content stringlengths 35 762k | sha1 stringlengths 40 40 | id int64 0 3.66M |
|---|---|---|
def get_average_precisions(gt: list, predictions: list, class_names: list, iou_thresholds: list) -> np.array:
"""Returns an array with an average precision per class.
Args:
gt: list of dictionaries in the format described below.
predictions: list of dictionaries in the format described below.
... | e04e04cb5214219a5fdb341a4577036241b8b241 | 46,000 |
import random
def make_stan_person(num1, num2):
"""字段列表
"busi_reg_no":"客户号",
"ctnm":"客户名称",
"cten":"拼音/英文名称",
"client_tp":"客户类别",1客户，2商户
"account_tp":"账户分类",1/2/3代表1、2、3类账号
"busi_type":"业务类型",
"smid":"主体特约商户编号",
"citp":"证件类型",
"citp_ori":"证件类型原值",
"citp_nt":"证件类型说明",
"c... | c8d30542b75de2f499cf664319eb5fc0fb0d2fec | 46,001 |
def zeros(shape, dtype=None, name=None):
"""
The OP creates a tensor of specified :attr:`shape` and :attr:`dtype`, and fills it with 0.
Args:
shape(tuple|list|Tensor): Shape of the Tensor to be created, the data type of ``shape`` is int32 or int64.
dtype(np.dtype|str, optional): Data type o... | d76ee2f286054459438b75136ab5404dbb26becb | 46,002 |
import numpy
def scroll_array(array: numpy.ndarray, dx: int=0, dy: int=0) -> numpy.ndarray:
"""
Scroll pixels inside a 3d array (RGB values)
Use dy to scroll up or down (move the image of dy pixels)
:param dx: int, Use dx for scrolling right or left (move the image of dx pixels)
:param dy: int, ... | ac05c552af73a2a655938c7bfadbb5f6225b88f4 | 46,003 |
import pathlib
def available_datasets(dataset_path=None, keys_only=True):
"""Get a list of available datasets.
Parameters
----------
dataset_path: path
location of saved dataset files
"""
if dataset_path is None:
dataset_path = processed_data_path
else:
dataset_pat... | 2aaf4b578ea992e1d43113c67f5f097d0f62abba | 46,004 |
def get_user_by_username(username):
"""
Get user by username helper
:param username:
:return: user query object
"""
user = User.query.filter_by(username=username).first()
return user | 50816187b85bde183fdf6d3dfe4cb28d5fafebf3 | 46,005 |
def pproc_Kirchhoff_2d(size, shape: nparray, points: nparray,
solution: nparray, D: nparray, S: nparray,
loads: nparray):
"""
JIT-compiled function that calculates post-processing quantities
at selected ponts for multiple left- and right-hand sides.
... | b5e40e229b9cefaad7f0fc9ca166946acde164b2 | 46,006 |
def make_interrupt(name, irq, description):
"""make an interrupt"""
i = interrupt()
i.name = name
i.irq = irq
i.description = description
return i | b81580f4426da5b68ee69a532cddfa18fd2d99b5 | 46,007 |
def stacked_bar(tag, title, datalist):
"""
data list should be a list of dictionary formatted as follows
{"name": "A"
"data": {
"R1_mapped": 50,
"R2_mapped": 50,
"R1_unmapped": 50,
"R2_unmapped": 50,
}
}
"""
dataitems = ""
for item in datalist:
... | 2d19d8b15e10d54690f69940aa5cdedff317af00 | 46,008 |
def version(api, verify_version=False):
"""Obtain a dictionary of versions for the Podman components."""
response = api.request("GET", "/_ping")
response.read()
if response.getcode() == HTTPStatus.OK:
return response.headers
# TODO: verify api.base and header[Api-Version] compatible
retu... | 840e80866d009df10d77b5d8105de26f2b91c454 | 46,009 |
async def restart(hub, ctx, name, resource_group, **kwargs):
"""
.. versionadded:: 1.0.0
Restart a virtual machine.
:param name: The name of the virtual machine to restart.
:param resource_group: The resource group name assigned to the
virtual machine.
CLI Example:
.. code-block... | 4296e109471c2d376b9a571f1dc9749a9f4b8699 | 46,010 |
def mk_models_NO1(activation, mid_units, dropout_rate,dropout_rate_2,X_train,LEARNING_RATE):
"""
RGB画像を対象に分類を行います
入力サイズは基本(image_num,64,64,3)
畳み込みは2回
"""
filter_num=get_filter_num()
labels=get_labels()
model = Sequential()
model.add(Conv2D(32, (3, 3), padding='same',input_shap... | c7d958de69a74319d820495cdd25065cf00c6fd3 | 46,011 |
def cli(ctx, workflow_id, label):
"""Get a list of workflow input IDs that match the given label. If no input matches the given label, an empty list is returned.
Output:
list of workflow inputs matching the label query
"""
return ctx.gi.workflows.get_workflow_inputs(workflow_id, label) | 266434ed4cf55c822cb231114d20f0388f70b879 | 46,012 |
def cvCalcAffineFlowPyrLK(*args):
"""
cvCalcAffineFlowPyrLK(CvArr prev, CvArr curr, CvArr prev_pyr, CvArr curr_pyr,
CvPoint2D32f prev_features, CvPoint2D32f curr_features,
float matrices, int count, CvSize win_size,
int level, char status, float track_error,
CvTermCriteria crit... | c3ea0716a12e993fee2a63219989f3abf9b2197e | 46,013 |
import os
def get_artifacts_store_name():
"""Get the artifacts store name"""
return os.getenv(POLYAXON_KEYS_ARTIFACTS_STORE_NAME) | 1ec6f4e81c4483b0059f638bcd6ef7cce4d61ffd | 46,014 |
from typing import Optional
def build_sgpr(
data: Dataset,
search_space: SearchSpace,
kernel_priors: bool = True,
likelihood_variance: Optional[float] = None,
trainable_likelihood: bool = False,
num_inducing_points: Optional[int] = None,
trainable_inducing_points: bool = False,
) -> SGPR:
... | 709abf48da0bf2c4df8e6f7d3db76912477f06bf | 46,015 |
def cb_config(data, option, value):
"""Script option changed, update our copy."""
option_name = option.split(".")[-1]
if option_name in vimode_settings:
vimode_settings[option_name] = value
if option_name == 'user_mappings':
load_user_mappings()
if "_color" in option_name:
lo... | 64cee35e2dbe8cab3017e658ed21ac77bd078d98 | 46,016 |
def phasedivergent(repo, subset, x):
"""Mutable changesets marked as successors of public changesets.
Only non-public and non-obsolete changesets can be `phasedivergent`.
(EXPERIMENTAL)
"""
# i18n: "phasedivergent" is a keyword
getargs(x, 0, 0, _(b"phasedivergent takes no arguments"))
phase... | b7d9c00160bfe06d50d5e46903f6d0af46d0768e | 46,017 |
def find_on_screen(file):
"""
:param file: image
:return: the x and y coordinate and width and height dimensions of the image on the screen
"""
return gui.locateOnScreen(file) | 9111e66abd4986ed7540dd9e6541c4220db81393 | 46,018 |
import os
def _get_rpg_files(path_to_files, level):
"""Returns list of RPG files for one day sorted by filename."""
files = os.listdir(path_to_files)
files = [f"{path_to_files}{file}" for file in files
if file.endswith(str(level))]
files.sort()
return files | 27ffcedb5c7f5fde6bf440c164327c81c40c0d73 | 46,019 |
from pyNastran.op2.dev.op4 import OP4
def proccess_drm1_drm2(op2file, op4file=None, dosort=True):
"""
Process op2/op4 file2 output from DRM1/DRM2 DMAPs to form data
recovery matrices.
Parameters
----------
op2file : string
Either the basename of the .op2 and .op4 files, or the full
... | 03721bfb60ec1893071e1bc8530ed033eb0d6d59 | 46,020 |
def ugrnn_transform(state: tf.Tensor,
inputs: tf.Tensor,
W_gates: tf.Tensor,
b_gates: tf.Tensor):
"""
Performs a standard UGRNN transformation.
"""
# Compute the linear transformation for the gates
stacked = tf.concat([inputs, state], axis=... | a0957ea7f183143d9f80c6043e892fe6157df835 | 46,021 |
def f(xx, uu, uref, t, p):
""" Right hand side of the vectorfield defining the system dynamics
:param xx: state
:param uu: input
:param uuref: reference input (not used)
:param t: time (not used)
:param pp: additionial free parameters (not used)
:return: ... | e348be5a4f687e3aae1502b94d7810956b818747 | 46,022 |
def overview_data(vv, state = None,p = 0.25):
"""
Fetches, filters, and cleans Voteview
NOMINATE data and returns as JSON string
Args
- p: sample proportion
"""
if state != None:
p = 1.0
vv = filter_state(vv, state)
vv = filter_cols(vv,COLS)
vv = add_part... | 3ff21acbdfe87fb013c303238dbfbea34f52c2d8 | 46,023 |
def return_prediction(model, sample):
"""Return a prediction for heart classification
Arguments:
model {model.h5} -- Pre-trained model to predict the heart classification
sample {array} -- Sample of the ECG reading of dimension (1,186,1)
Returns:
string -- Returns the predictions
... | 6e0e5885a32781fff3917f7cd1b1eb6a0e228cf5 | 46,024 |
import importlib
import pkgutil
def import_submodules(package, recursive=True):
"""
Import all submodules of a module, recursively, including subpackages
:param package: package (name or actual module)
:type package: str | module
:rtype: dict[str, types.ModuleType]
"""
if isinstance(packa... | edd0ccfc16f1c3b73da765d2e530607e6f08ef19 | 46,025 |
import sys
import warnings
def include(obj_name):
"""
Includes the object with the given name. The requirement is satisfied when the respective object is exported.
Parameters
----------
obj_name : `str`
The object name to include when exported.
Returns
-------
placeho... | d4e8d039574cf8667bb46f58140a033e475639ee | 46,026 |
def shownamespaces(context, mapping):
"""Dict of lists. Names attached to this changeset per
namespace."""
repo = context.resource(mapping, b'repo')
ctx = context.resource(mapping, b'ctx')
namespaces = util.sortdict()
def makensmapfn(ns):
# 'name' for iterating over namespaces, templat... | e1364824d80acd4a1e4efeaa0ceabd7bac4c2525 | 46,027 |
def GetFlagValue(index):
"""Returns the flag value for the given index value (0...n-1)."""
return bundle_firmware.gbb_flag_properties.values()[index] | 60819cb01ebd03009052ec322515cc6010c6e62e | 46,028 |
def get_translation(nmt_outputs, sent_id, tgt_eos, subword_option):
"""Given batch decoding outputs, select a sentence and turn to text."""
if tgt_eos: tgt_eos = tgt_eos.encode("utf-8")
# Select a sentence
output = nmt_outputs[sent_id, :].tolist()
# If there is an eos symbol in outputs, cut them at that poin... | 355a7f52489154a59d89aec50a8f61118d478797 | 46,029 |
def lstmcell_grad_h(input, hx, cx, w_ih, w_hh, b_ih, b_hh, dh, dc, target="cce"):
"""
Computes dh w.r.t. dw, db, dcx, dhx, dx.
Args:
input: akg.tvm.Tensor of type float16, float32.
hx: akg.tvm.Tensor for hidden variable from previous cell.
cx: akg.tvm.Tensor for state variable... | b45d0c57961db28e7de41d9c1830b3306e860fc3 | 46,030 |
def get_mod_whitelist():
"""Return dict of modifications that are relevant for the data."""
mod_whitelist = {}
for members in antibody_map.values():
for gene_name, phos_sites in members.items():
for residue, position in phos_sites:
if gene_name not in mod_whitelist:
... | ae0ca3d7b04d3c5c5de07eed4b185556a92e1763 | 46,031 |
def urldecode(str):
"""
>>> print(urldecode("%E4%BD%A0%E5%A5%BD"))
你好
"""
return unquote(str) | 57d37690f4f12c2ca6ffd390de5e91b72d269897 | 46,032 |
def distance_uv(uv1, uv2):
""" [cmds] UV 2 点間の距離を返す
Args:
p1 (list[float, float]): cmds の UV コンポーネント文字列
p2 (list[float, float]): cmds の UV コンポーネント文字列
Returns:
float: 二次元座標の距離
"""
uvCoord1 = cmds.polyEditUV(uv1, query=True)
uvCoord2 = cmds.polyEditUV(uv2, query=True)
... | 84c48ca8af1137b749bb9d224a8ab928afa4705f | 46,033 |
from typing import Union
from typing import Optional
from typing import Dict
from typing import Any
from typing import List
from typing import Tuple
def apply(log: Union[EventLog, pd.DataFrame], parameters: Optional[Dict[Any, Any]] = None) -> List[
Tuple[Tuple[str, str], int, Dict[str, Any]]]:
"""
Provide... | 91c4297bb07f0bdd40a3f998746d625d8ef1a5d3 | 46,034 |
def check_trading_day(df_indices, date):
"""
The function return the next trading day.
Parameters:
df_indices: List of trading days in the whole dataset
date: The prediction day
Returns:
date: The next trading day
"""
while (True):
if (date in df_indices):
... | d411bad3540c2a5501ee4f7028b2afc6969c69e0 | 46,035 |
import random
import fractions
def coPrime(x):
"""
Finds a random co-prime of given number
"""
n = x * 2 + 100000 # Upper limit for range of random integers
y = random.randint(x * 2, n)
if (fractions.gcd(x, y) != 1):
return coPrime(x)
else:
return y | 336a49b7fcb4d9659b404d09618fae783f14212c | 46,036 |
def create_task_id(prefix):
""" Create random task-id """
return "{prefix}-{id}".format(prefix=prefix, id=random_hex(6)) | 6dae23e5056351ba38f2b3c90b3f38329b05e6f7 | 46,037 |
def feh_calc(theta, V, EW, power):
"""Calculate the metallicity for a given magnitude and EW."""
a, b, c, d, e = theta
# Wdash = reduced_ew(theta, V, EW)
FeH = a + b*V + c*EW + d*EW**power + e*V*EW
# FeH = d + f*np.power(Wdash, 1) + g*np.power(Wdash, 2)
return FeH | 9591aa54d077579c3d7c625615c2beb7758b4402 | 46,038 |
def metadata_parser(f):
"""
Parses a metadata file into dictionary.
The metadata file is expected to have the following format:
id;name;dtype
where:
- id denotes packet id (unsigned char or 1 byte uint)
- name is the data channel name (str)
- dtype is expected datatype (str)
:param f: A file object with th... | 91ccec2a0231f35e0693173e67bfda5498f941f5 | 46,039 |
import logging
def _GetValueAndSource(sim, control, name, sources):
"""Returns value of specified telemetry 'name' and 'source'.
Arguments:
sim: Simulator telemetry dictionary.
control: Controller telemetry dictionary.
name: [string] Telemetry variable e.g. 'airspeed' or 'alpha'.
sources: [list o... | 6f7beb63bdd45d937584dc07e02452a53af94750 | 46,040 |
def _clean_sub_graphs(G_, min_length=80, max_nodes_to_skip=100,
weight='length', verbose=True,
super_verbose=False):
"""
Remove subgraphs with a max path length less than min_length,
if the subgraph has more than max_noxes_to_skip, don't check length
(this ... | 6915596934cf20598cf424a49f400be974ce5e0d | 46,041 |
def transform(*args):
"""
Transform XML document(s) using XSLT.
`*args` contain string commands and/or options in the following format:
[<options>] <xsl-file> {-p|-s <name>=<value>} [<xml-file>...]
where
<xsl-file> - main XSLT stylesheet for transformation
<xml-file> - input... | c438746302fab6c7f997624fec0656c3605fe521 | 46,042 |
from typing import Union
from typing import Mapping
import hmac
import hashlib
def decode(secret: Union[str, bytes], token: Union[str, bytes]) -> Mapping:
"""Decode JWT."""
if isinstance(secret, str):
secret = secret.encode()
if isinstance(token, str):
token = token.encode()
try:
... | e8e1da5f797855b95b3ed3ed1d8cd3de376b134a | 46,043 |
def bencode(data, f=None):
"""
Writes a serializable data piece to f
The order of tests is nonarbitrary,
as strings and mappings are iterable.
If f is None, it writes to a byte buffer
and returns a bytestring
"""
if f is None:
f = BytesIO()
_bencode_to_file(data, f)
return f.getvalue()
else:
_bencode... | 42edad06af3aba85752a1b2edd569f1349fd3ac0 | 46,044 |
def Mean0(a):
"""
Replacing np.mean(a, axis = 0) for 2D arrays
Parameters
----------
a : 2D numpy array, floats
Returns
-------
average : 1D numpy array, floats
Averages over the columns of a.
"""
average = np.zeros(a.shape[1])
for col in range(a.shape[1]):
... | 7a3b1620a8dc481613d655a5716e11fac5954c69 | 46,045 |
import zipfile
import time
def download_burst():
"""Returns an html table with the burst retrieved from the DB.
"""
images_path = "server/data/bursts"
burst_id = int(request.args.get('burstId'))
burst_format = request.args.get('format')
burst = DB.get_burst(burst_id)
files = int(burst['dur... | 9a9c41c08083f725d5c80efff2a2a304248f806e | 46,046 |
async def delete_order(request: web.Request, order_id) -> web.Response:
"""Delete purchase order by ID
For valid response try integer IDs with value < 1000. Anything above 1000 or nonintegers will generate API errors
:param order_id: ID of the order that needs to be deleted
:type order_id: str
... | e77b8197feb05094665c54501f5824d284c7612b | 46,047 |
def fio_json_output_with_error(fio_json_output):
"""
Example of fio --output-format=json output, with io_u error. Based on
actual test run.
"""
err_line = (
"fio: io_u error on file /mnt/target/simple-write.0.0: "
"No space left on device: write offset=90280222720, buflen=4096"
)... | babfcd242a47091dc9b8acd29f24b6ebb398c679 | 46,048 |
def supprimeExtension(str):
"""
Fonction qui supprime l'extension de notre str
param : str : string -> chaine de caractere qu'on souhaite supprimer l'extension.
return string : chaine de caractere sans extenstion
"""
#appliquer cette fonction avant supprimePonctuation
return "".join(str.spl... | 63dda5c2987121f537501bddb4076aa432fbf51e | 46,049 |
def has_equal_properties(obj, property_dict):
"""
Returns True if the given object has the properties indicated by the keys of the given dict, and the values
of those properties match the values of the dict
"""
for field, value in property_dict.items():
try:
if getattr(obj, field... | d96b17124121af5db31c9db096b5010aff01b233 | 46,050 |
def outerproduct(tensor1: BlockSparseTensor,
tensor2: BlockSparseTensor) -> BlockSparseTensor:
"""
Compute the outer product of two `BlockSparseTensor`.
The first `tensor1.ndim` indices of the resulting tensor are the
indices of `tensor1`, the last `tensor2.ndim` indices are those
of `tensor... | d19ef9a5d6fbb3d5c9f03a481ca02c48717833e9 | 46,051 |
def niriss_header(ra=53.1592277508136, dec=-27.782056346146, pa_aper=128.589,
filter='F150W', grism='GR150R'):
"""Make JWST/NIRISS image header
Parameters
----------
ra, dec : float, float
Coordinates of the center of the image
pa_aper : float
Position angle of th... | 09630a85ce3c1ec7cd437b3fd35d8daa0b7110ed | 46,052 |
def validate_twilio_request(f):
"""Validates that incoming requests genuinely originated from Twilio"""
# Adapted from https://www.twilio.com/docs/usage/tutorials/how-to-secure-your-flask-app-by-validating-incoming-twilio-requests?code-sample=code-custom-decorator-for-flask-apps-to-validate-twilio-requests-3&c... | fa1d309e7e3b224e36a5a356d68ae0b2720475d4 | 46,053 |
import os
def get_path_components(path):
"""
http://stackoverflow.com/questions/3167154/how-to-split-a-dos-path-into-its-components-in-python
"""
folders = []
while True:
path, folder = os.path.split(path)
if folder != "":
folders.append(folder)
else:
... | b91cb85af3097935028c94fdc354b6712e615ca4 | 46,054 |
def is_api(auth_entry):
"""Returns whether the auth entry point is via an API call."""
return (auth_entry == AUTH_ENTRY_LOGIN_API) or (auth_entry == AUTH_ENTRY_REGISTER_API) | 27c4cec6294cc3d4fda4c7b801d2fc5b99724ae5 | 46,055 |
import numpy
def calcROC(output, LTE):
"""Uses shogun functions to calculate the area under the ROC curve"""
pm = PerformanceMeasures(Labels(numpy.array(LTE)), Labels(numpy.array(output)))
auROC = pm.get_auROC()
return auROC | 6485ab7654e1f65eebae4d9b0043630d356966b2 | 46,056 |
def _GetCoveredBuilders(trybot_config):
"""Returns a dict mapping masters to lists of builders covered in config."""
covered_builders = {}
for master, builders in trybot_config.iteritems():
covered_builders[master] = builders.keys()
return covered_builders | e759be62c1c57045dca98e40f83beda6a7ddf7e5 | 46,057 |
import collections
def _load_vocabulary(filename):
"""Loads a vocabulary file.
Args:
filename: Path to text file containing newline-separated words.
Returns:
vocab: A dictionary mapping word to word id.
"""
tf.logging.info("Reading vocabulary from %s", filename)
vocab = collections.OrderedDict()... | bd4bca7cede67e43bcbfea39deb7392b85701ed0 | 46,058 |
def get_all_names():
"""
Return a dictionary of all names, indexed by index.
"""
keys = get_singleton(create=False)
if keys is None:
return {}
entries = keys.attr('entries')
result = {}
for entry in entries:
idx = entry.index()
result[idx] = entry.attr('name... | 495c8dfcf2b7416be4a0f8dcf5bc28f62ecfd873 | 46,059 |
def format_power(power):
"""
Converts a value for a power (which may be floating point or a
`fractions.Fraction` object), into a string either looking like
an integer or a fraction.
"""
if not isinstance(power, Fraction):
if power % 1.0 != 0.0:
frac = Fraction.from_float(powe... | 9bc7c914d979a9d2f38b7de65de773699ff4497e | 46,060 |
def _aggregate_neighbors(estimator, neigh_Y, neigh_weights):
"""Aggregate the nearest neighbors rankings according to the weights."""
aggregate = estimator._rank_algorithm.aggregate
neigh_data = zip(neigh_Y, neigh_weights)
Y = [aggregate(Y, sample_weight) for Y, sample_weight in neigh_data]
return... | 763168c7d78a2d918109b017781b44cca6c6e78e | 46,061 |
import time
def float_scalar(size=DEF_MATRIX, rep=DEF_REP):
"""
Returns the execution time of performing the sum of a random number to
each element of a random real matrix.
Parameters
----------
size : int
The dimension of the square matrix that will be used in... | 99e24af45a64d8d3b98df23cc87c1dfb4b1163ea | 46,062 |
from pkg_resources import iter_entry_points
import copy
import configparser
import os
def project(opts):
"""Update user options with the options of an existing PyScaffold project
Params:
opts (dict): options of the project
Returns:
dict: options with updated values
Raises:
:... | 5bc7b8d40c9ee64eefb2db81d201c2458ce4af21 | 46,063 |
def xr_ds_ex(decode_times=True, nyrs=3, var_const=True):
"""return an example xarray.Dataset object, useful for testing functions"""
# set up values for Dataset, 4 yrs of analytic monthly values
days_1yr = np.array([31.0, 28.0, 31.0, 30.0, 31.0, 30.0, 31.0, 31.0, 30.0, 31.0, 30.0, 31.0])
time_edges = n... | fd06fa2fc5816b44c04804a41f595aad15d34d82 | 46,064 |
def evaluate(gold, pred):
"""
Produce CoNLL 2005 SRL evaluation results for a provided sentences given as lists of tags, with the first list being a
list of targets. For example, [['-', 'love', '-'], ['(A0*)', '(V*)', '(A1*)']].
:param gold: gold labels
:param pred: predicted labels
:return: SRL... | b968c362bf8a8f743c77e290341a653a5dcfe375 | 46,065 |
import os
from typing import OrderedDict
def posix_times(space):
""" posix_times - Get process times """
utime, stime, cu_time, cs_time, rtime = os.times()
rdct_w = OrderedDict()
rdct_w['ticks'] = space.newint(int(rtime))
rdct_w['utime'] = space.newint(int(utime))
rdct_w['stime'] = space.newin... | 7d24fe5c5c3606182b7e687e4616924cdaa3a4d3 | 46,066 |
def setup_platform(opp, config, add_entities, discovery_info=None):
"""Set up the Pushbullet Sensor platform."""
try:
pushbullet = PushBullet(config.get(CONF_API_KEY))
except InvalidKeyError:
_LOGGER.error("Wrong API key for Pushbullet supplied")
return False
pbprovider = PushB... | 0e782e48e09b9d6ace51359a7fcfb77e455d7071 | 46,067 |
def decode_from_bioes(tags):
"""
Decode from a sequence of BIOES tags, assuming default tag is 'O'.
Args:
tags: a list of BIOES tags
Returns:
A list of dict with start_idx, end_idx, and type values.
"""
res = []
ent_idxs = []
cur_type = None
def flush():
... | 0308b2e0e527a03a2e2168143fb6b022c3a19496 | 46,068 |
def getMaxVoltCurr(ser):
"""Get the maximum voltage and current from the supply. The response is an array: [0] = voltage, [1] = current"""
resp = spdQuery(ser, "GMAX\r")
print(resp)
return [int(resp[0][0:3])/10., int(resp[0][3:5])/10.] | 27c9b70118477d8c60eb0fe245ef3a73ed1782bd | 46,069 |
import os
def with_data(request, new_package):
"""Builds a python package which includes data files."""
new_module, pkg_root = new_package
data_dir = os.path.join(pkg_root, "data")
os.mkdir(data_dir)
write_py(data_dir, "data_1", data=True)
with open(os.path.join(new_module, META_NAME), "w")... | 940a092c04afcadcb9bade5fc7859612c44ad589 | 46,070 |
from datetime import datetime
from typing import Union
def datetime_x_days_ago_at_y_oclock(
tz_aware_original_time: datetime, x: int, y: Union[int, float], z: str
) -> datetime:
"""Returns the datetime x days ago a y o'clock as determined from the perspective of timezone z."""
if isinstance(y, float):
... | cd0b13b2c3d219c549a4c8415232546fdaf87499 | 46,071 |
from datetime import datetime
def timedelta2str(time_delta: timedelta) -> str:
"""Convert a timedelta object to its DICOM string counterpart.
Parameters
----------
time_delta : timedelta
The timedelta object to convert to string.
Returns
-------
str
The timdelta objected ... | 1e2e12fe833e2a2968c051c919300c366d655bcf | 46,072 |
def getServiceForQS(query_str):
"""URI ends is followed by HTTP version (space-delimited)
"""
query_params = parse_qs(query_str)
if ('s' in query_params):
return query_params['s'][-1]
eprint('HTTP request captured, but no service in URI. attributing data to _unspecified.')
return '_unspeci... | 6e9bd10f2c1ba618e2c3b180fef583069e5e9214 | 46,073 |
from typing import Callable
def lazy_property(func: Callable) -> Callable:
"""
Decorator that makes a property lazy-evaluated. Inspired by:
https://stevenloria.com/lazy-properties.
Arguments:
func: The function to be decorated as a lazy @property.
Returns:
Callable: The decorated ... | 1633bf51cd32a1f4851aa17fd7da20fd79e0d921 | 46,074 |
def cancel_order(order_id):
"""
:param order_id:
:return:
"""
params = {}
url = "/v1/order/orders/{0}/submitcancel".format(order_id)
return api_key_post(params, url) | 6ae1ec7673e4cc153c06d4bb2d077c8c2b4313e1 | 46,075 |
def create():
"""Create a new post for the current user."""
if request.method == "POST":
group = request.form["group"]
name = request.form["name"]
rating = request.form["rating"]
trigger = request.form["trigger"]
error = None
if not name:
error = "Nam... | bc73b21357d9d3fd1dd08d81781bc0c6698ca4fe | 46,076 |
from typing import Optional
def get_ssl_cipher_suite(load_balancer_id: Optional[str] = None,
name: Optional[str] = None,
opts: Optional[pulumi.InvokeOptions] = None) -> AwaitableGetSslCipherSuiteResult:
"""
This data source provides details about a specific Ss... | ca52b18977c883c39ed3389ac35f7cf85b03df58 | 46,077 |
def plot_cospectra(cosp, freqs, ylabels=None, title='Cospectra'):
"""Plot cospectral matrices
Parameters
----------
cosp : ndarray, shape (n_freqs, n_channels, n_channels)
ndarray of cospectra.
freqs : ndarray, shape (n_freqs,)
The frequencies associated to cospectra.
Returns
... | e0e62401c26677f1f7596744de93f3715fefdd48 | 46,078 |
import logging
import calendar
import sys
def get_timestamps(etree_xml):
"""Parse SAML assertion validity timestamps
Timestamps are parsed from Conditions element and converted to Unix
timestamps.
:param etree_xml: etree element object
:return: NotBefore, NotOnOrAfter
"""
logger = loggi... | 5af3570832dc5d3e1cf8942ad021759e76f45e22 | 46,079 |
def update_account(admin_id, root, service_name, data):
"""Method to update the account for given storage service.
Args:
admin_id (str): Root privileges flag.
root (str): Root privileges activation flag.
service_name (str): The... | a975f01481cc621a787bd2d4688c8034820c87a8 | 46,080 |
import threading
import traceback
import functools
def _invoke_on_executor_thread(func, thread_name, block=True):
"""
Return wrapper to run the function on a given thread. If block==False,
the call returns immediately without waiting for the decorated function to complete.
If block==True, the call wa... | 5756a6daac380e374be8fa838cef6092df4b5652 | 46,081 |
def Distance(distance='euclidean', **kwargs):
"""Construct a factory function that produces Distance nodes.
Parameters
----------
distance : str, callable
Specifies the distance function to use (See elfi.Distance).
**kwargs
Any additional arguments to elfi.Distance.
Returns
---... | ac788acb2fd1332b70269fc95d461eab4facf34b | 46,082 |
def generate_body(du_dept_dict):
"""Return HTML that will be used for the body content of the box report BlogPage"""
body = '<ul>'
for item in du_dept_dict.items():
body += '<li>{}: {} GB</li>'.format(item[0], int(item[1]) / 1000000) # Convert to GB
body += '</ul>'
return body | 66e67abb1870440106ee6914b2110d29fcc3e1cd | 46,083 |
def file_handler_test_file() -> FileHandler:
"""Fixture returns FileHandler instance.
FileHandler is constructed from test xlsx file
in input_for_tests directory.
Returns:
:obj:`FileHandler`: Instantiated with actual Excel doc.
"""
file_handler_test_file = FileHandler(
"input_f... | c366e06ddba2ebea22e3c5e732aea1bcef0a60cd | 46,084 |
import warnings
import six
import pickle
def load_dygraph(model_path, keep_name_table=False):
"""
To load python2 saved models in python3.
"""
try:
para_dict, opti_dict = fluid.load_dygraph(model_path, keep_name_table)
return para_dict, opti_dict
except UnicodeDecodeError:
... | 1a3cf84ab2fbf48db61160fadf08628ebbc84045 | 46,085 |
import timeit
import wbia.plottool as pt
import wbia.plottool as pt
def timeit_grid(
stmt_list, setup='', iterations=10000, input_sizes=None, verbose=True, show=False
):
"""
Timeit:
>>> import utool as ut
>>> setup = ut.codeblock(
>>> '''
>>> import utool as ut
... | 6c8ac55f49ba259fe0b92658f7d138b44c1faade | 46,086 |
def get_profiles() -> dict:
"""Returns the profiles of all players.
Returns
-------
dict
profiles of the players
"""
with OpenJson(PLAYERS_DATA_PATH + "profiles.json") as profiles_file:
profiles = profiles_file.load()
return profiles | f57664ea1d4956b1e4cfd79a4a0b154d2ad02d4b | 46,087 |
def calculate_check_digit(data):
"""Calculate MRZ check digits for data.
:data data: Data to calculate the check digit of
:returns: check digit
"""
values = {
"0": 0, "1": 1, "2": 2, "3": 3, "4": 4, "5": 5,
"6": 6, "7": 7, "8": 8, "9": 9, "<": 0, "A": 10,
"B": 11, "C": 12, "... | f2ebef63d8ee0f050ecaec6aa338a0ca6c4af237 | 46,088 |
def flatten(root):
"""Flatten a hierarchical YAML dictionary into one with composite keys.
Args:
root: [dict] A hierarchical dictionary.
Returns:
Equivalent dictionary with '.'-delimited keys.
"""
result = {}
__flatten_into(root, '', result)
return result | 30a1ec62dd571973c70c6739e287c3e358c96907 | 46,089 |
def lookup(cubeWithData, cubeWithMap, sharedIndex):
"""
Returns the value of cubeWithData indexed by the index of cubeWithMap.
cubeWithData must be indexed by sharedIndex and cubeWithData values must correspond to elements of sharedIndex.
For example: Let's say you have a cube with an estimated inflati... | 979e4c3be85be484d1deb3ef48b78dae9f0527cf | 46,090 |
from re import X
def utility(board):
"""
Returns 1 if X has won the game, -1 if O has won, 0 otherwise.
"""
# if someone has won the game, utility will be 1 or -1 according to who won
# X wins --> utility = 1
# O wins --> utility = -1
if is_over(board):
if winner(board) == X:
... | 028e42f32fae39fff2e4e291caf6d708cb7b891f | 46,091 |
def notimplemented(f):
"""Takes a function f with a docstring and replaces it with a function which
raises NotImplementedError(f.__doc__). Useful to avoid having to retype
docstrings on methods designed to be overridden elsewhere."""
def wrapper(self,*args,**kws):
raise NotImplementedErro... | eefdee57d0ebb0727e9238bc7f678d90b36100a6 | 46,092 |
import random
import pipes
def make_become_cmd(cmd, user, shell, method, flags=None, exe=None):
"""
helper function for connection plugins to create privilege escalation commands
"""
randbits = ''.join(chr(random.randint(ord('a'), ord('z'))) for x in xrange(32))
success_key = 'BECOME-SUCCESS-%s' ... | 1e71ac1f4596688e76723634c05e996aaea51194 | 46,093 |
from .services import set_led_colour, set_target_temp, set_mug_name
from typing import Callable
from typing import Optional
async def async_setup_platform(
hass: HomeAssistantType,
config: ConfigType,
async_add_entities: Callable,
discovery_info: Optional[DiscoveryInfoType] = None,
) -> bool:
"""A... | 0d472201fd13de98c547a81b5e9808d1900b2a84 | 46,094 |
import os
def _get_configuration(project_dir, args):
"""
Get the final configuration to use.
This merges the defaults, file configuration if present, and command line
arguments, in that order of priority.
"""
# Start with the default configuration
config = _default_configuration()
#... | d5d63417be19cab4b0ff66a86df58a46bc89b4c0 | 46,095 |
def readFileBytes(path) -> bytes:
"""
读取文件字节数据
:param path: 文件路径
:return: 字节数组
"""
with openReadBytesFile(path) as f:
return f.read() | e923bcd27ef73ce7ce3620009bdeadefc33589e3 | 46,096 |
def check_if_list_and_matches_length(
param: "object", expected_length: int, name: str = "parameter"
) -> list:
"""
Checks, if the passed variable is a list. Otherwise creates a list of the variable of length expected_length.
Then checks if the length of the list is the expected length.
Arg... | 5579acc4ea82a60293da847b8d4e612246845808 | 46,097 |
def evaluatePortfolioRet(Rev_seq,t=12):
"""
@param Rev_seq:
@param t:天数 默认12(月) 252 日
@return:
"""
ret_mean=e**(Rev_seq.apply(lambda x:np.log(x+1)).mean()*t)-1
ret_sharpe=Rev_seq.mean()*t/Rev_seq.std()/t**0.5
ret_winrate=Rev_seq[Rev_seq>0].count()/Rev_seq.count()
ret_maxloss=maxDrawD... | f6072fade66b5abc4dff507adcc414672a559f35 | 46,098 |
def subs(exp, *s):
"""
Substitute the given subexpressions in the expression.
"""
if isinstance(exp, Expression):
return exp.subs(*s)
return exp | dfbb463ebb3a43355f6325de7a281951c74cc200 | 46,099 |
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