content stringlengths 35 762k | sha1 stringlengths 40 40 | id int64 0 3.66M |
|---|---|---|
def get_scheduler_plugin(name):
"""Return a scheduler plugin
:param str name: The name of the scheduler plugin.
:rtype: SchedulerPlugin
"""
if _SCHEDULER_PLUGINS is None:
raise SchedulerPluginError("No scheduler plugins loaded.")
if name not in _SCHEDULER_PLUGINS:
raise Schedul... | 948f0a9215c053ea0cf5e6905dd8cfbcef4bf9f4 | 48,500 |
def ferret_custom_axes(id):
"""
Custom axis information for stats_probplot_values Ferret PyEF
"""
size = 1
for axis in ( pyferret.X_AXIS, pyferret.Y_AXIS, pyferret.Z_AXIS,
pyferret.T_AXIS, pyferret.E_AXIS, pyferret.F_AXIS ):
axis_info = pyferret.get_axis_info(id, pyferret.... | 8b6624008ef5d1f3e8a5462f10fb5c4419c3d58c | 48,501 |
def get_service_bus_namespace(name=None,resource_group_name=None,opts=None):
"""
Use this data source to access information about an existing ServiceBus Namespace.
:param str name: Specifies the name of the ServiceBus Namespace.
:param str resource_group_name: Specifies the name of the Resource Grou... | 656687d571e39771921a15ef445ba7689bb82b3f | 48,502 |
def extract_default_context(context, response, url):
""" Gets default information if not all info is retrieved
"""
context = Context() if not context else context
if not context.url or not context.permalink:
current_app.logger.debug('getting default url info: %s', url)
context.url = con... | 79944fa6a0f9c6c484fcb1688b323740f763e6ef | 48,503 |
def get_raasi(raagam_index=None):
"""
Get raasi of the specified raagam index
@param raagam_index:ID of the raaga
@return: raasi
"""
if raagam_index==None:
raagam_index=settings.RAAGA_INDEX
return _get_raaga_attribute("Raasi",raagam_index) | 1f8b43f382ac8212526808aa459bd0e8d6461a11 | 48,504 |
from datetime import datetime
import os
def make_work_dir(args):
"""Make directory to store outputs, logs, and intermediate data.
If not provided, create a timestamped directory in current working
directory.
"""
work_dir = args.work_dir
if not work_dir:
timestamp = datetime.datetime.... | bd7ae24291655235a8079c7751815785d6253421 | 48,505 |
def _player_id(player):
"""Lookup and return the NHL API player ID for an idividual player"""
players = _all_player_ids()
player_id = players.get(player)
if not player:
raise JockBotNHLException(f"Player Not Found {player}")
return player_id | 06a23a11dbd8e27c42107136f33853337f14b431 | 48,506 |
def mk_minus(ctx, x):
"""
mk_minus(Int_ctx ctx, Int_net x) -> Int_net
Parameters
----------
ctx: Int_ctx
x: Int_net
"""
return _api.mk_minus(ctx, x) | 0cf8ec3e9e4f17aed8685023a55dde4e9d85b402 | 48,507 |
def cred_secret_issue_proof(params, num_privs, num_pubs):
""" The proof that the mixed public / private credential issuing is correct """
G, _, _, _ = params
n = num_privs + num_pubs
# Contruct the proof
zk = ZKProof(G)
## The variables
bCx0 = zk.get(Gen, "bCx_0")
u, g, h, Cx0, pub = ... | 81ede9c55280376024364b9eb7b74fafda945786 | 48,508 |
import os
def _is_unc_path(some_path) -> bool:
"""True if path starts with 2 backward (or forward, due to python path hacking) slashes."""
return (
len(some_path) > 1
and some_path[0] == some_path[1]
and some_path[0] in (os.sep, os.altsep)
) | a2cd156bf5367cc73673ad86505aa094da3fae86 | 48,509 |
def makePlane(w, l):
"""
4 points make a plane about the origin of size w, l
"""
return [mathutils.Vector(x) for x in [(-w/2, -l/2, 0), (-w/2, l/2, 0), (w/2, l/2, 0), (w/2, -l/2, 0)]] | 0b80b7a560d444167f78f97719807e9119b7bd9b | 48,510 |
def calculate_gravity(a: Body3D, b: Body3D):
"""
Calculate the acceleration of body A due to the force of gravity applied by body B.
"""
def gravity(pos_a, pos_b):
if pos_a < pos_b:
return 1
elif pos_a > pos_b:
return -1
else:
return 0
retu... | a31a73b3299a700763a7dd03a2ff35dbe5ac400e | 48,511 |
def _get_first_window(split_text):
"""Get first :const:`~gensim.parsing.keywords.WINDOW_SIZE` tokens from given `split_text`.
Parameters
----------
split_text : list of str
Splitted text.
Returns
-------
list of str
First :const:`~gensim.parsing.keywords.WINDOW_SIZE` tokens... | 3a556236ce9c59ba906c94f7a48f78639e55f09c | 48,512 |
def scope_access_level(app, uid, wid, scid):
"""Check the access level of the given player to the given world and
scope.
If the scope is global, the world creator has creator access, everybody
else is a visitor.
If the scope is personal, the owner has creator access. (This is actually
in the sco... | 1e1828daa9608c028651a986fca1ecc741a41b72 | 48,513 |
def member_to_badge_proximity(fileobject, time_bins_size='1min', tz='US/Eastern'):
"""Creates a member-to-badge proximity DataFrame from a proximity data file.
Parameters
----------
fileobject : file or iterable list of str
The proximity data, as an iterable of JSON strings.
time_b... | 01b730c158714e8e071c97bd0f7e3cdb2d6e407b | 48,514 |
from .. import __producer_version__
def get_producer_version():
"""
Internal helper function to return the producer version
"""
return __producer_version__ | 7f9a8df4269feba968ebc945098c33f721ee9d8e | 48,515 |
def consensus_tree() -> str:
"""Gets the consensus tree page.
:return: The consensus tree page.
"""
# Set the default options
if "analyoption" not in session:
session["analyoption"] = constants.DEFAULT_ANALYZE_OPTIONS
if "bctoption" not in session:
session["bctoption"] = constan... | 401bae7670836eb79962eeccb45a063012f2c69b | 48,516 |
def fitgaussian(data):
"""Returns (height, x, y, width_x, width_y)
the gaussian parameters of a 2D distribution found by a fit"""
xx, yy, dx, dy, angle = fastfit.d4s(data)
# For some reason x and y are exchanged
params = [np.max(data), yy, xx, dy/4, dx/4, -angle, np.min(data)]
errorfunction = la... | 4b995cec58530d57644f9f0e01f100cb89279ecd | 48,517 |
def mapped_state(state):
"""
Mapped a given state into the state as neural network input, insert trivial vehicles until vehs_num = 18
:param state: given state
:return: new state
"""
num_diff = 18 - len(state)
for i in range(num_diff):
state.append([0, 0, 0, 0, 0, 2])
return sta... | 1732565f6ef307fb67c92f2adac9c81591acf4c5 | 48,518 |
import os
import pickle
def load_wm_model_from_file(model, filepath):
""" Loads the data required for the usnx embed_model function
"""
MODEL_SUFFIX, HISTORY_SUFFIX, TRIGGER_SUFFIX = "MODEL", "HISTORY", "TRIGGER.npz"
if filepath is not None:
filepath = os.getcwd()[0:os.getcwd(
).rfind... | db9568a23c481e3110d09b1d0837f2a9a4117f00 | 48,519 |
def uniform_non_negative_integers_with_sum(count, sum_):
"""Returns list of size `count` of integers >= 0, summing to `sum_`."""
positive = uniform_positive_integers_with_sum(count, sum_ + count)
return [i - 1 for i in positive] | 4c080fec7627a61c0dea16ba9aa08b9664b75c73 | 48,520 |
from .profiles import display_profile_rc
def cms_create_display_profile() -> qc3const.PyCapsule:
"""Artificial functionality. The function emulates built-in display
profile reading profile resource attached to the package.
Returns a handle to lcms built-in display profile wrapped
as a Python object.
... | 0a064603ad5a1c509fae82b219b3bf0977a3f837 | 48,521 |
import nomenclator.utilities
def mocked_has_multiple_views(mocker):
"""Return mocked 'nomenclator.utilities.has_multiple_views' function."""
return mocker.patch.object(nomenclator.utilities, "has_multiple_views", ) | be763e2c76b30a2ad82325483c3456b336f8f5f2 | 48,522 |
def pre_post_process_layer(prev_out,
out,
process_cmd,
dropout_rate=0.,
epsilon=1e-12,
name=''):
"""
Add residual connection, layer normalization and droput to the out tensor
... | 264c24e6300d8322fb24496b33d255c14337fb2f | 48,523 |
from typing import Optional
import os
def lookup_file_from_mixcli_userhome(filename: str) -> Optional[str]:
"""
Try to lookup a file with given name, if environment variable for MixCli user home is present, is a valid dir,
and if a file with given name is found in that dir.
:param filename: Name of e... | d732d0143eefffbacc7c7c15a4c2c8868bbef73e | 48,524 |
import sys
def get_dns_records(domain, rdtype, nameserver):
"""Retrieves the DNS records matching the name and type and returns a list of records"""
records = []
try:
dns_resolver = dns.resolver.Resolver()
dns_resolver.nameservers = [nameserver]
dns_response = dns_resolver.query(do... | 122cd91c88a433c60b849cd47d143e1c5d3c030b | 48,525 |
def create_renderer(window, attach_callbacks=True):
"""
This is a helper function that wraps the appropriate version of the Pyglet
renderer class, based on the version of pyglet being used.
"""
# Determine the context version
# Pyglet < 2.0 has issues with ProgrammablePipeline even when the cont... | db588ad1365464e8101cbfaff3e0fa586ce7c67b | 48,526 |
import sys
def _ffmpeg_fmt(dtype):
"""
Convert numpy dtypes to format strings understood by ffmpeg.
Parameters
----------
dtype : numpy dtype
Data type to be converted.
Returns
-------
str
ffmpeg format string.
"""
# convert dtype to sample type
dtype = n... | 790edb881ef8c31a72da4ea3caf7badafa1b492c | 48,527 |
def pct(n, d, mul=100.0, **kwargs):
""" Percentage by the same logic.
You can override mul and nan if you like.
"""
return rat(n, d, mul=mul, **kwargs) | 023b765c4a76843992a87e7f055ada5c32903aad | 48,528 |
def findIKhandles():
""" Returns a list of all IK handles in the scene """
return mc.ls(type="ikHandle") | 4c56380fb80f8201d34a5d47c264cf1972e22c11 | 48,529 |
def when_all(*desired_flags):
"""
Register the decorated function to run when all of ``desired_flags`` are active.
Note that handlers whose conditions match are triggered at least once per
hook invocation.
For backwards compatibility, this decorator can pass arguments, but it is
recommended to... | 1e1b60d91924ff3ad206827611e796df52c3ccbb | 48,530 |
from typing import Optional
def ingest_dns_record_by_fqdn(
neo4j_session: neo4j.Session, update_tag: int, fqdn: str, points_to_record: str, record_label: str,
dns_node_additional_label: Optional[str] = None,
) -> None:
"""
Creates a :DNSRecord node in the graph from the given FQDN and performs DNS res... | 89949fe77f1324116fecb21a826a00ebce334fa9 | 48,531 |
def detail_url(profile_id):
"""Return profile detail url"""
return reverse('profile-detail', args=[profile_id]) | 641549d9a1f0d6183531b81ede83da455e458188 | 48,532 |
import os
def fetch_result_csv_fp(dir):
"""
Find result CSV in dir. Currently just finds the first non-system file CSV in dir, assuming only one exists; more sophisticated checks need to be added.
:param dir: directory to search in.
:return: path to csv.
"""
csv = [os.path.join(dir, x) for x i... | 70fe1a13f82412dd529daef604bb7edadab15dfe | 48,533 |
def main() -> int:
"""Main code"""
parser = _get_parser()
args = parser.parse_args()
spec_url = args.spec_url
spec_file = args.spec_file
enforce_defaults = args.enforce_defaults
schema = _load_spec(spec_file, spec_url)
validator = _create_validator(schema, enforce_defaults)
file_p... | ef92b9e2ab99f6d75903c8d50993938147e5d065 | 48,534 |
from typing import Union
from typing import Sequence
import re
def inis2dict(ini_paths: Union[str, Sequence[str]]) -> dict:
"""
Take one or more ini files and return a dict with configuration from all,
interpolating bash-style variables ${VAR} or ${VAR:-DEFAULT}.
:param ini_paths: path or paths to .i... | df31c79f09ebe1980bb270c59d58410d54773649 | 48,535 |
def run_empty_query(dataset_name: str):
"""Returns basic stats (group and row count, etc.) over the dataset. A GET request since no query is passed."""
query = {}
should_stream = bool_request_arg('stream')
return do_run_query(dataset_name, query, should_stream) | 3c78b5266326c9a360be09cf666937c741444e07 | 48,536 |
import os
def get_files(d, sites=None, exts=None):
"""Get list of files in the specified directory, optionally filtering by file extension(s)"""
l = []
if type(exts) in (str, basestring):
exts = [exts]
for fname in os.listdir(d):
file_ext = os.path.splitext(fname)[1].lower()
if... | a38a08bc236c28c28794786056dbafaaeff21a85 | 48,537 |
import json
def read_training_schema():
"""Responsible for reading the schema from schema_training.json
"""
params=read_params()
path = params['data_schemas']['training_schema']
with open(path) as f:
schema=json.load(f)
LengthOfDateStampInFile = schema['LengthOfDateStampInFile']
Le... | 08b0938d86a9234591723dc6b092b25b2adfd88b | 48,538 |
def propagate(w,b,X,Y):
"""
实现前向传播的代价函数及反向传播的梯度
输入：
w -- 权重，一个numpy数组，大小为（图片长度*图片高度*3，1）
b -- 偏差，一个标量
X -- 训练数据，大小为（图片长度*图片高度*3，1）
Y -- 真实“标签”向量，大小为（1，样本数量）
输出：
cost -- 逻辑回归的负对数似然代价函数
dw -- 相对于w的损失梯度，因此与w的形状相同
db -- 相对于b的损失梯度，因此与b的形状相同
"""
m = X.shape[1]
#... | 6c84f8fbff0992f29a50518d787cdcad2332d32f | 48,539 |
def extend_segments(X_conv, X_cont, peaks, min_diff_trav, cqt_window, sr, bin_thresh_segment, perc_tail):
"""
The segments surfaced by the convolution have tails that fade to 0, we want the binarizing
threshold to be lower for these tails than the rest of the array
"""
new_cont = X_cont.copy()
a... | c0a5f6f379be96a80dd28cc944c14b3689004786 | 48,540 |
def minus(a, b, rm_na=False):
""" show whats in list b which isn't in list a """
if rm_na:
a=rm_na(a)
b=rm_na(b)
s = set(b)
return [x for x in a if x not in b]
#return list(set(a).difference(set(b))) | 3c2074872f623b4e837005ab6407bd24ab2b164c | 48,541 |
def moveeffect_059(score: int, move: Move, user: Pokemon, target: Pokemon, battle: AbstractBattle) -> int:
"""
Move Effect Name: Averages the user's and target's Defense/Special Defense.
"""
adef = user.base_stats.get("def", 0)
aspd = user.base_stats.get("spd", 0)
odef = target.base_stats.get(... | 121417b863b0e0dd6f6ef0fe5c43a951828ddd17 | 48,542 |
import re
def re_group(regexp, text):
"""search for regexp in text, return 1st group on match"""
m = re.search(regexp, text)
if m: return m.group(1) | 107a0cca5cf0c303ec817e84db0d5238ca00115d | 48,543 |
def adapt_field(field):
""" Convert sql field name to application field
"""
if field in app_fields:
adapted_field = app_fields[field]
if adapted_field != '':
return adapted_field
return field | b4b76945e37a9ecca798d1a481a7048366e88080 | 48,544 |
def im_to_double(im):
"""
"""
min_val = np.min(im.ravel())
max_val = np.max(im.ravel())
return (im.astype('float') - min_val) / (max_val - min_val) | 306fc3a7ab582182d3c7f149fdd8592fd850f632 | 48,545 |
def dos_from_bands(bands, smearing, npoints):
"""
Compute DOS from bands
:param bands: The `BandsData` to be used as input.
:param smearing: Smearing width in eV
:param npoints: Number of points
"""
bands_data = bands.get_bands(also_occupations=False, also_labels=False)
_, weights = ban... | fdb04989332011196eb7e12790f5dc27c65b6053 | 48,546 |
import numpy
def cubeellipse(theta, lam=0.6, gamma=1.0, s=4.0, r=1.0, h=1.2):
"""Create an RGB colormap from an input angle theta. Takes lam (a list of
intensity values, from 0 to 1), gamma (a nonlinear weighting power),
s (starting angle), r (number of revolutions around the circle), and
h (a hue fac... | 54b5c36c544e344c7235cc0969e8f974097faaa2 | 48,547 |
from typing import IO
from typing import Any
def load(f: IO[str]) -> Any:
"""YAML load data from stream
Args:
f (IO[str]): IO Stream with data
Returns:
Any: YAML Data
"""
yml = ruamel.yaml.YAML(typ="safe")
return yml.load(f) | a28f64dbb71efc48e559cf4df80cdf436b3ba8a8 | 48,548 |
def substrings(a, b, n):
"""Return substrings of length n in both a and b"""
a_substrings = set(substring_tokenize(a, n))
b_substrings = set(substring_tokenize(b, n))
return a_substrings & b_substrings | a0f089280616985606f1fa65333274b3e9a55094 | 48,549 |
def iteritems(dictionary):
"""Replacement to account for iteritems/items switch in Py3."""
if hasattr(dictionary, "iteritems"):
return dictionary.iteritems()
return dictionary.items() | 591bba21a1026d2e9d380555623c8ca78d3ed466 | 48,550 |
def validate_testapps(apis, api_configs):
"""Ensures the chosen apis are valid, based on the config."""
if "all" in apis:
return [key for key in api_configs]
for api in apis:
if api not in api_configs:
raise RuntimeError("Testapp given as flag not found in config: %s" % api)
return apis | 4726ae4e28bb57e2fa812cd0fa3721d38ba1103a | 48,551 |
def _encrypt_bhv(trace):
"""
加密轨迹
:param trace:
:return:
"""
with open('ysf_slider.js', 'rb') as f:
js = f.read().decode()
ctx = execjs.compile(js)
return ctx.call('getCompress', trace) | 6be3b7012b835ad6fd561c9fb377a87bbbb14b09 | 48,552 |
import copy
def prune_basis(basis, use_copy=True):
"""
Removes primitives that have a zero coefficient, and
removes duplicate shells
This only finds EXACT duplicates, and is meant to be used
after uncontracting
If use_copy is True, the input basis set is not modified.
"""
if use_cop... | 8847539ce717868e9383db52e39008bbae2882f0 | 48,553 |
def insert(node, data):
"""
Insert data in BST rooted at node if necessary, and return new root.
Assume node is the root of a Binary Search Tree.
@param BinaryTree node: root of a binary search tree.
@param object data: data to insert into BST, if necessary.
>>> b = BinaryTree(8)
>>> b = ... | 7f4afbdbf766f2e8aca20f23fc53ee7a909d876d | 48,554 |
def read_version(other_file_name, filename):
"""Read the the current version or build of the app"""
version = ""
version = read_file(other_file_name, filename)
if version:
version = version.rstrip()
if not version:
version = "__UNKNOWN__"
return version | 5c462299e66b9c3272122488416a7c15f7df463a | 48,555 |
def api_tag_list():
"""Listing for all tags.
"""
tags = db.session.query(database.TagRecord).all()
return _tags_response(tags) | ec7ae513546001bf64b2b3c486dfc42daacd5c8a | 48,556 |
def load_file_as_str(file_path: str) -> str:
"""
Loads the file at a specificed path, returns an error otherwise
:param file_path (str): The path to the file you want to load
:return _file a str of the contents of the file
"""
_file = ""
try:
with open(file_path, "r") as fp:... | 45eaa87ed0570f618d1eef2c5e05a06dea97b2dc | 48,557 |
def add_variables(md, g, deadline: int, start, vertices_t, searchers=None):
# TODO IMPORTANT change to allow for different zetas!
"""Create the variables for my optimization problem
:param searchers:
:param start:
:param vertices_t:
:param deadline
"""
# variables related to searcher po... | c48fbd78121600525ed203adb33a5f86bb3afa22 | 48,558 |
def _dol_to_lod(dol):
"""Convert a dict-of-lists into a list-of-dicts.
Reverse transformation of :func:`_lod_to_dol()`.
"""
keys = list(dol.keys())
lod = []
for i in range(len(dol[keys[0]])):
lod.append({k: v[i] for k, v in dol.items()})
return lod | 9e8a98d2502797ae27cae88ab2a0ec7fda4aff34 | 48,559 |
def infomap(adata: AnnData, basis: str = "umap", color: str = "infomap", *args, **kwargs):
"""\
Scatter plot for infomap community detection in selected basis.
Parameters
----------
adata: :class:`~anndata.AnnData`
an Annodata object.
%(scatters.parameters.no_adata|basis)s
... | eec92a19e93c080137aba2648d96c30ed9ba72df | 48,560 |
import mss.tools
def partscreen(x, y, top, left, debug_mode=False, monitor_resolution=None):
"""
take screeenshot for a part of the screen to find some part of the image
"""
global partImg
debug("entered screenpart")
with mss.mss() as sct:
monitor = {"top": top, "left": left, "width":... | e2b08a714669734da6d4f3e708271fd97a439876 | 48,561 |
def get_base_complex_data(model, complex_id):
"""If a complex is modified in a metabolic reaction it will not
have a formation reaction associated with it. This function returns
the complex data of the "base" complex, which will have the subunit
stoichiometry of that complex"""
# First try unmodifi... | c91841798c11b6e867130c7d6128756492e738e3 | 48,562 |
import os
import re
def _CheckLGTMsForPublicAPI(input_api, output_api):
"""Check LGTMs for public API changes.
For public API files make sure there is an LGTM from the list of owners in
PUBLIC_API_OWNERS.
"""
results = []
requires_owner_check = False
for affected_file in input_api.AffectedFiles():
... | b53ef351b7cb93ace1d38301fbcf22dff2918e38 | 48,563 |
def update_content(content_id):
"""
**Update Information of a Specific Content Record**
This function allows user to update a specific content information through their content_id.
:param content_id: id of the content
:type content_id: int
:return: content information updat... | 8a83cd349e3b1030eaeac967cc0804ee51d8ffb6 | 48,564 |
def compute_winner_index(interactions, game=None):
"""Returns the index of the winner of the Match"""
scores = compute_final_score(interactions, game)
if scores is not None:
if scores[0] == scores[1]:
return False # No winner
return max([0, 1], key=lambda i: scores[i])
retu... | 7cd5e0cb357ee3bc0505e6d5467ed651d097c08e | 48,565 |
def get_shard_index(shard_name):
"""Returns tuple of shard index, num_shards based on a shard name."""
if shard_name in ['0', '-']:
return 0, 1
shard_begin, shard_end = shard_name.split('-')
num_bytes_used = max(len(shard_begin), len(shard_end)) / 2
if shard_begin:
shard_begin = int(shard_begin, 16)
... | 69a6bc62b64287599536ed5d529392de6e362e7e | 48,566 |
def decode_segmap(label_mask, dataset='pascal'):
"""Decode segmentation class labels into a color image
Args:
label_mask (np.ndarray): an (M,N) array of integer values denoting
the class label at each spatial location.
Returns:
np.ndarray: the resulting decoded color image.
"""... | cdead8c808783bd93cbb80f2317e8e24b71e7172 | 48,567 |
def PullToBrepFace1(thisCurve, face, tolerance, multiple=False):
"""
Pulls this curve to a brep face and returns the result of that operation.
Args:
face (BrepFace): A brep face.
tolerance (double): A tolerance value.
Returns:
Curve[]: An array containing the resulting curves a... | aa8823baa84e8b0503d956f9c43fc7481dbd2745 | 48,568 |
import os
def clone_file_path(filename, target_dir, suffix=""):
"""
Create same file in different directory [Including sub dirs]
:param filename: str, Filename to clone
:param target_dir: Target dir
:param suffix: Suffix to use for renaming
:return: str, New file absolute path
"""
# G... | 8fc017b3c73d2ff193413ee2fd99e994612b4a46 | 48,569 |
from typing import Type
import sys
def try_expanding_enum_to_union(typ: Type, target_fullname: str) -> ProperType:
"""Attempts to recursively expand any enum Instances with the given target_fullname
into a Union of all of its component LiteralTypes.
For example, if we have:
class Color(Enum):
... | 0c5cad46a443bc55cece4b8939dc142bafd05382 | 48,570 |
def medfilereader(filename, varsToExtract = 'all',
sessionToExtract = 1,
verbose = False,
remove_var_header = False):
"""
Reads in Med Associates file stored as single column and returns variables as lists.
Args:
filename - file to be read i... | 86c9f773fe4e95574eb7f109831a243beb0c7b5b | 48,571 |
import math
import logging
def sieve_of_eratosthenes(n):
"""Generate a list of all prime numbers between 1 and 'n' using optimised Sieve of Eratosthenes algorithm"""
list_of_primes = [];
# Initialise list with all EVEN items as False
list_of_numbers = [True, False] * int(n / 2)
# Add the last i... | 4bb5e623ea7b057575d07dfbf8d460836fa63b8c | 48,572 |
def get_label(node_name):
""" Function that returns the label of a specific docker node (eg. label can be loc=edge).
Args: node_name: name of the docker node
Returns: dictionary of the label: dict["label"] = "value"
"""
return_dict = {}
cmd = "sudo docker node inspect -f '{{ range $k, $v... | 0656a6777f4af94cc8e62c660821f2fcd9c4649e | 48,573 |
def product_vector4_4x4(vector,matrix):
"""mulipli le vector 4 par une matrice care de 4"""
x = matrix[0][0]*vector[0] + matrix[0][1]*vector[1] + matrix[0][2]*vector[2] + matrix[0][3]*vector[3]
y = matrix[1][0]*vector[0] + matrix[1][1]*vector[1] + matrix[1][2]*vector[2] + matrix[1][3]*vector[3]
z = matrix[2][0]*vec... | 13a90165fd2a08af0d380f3b2bc541554f377b11 | 48,574 |
def ghostnet(**kwargs):
"""
Constructs a GhostNet model
"""
cfgs = [ # input e.g. 512 x 512
# k, t, c, SE, s
# stage1
[[3, 16, 16, 0, 1]], # 256 x 256
# stage2
[[3, 48, 24, 0, 2]],
[[3, 72, 24, 0, 1]], # 128 x 128
# stage3
[[5, 7... | ba619b9006e343e71ad917ccc5668ff891435a49 | 48,575 |
import pandas as pd
import os
def fatality(path):
"""Drunk Driving Laws and Traffic Deaths
a panel of 48 observations from 1982 to 1988
*number of observations* : 336
*observation* : regional
*country* : United States
A dataframe containing :
state
state ID code
year
year
mrall
... | 7a3bc135d19290f5812414935fde0008746af715 | 48,576 |
def soft_normal(v, alpha):
"""ソフト正規化関数"""
v_norm = np.linalg.norm(v)
softmax = v_norm + 1 / alpha * np.log(1 + np.exp(-2 * alpha * v_norm))
return v / softmax | bb81b4d6be688629e354ffb9a17780e55e86591f | 48,577 |
def wrap_decoder(trg_vocab_size,
max_length,
n_layer,
n_head,
d_key,
d_value,
d_model,
d_inner_hid,
prepostprocess_dropout,
attention_dropout,
relu_dr... | 25d828de5a7c4e590fe8e09152fa226f4d72606b | 48,578 |
def eval_feature_detail(Info_Value_list,out_path=False):
"""
format InfoValue list to Dataframe
:param Info_Value_list: Instance list of Class InfoValue
:param out_path:specify the Dataframe to csv file path ,default False
:return:DataFrame about feature detail
"""
rst = Info_Value_list
... | aa911f01c8b41964e0883f23a76784ffae57aa7e | 48,579 |
import os
import tempfile
import subprocess
def evaluate_metric_once(scenario, metric, seeds):
"""Runs one evaluation of metric by running a roll out of scenario
with each random seed in seeds.
"""
runner = FindResourceOrThrow(
"drake/examples/acrobot/spong_sim_main_cc")
env_tmpdir = os.ge... | 23212d13b2d8f95b7aa1441387e36bb61f7aac42 | 48,580 |
def get_answer_phrase(question, sentence):
"""
Given a question and the sentence with an answer, extract the answer.
:param question: Question asked of us.
:param sentence: Sentence with question in it.
:return: string phrase of answer
"""
# Tokenize question for W-word
q_toks = nltk.wo... | 856b1667361bf1b8faf5d6ea3ffe6a071ef32ef8 | 48,581 |
def get_search_queries(phrase):
"""Return querysets to lookup different types of objects.
Args:
phrase (str): searched phrase
"""
return {
'skills': _search_skills(phrase),
'users': _search_users(phrase),
'tasks': _search_orders(phrase)} | 3d279b435932df28e19170d3277ec5e1a281e21d | 48,582 |
def sortclosestpoints(pt0, pts):
"""return pt index in pts sorted by increasing distance from pt0
Note: cartesian distance
"""
x1, y1 = pt0
x2, y2 = np.array(pts).T
diffx = x1 - x2
diffy = y1 - y2
dist = np.hypot(diffx, diffy)
sortedindices = np.argsort(dist)
sortedistances ... | 2fb81bd1c8e975f12dd34b7aa3d8124c53b6c9a8 | 48,583 |
def prune_properties(document, paths):
"""Prune given properties from a document.
This assumes properties will always have an object (dict) as a parent.
The function modifies the document in-place, but also returns the document
for convenience. (The return value may be ignored.)
"""
for path in... | 299734c7c09513f6e6b840ec126d85975b39cfc0 | 48,584 |
def HT_DCPERIOD(df):
"""
函数名：HT_DCPERIOD
名称： 希尔伯特变换-主导周期
简介：将价格作为信息信号，计算价格处在的周期的位置，作为择时的依据。
[文库文档](https://wenku.baidu.com/view/0e35f6eead51f01dc281f18e.md)
NOTE: The ``HT_DCPERIOD`` function has an unstable period.
python API
real=HT_DCPERIOD(close)
:return:
"""
close = d... | f1ca7a7a4b05512a4ecac43b1c9adbf5dcdddd95 | 48,585 |
import os
def parse_dataset_configs(root: str):
"""
Parse dataset configuration file
Args:
root(str): (absolute, expanded) path to dataset root directory
Returns:
ConfigParser
Raises:
FileNotFoundError: configuration file does not exists
"""
cfg_path = os... | 10d95a75cf71f367f558c5a75e1026401f56a737 | 48,586 |
def exp(str_in, expansion):
"""exp():
"""
return perm(str_in, expansion) | 191a20d550f494f7d17aaaadf9251c25912ddb5d | 48,587 |
import itertools
def compat_tee(iterable):
"""Return two independent iterators from a single iterable.
Based on http://www.python.org/doc/2.3.5/lib/itertools-example.html
"""
# Note: Using a dictionary and a list as the default arguments here is
# deliberate and safe in this instance.
def gen... | 025e809961bd098aaede070c2fa8090c59d31b5a | 48,588 |
def uint8(image:'np.ndarray')->'np.ndarray':
"""Convert to uint8
Args:
image('np.ndarray'):
Returns:
Raises:
"""
# Change range 0-1 to 0-255 and change type to uint8
return (image*255).astype(np.uint8) | e38a61d93c2e70f33a5d6768d1b870f96e5ebb67 | 48,589 |
def _p(pp, name):
"""
make prefix-appended name
"""
return '%s_%s'%(pp, name) | 0a38c89384830b8fc11cb19187c684112408c784 | 48,590 |
def map_to_parent(t_class, parents_info_level):
"""
parents_info_level: {<classid>: [parent]}, only contains classid that has a super-relationship
"""
if t_class in parents_info_level:
assert len(parents_info_level[t_class]) < 2, f"{t_class} has two or more parents {parents_info_level[t_class]}... | a92cf3671aff03724ac89ef024089df06ae28d4a | 48,591 |
from typing import Optional
from typing import cast
import ftplib
import re
from datetime import datetime
import logging
def _get_mtime(c: FTPClient, path: str) -> Optional[int]:
"""Returns timestamp of last modification"""
try:
mdtm = cast(ftplib.FTP, c).sendcmd("MDTM " + path)
# mdtm-respons... | e3319e7775f236398fee9b06d1d2ddf0da300d46 | 48,592 |
def argParse():
"""Parses commandline args."""
desc='Scrape the doxygen generated xml for docstrings to insert into python bindings'
parser = ArgumentParser(description=desc)
parser.add_argument("function", help="Operation to perform on docstrings", choices=["scrape","sub","copy"])
parser.add_... | 6536c83561727ca0e9b1c39ec670ea0d3d9c4ae2 | 48,593 |
import uuid
def get_temp_entity_table_name() -> str:
"""Returns a random table name for uploading the entity dataframe"""
return "feast_entity_df_" + uuid.uuid4().hex | 62d8b0ca2d58fb813db88caa753f93e412c62ad0 | 48,594 |
def _sort_mixed(values) -> np.ndarray:
"""order ints before strings in 1d arrays, safe in py3"""
str_pos = np.array([isinstance(x, str) for x in values], dtype=bool)
nums = np.sort(values[~str_pos])
strs = np.sort(values[str_pos])
return np.concatenate([nums, np.asarray(strs, dtype=object)]) | a7aa58f6f33737285c563492d99f3d62dc8a6ade | 48,595 |
def lpmm2lpph(lpmm, n, pixelPitch):
"""Convert resolution specified in Line-Pair per Milli Meters (LPMM) to
Line-Pair per Picture Height (LPPH)
Parameters
----------
lpmm : float
resolution in terms of Line-Pair per Milli-Meters (LPMM)
n : integer
Number of pixels in the picture... | e4cfaa0376830cb3a33c05ad1d2eba78ff6312e0 | 48,596 |
def isPalindrome1(s, indent):
"""Return True if s is a palindrome and False otherwise."""
print indent, "isPalindrome called with", s
if len(s) <= 1:
print indent, "About to return True from base case"
return True
else:
ans = s[0] == s[-1] and isPalindrome1(s[1:-1], indent + inde... | 38fe4a949a4795ec5e957a3d05949c8a46ab0559 | 48,597 |
from typing import Tuple
def _parse_gcs_url(gsurl: str) -> Tuple[str, str]:
"""
Given a Google Cloud Storage URL (gs://<bucket>/<blob>), returns a
tuple containing the corresponding bucket and blob.
"""
parsed_url = urlparse(gsurl)
if not parsed_url.netloc:
raise AirflowException('Plea... | 12f2a8dbff5bab0f7586d17ac777a07e6efadc1f | 48,598 |
from typing import Iterable
import tqdm
import sys
import difflib
def check_style(po_files: Iterable[str], no_wrap=False, quiet=False, diff=False) -> int:
"""Check style of given po_files.
Prints errors on stderr and returns the number of errors found.
"""
errors = 0
for po_path in tqdm(po_files,... | 46e219d3c0dda17239505861ba20b20f25bfd150 | 48,599 |
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