content stringlengths 22 815k | id int64 0 4.91M |
|---|---|
def content_loss_func(sess, model):
"""Content loss function defined in the paper."""
def _content_loss(p, x):
# N is the number of filters at layer 1
N = p.shape[3]
# M is the height * width of the feature map at layer 1
M = p.shape[1] * p.shape[2]
return (1 / (4 * N * ... | 29,900 |
def Extract_from_DF_kmeans(dfdir,num,mode=True):
"""
PlaneDFを読み込んで、client_IP毎に該当index番号の羅列をそれぞれのtxtに書き出す
modeがFalseのときはシーケンスが既にあっても上書き作成
"""
flag = exists("Database/KMeans/km_full_"+dfdir+"_database_name")#namelistが存在するかどうか
if(flag and mode):return
plane_df = joblib.load("./... | 29,901 |
def get_workspace(workspace_id: Optional[str] = None,
opts: Optional[pulumi.InvokeOptions] = None) -> AwaitableGetWorkspaceResult:
"""
Resource schema for AWS::IoTTwinMaker::Workspace
:param str workspace_id: The ID of the workspace.
"""
__args__ = dict()
__args__['workspaceI... | 29,902 |
def find_open_port():
"""
Use socket's built in ability to find an open port.
"""
sock = socket.socket()
sock.bind(('', 0))
host, port = sock.getsockname()
return port | 29,903 |
def split_list_round_robin(data: tp.Iterable, chunks_num: int) -> tp.List[list]:
"""Divide iterable into `chunks_num` lists"""
result = [[] for _ in range(chunks_num)]
chunk_indexes = itertools.cycle(i for i in range(chunks_num))
for item in data:
i = next(chunk_indexes)
result[i].appen... | 29,904 |
def calc_Q_loss_FH_d_t(Q_T_H_FH_d_t, r_up):
"""温水床暖房の放熱損失
Args:
Q_T_H_FH_d_t(ndarray): 温水暖房の処理暖房負荷 [MJ/h]
r_up(ndarray): 当該住戸の温水床暖房の上面放熱率 [-]
Returns:
ndarray: 温水床暖房の放熱損失
"""
return hwfloor.get_Q_loss_rad(Q_T_H_rad=Q_T_H_FH_d_t, r_up=r_up) | 29,905 |
async def async_unload_entry(hass: HomeAssistant, entry: ConfigEntry) -> bool:
"""Unload a config entry."""
_LOGGER.debug("__init__ async_unload_entry")
unload_ok = all(
await asyncio.gather(
*(
hass.config_entries.async_forward_entry_unload(entry, component)
... | 29,906 |
def main(hgt_results_fp,
genbank_fp,
method,
ncbi_nr,
darkhorse_low_lpi,
darkhorse_high_lpi,
darkhorse_output_fp=None):
""" Parsing functions for various HGT detection tool outputs.
"""
output = parse_output(hgt_results_fp=hgt_results_fp,
... | 29,907 |
def t06_ManyGetPuts(C, pks, crypto, server):
"""Many clients upload many files and their contents are checked."""
clients = [C("c" + str(n)) for n in range(10)]
kvs = [{} for _ in range(10)]
for _ in range(200):
i = random.randint(0, 9)
uuid1 = "%08x" % random.randint(0, 100)
... | 29,908 |
def multi_lightness_function_plot(functions=None, **kwargs):
"""
Plots given *Lightness* functions.
Parameters
----------
functions : array_like, optional
*Lightness* functions to plot.
\*\*kwargs : \*\*
Keywords arguments.
Returns
-------
bool
Definition su... | 29,909 |
def delete_notification(request):
"""
Creates a Notification model based on uer input.
"""
print request.POST
# Notification's PK
Notification.objects.get(pk=int(request.POST["pk"])).delete()
return JsonResponse({}) | 29,910 |
def parse_query_value(query_str):
""" Return value for the query string """
try:
query_str = str(query_str).strip('"\' ')
if query_str == 'now':
d = Delorean(timezone=tz)
elif query_str.startswith('y'):
d = Delorean(Delorean(timezone=tz).midnight)
d -=... | 29,911 |
def build_model():
"""
Build the model
:return: the model
"""
model = keras.Sequential([
layers.Dense(64, activation='relu', input_shape=[len(train_dataset.keys())]),
layers.Dense(64, activation='relu'),
layers.Dense(1)
])
optimizer = tf.keras.optimizers.RMSprop(0.00... | 29,912 |
def detect(stream):
"""Returns True if given stream is a readable excel file."""
try:
opendocument.load(BytesIO(stream))
return True
except:
pass | 29,913 |
def test_invalid_json():
"""Test Invalid response Exception"""
loop = asyncio.get_event_loop()
with aioresponses() as m:
m.post('https://api.idex.market/returnTicker', body='<head></html>')
async def _run_test():
client = await AsyncClient.create(api_key)
with pytes... | 29,914 |
def create_region_file(filename, reg_file):
"""."""
# Read the OSM file
osm_data = np.loadtxt(filename)
coords = osm_data[:, 0:2]
if (os.path.exists(reg_file)):
os.remove(reg_file)
file = open(reg_file, 'w')
file.write('global color=green dashlist=8 3 width=1 '
'fon... | 29,915 |
def new_default_channel():
"""Create new gRPC channel from settings."""
channel_url = urlparse(format_url(settings.SERVICE_BIND))
return Channel(host=channel_url.hostname, port=channel_url.port) | 29,916 |
def iou(bbox1, bbox2):
"""
Calculates the intersection-over-union of two bounding boxes.
Args:
bbox1 (numpy.array, list of floats): bounding box in format x1,y1,x2,y2.
bbox2 (numpy.array, list of floats): bounding box in format x1,y1,x2,y2.
Returns:
int: intersection-over-onion o... | 29,917 |
def test_agent_proxy_wait_running_timeout(nsproxy, timeout):
"""
Check that the `wait_for_running` method times out if the agent is not
running after the specified number of seconds.
"""
AgentProcess('agent').start()
time0 = time.time()
with pytest.raises(TimeoutError) as error:
Pro... | 29,918 |
def seed_request():
"""
Adds request seeds to the database.
"""
today = datetime.utcnow()
yesterday = datetime.now() - timedelta(1)
before_yesterday = datetime.now() - timedelta(2)
way_before_yesterday = datetime.now() - timedelta(3)
future_day = datetime.now() + timedelta(20)
# Cr... | 29,919 |
def set_keymap_settings(keymap):
"""Activate certain keymap through Gnome, changing settings directly without delay.
The new keymap will be changed for all windows immediately. The keymap parameter
must be directly suitable for Gnome, e.g. 'fi', 'us', or 'fi\\tnodeadkeys' (where
the separator is a tab... | 29,920 |
def get_version():
"""
Obtain the version of the ITU-R P.1511 recommendation currently being used.
Returns
-------
version: int
Version currently being used.
"""
return __model.__version__ | 29,921 |
def sample_filepaths(filepaths_in, filepaths_out, intensity):
"""
`filepaths_in` is a list of filepaths for in-set examples.
`filepaths_out` is a list of lists, where `filepaths_out[i]` is a list of
filepaths corresponding to the ith out-of-set class.
`intensity` is the number of in-set examples... | 29,922 |
def makekey(s):
"""
enerates a bitcoin private key from a secret s
"""
return CBitcoinSecret.from_secret_bytes(sha256(s).digest()) | 29,923 |
def shape_broadcast(shape1: tuple, shape2: tuple) -> tuple:
"""
Broadcast two shapes to create a new union shape.
Args:
shape1 (tuple) : first shape
shape2 (tuple) : second shape
Returns:
tuple : broadcasted shape
Raises:
IndexingError : if cannot broadcast
"""... | 29,924 |
def hash_array(kmer):
"""Return a hash of a numpy array."""
return xxhash.xxh32_intdigest(kmer.tobytes()) | 29,925 |
def GenerateDiskTemplate(
lu, template_name, instance_uuid, primary_node_uuid, secondary_node_uuids,
disk_info, file_storage_dir, file_driver, base_index,
feedback_fn, full_disk_params):
"""Generate the entire disk layout for a given template type.
"""
vgname = lu.cfg.GetVGName()
disk_count = len(disk_in... | 29,926 |
def check_pc_overlap(pc1, pc2, min_point_num):
"""
Check if the bounding boxes of the 2 given point clouds overlap
"""
b1 = get_pc_bbox(pc1)
b2 = get_pc_bbox(pc2)
b1_c = Polygon(b1)
b2_c = Polygon(b2)
inter_area = b1_c.intersection(b2_c).area
union_area = b1_c.area + b2_c.area - int... | 29,927 |
def build_for_lambda(c, no_clean=False):
"""
aws lambda 用に executable なコードをビルドする
:param c:
:param no_clean:
:return:
"""
if not no_clean:
clean(c)
c.run("mkdir -p {}".format(DIST_PATH))
file_list = [
'requirements.txt',
'constraints.txt',
'lambda_fu... | 29,928 |
def apply_hypercube(cube: DataCube, context: dict) -> DataCube:
"""Reduce the time dimension for each tile and compute min, mean, max and sum for each pixel
over time.
Each raster tile in the udf data object will be reduced by time. Minimum, maximum, mean and sum are
computed for each pixel over time.
... | 29,929 |
def main():
"""Exercise get_bucket_acl()"""
# Assign this value before running the program
test_bucket_name = 'BUCKET_NAME'
# Set up logging
logging.basicConfig(level=logging.DEBUG,
format='%(levelname)s: %(asctime)s: %(message)s')
# Retrieve the current bucket ACL
... | 29,930 |
def cli(env, identifier):
"""Delete an image."""
image_mgr = SoftLayer.ImageManager(env.client)
image_id = helpers.resolve_id(image_mgr.resolve_ids, identifier, 'image')
image_mgr.delete_image(image_id) | 29,931 |
def dateIsBefore(year1, month1, day1, year2, month2, day2):
"""Returns True if year1-month1-day1 is before year2-month2-day2. Otherwise, returns False."""
if year1 < year2:
return True
if year1 == year2:
if month1 < month2:
return True
if month1 == month2:
if ... | 29,932 |
def all_stat(x, stat_func=np.mean, upper_only=False, stat_offset=3):
"""
Generate a matrix that contains the value returned by stat_func for
all possible sub-windows of x[stat_offset:].
stat_func is any function that takes a sequence and returns a scalar.
if upper_only is False, values are added t... | 29,933 |
def PyCallable_Check(space, w_obj):
"""Determine if the object o is callable. Return 1 if the object is callable
and 0 otherwise. This function always succeeds."""
return int(space.is_true(space.callable(w_obj))) | 29,934 |
def test_Circular_Aperture_PTP_short(display=False, npix=512, oversample=4, include_wfe=True, display_proper=False):
""" Tests plane-to-plane propagation at short distances, by comparison
of the results from propagate_ptp and propagate_direct calculations
This test also now include wavefront error, so as t... | 29,935 |
def save_nii(obj, outfile, data=None, is_nii=False):
""" save a nifti object """
if not is_nii:
if data is None:
data = obj.get_data()
nib.Nifti1Image(data, obj.affine, obj.header)\
.to_filename(outfile)
else:
obj.to_filename(outfile) | 29,936 |
def _multiclass_metric_evaluator(metric_func: Callable[..., float], n_classes: int, y_test: np.ndarray,
y_pred: np.ndarray, **kwargs) -> float:
"""Calculate the average metric for multiclass classifiers."""
metric = 0
for label in range(n_classes):
metric += metric_... | 29,937 |
def TestResumeWatcher():
"""Tests and unpauses the watcher.
"""
master = qa_config.GetMasterNode()
AssertCommand(["gnt-cluster", "watcher", "continue"])
cmd = ["gnt-cluster", "watcher", "info"]
output = GetCommandOutput(master.primary,
utils.ShellQuoteArgs(cmd))
AssertMatch(... | 29,938 |
def insert_phots_into_database(framedir,
frameglob='rsub-*-xtrns.fits',
photdir=None,
photglob='rsub-*-%s.iphot',
maxframes=None,
overwrite=False,
... | 29,939 |
def idxs_of_duplicates(lst):
""" Returns the indices of duplicate values.
"""
idxs_of = dict({})
dup_idxs = []
for idx, value in enumerate(lst):
idxs_of.setdefault(value, []).append(idx)
for idxs in idxs_of.values():
if len(idxs) > 1:
dup_idxs.extend(idxs)
return ... | 29,940 |
def test_get_fitness_value(case_data):
"""
Test :meth:`.FitnessCalculator.get_fitness_value`.
Parameters
----------
case_data : :class:`.CaseData`
A test case. Holds the fitness calculator to test and the
correct fitness value.
Returns
-------
None : :class:`NoneType`
... | 29,941 |
async def store_rekey(
handle: StoreHandle,
wrap_method: str = None,
pass_key: str = None,
) -> StoreHandle:
"""Replace the wrap key on a Store."""
return await do_call_async(
"askar_store_rekey",
handle,
encode_str(wrap_method and wrap_method.lower()),
encode_str(pas... | 29,942 |
def prepare_bitbucket_data(data, profile_data, team_name):
"""
Prepare bitbucket data by extracting information needed
if the data contains next page for this team/organisation continue to fetch the next
page until the last page
"""
next_page = False
link = None
profile_data = append_bi... | 29,943 |
def add(x1: Array, x2: Array, /) -> Array:
"""
Array API compatible wrapper for :py:func:`np.add <numpy.add>`.
See its docstring for more information.
"""
if x1.dtype not in _numeric_dtypes or x2.dtype not in _numeric_dtypes:
raise TypeError("Only numeric dtypes are allowed in add")
# C... | 29,944 |
def aslist(l):
"""Convenience function to wrap single items and lists, and return lists unchanged."""
if isinstance(l, list):
return l
else:
return [l] | 29,945 |
def form_03(request_data):
"""
Статистическая форма 066/у Приложение № 5 к приказу Минздрава России от 30 декабря 2002 г. № 413
"""
num_dir = request_data["dir_pk"]
direction_obj = Napravleniya.objects.get(pk=num_dir)
hosp_nums_obj = hosp_get_hosp_direction(num_dir)
hosp_nums = f"- {hosp_num... | 29,946 |
def getKeyList(rootFile,pathSplit):
"""
Get the list of keys of the directory (rootFile,pathSplit),
if (rootFile,pathSplit) is not a directory then get the key in a list
"""
if isDirectory(rootFile,pathSplit):
changeDirectory(rootFile,pathSplit)
return ROOT.gDirectory.GetListOfKeys()... | 29,947 |
def get_args():
"""Parse command line arguments and return namespace object"""
parser = argparse.ArgumentParser(description='Transcode some files')
parser.add_argument('-c', action="store", dest="config", required=True)
parser.add_argument('-l', action="store", dest="limit", type=int, default=None)
... | 29,948 |
def query_from_json(query_json: Any,
client: cl.Client = None):
"""
The function converts a dictionary or json string of Query to a Query object.
:param query_json: A dictionary or json string that contains the keys of a Query.
:type query_json: Any
:param... | 29,949 |
def _write(info, directory, format, name_format):
"""
Writes the string info
Args:
directory (str): Path to the directory where to write
format (str): Output format
name_format (str): The file name
"""
#pylint: disable=redefined-builtin
file_name = name_format
file_p... | 29,950 |
def fetch_validation_annotations():
""" Returns the validation annotations
Returns:
complete_annotations: array of annotation data - [n_annotations, 4]
row format is [T, X, Y, Z]
"""
ann_gen = _annotation_generator()
data = []
for annotation in ann_gen:
if annotation[0] in... | 29,951 |
def enough_data(train_data, test_data, verbose=False):
"""Check if train and test sets have any elements."""
if train_data.empty:
if verbose:
print('Empty training data\n')
return False
if test_data.empty:
if verbose:
print('Empty testing data\n')
retu... | 29,952 |
def test_authorized_rpc_call2(volttron_instance, build_two_test_agents):
"""Tests an agent with two capability calling a method that
requires those same two capabilites
"""
agent1, agent2 = build_two_test_agents
# Add another required capability
agent1.vip.rpc.allow(agent1.foo, 'can_call_foo2')... | 29,953 |
def main(argv):
"""Go Main Go"""
if len(argv) == 2:
hr = int(argv[1])
if hr == 12: # Run for the previous UTC day
ts = datetime.datetime.utcnow() - datetime.timedelta(days=1)
ts = ts.replace(tzinfo=pytz.utc).replace(hour=12, minute=0,
... | 29,954 |
def parse_args(args):
"""
Parse the arguments to this application, then return the constructed namespace argument.
:param args: list of arguments to parse
:return: namespace argument
"""
parser = argparse.ArgumentParser(
description="Connects data from F prime flight software to the GDS ... | 29,955 |
def calculate_tidal_offset(TIDE, GM, R, refell):
"""
Calculates the spherical harmonic offset for a tide system to change
from a tide free state where there is no permanent direct and
indirect tidal potentials
Arguments
---------
TIDE: output tidal system
R: average radius used ... | 29,956 |
def get_questions(set_id, default_txt=None):
"""Method to get set of questions list."""
try:
cache_key = 'question_list_%s' % (set_id)
cache_list = cache.get(cache_key)
if cache_list:
v_list = cache_list
print('FROM Cache %s' % (cache_key))
else:
... | 29,957 |
def _export_photo_uuid_applescript(
uuid,
dest,
filestem=None,
original=True,
edited=False,
live_photo=False,
timeout=120,
burst=False,
):
""" Export photo to dest path using applescript to control Photos
If photo is a live photo, exports both the photo and associated .mov fi... | 29,958 |
def get_mms_operation(workspace, operation_id):
"""
Retrieve the operation payload from MMS.
:return: The json encoded content of the reponse.
:rtype: dict
"""
response = make_mms_request(workspace, 'GET', '/operations/' + operation_id, None)
return response.json() | 29,959 |
def _check_data_nan(data):
"""Ensure data compatibility for the series received by the smoother.
(Without checking for inf and nans).
Returns
-------
data : array
Checked input.
"""
data = np.asarray(data)
if np.prod(data.shape) == np.max(data.shape):
data = data.ravel... | 29,960 |
def function(row, args):
"""Execute a named function
function(arg, arg...)
@param row: the HXL data row
@param args: the arguments parsed (the first one is the function name)
@returns: the result of executing the function on the arguments
"""
f = FUNCTIONS.get(args[0])
if f:
retu... | 29,961 |
def setup_client(public_key: str, secret_key: str, **_):
"""Create a Culqi client from set-up application keys."""
culqipy.public_key = public_key
culqipy.secret_key = secret_key | 29,962 |
def currencyrates():
"""
print a sh-friendly set of variables representing todays currency rates for $EXCHANGERATES which is a semicolon-
separated list of currencyexchange names from riksbanken.se using daily avg aggregation
:return: none
"""
#print(ratesgroup())
rates = os.environ.get("EX... | 29,963 |
def extract_rfc2822_addresses(text):
"""Returns a list of valid RFC2822 addresses
that can be found in ``source``, ignoring
malformed ones and non-ASCII ones.
"""
if not text: return []
candidates = address_pattern.findall(tools.ustr(text).encode('utf-8'))
return filter(try_coerce_asc... | 29,964 |
def set_edge_font_size_mapping(table_column, table_column_values=None, sizes=None, mapping_type='c', default_size=None,
style_name=None, network=None, base_url=DEFAULT_BASE_URL):
"""Map table column values to sizes to set the edge size.
Args:
table_column (str): Name of C... | 29,965 |
def compute_time_overlap(appointment1, appointment2):
"""
Compare two appointments on the same day
"""
assert appointment1.date_ == appointment2.date_
print("Checking for time overlap on \"{}\"...".
format(appointment1.date_))
print("Times to check: {}, {}".
format(appointmen... | 29,966 |
def set_up_prior(data, params):
"""
Function to create prior distribution from data
Parameters
----------
data: dict
catalog dictionary containing bin endpoints, log interim prior, and log
interim posteriors
params: dict
dictionary of parameter values for creation of pri... | 29,967 |
def is_nonincreasing(arr):
""" Returns true if the sequence is non-increasing. """
return all([x >= y for x, y in zip(arr, arr[1:])]) | 29,968 |
def restore_missing_features(nonmissing_X, missing_features):
"""Insert columns corresponding to missing features.
Parameters
----------
nonmissing_X : array-like, shape (n_samples, n_nonmissing)
Array containing data with missing features removed.
missing_features : array-like, shape (n_m... | 29,969 |
def fontifyPythonNode(node):
"""
Syntax color the given node containing Python source code.
@return: C{None}
"""
oldio = cStringIO.StringIO()
latex.getLatexText(node, oldio.write,
entities={'lt': '<', 'gt': '>', 'amp': '&'})
oldio = cStringIO.StringIO(oldio.getvalue()... | 29,970 |
def get_sample_type_from_recipe(recipe):
"""Retrieves sample type from recipe
Args:
recipe: Recipe of the project
Returns:
sample_type_mapping, dic: Sample type of the project
For Example:
{ TYPE: "RNA" } , { TYPE: "DNA" }, { TYPE: "WGS" }
"""
return find_mapping(recipe_type_mapping, recipe) | 29,971 |
def _is_download_necessary(path, response):
"""Check whether a download is necessary.
There three criteria.
1. If the file is missing, download it.
2. The following two checks depend on each other.
1. Some files have an entry in the header which specifies when the file was
modified l... | 29,972 |
def hash64(s):
"""Вычисляет хеш - 8 символов (64 бита)
"""
hex = hashlib.sha1(s.encode("utf-8")).hexdigest()
return "{:x}".format(int(hex, 16) % (10 ** 8)) | 29,973 |
def test_import(sfinit):
"""
Test code by importing all available classes for this module.
If any of these fails then the module itself has some code error
(e.g., syntax errors, inheritance errors).
"""
sfinit
for name in config.NAMES:
modules = return_modules()[name]
for pac... | 29,974 |
def course_runs():
"""Fixture for a set of CourseRuns in the database"""
return CourseRunFactory.create_batch(3) | 29,975 |
def _response(data=None, status_code=None):
"""Build a mocked response for use with the requests library."""
response = MagicMock()
if data:
response.json = MagicMock(return_value=json.loads(data))
if status_code:
response.status_code = status_code
response.raise_for_status = MagicMo... | 29,976 |
def test_baked_django_with_custom_issue_template_files(cookies):
"""Test Django project has custom ISSUE templates generated correctly.
Tests that the Custom Issue templates have had the "assignee"
generated correctly, and post_gen deleted the standard template.
"""
default_django = cookies.bake()
... | 29,977 |
def findtailthreshold(v, figpath=None):
"""
function [f,mns,sds,gmfit] = findtailthreshold(v,wantfig)
<v> is a vector of values
<wantfig> (optional) is whether to plot a diagnostic figure. Default: 1.
Fit a Gaussian Mixture Model (with n=2)
to the data and find the point that is greater t... | 29,978 |
async def make_request_and_envelope_response(
app: web.Application,
method: str,
url: URL,
headers: Optional[Dict[str, str]] = None,
data: Optional[bytes] = None,
) -> web.Response:
"""
Helper to forward a request to the catalog service
"""
session = get_client_session(app)
try:... | 29,979 |
def tprint(string, indent=4):
"""Print with indent."""
print indent * ' ' + str(string) | 29,980 |
def _app_node(app_id, existing=True):
"""Returns node path given app id."""
path = os.path.join(z.SCHEDULED, app_id)
if not existing:
path = path + '#'
return path | 29,981 |
def make_dirs(path):
"""
Create dir if path does not exist.
:param str path: Directory path.
"""
if not os.path.isdir(path):
os.makedirs(path, mode=0o777, exist_ok=True) | 29,982 |
def get_provincial_miif_sets(munis):
"""
collect set of indicator values for each province, MIIF category and year
returns dict of the form {
'cash_coverage': {
'FS': {
'B1': {
'2015': [{'result': ...}]
}
}
}
}
"""
prov_sets = defaultdi... | 29,983 |
def create_kernel(radius=2, invert=False):
"""Define a kernel"""
if invert:
value = 0
k = np.ones((2*radius+1, 2*radius+1))
else:
value = 1
k = np.zeros((2*radius+1, 2*radius+1))
y,x = np.ogrid[-radius:radius+1, -radius:radius+1]
mask = x**2 ... | 29,984 |
def edimax_get_power(ip_addr="192.168.178.137"):
"""
Quelle http://sun-watch.net/index.php/eigenverbrauch/ipschalter/edimax-protokoll/
"""
req = """<?xml version="1.0" encoding="UTF8"?><SMARTPLUG id="edimax"><CMD id="get">
<NOW_POWER><Device.System.Power.NowCurrent>
</Device.System.Power.No... | 29,985 |
def get_class_inst_data_params_n_optimizer(nr_classes, nr_instances, device):
"""Returns class and instance level data parameters and their corresponding optimizers.
Args:
nr_classes (int): number of classes in dataset.
nr_instances (int): number of instances in dataset.
device (str): d... | 29,986 |
def inc(x):
""" Add one to the current value """
return x + 1 | 29,987 |
def regionError(df, C, R):
"""Detects if a selected region is not part of one of the selected countries
Parameters:
-----------
df : Pandas DataFrame
the original dataset
C : str list
list of selected countries
R : str list
list of selected regions
R... | 29,988 |
def lherzolite():
"""
Elastic constants of lherzolite rock (GPa) from
Peselnick et al. (1974), in Voigt notation
- Abbreviation: ``'LHZ'``
Returns:
(tuple): tuple containing:
* C (np.ndarray): Elastic stiffness matrix (shape ``(6, 6)``)
* rho (float): Density (3270 ... | 29,989 |
def int_to_bit(x_int, nbits, base=2):
"""Turn x_int representing numbers into a bitwise (lower-endian) tensor."""
x_l = tf.expand_dims(x_int, axis=-1)
x_labels = []
for i in range(nbits):
x_labels.append(
tf.floormod(
tf.floordiv(tf.to_int32(x_l),
tf.to_int32(base... | 29,990 |
def create_ldap_external_user_directory_config_content(server=None, roles=None, role_mappings=None, **kwargs):
"""Create LDAP external user directory configuration file content.
"""
entries = {
"user_directories": {
"ldap": {
}
}
}
entries["user_directories"]... | 29,991 |
def fasta_iter(fh):
"""
Given a fasta file. yield tuples of header, sequence
Clears description from seq name.
From: https://www.biostars.org/p/710/
Updated: 11/09/2018
Version: 0.2
"""
# ditch the boolean (x[0]) and just keep the header or sequence since
# we know they alternate.
faiter = (x[1] for x in gr... | 29,992 |
def intersection(lst1, lst2):
"""!
\details Finds hashes that are common to both lists and stores their location in both documents
Finds similarity that is measured by
sim(A,B) = number of hashes in intersection of both hash sets divided by minimum of the number of hashes in lst1 and lst2
\param l... | 29,993 |
def apply_colour_to_surface(colour: pygame.Color,
shape_surface: pygame.surface.Surface,
rect: Union[pygame.Rect, None] = None):
"""
Apply a colour to a shape surface by multiplication blend. This works best when the shape
surface is predominantly whit... | 29,994 |
def allrad2(F_nm, hull, N_sph=None, jobs_count=1):
"""Loudspeaker signals of All-Round Ambisonic Decoder 2.
Parameters
----------
F_nm : ((N_sph+1)**2, S) numpy.ndarray
Matrix of spherical harmonics coefficients of spherical function(S).
hull : LoudspeakerSetup
N_sph : int
Decod... | 29,995 |
def run_algorithms(window, size, rows, algorithm, maze_type):
"""Runs the maze window, where the chosen algorithm can be executed"""
grid = assets.board.make_grid(rows, size)
if maze_type == "Random":
grid = assets.maze.completely_random(grid)
if maze_type == "Swirl":
grid = assets.maz... | 29,996 |
def match_histogram(reference, image, ref_mask=None, img_mask=None):
"""Match the histogram of the T2-like anatomical with the EPI."""
import os
import numpy as np
import nibabel as nb
from nipype.utils.filemanip import fname_presuffix
from skimage.exposure import match_histograms
nii_img =... | 29,997 |
def main(input_data_path, output_data_path, window):
"""
Convert the Volumetric CT data and mask (in NIfTI format) to a dataset of 2D images in tif and masks in bitmap for the brain extraction.
"""
# open data info dataframe
info_df = pd.read_csv(os.path.join(input_data_path, 'info.csv'), index_col=... | 29,998 |
def outfeed(token, xs):
"""Outfeeds value `xs` to the host. Experimental.
`token` is used to sequence infeed and outfeed effects.
"""
flat_xs, _ = pytree.flatten(xs)
return outfeed_p.bind(token, *flat_xs) | 29,999 |
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