content stringlengths 35 762k | sha1 stringlengths 40 40 | id int64 0 3.66M |
|---|---|---|
def get_internal_weights(model):
"""Get all weights of a model without Wrapper specific weights.
Args:
model (keras.models.Model): wrapped model
Returns:
internal layer weights
"""
weights = []
for layer in model.layers:
if isinstance(layer, PruningWrapper):
weig... | c95f25221a93b26b03bc34e42f7da624a50650c1 | 3,611,000 |
from datetime import datetime
def get_visit_date(fecha_inicio):
"""
:param fecha_inicio:
:return: date string YYYY-mm-dd
"""
if not fecha_inicio.strip():
return ""
try:
date_obj = datetime.strptime(fecha_inicio, "%m/%d/%y %H:%M %p")
except ValueError:
try:
... | a64f739b471e5c7d4f9bd20812e7670c6b679845 | 3,611,001 |
import re
def text_normalize(text):
"""
Normalize Vietnamese accents
"""
text = re.sub(r"òa", "oà", text)
text = re.sub(r"óa", "oá", text)
text = re.sub(r"ỏa", "oả", text)
text = re.sub(r"õa", "oã", text)
text = re.sub(r"ọa", "oạ", text)
text = re.sub(r"òe", "oè", text)
text = ... | 840aef0f8412d52b71a89c7803f46488883d45b9 | 3,611,002 |
from datetime import datetime
def from_iso8601(s):
""" convert iso8601 string to datetime object.
refer to http://xml2rfc.ietf.org/public/rfc/html/rfc3339.html#anchor14
for details.
:param str s: time in ISO-8601
:rtype: datetime.datetime
"""
m = _iso8601_fmt.match(s)
if not m:
... | ff3357035bb4eab0111febcf02a438a0e965a8c4 | 3,611,003 |
def _ExtStorageEnvironment(unique_id, ext_params,
size=None, grow=None, metadata=None,
name=None, uuid=None,
snap_name=None, snap_size=None,
exclusive=None):
"""Calculate the environment for an External Storage... | 323c9fae9e6cbc1c1a107dd018bbe5f95520a8fe | 3,611,004 |
import types
async def process_invoise_invalid(message: types.Message):
"""
If invoise is invalid
"""
return await message.reply("Номер заказа должен быть цифровой.\nВведите последние 5 цифр заказа:") | a72758c137ceaceb17db7114c231ef5d98f63850 | 3,611,005 |
def g(i, k, l):
"""
Stage cost. Please check page 384 and page 385 of [1].
:param i: state
:param k: control
:param l: switching
:return: the cost
"""
n = 9
m = 4
X = inverse_map(i, n)
U = inverse_map(k, m)
A = [-28, -12, 12, 16, 0, 0, 0, 20, 16]
B = [-8, 40, 20, 40]... | a0f58aea9bc8b2722ee7973d4bb57e260367dd8f | 3,611,006 |
import tqdm
import scipy
def fit_predict_update(clf, X_train, X_tests,
y_train, y_tests, t_train, t_tests,
fit_function=None, predict_function=None,
rebalancers=(), rejectors=(), selectors=()):
"""Sliding window classification of a timestamp par... | 5170a800d289342909e1aec56e8139534229c06d | 3,611,007 |
import time
def is_expired(epoch_time):
"""True if current time has passed the provided epoch_time"""
return time.time() > epoch_time | b264fd1d73fe7f9c97592e6bffc27c81574d6bde | 3,611,008 |
import scipy
def _assembleInit(xdata, ydata, bounds=None):
"""assemble the initial values based on the spectrum"""
#INTITIALIZE VARIABLES
init = scipy.zeros((3*len(semiEmperical)+1,))
output = scipy.zeros((len(init), 2))
ones = scipy.ones(semiEmperical.shape)
#set baseline
init[0] = ... | 64989a0df41a7d29028674b8e7663944769ae8a0 | 3,611,009 |
def strtobool(val: str) -> bool:
"""Convert a string representation of truth to True or False.
True values are 'y', 'yes', 't', 'true', 'on', and '1'; false values
are 'n', 'no', 'f', 'false', 'off', and '0'. Raises ValueError if
'val' is anything else.
"""
if not isinstance(val, str):
... | edf32dd502abe2058ad43deff91cd722509bb1d0 | 3,611,010 |
from datetime import datetime
def _convert_value_to_timestamp(value):
"""Convert SQL value to Python datetime object."""
# TODO: Use ciso8601 for faster conversions.
if util.isString(value):
return datatypes.convertTimestamp(value)
else:
return datetime.datetime.fromtimestamp(value / d... | 12f28feb0e69c3ed839212c35f3908b6a96e9513 | 3,611,011 |
from statsmodels.stats.multitest import multipletests
def programs2go(program2gene_dict,organism="hsapiens",fdr=0.1):
"""Get GO terms for programs.
... | 16a23c80216539848b5f87b2e3e1a5bddeef2a88 | 3,611,012 |
import hashlib
import re
import regex
def api_string_search_choices(request, slug):
"""Return valid choices for a string search given other search criteria.
This is a PRIVATE API.
Return all valid choices for a given string search slug given the partial
search value entered for that slug, its q-type... | f94136660e8bd3f57044b2d0c985b48e3453e3bd | 3,611,013 |
def get_screensaver_running_status():
""" Get the status of the running screensaver. """
screensaver = {
'name': 'screensaver_status'
}
is_screensaver_running = False
try:
is_screensaver_running = checkPidRunning(int(get_pid("xautolock")))
except:
screensaver['full_text'... | 5012403025e1b4c5ebbc076f9792eecc11c3a889 | 3,611,014 |
def position_extrapolate(dist_1_coords, dist_2_coords, delta_heading, delta_distance):
"""
update pdr predictions based on extrapolating last SfM position and direction
:param dist_1_coords: sfm point immediately preceding or following (distance = 1)
:param dist_2_coords: sfm point next to dist_1_coord... | de4ed0e788a14204c993aaeee01978ff8e6453f4 | 3,611,015 |
def detect_nose(cv_image):
"""Detects nose based on haar. Returns ponts"""
return NOSE_HAAR.detectMultiScale(cvimage_grayscale(cv_image)) | 0b3c8fa78a9897374b06f89c5479982a9105db04 | 3,611,016 |
import token
def cvt_try_stmt(node: pytree.Base, ctx: Ctx) -> ast_cooked.Base:
"""
try_stmt: ('try' ':' suite
((except_clause ':' suite)+
['else' ':' suite]
['finally' ':' suite] |
'finally' ':' suite))
"""
#-# Try(stmt* body, excepthandler... | d7cd6998d3014d3c001ae5b995b88632c562f1e5 | 3,611,017 |
from datetime import datetime
def get_date_tag(date_format: str = DATE_FORMAT) -> str:
"""Returns a date string tag according to the DATE_FORMAT specifier,
e.g. '2019-04-01'"""
return datetime.now().strftime(date_format) | cff2c9131323ef7458754b7a67caa99acc435c03 | 3,611,018 |
def translate(image, dx, dy, **kwargs):
"""
Shift image horizontally and vertically
>>> image = np.eye(3, dtype='uint8') * 255
>>> translate(image, 2, 1)
array([[ 0, 0, 0],
[ 0, 0, 255],
[ 0, 0, 0]], dtype=uint8)
:param numpy array image: Numpy array with ran... | f7abec87f1bb656e256485c2198891f0c967c2b5 | 3,611,019 |
def stations_by_river(stations, river):
"""Takes a list of stations and returns a list of all the station names
on a specific river in alphabetic order"""
station_names = []
for station in stations:
if station.river == river:
station_names.append(station.name)
station_names = sor... | 078e83affc54b90f2a58ad46cefdd895d9f8c1e6 | 3,611,020 |
def read_career_info(carrera_id, test=False):
"""Consulta la información de una carrera según su código."""
query = 'SELECT * FROM carrera WHERE id = %s'
return execute_sql(query, args=[carrera_id], rows=1, test=test) | 6a89cd194a65d22b647313836b20d9a8db3e4f39 | 3,611,021 |
def get_atomic_species_card(name, **kwargs):
"""
Convert XML data to ATOMIC_SPECIES card
:param name: Card name
:param kwargs: Dictionary with converted data from XML file
:return: List of strings
"""
try:
atomic_species = kwargs['atomic_species']
species = atomic_species['s... | d10950bb03d1ef5a26b065eb5f8cb928b52bda32 | 3,611,022 |
from typing import Tuple
import requests
import json
import logging
def _get_document_pdf(data: dict, data_key: str, token: str, config: BaseConfig) -> Tuple[bytes, HTTPStatus]:
"""Retrieve the document pdf from the Reports API.
Args:
data: The data to send to the API.
token: The token to acc... | 4d7315bf8177e40644e1be1c5fc7feec7d9f23d3 | 3,611,023 |
def is_url(arg):
"""输入是一个字符串，且值是一个合法的url"""
if not isinstance(arg, str): return False
try:
result = urlparse(arg)
return all([result.scheme, result.netloc])
except ValueError:
return False | e5800b46116de8f7a9cd742ad448ecdc9d72eb84 | 3,611,024 |
def run_hybrid(wf, selector, workers):
"""
Returns the result of evaluating the workflow; runs through several
supplied workers in as many threads.
:param wf:
Workflow to compute
:type wf: :py:class:`Workflow` or :py:class:`PromisedObject`
:param selector:
A function selecting ... | b18d7a74fda52fb625680eb178de11f023878c25 | 3,611,025 |
def getCompartment(rxn):
"""
This function is used to obtain the compartment information from reaction of yeastGEM
:param rxn: example acetyl-CoA[m] + L-glutamate[m] -> coenzyme A[m] + H+[m] + N-acetyl-L-glutamate[m]'
:return:
"""
cp1 = ['[c]','[ce]','[e]','[er]','[erm]','[g]','[gm]','[lp]','[... | 2bb34ca20df1a82c6cffcf0c46728fc1687e6db9 | 3,611,026 |
def compose_class(class_names):
"""Create a composite class from a list of class names."""
classes = []
classes.append(Basic) # Class is the root of inheritance
for class_name in class_names:
if class_name != "basic": # Normally this is not explicitly specified, so is implicit, but even it i... | a3884b8a5bc5f836b12757a288605f49a57b6e9f | 3,611,027 |
import uuid
import requests
import os
def copy_outputfiles(model_id: str, new_model_id: str):
"""
Copy outputfiles for a single model_id to a new_model_id
"""
outputfiles = get_outputfiles(model_id)
if type(outputfiles) == Response:
return False
model_outputs = []
changed_uuids = {... | e0149e74e800baa418d5bb91f6c0b41cd4f23cb7 | 3,611,028 |
def create_cancel_jobs_messages(job_ids, when):
"""Creates messages to cancel the given jobs
:param job_ids: The job IDs to cancel
:type job_ids: list
:param when: The cancel time
:type when: :class:`datetime.datetime`
:return: The list of messages
:rtype: list
"""
messages = []
... | 876e255f221b79da3aac10757ff3af9ada50974e | 3,611,029 |
import functools
def postprocess(output, length_1, length_2):
"""Post process the output of the inferred alignment."""
score, paths, sw_params = tf.nest.map_structure(
functools.partial(tf.squeeze, axis=0), output)
# Stacks SW params, flipping sign of gap penalties for convenience.
substitution_scores, ... | e7027fa4d7e8408b491e7fd9febad99e5ac20e98 | 3,611,030 |
def select_random_word() -> str:
"""Selects a random word from the lexicon."""
next_word = lexicon.sample(RandomWordSelectStrategy())
print(f"Chose: {next_word}!")
return next_word | 412a62c58ea6978e2ca40e5ca614c06589f5ba64 | 3,611,031 |
def edit_profile(request, username=None):
"""Edit user profile."""
# If a username is specified, we are editing somebody else's profile.
user = None
if username:
username = username.replace(" ", "+")
if username != request.user.username:
try:
user = User.obje... | 6350f1b118966444db11531f831dd383b26d51ec | 3,611,032 |
import regex
def split_at_pattern(text, pattern):
"""
Split a string where a pattern begins
"""
obj = regex.search(pattern, text)
if obj:
start = obj.start()
return text[0:start], text[start:]
else:
return text, "" | a33bc599eb2575fc0ec0e09571095b49fa3ac74b | 3,611,033 |
from typing import List
def store_deepdeps(roots:List[Ref])->List[Ref]:
""" Return an exhaustive list of dependencies for the `roots` references.
References themselves are also included """
frontier=set(roots)
processed=set()
while frontier:
ref = frontier.get() #FIXME
processed.add(ref)
for dep... | e4f53a76cb235a8b18a2158d38e41c9cd82b7fd3 | 3,611,034 |
def focal_lossIII(prediction_tensor,
target_tensor,
weights,
gamma=2.,
epsilon=0.00001,
):
"""Compute loss function.
This function was adapted from the Tensorflow issues section on GitHub.
Args:
prediction_tens... | 4f9b332165ce2565344de4d62dd7e73e2dee35af | 3,611,035 |
def draw_vertical_bar(info:pd.Series)->plt.Figure:
"""Dibuja un vertical bar chart basado en un analisis previamente hecho
Args:
info (pd.Series): Los datos a graficar
Returns:
[plt.Figure]: La figura armada
"""
plt.bar(info.index, height=info)
return plt.gcf() | 93b46e3dd5f15d8c8d619db79145b10fd50eb391 | 3,611,036 |
import collections
def set_seed_iftrue(condition, seed=10):
"""
Fix the seed for random test.
Parameters
----------
seed : int
Random seed passed to np.random.seed
Returns
-------
decorator : function
Decorator which, when applied to a function, sets the
random ... | d791bb843594ea64f795b517334da6364a9d3e95 | 3,611,037 |
from datetime import datetime
def get_current_utc_time():
"""Return string representation of current time in UTC."""
utcnow = datetime.datetime.utcnow()
return str(utcnow.timestamp()) | 0f5be8928a6706e9fe8db497d314502db35b6317 | 3,611,038 |
import unittest
def _split_extension_test(ctx):
"""Unit tests for paths.split_extension."""
env = unittest.begin(ctx)
# Try some degenerate cases.
asserts.equals(env, ("", ""), paths.split_extension(""))
asserts.equals(env, ("/", ""), paths.split_extension("/"))
asserts.equals(env, ("foo", ""... | c60a5ce93cc746a7e0c1d140931298c9e54712a0 | 3,611,039 |
import configparser
def get_cluster_details():
"""
Gets the credentials from the config file
"""
config = configparser.ConfigParser()
config.read_file(open('dwh.cfg'))
KEY = config.get('AWS','KEY')
SECRET = config.get('AWS','SECRET')
DWH_CLUSTER... | a7d19c76e134b74d18a37289c16221064664c036 | 3,611,040 |
import select
def get_publication_comments(project, publication_id):
"""
List all comments for the given publication
"""
connection = db_engine.connect()
publications = get_table("publication")
publication_comments = get_table("publication_comment")
statement = select([publications.c.publi... | 286c6ab192fdd5d235bf52ae4191ef37a1b99ab5 | 3,611,041 |
from typing import Dict
from typing import Optional
def parse_genapp_customer(genapp_record: Dict) -> Optional[X12Demographics]:
"""
Parses a GenApp Customer from a JSON response to a X12Demographics model
:param genapp_record: The GenApp Customer record
:return: The X12Demographics model for the cust... | 4fae35ea6f8fc57639f0eb7672eae7d359b0c1f4 | 3,611,042 |
from typing import Union
from pathlib import Path
import os
import errno
def make_dirs(directory: Union[str, Path], mode: int = 0o777) -> bool:
"""Wrapper around os.makedirs to make it suitable for using
in a multithreaded/multiprocessing enviroment: Unlike the
regular function, this wrapper does not thro... | f0d79ee882af787c88856f994914e7e79ba70e3d | 3,611,043 |
def get_best_shift(img):
"""
DESCRIPTION: Calculate the center of mass of the input image
and return the best shift amount to center an image on the character.
INPUT: Image
OUTPUT: Calculated shift amount for x and y directions
"""
# Calculate the center of mass through scipy
center_y, c... | 328a48d0a2c041c55260f591ce50ef93f3265b63 | 3,611,044 |
def main():
"""
The main function to execute upon call.
Returns
-------
int
returns integer 0 for safe executions.
"""
print("Program to check positive, negative, or zero input.")
temp = check_number_sign()
return 0 | cd551c867c50b258bfd109b1c6ad326a6d039b19 | 3,611,045 |
import os
def read_openPMD_params( filename ):
"""
Extract the time and some openPMD parameters from a file
Parameter
---------
filename: string
The path to the file from which parameters should be extracted
Returns
-------
A tuple with:
- A float corresponding to the tim... | cff453fd3a844c55e467d0dd9fd74704e0e9f3c6 | 3,611,046 |
import torch
def class_to_val(raw_scores):
"""
Finds the highest softmax for each class
:param raw_scores: tensor (batch, verts, classes)
:return: highest class (batch, verts)
"""
cls = torch.argmax(raw_scores, dim=2)
val = (cls + 0.5) / DEEPCONTACT_NUM_BINS
return val | 9d42a6d3457fd98b2174dc7bf7ffbf444aef5b38 | 3,611,047 |
import functools
import inspect
import six
def map_arg(**maps):
"""
Apply a mapping on certains argument before calling the original function.
Args:
maps (dict): {key: map_func}
"""
def deco(func):
@functools.wraps(func)
def wrapper(*args, **kwargs):
argmap = i... | 4b327d3167a6c9bd4da84671a661767db04bcb6b | 3,611,048 |
def create_spark_session():
"""Create an apache spark session on AWS"""
spark = SparkSession \
.builder \
.config("spark.jars.packages", "org.apache.hadoop:hadoop-aws:2.7.0") \
.getOrCreate()
return spark | 3077bb7bb67c404131b04119e8791e64758c6362 | 3,611,049 |
def clean_catalog(ukidss_catalog, clean_band='K_1', badclass=-9999,
maxerrbits=41, minerrbits=0, maxpperrbits=60):
"""
Attempt to remove 'bad' entries in a catalog.
Parameters
----------
ukidss_catalog : `~astropy.io.fits.BinTableHDU`
A FITS binary table instance from the ... | 4fa593f758a645bf49fe7479a0876e6a1fc6068b | 3,611,050 |
def setmask(arr, x1=None, x2=None):
"""setmask(arr, x1, x2)
arr = 1D arr
x1 = lower value
x2 = upper value
by default it returns a mask that
is the full range of arr
returns
=======
mask, x1, x2
if input x1 and x2 are out of bounds
then it sets x1 and x2 to the boundry of arr... | a2e97675045dfb67ba23838493ce19020453c4f9 | 3,611,051 |
def get_tree(splits):
"""Convert a dict keyed by splits into the equivalent tree.
The dict values should be dicts appropriate for the params input to
TreeBuilder.create_edge.
"""
Edge = TreeBuilder().create_edge
# Create a star from the tips
tips = []
the_rest = []
for split, params... | 29fbdb3682713cdf18174981bfc8d71f2d188a2f | 3,611,052 |
import hashlib
def create_hash(secret: str, url: str) -> str:
"""Create a hash of the secret and url."""
s = f'{secret}{url}'
return str(hashlib.md5(s.encode()).hexdigest()[0:8]) | 891fcc45fe7706a984fb9282ab17887710e6da0a | 3,611,053 |
def get_model_name(model):
"""Obtains the model name for a Scikit-Learn, ML Studio estimator
Obtains the model name for Scikit-Learn estimators, ML Studio estimators,
and GridSearchCV and RandomSearchCV objects
Parameters
----------
model : BaseEstimator, GridSearchCV, RandomSearchCV
... | a6385bf7795a0966bfb0a61c9a74f1e1ca969802 | 3,611,054 |
import collections
def create_script_to_chars():
"""Returns a mapping from script to defined characters, based on script and
extensions, for all scripts."""
load_data()
result = collections.defaultdict(set)
for cp in _defined_characters:
if cp in _script_data:
result[_script_da... | e837b1993e17971a97cc48c35bf0b1db01e6d59c | 3,611,055 |
import math
def get_filter():
"""
Вывод товаров на странице каталогов
:return: context
"""
price = dict()
seller = Seller.objects.values('title', 'title_en').all()
price['max'] = math.ceil(seller.aggregate(max=Max('catalog__price')).get('max'))
price['min'] = math.floor(seller.aggrega... | 8089414ee80db8e5f45f8b41647a0a31f7234138 | 3,611,056 |
from datetime import datetime
def email_weekly_orders_csv(current_menu_meal_totals):
"""
Emails all the current admins an email containing every users current order.
Email contains a csv file as well.
Returns total emails sent and the email for every admin.
"""
all_orders = get_all_users_order... | 2bcb92ae291ab0e031e0c920e43ccad2d05969c7 | 3,611,057 |
from typing import Sequence
from typing import Optional
from typing import Tuple
def ConvTranspose(out_chan: int,
filter_shape: Sequence[int],
strides: Optional[Sequence[int]] = None,
padding: str = Padding.VALID.name,
W_std: float = 1.0,
... | 0e3fdc2fc414e2198b2b4696923047fd1c3da958 | 3,611,058 |
import time
def wait_for_result_is_none(method, timeout, wait_msg=None):
"""Calls the method until the return value is None."""
count = 0
end_time = time.time() + timeout
while True:
try:
result = method()
if result is None:
return True
except:
... | e90d40b319762da41f315820c00e6d8b04cb5565 | 3,611,059 |
def connect(db_uri):
"""Connect to a database to record deployments.
:param db_uri: Database URI to connect to
:return: SQLAlchemy session for interacting with this database
"""
engine = create_engine(db_uri, convert_unicode=True)
session = scoped_session(sessionmaker(autocommit=False, autoflus... | 4063331d42c29e0c012e513a978c8bad1ffc935b | 3,611,060 |
def final_run_could_be_extended(values, end_idx):
"""Heuristically see if the value run at end_idx could be extended
Returns true if there is a run at end_idx, if end_idx is not the last
value, and if the value after end_idx could be part of a run.
To keep this constant-time, we aren't checking if the... | 99244baa3379f261d9cc2e5475b33c824dff6781 | 3,611,061 |
import os
import sys
def merge_filename(filename, pat, sep):
"""
Apply a merging pattern to a filename.
Sections of the base filename are kept according to the provided pattern.
Args:
filename: The filename to merge.
pat: The merging pattern to use.
sep: String separating fil... | e4e92818e6ff4fec65d44a19950ec062b5d7c10e | 3,611,062 |
from typing import Optional
import http
async def fetch_geoloc_web(ip: IPAddress) -> Optional[Geolocation]:
"""Fetch geolocation data based on ip (using ip-api)."""
url = f"http://ip-api.com/line/{ip}"
async with http.get(url) as resp:
if not resp or resp.status != 200:
log("Failed to... | 478e66fe31d16f28a90ad640bbae40dab4b63f6a | 3,611,063 |
def task_query(job_key=None, hosts=None, job_keys=None):
"""Creates TaskQuery optionally scoped by a job(s) or hosts.
Arguments:
job_key -- AuroraJobKey to scope the query by.
hosts -- list of hostnames to scope the query by.
job_keys -- list of AuroraJobKeys to scope the query by.
"""
return TaskQuery(
... | 2728aedfc31d1f6299e457292cd23fddd5b62ea2 | 3,611,064 |
def previous_scheduled_day(date, first_trading_day, is_scheduled_day_hook):
"""
Returns the previous session date in the calendar before the provided date.
Parameters
----------
date : Timestamp
The date whose previous date is needed.
Returns
-------
Timestamp
The previ... | aafe234037da69ffc07474e48106ff29c22c46d9 | 3,611,065 |
def measure_distance_euclidean(point1, point2):
"""Return euclidean distance between two shapely Points as float."""
if (type(point1) != Point) or (type(point2) != Point):
raise TypeError("Only Points are supported as arguments, got {} and {}".format(point1, point2))
return point1.distance(point2) | 42c26523df3568029ba705e420abee91b850bef0 | 3,611,066 |
import struct
def _unpack_asf_image(data):
"""Unpack image data from a WM/Picture tag. Return a tuple
containing the MIME type, the raw image data, a type indicator, and
the image's description.
This function is treated as "untrusted" and could throw all manner
of exceptions (out-of-bounds, etc.)... | cd6b4646cb8b4c10043935761cd2d6929f27fa68 | 3,611,067 |
def dicenet_w3d2(**kwargs):
"""
DiCENet x1.5 model from 'DiCENet: Dimension-wise Convolutions for Efficient Networks,'
https://arxiv.org/abs/1906.03516.
Parameters:
----------
pretrained : bool, default False
Whether to load the pretrained weights for model.
root : str, default '~/.... | 11a460ad45dc97be6ce9125c2a7b4c2c7fea33a2 | 3,611,068 |
def patch_vertices(vertices,pole, width):
"""
find 'vertices' within the cone of 'width' degrees around 'pole'
"""
return [i for i,v in enumerate(vertices) if np.abs(np.dot(v,pole)) > np.abs(np.cos(np.pi*width/180))] | ccefb15414bfa3fc6c24eb82687fb5f6d84197d8 | 3,611,069 |
def plot_gcam_reclassified(gcam_df, landclass, start_yr=2015, through_yr=2100, interval=5):
"""Plot GCAM landclass allocation over a time period reclassified to Demeter land cover types."""
yrs = [str(i) for i in range(start_yr, through_yr + interval, interval)]
lc_mapping = gcam_to_demeter_lc_map()
... | 03892897c1e18a0f3e7320783b9b7471de4ec68d | 3,611,070 |
def get_sigmas_index(indices):
"""Takes a tuple and gives back a length-16 array with a single 1.
Parameters
----------
indices: a tuple of two integers, each one between 0 and 3.
Examples
--------
>>> get_sigmas_index((1, 0))
array([ 0., 0., 0., 0., 1., 0., 0., 0., 0., 0., 0... | a7120ca1633d3ce2fca9466b36ed6fdce0bfd18e | 3,611,071 |
def authenticated():
"""Utility function checking if the current user is logged in or not."""
fas_user = None
try:
fas_user = flask.g.fas_user
except (RuntimeError, AttributeError):
pass
return fas_user is not None | 0a8c1071897d2914bb00a21b7bd2660d37c1cb32 | 3,611,072 |
from azureml._base_sdk_common.workspace.models import Workspace
def _get_or_create_workspace(auth, subscription_id, resource_group_name, workspace_name, location):
"""
Gets or creates a workspace.
:param auth:
:type auth: azureml.core.authentication.AbstractAuthentication
:param subscription_id:
... | c7440195d85d680acb8fa8b3be48c7fbcdc87435 | 3,611,073 |
from typing import Dict
from typing import Any
from typing import Optional
def add_calculated_fields(*,
current_item: Dict[str, Any],
initial_status,
current_status,
position_list,
lap_lis... | cc7bca6ddb9c98216285bdd5807b488a9b24ee5b | 3,611,074 |
def check_if_all_passed(statuses):
# type: (Dict[str, str]) -> bool
"""
Check if all items in supplied `statuses` dict passed parsing and conversion.
:param statuses: dictionary init info statuses (files/nodes to their status)
:type statuses: dict
:return: boolean indicating if all files and no... | e44b363684fd072bdd4a1859a0943dd829e78645 | 3,611,075 |
def get_database_connection():
"""Returns a connection to Redis DB or creates a new one if it does not already exist."""
global _database
try:
return _database
except NameError:
config = get_config()
_database = redis.Redis(host=config['redis_db_address'],
... | 47bbc7af54b53efc9b9464810b4d7cb6825bf69c | 3,611,076 |
def _get_config(**kwargs):
"""
Return configuration
"""
config = {
"filter_id_regex": [".*!doc_skip"],
"filter_function_regex": [],
"replace_text_regex": {},
"proccesser": "highstate_doc.proccesser_markdown",
"max_render_file_size": 10000,
"note": None,
... | 437dfc35b5f24b8322df9ef7415577e9437187e8 | 3,611,077 |
import sysconfig
import sys
import re
def get_neon_core_root():
"""
Determines the root of the available/active Neon Core. Should be the immediate parent directory of 'neon_core' dir
Returns:
Path to the core directory containing 'neon_core'
"""
site = sysconfig.get_paths()['platlib']
... | 4785fd737a679d87be0fa065733bc39993cbf28a | 3,611,078 |
from typing import Union
import torch
from typing import List
def signal_framing(
signal: Union[torch.Tensor, ComplexTensor],
frame_length: int,
frame_step: int,
bdelay: int,
do_padding: bool = False,
pad_value: int = 0,
indices: List = None,
) -> Union[torch.Tensor, ComplexTensor]:
""... | dbbc1cd37deb2fb4a08eea3b7f026a691b0801f6 | 3,611,079 |
def test_abstract_classes():
"""很多时候我们会觉得mongoengine.Document提供的方法不够多, 我们会想要自定义
一些方法。为了减少冗余代码, 我们想要将通用的方法以继承的方式实现。这时, 我们
需要建立一个新的Document的基类, 然后用户的类都从这个基类继承而来。
具体做法如下:
Ref: http://docs.mongoengine.org/guide/defining-documents.html?#abstract-classes
"""
class ExtendedDocument(Document):
... | 3e480cb95ffe98ba483b4f3249c69e833f56917d | 3,611,080 |
from typing import Dict
def evaluate_conditional(string: str, fields: Dict[str, str]) -> bool:
""" Evaluates a conditional from $string on a Anki card template
using the field values $fields. """
field_name = get_field_name(string)
if field_name not in fields:
logger.warning("Field '{}' from c... | 39a96ff101eee733ea7fe3cb976abb5ab55f0b25 | 3,611,081 |
def has_all_channels(stream, channels, starttime, endtime):
"""Check whether all channels have any data within time range.
Parameters
----------
stream: obspy.core.Stream
The input stream we want to make certain has data
channels: array_like
The list of channels that we want to have... | c6e658e6f0fc4816b9a2faeb4d129c951bb5749f | 3,611,082 |
def world_xyzn_im_to_pts(world_xyz, world_n):
"""Makes a 10K long XYZN pointcloud from an XYZ image and a normal image."""
# world im + world normals -> world points+normals
is_valid = np.logical_not(np.all(world_xyz == 0.0, axis=-1))
world_xyzn = np.concatenate([world_xyz, world_n], axis=-1)
world_xyzn = wo... | 307df640c9cbcc4d09241b0f2a34c4c9f2e99b1e | 3,611,083 |
def clean_email_default(email, allowed_domains):
"""
Clean email address and check if it has allowed domain
:param email: emailadress in string
:param allowed_domains: FQDN of allowed domain of mail
:return: cleaned lowercase email addresss string or ValidationError
"""
email = email.strip(... | 46e2e38729b7d2e90659995066f886f599e8d952 | 3,611,084 |
import sys
import os
def GetSourceImages(local_dir, pro):
"""Downloads the various sources that we need.
Of note: Because Express does not include ATL, there's an additional download
of the 7.1 WDK which is the latest publically accessible source for ATL. When
|pro| this is not necessary (and CHROME_HEADLESS... | afb7dd36c5bebf93499682c5b95bd595d0911b17 | 3,611,085 |
def add_binary_prefix(value: float) -> str:
"""
Function that converts a number to his version with Binary prefix
@input value (an integer)
@example:
>>> add_binary_prefix(65536)
'64.0 kilo'
"""
for prefix in BinaryUnit:
numerical_part = value / (2**prefix.value)
if numer... | ac938217c26be7032dd87fc060593b1155179157 | 3,611,086 |
def exhibit_type(elem):
"""Returns the exhibit type of the file."""
val = attr_val(elem, 'exhibitType')
if val is None:
return 'EX-101'
return val | 63078fa4fb75a757b00c9f32d68bd00caf9b432d | 3,611,087 |
def get_mailboxes_v2():
"""
Get all mailboxes - including unverified mailboxes
Output:
- mailboxes: list of mailbox dict
"""
user = g.user
mailboxes = []
for mailbox in Mailbox.query.filter_by(user_id=user.id):
mailboxes.append(mailbox)
return (
jsonify(mailboxe... | d7a74e0a983ab8aa890e684c3e8e7d45e54096a8 | 3,611,088 |
def angle_to_direction(input_angle, full=False, level=3):
"""Convert the meteorological angle to directional text.
Works for angles greater than or equal to 360 (360 -> N | 405 -> NE)
and rounds to the nearest angle (355 -> N | 404 -> NNE)
Parameters
----------
input_angle : numeric or array-l... | 77e3ac983357741073b48dba958066e080ec4498 | 3,611,089 |
def asset(ses, ticker_sym):
""" function that returns a single asset object given for a given ticker
"""
return _assets_response_handle(_get_assets_json(
ses, ticker=ticker_sym), ticker=ticker_sym) | 2a09e22995c50b1083f172d2003ac311a685c7a1 | 3,611,090 |
import time
def multi_check_output(cmd_lst, stderr=None, env=None, num_retry=NUM_RETRY):
""" This routine should always return a (unicode) string.
NOTE: Under python3, sp.check_output returns bytes by default, so we
set universal_newlines=True to guarantee strings.
"""
itry, cmd_retry = 1, True
... | 2b137081dd75bda1f0b2623016257259819b2ebc | 3,611,091 |
async def github_get_pr_reviews(client_session, owner, repo, pr_number):
"""
Get the reviews of a given pull-request.
Args:
client_session: aiohttp ClientSession.
owner: owner of the repository at github.
repo: repository name at github (without owner part).
pr_number (int):... | b934628696534f6a33a5cee081b181b0700916d0 | 3,611,092 |
def read_array_objects(container, size, items, dkey, akey, obj):
"""Read data from the container.
Args:
container (DaosContainer): the container from which to read objects
size (int): number of arrays to read
items (int): number of items in each array to read
dkey (str): dkey us... | acfc0ebf60008ee2f27108e4cb120e44938afb05 | 3,611,093 |
def get_nth_digit(N, n):
"""
return the nth digit from an N digit number
>>> get_nth_digit(12345, 3)
4
>>> get_nth_digit(12345, 7)
Traceback (most recent call last):
...
IndexError: string index out of range
"""
return int(str(N)[n]) | 25c01c14589fb091154e8509a84f98811946938f | 3,611,094 |
def check_device() -> str:
"""Check if there is an available remote
:return: The name of the device
"""
cmd = adb_command_handler('devices').strip().split('\n')
devices = []
device = ''
del cmd[0]
for line in cmd:
if 'device' not in line:
continue
device = li... | 2f86e6dbff6a5a07bb07789383ff6aaa2f65f8d8 | 3,611,095 |
def prints_ofp(msg):
"""
Args:
msg: OpenFlow 1.3 message unpacked by python-openflow
Returns:
"""
try:
msg_types = {0: print_ofpt_hello, # ok
1: print_ofpt_error, # ok
2: print_ofpt_echo_request, # ok
3: print_ofpt_ec... | 034bc765b2580eac2afd045aaab730e5470fe54d | 3,611,096 |
import os
def split_path(filepath):
"""Return filename and extension of file"""
return os.path.splitext(filepath) | a949afd956f5c41e5a3f137383ae61da88b330b0 | 3,611,097 |
from typing import Optional
from pathlib import Path
import os
def generate_tmp_file_path(
tmpdir_factory, file_name_with_extension: str, tmp_dir_path: Optional[Path] = None
) -> Path:
"""Generate file path relative to a temporary directory.
:param tmpdir_factory: py.test's `tmpdir_factory` fixture.
... | e922aa51f97ec8db4fa3181f4f8193038fc2f7ea | 3,611,098 |
def unitTest():
"""A simple unit test for the am_ribbon command"""
curve = cmds.curve(d=3,
p=[[-3,0,-5],
[-2.75,0,-3.916667],
[-2.25,0,-1.75],
[0,0,0],
[2.25,0,1.75],
[2.75,0,3.916667],
[3,0,5]],
k=[0,0,0,1,2,3,4,4,4])
# test create mode
print '---TESTING CREATE---'
ribbon = cmds.am_ribbo... | 601d24668442c529c8d7cad0d4d17dbc6697f781 | 3,611,099 |
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