content stringlengths 22 815k | id int64 0 4.91M |
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def acknowledge_task(task):
"""Acknowledge a given task."""
import googleapiclient.discovery
# Create a client.
client = googleapiclient.discovery.build('cloudtasks', 'v2beta2')
body = {'scheduleTime': task['scheduleTime']}
client.projects().locations().queues().tasks().acknowledge(
n... | 5,322,300 |
def remove_metrics(metrics_in, metric_collection, reduced_set=False, portraitplot=False):
"""
Removes some metrics from given list
Inputs:
------
:param metrics_in: list of string
List of metrics.
:param metric_collection: string
Name of a metric collection.
**Optional argum... | 5,322,301 |
def help_package_prompt(help_list, on_select, on_cancel=None):
"""
Given a list of loaded help indexes, prompt the user to select one of the
packages. on_select is invoked with the name of the selected package,
while on_cancel is invoked if the user cancels the selection.
"""
if not help_list:
... | 5,322,302 |
async def test_get_available_devices1(emulator: Emulator, kaleidescape: Kaleidescape):
"""Test get available devices with single device."""
device = Device(kaleidescape)
fields = await device.get_available_devices()
assert fields == [LOCAL_CPDID] | 5,322,303 |
def main (args):
"""usage: promoteParameters.py input-filename output-filename
"""
if len(args) != 3:
print(main.__doc__)
sys.exit(1)
infile = args[1]
outfile = args[2]
if not os.path.exists(infile):
print("[Error] %s : No such file." % (infile))
sys.exit(1)
reader = libsbml.SBMLReade... | 5,322,304 |
def exponential_function(X):
"""
Benchmark exponential function f(x) = exp(-3x)
"""
return np.exp(-3 * X) | 5,322,305 |
def _get_firebase_db_url():
"""Grabs the databaseURL from the Firebase config snippet. Regex looks
scary, but all it is doing is pulling the 'databaseURL' field from the
Firebase javascript snippet"""
regex = re.compile(r'\bdatabaseURL\b.*?["\']([^"\']+)')
cwd = os.path.dirname(__file__)
try:
... | 5,322,306 |
def get_user_by_name(name):
"""通过 name/oname 获取 user 对象，用于导入评论者
Comment只接受User对象
Args:
name/oname
Returns:
user<object>: 用户对象
user_type: 用户类型
"""
try: return NaturalPerson.objects.get(name=name).person_id, UTYPE_PER
except: pass
try: return Organization.objects.ge... | 5,322,307 |
def gen_html(length=10, include_tags=True):
"""Return a random string made up of html characters.
:param int length: Length for random data.
:returns: A random string made up of html characters.
:rtype: str
"""
random.seed()
html_tag = random.choice(HTML_TAGS)
if not include_tags:
... | 5,322,308 |
def format_coco(chip_dfs: Dict, patch_size: int, row_name: str):
"""
Format train and test chip geometries to COCO json format.
COCO train and val set have specific ids.
"""
chip_height, chip_width = patch_size, patch_size
cocojson = {
"info": {},
"licenses": [],
"categor... | 5,322,309 |
def robust_optimize(ydata, fitfunc, arg_dict, maxiter=10, inmask=None, invvar=None,
lower=None, upper=None, maxdev=None, maxrej=None, groupdim=None,
groupsize=None, groupbadpix=False, grow=0, sticky=True, use_mad=False,
verbose=False,
**kwa... | 5,322,310 |
def DAGcon(G, N):
"""A method to construct a Directed Acyclic graph
Parameters
----------
G : The subsumption set.
N : The number of nodes.
Returns
-------
Returns the DAG as a list.
"""
l = list()
caches = list()
l_g = sorted(G, key=lambda x: G[x], reverse = True)
... | 5,322,311 |
def authenticate_owner_password(password : 'bytes', encryption_dict : 'dict', id_array : 'list'):
"""
Authenticate the owner password.
Parameters
----------
password : bytes
The password to be authenticated as owner password.
encryption_dict : dict
The dictionary containing ... | 5,322,312 |
def next_neighbors(p, ps, k):
"""
Function to find the next neighbors for a non-periodic setup
This function gives for a value p the k points next to it which are found in
in the vector ps
Args:
p: the current point
ps (np.ndarray): the grid with the potential neighbors
k (... | 5,322,313 |
def parse_date(datestring):
"""
Return a datetime for a date string
"""
try:
dt = datetime.strptime(datestring, TIME_FORMAT_FINE)
except ValueError:
dt = datetime.strptime(datestring, TIME_FORMAT_COARSE)
return dt.replace(tzinfo=timezone.utc) | 5,322,314 |
def eigval2(k,aee,aeiaie,aii,see,sei,sii,tau=1,alpha=0):
""" smaller eigenvalue of recurrently connected network of E,I units,
analytically determined
input:
k: spatial frequency
aee: ampltidue E to E connectivity
aeiaie: product of amplitudes of E to I and I to E connectivity
aii: ampltidue I to I connectivity... | 5,322,315 |
def test_properties_facade_get_properties_under_at_sub_level():
"""
Test calling the `property_names_under` function specifying none of the top level.
"""
# Arrange
config_map = {
"upper": {
"new_top_level": {
"feature": {"enabled": True},
"other_... | 5,322,316 |
def randomize_censored_values(x,
lower_bound=None, lower_threshold=None,
upper_bound=None, upper_threshold=None,
inplace=False, inverse=False,
seed=None, lower_power=1., upper_power=1.):
"""
Randomizes values beyond threshold in x or de-randomizes such formerly
randomized val... | 5,322,317 |
def read_fits(filename, params):
"""
read in the polynomial fit fits file (saved from Extract_Orders.py)
and extract using polynomial fits
:param filename: string, location and file name of the file containing the
polynomial fits (params['poly_fits_file'] by default)
:param pa... | 5,322,318 |
def test_status() -> None:
"""Test status method."""
connect = Connect(connect_url="http://localhost:8083")
result = connect.status("influxdb-sink")
assert "RUNNING" in result | 5,322,319 |
def cli(ctx, log: bool, interactive: bool):
""" Main entry point to micone """
spinner = Spinner(text="Starting up...", spinner="dots", interactive=interactive)
spinner.start()
ctx.obj["SPINNER"] = spinner
spinner.succeed("Successfully initialized micone")
if log:
LOG.enable()
cl... | 5,322,320 |
def IntCurve_PConicTool_NbSamples(*args):
"""
:param C:
:type C: IntCurve_PConic &
:rtype: int
:param C:
:type C: IntCurve_PConic &
:param U0:
:type U0: float
:param U1:
:type U1: float
:rtype: int
"""
return _IntCurve.IntCurve_PConicTool_NbSamples(*args) | 5,322,321 |
def nearest_neighbor(graph, restarts=10, weight='weight'):
"""
Recursive Nearest-Neighbor algorithm to solve the traveling salesman problem.
These are the steps of the algorithm for each restart:
#. Start on a random node as current node;
#. Find the shortest edge connecting the current node with an unvisit... | 5,322,322 |
def update_metrics(metrics, losses, mode, src_seq, tracking_loss=None, batch_level=True):
"""
Records relevant metrics in the metrics data structure while training.
If batch_level is true, this means the loss for the current batch is
recorded in addition to the running epoch loss.
Parameters
--... | 5,322,323 |
def dmet_low_rdm(active_fock, number_active_electrons):
"""Construct the one-particle RDM from low-level calculation.
Args:
active_fock (numpy.array): Fock matrix from low-level calculation (float64).
number_active_electrons (int): Number of electrons in the entire system.
Returns:
... | 5,322,324 |
def reversed_complement(string):
"""Find the reverse complement of a DNA string.
Given: A DNA string Pattern.
Return: Pattern, the reverse complement of Pattern."""
complements = {'A': 'T',
'C': 'G',
'G': 'C',
'T': 'A'
}
return "".join([complements[string[i]] for i in... | 5,322,325 |
def create_service(scopes):
"""
Creates a Gmail service based on the credentials.json found in the current directory.
"""
creds = None
if os.path.exists("modules/token.pickle"):
with open("modules/token.pickle", "rb") as token:
creds = pickle.load(token)
if not creds or not... | 5,322,326 |
def package_positions_images(image, position_arr):
"""
获取 背包 位置图片
:param image:
:param position_arr:
:return:
"""
res = []
for position in position_arr:
x1, x2, y1, y2 = position
if image is None:
res.append(image_util.capture((x1, y1, x2, y2)))
else:... | 5,322,327 |
def save(operator, context, filepath, apply_modifiers, separator,
default_texture_flag, flip_uv, alt_color,
matrix, scale, f15_rot_space, obj=None, **kwargs):
"""
:param bpy.types.Operator operator:
:param context:
:param str filepath:
:param bool apply_modifiers:
:param str s... | 5,322,328 |
def get_checkpoint_path(train_dir, num_iters_ckpt):
""" Finds the checkpoint path that corresponds to the num_iters_ckpt.
Args:
train_dir: string: path to the directory where the checkpoints files are
saved.
num_iters_ckpt: int: number of training iterations performed when the
check... | 5,322,329 |
def CurDatalistCreate():
"""
初始化当前更新列表
"""
#todo 加个错误处理
buff_dr_result=ts.get_today_all()
cwd = os.getcwd()
txtFile = cwd + '\\data\\'+'today_all_data.csv'
buff_dr_result.to_csv(txtFile)
'''
#UNDEFINE1226
cwd = os.getcwd()
txtFile1 = cwd + '\\data\\'+'initli... | 5,322,330 |
def save_to_file(filecontent: str, filename: Path, mode: Optional[str] = 'w') -> None:
"""Saves string to file."""
with open(filename, mode) as output:
output.write(filecontent) | 5,322,331 |
def merge_masks(masks):
"""
Merge masks for each organ into one ndimage, overlapped pixels will
be override by the later class value
contours: [num_class, D, H, W]
return: merged contour of shape [D, H, W]
"""
num_class, D, H, W = masks.shape
merged_masks = np.zeros((D, H, W), dtype... | 5,322,332 |
def print_subheader(object_type):
"""
Print out a subheader for a text file.
"""
return """
#################################################################
# {0}
#################################################################
""".format(object_type) | 5,322,333 |
def downloader(download_link, destino,lista=False):
"""
Função juntando ambas possibilidades de download.
"""
if lista == False:
downloader_file(download_link, destino)
else:
downloader_lista(download_link,destino) | 5,322,334 |
def get_virtualenv_version(args, python): # type: (EnvironmentConfig, str) -> t.Optional[t.Tuple[int, ...]]
"""Get the virtualenv version for the given python intepreter, if available, otherwise return None."""
try:
cache = get_virtualenv_version.cache
except AttributeError:
cache = get_vir... | 5,322,335 |
def require_data(PWState, TheAnalyzer):
"""Defines the transition targets for each involved state.
"""
variable_db.require("path_iterator")
def __door_adr_sequences(PWState):
result = ["{\n"]
length = 0
for path_id, door_id_sequence in enumerate(PWState.door_id_sequence_lis... | 5,322,336 |
def pad_batch_data(insts,
pad_idx=0,
return_pos=False,
return_input_mask=False,
return_max_len=False,
return_num_token=False):
"""
Pad the instances to the max sequence length in batch, and generate the
correspond... | 5,322,337 |
def tuisavefile(filename):
"""
Save the Energyplus file
"""
global data
Prompt='Would you like to save this file ?'
Action = tui1.RadioButtons("Choose an action",( ("Save",1),("Save As",2),("Quit",3) ))
if Action==3:
return
if Action==1:
mylib1.writeStr2File(filename,`data`)
return
Prompt='Choose new fil... | 5,322,338 |
def test_create_affiliation_exists(session, auth_mock): # pylint:disable=unused-argument
"""Assert that an Affiliation can not be created affiliation exists."""
entity_service1 = factory_entity_service(entity_info=TestEntityInfo.entity_lear_mock)
entity_dictionary1 = entity_service1.as_dict()
business_... | 5,322,339 |
def push2d(inp, g, shape: Optional[List[int]], bound: List[Bound],
extrapolate: int = 1):
"""
inp: (B, C, iX, iY) tensor
g: (B, iX, iY, 2) tensor
shape: List{2}[int], optional
bound: List{2}[Bound] tensor
extrapolate: ExtrapolateType
returns: (B, C, *shape) tensor
"""
dim ... | 5,322,340 |
def weightfunction(obs_id, local_time, date, weight):
"""
Show plot of target weighting function with respect to tot_time.
Parameters
----------
obs_id : string
Unique observation identifier
local_time : array of strings or 'astropy.tot_time.core.Time' array
Time grid of local ... | 5,322,341 |
def _iter_folder(folder: Path, recursive: bool) -> Iterator[Path]:
"""Yield .py files and subfolders (packages) in a folder.
We do a breadth-first search so parents are imported first.
"""
folders = deque([folder])
while folders:
for path in folders.popleft().iterdir():
if path.... | 5,322,342 |
def condor_tables(sqlContext,
hdir='hdfs:///project/monitoring/archive/condor/raw/metric',
date=None, verbose=False):
"""
Parse HTCondor records
Example of HTCondor recornd on HDFS
{"data":{"AccountingGroup":"analysis.wverbeke","Badput":0.0,"CMSGroups":"[\"/cms\"]","CMSPrimaryDataTier":... | 5,322,343 |
def generate_pddl_problems(args):
"""Generate randomly sampled pick and place PDDL problems as per the specified args parameters.
"""
# PDDLGym domain parser
domain = PDDLDomainParser(args.domain, expect_action_preds=False, operators_as_actions=True)
domain_version = domain.domain_name.replace('task... | 5,322,344 |
def _contiguous_groups(
length: int,
comparator: Callable[[int, int], bool]
) -> List[Tuple[int, int]]:
"""Splits range(length) into approximate equivalence classes.
Args:
length: The length of the range to split.
comparator: Determines if two indices have approximately equal it... | 5,322,345 |
def datatype_derive(times, series):
"""
returns series converted to datatype derive
store only differeces between two subsequent values
parameters:
series <tuple> of <float>
returns:
<tuple> of <float>
"""
new_series = [0.0, ]
for index in range(1, len(series)):
new_ser... | 5,322,346 |
def ajax_delete_entry(request):
"""Asynchronously deletes an entry
This method is for RUSERs who wish to delete a single entry from
their TrackingEntries. This method is only available via ajax
and obviously requires that users be logged in.
We then create our json_data map to hold our success sta... | 5,322,347 |
def mni152_to_civet(img, civet_density='41k', method='linear'):
"""
Projects `img` in MNI152 space to CIVET surface
Parameters
----------
img : str or os.PathLike or niimg_like
Image in MNI152 space to be projected
civet_density : {'41k'}, optional
Desired output density of CIVE... | 5,322,348 |
def main(output_path=None):
"""Writes out new python build system
This is needed because CircleCI does not support build matrices
nor parameterisation of cache paths or other aspects of their
config
There's also the added bonus of validating the yaml as we go.
Additionally, we template and wr... | 5,322,349 |
def get_rotational_part(trans):
"""
Get the :math:`d×d` rotational part of a :math:`(d+1)×(d+1)` transformation matrix.
Parameters
----------
trans : array_like
The given transformation matrix.
Returns
-------
numpy.ndarray
The rotational part, with potential scaling re... | 5,322,350 |
def imitation_terminal_condition(env,
dist_fail_threshold=1.0,
rot_fail_threshold=0.5 * np.pi):
"""A terminal condition for motion imitation task.
Args:
env: An instance of MinitaurGymEnv
dist_fail_threshold: Max distance the simulated chara... | 5,322,351 |
def main():
"""
Syncs users from Google Workspace to Fresh Service(adds new, deletes old).
Adds users to their respective requester groups in FreshService
"""
# create Google service for API calls
creds = authorize()
service = build('admin', 'directory_v1', credentials=creds)
# create ... | 5,322,352 |
def polySubdivideEdge(q=1,e=1,cch=1,ch=1,dv="int",n="string",nds="int",s="linear",ws=1):
"""
http://help.autodesk.com/cloudhelp/2019/ENU/Maya-Tech-Docs/CommandsPython/polySubdivideEdge.html
-----------------------------------------
polySubdivideEdge is undoable, queryable, and editable.
Subdivides an edge into... | 5,322,353 |
def iproute2_is_vrf_capable():
"""
Checks if the iproute2 version installed on the system is capable of
handling VRFs by interpreting the output of the 'ip' utility found in PATH.
Returns True if capability can be detected, returns False otherwise.
"""
if is_linux():
try:
s... | 5,322,354 |
def cleanRepl(matchobj):
"""
Clean up a directory name so that it can be written to a
matplotlib title without encountering LaTeX escape sequences
Replace backslashes with forward slashes
replace underscores (subscript) with escaped underscores
"""
if matchobj.group(0) == r'\... | 5,322,355 |
def bitcoinAddress2bin(btcAddress):
"""convert a bitcoin address to binary data capable of being put in a CScript"""
# chop the version and checksum out of the bytes of the address
if ":" in btcAddress:
pfx, addr = btcAddress.split(":")
decoded = cashaddrutil.b32decode(addr)
if not c... | 5,322,356 |
def StartITMAgent(TargetServerIP,TargetServerUsername,TargetServerPasswd,StartCommand=r'/itm/bin/itmcmd agent start ux um'):
"""
Start ITM Agent
return:
exitCode:
0: success
1: connection error
2: command error
commandOutput: output
"""
... | 5,322,357 |
def final_plot_beam_values(surveys,zDMgrid, zvals,dmvals,pset,binset,names,logsigma,logmean,outdir):
""" For each survey, get the beamshape, and plot it vs the dots on the one plot
"""
# hard-coded best values
method=2
thresh=0
# does this for each survey
# for lat50, FE, and Parkes
... | 5,322,358 |
def remove_setuptools():
"""
Remove setuptools from the current environment.
"""
print("Removing setuptools")
cmd = [sys.executable, '-m', 'pip', 'uninstall', '-y', 'setuptools']
# set cwd to something other than '.' to avoid detecting
# '.' as the installed package.
subprocess.check_cal... | 5,322,359 |
def table_check(self, arithmetic_func, expected_result, int_type, min, max, node=None):
"""Check that arithmetic functions work using tables with Int128, UInt128, Int256, and UInt256.
"""
if node is None:
node = self.context.node
table_name = f'table_{getuid()}'
with Given(f"I have a tabl... | 5,322,360 |
def metadata(ctx,_overwrite=False):
"""
update all metadata xml files
"""
print ("Importing Categories")
category_dict={}
with open(ctx.category, 'r')as category_file:
category_csv = csv.DictReader(category_file,dialect='excel',delimiter=';')
for row in category_csv:
... | 5,322,361 |
def set_submission_error_msg(config, submission_id, error_msg):
"""
Set submission message error
Parameters
----------
config : dict
configuration
submission_id : int
id of the requested submission
error_msg : str
message error
"""
# Create database url
... | 5,322,362 |
def parse_arguments():
"""
Parse command line argument and construct the DNN
:return: a dictionary comprising the command-line arguments
"""
# define the program description
text = 'Coverage Analyzer for DNNs'
# initiate the parser
parser = argparse.ArgumentParser(description=text)
... | 5,322,363 |
def cost_matrix(gdf, dist_3d_matrix, line_bc,resolution,Rivers_option):
"""
Creates the cost matrix in €/km by finding the average weight between
two points and then multiplying by the distance and the line base cost.
:param gdf: Geodataframe being analyzed
:param dist_3d_matrix: 3D distance matrix ... | 5,322,364 |
def test_append_different_priorities_2(pq):
"""Value at first position should be 0."""
pq.insert(1, 2)
pq.insert(0, 10)
assert pq._priority[0].head.val == 0 | 5,322,365 |
def test_output_lists_equal():
"""check that the length of the first list is equal to the output of the second list"""
stats = shapiro_wilk(data)
assert len(stats[0]) == len(stats[1]) | 5,322,366 |
def home():
"""
The home page that asks for user input.
"""
return render_template('index.html') | 5,322,367 |
def info(ctx):
"""Print current edition information"""
config = get_configuration_or_quit(ctx.obj['settings_path'])
try:
metadata = EditionMetaData.from_existed_project(config.get_project_root())
except MetadataNotFound:
logger.critical("No metadata file found in project root, please act... | 5,322,368 |
def tanh(x):
"""
Computes hyperbolic tangent of x element-wise.
Parameters
----------
x : tensor
Must be one of the following types: bfloat16, half, float32, float64, complex64, complex128.
Returns
-------
A Tensor. Has the same type as x.
"""
_tanh = ms.ops.Tanh()... | 5,322,369 |
def all_directions():
"""
:return: Returns all the available directions.
"""
return dt.groups.keys() | 5,322,370 |
def determine_result(image, reference, result):
"""
Determine a test result against a reference and thresholds.
Args:
image (TestImage): The image being compressed.
reference (Record): The reference result to compare against.
result (Record): The test result.
Returns:
R... | 5,322,371 |
def save_as_qdp(arrays, errors=None, filename="out.qdp"):
"""Save arrays in a QDP file.
Saves an array of variables, and possibly their errors, to a QDP file.
Parameters
----------
arrays: [array1, array2]
List of variables. All variables must be arrays and of the same length.
errors: ... | 5,322,372 |
def str2period(x, tostring=False):
"""
Convert string into pandas.Period
ex) 99991231 -> 9999-12-31
"""
if x is not None:
ret = pd.Period(year=x // 10000, month=x // 100 % 100, day=x % 100, freq='D')
else:
ret = None
if tostring and ret is not None:
ret = str(ret)
... | 5,322,373 |
def webauthn_begin_assertion():
"""
This url is called when the authentication process begins
"""
username = request.form.get("login_username")
if not util.validate_username(username):
return make_response(jsonify({"fail": "Invalid username."}), 401)
credentials = database.get_credentia... | 5,322,374 |
def add_new_repository(user, full_name, githubprofile_service, commit_service):
"""
Register a new repository and all your commits from last month
Raises:
github.UnknownObjectException
GitHubProfile.DoesNotExists
RepositoryNotBelongToUserException
Returns: (Repository) created
... | 5,322,375 |
def register_omitted_classes(models):
"""
Register classes that don't have an own admin yet.
Example:
register_omitted_classes(some_app.models)
"""
# This can be improved for fields that are only not creatable but are updateable or viceversa.
for mdl in models.__dict__.values():
... | 5,322,376 |
def project(ctx, name, file_path, verbose):
"""
Creates a new FTL project
"""
if verbose:
click.echo(YELLOW(f'<-->\nname:{name}\nfile_path:{file_path}\n<-->'))
proj_path_root = os.path.join(file_path, name)
click.echo(f'proj_path_root:{proj_path_root}')
try:
os.makedirs(proj_... | 5,322,377 |
def case_copy(request):
"""
复制case
:param request:
:return:
"""
user_id = request.session.get('user_id', '')
if not get_user(user_id):
request.session['login_from'] = '/base/case/'
return HttpResponseRedirect('/login/')
else:
if request.method == 'GET':
... | 5,322,378 |
def get_node_config(node_dir, key):
"""
This function retrieves a setting from the indigo node configuration.
"""
return exec_node_command(node_dir, "config", "get", key) | 5,322,379 |
def get_argparser():
"""
Returns an argument parser for this script
"""
parser = ArgumentParser(description='Fit a U-Time model defined in'
' a project folder. Invoke '
'"ut init" to start a new project.')
parser.add_arg... | 5,322,380 |
def _deep_different(left, right, entry):
"""
checks that entry is identical between ZipFile instances left and
right
"""
left = chunk_zip_entry(left, entry)
right = chunk_zip_entry(right, entry)
for ldata, rdata in izip_longest(left, right):
if ldata != rdata:
return Tr... | 5,322,381 |
def _save_as_pickle(to_pickle, path):
"""Save features as pickle"""
with open(path, 'wb') as f:
pickle.dump(to_pickle, f) | 5,322,382 |
def plot_pointingtable(pt_list, plot_file, title, **kwargs):
""" Standard plot of pointing table
:param pt_list:
:param plot_file:
:param title:
:param kwargs:
:return:
"""
plt.clf()
r2a = 180.0 * 3600.0 / numpy.pi
rms_az = 0.0
rms_el = 0.0
num = 0
for pt in pt_l... | 5,322,383 |
def test_xscov_asymmetric(text_cov_lb5_asym):
"""Check that `XsCov` raises error because matrix non symmetric"""
tape = sandy.formats.endf6.Endf6.from_text(text_cov_lb5_asym)
with pytest.raises(Exception):
return sandy.XsCov.from_endf6(tape) | 5,322,384 |
def segment(img, img_bg, img0_sigma=5, img0_min_size=300, img0_min_distance=50, img0_thresh_bg=500, img0_min_size_bg=10_000, img0_dilation=5):
"""Standard DAPI / nuclear based cellular segmentation.
Args:
img (np.array): Image array with nuclear labeling.
img_bg (np.array): Image to be used for... | 5,322,385 |
def get_parsing_function(input_format: Optional[str], filename: str) -> Callable:
"""Return appropriate parser function based on input format of file.
:param input_format: File format
:param filename: Filename
:raises Exception: Unknown file format
:return: Appropriate 'read' function
"""
i... | 5,322,386 |
def process_proto_file(proto_file) -> Iterable[OutputFile]:
"""Generates code for a single .proto file."""
_, package_root = build_node_tree(proto_file)
output_filename = _proto_filename_to_generated_header(proto_file.name)
generator = RawCodeGenerator(output_filename)
codegen.generate_package(pro... | 5,322,387 |
def custom_resampler(array_like):
"""calculating heat index using monthly values of temperature."""
return np.sum(np.power(np.divide(array_like, 5.0), 1.514)) | 5,322,388 |
def make_nhwc(batch, c=3):
"""Makes a NxHxW(x1) tensor NxHxWxC, written in graph mode.
"""
# Assert 3D or 4D
n_dims = tf.rank(batch)
assert_op = tf.debugging.Assert(
tf.logical_or(tf.equal(n_dims, 3),
tf.equal(n_dims, 4)), [n_dims])
# If necessary, 3D to 4D
wit... | 5,322,389 |
def review_bkdata_data_id():
"""
检测采集项bkdata_id: 处理未同步到数据平台的data_id
"""
toggle_switch = FeatureToggleObject.switch(name=FEATURE_BKDATA_DATAID)
if not toggle_switch:
return
collector_configs = CollectorConfig.objects.filter(bkdata_data_id__isnull=True)
for collector_config in collecto... | 5,322,390 |
def word_window(sequence: str, target: str, size: int) -> Union[Tuple[List[str], List[str]], None]:
"""
Retrieves word windows of 'size' to the left and 'size' to the right.
If size == 0: Take the entire sequence as window
"""
assert size >= 0
tokens = word_tokenize(sequence.lower())
if targ... | 5,322,391 |
def get_pheonix_restaurants():
"""
Get All Phoenix restaurant.
Returns:
All Phoenix restaurants as a list of restaurant dictionaries objects.
"""
return get_restaurants("Phoenix", PHOENIX_RESTAURANTS_PATH) | 5,322,392 |
def get_p_detect_small_jurisdictions(end_date):
"""
Apply a scaling to the daily reported cases by accounting for a ~75% detection probability pre
15/12/2021 and 0.5 following that. To improve the transition, we assume that detection
probability decreases from 0.75 to 0.5 over 7 days beginning 9/12/202... | 5,322,393 |
def f(x):
"""
Compute function value.
"""
return np.sin(x) | 5,322,394 |
def _arnoldi_step(j, V_v, H_s, A, A_inv, precision):
""" Performs an iteration of the Arnoldi process:
- A new Krylov vector new_v = (A @ A_inv) @ V_v[:, j] is computed.
- new_v is orthogonalized against the columns of V_v, yielding
the orthogonalized vector orth_v along with new overlaps.
- orth_v ... | 5,322,395 |
def get_papers():
"""Get papers discussing COVID-19 treatments
Returns
-------
DataFrame
dataframe of treatment documents
"""
def count_treatments(df):
# TODO: normalize by text length?
return df["text"].str.count(RE_TOPIC)
return filter_docs_by_count(count_treatmen... | 5,322,396 |
def calculate_speed(ds):
"""Calculate speed on the central (T) grid.
First, interpolate U and V to the central grid, then square, add, and take
root.
Parameters
----------
ds : xarray dataset
A grid-aware dataset as produced by `xorca.lib.preprocess_orca`.
Returns
-------
... | 5,322,397 |
def image_preprocessing(image_path, preprocess_input, target_size):
"""
Read and preprocess an image from disk.
Args:
image_path (str): path to the image.
preprocess_input (funciton): a preprocessing function.
target_size (tuple): image target size.
Returns:
np.ndarray:... | 5,322,398 |
def publish_host_update(instance):
"""
Publish information about DC Host updates using DCHost API serializer.
"""
if settings.HERMES_HOST_UPDATE_TOPIC_NAME:
logger.info(
'Publishing host update for {}'.format(instance),
extra={
'type': 'PUBLISH_HOST_UPDATE... | 5,322,399 |
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