content stringlengths 22 815k | id int64 0 4.91M |
|---|---|
def find_best_classifier(data, possible_classifiers, target_classifier):
"""Given a list of points, a list of possible Classifiers to use as tests,
and a Classifier for determining the true classification of each point,
finds and returns the classifier with the lowest disorder. Breaks ties by
preferrin... | 23,300 |
def get_product_type_name(stac_item):
""" Create a ProductType name from a STAC Items metadata
"""
properties = stac_item['properties']
assets = stac_item['assets']
parts = []
platform = properties.get('platform') or properties.get('eo:platform')
instruments = properties.get('instruments'... | 23,301 |
def get_show_default():
""" gets the defaults """
return SHOW_DEFAULT | 23,302 |
def test_can_build_lookup_table_and_use_it_for_known_values():
"""Functional (a.k.a acceptance) test for LookupTable"""
# John prepares data to be looked up
ts = array([0.1, 1.1, 2.1])
x1 = array([10.2, -1.4, 4.1])
x2 = array([0.1, 0.01, 0.4])
# John calculates "trajectory" for his data
ta... | 23,303 |
def sample_langevin_v2(x, model, stepsize, n_steps, noise_scale=None, intermediate_samples=False,
clip_x=None, clip_grad=None, reject_boundary=False, noise_anneal=None,
spherical=False, mh=False, temperature=None, norm=False, cut=True):
"""Langevin Monte Carlo
x: torch.Te... | 23,304 |
async def dump(self, chan, source, msg):
"""
dump the contents of self to a file
for debugging purposes.
"""
if len(msg) < 1:
await out.msg(self, modname, chan, ["need filename"])
return
with open(msg, "w") as f:
pprint.pprint(vars(self), stream=f)
pprint.pprint(... | 23,305 |
def fpoly(x, m):
"""Compute the first `m` simple polynomials.
Parameters
----------
x : array-like
Compute the simple polynomials at these abscissa values.
m : :class:`int`
The number of simple polynomials to compute. For example, if
:math:`m = 3`, :math:`x^0`, :math:`x^1` ... | 23,306 |
def get_custom_logger(context):
""" Customizable template for creating a logger.
What would work is to have the format and date format passed
"""
# Initialize Custom Logging
# Timestamps with logging assist debugging algorithms
# With long execution times
manifest = context.gear_dict['ma... | 23,307 |
def get_torch_core_binaries(module):
"""Return required files from the torch folders.
Notes:
So far only tested for Windows. Requirements for other platforms
are unknown.
"""
binaries = []
torch_dir = module.getCompileTimeDirectory()
extras = os.path.join(torch_dir, "lib")
... | 23,308 |
def _function_fullname(f):
"""Return the full name of the callable `f`, including also its module name."""
function, _ = getfunc(f) # get the raw function also for OOP methods
if not function.__module__: # At least macros defined in the REPL have `__module__=None`.
return function.__qualname__
... | 23,309 |
def dists2centroids_numpy(a):
"""
:param a: dist ndarray, shape = (*, h, w, 4=(t, r, b, l))
:return a: Box ndarray, shape is (*, h, w, 4=(cx, cy, w, h))
"""
return corners2centroids_numpy(dists2corners_numpy(a)) | 23,310 |
def heatmap(data_df, figsize=None, cmap="Blues", heatmap_kw=None, gridspec_kw=None):
""" Plot a residue matrix as a color-encoded matrix.
Parameters
----------
data_df : :class:`pandas.DataFrame`
A residue matrix produced with :func:`~luna.analysis.residues.generate_residue_matrix`.
figsize... | 23,311 |
def combined_loss(x, reconstructed_x, mean, log_var, args):
"""
MSE loss for reconstruction, KLD loss as per VAE.
Also want to output dimension (element) wise RCL and KLD
"""
# First, binary data
loss1 = torch.nn.BCEWithLogitsLoss(size_average=False)
loss1_per_element = torch.nn.BCEWithLogit... | 23,312 |
def isfloat(string: str) -> bool:
"""
This function receives a string and returns if it is a float or not.
:param str string: The string to check.
:return: A boolean representing if the string is a float.
:rtype: bool
"""
try:
float(string)
return True
except (ValueErro... | 23,313 |
def parse_path_kvs(file_path):
"""
Find all key-value pairs in a file path;
the pattern is *_KEY=VALUE_*.
"""
parser = re.compile("(?<=[/_])[a-z0-9]+=[a-zA-Z0-9]+[.]?[0-9]*(?=[_/.])")
kvs = parser.findall(file_path)
kvs = [kv.split("=") for kv in kvs]
return {kv[0]: to_number(kv[1]... | 23,314 |
def user_count_by_type(utype: str) -> int:
"""Returns the total number of users that match a given type"""
return get_count('users', 'type', (utype.lower(),)) | 23,315 |
async def test_availability_without_topic(hass, mqtt_mock):
"""Test availability without defined availability topic."""
await help_test_availability_without_topic(
hass, mqtt_mock, switch.DOMAIN, DEFAULT_CONFIG
) | 23,316 |
def create_stellar_deposit(transaction_id):
"""Create and submit the Stellar transaction for the deposit."""
transaction = Transaction.objects.get(id=transaction_id)
# We can assume transaction has valid stellar_account, amount_in, and asset
# because this task is only called after those parameters are ... | 23,317 |
def test_parameter_file_proper_toml():
"""Tells you what line of the TOML has an error"""
ll = pkg_resources.resource_string("cascade.executor", "data/parameters.toml").decode().split("\n")
for i in range(1, len(ll)):
try:
toml.loads("".join(ll[:i]))
except toml.TomlDecodeError:
... | 23,318 |
def test_getSBMLFromBiomodelsURN2():
""" Check that model can be loaded in roadrunner.
:return:
"""
urn = 'urn:miriam:biomodels.db:BIOMD0000000139'
sbml = temiriam.getSBMLFromBiomodelsURN(urn)
print("*" * 80)
print(type(sbml))
print("*" * 80)
print(sbml)
print("*" * 80)
r ... | 23,319 |
def node_label(label, number_of_ports, debug=None):
""" generate the HTML-like label
<TABLE ALIGN="CENTER"><TR><TD COLSPAN="2">name</TD></TR>
<TR>
<TD PORT="odd">odd</TD>
<TD PORT="even">even</TD>
</TR>
singleport:
<TR>
<TD PORT="port">port</TD>
</TR>
return a s... | 23,320 |
def grouperElements(liste, function=len):
"""
fonctions qui groupe selon la fonction qu'on lui donne.
Ainsi pour le kalaba comme pour les graphèmes, nous aurons
besoin de la longueur,
"""
lexique=[]
data=sorted(liste, key=function)
for k,g in groupby(data, function):
lexique.append(list(g))
return lexique | 23,321 |
def test_eofs_matches_sklearn():
"""Test result from eofs routine matches reference implementation."""
x = np.random.uniform(size=(100, 20))
k = 10
eofs_result = rdu.eofs(x, n_modes=k)
model = sd.PCA(n_components=k)
pcs = model.fit_transform(x)
assert np.allclose(model.components_, eofs_... | 23,322 |
def SensorLocation_Cast(*args):
"""
Cast(BaseObject o) -> SensorLocation
SensorLocation_Cast(Seiscomp::Core::BaseObjectPtr o) -> SensorLocation
"""
return _DataModel.SensorLocation_Cast(*args) | 23,323 |
def fatorial(num=1, show=False):
"""
-> Calcula o fatorial de um número.
:param num: Fatorial a ser calculado
:param show: (opicional) Mostra a conta
:return: Fatorial de num.
"""
print('-=' * 20)
fat = 1
for i in range(num, 0, -1):
fat *= i
if show:
resp = f'{str... | 23,324 |
def test_plotting_with_each_graph_data_property(my_outdir):
# Note: All outputs were inspected manually, all bugs were resolved and all shortcomings
# documented in the docstrings and below here. This becomes necessary again in case of
# major code changes and can hardly be automated (with reasonable effort... | 23,325 |
def read_rudder_config(path=None):
"""Reads the servo configuration from config.yml and returns a matching servo."""
if path is None:
path = os.path.dirname(os.path.abspath(__file__))
with open(path + "/config.yml", "r") as yml:
conf = yaml.full_load(yml)
rudder_config = conf["rudder... | 23,326 |
def test_simple_line_parse():
"""Simple line parse"""
print(test_simple_line_parse.__doc__)
line = " int i = 0;"
parsed_line = Sea5kgCppLintLineParser(line, 'file', 0)
assert parsed_line.get_line() == line
assert parsed_line.get_filename() == 'file'
assert parsed_line.get_number_of_line()... | 23,327 |
def linear_trend(series=None, coeffs=None, index=None, x=None, median=False):
"""Get a series of points representing a linear trend through `series`
First computes the lienar regression, the evaluates at each
dates of `series.index`
Args:
series (pandas.Series): data with DatetimeIndex as the ... | 23,328 |
def cli(ctx: callable) -> None:
"""DIRBS script to output reports (operator and country) for a given MONTH and YEAR.
Arguments:
ctx: click context (required)
Returns:
None
"""
pass | 23,329 |
def test_hook_initialization(base_app):
"""Test hook initialization."""
app = base_app
magic_hook = MagicMock()
app.config['INDEXER_BEFORE_INDEX_HOOKS'] = [
magic_hook, 'test_invenio_bulkindexer:_global_magic_hook'
]
ext = InvenioIndexer(app)
with app.app_context():
recid = ... | 23,330 |
def snapshot_metadata_get(context, snapshot_id):
"""Get all metadata for a snapshot."""
return IMPL.snapshot_metadata_get(context, snapshot_id) | 23,331 |
def graph_from_tensors(g, is_real=True):
"""
"""
loop_edges = list(nx.selfloop_edges(g))
if len(loop_edges) > 0:
g.remove_edges_from(loop_edges)
if is_real:
subgraph = (g.subgraph(c) for c in nx.connected_components(g))
g = max(subgraph, key=len)
g = nx.convert_node_... | 23,332 |
def hook(t):
"""Calculate the progress from download callbacks (For progress bar)"""
def inner(bytes_amount):
t.update(bytes_amount) # Update progress bar
return inner | 23,333 |
def delete(event, context):
"""
Delete a cfn stack using an assumed role
"""
stack_id = event["PhysicalResourceId"]
if '[$LATEST]' in stack_id:
# No stack was created, so exiting
return stack_id, {}
cfn_client = get_client("cloudformation", event, context)
cfn_client.delete_s... | 23,334 |
def _rec_compare(lhs,
rhs,
ignore,
only,
key,
report_mode,
value_cmp_func,
_regex_adapter=RegexAdapter):
"""
Recursive deep comparison implementation
"""
# pylint: disable=unidiomatic-t... | 23,335 |
def exists_job_onqueue(queuename, when, hour):
"""
Check if a job is present on queue
"""
scheduler = Scheduler(connection=Redis())
jobs = scheduler.get_jobs()
for job in jobs:
if 'reset_stats_queue' in job.func_name:
args = job.args
if queuename == args[0] an... | 23,336 |
def q_inv_batch_of_sequences(seq):
"""
:param seq: (n_batch x n_frames x 32 x 4)
:return:
"""
n_batch = seq.size(0)
n_frames = seq.size(1)
n_joints = seq.size(2)
seq = seq.reshape((n_batch * n_frames * n_joints, 4))
seq = qinv(seq)
seq = seq.reshape((n_batch, n_frames, n_joints, ... | 23,337 |
def dealer_wins(chips):
"""Player loses chips"""
print("The dealer won.")
chips.lose_bet() | 23,338 |
def check_policy_enforce(logical_line, filename):
"""Look for uses of nova.policy._ENFORCER.enforce()
Now that policy defaults are registered in code the _ENFORCER.authorize
method should be used. That ensures that only registered policies are used.
Uses of _ENFORCER.enforce could allow unregistered po... | 23,339 |
def msa_job_space_demand(job_space_demand):
"""
Job space demand aggregated to the MSA.
"""
df = job_space_demand.local
return df.fillna(0).sum(axis=1).to_frame('msa') | 23,340 |
def get_pdf_cdf_3(corr, bins_pdf, bins_cdf, add_point=True, cdf_bool=True,
checknan=False):
"""
corr is a 3d array, the first dimension are the iterations, the second
dimension is usually the cells
the function gives back the pdf and the cdf
add_point option duplicated the last po... | 23,341 |
def unconfigure_route_map(device, route_map_name, permit):
""" unconfigure route map
Args:
device (`obj`): device to execute on
route_map_name (`int`): route map name
permit (`int`): Sequence to insert to existing route-map entry
Return:
None
... | 23,342 |
def test_wrong_params(param, match):
"""Test Exceptions at check_params function."""
rng = np.random.RandomState(0)
X = rng.rand(5, 2)
with pytest.raises(ValueError, match=match):
bisect_means = BisectingKMeans(n_clusters=3, **param)
bisect_means.fit(X) | 23,343 |
def create_app():
""" Application factory to create the app and be passed to workers """
app = Flask(__name__)
import logging
logging.basicConfig(
filename='./logs/flask.log',
level=logging.DEBUG,
format='%(asctime)s %(levelname)-8s %(message)s',
datefmt='%Y-%m-%d %H:%M:... | 23,344 |
def build_vocab(args, dataset, schema_graphs):
"""
Construct vocabularies.
This function saves to disk:
- text vocab: consists of tokens appeared in the natural language query and schema
- program vocab: consists of tokens appeared in the program
- schema vocab: consists of table and field name... | 23,345 |
def create_win_jupyter_console(folders):
"""
create a batch file to start jupyter
@param folders see @see fn create_win_batches
@return operations (list of what was done)
"""
text = ['@echo off',
'set CURRENT2=%~dp0',
'call "%CURRENT2%env.bat"',
... | 23,346 |
def incidence_matrix(
H, order=None, sparse=True, index=False, weight=lambda node, edge, H: 1
):
"""
A function to generate a weighted incidence matrix from a Hypergraph object,
where the rows correspond to nodes and the columns correspond to edges.
Parameters
----------
H: Hypergraph objec... | 23,347 |
def write_linkdirs_geotiff(links, gd_obj, writepath):
"""
Creates a geotiff where links are colored according to their directionality.
Pixels in each link are interpolated between 0 and 1 such that the upstream
pixel is 0 and the downstream-most pixel is 1. In a GIS, color can then
be set to se... | 23,348 |
def test_encode_decode_get_profile():
"""Test encode decode get profile."""
msg = YotiMessage(
performative=YotiMessage.Performative.GET_PROFILE,
token=str(uuid4()),
dotted_path="a",
args=tuple(),
)
assert YotiMessage.decode(msg.encode()) == msg | 23,349 |
def compare_models(model1, model2, tmpdir):
"""Checks if weights between two models can be shared."""
clf = model1()
pipe = make_pipeline(
make_union(
HashingVectorizer(), HashingVectorizer(ngram_range=(2, 3), analyzer="char")
),
clf,
)
X = [
"i really li... | 23,350 |
def _add_parents_and_tree(commit, git_objects, git_root):
"""Add parent reference (i.e. to the parent commit) and tree reference (to
the top-level tree) to a commit object.
"""
content = cat_file(commit.sha, git_root, CatFileOption.PRETTY)
ptr_str = content.split("\n")[0].strip()
ptr_obj = git_o... | 23,351 |
def check_for_cd_frame(fem1):
"""
A cylindrical/spherical CD frame will cause problems with the
grid point force transformation
"""
if any([card_name in fem1.card_count for card_name in ['GRID', 'SPOINT', 'EPOINT', 'RINGAX']]):
icd_transform, icp_transform, xyz_cp, nid_cp_cd = fem1.get_displ... | 23,352 |
def initial_landing_distance(interest_area, fixation_sequence):
"""
Given an interest area and fixation sequence, return the initial landing
distance on that interest area. The initial landing distance is the pixel
distance between the first fixation to land in an interest area and the
left edge of ... | 23,353 |
def load_object(filename):
"""
Load saved object from file
:param filename: The file to load
:return: the loaded object
"""
with gzip.GzipFile(filename, 'rb') as f:
return pickle.load(f) | 23,354 |
def runAsStandalone():
"""Contains script execution flow when run as standalone application.
"""
#### Pre-execution internal configuation check.
#initLogger = logging.Logger(name=_toolName)
#initLogger.addHandler(logging.StreamHandler(sys.stderr))
#### Configuration fine, execute as pl... | 23,355 |
def list_events_command(client: Client, args: Dict) -> Tuple[str, Dict, Dict]:
"""Lists all events and return outputs in Demisto's format
Args:
client: Client object with request
args: Usually demisto.args()
Returns:
Outputs
"""
max_results = args.get('max_results')
eve... | 23,356 |
def update_weights(weights, expectation_g_squared, g_dict, decay_rate, learning_rate):
""" Refer: http://sebastianruder.com/optimizing-gradient-descent/index.html#rmsprop"""
epsilon = 1e-5
for layer_name in weights.keys():
g = g_dict[layer_name]
expectation_g_squared[layer_name] = decay_rate... | 23,357 |
def get_or_generate_vocab_inner(data_dir, vocab_filename, vocab_size,
generator, max_subtoken_length=None,
reserved_tokens=None):
"""Inner implementation for vocab generators.
Args:
data_dir: The base directory where data and vocab files are store... | 23,358 |
def response_map(fetch_map):
"""Create an expected FETCH response map from the given request map.
Most of the keys returned in a FETCH response are unmodified from the
request. The exceptions are BODY.PEEK and BODY partial range. A BODY.PEEK
request is answered without the .PEEK suffix. A partial range (e.g.
BODY... | 23,359 |
def test_attr(pymel, node):
"""Validate the `attr` method behavior"""
port = node.attr("foo")
assert isinstance(port, pymel.Attribute) | 23,360 |
def make_cat_wfpc2(fitsfile, outcat='default', regfile='default',
configfile='sext_astfile.config',
whtfile=None, weight_type='MAP_WEIGHT',
gain=2.5, texp='header', ncoadd=1, satur=65535.,
catformat='ldac', det_area=30, det_thresh=2.5,
... | 23,361 |
def RigidTendonMuscle_getClassName():
"""RigidTendonMuscle_getClassName() -> std::string const &"""
return _actuators.RigidTendonMuscle_getClassName() | 23,362 |
def mp_solve_choices(p, q, n, delta_x, delta_y, delta, psi): # <<<
"""Implements mp_solve_choices form metapost (mp.c)"""
uu = [None]*(len(delta)+1) # relations between adjacent angles ("matrix" entries)
ww = [None]*len(uu) # additional matrix entries for the cyclic case
vv = [None]*len(uu) # angles ("r... | 23,363 |
def Generate3DBlueNoiseTexture(Width,Height,Depth,nChannel,StandardDeviation=1.5):
"""This function generates a single 3D blue noise texture with the specified
dimensions and number of channels. It then outputs it to a sequence of Depth
output files in LDR and HDR in a well-organized tree of directori... | 23,364 |
def submit():
"""Receives the new paste and stores it in the database."""
if request.method == 'POST':
form = request.get_json(force=True)
pasteText = json.dumps(form['pasteText'])
nonce = json.dumps(form['nonce'])
burnAfterRead = json.dumps(form['burnAfterRead'])
pasteK... | 23,365 |
def select_from_dictset(
dictset: Iterator[dict],
columns: List[str] = ['*'],
condition: Callable = select_all) -> Iterator[dict]:
"""
Scan a dictset, filtering rows and selecting columns.
Basic implementation of SQL SELECT statement for a single table
Approximate SQL:
SEL... | 23,366 |
def money_recall_at_k(recommended_list, bought_list, prices_recommended, prices_bought, k=5):
""" Доля дохода по релевантным рекомендованным объектам
:param recommended_list - список id рекомендаций
:param bought_list - список id покупок
:param prices_recommended - список цен для рекомендаций
:param... | 23,367 |
def get_clustering_fips( collection_of_fips, adj = None ):
"""
Finds the *separate* clusters of counties or territorial units that are clustered together. This is used to identify possibly *different* clusters of counties that may be separate from each other. If one does not supply an adjacency :py:class:`dict`... | 23,368 |
def stop_after(space_number):
""" Decorator that determines when to stop tab-completion
Decorator that tells command specific complete function
(ex. "complete_use") when to stop tab-completion.
Decorator counts number of spaces (' ') in line in order
to determine when to stop.
ex. "use explo... | 23,369 |
def find_cut_line(img_closed_original): # 对于正反面粘连情况的处理，求取最小点作为中线
"""
根据规则，强行将粘连的区域切分
:param img_closed_original: 二值化图片
:return: 处理后的二值化图片
"""
img_closed = img_closed_original.copy()
img_closed = img_closed // 250
#print(img_closed.shape)
width_sum = img_closed.sum(axis=1) ... | 23,370 |
def _search(progtext, qs=None):
""" Perform memoized url fetch, display progtext. """
loadmsg = "Searching for '%s'" % (progtext)
wdata = pafy.call_gdata('search', qs)
def iter_songs():
wdata2 = wdata
while True:
for song in get_tracks_from_json(wdata2):
yiel... | 23,371 |
def img_to_vector(img_fn, label=0):
"""Read the first 32 characters of the first 32 rows of an image file.
@return <ndarray>: a 1x(1024+1) numpy array with data and label, while the
label is defaults to 0.
"""
img = ""
for line in open(img_fn).readlines()[:32]:
... | 23,372 |
def get_config():
"""Return a user configuration object."""
config_filename = appdirs.user_config_dir(_SCRIPT_NAME, _COMPANY) + ".ini"
config = _MyConfigParser()
config.optionxform = str
config.read(config_filename)
config.set_filename(config_filename)
return config | 23,373 |
def launch_matchcomms_server() -> MatchcommsServerThread:
"""
Launches a background process that handles match communications.
"""
host = 'localhost'
port = find_free_port() # deliberately not using a fixed port to prevent hardcoding fragility.
event_loop = asyncio.new_event_loop()
matchco... | 23,374 |
def acq_randmaxvar():
"""Initialise a RandMaxVar fixture.
Returns
-------
RandMaxVar
Acquisition method.
"""
gp, prior = _get_dependencies_acq_fn()
# Initialising the acquisition method.
method_acq = RandMaxVar(model=gp, prior=prior)
return method_acq | 23,375 |
def test_imdb_shard_id():
"""
Feature: Test IMDB Dataset.
Description: read data from all file with num_shards=4 and shard_id=1.
Expectation: the data is processed successfully.
"""
logger.info("Test Case withShardID")
# define parameters
repeat_count = 1
# apply dataset operations
... | 23,376 |
def enable_logging(logging_lvl=logging.DEBUG, save_log=False, logfile_prefix=""):
"""
Enables Color logging on multi-platforms as well as in environments like jupyter notebooks
:param logging_lvl: Given debug level for setting what messages to show. (logging.DEBUG is lowest)
:param save_log: If true a ... | 23,377 |
def from_config(func):
"""Run a function from a JSON configuration file."""
def decorator(filename):
with open(filename, 'r') as file_in:
config = json.load(file_in)
return func(**config)
return decorator | 23,378 |
def update_user(user, domain, password=None):
""" create/update user record. if password is None, the user is
removed. Password should already be SHA512-CRYPT'd """
passwdf = PASSWDFILE % {"domain": domain}
passwdb = KeyValueFile.open_file(passwdf, separator=":", lineformat=USERLINE+"\n")
passw... | 23,379 |
def puzzle_pieces(n):
"""Return a dictionary holding all 1, 3, and 7 k primes."""
kprimes = defaultdict(list)
kprimes = {key : [] for key in [7, 3, 1]}
upper = 0
for k in sorted(kprimes.keys(), reverse=True):
if k == 7:
kprimes[k].extend(count_Kprimes(k, 2, n))
if not... | 23,380 |
def periodogram_snr(periodogram,periods,index_to_evaluate,duration,per_type,
freq_window_epsilon=3.,rms_window_bin_size=100):
"""
Calculate the periodogram SNR of the best period
Assumes fixed frequency spacing for periods
periodogram - the periodogram values
periods - pe... | 23,381 |
def derivative_overview(storage_service_id, storage_location_id=None):
"""Return a summary of derivatives across AIPs with a mapping
created between the original format and the preservation copy.
"""
report = {}
aips = AIP.query.filter_by(storage_service_id=storage_service_id)
if storage_locatio... | 23,382 |
def fetch_packages(vendor_dir, packages):
"""
Fetches all packages from github.
"""
for package in packages:
tar_filename = format_tar_path(vendor_dir, package)
vendor_owner_dir = ensure_vendor_owner_dir(vendor_dir, package['owner'])
url = format_tarball_url(package)
pri... | 23,383 |
def execute_search(search_term, sort_by, **kwargs):
"""
Simple search API to query Elasticsearch
"""
# Get the Elasticsearch client
client = get_client()
# Perform the search
ons_index = get_index()
# Init SearchEngine
s = SearchEngine(using=client, index=ons_index)
# Define t... | 23,384 |
def cli(dbname, direct_store, hashdb_path, logfile, sleeptime):
"""
Trivial wrapper about main to create a command line interface entry-point.
(This preserves main for use as a regular function for use elsewhere
e.g. testing, and also provide a sensible location to initialise logging.)
"""
d... | 23,385 |
def last_char_to_aou(word):
"""Intended for abbreviations, returns "a" or "ä" based on vowel harmony
for the last char."""
assert isinstance(word, str)
ch = last_char_to_vowel(word)
if ch in "aou":
return "a"
return "ä" | 23,386 |
def times_vector(mat, vec):
"""Returns the symmetric block-concatenated matrix multiplied by a vector.
Specifically, each value in the vector is multiplied by a row of the full
matrix. That is, the vector is broadcast and multiplied element-wise. Note
this would be the transpose of full_mat * vec if full_mat r... | 23,387 |
def ensure_path(path:[str, pathlib.Path]):
"""
Check if the input path is a string or Path object, and return a path object.
:param path: String or Path object with a path to a resource.
:return: Path object instance
"""
return path if isinstance(path, pathlib.Path) else pathlib.Path(path) | 23,388 |
def create_arguments(parser):
"""Sets up the CLI and config-file options"""
client_args = parser.add_argument_group('client test arguments')
client_args.add_argument('-t', '--tenantname',
default='admin',
help='Tenant Name')
client_args.add_argu... | 23,389 |
def examine_mode(mode):
"""
Returns a numerical index corresponding to a mode
:param str mode: the subset user wishes to examine
:return: the numerical index
"""
if mode == 'test':
idx_set = 2
elif mode == 'valid':
idx_set = 1
elif mode == 'train':
idx_set = 0
... | 23,390 |
def main():
"""Validates individual trigger files within the raidboss Cactbot module.
Current validation only checks that the trigger file successfully compiles.
Returns:
An exit status code of 0 or 1 if the tests passed successfully or failed, respectively.
"""
exit_status = 0
... | 23,391 |
def create_pinata(profile_name: str) -> Pinata:
"""
Get or create a Pinata SDK instance with the given profile name.
If the profile does not exist, you will be prompted to create one,
which means you will be prompted for your API key and secret. After
that, they will be stored securely using ``keyri... | 23,392 |
def create_tfid_weighted_vec(tokens, w2v, n_dim, tfidf):
"""
Create train, test vecs using the tf-idf weighting method
Parameters
----------
tokens : np.array
data (tokenized) where each line corresponds to a document
w2v : gensim.Word2Vec
word2vec model
n_dim : in... | 23,393 |
def miniimagenet(folder, shots, ways, shuffle=True, test_shots=None,
seed=None, **kwargs):
"""Helper function to create a meta-dataset for the Mini-Imagenet dataset.
Parameters
----------
folder : string
Root directory where the dataset folder `miniimagenet` exists.
shots ... | 23,394 |
def process_account_request(request, order_id, receipt_code):
"""
Process payment via online account like PayPal, Amazon ...etc
"""
order = get_object_or_404(Order, id=order_id, receipt_code=receipt_code)
if request.method == "POST":
gateway_name = request.POST["gateway_name"]
gatewa... | 23,395 |
def add_classification_categories(json_object, classes_file):
"""
Reads the name of classes from the file *classes_file* and adds them to
the JSON object *json_object*. The function assumes that the first line
corresponds to output no. 0, i.e. we use 0-based indexing.
Modifies json_object in-place.... | 23,396 |
def create_compound_states(reference_thermodynamic_state,
top,
protocol,
region=None,
restraint=False):
"""
Return alchemically modified thermodynamic states.
Parameters
----------
reference_... | 23,397 |
def initialize_binary_MERA_random(phys_dim, chi, dtype=tf.float64):
"""
initialize a binary MERA network of bond dimension `chi`
isometries and disentanglers are initialized with random unitaries (not haar random)
Args:
phys_dim (int): Hilbert space dimension of the bottom layer
c... | 23,398 |
def tts_init():
"""
Initialize choosen TTS.
Returns: tts (TextToSpeech)
"""
if (TTS_NAME == "IBM"):
return IBM_initialization()
elif (TTS_NAME == "pytts"):
return pytts_initialization()
else:
print("ERROR - WRONG TTS") | 23,399 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.