content stringlengths 35 762k | sha1 stringlengths 40 40 | id int64 0 3.66M |
|---|---|---|
def exp_map(x, r, tangent_point=None):
"""
Let \(\mathcal{M}\) be a CCM of radius `r`, and \(T_{p}\mathcal{M}\) the
tangent plane of the CCM at point \(p\) (`tangent_point`).
This function maps a point `x` on the tangent plane to the CCM, using the
Riemannian exponential map.
:param x: np.array,... | 798ee0a7016e84a454d2786b9a58c9bce23b8f62 | 42,955 |
def count_media_packages(distribution_artefacts):
"""
Count media packages in nested list.
:param distribution_artefacts: Nested list containing distribution artefacts mapped to media packages and tenants
:type distribution_artefacts: dict
:return: Amount of media packages
:rtype: int
"""
... | 715fb6e1fc1791051265a21021884a201ff08485 | 42,956 |
def get_eos_df(df,order,volpp_name='volpp',epp_name='Epp',with_error=False):
""" obtain eos_df for df
Args:
df (pd.DataFrame): raw data, must have columns [volpp,epp]
order (int): polynomial order, must be one of 1,2,3
"""
data = []
snamel = df.sname.unique()
for sname in snamel:
sel = df.sname... | 81a2859490edadde316f5e6649145e78b89a0193 | 42,957 |
def value_at_risk_1d_nb(returns, cutoff=0.05):
"""See `empyrical.value_at_risk`."""
returns = returns[~np.isnan(returns)]
if len(returns) < 1:
return np.nan
return np.percentile(returns, 100 * cutoff) | 86ab8bf763a79f868a57f5d0fcfe913d5e1fa151 | 42,958 |
def read_last_processed():
"""Read last processed build number."""
with open("last_processed", "r") as fin:
return int(fin.readline()) | 4362696222c0469c0150632650f07feb0f1a3273 | 42,959 |
def best_model_from_trials(trials):
"""Extract and return the best model object from trails."""
valid_trial_list = [trial for trial in trials
if STATUS_OK == trial['result']['status']]
losses = [float(trial['result']['loss']) for trial in valid_trial_list]
index_having_minimum_lo... | f5e6e2ce339d418614510cb5645b9e8eff0e7a11 | 42,961 |
def get_region_keys(options):
"""
Extract the region name and credentials, from the options.
:param options: options returned from OptionParser().parse_args()
:type options: optparse.Values
:rtype: k.aws.config.RegionAwsCreds
"""
region_name = options.region
if not region_name:
region_name = DEFAULT_REGION_... | a19fecefe11bef8cdc2242595c0bd6d92c4b63c4 | 42,962 |
def dirac(t, n, freq, pulse_delay):
"""
:param t: time sequence (s).
:type t: list of floats
:param n: time iteration index
:type n: int
:param freq: frequency of the sinusoid (Hz)
:type freq: float
:param pulse_delay: number of iteration for the delay of the signal defined
in the i... | 280234938eed8818666368d66b815ccb967b6dbb | 42,963 |
import pickle
import time
def video_classify(video_name):
"""
extract_feature
"""
logger.info('predict ... ')
logger.info(video_name)
imgs_path = video_name.replace(".mp4", "").replace("mp4", "frames")
pcm_path = video_name.replace(".mp4", ".pcm").replace("mp4", "pcm")
# step 1: extra... | 68276bcff8dd7d15c645a9d9daa2515486865785 | 42,964 |
def make_mag_column_names(instrument, filters):
"""
Given as input the instrument name and the list of filters needed, this
routine generates the list of output header values for the Mirage input
file.
Parameters
----------
instrument : str
'NIRCam', 'NIRISS', or 'Guider"
filte... | e003b1afb3ea2dccc4d7a29971779821e0d67361 | 42,965 |
def update(request, tid):
"""Update a PAF."""
return render(request, 'transaction/update.html', {}) | 24bac9561c0cad412218191d49eb1dbf5895279f | 42,966 |
def get_student_sessions():
"""
This api returns the student's sessions within a time frame.
"""
student_id = request.json.get('student_id', None)
start_time = request.json.get('start_time', None)
end_time = request.json.get('end_time', None)
start_time_utc = datetime_string_to_utc(start_ti... | 7cd360eb77bc91af69598dceb733aebb6d059671 | 42,967 |
import platform
def get_macos_version():
"""returns a tuple with the (major,minor,revision) numbers"""
# OS X Yosemite return 10.10, so we will be happy with len(...) == 2, then add 0 for last number
try:
mac_ver = tuple(int(n) for n in platform.mac_ver()[0].split('.'))
assert 2 <= len(mac... | 982ae4be358fbfbda02a8b184f51c7f097353a58 | 42,968 |
def RunModel(num_parameters, num_training_samples):
"""
Creates a logistic regression model of size num_parameters by initializing
the parameters randomly. Generates ground truth for the model and adds
the specified amount of noise to the labels. Then uses gradient decent to
train the model and determines the... | 6df51d24091589d78199da9212d01cef7ed35ea7 | 42,969 |
import torch
def DeterminePeople(tensor, classes):
""" Input: Tensor of all objects detected on screen
Output: Tensor of only 'people' detected on screen """
PersonIndexes = [] #Index of 'person' in tensor
CurrentIndex = 0
for t in tensor:
cls = int(t[-1])
ObjectDetected = "{0... | 37f0875fe4fbb5e636e5f63795b5634072fb80a7 | 42,970 |
def get_query_date_index(timeframe="today 5-y"):
"""Queries Google trends to have a valid index for query results that returned an empty dataframe
Args:
timeframe (string):
Returns:
pd.Series: date index of Google trend's interest_over_time()
"""
# init pytrends with query that ALW... | a23b08f56348d5f6b9d9812b9934bb72bd0b33dc | 42,971 |
def _l2t_section(label, include_section, include_marker):
"""Helper function converting section labels to text. Assumes
_l2t_subterp, _l2t_interp, and _l2t_appendix failed"""
if include_marker:
marker = u'§ '
else:
marker = ''
if include_section:
# Regulation Text with secti... | 01052effeba4f00fb1024d91c954aa6031153973 | 42,972 |
def extract_scores_from_outlist_file(outlist):
"""
:param outlist:
:return:
"""
scores = {'SEED': [], 'FULL': [], 'OTHER': []}
outlist_fp = open(outlist, 'r')
for line in outlist_fp:
if line[0] != '#':
line = [x for x in line.strip().split(' ') if x!='']
s... | cdaf7dca6784e6b7c5d9afd31b207d651824371e | 42,973 |
def init_services(service_definitions, client_get, client_authn_factory=None):
"""
Initiates a set of services
:param service_definitions: A dictionary containing service definitions
:param client_get: A function that returns different things from the base entity.
:param client_authn_factory: A lis... | 9e2184e2e0fd755a44c8bdcd74b979793ea36945 | 42,974 |
def get_clients(units=None, cacert=None):
"""Create a list of clients, one per vault server.
:param units: List of IP addresses of vault endpoints
:type units: [str, str, ...]
:param cacert: Path to CA cert used for vaults api cert.
:type cacert: str
:returns: List of CharmVaultClients
:rty... | b324e54e4468b5d518f3beeba8d916bb50a36509 | 42,977 |
def var_to_np(var):
"""Convenience function to transform `torch.Tensor` to numpy
array.
Should work both for CPU and GPU."""
return var.cpu().data.numpy() | 5c68a839f4d9c4dfbcf3ec7d695ebacf402470ae | 42,978 |
def is_aaai_url(url):
"""determines whether the server from url
@param url : parsed url
"""
return 'aaai.org' in url.netloc | 36a5a71de9c40ad287e44f064aa85053ed13eef9 | 42,979 |
import ssl
import ctypes
def ModExp(a, b, c):
"""Uses openssl, if available, to do a^b mod c where a,b,c are longs."""
if not _FOUND_SSL:
return pow(a, b, c)
# convert arbitrary long args to bytes
bytes_a = number.LongToBytes(a)
bytes_b = number.LongToBytes(b)
bytes_c = number.LongToBytes(c)
# conv... | 2cb6c47b33a0ede55df72cce2e6d960f80bd00bc | 42,980 |
def get_words_label(words_data: list) -> list:
"""
得到当前数据集下的词汇表
:param words_data: 读取到的词语数据
:return: 词汇表
"""
# 使用 set 去重
words_label = set({})
for words in words_data:
words_label.update(words[1])
res = list(words_label)
res.sort()
return res | d9ce0701c3c1baff1067d5c96a7730dc42b027f9 | 42,982 |
def home(request):
"""
Controller for the app home page.
"""
# Get the options for the GLDAS Variables
variables = gldas_variables()
variable_opts = []
for key in sorted(variables.keys()):
variable_opts.append((key, variables[key]))
del variables
date_opts = available_dates()... | 45a4d19c90f0b91c79b72da9e930144408a10992 | 42,983 |
import json
def add_identifier(request):
"""
Create an Actor Identifier. Should be an AJAX POST.
:param request: Django request.
:type request: :class:`django.http.HttpRequest`
:returns: :class:`django.http.HttpResponseRedirect`
"""
if request.method == "POST" and request.is_ajax():
... | e366c33c1960fe0e505cf427ce4a1c4a42bd6760 | 42,984 |
def alias_(expression, alias, table=False, dialect=None, quoted=None, **opts):
"""
Create an Alias expression.
Expample:
>>> alias_('foo', 'bar').sql()
'foo AS bar'
Args:
expression (str or Expression): the SQL code strings to parse.
If an Expression instance is pass... | 2f82256913d610c28ba500773717679e8cbaff8e | 42,986 |
async def async_attach_trigger(hass, config, action, automation_info):
"""Listen for state changes based on configuration."""
device_registry = await hass.helpers.device_registry.async_get_registry()
device = device_registry.async_get(config[CONF_DEVICE_ID])
trigger = (config[CONF_TYPE], config[CONF_SU... | a2b9ee295d648c689f9f6e8d6e55f9d568cd940e | 42,987 |
import functools
def forward_errors(func):
"""
Transforms ``func`` in order to forward any ``grpc.RPCError`` returned by the upstream grpc as the result of the
current grpc call.
"""
@functools.wraps(func)
def wrapper(self, request, context, *args, **kwargs):
try:
return f... | 4c33fa2ac5ec0241a5c783de78da7dcb7d9690b9 | 42,988 |
import decimal
def add_graph_data(graph, dataset, value, cluster=None, horiz_value=None, pval=None, val_min=None, val_max=None):
"""Add a graph datapoint.
Return the newly created GraphData object on success.
Raise a LoaderException on error, or if the provided arguments are not valid for the graph.
"""
if ... | 0a3e6be86174433de140cad4d2a2e5870e8a1acf | 42,989 |
def run_sim(systems, trades, edge=0.1, pnl=0.01):
"""
模拟多个参数组合的资金曲线，策略的胜率从-edge ~ edge
:param systems: 参数数量
:param trades: 交易次数
:param edge: 最优参数的额外胜率
:param pnl: 每次交易盈亏百分比的标准差
:return: 实际最优参数的排名，回测结果最好参数的实际edge
"""
# 参数1～N的盈利笔数
win_rate_list = 0.5 + np.linspace(-1 * edge, edge,... | 67db3b4c9ce90c9316049eb9246c443cc904b2a3 | 42,990 |
def verify_ldp_database_session(
device,
interface=None,
expected_interface=None,
label_type='input',
local_label=None,
max_time=60,
check_interval=10,
):
"""Verifies ldp session exists
Args:
device (obj): device object
interface (str): Interface to use in show comma... | 4173d56992468542e2d56ffb5be9a97ea341891a | 42,991 |
def get_exptype_counts(exposures, calibs, width=300, height=300, min_border_left=50, min_border_right=50):
"""
Generate a horizontal bar plot showing the counts for each type of
exposure grouped by whether they have FLAVOR='science' or PROGRAM='calib'
ARGS:
exposures : a table of exposures whic... | ed1378b9749ce188b70933768c54078a270db613 | 42,993 |
def map(**kwargs):
"""Returns a dictionary of the given keyword arguments mapped to their
values from the environment.
"""
d = {}
e = lower_dict(environ.copy())
for k, v in kwargs.iteritems():
d[k] = e.get(v)
return d | 4bd95e2575fa6262c5635fbf805c4dbe1272b01c | 42,994 |
def login_ui():
"""
Login to OpenShift Console
return:
driver (Selenium WebDriver)
"""
logger.info("Get URL of OCP console")
console_url = config.UI_SELENIUM.get("url")
browser = config.UI_SELENIUM.get("browser_type")
if browser == "chrome":
logger.info("chrome browser... | 280278c3db9eac33c6f49f85c58c8cd4388f8591 | 42,996 |
def hover_over(spell: str,
stopcast: bool = False,
dismount: bool = True,
) -> str:
""" Hover over target. """
macro = f'#showtooltip {spell}\n'
if stopcast:
macro += '/stopcast\n'
if dismount:
macro += '/dismount\n'
macro += f'/use [@mous... | 74586c97b971cbfab169c1777b6c82921015e8ba | 42,997 |
def read_story_file(filename):
"""read story file, return three lists, one of titles, one of keywords, one of stories"""
title_list, kw_list, story_list = [], [], []
with open(filename, 'r') as infile:
for line in infile:
title, rest = line.strip().split('<EOT>')
kw, story = ... | f354618f57eef3f8c842f2802044bc0fea0666f7 | 42,998 |
def rotate_points(points, width=600, height=300):
"""180 degree rotation of points of bbox
Parameters
----------
points: list or array
Coordinates of top-left, top-right, bottom-left and bottom-right points
width, height: int
Width/height of perspective transformed module image
Return... | ca15ebb21d9c34ba69049831395ce48de44c70a7 | 42,999 |
def inSkipTokens(start, end, skip_tokens: list) -> bool:
"""
Check if start and end index(python) is in one of skip tokens
"""
for token in skip_tokens:
if start >= token[0] and end <= token[1]:
return True
return False | a51124471eb9f1c3be84f132fc4cce3dad6ef336 | 43,000 |
def comp(a,b,av=None,bv=None,domatch=True,out=None) :
""" VSCATTER comparison of two different data sets
"""
if domatch :
i1,i2=match.match(a['APOGEE_ID'],b['APOGEE_ID'])
gd = np.where(a['NVISITS'][i1] == b['NVISITS'][i2])[0]
a=a[i1[gd]]
b=b[i2[gd]]
fig = vscat(a)
vs... | 265834ad57d4eae8e2ef4278e56bba593f1af62c | 43,001 |
def create_canvas_obj(stroke_width, drawing_mode, realtime_update, background_image, key, height, width):
"""
Creating a canvas object in Streamlit with the parameters specified by the user.
"""
canvas_result = st_canvas(
fill_color="rgba(255, 165, 0, 0)",
stroke_width=stroke_width,
... | c0bc8b5f82b0fc6f4f2624923de8e8b93e77fa5e | 43,002 |
import time
def get_observed_entity_list(): # noqa: E501
"""get observed entity list
get observed entity list # noqa: E501
:param timestamp: the time that cared
:type timestamp: int
:rtype: EntitiesResponse
"""
timestamp = time.time()
entities = []
# obtain tcp_link entities
... | 2ff032fd62a825d673a513ce7789ae4ed7055713 | 43,003 |
def datetime_to_time_str(dattim):
""" Converts datetime to a string containing only the time.
@rtype : str
"""
return dattim.strftime(TIME_STR_FORMAT) | a93e124a9ebcf531e5dca1c0816a3a0e6ddf1dfa | 43,004 |
from typing import List
from typing import Union
def nest_tokens(tokens: List[Token]) -> List[Union[Token, NestedTokens]]:
"""Convert the token stream to a list of tokens and nested tokens.
``NestedTokens`` contain the open and close tokens and a list of children
of all tokens in between (recursively nes... | 14e6c803a7ce3c9ce50f47ea69dfd6b7d6e09db6 | 43,005 |
def is_restricted(fname):
""" Is the filename restricted
- not to be downloaded by non question editors?
"""
if fname in ('datfile.txt', 'datfile.dat', 'qtemplate.html',
'marker.py', 'results.py'):
return True
if fname.startswith("_"):
return True
if fname.en... | 5da7491791aed0364c685a30854c8d9d268eeb5c | 43,007 |
def getBlock(lines, row):
"""
Parameters
----------
lines
row
Returns
-------
"""
block = []
for i in range(row, len(lines)):
if lines[i][0] == 'END':
return i, block
else:
if lines[i][0] != '#':
block.append(lines[i]) | 7c8f8e45084eb9ff92d7c68fc03bf285d98ab2d7 | 43,008 |
def serve_suggestions(request):
"""Returns a list of nodes matching the given query"""
# Retrieving the query
query = request.GET.get("q")
if query:
# connecting to mongodb with the credentials defined above
client = pymongo.MongoClient(f"mongodb://{USERNAME}:{PASSWORD}@{HOSTNAME}")
... | 8e9625da706b0ba0906be8fa0f78e452b0386a88 | 43,009 |
from pathlib import Path
import tomli
def get_project_name() -> str:
"""Find project name, which is prefix for info distributions.
Returns:
str: the name of package specified in pyproject.toml
Raises:
EnvironmentError: if file pyproject.toml is not found.
"""
pyproject_path = sea... | 500c549ba799ef845687c5704abd9f8753366e8c | 43,010 |
import math
def gcj02_to_wgs84(lng, lat):
"""
GCJ02(火星坐标系)转GPS84
:param lng:火星坐标系的经度
:param lat:火星坐标系纬度
:return:
"""
if not in_hz(lng, lat):
return lng, lat
dlat = transformlat(lng - 105.0, lat - 35.0)
dlng = transformlng(lng - 105.0, lat - 35.0)
radlat = lat / 180.0 * ... | 1fd96b505d9651ed3ad386094d115eb046113d41 | 43,012 |
def get_related_sets(node):
"""Return objectSets that are relationships for a look for `node`.
Filters out based on:
- id attribute is NOT `pyblish.avalon.container`
- shapes and deformer shapes (alembic creates meshShapeDeformed)
- set name ends with any from a predefined list
- set in not in ... | a901ce6ce367faa01691e6e0131bdcba1e399205 | 43,013 |
import re
def get_geoinfo(location: str) -> dict:
"""
Infer geographical ISO information from location
:param location: geo location of the person
:return: dictionary with ISO geo-information
"""
mapping = get_country_mapping()
if location:
search = re.search(r'\((.*?)\)', location... | 74f55d45286ac3170282d63383af7a8e473c2381 | 43,015 |
def Hl_operator(omega):
"""
implements Hl operator in eq 20
"""
omega_norm = np.linalg.norm(omega)
term1 = (1/2)*np.eye(3)
if (omega_norm < 1.0e-5):
return term1
term2 = np.nan_to_num((omega_norm - np.sin(omega_norm)) / (omega_norm**3)) * skew(omega)
term3 = np.nan_to_num(... | 839ff879c45a2551e02ad4c95e59207bddf8dab1 | 43,016 |
def get_world_inverse_matrix(mobj):
"""
Returns world inverts matrix of the given Maya object
:param mobj: MObject, Maya object we want to retrieve world inverse matrix of
:return: MMatrix
"""
inverse_matrix_plug = api.DependencyNode(mobj).find_plug('worldInverseMatrix', want_networked_plug=Fal... | 3be1fdc05c04eaf8ebfd5e1f757900ec2fd496b6 | 43,017 |
def sum_of_even_valued_fibonacci_numbers() -> int:
"""Sum of even valued Fibonacci numbers.
The values of the Fibonacci sequence should not exceed four millions.
Returns:
int: returned sum.
"""
return sum(get_even_fibonacci_sequence()) | 1405bb172f82638c7da56b74491ded54e660e8ae | 43,018 |
from typing import Dict
from typing import Any
def get_event_dict(event: Event) -> Dict[str, Any]:
"""Get event dict."""
final_event_dict = {}
event_dict = event.__dict__.copy()
final_event_dict["point"] = event.point.__dict__.copy()
final_event_dict["is_site"] = event.is_site
final_event_dict... | f75cbdba563fd428b7b13367e155b98cd35c6711 | 43,019 |
from datetime import datetime
def get_customer_lifetime(df_cust, ref_date, start_date):
"""
Takes in a customer dataframe and
returns the customer lifetime based
on a reference date.
Parameters:
-----------
df_cust : dataframe
Customer dataframe
ref_date : str
... | 8cc20bee96ec61b71e24b9e0e17dd4d5f034cc1f | 43,020 |
def helicsFederateIsAsyncOperationCompleted(fed: 'helics_federate') -> "helics_bool":
"""
check if the current Asynchronous operation has completed
Parameters
----------
* `fed` :
the federate to operate on
Returns
-------
0 if not completed, 1 if completed
"""
retur... | 282e4831e84212be5eec0dd48968d852e04fbe27 | 43,021 |
def svn_fs_change_node_prop(*args):
"""
svn_fs_change_node_prop(svn_fs_root_t root, char path, char name, svn_string_t value,
apr_pool_t pool) -> svn_error_t
"""
return _fs.svn_fs_change_node_prop(*args) | 87c8cd35189257e75c65eea23e6abdb969e283ea | 43,022 |
def macaulay_duration(cashflows, discount_rate):
"""
Computes the Macaulay Duration of a sequence of cash flows
"""
discounted_flows = discount(cashflows.index, discount_rate)*cashflows
weights = discounted_flows/discounted_flows.sum()
return np.average(cashflows.index, weights=weights.squeeze()... | eee20c900ad7b2f65a34ab1d10a1bf73e87cef9f | 43,023 |
def precheck(context):
"""
calls a function named "precheck_<key>" where <key> is context_key with '-' changed to '_'
(e.g. "precheck_ami_id")
Checking function should return True if OK, or raise RuntimeError w/ message if not
Args:
context: a populated EFVersionContext object
Returns:
True if the p... | c4bb435dc40d9504f710d9c4df4ca11163e037c8 | 43,024 |
from pathlib import Path
async def print_text(req: Request, request: PrintTextRequest) -> ResponsePayload:
"""Print a text"""
config = Config()
database = Database()
print_id = database.generate_print_id()
username = req.state.user_info["username"]
printer = Printer()
_print_header(config... | 9ca8d3e2e2664aac01cc55456a58520a65a265eb | 43,025 |
def catch_index_error(what, otherwise):
"""
runs callable 'what' and catches IndexErrors, returning 'otherwise' if one occurred
:param what: callable
:param otherwise: alternate result in case of IndexError
:return: result of 'what' or 'otherwise' in case of IndexError
"""
try:
retur... | 9138dcea8464f98fcf84edc4d0991cafe9ebd97c | 43,026 |
def alert(alertID=1):
"""
Serves an individual alert investigation report for the given alert ID.
"""
pageState = "{ type: 'alert', dataID: '" + alertID + "' }"
return render_template(
'technical/index.html',
content=g.config['TECHNICAL_CONFIG'],
page=pageState,
langa... | 86ef70d5fbfa45d4a0f84598bb07347f2bc6b6de | 43,027 |
def decode_data_sequence(data):
"""Read encapsulated data and return a list of strings.
Parameters
----------
data : str
String of encapsulated data, typically dataset.PixelData
Returns
-------
list of bytes
All fragments in a list of byte strings
"""
# Convert data... | ed98e459741cbf741a48f40a0a484c248222886f | 43,028 |
def LF_CG_DISTANCE_SHORT(c):
"""
This LF is designed to make sure that the compound mention
and the gene mention aren't right next to each other.
"""
return -1 if len(list(get_between_tokens(c))) <= 2 else 0 | 920a0db568e82f6f841f57ea682b3bfd42a1d9da | 43,029 |
def generate_motions(p, u, a, d, plane_center, bbox, radius=500, n=32):
"""Generate random robot motions that point sensor at plane
Generate n motions that keep the sensor at position p and orientation u
pointing at the plane given by a[0] + a[1] + a[2] + d = 0
Args:
p: 3D position of sensor o... | 5962464cdf33dab9fb1a5d2609ade533e04b95a6 | 43,030 |
from datetime import datetime
def timesince(dt, default="just now"):
"""
Returns string representing "time since" e.g.
3 days ago, 5 hours ago etc.
"""
now = datetime.utcnow()
diff = now - dt
periods = (
(diff.days / 365, "year", "years"),
(diff.days / 30, "month", "m... | 3b4ecbd30f7769c746e1b7485f8c84ff626d13e5 | 43,031 |
def group_zero_one_loss(y_true, y_pred, group_membership, *,
normalize=True,
sample_weight=None):
"""A wrapper around the :any:`sklearn.metrics.zero_one_loss` routine.
The arguments remain the same, with `group_membership` added.
However, the only positional a... | 4f7b664185587bb2852c255f6a8ae791fca0be2f | 43,033 |
from typing import Union
def build_from_dataframe(data: pd.DataFrame,
tz: Union[str, list]=None,
unit: Union[str, list]=None,
name: Union[str, list]=None,
type: Union[str, list]=None
) -> list:... | ae43ef4b198e52df1db07fb9a5207ac0d8479835 | 43,035 |
def unauthorized():
"""Redirect unauthorized users to Login page."""
flash("You must be logged in to view that page.")
return redirect(url_for("auth.login")) | a2f4d45c3f2ab215ba350759102022de849804d6 | 43,036 |
def shape(parameter):
"""
Get the shape of a ``Parameter``.
Parameters
----------
parameter: Parameter
``Parameter`` object to get the shape of
Returns
-------
tuple:
shape of the ``Parameter`` object
"""
return parameter.shape | ceb2b9a6199d980386b306ff329b797dc1815a29 | 43,037 |
def readFlatWFS(fn,interp=None):
"""
Load in data from WFS measurement of flat mirror.
Assumes that data was processed using processHAS, and loaded into
a .fits file.
Scale to microns, strip NaNs.
If rotate is set to an array of angles, the rotation angle
which minimizes the number of NaNs i... | f3f0872cc071f23c7c68c8cb503a209167968e27 | 43,038 |
def filter_specials(letter):
"""Filter based on dict SPECIAL"""
return SPECIAL[letter] if letter in SPECIAL else letter | ef152930615c2eb9158de30ebfa2be773b900e90 | 43,039 |
from typing import Union
from typing import Sequence
def mape_score(
y_true: Union[Sequence[float], np.ndarray, pd.Series],
y_pred: Union[Sequence[float], np.ndarray, pd.Series],
) -> float:
"""Calculates the Mean Absolute Percentage Error, a common metric used for Time Series Problems
Parameters
... | baa87b285e81eb26323547d0e9d5ea7c5eff8dcd | 43,040 |
import inspect
import tempfile
import scipy
def EKOI(x,n=INFO, small=True,dir=tempDir, sz=500., label=""):
"""
output x variable name, create an image based on x value and output a string which cause emacs to display the image
"""
r = ""
frame = inspect.currentframe()
ff = inspect.getouterfram... | df3fae3335f6003ca276ae69661650fdd7f3be35 | 43,042 |
def get_fusion_major_courses(fusion_major_soup):
"""
:param related_major_soup:
SoupParser.soup_jar['융합전공']
:return:
["빅데이터융합", ...]
"""
lecture_dropdown = fusion_major_soup.find_all('div', {'style': 'height:10em;overflow-y:scroll;'})[1]
ret = []
for i in lecture_dropdown.find_all(... | ec053466955547140e458e0d17e8935d81e3da1c | 43,043 |
def setup(hass, base_config):
"""Start Tentalux platform."""
config = base_config.get(DOMAIN)
host = config[CONF_HOST]
port = config[CONF_PORT]
name = 'tentalux'
controller = TentaluxController(host, port)
controller.connect()
devs = {'light': [], 'scene': [], 'camera': []}
# One l... | 2d1a26560a2b2ef03b8ecbd74e8fd2dcdd8db278 | 43,044 |
def position_split(position_source, position_cible):
"""Prend les arguments positions_sources et position_cible et sépare la lettre et le chiffre. Les chiffres sont
transformé en entier dans l'objectif d'appliquer des opérations mathématiques. La lettre est transformé en
index dans l'objectif d'apli... | 51216b32614a6d9dd41216b445b9cc3036abf8f3 | 43,046 |
def shannon_entropy(mag, magerr):
"""Shannon entropy (Shannon et al. 1949) is used as a metric to quantify the amount of
information carried by a signal. The procedure employed here follows that outlined by
(D. Mislis et al. 2015). The probability of each point is given by a Cumulative Distribution
Fun... | 67628d332a2a0c028d39f3e074968ed5fb9c597f | 43,048 |
def _item_attributes_match(crypto_config, plaintext_item, encrypted_item):
# type: (CryptoConfig, Dict, Dict) -> Bool
"""Determines whether the unencrypted values in the plaintext items attributes are the same as those in the
encrypted item. Essentially this uses brute force to cover when we don't know the ... | 3b1520b05c043e0f3aaec40746646e9297dc4136 | 43,050 |
import json
def get_all_years():
""" All years report """
return json.dumps(query_for_date(4)) | 97af82b3116ef18dfa90073b8ca096790d3d519a | 43,052 |
def generate_title_label_pred(tweets_dict):
"""Generate predicted cluster labels for data points based on title similarity"""
global tfidf_titles
# Get the list of sample_num number of titles from the dict corpus
title_list = corpus_list(tweets_dict, 0, sample_num)
# Taking stems and synonyms into account for stri... | 7c9d419acd001992df8ad764c55c39697c77f875 | 43,053 |
def underline_code(
source: str,
location: SourceLocation,
end_location: SourceLocation,
padding: int = 1,
) -> str:
"""Underline code."""
pos, lineno, colno = location
end_pos, end_lineno, end_colno = end_location
view_begin = pos
view_end = end_pos
for _ in range(padding + 1)... | de50934cf8cb692366ea87fe45d4774aee6a3715 | 43,054 |
def generateTruth(samples):
"""
generates truth data is sample infected
:param samples: samples to generate truth for
:return: truth
"""
truth = [{'SampleID': sample['SampleID'],
'Truth': decision(sample['CurrentProb'])} for sample in samples]
return tru... | 8ca0cf4ccdafe97769ab4f8f7a1dc90d9b5b4d37 | 43,055 |
def aggregate_single_eval( # noqa: C901
result_dict: dict, all_seeds_for_run: list, eval_name: str
) -> dict:
"""Mean over seeds of single config run."""
new_results_dict = {}
data_temp = result_dict[all_seeds_for_run[0]]
# Get all main data source keys ("meta", "stats", "time")
data_sources = ... | 17edc40ff26dfceecbb85f21dc97ffa52abe6973 | 43,056 |
def information(file_name):
""" adds information extension, if missing
:param file_name: name of file
:type file_name: str
:returns: file with extension added
:rtype: str
"""
return _add_extension(file_name, Extension.INFORMATION) | 125fe007c33e00aceee50e159ce41f494d4ffddc | 43,057 |
from typing import Union
from typing import Optional
def restrict_chat_member(token: str,
chat_id: Union[int, str],
user_id: int,
permissions: ChatPermissions,
until_date: Optional[int] = None
... | ce2069c63fea420593b79d3c72298e346f7d8ac6 | 43,058 |
def access_message(user_profile, message_id):
# type: (UserProfile, int) -> Tuple[Message, UserMessage]
"""You can access a message by ID in our APIs that either:
(1) You received or have previously accessed via starring
(aka have a UserMessage row for).
(2) Was sent to a public stream in your r... | f120077e133a09ef94be2ae7ae3aeff2fb4778da | 43,059 |
def transfer_continue_pinyin_to_hanzi(param, model='dag'):
"""
全拼音按音节切分后转汉字
:param param:
:param model:
:return:
"""
try:
if param.strip() == '':
raise Exception('invalid param')
if is_chinese(param):
return param
else:
pinyin = con... | 49e2716bda2c65f2159f0b39b07bbd326353f79a | 43,060 |
def del_clipboard():
"""Delete a clipboard entry"""
id = int(request.form.get("id"))
cb.delete(id)
return "" | 71511b9e403b280ffa14d1861c1eaf7c97240b1d | 43,062 |
from typing import Optional
from typing import Dict
from typing import Callable
from typing import Any
from typing import List
def to_list(
mapping: Optional[Dict[Key, Val]],
key_transform: Callable[[Key], Any] = str_if_bytes,
val_transform: Callable[[Val], Any] = to_redis_type,
) -> List:
"""Flattens... | c04c351858281d1807ea5e388bb4466217f71d29 | 43,063 |
def check_down_diagonal(board):
"""
Checks to see if one of the players got all the spaces in the diagonal
going from top-left corner to bottom-right corner. If so,
it returns the symbol for that player. If not, it returns None.
"""
symbol = board[0][0]
for row in range(1, SIZE):
if board[... | 7cf37de563288482fa6608efa7cb2151ea352ed4 | 43,064 |
def get_bbf_file(data_file_name):
"""Return information from file in bbf/bbf/data/...
Do NOT call on import time --
that would make flamedisx unusable to non-XENON folks!
"""
ensure_repo('XENON1T/bbf.git', BBF_PATH)
return fd.get_resource(f'{BBF_PATH}/bbf/data/{data_file_name}') | 6be27a840bc73b6290f958a13536aa770b6d6af2 | 43,065 |
def load(
phonopy_yaml=None, # phonopy.yaml-like must be the first argument.
supercell_matrix=None,
primitive_matrix=None,
is_nac=True,
calculator=None,
unitcell=None,
supercell=None,
nac_params=None,
unitcell_filename=None,
supercell_filename=None,
born_filename=None,
f... | 53197ded23e46c38410acab530301036969f6c92 | 43,066 |
def vote():
"""
allows the governance contract to approve or deny a new value
if governance approves, the num_votes counter increases by 1
if governance rejects, the reporter's ALGO stake is sent to
the governance contract
solidity equivalent: slashMiner()
Args:
0) will always be equal... | 2020c77b0d765164da81c9b54f28121ed640649f | 43,068 |
def load_w2v_instance(file_path):
"""
Load a word2vec instance given its file path.
:param file_path: File path where the instance is located.
:return: Word2vec instance.
"""
return w2v.Word2Vec.load(file_path) | 8399e084e10c31954caef9c6a601a35394a357da | 43,069 |
import requests
def get_streets_with_postal_codes_by_city(city_name, way_type=None):
"""
:param city_name: name of city in English
:return:
"""
query_template_path = core_path() / 'osm' / 'templates' / 'get_streets_with_postal_codes_by_city_name.txt'
with query_template_path.open(... | 3e88baa1337f00667b0d51ac93d8386cef801712 | 43,070 |
def get_maj_answer(votes_per_answer):
"""
:param votes_per_answer: dictionary with {'1': int, '2': int}, where the ints add up to NBR_ANNOTATORS
:return: the majority answers, i.e., number of votes at least half that of the number of annotators;
raises error if the answers are tied
"""
if (len(... | 87baeafd2ff39c4aa0ea970f501d1c195ffadecd | 43,071 |
def find_subsequence(sequence, query):
"""
Find a subsequence in a sequence.
Parameters
----------
sequence : Sequence
The sequence to find the subsequence in.
query : Sequence
The potential subsequence. Its alphabet must extend the
`sequence` alphabet.
Retu... | c21e37866df09ac71b7af7a1d33a4a82b168ce17 | 43,072 |
def get_retention_period(instance):
"""
Finds "Backup" tag in list of tags or returns default period (7 days)
:param instance: dict Dictionary output with instance details from describe_instances call
:return: Retention period for that instance
"""
for tag in instance["Tags"]:
if tag["Ke... | 4f122f91ecdae5cead86a8f1703d7c9d19111e16 | 43,073 |
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