(cmd,input_dir): """ Another git convienience function, this time just running an arbitrary command in an arbitrary location and waiting until quit. """ p = subprocess.Popen(cmd, cwd=input_dir,stdout=subprocess.PIPE) out, err = p.communicate() return out
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def get_rpm_properties(input_file: str): """ Summary: processes the structured name of the rpm file to get the arch, release, version, and name Parameters: input_file (str): the file Returns: dictionary containing arch, release, version, and name """ #get prope...
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def withRequest(f): """ Decorator to cause the request to be passed as the first argument to the method. If an I{xmlrpc_} method is wrapped with C{withRequest}, the request object is passed as the first argument to that method. For example:: @withRequest def xmlrpc_echo(self, r...
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def analysis_line_linearity(target_list, measure_list_mm, boundary_index_list, linearity_list): """ analysis line boundary/center linearity """ boundary_max_linearity = [0, [0, 0]] center_max_linearity = [0, [0, 0]] for i in range(len(linearity_list)): for j in range(len(linearity_list...
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import torch def calc_init_centroid(images, num_spixels_width, num_spixels_height): """ calculate initial superpixels Args: images: torch.Tensor A Tensor of shape (B, C, H, W) num_spixels_width: int A number of superpixels in each column num_spixels_height:...
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from datetime import date def get_current_year(): """ return: the current year. """ return date.today().isocalendar()[0]
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def deepmerge(a, b): """ Merge dict structures and return the result. >>> a = {'first': {'all_rows': {'pass': 'dog', 'number': '1'}}} >>> b = {'first': {'all_rows': {'fail': 'cat', 'number': '5'}}} >>> import pprint; pprint.pprint(deepmerge(a, b)) {'first': {'all_rows': {'fail': 'cat', 'number'...
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def clean_data(text): """Fixes broken symbols in poems. :param text: Broken text that has to be fixed :return: Text with correct UTF8 symbols""" corrections = { 'ó': 'ó', 'ż': 'ż', 'Ä™': 'ę', 'Å‚': 'ł', 'Å›': 'ś', 'ć': 'ć', 'Ä…': 'ą', '...
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def check_session(): """ Checks validity of session using only required() decorator """ return '{}'
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def _ggm_prob_wait_whitt_z(ca2, cs2): """ Equation 3.8 on p139 of Whitt (1993). Used in approximation for P(Wq > 0) in GI/G/c/inf queue. See Whitt, Ward. "Approximations for the GI/G/m queue" Production and Operations Management 2, 2 (Spring 1993): 114-161. Parameters ---------- ca2 : flo...
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def parse_method(name): """Parse hyperparameters from string name to make legend label. Parameters ---------- name : str Name of method Returns ------- string : str Formatted string """ string = r"" if name.split('es_')[1][0] == '1': string += r'ES' ...
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import queue def queue_with(items): """Return a thread-safe iterator that yields the given items. +items+ can be given as an array or an iterator. If an iterator is given, it will be consumed to fill the queue before queue_with() returns. """ q = queue.Queue() for val in items: q....
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def _get_file_contents(path): """ Gets the contents of a specified file, ensuring that the file is properly closed when the function exits """ with open(path, "r") as f: return f.read()
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import textwrap def msgfmt(msg, prefix=''): """Format a message""" lines = [] for line in msg.splitlines(): lines += textwrap.wrap(line, 80 - len(prefix)) return '\n'.join([prefix + line for line in lines])
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def convertKeyValueToString(dict,key) -> str: """ converts a single key value pair into a concatenated string""" if dict and key: # force cast key to string val = dict[key] valStr = str(val) keyStr = str(key) concantStr = keyStr + valStr else: concantStr = ""...
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def _flatten(seq): """Internal function.""" res = () for item in seq: if isinstance(item, (tuple, list)): res = res + _flatten(item) elif item is not None: res = res + (item,) return res
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import uuid def get_uuid(value): """ gets the uuid object of given value. it raises an error if value is not a valid uuid string. :param str value: value to get uuid instance from it. :raises ValueError: value error. :rtype: uuid.UUID """ return uuid.UUID(value)
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def preprocess_int(i, **options): """Convert a string to an integer.""" return str(i)
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import torch import random import math def select_action(state, valueNetwork, episodeNumber, numTakenActions, args): """ Take action a with ε-greedy policy based on Q(s, a; θ) return: int """ assert isinstance(state, torch.Tensor) sample = random.random() if args.mode == 'train': eps_...
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def convert_string_to_list(df, col, new_col): """Convert column from string to list format.""" fxn = lambda arr_string: [int(item) for item in str(arr_string).split(" ")] mask = ~(df[col].isnull()) df[new_col] = df[col] df.loc[mask, new_col] = df[mask][col].map(fxn) return df
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from pathlib import Path def raw_directory(request): """Gets 'raw' directory with test datafiles""" return Path(request.config.rootdir) / "tests/testdata/2020/6/raw"
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def solution(dataset: list) -> int: """ "there is a '\n' on the end of the first line but zip() will only go to the sortest length. If both lines have '\n's then they will be equivalent and won't be counted""" return sum(i != j for i, j in zip(*dataset))
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import collections def _get_tables_and_columns_in_schema(db, schema): """Returns a dict describing all tables and columns in `schema`.""" # Obtain names of tables in `schema`: q = """ SELECT table_name FROM information_schema.tables WHERE table_schema = '""" + schema + """' ORDER BY tab...
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def raw_formatter(subtitles): """ Serialize a list of subtitles as a newline-delimited string. """ return ' '.join(text for (_rng, text) in subtitles)
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def dict_diff(first, second): """ >>> dict_diff({'a':'b', 'c':1}, {'a':'c', 'c':1}) {'a': {'original':'b', 'changed': 'c'} :type first: dict :type second: dict :rtype dict """ diff = {} keys = set(first) | set(second) for key in keys: first_value = first.get(key) ...
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import re def add_space_after_commas(origString): """ Directives with arguements need spaces insert after commas. """ # space after a comma newString = re.sub(',', ', ', origString) return newString
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def get_all_matching(cls, column_name, values): """Get all the instances of ``cls`` where the column called ``column_name`` matches one of the ``values`` provided. Setup:: >>> from mock import Mock >>> mock_cls = Mock() >>> mock_cls.query.filter.return_value.a...
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def get_day_of_week(year: int, month: int, day: int) -> int: """ 0表示星期日,1-6表示星期一到星期六 """ if month in (1, 2): year -= 1 month += 12 return ( day + 2 * month + 3 * (month + 1) // 5 + year + year // 4 - year // 100 + year // 400 ...
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import importlib import unittest def skipUnlessImported(module, obj): """如果对象不在导入的模块中,跳过被装饰的测试 . @skipUnlessImported('airflow.operators.mysql_operator', 'MySqlOperator') @skipUnlessImported('xTool.utils.tests', 'skipUnlessImported') """ try: m = importlib.import_module(module) except I...
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def inc(n): """Increment an integer.""" return -~n
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def Vowel_or_Consonant(char = ''): """ A boolean function, which return either True or False """ # Determine whether each letter in the text is a vowel or a # consonant. if it is a vowel, set test to True, otherwise, set test to false. for i in char: if str(i)in 'aeiouy': te...
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def windowedAverage(window, step, sample): """ Input is a sample, with a list of CHROM, POS, mel, sim, sec Output is a list of CHROM, POS, mel, sim, sec, but a window average around that point """ entryDict = {} ## best to get this in a dict, since things are going to get looked up several times ...
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def epw_header(epw): """ Given an EPW, get the header """ with open(epw, "r") as f: header = f.readline().strip().split(",") return { "city": header[1], "state": header[2], "country": header[3], "source": header[4], "WMO": header[5], "lat": f...
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