content stringlengths 22 815k | id int64 0 4.91M |
|---|---|
def getCommandLine() -> argparse.ArgumentParser:
"""Получить агрументы коммандной строки
Returns:
argparse.ArgumentParser: _description_
"""
parser = argparse.ArgumentParser(description='Конвертация тестов с TFS в xml формат Testrail/TestIT')
action = parser.add_subparsers(dest='action', re... | 18,300 |
def listall(context, uri=None):
"""
*musicpd.org, music database section:*
``listall [URI]``
Lists all songs and directories in ``URI``.
"""
result = []
root_path = translator.normalize_path(uri)
# TODO: doesn't the dispatcher._call_handler have enough info to catch
# the e... | 18,301 |
def send_task_to_executor(task_tuple: TaskInstanceInCelery) \
-> Tuple[TaskInstanceKey, CommandType, Union[AsyncResult, ExceptionWithTraceback]]:
"""Sends task to executor."""
key, _, command, queue, task_to_run = task_tuple
try:
with timeout(seconds=OPERATION_TIMEOUT):
result = ... | 18,302 |
def createPyarchFilePath(filePath):
"""
This method translates from an ESRF "visitor" path to a "pyarch" path:
/data/visitor/mx415/id14eh1/20100209 -> /data/pyarch/2010/id14eh1/mx415/20100209
"""
pyarchFilePath = None
if isinstance(filePath, str):
filePath = pathlib.Path(filePath)
li... | 18,303 |
def test_pre_create_undeploy_for_blue_green(m_stop, mock_filter_units,
mock_undeploy):
"""
Should undeploy all versions for mode: red-green
"""
# Given: Deployment parameters
deployment = _create_test_deployment_with_defaults_applied()
deployment['dep... | 18,304 |
def get_embed(input_data, vocab_size, embed_dim):
"""
Create embedding for <input_data>.
:param input_data: TF placeholder for text input.
:param vocab_size: Number of words in vocabulary.
:param embed_dim: Number of embedding dimensions
:return: Embedded input.
"""
# TODO: Implement Fun... | 18,305 |
def geometries_from_bbox(north, south, east, west, tags):
"""
Create a GeoDataFrame of OSM entities within a N, S, E, W bounding box.
Parameters
----------
north : float
northern latitude of bounding box
south : float
southern latitude of bounding box
east : float
ea... | 18,306 |
def test():
"""测试用"""
api = TestHlp()
# 读取配置文件
print(api.loadConfig("Hsconfig.ini"))
# 初始化
print(api.init())
# 连接服务器
print(api.connectServer()) | 18,307 |
def dBzdtAnalCircT(a, t, sigma):
"""
Hz component of analytic solution for half-space (Circular-loop source)
Src and Rx are on the surface and receiver is located at the center of the loop.
Src waveform here is step-off.
.. math::
\\frac{\partial h_z}{\partial t} = -\\... | 18,308 |
def download_files(dir_path: str, urls: List[str]) -> None:
"""
Asynchronous download, decompress files.
:param dir_path:
:param urls:
:return:
"""
os.makedirs(dir_path, exist_ok=True)
sema = asyncio.BoundedSemaphore(5)
async def fetch_file(url):
fname = url.split("/")[-1]
... | 18,309 |
def count_increasing(ratings, n):
"""
Only considering the increasing case
"""
arr = [1] * n
cnt = 1
for i in range(1, n):
cnt = cnt + 1 if ratings[i - 1] < ratings[i] else 1
arr[i] = cnt
return arr | 18,310 |
def xxxputInHTMLdir(filename = 'test.py'):
""" create a directory for the python file
then put the pythonfile into it
"""
verbose=False
HTMLdir = filename.replace('.py','')
#newDir = makeHTMLdir(HTMLdir)
shutil.copyfile(filename, HTMLdir+'/'+ filename)
if verbose: print('putInHTM... | 18,311 |
def load_train_data_frame(train_small, target, keras_options, model_options, verbose=0):
"""
### CAUTION: TF2.4 Still cannot load a DataFrame with Nulls in string or categoricals!
############################################################################
#### TF 2.4 still cannot load tensor_slices... | 18,312 |
def stat_float_times(space, newval=-1):
"""stat_float_times([newval]) -> oldval
Determine whether os.[lf]stat represents time stamps as float objects.
If newval is True, future calls to stat() return floats, if it is False,
future calls return ints.
If newval is omitted, return the current setting.
"""
state =... | 18,313 |
def decorate(rvecs):
"""Output range vectors into some desired string format"""
return ', '.join(['{%s}' % ','.join([str(x) for x in rvec]) for rvec in rvecs]) | 18,314 |
def test_atomic_g_year_max_exclusive_4_nistxml_sv_iv_atomic_g_year_max_exclusive_5_5(mode, save_output, output_format):
"""
Type atomic/gYear is restricted by facet maxExclusive with value 2030.
"""
assert_bindings(
schema="nistData/atomic/gYear/Schema+Instance/NISTSchema-SV-IV-atomic-gYear-maxE... | 18,315 |
def update_topic_collection_items(request_ctx, collection_item_id, topic_id, **request_kwargs):
"""
Accepts the same parameters as create
:param request_ctx: The request context
:type request_ctx: :class:RequestContext
:param collection_item_id: (required) ID
:type collection_it... | 18,316 |
def test_graph_difference_more_non_isolated_relations_source(stub_graph_set, stub_relation_set):
""" Tests graph_difference returns graph with expected nodes if source graph has non-isolated
nodes which are not present in target catalog """
_, vals = stub_graph_set
common_relation = Relation(name=rand_... | 18,317 |
def initialize_client(conn):
"""
called when new client connect. if new connected client is not the first connected
client, the send the initial weights to
the new connected client
:param conn:
"""
if detailed_output:
print("connected clients: ", len(connectedclients))
if len(con... | 18,318 |
def upsample(inputs, factor=(2, 2), interpolation='nearest'):
"""
Upsampling layer by factor
Parameters
----------
inputs: Input tensor
factor: The upsampling factors for (height, width). One integer or tuple of
two integers
interpolation: A string, one of [`nearest`, `bilinear`, 'b... | 18,319 |
def write_cmake_var_file(base_path: Path, file_paths: list[str]):
"""Write CMake script of source files.
Args:
base_dir (Path): Base directory.
file_paths (list[str]): Paths of source files.
"""
source_list_cmake_path = base_path / SOURCE_LIST_CMAKE_SUFFIX
with open(
str(so... | 18,320 |
def root_mean_squared_error(*args, **kwargs):
"""
Returns the square-root of ``scikit-learn``'s ``mean_squared_error`` metric.
All arguments are forwarded to that function.
"""
return np.sqrt(mean_squared_error(*args, **kwargs)) | 18,321 |
def launch_process(simulation, episode, epsilon, mode, return_dict):
"""
Method to launch the simulation depending on the simulation, episode, epsilon and mode.
"""
simulation.run(episode, epsilon)
return_dict[mode] = simulation.stop() | 18,322 |
def idwt2(Wimg, level=4):
""" inverse 2d wavelet transform
:param Wimg: 2d array
wavelet coefficients
:param level: int
level of wavelet transform - image shape has to be multiples of 2**level
:return: 2d array
image
"""
coeffs = _from_img_to_coeffs(Wimg, levels=level)
... | 18,323 |
def is_volume_encryption_enabled(audit_options):
"""Validate volume encryption is enabled in Cinder.
Security Guide Check Name: Check-Block-09
:param audit_options: Dictionary of options for audit configuration
:type audit_options: Dict
:raises: AssertionError if the assertion fails.
"""
k... | 18,324 |
def get_color(card):
"""Returns the card's color
Args:
card (webelement): a visible card
Returns:
str: card's color
"""
color = card.find_element_by_xpath(".//div/*[name()='svg']/*[name()='use'][2]").get_attribute("stroke")
# both light and dark theme
if (color... | 18,325 |
def test_plugin_manager_duplicate_priorities():
""" Make sure that the plugin manager raises an exception when multiple
different plugins define the same operator
"""
# Note, the plugin manager does not currently compare to make sure that the
# two definitions are different before raising an er... | 18,326 |
def setup_box():
"""
Will install python and all libs needed to set up this box to run the
examjam code. Eventually this needs to be more RPM based
"""
#place_pub_key()
install_box_libraries()
install_python()
install_easy_install()
install_python_dependancies() | 18,327 |
def is_valid_path(parameters: Dict[str, Any]) -> bool:
"""Single "." chars and empty strings "" are excluded from path by urllib3.
A path containing to "/" or "%2F" will lead to ambiguous path resolution in
many frameworks and libraries, such behaviour have been observed in both
WSGI and ASGI applicati... | 18,328 |
def to_tensor(x):
"""
Arguments:
x: an instance of PIL image.
Returns:
a float tensor with shape [3, h, w],
it represents a RGB image with
pixel values in [0, 1] range.
"""
x = np.array(x)
x = torch.FloatTensor(x)
return x.permute(2, 0, 1).unsqueeze(0).div(255... | 18,329 |
def load_messier_catalog_images(path, img_size=None, disable_tqdm=False):
"""
Data loader for Messier catalog images. The images are available
in `messier-catalog-images` repository of MiraPy organisation.
:param path: String. Directory path.
:param img_size: Final dimensions of the image.
:par... | 18,330 |
def load_stl10(data_dir, flatten=False, one_hot=True, normalize_range=False,
whiten_pixels=True, border_pad_size=0):
"""
Large part of this loader and the associated functions has been inspired from,
https://github.com/mttk/STL10/blob/master/stl10_input.py
"""
# path to the binary train file... | 18,331 |
def fetch_data(fold_path):
"""Fetch data saving in fold path.
Convert data into suitable format, using csv files in fold path.
:param fold_path: String. The fold in which data files are saved.
:return:
training_data: Dataframe. Combined dataframe to create training data.
testing_data:... | 18,332 |
def add_chr_prefix(band):
"""
Return the band string with chr prefixed
"""
return ''.join(['chr', band]) | 18,333 |
def group_by_distance(iterable, distance=1):
"""group integers into non-overlapping intervals that
are at most *distance* apart.
>>> list( group_by_distance( (1,1,2,4,5,7) ) )
[(1, 3), (4, 6), (7, 8)]
>>> list( group_by_distance( [] ) )
[]
>>> list( group_by_distance( [3] ) )
[(3, 4)]... | 18,334 |
def disable_text_recog_aug_test(cfg, set_types=None):
"""Remove aug_test from test pipeline of text recognition.
Args:
cfg (mmcv.Config): Input config.
set_types (list[str]): Type of dataset source. Should be
None or sublist of ['test', 'val']
Returns:
cfg (mmcv.Config):... | 18,335 |
def layer_svg(svg_bottom, svg_top, offset: list = [0.0, 0.0]):
"""
Adds one SVG over another. Modifies the bottom SVG in place.
:param svg_bottom: The bottom SVG, in in xml.etree.ElementTree form
:param svg_top: The top SVG, in in xml.etree.ElementTree form
:param offset: How far to offset the top S... | 18,336 |
def get_data_home(data_home=None):
"""Return a path to the cache directory for example datasets.
This directory is then used by :func:`load_dataset`.
If the ``data_home`` argument is not specified, it tries to read from the
``CF_DATA`` environment variable and defaults to ``~/cf-data``.
"""
... | 18,337 |
def main(username,password):
""" Opens FacebookClient and chats with random person """
# Setup
fb = FacebookClient(username,password)
chatbot = cleverbot3.Session()
# choose random "friend" to chat with
chat_list = fb.browser.find_element(By.CSS_SELECTOR,"ul.fbChatOrderedList.clearfix")
item... | 18,338 |
def utxo_cmd(ctx, dry_run):
"""Get the node's current UTxO with the option of filtering by address(es)"""
try:
CardanoCli.execute(cmd=["cardano-cli", "query", "utxo"], dry_run=dry_run, include_network=True)
except CardanoPyError as cpe:
ctx.fail(cpe.message)
return cpe.return_code | 18,339 |
def intronator(exons):
"""
Builds introns from pairs of Exon objects
in >exons<.
sort_attr is used for ordering of introns.
"""
def _window(seq):
"""
Taken from https://docs.python.org/release/2.3.5/lib/itertools-example.html
Returns a sliding window (of width n) over... | 18,340 |
def parse_file(ifile, ofile, sra_data, out_dir, verbose=False):
"""
Parse the file and create a new metadata file.
Writes everything to the directory SRA_Submission, including a set of fasta files,
one per biosample.
"""
cols = {'bioproject_accession' : 0, 'biosample_accession' : 1, 'library_... | 18,341 |
def delta_in_ms(delta):
"""
Convert a timedelta object to milliseconds.
"""
return delta.seconds*1000.0+delta.microseconds/1000.0 | 18,342 |
def test_dbus_getall_oom(dev, apdev):
"""D-Bus GetAll wpa_config_get_all() OOM"""
(bus,wpas_obj,path,if_obj) = prepare_dbus(dev[0])
id = dev[0].add_network()
dev[0].set_network(id, "disabled", "0")
dev[0].set_network_quoted(id, "ssid", "test")
res = if_obj.Get(WPAS_DBUS_IFACE, 'Networks',
... | 18,343 |
def getNodes(pattern="*", scene=None, useLists=False):
"""Return a dictionary of nodes where the name or id matches the ``pattern``.
By default, ``pattern`` is a wildcard and it returns all nodes associated
with ``slicer.mrmlScene``.
If multiple node share the same name, using ``useLists=False`` (default beha... | 18,344 |
def get_cls(
query: Union[None, str, Type[X]],
base: Type[X],
lookup_dict: Mapping[str, Type[X]],
lookup_dict_synonyms: Optional[Mapping[str, Type[X]]] = None,
default: Optional[Type[X]] = None,
suffix: Optional[str] = None,
) -> Type[X]:
"""Get a class by string, default, or implementation.... | 18,345 |
def selection_sort(data):
"""Sort a list of unique numbers in ascending order using selection sort. O(n^2).
The process includes repeatedly iterating through a list, finding the smallest element, and sorting that element.
Args:
data: data to sort (list of int)
Returns:
sorted l... | 18,346 |
def _conv(args, filter_size, num_features, bias, reuse, w_init=None, b_init=0.0, scope='_conv'):
"""convolution:
Args:
args: a Tensor or a list of Tensors of dimension 3D, 4D or 5D
batch x n, Tensors.
filter_size: int tuple of filter height and width.
reuse: None/True, whether to reuse vari... | 18,347 |
def make_bright_star_mask_in_hp(nside, pixnum, verbose=True, gaiaepoch=2015.5,
maglim=12., matchrad=1., maskepoch=2023.0):
"""Make a bright star mask in a HEALPixel using Tycho, Gaia and URAT.
Parameters
----------
nside : :class:`int`
(NESTED) HEALPixel nside.
... | 18,348 |
def _feature_normalization(features, method, feature_type):
"""Normalize the given feature vector `y`, with the stated normalization `method`.
Args:
features (np.ndarray): The signal array
method (str): Normalization method.
'global': Uses global mean and standard deviation values ... | 18,349 |
def get_constraint(name):
"""
Lookup table of default weight constraint functions.
Parameters
----------
name : Constraint, None, str
Constraint to look up. Must be one of:
- 'l1' : L1 weight-decay.
- 'l2' : L2 weight-decay.
- 'l1-l2' : Combined L1-L2 weight-decay.
- Constraint : A custom implementa... | 18,350 |
def add_org_hooks(mock, values):
"""Add hooks for an organization
The values passed is an array of dictionaries as generated by the factory
"""
url = os.path.join("orgs", ORG_NAME, "hooks")
register_uri(mock, "GET", url=url, json=values) | 18,351 |
def player_count(conn, team_id):
"""Returns the number of players associated with a particular team"""
c = conn.cursor()
c.execute("SELECT id FROM players WHERE team_id=?", (team_id,))
return len(c.fetchall()) | 18,352 |
def _RedisClient(address):
"""
Return a connection object connected to the socket given by `address`
"""
h1, h2 = get_handle_pair(conn_type=REDIS_LIST_CONN)
c = _RedisConnection(h1)
#redis_client = util.get_redis_client()
redis_client = util.get_cache_client()
ip, port = address
chan... | 18,353 |
def format_timedelta(value,
time_format="{days} days, {hours2}:{minutes2}:{seconds2}"):
"""Format a datetie.timedelta. See """
if hasattr(value, 'seconds'):
seconds = value.seconds + value.days * 24 * 3600
else:
seconds = int(value)
seconds_total = seconds
minutes = int(math.flo... | 18,354 |
def random_account_user(account):
"""Get a random user for an account."""
account_user = AccountUser.objects.filter(account=account).order_by("?").first()
return account_user.user if account_user else None | 18,355 |
def pytest_collection_modifyitems(session, config, items):
"""Called by pytest after collecting tests.
The collected tests and the order in which they will be called are in ``items``,
which can be manipulated in place.
"""
if not session.config.getoption("--skip"):
return
passed_set =... | 18,356 |
def overwrite(main_config_obj, args):
"""
Overwrites parameters with input flags
Args:
main_config_obj (ConfigClass): config instance
args (dict): arguments used to overwrite
Returns:
ConfigClass: config instance
"""
# Sort on nested level to override shallow items first
args = dict(s... | 18,357 |
def initInterpreter(model_path):
"""Initializes the tflite interpreter with the given tflite model"""
global interpreter
interpreter = tf.lite.Interpreter(model_path=model_path)
interpreter.allocate_tensors()
global input_details
input_details = interpreter.get_input_details()
global output_... | 18,358 |
def max_delta(model, new_model):
"""Return the largest difference between any two corresponding
values in the models"""
return max( [(abs(model[i] - new_model[i])).max() for i in range(len(model))] ) | 18,359 |
def wiener_khinchin_transform(power_spectrum, frequency, time):
"""
A function to transform the power spectrum to a correlation function by the Wiener Khinchin transformation
** Input:**
* **power_spectrum** (`list or numpy.array`):
The power spectrum of the signal.
* **frequency** (`lis... | 18,360 |
def child_is_flat(children, level=1):
"""
Check if all children in section is in same level.
children - list of section children.
level - integer, current level of depth.
Returns True if all children in the same level, False otherwise.
"""
return all(
len(child) <= level + 1 or child... | 18,361 |
def load_dataset(name, other_paths=[]):
"""Load a dataset with given (file) name."""
if isinstance(name, Dataset):
return name
path = Path(name)
# First, try if you have passed a fully formed dataset path
if path.is_file():
return _from_npy(name, classes=classes)
# Go through ... | 18,362 |
def isqrtcovresnet101b(**kwargs):
"""
iSQRT-COV-ResNet-101 model with stride at the second convolution in bottleneck block from 'Towards Faster Training
of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization,'
https://arxiv.org/abs/1712.01034.
Parameters:
----------... | 18,363 |
def get_data(name: str, level: int, max_level: int) -> str:
"""從維基頁面爬取資料
參數:
name: 程式或節點名稱
level: 欲查詢的等級
回傳:
爬到的資料
"""
reply_msg = []
for dataframe in read_html(generate_url(name)):
if (max_level < dataframe.shape[0] < max_level + 3 and
dataframe... | 18,364 |
def is_processable(path: str, should_match_extension: str):
"""
Process scandir entries, copying the file if necessary
"""
if not os.path.isfile(path):
return False
filename = os.path.basename(path)
_, extension = os.path.splitext(filename)
if extension.lower() != should_match_exten... | 18,365 |
def insert_data(context, data_dict):
"""
:raises InvalidDataError: if there is an invalid value in the given data
"""
data_dict['method'] = _INSERT
result = upsert_data(context, data_dict)
return result | 18,366 |
def timestamp():
"""Get the unix timestamp now and retuen it.
Attention: It's a floating point number."""
import time
timestamp = time.time()
return timestamp | 18,367 |
def _n64_to_datetime(n64):
"""Convert Numpy 64 bit timestamps to datetime objects. Units in seconds"""
return datetime.utcfromtimestamp(n64.tolist() / 1e9) | 18,368 |
def cycle(iterable):
"""Make an iterator returning elements from the iterable and saving a copy of each.
When the iterable is exhausted, return elements from the saved copy. Repeats indefinitely.
This function uses single dispatch.
.. seealso:: :func:`itertools.cycle`
"""
return itertools.cycl... | 18,369 |
def get_availability_zone(name=None,state=None,zone_id=None,opts=None):
"""
`.getAvailabilityZone` provides details about a specific availability zone (AZ)
in the current region.
This can be used both to validate an availability zone given in a variable
and to split the AZ name into its compone... | 18,370 |
def _recs_on_solr(recommendations, solr_index_backoff, solr_index_restore):
"""sees if we have auto soft commit increases and restores and makes recommendations accordingly"""
if len(solr_index_backoff) > 0:
for core in solr_index_backoff.keys():
data = solr_index_backoff[core]
d... | 18,371 |
def create_collection(CollectionId=None):
"""
Creates a collection in an AWS Region. You can add faces to the collection using the operation.
For example, you might create collections, one for each of your application users. A user can then index faces using the IndexFaces operation and persist results in a... | 18,372 |
def main():
"""
main function for both public leaderboard evaluation and private leaderboard prediction
"""
print("Get ground truth data for 376 listed companies")
true_df = make_true_df(
DATA_PATH,
start_date=None,
cut_off_date=CUT_OFF_DATE,
new_eval_period=BOOL_NEW... | 18,373 |
def copy_wcs(wcs_source_file, wcs_target_file):
""" Copy the WCS header keywords from the source file into the
target file.
"""
hdr_src = fits.getheader(wcs_source_file)
wcs_src = WCS(hdr_src)
im = fits.open(wcs_target_file, 'update')
im[0].header.update(wcs_src.to_header())
im.flush(ou... | 18,374 |
def _add_u_eq(blk, uex=0.8):
"""Add heat transfer coefficent adjustment for feed water flow rate.
This is based on knowing the heat transfer coefficent at a particular flow
and assuming the heat transfer coefficent is porportial to feed water
flow rate raised to certain power (typically 0.8)
Args:
... | 18,375 |
def test_parse_cpe_name_wfn(cpe, cpe_ret):
"""
Parse correct CPE_NAME data WFN formatted
:return:
"""
ret = core._parse_cpe_name(cpe)
for key, value in cpe_ret.items():
assert key in ret
assert ret[key] == value | 18,376 |
def find_process_in_list( proclist, pid ):
"""
Searches for the given 'pid' in 'proclist' (which should be the output
from get_process_list(). If not found, None is returned. Otherwise a
list
[ user, pid, ppid ]
"""
for L in proclist:
if pid == L[1]:
return L
r... | 18,377 |
def solution(s, start_pos, end_pos):
"""
Find the minimal nucleotide from a range of sequence DNA.
:param s: String consisting of the letters A, C, G and T,
which correspond to the types of successive nucleotides in the sequence
:param start_pos: array with the start indexes for the intervals to check
:p... | 18,378 |
def ExtremeSoundHandlerProcess(ExtremeQueue):
""" Display text based on recieved Sound object """
y = Sound() # Dummy Sound object, see bottom of loop
y.dB = ""
while True:
x = queue_get(ExtremeQueue)
if x is not None and x.dB != y.dB:
# If we got a sound and it's ... | 18,379 |
def validate_address(value: str, context: dict = {}) -> str:
"""
Default address validator function. Can be overriden by providing a
dotted path to a function in ``SALESMAN_ADDRESS_VALIDATOR`` setting.
Args:
value (str): Address text to be validated
context (dict, optional): Validator c... | 18,380 |
def select_images(img_dir, sample_size=150, random_seed=42):
"""Selects a random sample of image paths."""
img_paths = []
for file in os.listdir(img_dir):
if file.lower().endswith('.jpeg'):
img_paths.append(os.path.join(img_dir, file))
if sample_size is not None:
if random_s... | 18,381 |
def load_period_data(period):
""" Load period data JSON file
If the file does not exist and empty dictionary is returned.
"""
filename = os.path.join(PROTOCOL_DIR, PERIOD_FILE_TEMPLATE % period)
if not os.path.exists(filename):
return {}
with open(filename, 'r', encoding='utf-8') ... | 18,382 |
def _get_hg_repo(path_dir):
"""Parse `hg paths` command to find remote path."""
if path_dir == "":
return ""
hgrc = Path(path_dir) / ".hg" / "hgrc"
if hgrc.exists():
config = ConfigParser()
config.read(str(hgrc))
if "paths" in config:
return config["paths"].g... | 18,383 |
def clip_grad_norm(parameters, max_norm, norm_type=2):
"""Clips gradient norm of an iterable of parameters.
The norm is computed over all gradients together, as if they were
concatenated into a single vector. Gradients are modified in-place.
Arguments:
parameters (Iterable[Variable]): an iterabl... | 18,384 |
def array_to_string(array,
col_delim=' ',
row_delim='\n',
digits=8,
value_format='{}'):
"""
Convert a 1 or 2D array into a string with a specified number
of digits and delimiter. The reason this exists is that the
basic nump... | 18,385 |
def get_dp_logs(logs):
"""Get only the list of data point logs, filter out the rest."""
filtered = []
compute_bias_for_types = [
"mouseout",
"add_to_list_via_card_click",
"add_to_list_via_scatterplot_click",
"select_from_list",
"remove_from_list",
]
for log in... | 18,386 |
def assign_reports_to_watchlist(cb: CbThreatHunterAPI, watchlist_id: str, reports: List[Dict]) -> Dict:
"""Set a watchlist report IDs attribute to the passed reports.
Args:
cb: Cb PSC object
watchlist_id: The Watchlist ID to update.
reports: The Intel Reports.
Returns:
The Watchlist... | 18,387 |
def visualize_filter(
image,
model,
layer,
filter_index,
optimization_parameters,
transformation=None,
regularization=None,
threshold=None,
):
"""Create a feature visualization for a filter in a layer of the model.
Args:
image (array): the image to be modified by the fea... | 18,388 |
def porcentaje (cadena1, cadena2):
"""
(str),(str)-> (float)
Programa para hallar el porcentaje de correspondiente a las cadenas
>>> porcentaje("CG","GA")
50
>>> porcentaje("AT","GT")
0
>>> porcentaje ("AAAT","GCGA")
25
:param cadena1: primera cadena ingresada
:param cade... | 18,389 |
def subtraction(x, y):
"""
Subtraction x and y
>>> subtraction(-20, 80)
-100
"""
assert isinstance(x, (int, float)), "The x value must be an int or float"
assert isinstance(y, (int, float)), "The y value must be an int or float"
return x - y | 18,390 |
async def paste(text: str) -> str:
"""Return an online bin of given text."""
session = aiohttp.ClientSession()
async with session.post("https://hasteb.in/documents", data=text) as post:
if post.status == 200:
response = await post.text()
return f"https://hasteb.in/{response[... | 18,391 |
def lr_step(base_lr, curr_iter, decay_iters, warmup_iter=0):
"""Stepwise exponential-decay learning rate policy.
Args:
base_lr: A scalar indicates initial learning rate.
curr_iter: A scalar indicates current iteration.
decay_iter: A list of scalars indicates the numbers of
iteration when the lear... | 18,392 |
def apo(coalg):
"""
Extending an anamorphism with the ability to halt.
In this version, a boolean is paired with the value that indicates halting.
"""
def run(a):
stop, fa = coalg(a)
return fa if stop else fa.map(run)
return run | 18,393 |
def cat_sample(ps):
"""
sample from categorical distribution
ps is a 2D array whose rows are vectors of probabilities
"""
r = nr.rand(len(ps))
out = np.zeros(len(ps),dtype='i4')
cumsums = np.cumsum(ps, axis=1)
for (irow,csrow) in enumerate(cumsums):
for (icol, csel) in enumer... | 18,394 |
def download_network(region, network_type):
"""Download network from OSM representing the region.
Arguments:
region {string} -- Location. E.g., "Manhattan Island, New York City, New York, USA"
network_type {string} -- Options: drive, drive_service, walk, bike, all, all_private
Retu... | 18,395 |
def extract_text(text):
""" """
l = []
res = []
i = 0
while i < len(text) - 2:
h, i, _ = next_token(text, i)
obj = text[h:i]
l.append(obj)
for j, tok in enumerate(l):
if tok == b'Tf':
font = l[j-2]
fsize = float(l[j-1])
elif tok ==... | 18,396 |
async def test_step_import(opp):
"""Test that the import step works."""
conf = {
CONF_USERNAME: "user@host.com",
CONF_PASSWORD: "123abc",
}
with patch(
"openpeerpower.components.tile.async_setup_entry", return_value=True
), patch("openpeerpower.components.tile.config_flow.as... | 18,397 |
def add_pruning_arguments_to_parser(parser):
"""Add pruning arguments to existing argparse parser"""
parser.add_argument('--do_prune', action='store_true',
help="Perform pruning when training a model")
parser.add_argument('--pruning_config', type=str,
default=... | 18,398 |
def invokeRule(priorAnswers,
bodyLiteralIterator,
sip,
otherargs,
priorBooleanGoalSuccess=False,
step=None,
debug=False,
buildProof=False):
"""
Continue invokation of rule using (given) prior answers and lis... | 18,399 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.