content stringlengths 35 762k | sha1 stringlengths 40 40 | id int64 0 3.66M |
|---|---|---|
import os
def load_fragments(paths=None, exceptions=None):
"""
:type paths: list[str] | None
:type exceptions: list[tuple[str, Exception]] | None
"""
if not paths:
config = ChangelogConfig(CONFIG_PATH)
fragments_dir = os.path.join(CHANGELOG_DIR, config.notes_dir)
paths = [o... | 51271416b2ddc0c2306813145cfc5f49babac56e | 3,605,400 |
def getSheetContent(sheet):
"""
Returns two dimensional array of all non empty content of the given
sheet. Array contains string and double values.
"""
cursor = sheet.createCursor()
cursor.gotoStartOfUsedArea(False)
cursor.gotoEndOfUsedArea(True)
return [list(row) for row in cursor.getDa... | 9a77c7dadcdf5247f30fa3dc4fa87cc5683cfee2 | 3,605,401 |
def loaddata(data_filename):
"""load matrix data"""
data = np.genfromtxt(data_filename, delimiter='\t')
data_nm = data[1:,0] #wavelength in nm
data_time = data[0,1:]
data_z = data[1:, 1:]
return data_nm, data_time, data_z | 0d3747a0ac2438c21dc7146e872e2c7728781e13 | 3,605,402 |
import time
def get_meas(pix,nside=128):
""" Get the measurements for a particular healpix."""
# objid, ra, raerr, dec, decerr, mjd
t0 = time.time()
connection = pq.connect(user="dlquery",host="db01.datalab.noao.edu",
password="",port = "5432",database = "tapdb")
cur ... | 88e51f1c42da9511e86dd872bb3f262b02fe3c08 | 3,605,403 |
def generic_delete(cfg, request, *args, **kwargs):
"""
Support for rendering all delete object pages & processing submissions.
"""
Shared().request = request
# FIXME: access control using ViewSet code
# FIXME: as there is no delete page, merge in the process delete code directly into this functi... | e20e23ed16ccc2fad89b3950bcb71db645c3b1b3 | 3,605,404 |
import uuid
def plugin_poll(handle):
""" Extracts data from the sensor and returns it in a JSON document as a Python dict.
Available for poll mode only.
Args:
handle: handle returned by the plugin initialisation call
Returns:
returns a sensor reading in a JSON document, as a Python dic... | 735886b3c355f8a24593d0ab1dd8c6588118272d | 3,605,405 |
def sbas_nav_decode(dwrds: list) -> dict:
"""
Helper function to decode RXM-SFRBX dwrds for SBAS navigation data.
:param list dwrds: array of navigation data dwrds
:return: dict of navdata attributes
:rtype: dict
"""
return {"dwrds": dwrds} | 215d945ac939a817ae84fa08607b72e0c14a1cc9 | 3,605,406 |
def _sql(child, sql, returnresult=True, includefields=True):
"""Execute SQL statement in interactive mode.
"""
sql = sql.strip()
if '\n' in sql:
sql = ' '.join([line.strip() for line in sql.split('\n')])
if not sql.endswith(';'):
sql += ';'
child.sendline(sql)
i = child.expe... | 7a9ff1fa221c23e444d8d6189da3cd5a0927311f | 3,605,407 |
def qfunc(x, y):
"""Simple quantum function"""
qml.RX(x, wires=0)
qml.RX(y, wires=1)
qml.CNOT(wires=[0, 1])
return expval(qml.PauliZ(wires=1)) | d2f0f8c8e137da77a1c958cdb3c90bdf1bb91a92 | 3,605,408 |
def compute_overlaps_in_parallel( step ):
"""
Function used for the making the computation of overlaps parallel via python multiprocessing
"""
s_sd = step3.mapping.ovlp_mat_arb( sd_states_reindexed_sorted[step], sd_states_reindexed_sorted[step], S_ks[0][step], use_minimal=False )
s_sd = data_co... | 0afd7950efcb7a60e4f7bfd3b57c9baea84fbc8f | 3,605,409 |
def scanmeta(fstype, device):
"""Returns command for scanning metadata.
Clonemeta1 will be tried first replacing target with '/dev/null'.
"""
tup = _FILESYSTEMS[fstype]
cmd = clonemeta1(fstype, device, '/dev/null')
if cmd: return cmd
cmd = tup[2]
if cmd:
return list(cmd) + [dev... | 937f6e8bbd5cf9feec9d2439564514afed90dd8e | 3,605,410 |
def page_templates_loading_check(app_configs, **kwargs):
""" Check if any page template can't be loaded. """
errors = []
for page_template in settings.get_page_templates():
try:
loader.get_template(page_template[0])
except template.TemplateDoesNotExist:
errors.append... | 7dd30b7192d848ff6e6419ee0299676d31235f57 | 3,605,411 |
def constant(step, total_train_steps, value=1.0):
"""Constant learning rate (multiplier).
Args:
step: a tf.Scalar
total_train_steps: a number
value: a number or tf.Scalar
Returns:
a tf.Scalar, the learning rate for the step.
"""
del step, total_train_steps
return value | 53285310764c8d627ae366b2ec8e5ff98339e612 | 3,605,412 |
from typing import Any
from typing import Union
from datetime import datetime
from typing import Optional
from typing import Dict
def filter_traces_attribute_in_timeframe(log: EventLog, attribute: str, attribute_value: Any, dt1: Union[str, datetime.datetime], dt2: Union[str, datetime.datetime], parameters: Optional[D... | cdbfda0d075514870996f7d080227231fd56f5ca | 3,605,413 |
import random
def normal113(startt,endt,money,first,second,third,forth,fifth,sixth,seventh,ff1,ff2,mm1,mm2):
"""
for source and destination id generation
"""
"""
for type of banking work,label of fraud and type of fraud
"""
idvariz=random.choice(mm1)
idgirande... | d584f61556bf04c92b87ed1935d5e841e95126b5 | 3,605,414 |
def ww_sim(word, mat, topn=10):
"""find topn most similar words to word"""
indx = tok2indx[word]
# check type of 'mat'
if isinstance(mat, sparse.csr_matrix):
v1 = mat.getrow(indx)
else:
print("not sparse")
v1 = mat[indx:indx+1, :]
# using sklearn cosine similari... | 5242b9282b0699a764606c8491031009c14e30d7 | 3,605,415 |
def encriptar(frase: str, clave: str, s: str = "02468") -> str:
"""Función que encripta una frase.
:param frase: Frase a encriptar.
:type frase: str
:param clave: Clave de encriptación.
:type clave: str
:param s: Símbolo de sustitución.
:type s: str
:return: Frase encriptada.
:r... | 1e1a4e3369180418184411b4c74fa468976ff872 | 3,605,416 |
def detach_user(current_user: User, target_user: User, user_group: UserGroup) -> UserGroup:
"""
Remove a user from a user group.
:param current_user:
:param target_user:
:param user_group:
:return:
"""
if target_user is current_user or is_user_group_admin(current_user, user_group):
... | e191516409e72eb4160e67b2feecf89c08b3967d | 3,605,417 |
import os
def DetectIpView(request, secret=None):
"""
Put the IP address (can be v4 or v6) of the client requesting this view
into the client's session.
:param request: django request object
:param secret: session key used to find the correct session w/o session cookie
:return: HttpResponse o... | 926862a1c93da8bfc8efe6bd1f3a0599c94f0afd | 3,605,418 |
import random
def data_circle(num_samples, noise):
"""
Generates the two circles dataset with the given number of samples and noise
:param num_samples: total number of samples
:param noise: noise percentage (0 .. 50)
:return: None
https://github.com/hyounesy/TFPlaygroundPSA/blob/master/src/da... | 4d0ac091382bd76677207e23d422bf5fab8dfd9f | 3,605,419 |
def argmax_2d(a):
"""Return the tuple (i, j) where a[i, j] = a.max()"""
return np.unravel_index(np.argmax(a), a.shape) | c969d856b1e6482086ece5bda19476c546238399 | 3,605,420 |
from typing import Optional
def _reverse_cumsum(
x: np.ndarray, axis: Optional[int] = None
) -> np.ndarray: # pragma: no cover
""" (x0, x1, x2) -> (x0, x0 + x1, x0 + x1 + x2)"""
if axis is None:
axis = 0
return np.flip(np.cumsum(np.flip(x, axis=axis), axis=axis), axis=axis) | 370facbca5bb5cd5e4d9d329af0aed941498dda8 | 3,605,421 |
import hashlib
def prepareMessage(
message: bytes,
q: int,
hashFunction: callable = hashlib.sha256
) -> int:
"""Processes the message before signing or verifying according to FIPS 186-4.
The procedure works as follows:
1) compute zLength = min(N, outlen),
where outlen is the l... | c275455dfddaecb2480ed9c990b61804871cdb73 | 3,605,422 |
def fetch_ground_energy(bond_length):
"""Fetches exact ground state energy given the bond length.
Args:
=====
bond_length : float
Bond length for fetching correct ground state energy
Returns:
========
exact_energy : float
Exact ground state energy
"""
exact_energy =... | e90657846d2973bdf9c8bb7cc6607f3f139dc008 | 3,605,423 |
import requests
from bs4 import BeautifulSoup
def grab_record(match_id):
"""
根据比赛的id爬取比赛的文字实录
:param match_id: 比赛的id
:return: list -> Record类型的列表
"""
# 首先定义一个时间转换函数
def translate_time(time_to_end):
time = 0
if ':' in time_to_end:
time = int(time_to_end.split(':... | fcfeb871f5d801db2267aa607b8e3f57593dc501 | 3,605,424 |
def selfsigned_certificate_for_key(
key,
subject={},
serial_number=1,
digest="sha256",
length=None,
file_name=None
):
"""
Creates self-signed certificate for a given key
Args:
- key: Key to create and sign the certificate.
... | 0562f13a602acbd49ea99617696e4cb5d56e8b2d | 3,605,425 |
def unconfirmed() -> str:
"""Unconfirmed email route.
:return: Rendered auth/unconfirmed template.
"""
return render_template("auth/unconfirmed.html") | 0656df3a95447a940ae53ae685922441732b8094 | 3,605,426 |
def predict(test_img):
"""
purpose:
to leverage the recognizers to detect and identify the people
whose faces are present in the uploaded image
args:
img - the image on which the label has to be added
text - the label of the identified person
x,y - the co-ordinates of the starting point for the... | 9c1793176ae981640a688dcb21af5d4b987efb0a | 3,605,427 |
def shape(x):
"""Get a list of integers representing this tensor's shape"""
if get_backend() == "pytorch":
return [s for s in x.shape]
else:
return [s for s in x.shape] | 5bd451d21a101992f1c4dde4f56c6d5854463eb2 | 3,605,428 |
def ssh(uuid, cook_url=None, env=None, flags=None):
"""Invokes the ssh subcommand"""
args = f'ssh {uuid}'
cp = cli(args, cook_url, flags=flags, env=env)
return cp | 99e7a4cb8f77da06ac6fb9b7bc5e570bb8395685 | 3,605,429 |
def set_image(images, row, issues, pre, overrides={}, verbose=False):
"""
Update an image based on known issues.
Given an image, image metadata, and a set of known issues, determine if any
of the known issues apply to the image in question and, if they do, make
the appropriate edits to the imag... | fae11f006dc93abdc0b04dc0aaf09c2ce4642450 | 3,605,430 |
def charvectorize(word, lower=True, setsize=128):
"""
Convert a word (sequence of characters) to a n-vector of length setsize, using one-hot encoding
:param word: Word to vectorize
:param lower: Render word lowercase first before vectorizing
:param setsize: Size of character set
:return:
>>>... | 34678377645e5bb873e7947edfb7900f67713ced | 3,605,431 |
def get_downloader(start_date,
end_date,):
"""returns a downloader closure for iex cloud
:param start_date: the first day on which dat are downloaded
:param end_date: the last day on which data are downloaded
:type start_date: str in format YYYY-MM-DD
:type end_date: str in format YYY... | 3264da4d2f5309855830655f6ac4bcf31d8b5661 | 3,605,432 |
def filter_lines(filter_cmd, lines, attrs={}):
"""
Run 'lines' through the 'filter_cmd' shell command and return the result.
The 'attrs' dictionary contains additional filter attributes.
"""
def findfilter(name,dir,filter):
"""Find filter file 'fname' with style name 'name' in directory
... | 03c3cf2b49ba2785bcb8429091af5074d8caa136 | 3,605,433 |
def SPL(p):
"""Convert sound pressure to sound pressure level.
Uses the standard reference value for airborne acoustics: 20 µPa.
Note that the input is the pressure amplitude, not the RMS value.
Parameters
----------
p : numeric, complex
The complex sound pressure amplitude.
Retur... | 5ddcca44ab619aee04b55a98fb88ec957d451f7c | 3,605,434 |
import os
import errno
def makedirs(path, *paths):
"""Join one or more path components, make that directory path (using the
default mode 0o0777), and return the full path.
Raise OSError if it can't achieve the result (e.g. the containing directory
is readonly or the path contains a file); not if the ... | 2645f2cc3b7503da95898c3b6dbb991c8ee24aa4 | 3,605,435 |
def compute_variants(linelist, anyonarray):
"""
Variant construction
"""
print('generating_variants ...')
# generate variants of the poem
df = pd.DataFrame(anyonarray)
allpoemsidx = []
allpoems = []
allidx = []
nvariants = 0
for i in range(len(linelist)):
... | 15931e3b39b39d012bb5bbe21ce371ed40510928 | 3,605,436 |
from itertools import islice
import os
def chooseData():
""" choose a file and show its content """
# tools.localization()
file_name = ''
data_name = ''
data_path = ''
dirs = os.listdir(app.config['UPLOAD_DIR'])
if request.method == 'POST':
file_name = request.form['submit']
... | ca87fff5f4a4adf62c2cb6ccfc13e494a4fa7456 | 3,605,437 |
def boyer_moore_preprocessing(pattern, alphabet_size=4):
"""
Bad character rule used by Boyer-Moore algorithm:
For each character x in the alphabet, let R(x) be the position of right-most occurrence of character x in P.
R(x) is defined to be zero if x does not occur in P.
"""
R = [0] * alphabet_... | 1d70891cfe0f0f55579c7a9349fb24d6954379fd | 3,605,438 |
def get_basic_pm(transpiler_config: TranspileConfig, level: int = 0) -> PassManager:
""" Get a pre-populated PassManager from the native Qiskit implementation.
Args:
transpiler_config (TranspileConfig): Configuration used to generate the
tailored PassManager.
level (int): Optional. ... | 47d2dc6bc183192c686dbf68c484e7233bb3dea2 | 3,605,439 |
import os
def unzip_file(src, target, clean=False, overwrite=False):
"""
unzip_file: str str bool -> str AND Effect
---------------------------------------------------------------
Unzips the specified source file [src] if it is a zip file to a
target directory or file [target]. Retu... | 7257661a758ff1bb5a982338e6b08e708d4a3d94 | 3,605,440 |
def max_consecutive_sum(array):
"""
given an array of numbers (positive, negative, or 0)
return the maximum sum of consecutive numbers
"""
max_value = max(array)
running_sum = 0
for num in array:
if running_sum < 0:
running_sum = 0
running_sum += num
if ru... | 32e7322f8936f8399ec2ebe0702dbb10332cb529 | 3,605,441 |
import argparse
def parse_outputs_option(outputs):
"""Parse value from CLI and validate all outputs are valid.
Args:
outputs (str): value gotten from CLI, e.g. "dots,excel".
Returns:
set: set of all parsed output handlers.
"""
if not outputs:
return None
requested_ha... | 1c7b9b92c1208b382699d515ff6bc250233c0e1b | 3,605,442 |
def _feature_importances(clf, FEATURES):
""" finds and prints feature importances for given clf """
if hasattr(clf, "feature_importances_"):
results = {}
params = zip(FEATURES, clf.feature_importances_)
for param, importance in sorted(params, key=lambda x: x[1], reverse=True):
... | 96e218ec60c0a780624524187274a6a7e1ea61a7 | 3,605,443 |
from HHFtools.htccorrelations.seidertate import htc as htc_seidertate
from HHFtools.htccorrelations.berglesrohsenow import get_T_onb
from HHFtools.htccorrelations.berglesrohsenow import htc as htc_berglesrohsenow
from HHFtools.htccorrelations.tong75 import get_wchf as wchf_tong75
def htc(water,
geometry,
... | 39478c381aa0ae81951b487d821e2743aaadb338 | 3,605,444 |
import os
def estimateDG(parameters, cleanupClusterCentersAtStart=False):
"""
Estimates the absolute binding free energy using the parameters in the Parameters object.
It copies the trajectory files from "folderWithTraj" into the current folder makes a certain number of iterations
Docume... | e7dbb65b896bbf860e1f4af116c4418e3094dd8c | 3,605,445 |
from datetime import datetime
async def middleware(request: Request, call_next):
"""
Middleware is used to do tasks which are common to every API route
request -> middleware -> actual api route -> response -> middleware -> modified response
:param request: request to the API Server
:param call_n... | edb580a71325ff0e41d14018a57b91b677329f8b | 3,605,446 |
import os
import fnmatch
from pathlib import PurePosixPath
def upload_files(client, source, destination, relative_directory):
#exclude_files=[],
#process_file=None,
#process_directory=None,
#process_conflict=False,
#chunk_size=CHUNK_SIZE,
#process_chunk=None,
#timeout=None):
""" Upload... | a241b7c77583efaf5c9c0d927feb04549babc842 | 3,605,447 |
def policy_defaults_to_floatx():
"""Returns True if `global_policy()` will use the current value of floatx."""
return _global_policy is None and base_layer_utils.v2_dtype_behavior_enabled() | 67237570b87ef78eb3e8a27fdecfef144835092c | 3,605,448 |
import signal
import subprocess
def run_process(process_arg_list, on_interrupt=None, working_dir=None):
"""
This runs a process using subprocess python module but handles SIGINT
properly. In case we received SIGINT (Ctrl+C) we will send a SIGTERM to
terminate the subprocess and call the supplied callb... | 75b53dc2b877791f37eb6f01669ea58a423a17e0 | 3,605,449 |
import os
import logging
import sys
def set_up_logger(output_full_prefix: str, logging_level: str):
"""
Set up the logger for this utility.
:param output_full_prefix: Full prefix to use for output files
:param logging_level: Level of verbosity of logging object.
:return: Returns the full path to... | 5e294d547ce072215ef80b7eb93ed3d1cc9a7a4a | 3,605,450 |
def _mask_for_bits(i):
"""Generate a mask to grab `i` bits from an int value."""
return (1 << i) - 1 | 53fc285225632cce34a74536a085cfe0af10300a | 3,605,451 |
def getCurrentPackageDate(fileaddress):
"""Reads a given file and extracts the current dating of the linkkidata-package"""
#setFile = reader(fileaddress) #Commented out for now
#TODO: handle the setting file reading
currentPackageDate = "3.9.2015"
return currentPackageDate | 9526abcdcd78f498b3192b0454ff574a37bdef8e | 3,605,452 |
def is_column_based(fname, sep='\t', skip=0, is_multi_byte=False):
"""
Checks whether the file is column based with respect to a separator
(defaults to tab separator).
>>> fname = get_test_fname('test.gff')
>>> is_column_based(fname)
True
>>> fname = get_test_fname('test_tab.bed')
>>> i... | e88202cbe67703b63d1d7598946938a96da1fd8a | 3,605,453 |
import urllib
def _quote(s, encoding='utf-8'):
"""
Url quote as str.
>>> _quote('http://example/test?a=1+')
'http%3A//example/test%3Fa%3D1%2B'
>>> _quote(u"hello world!")
'hello%20world%21'
>>> _quote('http://example/s=中文')
'http%3A//example/s%3D%E4%B8%AD%E6%96%87'
"""
if isin... | 60ca1f098e0fb7359ef4a83badb2cc665e1803b4 | 3,605,454 |
def merge_idxs(src_idxs, dest_idxs):
"""Return source and destination index arrays, built up from
smaller index arrays and combined in order of ascending source
index (to allow us to convert src indices to a slice in some cases).
"""
assert(len(src_idxs) == len(dest_idxs))
# filter out any zero... | 0c53dc55619ddf60eb1648c8e213d0c275cc806a | 3,605,455 |
import random
def random_int(min_num=1, max_num=200):
"""
return an int inclusively between min_nim and max_num
:param min_num:
:param max_num:
:return: {int} a number
"""
return random.randint(min_num, max_num) | 0c481f889f4a40e8a72a1efa44244e113f395168 | 3,605,456 |
import ctypes
def read_dSdm(file_path, bdio_path='./libbdio.so', **kwargs):
""" Extract dSdm data from a bdio file and return it as a dictionary
The dictionary can be accessed with a tuple consisting of (type, kappa)
read_dSdm requires bdio to be compiled into a shared library. This can be achieved by
... | b13608eec0fa0d61284a87ce6b531be04e873b01 | 3,605,457 |
import os
import codecs
import json
def build_from_path(hparams, input_dirs, out_dir, mel_dir, linear_dir, pitch_dir, wav_dir, pinyin_symbols, n_jobs=12, tqdm=lambda x: x):
"""
Preprocesses the speech dataset from a gven input path to given output directories
Args:
- hparams: hyper parameters
- input_dir: inp... | fe40a687e6381dfad7a20cb8548c01732ccf197c | 3,605,458 |
import os
import sys
def gettestfiles(testdir=None, randomizer=None):
"""Get all test files from the passed test directory. If none is
passed, use the default sdl test directory.
"""
if not testdir:
testdir = os.path.dirname(__file__)
if testdir not in sys.path:
sys.path.append(tes... | 64383d657f074f22d9193e49e3838ee6f4a8c290 | 3,605,459 |
from typing import Iterable
from typing import BinaryIO
def _plot(predictions: Iterable[BinaryIO]):
"""Plots predictions from a file.
Parameters
----------
predictions
Files containing predictions.
"""
return plot(predictions) | f52e2190273aa88558f5de654215853305e8f1c3 | 3,605,460 |
def get_train_sentences(vocabulary_size):
"""Get training sentences with word to index map and vice versa."""
sent1_train_indices, sent2_train_indices, word_to_index, index_to_word, label_train = get_train_data(
vocabulary_size)
all_sentences = []
all_sentences.extend(sent1_train_indices)
al... | 3748e2257a9a661cfeb25f74304210861da36292 | 3,605,461 |
from io import StringIO
def extract_pandas_data_frames(remote_data):
"""
Skip convertin datetime related columns to datetime, cause pandas in case
of all parsed rows is convertin type o column to datetime64 even
dateparse returns datetime. If try to convert datetime64 to datetime
using x.astype(da... | 05a0bb33896cc98e4b18599803928ab429efb966 | 3,605,462 |
import ipaddress
import anyio
def main(**kwargs):
"""Console script for naps."""
network = ipaddress.ip_network(kwargs["network"])
anyio.run(schedule, network, kwargs["port_range_start"], kwargs["port_range_end"] + 1)
return 0 | 901103a4b2e628598e12e2e9db34d3ae9cc568c9 | 3,605,463 |
def normalize_prefix(prefix):
"""
Removes slashes from a URL path prefix.
:param str prefix:
:rtype: str
"""
if prefix and prefix.startswith("/"):
prefix = prefix[1:]
if prefix and prefix.endswith("/"):
prefix = prefix[:-1]
return prefix | 0db359f10fa213bf638fa3fca5bd58c530faf788 | 3,605,464 |
def hdf_file_path(tmpdir, test_data_dir):
"""This file contains the following:
Object Tree:
/ (RootGroup) ''
/cause (Group) ''
/population (Group) ''
/population/age_bins (Group) ''
/population/age_bins/table (Table(23,), shuffle, zlib(9)) ''
/population/structure... | bd68581f3174a80abaeef408ca844b9fbb6f7889 | 3,605,465 |
def capture(*args, **kwds) -> str:
"""\
Like `rich.console.Console.print`, but renders to a string.
Yes, this is confusing because we already had `render_to_string`, which does
something different -- I _think_ it's useful for intermediate renders that
will eventually be given to `rich.console.Conso... | dbd0e7e3eb8923a8670b4d2f4496b92b6359d79a | 3,605,466 |
from datetime import datetime
def upgrade_trial(request):
"""
View that handles upgrading from a Free account to a Trial account.
"""
userprofile = request.user.userprofile
if userprofile.account_level.level == 'Paid':
messages.error(request, 'You already have a Paid account.')
... | 43ed366ecc9ce11abb6ebdab8a092c148042f446 | 3,605,467 |
def stitch_image(mat1, mat2, overlap, side, wei_mat1=None, wei_mat2=None,
norm=True, total_width=None):
"""
Stitch projection images or sinogram images using a linear ramp.
Parameters
----------
mat1 : array_like
2D array. Projection image or sinogram image.
mat2 : arr... | 2bb65f533c9e2288f1632721a627491eacaf5e1e | 3,605,468 |
def skeleton_binary(image, kernel=None, n=None):
"""
This operation reduces the foreground regions in a binary image
to a skeletal remnant that largely preserves the extent and
connectivity of the original region while throwing away most of
the original foreground pixels.
https://homepages.... | e109469e249e40323203627ee6b24e96900aaff8 | 3,605,469 |
def predict_factor(h_abs, h_abs_old, error_norm, error_norm_old, prec):
"""Predict by which factor to increase/decrease the step size.
The algorithm is described in [1]_.
Parameters
----------
h_abs, h_abs_old : float
Current and previous values of the step size, `h_abs_old` can be None
... | 1b7ff5987fce3b9c03a3a88e1c192d9989a32358 | 3,605,470 |
def getRealPythonOrder()->str:
"""获取非虚拟环境的Python命令"""
obj = getEnvXmlObj()
node = obj.get_xpath_node('real/python3')
return node.text | 60a6a86525428f34223bc43e32e7f0f037a50107 | 3,605,471 |
from tensorflow.python.framework.graph_util import convert_variables_to_constants
def freeze_session(session, keep_var_names=None, output_names=None, clear_devices=True):
"""
Freezes the state of a session into a pruned computation graph.
Creates a new computation graph where variable nodes are replaced ... | 00b2b63d7b2aa59d91f225d0257adbbebde182b5 | 3,605,472 |
from pm4py.statistics.ocel import objects_ot_count
from typing import Dict
def ocel_objects_ot_count(ocel: OCEL) -> Dict[str, Dict[str, int]]:
"""
Counts for each event the number of related objects per type
Parameters
-------------------
ocel
Object-centric Event log
parameters
... | 6209e230dd688aa82e862c0b92e57037aaaa2d71 | 3,605,473 |
def apply_argmax(array, argmax, axis):
"""Apply precomputed argmax indices in multi dimension arrays
array[np.argmax(array)] works fine in dimension 1, but not in higher ones.
This function extends it to higher dimensions.
Examples
--------
>>> import cupy
>>> array = cupy.random.randn(10,... | 7d6168a4f610283b7b442c5b6e6a9c7f6a7e9089 | 3,605,474 |
def checkIfDuplicates_2(listOfElems):
""" Check if given list contains any duplicates """
setOfElems = set()
for elem in listOfElems:
if elem in setOfElems:
return True
else:
setOfElems.add(elem)
return False | a7d9f322faefa4b0b0191ca96097bbf38c61ee3d | 3,605,475 |
import sys
import traceback
import os
def perform(input_image_source, log_level='info', output_file_prefix=None, skip_gaia_alignment=False):
"""Main calling subroutine
Parameters
----------
input_image_source : str
Search pattern to be used to identify images to process or the name of a text ... | d2fda93f8c6738e47ca01cc6fcaeb3aeca671664 | 3,605,476 |
def get_gpus():
"""List of NVIDIA GPUs
"""
return _GPUS | c537c5cbb36d1d9e4df6450d2686423781397a61 | 3,605,477 |
from datetime import datetime
def raw_to_session(timestamp):
""" :param timestamp: <float> from time.time() output
:return string in YYYYMMDDHHmmSS format"""
t = datetime.utcfromtimestamp(timestamp)
return t.strftime(SYNERGY_SESSION_PATTERN) | bf04ea331f7878b01c8adc2de48aaa48cbfd33b3 | 3,605,478 |
def gtex_position_translate(ens_gene_id,gtex_variants,tss,promoter_start,promoter_end,strand,promoter_before_tss,promoter_after_tss):
"""
Convert the GTEx data genome positions to those which can be mapped into the final figure.
Reduce to those that are within range of the promoter before/after tss.
"""... | 3f4c9de586975b788e38599793209700a5569708 | 3,605,479 |
def output_addresses(df, file_out):
"""
"""
addresses = get_addresses(df)
with open(file_out, 'w') as output:
for address in addresses:
output.write(address + '\n')
return addresses | f15c0937e30e7bb76477e31d77da6c7fe7de1f4b | 3,605,480 |
def qn(tag):
"""
qn is short for *qualified name*. Return fully qualified (Clark notation)
tagname corresponding to short-form prefixed tagname *tag*.
"""
prefix, tagroot = tag.split(':')
uri = nsmap[prefix]
return '{%s}%s' % (uri, tagroot) | dbb09c62fb64118f10a84fe3cc6cdcfba9308c5a | 3,605,481 |
def flow_to_image(flow):
"""
Convert flow into middlebury color code image
:param flow: optical flow map
:return: optical flow image in middlebury color
"""
u = flow[:, :, 0]
v = flow[:, :, 1]
maxu = -999.
maxv = -999.
minu = 999.
minv = 999.
idxUnknow = (abs(u) > UNKNO... | 70ce644fb34af309cbf4498cb5f3eaa134409a9f | 3,605,482 |
import platform
def is_windows():
"""
Check and return if running platform is Windows.
Arguments:
None
Returns:
bool
"""
return any(platform.win32_ver()) | 4c166c57d96c84bafa6750327b7481be584129e8 | 3,605,483 |
def riemann_metric(Y, laplacian, n_dim=None, invert_h=False, mode_inv = 'svd'):
"""
Parameters
----------
Y: array-like, shape = (n_samples, mdimY )
The embedding coordinates of the points
laplacian: array-like, shape = (n_samples, n_samples)
The Laplacian of the data. It is recommen... | d7eb4e013d22dd23436f56e2270162acf3934efb | 3,605,484 |
def mk_co_eclip (lambda_str, beta_str,equinox=''):
"""
Create a coordinate in the Ecliptic coordinate system. By default,
in J2000 equinox
Args:
lambda_str : Ecliptic longitude in angle units as string (e.g. "184d43m35.5s")
[0,360) degrees
beta_str: Ecliptic latitu... | 5547ba2592dccc6b90cb1c7d8ac8a2f689936c87 | 3,605,485 |
def fib(n):
"""Assumes n int >= 0
Returns Fibonacci of n"""
global fib_2_counter
if n == 2:
fib_2_counter += 1
if n == 0 or n == 1:
return 1
else:
return fib(n-1) + fib(n-2) | 77717282869da8dc09032907ed81d2171877de36 | 3,605,486 |
async def root():
"""
Default endpoint for testing if the server is running
:return: Positive JSON Message
"""
return {"MLDatasetTemplate is Running!"} | 17fccde4f21561a5166e39ca43df9e88539e0b2e | 3,605,487 |
def load_CIFAR100_batch(filename, number):
""" load single batch of cifar """
with open(filename, "rb") as f:
datadict = load_pickle(f) # dict类型
X = datadict["data"] # X, ndarray, 像素值
Y = datadict["fine_labels"] # Y, list, 标签, 分类
# reshape, 一维数组转为矩阵10000行3列。每个entries是32x32
... | 98724d3cf6dc63c441ae2a0f6417e2fead682524 | 3,605,488 |
from datetime import datetime
def parse_trioptics_metadata_mtflab_v5(file_contents):
"""Read metadata from the contents of a Trioptics .mht file. Compatible with MTF-Lab v5.
Parameters
----------
file_contents : `str`
contents of a .mht file.
Returns
-------
`dict`
dicti... | 07b7611f77b7097deec5efd970058e342d97a740 | 3,605,489 |
def get_details_format(s: str, lang: str = 'zh-cn'):
"""
Get API Request
Parameters
----------
s: Company Name
lang: Lang
Returns
-------
URL
"""
return "http://www.solvusoft.com/%s/file-extensions/software/%s/" % (lang, s) | 4df1c9526febf2eadb9f6fe9d13d8b9615535aa2 | 3,605,490 |
def semiFixedComponentConstraintsNMF(W, H, iter, numIter, parameter):
"""Implements a simplified version of the soft constraints in [2].
References
----------
[2] Patricio López-Serrano, Christian Dittmar, Jonathan Driedger, and
Meinard Müller.
Towards modeling and decomposing loop-base... | be18460624d8ae319acdc3bb4d1a992b8bb5f954 | 3,605,491 |
def eis_process(data=None, freq_column=10, real_column=0, imag_column=1, area=5, threshold=5, min_step_length=5, export_data=False, save_dir='processed', **kwargs):
"""
Processes electrochemical impedance spectroscopy data
Can either process pre-loaded data or load and process data files. If called with no argument... | 6818cea62e3fb21ad61dac0672f1294c3ddee459 | 3,605,492 |
def create_admin_agent(
client_args,
client_id,
req_processors,
secure_train,
server_args,
federated_client: FederatedClient,
args,
is_multi_gpu,
rank,
):
"""Creates an admin agent.
Args:
client_args: start client command args
client_id: client name
r... | d36e63db74190ac30cd256659999a9f3ae468f1d | 3,605,493 |
def delete(context, key):
"""Delete a key from the current task context."""
return context.pop(key, None) | 0b697ede943653ba41e7c50fff86907f93becee1 | 3,605,494 |
def login_user(request):
"""Logs the user in
Retrieves the username and password provided by the
user after validating the form. The username and
password is authenticated, and if successful, the
user is logged into the current session.
If the authentication fails, or the form data provided
... | 0f4eaa7974bf25fec30cec5b2302c42519f6053d | 3,605,495 |
def matches_beginning(prefix: str, allowlist_key: str) -> bool:
""""
:param prefix: the value of the prefix query parameter
:param allowlist_key: the key from
:return: a bool of whether the prefix can be found on the allowlist.
Both values are stripped of leading `/` before comparison.
"""
... | ef047dfe16722d98b8fe894d3c400330a2defd74 | 3,605,496 |
def readstarmodel(starmodel_file, nmodeltype, quiet=False):
"""Usage: starmodel_wv,starmodel_flux=readstarmodel(starmodel_file,smodeltype)
Inputs:
starmodel_file - full path and filename to star spectral model
smodeltype - type of model. 2==ATLAS
Returns:
starmodel_wv : wavelength (A)
... | 7bb94f178d2a50e41e091240096c99b738e4038b | 3,605,497 |
def gene_to_cds(feature, start, end=None, raise_error=True):
"""Map gene coordinates to CDS coordinates."""
result = []
for pos in gene_to_transcript(feature, start, end, raise_error=False):
result.extend(transcript_to_cds(*pos.to_tuple(), raise_error=False))
if not result and raise_error:
... | 6b0e3da826d387982b3de57e8c86e0ff1c45b0cc | 3,605,498 |
def ExecuteFunction(function, *args, **kwargs):
"""Stub method so that it can be used for mocking purposes as well.
"""
return function(*args, **kwargs) | 1b3d30c4053fe7b64f530d1c2e45518473c27b0e | 3,605,499 |
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