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def conjugate_term(term: tuple) -> tuple: """Returns the sorted hermitian conjugate of the term.""" conj_term = [conjugate_field(field) for field in term] return tuple(sorted(conj_term))
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def create_notify_policy_if_not_exists(project, user, level=NotifyLevel.involved): """ Given a project and user, create notification policy for it. """ model_cls = apps.get_model("notifications", "NotifyPolicy") try: result = model_cls.objects.get_or_create(project=project, ...
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def parse_table(soup, start_gen, end_gen): """ - Finds the PKMN names in the soup object and puts them into a list. - Establishes a gen range. - Gets rid of repeated entries (formes, e.g. Deoxys) using an OrderedSet. - Joins the list with commas. - Handles both Nidorans having 'unmappable' chara...
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import torch def get_expert_parallel_src_rank(): """Calculate the global rank corresponding to a local rank zero in the expert parallel group.""" global_rank = torch.distributed.get_rank() local_world_size = get_expert_parallel_world_size() return (global_rank // local_world_size) * local_world_si...
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from typing import Dict from typing import Any from typing import Optional def _add_extra_kwargs( kwargs: Dict[str, Any], extra_kwargs: Optional[Dict[str, Any]] = None ) -> Dict[str, Any]: """ Safely add additional keyword arguments to an existing dictionary Parameters ---------- kwargs : dic...
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import random import math def Hiker(n,xLst,yLst,dist): """ Hiker is a function to generate lists of x and y coordinates of n steps for a random walk of n steps along with distance between the first and last point """ x0=0 y0=0 x=x0 y=y0 xLst[1] = x0 yLst[1] = y0 ...
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def extractdata(csvName='US_SP_Restructured.csv'): """ Parameters ---------- :string csvName: Name of csv file. e.g. 'US_SP_Restructured.csv' """ df = pd.read_csv(csvName) df['index'] = df.index # extract alternative specific variables cost = pd.melt(df, id_vars=['quest', 'index'], value_vars=['Ca...
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def has_field(entry: EntryType, field: str) -> bool: """Check if a given entry has non empty field""" return has_data(get_field(entry, field))
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import timeit import json import logging def generate_random_fires(fire_schemas, n=100): """ Given a list of fire product schemas (account, loan, derivative_cash_flow, security), generate random data and associated random relations (customer, issuer, collateral, etc.) TODO: add config to set numb...
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def open_file(app_id, file_name, mode): # type: (int, str, int) -> str """ Call to open_file. :param app_id: Application identifier. :param file_name: File name reference. :param mode: Open mode. :return: The real file name. """ return _COMPSs.open_file(app_id, file_name, mode)
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import logging def is_valid_network(name, ip_network, **kwargs): """Valid the format of an Ip network.""" if isinstance(ip_network, list): return all([ is_valid_network(name, item, **kwargs) for item in ip_network ]) try: netaddr.IPNetwork(ip_network) except Excepti...
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def correct_repeat_line(): """ Matches repeat spec above """ return "2|1|2|3|4|5|6|7"
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from typing import Tuple def get_byte_range_bounds(byte_range_str: str, total_size: int) -> Tuple[int, int]: """Return the start and end byte of a byte range string.""" byte_range_str = byte_range_str.replace("bytes=", "") segments = byte_range_str.split("-") start_byte = int(segments[0]) # chrome...
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def privmsg(recipient, s, prefix='', msg=None): """Returns a PRIVMSG to recipient with the message msg.""" if conf.supybot.protocols.irc.strictRfc(): assert (areReceivers(recipient)), repr(recipient) assert s, 's must not be empty.' if minisix.PY2 and isinstance(s, unicode): s = s.en...
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def char_decoding(value): """ Decode from 'UTF-8' string to unicode. :param value: :return: """ if isinstance(value, bytes): return value.decode('utf-8') # return directly if unicode or exc happens. return value
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def inv2(x: np.ndarray) -> np.ndarray: """矩阵求逆""" # np.matrix()废弃 return np.matrix(x).I
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def clean_remaining_artifacts(image): """ Method still on development. Use at own risk! Remove remaining artifacts from image :param image: Path to Image or 3D Matrix representing RGB image :return: Image """ img, *_ = __image__(image) blur = cv2.GaussianBlur(img, (3, 3), 0) # conve...
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def max_simple_dividers(a): """ :param a: число от 1 до 1000 :return: самый большой простой делитель числа """ return max(simple_dividers(a))
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def to_light_low_sat(img, new_dims, new_scale, interp_order=1 ): """ Turn an image into lightness Args: im : (H x W x K) ndarray new_dims : (height, width) tuple of new dimensions. new_scale : (min, max) tuple of new scale. interp_order : interpolation order, de...
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def get_slug_blacklist(lang=None, variant=None): """ Returns a list of KA slugs to skip when creating the channel. Combines the "global" slug blacklist that applies for all channels, and additional customization for specific languages or curriculum variants. """ SLUG_BLACKLIST = GLOBAL_SLUG_BLAC...
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def get_level_rise(station): """For a MonitoringStation object (station), returns a the rate of water level rise, specifically the average value over the last 2 days""" #Fetch data (if no data available, return None) times, values = fetch_measure_levels(station.measure_id, timedelta(days=2)) #O...
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def get_mask_indices(path): """Helper function to get raster mask for NYC Returns: list: returns list of tuples (row, column) that represent area of interest """ raster = tiff_to_array(path) indices = [] it = np.nditer(raster, flags=['multi_index']) while not it.finished: if i...
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def about(isin:str): """ Get company description. Parameters ---------- isin : str Desired company ISIN. ISIN must be of type EQUITY or BOND, see instrument_information() -> instrumentTypeKey Returns ------- TYPE Dict with description. """ params = {'isin': is...
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def aesEncrypt(message): """ Encrypts a message with a fresh key using AES-GCM. Returns: (key, ciphertext) """ key = get_random_bytes(symmetricKeySizeBytes) cipher = AES.new(key, AES.MODE_GCM) ctext, tag = cipher.encrypt_and_digest(message) # Concatenate (nonce, tag, ctext) and return ...
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from contextlib import suppress def pyro_nameserver(host=None, port=None, auto_clean=0, auto_start=False): """Runs a Pyro name server. The name server must be running in order to use distributed cameras with POCS. The name server should be start...
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import os import sys def _get_library_path() -> str: """Find library path for compiled IK fast libraries. Look for sub-package 'linux_so', or '.reach/third_party/ikfast/linux-so' Only supports Linux "so" file. Returns: Library path. """ if _is_running_on_google3: return "./" current_folder =...
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from pathlib import Path import os def view_img( stat_map_img, bg_img="MNI152", cut_coords=None, colorbar=True, title=None, threshold=1e-6, annotate=True, draw_cross=True, black_bg="auto", cmap=cm.cold_hot, symmetric_cmap=True, dim="auto", vmax=None, vmin=None, ...
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def getType(o): """There could be only return o.__class__.__name__""" if isinstance(o, LispObj): return o.type return o.__class__.__name__
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import shutil import os import subprocess def cr2_to_pgm( cr2_fname, pgm_fname=None, overwrite=True, *args, **kwargs): # pragma: no cover """ Convert CR2 file to PGM Converts a raw Canon CR2 file to a netpbm PGM file via `dcraw`. Assumes `dcraw` is installed on the system...
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def failed_revisions_for_case_study( case_study: CaseStudy, result_file_type: MetaReport ) -> tp.List[str]: """ Computes all revisions of this case study that have failed. Args: case_study: to work on result_file_type: report type of the result files Returns: a list of fail...
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def _removeTwoSentenceCommonNode(syncSrc1, syncSrc2, matchListT1, matchListT2, prefix): """ Identify and remove a node that appears to be in both of the target sentences, and is also a currently active link """ raise DeprecationWarning, "Now finding split points before individual pairs" # a usef...
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def bytes_load(path): """Load bytest from a file.""" with open(path, 'rb') as f: return f.read()
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def get_relationship_length_fam_mean(data): """Calculate mean length of relationship for families DataDef 43 Arguments: data - data frames to fulfill definiton id Modifies: Nothing Returns: added_members mean_relationship_length - mean relationship length of families """ families...
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def convert_hapmap(input_dataframe, recode=False, index_col=0): """ Specifically deals with hapmap and 23anMe Output """ complement = {'G/T': 'C/A', 'C/T': 'G/A', "G/A" : "G/A", "C/A": "C/A", "A/G" : "A/G", "A/C": "A/C"} dataframe = input_dataframe.copy() if recode: recode = data...
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def to_base64(message): """ Returns the base64 representation of a string or bytes. """ return b64encode(to_bytes(message)).decode('ascii')
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import traceback def create_alerts(): """ Function to create alerts. """ try: # validate post json data content = request.json print(content) if not content: raise ValueError("Empty value") if not 'timestamp' in content or not 'camera_id' in content or not 'c...
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import os def read_envs(): """Function will read in all environment variables into a dictionary :returns: Dictionary containing all environment variables or defaults :rtype: dict """ envs = {} envs['QUEUE_INIT_TIMEOUT'] = os.environ.get('QUEUE_INIT_TIMEOUT', '3600') envs['VALIDATION_TIMEOUT'] = os.environ.ge...
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import platform import os def get_platform(): """ Get system platform metadata. """ detected_os = platform.system() detected_distro = platform.platform() if detected_os == "Darwin": return PlatformDescription(detected_os=detected_os, detected_distro=dete...
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import numpy def load_catalog_npy(catalog_path): """ Load a numpy catalog (extension ".npy") @param catalog_path: str @return record array """ return numpy.load(catalog_path)
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def pgd(fname, n_gg=20, n_mm=20, n_kk=20, n_scale=1001): """ :param fname: data file name :param n_gg: outer iterations :param n_mm: intermediate iterations :param n_kk: inner iterations :param n_scale: number of discretized points, arbitrary :return: """ n_buses, Qmax, Qmin, Y, V_...
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def find_first_empty(rect): """ Scan a rectangle and find first open square @param {Array} rect Board layout (rectangle) @return {tuple} x & y coordinates of the leftmost top blank square """ return _find_first_empty_wrapped(len(rect[0]))(rect)
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import re def parseArticle(text: str) -> str: """ Parses and filters an article. It uses the `wikitextparser` and custom logic. """ # clear the image attachments and links text = re.sub("\[\[Податотека:.+\]\][ \n]", '', text) text = wikipedia.filtering.clearCurlyBrackets(text) # repl...
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import torch def exp2(input, *args, **kwargs): """ Computes the base two exponential function of ``input``. Examples:: >>> import torch >>> import treetensor.torch as ttorch >>> ttorch.exp2(ttorch.tensor([-4.0, -1.0, 0, 2.0, 4.8, 8.0])) tensor([6.2500e-02, 5.0000e-01, 1.0...
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def list_default_storage_policy_of_datastore( datastore, host=None, vcenter=None, username=None, password=None, protocol=None, port=None, verify_ssl=True, ): """ Returns a list of datastores assign the storage policies. datastore Name of the datastore to assign. ...
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import numpy def action_stats(env, md_action, cont_action): """ Get information on `env`'s action space. Parameters ---------- md_action : bool Whether the `env`'s action space is multidimensional. cont_action : bool Whether the `env`'s action space is continuous. Returns ------- n_actions_per_dim : list of len...
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def count(pred: Pred, seq: Seq) -> int: """ Count the number of occurrences in which predicate is true. """ pred = to_callable(pred) return sum(1 for x in seq if pred(x))
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def lambda_k(W, Z, k): """Coulomb function $\lambda_k$ as per Behrens et al. :param W: Total electron energy in units of its rest mass :param Z: Proton number of daughter :param k: absolute value of kappa """ #return 1. gammak = np.sqrt(k**2.0-(ALPHA*Z)**2.0) gamma1 = np.sqrt(1.-(ALPHA...
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import pprint import json def tryJsonOrPlain(text): """Return json formatted, if possible. Otherwise just return.""" try: return pprint.pformat( json.loads( text ), indent=1 ) except: return text
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import aiohttp import websockets import random def create_signaling(args): """ Create a signaling method based on command-line arguments. """ if args.signaling == "apprtc": if aiohttp is None or websockets is None: # pragma: no cover raise Exception("Please install aiohttp and web...
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def get_corpus_gene_adjacency(corpus_id): """Generate a nugget table.""" corpus = get_corpus(corpus_id) data = get_gene_adjacency(corpus) return jsonify(data), 200
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def get_pool_health(pool): """ Get ZFS list info. """ pool_name = pool.split()[0] pool_capacity = pool.split()[6] pool_health = pool.split()[9] return pool_name, pool_capacity, pool_health
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def resize_short(img, target_size): """ resize_short """ percent = float(target_size) / min(img.shape[0], img.shape[1]) resized_width = int(round(img.shape[1] * percent)) resized_height = int(round(img.shape[0] * percent)) resized_width = normwidth(resized_width) resized_height = normwidth(resi...
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def _scale(aesthetic, name=None, breaks=None, labels=None, limits=None, expand=None, na_value=None, guide=None, trans=None, **other): """ Create a scale (discrete or continuous) :param aesthetic The name of the aesthetic that this scale works with :param name The name of the ...
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def logsubexp(x, y): """ Helper function to compute the exponential of a difference between two numbers Computes: ``x + np.log1p(-np.exp(y-x))`` Parameters ---------- x, y : float or array_like Inputs """ if np.any(x < y): raise RuntimeError('cannot take log of nega...
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def is_sequence_of_list(items): """Verify that the sequence contains only items of type list. Parameters ---------- items : sequence The items. Returns ------- bool True if all items in the sequence are of type list. False otherwise. Examples -------- >...
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def sum_fib_dp(m, n): """ A dynamic programming version. """ if m > n: m, n = n, m large, small = 1, 0 # a running sum for Fibbo m ~ n + 1 running = 0 # dynamically update the two variables for i in range(n): large, small = large + small, large # note that (i + 1)...
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def fibo_dyn2(n): """ return the n-th fibonacci number """ if n < 2: return 1 else: a, b = 1, 1 for _ in range(1,n): a, b = b, a+b return b
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import time import math def build_all(box, request_list): """ box is [handle, left, top, bottom] \n request_list is the array about dic \n ****** Attention before running the function, you should be index. After build_all, function will close the windows about train tr...
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def select_results(results): """Select relevant images from results Selects most recent image for location, and results with positive fit index. """ # Select results with positive bestFitIndex results = [x for x in results['items'] if x['bestFitIndex'] > 0] # counter_dict schema: # counter...
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def dc_session(virtual_smoothie_env, monkeypatch): """ Mock session manager for deck calibation """ ses = endpoints.SessionManager() monkeypatch.setattr(endpoints, 'session', ses) return ses
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def is_available(_cache={}): """Return version tuple and None if OmnisciDB server is accessible or recent enough. Otherwise return None and the reason about unavailability. """ if not _cache: omnisci = next(global_omnisci_singleton) try: version = omnisci.version ...
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import copy def pitch_info_from_pitch_string(pitch_str: str) -> PitchInfo: """ Parse a pitch string representation. E.g. C#4, A#5, Gb8 """ parts = tuple((c for c in pitch_str)) size = len(parts) pitch_class = register = accidental = None if size == 1: (pitch_class,) = parts e...
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def determine_word_type(tag): """ Determines the word type by checking the tag returned by the nltk.pos_tag(arr[str]) function. Each word in the array is marked with a special tag which can be used to find the correct type of a word. A selection is given in the dictionaries. Args: tag : String tag from the nltk...
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def get_normalized_map_from_google(normalization_type, connection=None, n_header_lines=0): """ get normalized voci or titoli mapping from gdoc spreadsheets :param: normalization_type (t|v) :param: connection - (optional) a connection to the google account (singleton) :param: n_header_lines - (optio...
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import io def parse_file(fname, is_true=True): """Parse file to get labels.""" labels = [] with io.open(fname, "r", encoding="utf-8", errors="igore") as fin: for line in fin: label = line.strip().split()[0] if is_true: assert label[:9] == "__label__" ...
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from datetime import datetime import os import json def main(event, context): """ Args: package: Python Package to build and deploy return: execution_arn: ARN of the state machine execution that is building the package """ packages = get_config.get_packages() execution_arns =[] ...
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def make_mesh(object_name, object_colour=(0.25, 0.25, 0.25, 1.0), collection="Collection"): """ Create a mesh then return the object reference and the mesh object :param object_name: Name of the object :type object_name: str :param object_colour: RGBA colour of the object, defaults to a shade of g...
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import optparse def _OptionParser(): """Returns the options parser for run-bisect-perf-regression.py.""" usage = ('%prog [options] [-- chromium-options]\n' 'Used by a try bot to run the bisection script using the parameters' ' provided in the auto_bisect/bisect.cfg file.') parser = optpars...
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def calc_radiance(wavel, Temp): """ Calculate the blackbody radiance Parameters ---------- wavel: float or array wavelength (meters) Temp: float temperature (K) Returns ------- Llambda: float or arr monochromatic radiance (W/m^2/m/sr) ...
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import json import os def load_config(filename): """ Returns: dict """ config = json.load(open(filename, 'r')) # back-compat if 'csvFile' in config: config['modelCategoryFile'] = config['csvFile'] del config['csvFile'] required_files = ["prefix", "modelCategoryFil...
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def _JMS_to_Fierz_III_IV_V(C, qqqq): """From JMS to 4-quark Fierz basis for Classes III, IV and V. `qqqq` should be of the form 'sbuc', 'sdcc', 'ucuu' etc.""" #case dduu classIII = ['sbuc', 'sbcu', 'dbuc', 'dbcu', 'dsuc', 'dscu'] classVdduu = ['sbuu' , 'dbuu', 'dsuu', 'sbcc' , 'dbcc', 'dscc'] if...
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from typing import Any def get_parsed_args() -> Any: """Return Porcupine's arguments as returned by :func:`argparse.parse_args`.""" assert _parsed_args is not None return _parsed_args
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def get_license_description(license_code): """ Gets the description of the given license code. For example, license code '1002' results in 'Accessory Garage' :param license_code: The license code :return: The license description """ global _cached_license_desc return _cached_license_desc[lic...
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import pickle import getpass def db_keys_unlock(passphrase) -> bool: """Unlock secret key with pass phrase""" global _secretkeyfile try: with open(_secretkeyfile, "rb") as f: secretkey = pickle.load(f) if not secretkey["locked"]: print("Secret key file is already u...
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def list_domains(): """ Return a list of the salt_id names of all available Vagrant VMs on this host without regard to the path where they are defined. CLI Example: .. code-block:: bash salt '*' vagrant.list_domains --log-level=info The log shows information about all known Vagrant e...
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def get_old_options(cli, image): """ Returns Dockerfile values for CMD and Entrypoint """ return { 'cmd': dockerapi.inspect_config(cli, image, 'Cmd'), 'entrypoint': dockerapi.inspect_config(cli, image, 'Entrypoint'), }
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def line_crops_and_labels(iam: IAM, split: str): """Load IAM line labels and regions, and load line image crops.""" crops = [] labels = [] for filename in iam.form_filenames: if not iam.split_by_id[filename.stem] == split: continue image = util.read_image_pil(filename) ...
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def convert(chinese): """converts Chinese numbers to int in: string out: string """ numbers = {'零':0, '一':1, '二':2, '三':3, '四':4, '五':5, '六':6, '七':7, '八':8, '九':9, '壹':1, '贰':2, '叁':3, '肆':4, '伍':5, '陆':6, '柒':7, '捌':8, '玖':9, '两':2, '廿':20, '卅':30, '卌':40, '虚':50, '圆':60, '近':70, '枯':80, '无':90} ...
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def computeZvector(idata, hue, control, features_to_eval): """ :param all_data: dataframe :return: """ all_data = idata.copy() numerics = ['int16', 'int32', 'int64', 'float16', 'float32', 'float64'] m_indexes = list(all_data[hue].unique().astype('str')) query_one = "" for el in contr...
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def getjflag(job): """Returns flag if job in finished state""" return 1 if job['jobstatus'] in ('finished', 'failed', 'cancelled', 'closed') else 0
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import copy def json_parse(ddict): """ https://github.com/arita37/mlmodels/blob/dev/mlmodels/dataset/test_json/test_functions.json https://github.com/arita37/mlmodels/blob/dev/mlmodels/dataset/json/benchmark_timeseries/gluonts_m5.json "deepar": { "model_pars": { "model_...
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def read_viz_icons(style='icomoon', fname='infinity.png'): """ Read specific icon from specific style Parameters ---------- style : str Current icon style. Default is icomoon. fname : str Filename of icon. This should be found in folder HOME/.dipy/style/. Default is infinity...
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def mock_config_entry() -> MockConfigEntry: """Return the default mocked config entry.""" return MockConfigEntry( title="12345", domain=DOMAIN, data={CONF_API_KEY: "tskey-MOCK", CONF_SYSTEM_ID: 12345}, unique_id="12345", )
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import datasets def get_mnist_loader(batch_size, train, perm=0., Nparts=1, part=0, seed=0, taskid=0, pre_processed=True, **loader_kwargs): """Builds and returns Dataloader for MNIST and SVHN dataset.""" transform = transforms.Compose([ transforms.Grayscale(), transform...
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def read_data(filename): """ Reads orbital map file into a list """ data = [] f = open(filename, 'r') for line in f: data += line.strip().split('\n') f.close() return data
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from typing import Union def _form_factor_pipi( self, s: Union[float, npt.NDArray[np.float64]], imode: int = 1 ) -> Union[complex, npt.NDArray[np.complex128]]: """ Compute the pi-pi-V form factor. Parameters ---------- s: Union[float,npt.NDArray[np.float64] Square of the center-of-mas...
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import os def lecture(): """ lecture() Lee archivos "tmdb_5000_credits.csv" y "tmdb_5000_movies.csv" para luego transformarlos en pandas.DataFrame. Parameters ---------- None. Returns ------- credits, movies : [pandas.Data...
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import re import click def string_to_epoch(s): """ Convert argument string to epoch if possible If argument looks like int + s,h,md (ie, 30d), we'll pass as-is since pushshift can accept this. Per docs, pushshift supports: Epoch value or Integer + "s,m,h,d" (i.e. 30d for 30 days) :param s: ...
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import array def spline_filter(Iin, lmbda=5.0): """Smoothing spline (cubic) filtering of a rank-2 array. Filter an input data set, `Iin`, using a (cubic) smoothing spline of fall-off `lmbda`. """ intype = Iin.dtype.char hcol = array([1.0,4.0,1.0],'f')/6.0 if intype in ['F','D']: I...
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def _construct_aline_collections(alines, dtix=None): """construct arbitrary line collections Parameters ---------- alines : sequence sequences of segments, which are sequences of lines, which are sequences of two or more points ( date[time], price ) or (x,y) date[time] may be ...
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def is_mergeable(*ts_or_tsn): """Check if all objects(FermionTensor or FermionTensorNetwork) are part of the same FermionSpace """ if isinstance(ts_or_tsn, (FermionTensor, FermionTensorNetwork)): return True fs_lst = [] site_lst = [] for obj in ts_or_tsn: if isinstance(obj...
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import urllib import http def fetch_file(url, config): """ Fetch a file from a provider. """ # pylint: disable=fixme # FIXME: the handled checking should be in each handler module (possibly handle_file(parsed_url, # config) => bool) parsed_url = urllib.parse.urlparse(url) if parsed_...
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def query_for_account(account_rec, region): """ Performs the public ip query for the given account :param account: Account number to query :param session: Initial session :param region: Region to query :param ip_data: Initial list. Appended to and returned :return: update ip_data list """...
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from typing import List def filter_list_of_dicts(list_of_dicts: list, **filters) -> List[dict]: """Filter a list of dicts by any given key-value pair. Support simple logical operators like: '<,>,<=,>=,!'. Supports filtering by providing a list value i.e. openJobsCount=[0, 1, 2]. """ for key, val...
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def construct_pos_line(elem, coor, tags): """ Do the opposite of the parse_pos_line """ line = "{elem} {x:.10f} {y:.10f} {z:.10f} {tags}" return line.format(elem=elem, x=coor[0], y=coor[1], z=coor[2], tags=tags)
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def compute_pcs(predicts, labels, label_mapper, dataset): """ compute correctly predicted full spans. If cues and scopes are predicted jointly, convert cue labels to I/O labels depending on the annotation scheme for the considered dataset :param predicts: :param labels: :return: """ def ...
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def pentomino(): """ Main pentomino routine @return {string} solution as rectangles separated by a blank line """ return _stringify( _pent_wrapper1(tree_main_builder())(rect_gen_boards()))
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def do_login(request, username, password): """ Check credentials and log in """ if request.access.verify_user(username, password): request.response.headers.extend(remember(request, username)) return {"next": request.app_url()} else: return HTTPForbidden()
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from tokenize import Token import re def _interpolate(format1): """ Takes a format1 string and returns a list of 2-tuples of the form (boolean, string) where boolean says whether string should be evaled or not. from <http://lfw.org/python/Itpl.py> (public domain, Ka-Ping Yee) """ def ma...
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def approxIndex(iterable, item, threshold): """Same as the python index() function but with a threshold from wich values are considerated equal.""" for i, iterableItem in rev_enumerate(iterable): if abs(iterableItem - item) < threshold: return i return None
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