content stringlengths 22 815k | id int64 0 4.91M |
|---|---|
def elastic(X, kernel, padding, alpha=34.0):
# type: (Tensor, Tensor, int, float) -> Tensor
"""
X: [(N,) C, H, W]
"""
H, W = X.shape[-2:]
dx = torch.rand(X.shape[-2:], device=kernel.device) * 2 - 1
dy = torch.rand(X.shape[-2:], device=kernel.device) * 2 - 1
xgrid = torch.arange(W, devi... | 5,349,600 |
def fixture_make_bucket(request):
"""
Return a factory function that can be used to make a bucket for testing.
:param request: The Pytest request object that contains configuration data.
:return: The factory function to make a test bucket.
"""
def _make_bucket(s3_stub, wrapper, bucket_name, reg... | 5,349,601 |
def prop_nodes(graph,
nodes_generator,
message_func='default',
reduce_func='default',
apply_node_func='default'):
"""Functional method for :func:`dgl.DGLGraph.prop_nodes`.
Parameters
----------
node_generators : generator
The generator... | 5,349,602 |
def main():
"""Start main loop."""
logger.info("Starting main loop")
starttime = time.time()
i = 1
dispatch_task("trigger_on_startup")
dispatch_task("create_default_settings")
while IS_RUNNING:
# execute_next_task()
interval_trigger.tick()
# Sleep for exactly one s... | 5,349,603 |
def get_member_struc(*args):
"""
get_member_struc(fullname) -> struc_t
Get containing structure of member by its full name "struct.field".
@param fullname (C++: const char *)
"""
return _ida_struct.get_member_struc(*args) | 5,349,604 |
def pop():
"""Check the first task in redis(which is the task with the smallest score)
if the score(timestamp) is smaller or equal to current timestamp, the task
should be take out and done.
:return: True if task is take out, and False if it is not the time.
"""
task = connection.zrange(QUEUE_K... | 5,349,605 |
def xml_to_dictform(node):
""" Converts a minidom node to "dict" form. See parse_xml_to_dictform. """
if node.nodeType != node.ELEMENT_NODE:
raise Exception("Expected element node")
result = (node.nodeName, {}, []) # name, attrs, items
if node.attributes != None:
attrs = node.attribut... | 5,349,606 |
def test_22(): # check pad_idseqs
""" OhOh this fails
seqs_token = [[
"Der", "Helmut", "Kohl", "speist", "Schweinshaxe", "mit",
"Kohl", "in", "Berlin", "."]]
"""
targets = [[
"[PAD]", "[UNK]", "PER", "PER", "[UNK]",
"[UNK]", "[UNK]", "[UNK]", "[UNK]", "LOC", "[UNK]"]]
... | 5,349,607 |
def TranslateCoord(data, res, mode):
"""
Translates position of point to unified coordinate system
Max value in each direction is 1.0 and the min is 0.0
:param data: (tuple(float, float)) Position to be translated
:param res: (tuple(float, float)) Target resolution
:param mode: (TranslationMode) Work mode. Availa... | 5,349,608 |
def _get_mutator_plugins_bucket_url():
"""Returns the url of the mutator plugin's cloud storage bucket."""
mutator_plugins_bucket = environment.get_value('MUTATOR_PLUGINS_BUCKET')
if not mutator_plugins_bucket:
logs.log_warn('MUTATOR_PLUGINS_BUCKET is not set in project config, '
'skipping c... | 5,349,609 |
def objectify_json_lines(path_buf_stream,
from_string=False,
fatal_errors=True,
encoding=_DEFAULT_ENCODING,
ensure_ascii=False,
encode_html_chars=False,
avoid_memory_pres... | 5,349,610 |
def gll_int(f, a, b):
"""Integrate f from a to b using its values at gll points."""
n = f.size
x, w = gll(n)
return 0.5*(b-a)*np.sum(f*w) | 5,349,611 |
def error404(request, exception):
"""View for 404 page."""
responses = open(os.path.join(BASE_DIR, 'CollaboDev/404_responses.txt'))
responses = responses.read().split('\n')
message = random.choice(responses)
context = {
'message': message,
'error': exception
}
re... | 5,349,612 |
def save_xp(
path: Union[str, Path],
consoles: Iterable[Console],
compress_level: int = 9,
) -> None:
"""Save tcod Consoles to a REXPaint file.
`path` is where to save the file.
`consoles` are the :any:`tcod.console.Console` objects to be saved.
`compress_level` is the zlib compression le... | 5,349,613 |
def _get_remote_user():
"""
Get the remote username.
Returns
-------
str: the username.
"""
return input('\nRemote User Name: ') | 5,349,614 |
def parse_args():
"""Parse the args."""
parser = argparse.ArgumentParser(
description='example code to play with InfluxDB')
parser.add_argument('--host', type=str, required=False,
default='localhost',
help='hostname influxdb http API')
parser.add_a... | 5,349,615 |
def main(args):
"""
Process the file created by the IDE into a log of builds,
which it will put in the folder 'data'.
By default it will look for the idea.log file in the default places for Android Studio versions 4.2 and 4.1.
Pass an argument to look in a different place instead
"""
if args... | 5,349,616 |
def generate_warm_starts(vehicle,
world: TrafficWorld,
x0: np.array,
other_veh_info,
params: dict,
u_mpc_previous=None,
u_ibr_previous=None):
""" Generate a dictionar... | 5,349,617 |
def test_setOwner_no_short_name_and_long_name_is_short(caplog):
"""Test setOwner"""
anode = Node('foo', 'bar', noProto=True)
with caplog.at_level(logging.DEBUG):
anode.setOwner(long_name ='Tnt')
assert re.search(r'p.set_owner.long_name:Tnt:', caplog.text, re.MULTILINE)
assert re.search(r'p.s... | 5,349,618 |
def setup_logging(verbosity: int) -> None:
"""
Process -v/--verbose, --logfile options
"""
# Log level
logging.root.addHandler(bufferHandler)
logging.root.setLevel(logging.INFO if verbosity < 1 else logging.DEBUG)
_set_loggers(verbosity)
logger.info('Verbosity set to %s', verbosity) | 5,349,619 |
def nf_regnet_b4(pretrained=False, **kwargs):
""" Normalization-Free RegNet-B4
`Characterizing signal propagation to close the performance gap in unnormalized ResNets`
- https://arxiv.org/abs/2101.08692
"""
return _create_normfreenet('nf_regnet_b4', pretrained=pretrained, **kwargs) | 5,349,620 |
def test_process_mutation_workflow():
"""Integration test to make sure workflow runs"""
validfiles = pd.DataFrame(
{
"fileType": ['vcf', 'maf'],
"path": ["path/to/vcf", "path/to/maf"]
}
)
database_mapping = pd.DataFrame(
{
"Database": ['vcf2maf... | 5,349,621 |
async def amireallyalive(alive):
""" For .alive command, check if the bot is running. """
await alive.edit("**Apun Zinda He Sarr. \nJarvis is in your service ^.^** \n`🇮🇳BOT Status : ` **☣Hot**\n\n"
f"`My peru owner`: {DEFAULTUSER}\n\n"
"`Telethon version:` **6.0.9**\... | 5,349,622 |
def load_data_binary_labels(path: str) -> Tuple[pd.DataFrame, pd.DataFrame]:
"""Loads data from CSV file and returns features (X) and
only binary labels meaning (any kind of) toxic or not"""
df = pd.read_csv(path)
X = df.comment_text.to_frame()
y = df[config.LIST_CLASSES].max(axis=1).to_frame(name=... | 5,349,623 |
def parse(html_url):
"""Parse."""
html = www.read(html_url)
soup = BeautifulSoup(html, 'html.parser')
data = {'paragraphs': []}
content = soup.find('div', class_=CLASS_NAME_CONTENT)
for child in content.find_all():
text = _clean(child.text)
if child.name == 'h3':
d... | 5,349,624 |
def get_tp_algorithm(name: str) -> GenericTopologyProgramming:
""" returns the requested topology programming instance """
name = name.lower()
if name == "uniform_tp":
return UniformTP()
if name == "joint_tp":
return JointTP()
if name == "ssp_oblivious_tp":
return SSPObliviou... | 5,349,625 |
def get_first_job_queue_with_capacity():
"""Returns the first job queue that has capacity for more jobs.
If there are no job queues with capacity, returns None.
"""
job_queue_depths = get_job_queue_depths()["all_jobs"]
for job_queue in settings.AWS_BATCH_QUEUE_WORKERS_NAMES:
if job_queue_de... | 5,349,626 |
def rotations(images, n_rot, ccw_limit, cw_limit):
"""
Rotates every image in the list "images" n_rot times, between 0 and cw_limit
(clockwise limit) n_rot times and between 0 and ccw_limit (counterclockwise
limit) n_rot times more. The limits are there to make sense of the data
augmentation. E.g: Rotating an... | 5,349,627 |
def num_range(num):
"""
Use in template language to loop through numberic range
"""
return range(num) | 5,349,628 |
def datamodel_flights_column_names():
"""
Get FLIGHTS_CSV_SCHEMA column names (keys)
:return: list
"""
return list(FLIGHTS_CSV_SCHEMA.keys()) | 5,349,629 |
def create_tomography_circuits(circuit, qreg, creg, tomoset):
"""
Add tomography measurement circuits to a QuantumProgram.
The quantum program must contain a circuit 'name', which is treated as a
state preparation circuit for state tomography, or as teh circuit being
measured for process tomography... | 5,349,630 |
def _insert(filepath, line_start, lines):
"""Insert the lines to the specified position.
"""
flines = []
with open(filepath) as f:
for i, fline in enumerate(f):
if i == line_start:
# detect the indent of the last not empty line
space = ''
... | 5,349,631 |
def filter_background(bbox, bg_data):
"""
Takes bounding box and background geojson file assumed to be the US states, and outputs a geojson-like dictionary
containing only those features with at least one point within the bounding box, or any state that completely
contains the bounding box.
This te... | 5,349,632 |
def rename_columns(table, mapper):
""" Renames the table headings to conform with the ketos naming convention.
Args:
table: pandas DataFrame
Annotation table.
mapper: dict
Dictionary mapping the headings of the input table to the
stan... | 5,349,633 |
def randrange(start, stop, step: Optional[Any]) -> int:
"""
The first form returns a random integer from the range [0, *stop*).
The second form returns a random integer from the range [*start*, *stop*).
The third form returns a random integer from the range [*start*, *stop*) in
steps of *step*. For... | 5,349,634 |
def get_round(year, match):
"""Get event number by year and (partial) event name
A fuzzy match is performed to find the most likely event for the provided name.
Args:
year (int): Year of the event
match (string): Name of the race or gp (e.g. 'Bahrain')
Returns:
The round numbe... | 5,349,635 |
def parse_tuple(s: Union[str, tuple]) -> tuple:
"""Helper for load_detections_csv, to parse string column into column of Tuples."""
if isinstance(s, str):
result = s.replace("(", "[").replace(")", "]")
result = result.replace("'", '"').strip()
result = result.replace(",]", "]")
i... | 5,349,636 |
def clean(tweet):
"""
clean tweet text by removing links, special characters
using simple regex statements
Parameters
----------
tweet : String
Single Twitter message
Returns
-------
tokenized_tweet : List
List of cleaned tokens derived from the input Twitter message
"""
... | 5,349,637 |
def predict(x, u):
"""
:param x: Particle state (x,y,theta) [size 3 array]
:param u: Robot inputs (u1,u2) [size 2 array]
:return: Particle's updated state sampled from the motion model
"""
x = x + motionModel(x, u) + np.random.multivariate_normal(np.zeros(3), Q)
return x | 5,349,638 |
def plot_multiple(datasets, method='scatter', pen=True, labels=None, **kwargs):
"""
Plot a series of 1D datasets as a scatter plot
with optional lines between markers.
Parameters
----------
datasets : a list of ndatasets
method : str among [scatter, pen]
pen : bool, optional, default: T... | 5,349,639 |
def _scale_enum(anchor, scales):
""" 列举关于一个anchor的三种尺度 128*128,256*256,512*512
Enumerate a set of anchors for each scale wrt an anchor.
"""
w, h, x_ctr, y_ctr = _whctrs(anchor) #返回宽高和中心坐标，w:16,h:16,x_ctr:7.5,y_ctr:7.5
ws = w * scales #[128 256 512]
hs = h * scales #[128 256 512]
anchor... | 5,349,640 |
def metamodel_from_file(file_name, **kwargs):
"""
Creates new metamodel from the given file.
Args:
file_name(str): The name of the file with textX language description.
other params: See metamodel_from_str.
"""
with codecs.open(file_name, 'r', 'utf-8') as f:
lang_desc = f.re... | 5,349,641 |
def _python(data):
"""Generate python in current directory
Args:
data (dict): simulation
Returns:
py.path.Local: file to append
"""
import sirepo.template
import copy
template = sirepo.template.import_module(data)
res = pkio.py_path('run.py')
res.write(template.pyt... | 5,349,642 |
def load_hosts_conf(path='/etc/hosts'):
"""parse hosts file"""
hosts = {}
try:
with open(path, 'r') as f:
for line in f.readlines():
parts = line.strip().split()
if len(parts) < 2:
continue
addr = ip_address(parts[0])
... | 5,349,643 |
def get_first_env(*args):
"""
Return the first env var encountered from list
PLEASE NOTE: Always prefer using get_env, this helper is for app
transitioning to a new config structure.
Example:
get_first_env('DB_NAME', 'DATABASE_NAME')
"""
for name in args:
if name in os.envi... | 5,349,644 |
def pick(df, isnotnull=None, **kwargs):
"""Function to pick row indices from DataFrame.
Copied from kkpandas
This method provides a nicer interface to choose rows from a DataFrame
that satisfy specified constraints on the columns.
isnotnull : column name, or list of column names, that... | 5,349,645 |
def _waveform_distortion(waveform, distortion_methods_conf):
""" Apply distortion on waveform
This distortion will not change the length of the waveform.
Args:
waveform: numpy float tensor, (length,)
distortion_methods_conf: a list of config for ditortion method.
a method will ... | 5,349,646 |
def raw(files = 'english-kjv'):
"""
@param files: One or more treebank files to be processed
@type files: L{string} or L{tuple(string)}
@rtype: iterator over L{tree}
"""
# Just one file to process? If so convert to a tuple so we can iterate
if type(files) is str: files = (files,)
... | 5,349,647 |
def grouper(n, iterable):
""" Browse an iterator by chunk of n elements """
it = iter(iterable)
while True:
chunk = tuple(itertools.islice(it, n))
if not chunk:
return
yield chunk | 5,349,648 |
def plot_with_lambdas(linewidth=2.0,image_extension='svg'):
""" Function to plot F with lambduhs for various snapshots.
Parameters
----------
linewidth : float, optional
The font size of the lines in the plot. This is set to 2.0 by default.
image_extension : string, optional
Speci... | 5,349,649 |
def _pad_returns(returns):
"""
Pads a returns Series or DataFrame with business days, in case the
existing Date index is sparse (as with PNL csvs). Sparse indexes if not
padded will affect the Sharpe ratio because the 0 return days will not be
included in the mean and std.
"""
bdays = pd.dat... | 5,349,650 |
def add_header(r):
"""
Add headers to both force latest IE rendering engine or Chrome Frame,
and also to cache the rendered page for 10 minutes.
"""
r.headers["Cache-Control"] = "no-cache, no-store, must-revalidate"
r.headers["Pragma"] = "no-cache"
r.headers["Expires"] = "0"
r.headers['Cache-Control'] = 'public... | 5,349,651 |
def man_page():
"""Print manual page-like help"""
print("""
USAGE
image_purge.py [OPTIONS]
OPTIONS
-d, --dry-run
Report but don't delete any images.
-h, --help
Print a brief help.
--man
Print man page-like help.
-v, --verbose
Print information messages to... | 5,349,652 |
def rename_photos(old_name, folder_path, taken_date, file_extension):
"""Function reaname photo files names to their dates"""
new_name = folder_path + "/" + taken_date + "." + file_extension
os.rename(old_name, new_name) | 5,349,653 |
def pair_sorter(aln):
"""Get the alignment name and attributes for sorting."""
return (
aln.name,
not aln.first_in_pair,
aln.unmapped,
aln.supplementary_alignment,
aln.secondary_alignment) | 5,349,654 |
def _read_input_from(input_from):
""" Reads the labels from the input from. """
inputs = []
for input_from_line in input_from.splitlines():
# Skip if line is empty.
if input_from_line.strip() == '':
continue
# Load file content
print(f"::debug::Loading labels fr... | 5,349,655 |
def project_to2d(
pts: np.ndarray, K: np.ndarray, R: np.ndarray, t: np.ndarray
) -> np.ndarray:
"""Project 3d points to 2d.
Projects a set of 3-D points, pts, into 2-D using the camera intrinsic
matrix (K), and the extrinsic rotation matric (R), and extrinsic
translation vector (t). Note that this ... | 5,349,656 |
def abort_cannot_update(_id, _type):
"""Abort the request if the entity cannot be updated."""
abort(400,
message="Cannot update {} {}. Please try again.".format(_type, _id)) | 5,349,657 |
def enditall():
"""Terminate program"""
sys.exit(0) | 5,349,658 |
def uncontract_general(basis, use_copy=True):
"""
Removes the general contractions from a basis set
The input basis set is not modified. The returned basis
may have functions with coefficients of zero and may have duplicate
shells.
If use_copy is True, the input basis set is not modified.
... | 5,349,659 |
def read_sd15ch1_images(root_dir,
image_relative_path_seq,
resize=None,
color=False):
"""
WARNING
-------
- All images must have the same shape (this is the case for the frames, and all models but the
ones of the "01-origina... | 5,349,660 |
def generate_features(plz_ags,
boundary_type,
int_buildings_path,
pri_buildings_path):
"""
Scan all available PLZ/AGS in the region.
Populate PLZ/AGS building objects with data from region OSM dump (Geofabrik)
Args:
plz_ags: list... | 5,349,661 |
def is_private_bool(script_dict):
""" Returns is_private boolean value from user dictionary object """
return script_dict['entry_data']['ProfilePage'][0]['graphql']['user']['is_private'] | 5,349,662 |
def manage_greylist(request):
"""
View for managing greylist.
"""
message = None
if request.method == 'POST':
form = GreylistForm(request.POST)
if form.is_valid():
# Set details to empty string if blank
new_greylisted_guest = form.save(commit=False)
... | 5,349,663 |
def get_regions():
"""Summary
Returns:
TYPE: Description
"""
client = boto3.client('ec2')
region_response = client.describe_regions()
regions = [region['RegionName'] for region in region_response['Regions']]
return regions | 5,349,664 |
def _is_ignored_read_event(request):
"""Return True if this read event was generated by an automated process, as
indicated by the user configurable LOG_IGNORE* settings.
See settings_site.py for description and rationale for the settings.
"""
if (
django.conf.settings.LOG_IGNORE_TRUSTED_SU... | 5,349,665 |
def test_compiler_bootstrap_from_binary_mirror(
install_mockery_mutable_config, mock_packages, mock_fetch,
mock_archive, mutable_config, monkeypatch, tmpdir):
"""
Make sure installing compiler from buildcache registers compiler
"""
# Create a temp mirror directory for buildcache usage
... | 5,349,666 |
def aten_embedding(mapper, graph, node):
""" 构造embedding的PaddleLayer。
TorchScript示例:
%inputs_embeds.1 : Tensor = aten::embedding(%57, %input_ids.1, %45, %46, %46)
参数含义:
%inputs_embeds.1 (Tensor): 输出，embedding后的结果。
%57 (Tensor): weights。
%input_ids.1 (Tensor): 需要进行embeddi... | 5,349,667 |
def build_drivers(compilation_commands, linker_commands, kernel_src_dir,
target_arch, clang_path, llvm_link_path, llvm_bit_code_out, is_clang_build):
"""
The main method that performs the building and linking of the driver files.
:param compilation_commands: Parsed compilation commands... | 5,349,668 |
def _validate_opts(opts):
"""
Check that all of the types of values passed into the config are
of the right types
"""
def format_multi_opt(valid_type):
try:
num_types = len(valid_type)
except TypeError:
# Bare type name won't have a length, return the name of... | 5,349,669 |
async def from_string(input, output_path=None, options=None):
"""
Convert given string or strings to PDF document
:param input: string with a desired text. Could be a raw text or a html file
:param output_path: (optional) path to output PDF file. If not provided,
PDF will be returned as string
... | 5,349,670 |
def parse_tuple(tuple_string):
"""
strip any whitespace then outter characters.
"""
return tuple_string.strip().strip("\"[]") | 5,349,671 |
def create_size():
"""Create a new size."""
in_out_schema = SizeSchema()
try:
new_size = in_out_schema.load(request.json)
except ValidationError as err:
abort(400, {'message': err.messages})
try:
db.session.add(new_size)
db.session.commit()
except IntegrityError... | 5,349,672 |
def inject_snakefmt_config(
ctx: click.Context, param: click.Parameter, config_file: Optional[str] = None
) -> Optional[str]:
"""
If no config file argument provided, parses "pyproject.toml" if one exists.
Injects any parsed configuration into the relevant parameters to the click `ctx`.
"""
if c... | 5,349,673 |
def test_screen_methods_exist():
""" Test that a couple of methods exist, but don't do anything. """
t = MockTurtle()
t.screen.tracer()
t.screen.update() | 5,349,674 |
def sort_by_ctime(paths):
"""Sorts list of file paths by ctime in ascending order.
Arg:
paths: iterable of filepaths.
Returns:
list: filepaths sorted by ctime or empty list if ctime is unavailable.
"""
ctimes = list(map(safe_ctime, paths))
if not all(ctimes) or len(set(ctimes)... | 5,349,675 |
def show(root=None, debug=False, parent=None):
"""Display Scene Inventory GUI
Arguments:
debug (bool, optional): Run in debug-mode,
defaults to False
parent (QtCore.QObject, optional): When provided parent the interface
to this QObject.
"""
try:
module.... | 5,349,676 |
def get_ospf_metric(device,
destination_address):
"""Get OSPF metric
Args:
device (obj): Device object
destination_address (str): Destination address
"""
out = device.parse('show route')
# Example dictionary
# "route-table": [
# {
# ... | 5,349,677 |
def telegram_tcp_blocking_all(ooni_exe, outfile):
""" Test case where all POPs are TCP/IP blocked """
start_test("telegram_tcp_blocking_all")
args = args_for_blocking_all_pop_ips()
tk = execute_jafar_and_return_validated_test_keys(ooni_exe, outfile, args)
assert tk["telegram_tcp_blocking"] == True
... | 5,349,678 |
def get_episode_url():
"""エピソードの配信URLを追加
Returns:
[type]: [description]
"""
# フォームの値を取得
episode_num = "#"+request.form['episode_num'][0]
print(episode_num)
# 配信先一覧を取得
podcasts = Podcast.query.all()
broadcasts = Broadcast.query.all()
# 配信先 url
broadcast_urls = {... | 5,349,679 |
def autofs():
"""Fixture data from /proc/mounts."""
data = "flux-support -rw,tcp,hard,intr,noacl,nosuid,vers=3,retrans=5 flux-support.locker.arc-ts.umich.edu:/gpfs/locker0/ces/g/nfs/f/flux-support\numms-remills -rw,tcp,hard,intr,noacl,nosuid,vers=3,retrans=5 umms-remills.... | 5,349,680 |
def flag_dims(flags):
"""Return flag names, dims, and initials for flags.
Only flag value that correspond to searchable dimensions are
returned. Scalars and non-function string values are not included
in the result.
"""
dims = {}
initials = {}
for name, val in flags.items():
try... | 5,349,681 |
def where(cmd, path=None):
"""
A function to wrap shutil.which for universal usage
"""
raw_result = shutil.which(cmd, os.X_OK, path)
if raw_result:
return os.path.abspath(raw_result)
else:
raise ValueError("Could not find '{}' in the path".format(cmd)) | 5,349,682 |
def to_stack(df, col, by, transform=None, get_cats=False):
""" Convert columns of a dataframe to a list of lists by 'by'
Args:
df:
col:
by:
transform:
Returns:
"""
g = df.groupby(by)
transform = _notransform if transform is None else transform
x_data = []
... | 5,349,683 |
def dump_vfunc(path, vfunc_list, encoding="UTF-8"):
"""Dump vertical functions in Paradigm Echos VFUNC format to a file.
Each passed VFUNC is a tuple with 4 elements: `inline`, `crossline`, `x` and `y`, where `x` and `y` are 1d
`np.ndarray`s with the same length. For each VFUNC a block with the following s... | 5,349,684 |
def detect_entry_signals(context):
"""
Place limit orders on 20 or 55 day breakout.
"""
for market in context.prices.items:
context.price = context.prices[market].close[-1]
if context.price > context.twenty_day_high[market]\
or context.price > context.fifty_five_day_high... | 5,349,685 |
def makeSDEnum(name, val): # real signature unknown; restored from __doc__
"""
makeSDEnum(name, val)
Make a structured object out of an enumeration value
"""
pass | 5,349,686 |
def entries_repr(entries: List[Metadata]) -> str:
"""
Generates a nicely formatted string repr from a list of Dropbox metadata.
:param entries: List of Dropbox metadata.
:returns: String representation of the list.
"""
str_reps = [
f"<{e.__class__.__name__}(path_display={e.path_display}... | 5,349,687 |
def frequency_encode(dftrain, dftest, columnlist, output_type="include"):
"""
Frequency encode columns in columnlist.
Parameters:
dftrain: [DataFrame] train set
dftest: [DataFrame] test set
columnlist: [list] columns to encode.
output_type: [str], default="include" will ... | 5,349,688 |
def get_ranked_results(completed_rounds):
"""
For the rounds given in completed_rounds, calculate the total score for each team.
Then all teams are sorted on total score and are given a ranking to allow for ex aequo scores.
"""
results = []
for team in QTeam.objects.all():
teamtotal = 0
... | 5,349,689 |
def setup_logging(loglevel):
"""Set up basic logging.
Args:
loglevel (int): minimum loglevel for emitting messages
"""
logformat = "[%(asctime)s] %(levelname)s:%(message)s"
logging.basicConfig(
level=loglevel, stream=sys.stdout, format=logformat, datefmt="%Y-%m-%d %H:%M:%S"
) | 5,349,690 |
def get_subgraphs():
"""
Returns a list of lists. Each list is a subgraph (represented as a list of dictionaries).
:return: A list of lists of dictionaries.
"""
subgraph_list = [c.get("color") for c in classes if c.get("color") is not None]
subgraphs = []
# Add to subgraphs all the lists of... | 5,349,691 |
def score(self, features):
""" return score from ML models"""
assert len(self._models) > 0, 'No valid prediction model'
scores = list()
for feature in features:
# when feature list extraction fails
if not feature:
scores.append(-float('inf'))
continue
item... | 5,349,692 |
def fromRGB(rgb):
"""Convert tuple or list to red, green and blue values that can be accessed as follows:
a = fromRGB((255, 255, 255))
a["red"]
a["green"]
a["blue"]
"""
return {"red":rgb[0], "green":rgb[1], "blue":rgb[2]} | 5,349,693 |
def computeTelescopeTransmission(pars, offAxis):
"""
Compute tel. transmission (0 < T < 1) for a given set of parameters
as defined by the MC model and for a given off-axis angle.
Parameters
----------
pars: list of float
Parameters of the telescope transmission. Len(pars) should be 4.
... | 5,349,694 |
def mean_iou(
results,
gt_seg_maps,
num_classes,
ignore_index,
nan_to_num=None,
label_map=dict(),
reduce_zero_label=False,
):
"""Calculate Mean Intersection and Union (mIoU)
Args:
results (list[ndarray]): List of prediction segmentation maps.
gt_seg_maps (list[ndarra... | 5,349,695 |
def as_date_or_none(date_str):
"""
Casts a date string as a datetime.date, or None if it is blank.
>>> as_date_or_none('2020-11-04')
datetime.date(2020, 11, 4)
>>> as_date_or_none('')
None
>>> as_date_or_none(None)
None
"""
if not date_str:
return None
return dateut... | 5,349,696 |
def guarantee_trailing_slash(directory_name: str) -> str:
"""Adds a trailling slash when missing
Params:
:directory_name: str, required
A directory name to add trailling slash if missing
Returns:
A post processed directory name with trailling slash
"""
if not directory_... | 5,349,697 |
def bc32encode(data: bytes) -> str:
"""
bc32 encoding
see https://github.com/BlockchainCommons/Research/blob/master/papers/bcr-2020-004-bc32.md
"""
dd = convertbits(data, 8, 5)
polymod = bech32_polymod([0] + dd + [0, 0, 0, 0, 0, 0]) ^ 0x3FFFFFFF
chk = [(polymod >> 5 * (5 - i)) & 31 for i in ... | 5,349,698 |
def read_all_reviews(current_user):
"""Reads all Reviews"""
reviews = Review.query.all()
if reviews:
return jsonify({'Reviews': [
{
'id': review.id,
'title': review.title,
'desc': review.desc,
'reviewer': review.reviewer.use... | 5,349,699 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.