content stringlengths 35 762k | sha1 stringlengths 40 40 | id int64 0 3.66M |
|---|---|---|
import inspect
def get_exposed_members(obj, only_exposed=True, as_lists=False, use_cache=True):
"""
Return public and exposed members of the given object's class.
You can also provide a class directly.
Private members are ignored no matter what (names starting with underscore).
If only_exposed is ... | daefa6230a0e6aad5d54e2f5f45777e1d9f42e57 | 3,618,220 |
def remove_group_project(repo, groupid, username=None, namespace=None):
"""Remove the specified group from the project."""
if not pagure_config.get("ENABLE_USER_MNGT", True):
flask.abort(
404,
description="User management is not allowed in this "
"pagure instance",
... | 3b52052d7242f63c1139144ddc8b7c9bb016aaef | 3,618,221 |
def get_residue_sequence_poly_seq(cf, align_seq=True, verbose=False):
"""
used to work with load_struct_from_pdbfile, now uses load_pdbfile output
:param structure:
:return:
"""
# residue_sequence = list(np.array([[residue.resname.capitalize(), int(residue.id[1])] for residue in
# ... | 161b79385a2fb0c9e6078b440705643dab484683 | 3,618,222 |
import torch
def _demo_head_inputs(input_shape=(1, 512, 8, 8)):
"""Create a superset of inputs needed to run test or train batches.
Args:
input_shape (tuple):
input batch dimensions
"""
(N, C, H, W) = input_shape
rng = np.random.RandomState(0)
features = rng.rand(*input_... | cd313f89ac28cbaf98f1e39cb7760ca393e9e565 | 3,618,223 |
import torch
def load_ckp(checkpoint_fpath,model):
"""
checkpoint_path: path to save checkpoint
model: model that we want to load checkpoint parameters into
optimizer: optimizer we defined in previous training
"""
# load check point
# checkpoint = torch.load(checkpoint_fpath)
ch... | c6d37907ec8a9a90dd11b9a48ceae46d59938aca | 3,618,224 |
def get_config_string(config):
"""
Use the given config to extract one string for the output.
:param config: a dictionary of configs from a Build object
:return: string representation
"""
configs = {}
for key, entry in config.items():
abbrev = entry.get('abbreviation')
value ... | 15c38f062af7900cb457ff5dfbad287a0edb75e3 | 3,618,225 |
def _api_shutdown(name, output, kwargs):
""" API: accepts output """
sabnzbd.shutdown_program()
return report(output) | 795ed94feff5cfb9a9f0f581ab9a705b62f41984 | 3,618,226 |
def combine_loss_components(critic_loss_val, actor_loss_val, entropy_val,
actor_loss_weight, entropy_bonus):
"""Combine the components in the combined AWR loss."""
return critic_loss_val + (actor_loss_val * actor_loss_weight) - (
entropy_val * entropy_bonus) | 1a060140aa3e08944d2e3f4cf1e4603c88e16921 | 3,618,227 |
import json
import logging
def country_filter() -> str:
""" find selected country to gather news from from config.json """
with open('config.json') as config_file:
data = json.load(config_file)
logging.info('Countries for news briefing located')
return data['news_briefing'][0]['country'] | 35cfee9c0239dfef7ad352f2c17c2d3a4d140eb9 | 3,618,228 |
def get_env_agent_current(env = Depends(get_env)) -> str:
"""Returns name of currently expected agent."""
return env.agent_selection | 07bb77fe10919b3ac9ec9401e420cf0fb32d96a0 | 3,618,229 |
import random
import math
def exponential_backoff(attempt_num):
"""Returns an exponential backoff value in seconds."""
assert attempt_num >= 0
if random.random() < _PROBABILITY_OF_QUICK_COMEBACK:
# Randomly ask the bot to return quickly.
return 1.0
# If the user provided a max then use it, otherwise ... | 4be20f57a48a10bf085ae74d36f9b8ef85dc3e01 | 3,618,230 |
def _stop_container(container):
"""
Force remove a container
"""
try:
logger.info(f'Stopping container {container.id}')
container.remove(force=True)
except:
pass
finally:
return True | 99cff9920c5e1789ec0f83c0b306d406cd47a17c | 3,618,232 |
import warnings
def _wmd(embedding_1, embedding_2, word_freq_1, word_freq_2, constraint_matrix=None):
"""
Calculate the Word mover´s Distance
parameters
---------
- embedding_1 : np.array (distinct words x embedding dimensions) -> embedding of the first article
- ... | 41e2e042eecc330f85124f09def5e707f2d63653 | 3,618,233 |
def converter():
"""Bits to Target"""
bits = int(request.form['bits'], 16)
response = bits_to_target(bits)
return jsonify(response), 200 | d4e2aa29951cfe57f5cd1f1c809683d81b832725 | 3,618,234 |
def _coerce_exceptions(function):
"""
Decorator that causes exceptions thrown by the decorated function
to be coerced into generic exceptions from the hadoop.fs.exceptions
module.
"""
def wrapper(*args, **kwargs):
try:
return function(*args, **kwargs)
except Exception as e:
e.msg = force... | fc10e071b5448c0f859f38bb0df523f1d53b7f64 | 3,618,235 |
def decode_der(cert_der):
"""Decode cert DER string to Certificate object.
Args:
cert_der : Certificate as a DER encoded string
Returns:
cryptography.Certificate()
"""
return cryptography.x509.load_der_x509_certificate(
data=cert_der, backend=cryptography.hazmat.backends.defau... | 007e40763c82c19c9ae9858fd9be0d5115c6e1d9 | 3,618,236 |
def find_threshold_by_precision(precisions, thresholds, p_cutoff):
"""This function finds the lowest index that guarantess a precision
of at leat p_cutoff."""
return thresholds[np.argmax(precisions >= p_cutoff)] | b12990b505ed6ccdd2c5aad615ac21e2f9f9d2bd | 3,618,237 |
def compare_vectors(phi, index1, index2):
"""
A function which compares the directions of two vectors given by polar co-ordinates.
The two vectors are identified as being in the same (or opposite) directions for x and y.
The returned array indicates which one of 4 possible alignments the two vecto... | 11f033aa980c2883ad8d1bc5dafe01da917fd6b6 | 3,618,238 |
def cmplx(a,b,*vars):
"""
See VSIP specification for Information
Convert Convert real, imaginary (a,b) into complex
Usage:
cmplx(a,b,c)
where
a and b are views of type vview_f or vview_d
c is a compliant view of type cvview_f or cvview_d
OR:
c = cmplx(a,b)
... | dd98372ca40fc9199ad556e752afa186686826aa | 3,618,239 |
def build_vtk_colormap(colormap, vtk_colormap=None) :
""" Build either a ``vtkLookupTable`` or a ``vtkColorTransferFunctionWithAlpha``
from the given colormap. The colormap is specified as a
custom table -- which must respect the formats of the dictionaries
defined in :func:`build_lookup... | 3d85011fe2ba6c243192a9955d56d759dc659a23 | 3,618,241 |
def _get_message_from_model(message_model):
"""Converts the FeedbackMessageModel to a FeedbackMessage.
Args:
message_model: FeedbackMessageModel. The FeedbackMessageModel to be
converted.
Returns:
FeedbackMessage. The resulting FeedbackMessage domain object.
"""
return ... | e67876b3e044475a66b06c7146df399c0a5894f2 | 3,618,242 |
import traceback
def get_survey_ids():
"""
categoryIdを元に、予約データのsurveyIdを取得する
"""
command = []
command.append('aws')
command.append('dynamodb')
command.append('scan')
command.append('--table-name')
command.append(table_name_survey_results)
command.append('--profile')
command... | 1ff7522aa1502e96bfc83c9613de6796cdb608ae | 3,618,243 |
def list_tracker_issue_field_value(tracker_id: str, field: str, project=None):
"""
GET /api/tracker/{tracker_id}/issue_field/{issue_field_id}
:param tracker_id:
:param field:
:param project:
:return:
"""
try:
return {
'title': 'Succeed to list Issue Field Value from t... | 8d0e404c06fde6339c4f1d2dd9b30ddd90f54c8e | 3,618,244 |
def isogenies_5_1728(E):
"""
Returns a list of 5-isogenies with domain ``E`` when the j-invariant is
1728.
OUTPUT:
(list) 5-isogenies with codomain E. In general these are
normalised; but if `-1` is a square then there are two
endomorphisms of degree `5`, for which the codomain is the sam... | 43a1ef6e70deedcf90c67ce3da86323fa472da69 | 3,618,245 |
from typing import Any
def _parse_link(link: str) -> Any:
"""Parse rapid upload link
Format 1: cs3l://<content_md5>#<slice_md5>#<content_crc3>#<content_length>#<filename>
Format 2: <content_md5>#<slice_md5>#<content_length>#<filename>
Format 3: bdpan://{base64(<filename>|<content_length>|<content_md5... | 31dadddaa8cba85ccc954e3176b4fe2be9546bb3 | 3,618,246 |
def change_zone_to_coordinates(changing_data, which=None):
"""
Change zone data into coordinate.
Get data with zone data and add coordinate data into original data. Last modified: 2019-11-24T22:19:49+0900
Args:
changing_data (DataFrame): Mandatory. The DataFrame which contains zone data.
... | 7da7f0f6d2468a87234f50cc39843ab08dcf17d6 | 3,618,247 |
def create_unwarp_workflow(name="unwarp", fieldmap_pe=("y", "y-")):
"""Unwarp functional timeseries using reverse phase-blipped images."""
inputnode = Node(IdentityInterface(["timeseries", "fieldmap"]), "inputs")
# Calculate the shift field
# Note that setting readout_times to 1 will give a fine
# ... | eb7c5b94fbeeb7c5cc9eddb281b629c1da68a8f2 | 3,618,248 |
def delete_group_resource_permissions_view(request):
"""
Delete a permission from a specific resource for a group.
"""
group = ar.get_group_matchdict_checked(request)
resource = ar.get_resource_matchdict_checked(request)
permission = ar.get_permission_multiformat_body_checked(request, resource)
... | 442d75af042feb96a3a6c47945e90db87f0bb1c0 | 3,618,252 |
def get_bins(data):
"""Return bin edges for all unique values in data. """
bins = np.unique(data)
return np.append(bins[~np.isnan(bins)], max(bins) + 1) | ebdcc658d7d1f6fc34865a9ee2e199c5b86e9c58 | 3,618,253 |
def filter_in_out_by_column_values (column, values, data, in_out):
"""Include rows only for given values in specified column.
column - column name.
values - list of acceptable values.
"""
if in_out == 'in':
data = data.loc[data[column].isin (values)]
else:
data = data.loc... | 191fa20edae7f67b245ad31658297d4a114f59fe | 3,618,254 |
def parse_example_proto(example_serialized):
"""Parses an Example proto containing a training example of an image.
The output of the build_image_data.py image preprocessing script is a dataset
containing serialized Example protocol buffers. Each Example proto contains
the following fields:
ima... | a654e1ddcc35b2ec834de7bbc1a99c8fe7764eba | 3,618,255 |
def intersection(set_1, set_2):
"""realisation of two sets intersection(simple set generator inside)"""
return {i for i in set_1 if i in set_2} | d46a206e6c202343615c3b045a8885d8efd56607 | 3,618,256 |
import inspect
def simulated_quantize_compute(attrs, inputs, out_type):
"""Compiler for simulated_quantize."""
assert len(inputs) == 5
assert attrs.sign
assert attrs.rounding == "round"
axis = attrs.axis
data, in_scale, out_scale, clip_min, clip_max = inputs
data = my_print(data, '\n\n***... | 54a54e067da92903eb1af88797104f4035f02899 | 3,618,257 |
def dy(series, n=1):
"""Difference over n years"""
return (series-series.shift(n*series.index.freq.periodicity)) | 1cc0561ea0bed5a11dee8da8d285c5faf402648c | 3,618,258 |
def inad(V1,V2):
""" Inertial advective wind
<div class=jython>
INAD ( V1, V2 ) = [ DOT ( V1, GRAD (u2) ),
DOT ( V1, GRAD (v2) ) ]
</div>
"""
return vecr(dot(V1,grad(ur(V2))),dot(V1,grad(vr(V2)))) | d47240b55401df317fc76fb15d821d9d98406829 | 3,618,259 |
def get_node_log(request, biz_cc_id, node_id):
"""
@summary: 查看某个节点的日志
@param request:
@param biz_cc_id:
@param node_id
@return:
"""
task_id = request.GET.get('instance_id')
history_id = request.GET.get('history_id')
try:
task = TaskFlowInstance.objects.get(pk=task_id, b... | a5365648857caaf46c9cfe132d0d7c2cec33c5d1 | 3,618,260 |
def _app_options(self, url, headers=None, status=None, expect_errors=False):
"""
To be injected into TestApp if it doesn't have an options method available
"""
req = TestRequest.blank(path=url, method='OPTIONS', headers=headers, environ=self.extra_environ)
return self.do_request(req, status, expect_... | 6c78a9a4dc2b7d953fa9c0bacc1fd374a62e287c | 3,618,261 |
from typing import Iterable
from typing import Tuple
def iter_with_final(it: Iterable[E]) -> Iterable[Tuple[E, bool]]:
"""
Change given iterator to new one yielding additional *final* flag.
>>> list(iter_with_final(iter([1, 2, 3])))
[(1, False), (2, False), (3, True)]
>>> list(iter_with_final(it... | 8e4392066353b4226d90df2360ed37837280c1f3 | 3,618,262 |
def remlplen_herrmann(fp,fs,dp,ds):
"""
Determine the length of the low pass filter with passband frequency
fp, stopband frequency fs, passband ripple dp, and stopband ripple ds.
fp and fs must be normalized with respect to the sampling frequency.
Note that the filter order is one less than the filt... | f4d3c2d96b5e15ac909155d5b0cb6d53d439352f | 3,618,263 |
def CreateBooleanIntersection1(curveA, curveB, tolerance, multiple=False):
"""
Calculates the boolean intersection of two closed, planar curves.
Note, curves must be co-planar.
Args:
curveA (Curve): The first closed, planar curve.
curveB (Curve): The second closed, planar curve.
Re... | 13257250aa675ed25d50acd960093c1c8e527980 | 3,618,264 |
def pointer_scope(func):
"""The FDB format has a lot of pointers to structures, so this decorator automatically reads the pointer, seeks to the pointer position, calls the function, and seeks back."""
def wrapper(self, *args, **kwargs):
pointer = kwargs.get("pointer")
if pointer == None:
pointer = self._read_... | a83abfcd0cb9b641aec3125fb267cc6c6f134884 | 3,618,265 |
import re
def create_example_gpt(example: Example, tokenizer: Tokenizer) -> Example:
""" Create example for GPT-[1,2]
Substitute mask with <pad>, and store where the token was placed. During
repr. collection, we'll need it.
Example:
>>> x = 'Most apples are [MASK].'
... tokenizer = transfo... | 1b5c869ea63582ef2fef434d98add37e18200c94 | 3,618,266 |
from enum import Enum
def should_smooth_series(tag: Enum) -> bool:
"""
:param tag:
:return:
"""
if tag is TrainingScalars.training_loss:
return True
elif tag is TrainingScalars.validation_loss:
return True
return False | 5661773451b0edda0bab8fcf32113e74f13ae518 | 3,618,267 |
from typing import Set
from typing import Optional
def load_all_plugins(module_path: Set[str],
plugin_dir: Set[str]) -> Set[Plugin]:
"""
:说明:
导入指定列表中的插件以及指定目录下多个插件，以 ``_`` 开头的插件不会被导入！
:参数:
- ``module_path: Set[str]``: 指定插件集合
- ``plugin_dir: Set[str]``: 指定插件路径集合
... | cc7e7fd5cc6b2479e4ea5c1256ba88bba6031f70 | 3,618,268 |
import inspect
def lineno():
"""Returns the current line number in our program."""
return str( inspect.currentframe().f_back.f_lineno ) | c973d4a0614cd6dafa5e67d0d4dda7f3d347d51a | 3,618,269 |
def positive_rates(df, score_col, label_col, thresholds):
"""Compute false positive and true positive rates."""
tpr = []
fpr = []
for threshold in thresholds:
confusion = confusion_matrix_counts(df, score_col, label_col, threshold)
if (
confusion["tp"] + confusion["fn"] == 0
... | 081cc95b0aa2da7b17065e9aaa7dd54083a69fb2 | 3,618,270 |
def get_phrases():
""" Returns a phrases dictionary of the form <callback>:<list of phrases> """
return _config_object["phrases"] | 43eb77cbac5274b638a5d8bde1c70dfaad339400 | 3,618,271 |
def graham_scan(points: np.ndarray) -> np.ndarray:
"""Find vertices of convex hull around points.
Args:
points: (x, y) coordinates of points.
Returns:
hull: points that are vertices on convex hull.
"""
primary, remaining_points = extract_primary(points)
sorted_points = sort_for... | 38dd708ade892c162067f9275e27d9865cd386e5 | 3,618,272 |
def waitfor(css_selector, text=None, classes=None):
"""
Decorator for specifying elements (selected by a CSS-style selector) to
explicitly wait for before taking a screenshot. If text is set, wait for the
element to contain that text before taking the screenshot. If classes is
present, wait until th... | 13130146441f20cfd424e52e46f2f2e3a7e33d3f | 3,618,273 |
def grandac(e, a, r, f_e):
"""Returns integrand for probability density of orbital radius where
semi-major axis is a constant
Args:
e (float):
Value of eccentricity
a (float):
Value of semi-major axis (AU)
r (float):
Value of orbital radius (A... | 3e401dae075ceeba52dab250c7d979b23d2f3c85 | 3,618,275 |
def get_default_path(name):
"""this function takes a an import name
and returns the path full bash of the library
if the library is in stdlib"""
name_ = name
if isinstance(name, (DottedName, Symbol)):
name_ = str(name)
if name_ in pyccel_external_lib.keys():
name = pyccel_external... | c19d5e8b06616b1ee595098b4007d21f32117506 | 3,618,276 |
def get_requested_countries(countries, country_names):
"""
gets requested countries for visualization and info
:param countries: list of all available countries for research
:param country_names: list
:return: (list, str)
"""
print(country_names)
# gather the requested information
c... | b96f3b001e5a421c333c366f3cdca656d97fe933 | 3,618,277 |
def retrieve_plain(monitor, object_string):
"""Retrieves the request object as-is (doesn't apply any modification). This
is valid only for objects which are single values (items from a tensor)
:param monitor: either a training or evaluation monitor
:param object_string: string to identify the object to... | 7fc5042422ae70933691202718036703554cff3e | 3,618,278 |
from typing import Any
def unique_id(context: Any) -> str:
"""
Returns a new unique string that can be used as an id="" attribute in HTML.
Usage:
{% with new_id=request|unique_id %}
<label for="input:{{ new_id }}"> I am labelling a far-away input </label>
...
<input id="i... | 53bbf556749243591059e91e5342348abb7e8ce2 | 3,618,279 |
def get_contrast_in_df(df, img, img_name, contrast_type, grating_mask, white_mask, black_mask,
metadata, x0, y0, angle, contrast_prefix=''):
"""helper function that handles inserting the contrast into the df
"""
if contrast_type == 'fourier':
grating_1d = utils.extract_1d_grat... | 7f1f0d5b509666c3fa352889ce099ca9f4d8d9e9 | 3,618,280 |
import time
import logging
import random
def cash(ttl=60, key=None, ver=CURRENT_VERSION_ID, pre="", off=False):
"""
Copyright (C) 2009 twitter.com/rcb
Permission is hereby granted, free of charge, to any person
obtaining a copy of this software and associated documentation
files (the "Software"... | 79add02d254e2fd069be9414a71f0cd47ff0953e | 3,618,281 |
def enquiry_client_add(request):
""" Add new enquiry and see the list of clients """
success_message, error_message = None, None
form = ClientForm
clients = Client.objects.all()
enquiry_form = EnquiryClientForm
enquiry_clients = EnquiryClient.objects.all()
if request.method=="POS... | 00b55395fcc705a0095000f7fe8b43301254ebdd | 3,618,282 |
def transpose(table):
"""
Returns a copy of table with rows and columns swapped
Example:
1 2 1 3 5
3 4 => 2 4 6
5 6
Parameter table: the table to transpose
Precondition: table is a rectangular 2d List of numbers
"""
# LIST COMPREHENSIO... | 2a393a9e3606022d945454da55fd68543e59476b | 3,618,283 |
def memsizeformat(size):
"""Returns memory size in human readable (rounded) form.
"""
if size > 1048576: # 1024**2
return "{0} GB".format(size / 1048576)
elif size > 1024:
return "{0} MB".format(size / 1024)
else:
return "{0} KB".format(size) | 0cd812d83bd85b1e2690e0404a4eb833e2e9824f | 3,618,284 |
def q5():
"""Identifying outliers."""
# Definindo os quartis:
Q1 = countries['Net_migration'].quantile(q= 0.25)
Q3 = countries['Net_migration'].quantile(q= 0.75)
# Intervalo interquartil:
IQR = Q3 - Q1
# Limite inferior:
lim_max = (countries['Net_migration'] < (Q1 - 1.5 * IQR)).sum()
... | 8f4d0f3323720af05020619e381c9533d923f4ad | 3,618,285 |
import torch
def matrix_div(model_out, *derivative_variable):
"""Computes the divergence for matrix/tensor-valued functions.
Parameters
----------
model_out : torch.tensor
The (batch) of matirces that should be differentiated.
derivative_variable : torch.tensor
The spatial variabl... | ed433674ee85895980b9212ac642ab1545d656ab | 3,618,286 |
def flip_dataframe(df, new_colname='index'):
"""Flips table such that first row becomes columns
Args:
df (DataFrame): Data frame to be flipped.
new_colname (str): Name of new column. Defaults to 'index'.
Returns:
DataFrame: flipped data frame.
"""
colnames = [new_... | 3a7c733644e2c67398a511c9dea7fa80845bbecf | 3,618,287 |
def ca65_bytearray(s):
"""Convert a byteslike into ca65 constant byte statements"""
s = [' .byt ' + ','.join("%3d" % ch for ch in s[i:i + 16])
for i in range(0, len(s), 16)]
return '\n'.join(s) | 8bdc868cc659e6b99f01449c6bf41884c0635c14 | 3,618,288 |
def read_basis_shell_num(trexio_file) -> int:
"""Read the basis_shell_num variable from the TREXIO file.
Parameter is a ~TREXIO File~ object that has been created by a call to ~open~ function.
Returns:
~num_r~: int
Integer value of basis_shell_num variable read from ~trexio_file~.
Rai... | 831962f686ecaf22c199eaf6d0c87eb9d7269410 | 3,618,290 |
from typing import Optional
from typing import Any
def get_codec(
cls: AnyType,
/,
*,
using: Optional[Codec[Any]] = None,
fallback: bool = False,
) -> Result[Codec[Any], TestplatesError]:
"""
Retrieves codec from structure type.
If there are multiple codecs attached to given
stru... | 0a011b8b11038a45d42bf5a70559cea54a6ab6f1 | 3,618,291 |
def convert_db_fetch_to_df(fetched, column_names=None):
"""
This method converts the cursor.fetchall() output of SELECT query into a Pandas dataframe.
:param fetched: the output of SELECT query
:type fetched: list of row tuples
:param column_names: column names to use for the dataframe
:type col... | f2ffdb2472076fd034e7d16b8cc42893358bf866 | 3,618,293 |
def get_synsets(s):
"""Suggested helper method for `synset_featurizer`. This should
be completed so that it returns a list of stringified Synsets
associated with elements of `s`.
"""
# Use `parse_lem` from the previous question to get a list of
# (word, POS) pairs. Remember to convert the PO... | 98ce2c1ce849d2771ab2bae03e0e740c8c3de32e | 3,618,294 |
from typing import List
from typing import Any
from typing import Callable
def tpe_submit_commands(
cmds: List[Any],
thread_count: int,
timeout: int,
fn: Callable = subprocess_commands_pipe,
di=DI,
) -> list:
"""Run commands on multiple threads.
Stdout and stderr are logged on function su... | ff8d18490b1184625ee6121ad5cf50dd7446b463 | 3,618,295 |
def register():
"""Register new user."""
form = RegisterForm(request.form, csrf_enabled=False)
if form.validate_on_submit():
User.create(username=form.username.data, email=form.email.data, password=form.password.data, active=True)
flash('Thank you for registering. You can now log in.', 'succ... | 8847e4153e0e9767298debe4f7c480c3b344327e | 3,618,296 |
def ind2latlon(index, filePath):
"""
Use gdal/osr to get latlon point location from georeferenced array indices
"""
# Load georeferencing
ds = gdal.Open(filePath)
proj = ds.GetProjection()
gt = ds.GetGeoTransform()
srs = osr.SpatialReference()
srs.ImportFromWkt(proj)
x0 = gt[0] ... | 55c8005c8106905370631c5a990b2835c0b5b322 | 3,618,297 |
def is_response_paginated(response_data):
"""Checks if the response data dict has expected paginated results keys
Returns True if it finds all the paginated keys, False otherwise
"""
try:
keys = list(response_data.keys())
except AttributeError:
# If we can't get keys, wer'e certainl... | 521c28c1d6e29e5785b3bcbd5d2604210b3a3874 | 3,618,298 |
def store_tweets(statuses):
"""
Stores the tweet in the mongoDB
:param tweet: dict or list of dicts to store
"""
if isinstance(statuses, dict):
statuses = [statuses]
try:
result = db.tweets.insert_many(statuses, ordered=False)
return result
except BulkWriteError as ... | 7349074c4c0087a333b3a7385585e85b1ce57b83 | 3,618,300 |
def test_func(G, p0, q0, bif_type):
"""
Parameters
----------
"""
q0 = np.zeros(q0.shape)
q0[0] = 1
p0 = np.zeros(p0.shape)
p0[0] = 1
return bordered_system(G, p0, q0, bif_type) | 99f59e76e912565e54254d7e1238b66fd814846d | 3,618,301 |
from typing import List
def build_actions_embed(actions: List[LoggingActions]) -> discord.Embed:
"""
A method that generates an embed detailing with LoggingActions are currently enabled.
Parameters:
actions (List[LoggingActions]): A list of currently enabled logging actions.
Returns:
... | bc9c452aea4d70456d24f24cd4d5fc7fd8135502 | 3,618,302 |
def get_tag_for_physical_resolution(res):
"""Input a physical resolution string or value, output a formatted string tag to be used in filenames.
"""
check_flag, res_value = is_physical_resolution(res, return_value=True)
if check_flag:
sigfigs = 0
fmt_str = '{:.%df}'%(sigfigs)
res... | 3db530e14f6bc5894ac63a58c6e5f1f580e8d62e | 3,618,304 |
def search_dnb(query_params):
"""
Queries the dnb-service with the given query_params. E.g.:
{"duns_number": "29393217", "page_size": 1}
{"search_term": "brompton", "page_size": 10}
"""
if not settings.DNB_SERVICE_BASE_URL:
raise ImproperlyConfigured('The setting DNB_SERVICE_BAS... | 64a1034398b65f48dd7adf8f0169ab5e609bf901 | 3,618,305 |
def connect_to_zone(zone, access_key_id, secret_access_key, lowercase=True):
""" Connect to one of zones in shanhe by access key.
"""
if lowercase:
zone = zone.strip().lower()
return APIConnection(access_key_id, secret_access_key, zone) | 757ab871338e08fdca4dac1a5950dda88f56101d | 3,618,306 |
import re
def compare_versions(value, required, verbose):
"""Compares the numerical value of two dot-separated version strings
:type value: str
:type required: str
"""
# allow for unexpected input for value.
# required is within our control.
val = [int(x) for x in re.split(r"\D+", value)... | 636550b35235dcb661e78cc38df3d856fcd263ae | 3,618,307 |
def single_resonance_statistics(r):
"""
Compute global, sequence-specific ncIDP-based chemical shifts using resonance list
"""
seq = sequence.molecule_sequence(r.condition.molecule).one_letter_codes
path = get_sparky_home()+'/Python'
prediction = compute_RC(path+'/ncIDP-cs.tab', path+'/ncIDP-dev.tab', seq... | ba19d8b338a7bcf36d668810fba8503b93af3751 | 3,618,308 |
def get_response(message, code):
"""
Create a response.
Args:
message (str): The message to include in the response
code (str): The return code to include in the response
Return:
a dict, if present key = 'Accept'
"""
response = HttpResponse(status=code)
# pylint: d... | 9f7adc270d8d4183b93664bb705482abbd577d79 | 3,618,309 |
def rk4(data, critic, step, num_step = 1):
"""Assumes data is a batch of images, critic is a Kantorovich potential,
and step is desired step size. Applies fourth order Runge-Kutta to the data num_step times
with stepsize step/num_step. Unused in TTC"""
h = step/num_step
for j in range(num_step):
... | 11f4892e1b91b2f50823d6865cdbd4420a965735 | 3,618,310 |
def configure_subinterfaces_for_vlan_range(
device, interface, vlan_id_start, vlan_id_step, vlan_id_count,
network_start, network_step,host_address_step, netmask,
ospf_network_type=None):
""" Configures multiple subinterfaces looping through vlan range
Args:
device ('obj'): Device t... | 127c592acc36d98425bbfde529efd712457f64d1 | 3,618,311 |
import logging
from datetime import datetime
def post_new_patient():
"""This is the function that receive the post request fom patient client
The in_data is sent by the patient side client. It is a dictionary with the
following keys:
"patient_name" (str): the uploaded patient's name
"MRI" (str): ... | a0325f5ca13497c7b1c4a23c806eed0f5680f68f | 3,618,312 |
def weighted_scalarizer(xs: np.ndarray, ws: np.ndarray) -> np.ndarray:
"""A simple linear weight based scalarizer.
Args:
xs (np.ndarray): Values to be scalarized.
ws (np.ndarray): Weights to multiply each value in the summation of xs.
Returns:
np.ndarray: An array of scalar... | 73dcc450fe59fdcd81e80d6da6681b3cfc92c858 | 3,618,313 |
def blueschist_felsic():
"""
Elastic constants of Felsic Blueschist (GPa) from
Cao et al. (2013), in Voigt notation
- Abbreviation: ``'BS_f'``
Returns:
(tuple): tuple containing:
* C (np.ndarray): Elastic stiffness matrix (shape ``(6, 6)``)
* rho (float): Density (2... | 96243d1ff842d01838e5be0e7f1f8b5205432d72 | 3,618,314 |
def ensure_wide_weights_is_1D_or_2D_ndarray(wide_weights):
"""
Ensures that `wide_weights` is a 1D or 2D ndarray. Raises a helpful
ValueError if otherwise.
"""
if not isinstance(wide_weights, np.ndarray):
msg = "wide_weights MUST be a ndarray."
raise ValueError(msg)
ndim = wide_w... | 28757950b28d37edad7796daed8ec9803a4aad9a | 3,618,315 |
def LMPR_complexity(dist, rvs=None, rv_mode=None):
"""
Compute the LMPR complexity.
Parameters
----------
dist : Distribution
Distribution to compute the LMPR complexity of.
rvs : list, None
The indexes of the random variable used to calculate the LMPR
complexity. If Non... | 49de6fc709f4894298e013b9a319381308aceccd | 3,618,316 |
from typing import List
async def read_users(
skip: int = 0,
limit: int = 100,
db: Session = Depends(get_db),
token: str = Depends(oauth2_scheme)
) -> List[User]:
"""
Read all users with all the information:
- **skip**: Number of records to be skipped
... | 55e9ee59e7aca321209bc10b6785d315e0f136e9 | 3,618,317 |
import typing
def load_private_key(
data: bytes,
passphrase: typing.Optional[bytes] = None,
) -> RSAPrivateKey:
"""Loads the private key and returns a Key interface.
If the private key was not encrypted duting the serialization,
``passphrase`` must be ``None``, otherwise it must be a ``bytes`` ob... | 381bdcdfe8f354080dd5b3ee96971fad0f33fc1f | 3,618,318 |
def nb_argsort(x, axis):
""" Implementation of numpy.argsort in numba. """
assert (axis==0) | (axis==1), "axis must be set to either 0 or 1."
ordered = np.zeros_like(x)
if axis == 0:
for i in range(x.shape[1]):
ordered[:, i] = np.argsort(x[:, i])
return ordered
elif axis ... | b8200775307bd28413a10532f8487bd26cb9db52 | 3,618,319 |
def edge_color(lattice: Lattice, n_colors:int = 3, all_solutions = False, n_solutions = None, fixed = []):
"""Return a coloring of the edges using n_colors different labels.
Args:
adjacency (np.ndarray): A list of pairs of vertex indices representing edges.
n_colors (int): The maximum number of... | 6179524dbc3ba2e3f475b83dbc732d3b46702def | 3,618,320 |
def read_labels(geojson_dict, crs_transformer, extent):
"""Construct ClassificationLabels from GeoJSON containing grid of cells.
If the GeoJSON already contains a grid of cells, then it can be constructed
in a straightforward manner without having to infer the class of cells.
Args:
geojson_dic... | 812ce5d999d0d571b8ab4ce96f5b7996aed4acac | 3,618,321 |
import six
def server_hardware_from_local_link_information_list(
oneview_client, local_link_information_list):
"""Get the Server Hardware from Local Link Information.
:param oneview_client: a instance of the OneView Client;
:param local_link_information_list: an list of local link information;
... | 69e38d20d4bc0eb48804e2226d52a8a688b61977 | 3,618,322 |
def maya_window():
"""Return the MayaWindow if in Maya else None."""
for each in QtWidgets.QApplication.topLevelWidgets():
if each.objectName() == "MayaWindow":
return each
return None | f119e7f985001671b8003ef26f5adc50dec3e1c5 | 3,618,323 |
def get_ode_solver(args):
"""get the ODE solver based on the given argument"""
if args.ode_solver == 'heun':
return heun_solver
if args.ode_solver == 'euler':
return euler_solver
if args.ode_solver == 'rk4':
return rk4_solver
if args.ode_solver == 'midpoint':
return m... | 2eddd0e6803563e3d79d8d0f6a0877fc4742d225 | 3,618,324 |
def create_metadata_dict():
"""A Python dictionary will be created to hold the relevant metadata.
:return: dictionary with keys for the relevant metadata
:rtype: dict
"""
metadata = {'Directory': None,
'Filename': None,
'Extension': None,
'ImageType'... | 1cb7a42e21df76c13eed3fe905030bd55c7f4af9 | 3,618,326 |
import time
def email_change_emails(driver, inbox, Users, ISAAC_WEB, GUERRILLAMAIL, WAIT_DUR, **kwargs):
"""Test if the email change confirmation emails are recieved.
- 'driver' should be a Selenium WebDriver.
- 'inbox' should be a GuerrillaInbox object.
- 'Users' must be a TestUsers obje... | 7bdfb744f6cc9d87030100b98c9465e749e7b41a | 3,618,327 |
def compute_power(rawvolts, rawamps):
"""
Compute the power. Looks trivial, but I'm gonna implement
smoothing later.
"""
power = rawvolts * 1.58
power_low = rawvolts * 1.51
power_high = rawvolts * 1.648
return power, power_low, power_high | 9202e456d4655de12ec5608011e80647cf62f7ab | 3,618,328 |
async def selector(ctx, header, select_from, timeout=120, max_len=20):
"""
Interactive routine to prompt the `ctx.author` to select an item from a list.
Returns the list index that was selected.
Parameters
----------
header: str
String to put at the top of each page of selection options... | e13f7343d24706c1121fc9630877d1c2c7cc1504 | 3,618,331 |
def prettify_labels(labels, format=None):
"""
Prettify label for typesetting in various formats
:param labels: a list of length-2 tuples, in the format(position, label)
:param format: a string with the format for the prettifier (e.g. 'agr',
'matplotlib', ...)
:return: the same list as labe... | dbcf4ed5d553d732c4bb3509f226fcb8ec8b22d9 | 3,618,332 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.