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import tempfile import zipfile def unzip_csar_to_tmp(zip_src): """ Unzip csar package to temp path :param zip_src: :return: """ dirpath = tempfile.mkdtemp() zip_ref = zipfile.ZipFile(zip_src, 'r') zip_ref.extractall(dirpath) return dirpath
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from typing import Callable from typing import Any from typing import List import inspect def get_parameters( f: Callable[..., Any], allow_args: bool = False, allow_kwargs: bool = False ) -> List[str]: """Get names of function parameters.""" params = inspect.getfullargspec(f) if not allow_args and par...
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def _convertCtypeArrayToList(listCtype): """Returns a normal list from a ctypes list.""" return listCtype[:]
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from typing import List def get_cost_vector(counts: dict) -> List[float]: """ This function simply gives values that represent how far away from our desired goal we are. Said desired goal is that we get as close to 0 counts for the states |00> and |11>, and as close to 50% of the total counts for |01> and...
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def default_copy(original_content): """Copy all fields of the original content object exactly as they are and return a new content object which is different only in its pk. NOTE: This will only work for very simple content objects. This will throw exceptions on one2one and m2m relationships. And it mig...
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def build_normalized_request_string(ts, nonce, http_method, host, port, request_path, ext): """Implements the notion of a normalized request string as described in http://tools.ietf.org/html/draft-ietf-oauth-v2-http-mac-02#section-3.2.1""" normalized_request_string = \ ts + '\n' + \ nonce +...
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def rivers_with_station(stations): """Given list of stations (MonitoringStation object), return the names of the rivers that are being monitored""" # Collect all the names of the rivers in a set to avoid duplicate entries rivers = {station.river for station in stations} # Return a list for conveni...
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import requests import json def pinterest_shares(url): """pinterest share count""" try: pinterest_url = 'http://api.pinterest.com/v1/urls/count.json?url=' \ + url response = requests.get(pinterest_url).text\ .replace('receiveCount(', '')\ ...
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import math def get_deltas(radians): """ gets delta x and y for any angle in radians """ dx = math.sin(radians) dy = -math.cos(radians) return dx, dy
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from typing import Dict def mrr(benchmark: Dict, results: Dict, repo: str) -> float: """ Calculate the MRR of the prediction for a repo. :param benchmark: dictionary with the real libraries from benchmark. :param results: dictionary with the predicted libraries. :param repo: full name of the repo....
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def hook_get_load_batch_query(table: str, start_index: int, end_index: int) -> str: """Returns the query that loads the BQ data. Here it's possible to filter just new customers or other customer groups. Args: table: A string representing the full path of the BQ table where th...
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def elf_segment_names(elf): """Return a hash of elf segment names, indexed by segment number.""" table = {} seg_names_sect = elf.find_section_named(".segment_names") if seg_names_sect is not None: names = seg_names_sect.get_strings()[1:] for i in range(len(names)): table[i...
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def line_line_closest_points(A1, C1, A2, C2): """ >>> print line_line_closest_points(Ux,Ux,Uy,Uy) (Vec( 0.000000, 0.000000, 0.000000 ), Vec( 0.000000, 0.000000, 0.000000 )) >>> print line_line_closest_points(Ux,Uy,Uy,Uz) (Vec( 0.000000, 1.000000, 0.000000 ), Vec( 0.000000, 1.000000, 1.000000 )) ...
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def segment_spectrum_batch(spectra_mat, w=50, dw=25): """ Segment multiple raman spectra into overlapping windows Args: spectra_mat (2D numpy array): array of input raman spectrum w (int, optional): length of window. Defaults to 50. dw (int, optional): step size. Defaults to 25. ...
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def readvar(fni,varname,latrange=[],prange=[]): """reads variable from netcdf object in varname fni is a Dataset variable""" tsv = fni.variables[varname] ts=tsv[:] # try: # ts = np.array(ts,dtype='float32')*float(tsv.scale_factor)+float(tsv.add_offset) # except AttributeError: # x=0 # dummy statement tr...
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def transform_url(private_urls): """ Transforms URL returned by removing the public/ (name of the local folder with all hugo html files) into "real" documentation links for Algolia :param private_urls: Array of file links in public/ to transform into doc links. :return new_private_urls: A list of do...
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import os import argparse def _dependent_globals(this_script, cwd=os.curdir): """Compute set of related globals that depend on this script's path.""" script_dir = os.path.dirname(this_script) # This script lives under 'build/rbe', so the path to the root is '../..'. default_project_root = os.path.rea...
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def cosine_similarity(intersection_num, all_items_num, first_set_len, second_set_len): """ Count cosine similarity based on intersection data :param intersection_num: len of intersection of two sets :param all_items_num: num of all items, for example, sum of views :param first_...
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import random def random_walk(graph, node, steps=8): """ Given a graph and a specific node within the graph, returns a node after steps random edge jumps :param graph: A networkx graph :param node: Any node within the graph :param steps: The number of steps within the random walk :return: A node within...
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from typing import List from typing import Any def get_last_key_from_integration_context_dict(feed_type: str, integration_context: List[Any] = []) -> \ str: """ To get last fetched key of feed from integration context. :param feed_type: Type of feed to get last fetched key. :param integration...
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import re def english_syllables(word): """Simple heuristic for the number of syllables in an English word. 91% agreement with CMUDict.""" pos = ["[aeiouy]+", "[^cgj]eo|[^cgst]ia|ii|[^cgstx]io|io$|[^g]iu|[^qg]ua|[^g]uo", "^mc|(s|th)ms?$", "[aeiouy]ing"] neg = ["[aeiouy]n?[^aeiouy]h?e$", "[aeiouy]([^aeiouyt...
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def parse_file(data_dict): """ takes the streptomedb dictionary and returns a list of lists with NPs which is easy to use data_dict: strep dictionary created with make_dict() """ key_list = [] for key in data_dict.keys(): key_list += [key] value_list = [] for value in d...
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import math def _parseSeconds(data): """ Formats a number of seconds into format HH:MM:SS.XXXX """ total_seconds = data.total_seconds() hours = math.floor(total_seconds / 3600) minutes = math.floor((total_seconds - hours * 3600) / 60) seconds = math.floor(total_seconds - hours * 3600 - min...
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import os import requests def check_exists(item, rest_url): """ Checks the existence of item in ES @param item: item to check @param rest_url: rest API endpoint @return: True if item exists """ ptype = "container" if item.startswith("job"): ptype = "job_spec" elif item.sta...
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from pathlib import Path def generate_filename(candidate: Path) -> Path: """Generate a filename which doesn't exist on the disk. This is not atomic.""" orig = candidate i = 0 while candidate.exists(): stem = orig.stem candidate = orig.with_stem(f"{stem}-{i}") i += 1 return...
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from typing import Optional def code_block(text: str, language: Optional[str]) -> str: """Formats text for discord message as code block""" return f"```{language or ''}\n" f"{text}" f"```"
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import os def get_last_bounce(data_file_name): """ Find the index of the last bounce and return it. """ if not os.path.exists(data_file_name): return None with open(data_file_name, 'r') as data_file: lines = data_file.readlines() if len(lines) == 0: return None ...
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def Fredkin_check(function): """Decorator to check the arguments of calling Fredkin gate. Arguments: function {} -- The tested function """ def wrapper(self, control_qubit): """Method to initialize Fredkin gate. Arguments: control_qubit {Qubit} -- Possible valu...
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def current_scopes(): """ init security setting :return: pending """ return []
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def urlsplit(url): """ Splits a URL like "https://example.com/a/b?c=d&e#f" into a tuple: ("https", ["example", "com"], ["a", "b"], ["c=d", "e"], "f") A trailing slash will result in a correspondingly empty final path component. """ split_on_anchor = url.split("#", 1) split_on_query = split_o...
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def rotate_key(element): """Returns a new key-value pair of the same size but with a different key.""" (key, value) = element return key[-1] + key[:-1], value
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import math def hypotenuse_length(leg_a, leg_b): """Find the length of a right triangle's hypotenuse :param leg_a: length of one leg of triangle :param leg_b: length of other leg of triangle :return: length of hypotenuse >>> hypotenuse_length(3, 4) 5 """ return math.sqrt(leg_a**2...
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def make_rowcol(string): """ Creates a rowcol function similar to the rowcol function of a view Arguments: string -- The string on which the rowcol function should hold Returns: A function similar to the rowcol function of a sublime text view """ rowlens = [len(x) + 1 for x in string.s...
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def commonPoints(lines): """ Given a list of lines, return dictionary - vertice -> count. Where count specifies how many lines share the vertex. """ count = {} for l in lines: for c in l.coords: count[c] = count.get(c, 0) + 1 return count
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import os def fullpath(path): """Expands ~ and returns an absolute path""" return os.path.abspath(os.path.expanduser(path))
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import os def add_meta_and_doc_file(test_name, json_name): """ create .meta/tests.toml .meta/config.json .docs/instructions.md (based on ../problem-specifications/exercises/[EXERCISE]/description.md) for test_name Not yet implemented. """ test_dir_name = os.pa...
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def isostring(dt): """Convert the datetime to ISO 8601 format with no microseconds. """ if dt: return dt.replace(microsecond=0).isoformat()
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import base64 def image_encoder(img_path): """Function to verify API status. Parameters ---------- img_path : str The path to the image to be encoded. Returns ------- encoded_img : str A UTF-8 string containing the encoded image. """ with open(img_pat...
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def inject_menu_items() -> dict: """Defines items of navbar""" return dict(menu_items=[ { 'title': '<i class="fa fa-home" aria-hidden="true"></i> Home', 'url': '/', 'function_name': 'home', 'children': None }, { 'title': '<i cla...
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def filenameDictForDataPacketType(dataPacketType): """ Return a dict of fileDescriptors for a given DataPacket type. """ foo = dataPacketType(None, None) return foo.filenames
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def git_origin_url(git_repo): # pylint: disable=redefined-outer-name """ A fixture to fetch the URL of the online hosting for this repository. Yields None if there is no origin defined for it, or if the target directory isn't even a git repository. """ if git_repo is None: return None ...
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from typing import Any def argument(*name_or_flags: Any, **kwargs: Any) -> tuple: """Convenience function to properly format arguments to pass to the subcommand decorator. """ return (list(name_or_flags), kwargs)
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import subprocess import numpy as np def get_free_gpu(): """Selects the gpu with the most free memory """ output = subprocess.Popen('nvidia-smi -q -d Memory |grep -A4 GPU|grep Free', stdout=subprocess.PIPE, shell=True).communicate()[0] output = output.decode("ascii") ...
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import os def read_file(filename): """Reading file from filesystem.""" result = '' # Checking if file exists if not os.path.isfile(filename): # If file does not exists, return suitable information return "file '" + filename + "' not found" else: # If ile exists open it. ...
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def special_len(tup): """ comparison function that will sort a document: (a) according to the number of segments (b) according to its longer segment """ doc = tup[0] if type(tup) is tuple else tup return (len(doc), len(max(doc, key=len)))
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import os def assemble_paths_list(): """Returns a list of paths to search for libraries and headers. """ PATHS = [ ("/usr/lib", "/usr/include"), ("/usr/lib64", "/usr/include"), ("/usr/X11/lib", "/usr/X11/include"), ("/usr/X11R6/lib", "/usr/X11R6/include"), ...
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def opener(wrapped, instance, args, kwargs): """ opener(yaml.load)("conf.yaml") opener(json.load)("conf.json") """ path = args[0] with open(path) as f: return wrapped(f)
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def make_header_lines(all_bits): """ Formats header lines """ lines = [] # Bit names bit_names = ["%d_%d" % (b[0], b[1]) for b in all_bits] bit_len = 6 for i in range(bit_len): line = "" for j in range(len(all_bits)): bstr = bit_names[j].ljust(bit_len).replac...
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def _pair_product(p, i, j): """Return product of counts of i and j from data.""" try: return sum(p[i].values())*sum(p[j].values()) except KeyError: return 0
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from typing import Optional def optional_arg_return(some_str: Optional[str]) -> Optional[int]: """Optional type in argument and return value.""" if not some_str: return None # OK # Mypy will infer the type of some_str to be str due to the check against None return len(some_str)
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import os def get_failure_report_path(sample_alignment, report_filename): """Returns full path to given report for ExperimentSampleToAlignment. """ return os.path.join(sample_alignment.get_model_data_dir(), report_filename)
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import cProfile import time import pstats def profile(fn): """ Profile the decorated function, storing the profile output in /tmp Inspired by https://speakerdeck.com/rwarren/a-brief-intro-to-profiling-in-python """ def profiled_fn(*args, **kwargs): filepath = "/tmp/%s.profile" % fn.__...
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import asyncio def _ensure_coroutine_function(func): """Return a coroutine function. func: either a coroutine function or a regular function Note a coroutine function is not a coroutine! """ if asyncio.iscoroutinefunction(func): return func else: async def coroutine_function(...
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import os def load_samples(sample_file_path): """Read in sample file, returning a flat list of all samples inside""" samples = [] print("Reading: {}".format(sample_file_path)) with open(os.path.abspath(sample_file_path), "r") as sample_file: for sample in sample_file: samples.appen...
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def interpolate_value(x, y, t): """Find the value of x: y(x) = t.""" if t > max(y) or t < min(y): raise RuntimeError("t outside of [%f, %f]" % (min(y), max(y))) for j in range(1, len(x)): x0 = x[j - 1] y0 = y[j - 1] x1 = x[j] y1 = y[j] if (y0 - t) * (y1 - ...
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def pwd(session, *_): """Prints the current directory""" print(session.env.pwd) return 0
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def percent_replies(user): """ description: en: Percent of comments that are replies. de: Prozent der Kommentare, die Antworten gibt. type: float valid: probability """ return sum(1 if c.get('parent_id', '') else 0 for c in user['comments'])/len(user['comments'])
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def list_roles(*args): """DEPRECATED: Use list""" return list(*args)
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def feature_list_and_dict(features): """ Assign numerical indices to a global list of features :param features: iterable of feature names :return: sorted list of features, dict mapping features to their indices """ feature_list = sorted(features) feature_dict = {feat:i for i, feat in enumera...
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def load_weights(network, filename): """ Loads a model’s weights filename is the path of the file that the model should be loaded from Returns: the loaded model """ network.load_weights(filename) return None
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def compute_St(data): """ Given a dataset, computes the variance matrix of its features. """ n_datapoints, n_features = data.shape # Computing the 'mean image'. A pixel at position (x,y) in this image is the # mean of all the pixels at position (x,y) of the images in the dataset. # This cor...
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def metamodel_to_swagger_type_converter(input_type): """ Converts API Metamodel type to their equivalent Swagger type. A tuple is returned. first value of tuple is main type. second value of tuple has 'format' information, if available. """ input_type = input_type.lower() if input_type == 'd...
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import os import glob def version_file_name(file_name): """ Versions file name with .v{i}. Returns new file name with latest i """ file_path = os.path.dirname(file_name) file_name = os.path.basename(file_name) files = glob.glob(os.path.join(file_path, file_name + '*')) def in_list(i, files): ...
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def is_instance(arg, types, allow_none=False): """ >>> is_instance(1, int) True >>> is_instance(3.5, float) True >>> is_instance('hello', str) True >>> is_instance([1, 2, 3], list) True >>> is_instance(1, (int, float)) True >>> is_instance(3.5, (int, float)) True ...
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def derivative_2nd(f,x,h): """function to calaculate 2nd derivative""" h = float(h) func=f(x) return (f(x+h)-(2*func)+(f(x-h)))/(h*h)
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def get_fire_mode(weapon): """Returns current fire mode for a weapon.""" return weapon['firemodes'][weapon['firemode']]
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def data_to_str(data, contents_ignore_fields, grab_only_fields): """ desc: recursively converts all data to a single concatenated string only works for strings, lists and dicts """ c = "" if type(data) == list: for d in data: c += " " + data_to_str(d, contents_ignore_fields, grab_only_fi...
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def depth_first_ordering(adjacency, root): """Compute depth-first ordering of connected vertices. Parameters ---------- adjacency : dict An adjacency dictionary. Each key represents a vertex and maps to a list of neighboring vertex keys. root : str The vertex from which to s...
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def encode_dxt1(image): """Encode a PIL Image into DXT1 (stored in bytearray).""" pixels = image.load() # you can access the colours in the image by indexing: # pixels[x, y] # => (red, green, blue) # for example, pixels[0, 0] returns (r, g, b) for the top-left pixel # for more info, see the ...
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from typing import List from typing import Tuple from textwrap import dedent def get_rt_object_to_complete_texts() -> List[Tuple[str, str]]: """Returns a list of tuples of riptable code object text with associated completion text.""" return [ ( dedent( '''Dataset({_k: list(...
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import token import requests def create_mirror(gitlab_repo, github_token, github_user): """Creates a push mirror of GitLab repository. For more details see: https://docs.gitlab.com/ee/user/project/repository/repository_mirroring.html#pushing-to-a-remote-repository-core Args: - gitlab_repo: Git...
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def genelist_mask(candidates, genelist, whitelist=True, split_on_dot=True): """Get a mask for genes on or off a list Parameters ---------- candidates : pd.Series Candidate genes (from matrix) genelist : pd.Series List of genes to filter against whitelist : bool, default True ...
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from datetime import datetime def writenow(): """Return utcnow() as ISO foramat string""" return datetime.isoformat(datetime.utcnow())
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def parse_releases(list): """ Parse releases from a MangaUpdate's search results page. Parameters ---------- list : BeautifulSoup BeautifulSoup object of the releases section of the search page. Returns ------- releases : list of dicts List of recent releases found by t...
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def read_data_with_ref(source_path, target_path, ref_path): """Read sentences and parallel sentence references.""" with open(source_path, "r", encoding="utf-8") as source_file,\ open(target_path, "r", encoding="utf-8") as target_file: source_lines = [l for l in source_file] targ...
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def _linkify(value): """create link format""" out = [] for link in value: out.append(','.join(list(link))) return '^'.join(out)
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import torch def get_packed_sequence_info(packed): """Get `batch_sizes` and `sorted_indices` of `PackedSequence`. Args: packed (object): Packed sequences. If it contains multiple `PackedSequence`s, then only one of them are sampled assuming that all of them have same `batch_si...
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def ouverture_image(largeur, hauteur): """ génère la balise ouvrante pour décrire une image SVG des dimensions indiquées. Les paramètres sont des entiers. Remarque : l’origine est en haut à gauche et l’axe des Y est orienté vers le bas. """ balise = "<svg xmlns='http://www.w3.org/2000/svg' v...
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def list_size_reducer(reduction_factor, your_list): """_summary_ Parameters: reduction_factor (int): _description_ your_list (list): _description_ Returns: reduced_list (_type_): _description_ """ # input type checking assert type(reduction_factor) == int, 'reduction_fact...
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import requests import json def request_data(url: str, where_clause: str = "1=1") -> dict: """ Requests data from the ArcGIS api and retuens the response in JSON format. """ params = { "referer": "https://www.mywebapp.com", "user-agent": "python-requests/2.9.1", "where": where...
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def Sqrt(x): """Square root function.""" return x ** 0.5
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def hello(friend_name): """Says 'Hello!' to a friend.""" return "Hello, {}!".format(friend_name.title())
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def _get_story_duration(story_tag): """ Return the sum of the text time and media time, or return None if not found """ try: metadata = story_tag.find('mosExternalMetadata') payload = metadata.find('mosPayload') except AttributeError: return 0 try: return float(p...
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def generate_image(model, landmark, e_vector, device): """ Generator generate image from landmark and e_vector Args: model(nn.Module) : Generator model which generate image from landmark and e_vector. landmark(tensor) : Landmark which type is torch.tensor. e_vector(tensor) ...
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import uuid def set_compose_session(request): """Initialize a new "compose" session. It is used to keep track of attachments defined with a new message. Each new message will be associated with a unique ID (in order to avoid conflicts between users). :param request: a Request object. :return...
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def CreateLessThanOrEqualRegex(number): """ Return a regular expression to test whether an integer less than or equal to 'number' is present in a given string. """ # In three parts, build a regular expression that match any numbers smaller # than 'number'. # For example, 78656 would give a regular expr...
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def allowed_attrs(attrs, new=False): """Only allow href, target, rel and title.""" allowed = [ (None, 'href'), (None, 'target'), (None, 'rel'), (None, 'title'), '_text', ] return dict((k, v) for k, v in attrs.items() if k in allowed)
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import subprocess def create_sparse_dmg(name, out_path): """Creates a sparseimage (auto resizing read/write image) with the specified volume name at out_path.""" print('Creating disk image (%s)...' % out_path) return subprocess.call([ 'hdiutil', 'create', '-volname', name, '-type', 'SPARSE', '-l...
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import requests import json def get_iam_token(oauth_token): """ Получение IAM-токена. @param oauth_token: OAuth-токен в сервисе Яндекс.OAuth @return: (str) - IAM-токен. """ url = 'https://iam.api.cloud.yandex.net/iam/v1/tokens' data = {'yandexPassportOauthToken': oauth_token} with requ...
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import requests def ack_url(url): """ 访问网页 返回页面信息""" headers = { "User-Agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.111 Safari/537.36"} response = requests.get(url=url, headers=headers) return response.text
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import curses def _alternative_left_right(term): """_alternative_left_right(T) -> dict Return dict of sequences ``term._cuf1``, and ``term._cub1``, valued as ``KEY_RIGHT``, ``KEY_LEFT`` when appropriate if available. some terminals report a different value for *kcuf1* than *cuf1*, but actually s...
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def gfMDS_make_cmd_string(info): """ Purpose: Construct the command line options string passed to the MDS C code. Usage: Author: PRI Date: May 2018 """ # create the input files string in_files = info["in_file_paths"][0] for in_file in info["in_file_paths"][1:]: in_files ...
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def get_initial_state(inp): """ return tuple of (terminals,initial assignments) where terminals is a dictionnay key = target and value is a list of start and end coordinates """ terminals = {} assignments = {} for row_ind in range(len(inp)): for col_ind in range(len(inp[row_ind]...
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def count_digit(value): """Count the number of digits in the number passed into this function""" digit_counter = 0 while value > 0: digit_counter = digit_counter + 1 value = value // 10 return digit_counter
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def prepare_service(data): """Prepare service for catalog endpoint Parameters: data (Union[str, dict]): Service ID or service definition Returns: Tuple[str, dict]: str is ID and dict is service Transform ``/v1/health/state/<state>``:: { "Node": "foobar", ...
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def func_1(x: float, a: float, b: float) -> float: """ Test function. """ return x + a + b
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import socket def get6addr(name): """Get IPv6 address for name. If necessary, an IPv4 over IPv6 address.""" try: addr = socket.getaddrinfo(name, 'domain', family=socket.AF_INET6) except socket.gaierror: addr = socket.getaddrinfo(name, 'domain') addr6 = '::ffff:' + addr[0][4][0] ...
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import os def update_fields(base_dict, fields_to_check, print_text, field_required, check_type): """ For a subset of fields in a dictionary, prompts the user to provide updated values. Parameters ---------- base_dict : Dictionary The fiducial dictionary we're updati...
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def get_sys_uptime(): """ :return: (uptime, idle) in seconds """ f = open("/proc/uptime") # %f(uptime) %f(idle) , all in seconds uptime = f.read() f.close() uptime, idle = uptime.split(" ") return float(uptime), float(idle)
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import json def parse_fio_output_file(fpath: str) -> dict: """ Read and parse json from fio json outputs """ lines = [] with open(fpath, 'r') as fiof: do_append = False for l in fiof: if l.startswith('{'): do_append = True if do_append: ...
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