content stringlengths 22 815k | id int64 0 4.91M |
|---|---|
def index(metadata_context: BaseContext = Provide[ApplicationContainer.context_factory]):
"""Handler for base level URI for the features endpoint.
Supports GET and POST methods for interacting."""
if request.method == constants.HTTP_GET:
with metadata_context.get_session() as session:
fe... | 59,600 |
def select_area(ds, lon, lat, g_step=0.25):
"""
Select data for given location or rectangular area from dataset.
In case data for a single location is requested, the nearest data point
for which weather data is given is returned.
Parameters
-----------
ds : xarray.Dataset
Dataset w... | 59,601 |
def spatial_clustering(mask, algorithm="DBSCAN", min_cluster_size=5, max_distance=None):
"""Counts and segments portions of an image based on distance between two pixels.
Masks showing all clusters, plus masks of individual clusters, are returned.
Inputs:
mask = Mask/binary image to segment... | 59,602 |
def get_ordered_dataset(file_pattern, blocks_only=True, shuffle=True):
"""Given a file pattern,return the dataset contained.
If specified, shuffle the dataset group-wise.
:param blocks_only: whether to only use records with 'is_extracted_block' == True
:type blocks_only: bool
:param file_pattern: t... | 59,603 |
def test_minor_radius(tokamak_args_dict):
"""Checks that TokamakSource creation only accepts valid minor radius"""
# Set major radius, pedestal radius, and shafranov factor to nice values
tokamak_args_dict["major_radius"] = 10
tokamak_args_dict["pedestal_radius"] = 0.1
tokamak_args_dict["shafranov_f... | 59,604 |
def build_vxlan_header(encapsulation_header, ethernet_header):
"""
Build NSH header with underlying ethernet header
:param encapsulation_header: VXLAN or GRE NSH header
:type encapsulation_header: `:class:nsh.common.VXLANGPE|GREHEADER`
:param base_header: base NSH header
:type base_header: `:cl... | 59,605 |
def generate_gallery(db: BeautifulSoup, c=g_config):
"""
Examples of filters:
- date >= 2020 ; date <= 2021 -- to filter specific years
- format = PNG ; bytes > 100000 -- to filter by format and disk-size
- width > 5000 ; height > 4000 -- to filter by image width & height
- make-model ~~ Sony... | 59,606 |
def create_blog_article_thumbnails(image_id: str):
"""Take a Blog model and create thumbnails for it."""
create_thumbnails(pk=image_id, model=BlogArticle, size_set="blog") | 59,607 |
def _new_obj(original_function):
"""Decorator to deepcopy unaltered states into new object
Parameters
----------
original_function : callable
Callable must return None or a Mapping with some or all of
_state_attrs defined.
Returns
-------
new_function : callable
New... | 59,608 |
def Aggregate_median_SABV(rnaseq):
"""Compute median TPM by gene+tissue+sex."""
logging.info("=== Aggregate_median_SABV:")
logging.info(f"Aggregate_median_SABV IN: nrows = {rnaseq.shape[0]}, cols: {str(rnaseq.columns.tolist())}")
rnaseq = rnaseq[["ENSG", "SMTSD", "SEX", "TPM"]].groupby(by=["ENSG", "SMTSD", "SEX... | 59,609 |
def is_similar_except_in_shape(
definition_or_instance_1: Dict[str, Any],
definition_or_instance_2: Dict[str, Any],
only_x_dimension: bool = False
) -> bool:
"""Return whether the two given objects are similar in color
(material category) and size (dimensions) but not shape (type)."""
size_list ... | 59,610 |
def scandir(dir_path, suffix=None, recursive=False, full_path=False):
"""
From BasicSR: https://github.com/xinntao/BasicSR
Scan a directory to find the interested files.
Args:
dir_path (str): Path of the directory.
suffix (str | tuple(str), optional): File suffix that we are
... | 59,611 |
def simpleapi():
"""Cross-Microservice call"""
url = getservice(APP.node, "simple-api")
key = requests.get(url + "/simple-api/version", timeout=1)
return (key.text, 200) | 59,612 |
def mac_address(name, value):
"""Validate that the value represents a MAC address
:param name: Name of the argument
:param value: A string value representing a MAC address
:returns: The value as a normalized MAC address, or None if value is None
:raises: InvalidParameterValue if the value is not a ... | 59,613 |
def test_get_encryption_materials_committing_algorithm_policy_forbids():
"""Tests that a Default Crypto Materials Manager request with policy FORBID_ENCRYPT_ALLOW_DECRYPT cannot
encrypt using an algorithm that provides commitment."""
mock_alg = MagicMock(__class__=Algorithm)
mock_alg.is_committing.retur... | 59,614 |
def total_dist_from_point(data: CachingDataStructure, start_point: tuple,
max_prop_level: int = INF) -> tuple:
"""
For some CachingDataType, it calculates the distance in linear
space for all different propagation levels. Returns a tuple of three
arrays; (1) an array of propaga... | 59,615 |
def compute_curve(labels, predictions, num_thresholds=None, weights=None):
""" Compute precision-recall curve data by labels and predictions.
Args:
labels (numpy.ndarray or list): Binary labels for each element.
predictions (numpy.ndarray or list): The probability that an element be
... | 59,616 |
def test_normalize_host_result_is_expected():
"""Assert we got expected results from the normalize_host function."""
for url, expected in EXPECTED_DATA.items():
result = normalize_host(url)
assert result == expected, url | 59,617 |
def read_database():
"""
Deserialize the database and read into a list of sets for easier selection
and O(1) complexity. Initialize the multiprocessing to target the main
function with cpu_count() concurrent processes.
"""
database = [set() for _ in range(4)]
count = len(os.listdir(DATABASE))
half = count // ... | 59,618 |
def test_rest_api_failing_objects_pagination(auth_client):
""" test that failing objects are paginated """
page_size = FailingObjectPagination.page_size
TestModel.objects.generate(failing=page_size+1)
ModelValidationRunner(TestModel, method_names=["check_foobar"]).run()
url = reverse("admin:failing... | 59,619 |
def _split_series(df, series_id, target, by='quantiles', cuts=5, split_col='Cluster'):
"""
Split series into clusters by rank or quantile of average target value
by: str
Rank or quantiles
cuts: int
Number of clusters
split_col: str
Name of new column
Returns:
-----... | 59,620 |
def extract_data_with_labels(npy_file_path, subject_labels, config):
"""Extracts train_val and test data and subjects from npy and csv file
Args:
config (Omegaconf dict): contains configuration parameters
Returns (subjects as dataframe, data as numpy array):
train_val_subjects, train_val_da... | 59,621 |
def content_disposition_filename(filename):
"""
Sanitize a file name to be used in the Content-Disposition HTTP
header.
Even if the standard is quite permissive in terms of
characters, there are a lot of edge cases that are not supported by
different browsers.
See http://greenbytes.de/tech/t... | 59,622 |
def new_query(event, *args):
"""Add new query session <kind of deprecated>
Args:
url: review/{review_id}/query
body:
"search" <search dict (wrapper/input_format.py)>
Returns:
{
"review": review object,
"new_query_id": new_query_id
... | 59,623 |
def test_stochastic_rsi_strategy(df):
"""Checks stochastic RSI strategy calculates correctly."""
df_with_allocations = allocations.stochastic_RSI_strategy(df, 14, max_investment)
df_with_signals = stochastic_relative_strength_index(df, 14)
over_valued = df_with_signals["signal"] >= 0.8
under_valued... | 59,624 |
def supervisor_command(command):
"""Run a supervisorctl command."""
sudo(u'supervisorctl %s' % command) | 59,625 |
def GraphHistograms( histFiles, outFile = None, xlabel = '', ylabel = '', title = '',
labels = (), colors = 'brcmygkbrcmygkbrcmygkbrcmygk',
relWidth = 0.4,
xbound = None, ybound = None, coarsenBy = None, sfx = '',
ticksCoarsen = 1, log ... | 59,626 |
def update(gen, test: dict, context: dict, event):
"""
:param gen: 一个generator对象
:param test: 传入的本次测试配置（来自config.yaml）
:param context: 测试运行时的上下文，包括当前空闲线程、时间等信息
:param event: 事件，通常是一个op
:return: gen2: 通过该次调用传入的generator的状态得到了更新，返回更新后的generator
"""
if gen is None:
return None
... | 59,627 |
def test_azure_storage_get_blob_command(requests_mock):
"""
Scenario: Retrieve Blob from Container.
Given:
- User has provided valid credentials.
When:
- azure-storage-container-blob-get called.
Then:
- Ensure XSOAR File output.
"""
from AzureStorageContainer import Client, ge... | 59,628 |
def get_rig_list(path):
""" Recursively searches for rig types, and returns a list.
"""
rigs = []
MODULE_DIR = os.path.dirname(__file__)
RIG_DIR_ABS = os.path.join(MODULE_DIR, utils.RIG_DIR)
SEARCH_DIR_ABS = os.path.join(RIG_DIR_ABS, path)
files = os.listdir(SEARCH_DIR_ABS)
files.sort()
... | 59,629 |
def get_time_at(time_in=None, time_at=None, out_fmt="%Y-%m-%dT%H:%M:%S"):
"""
Return the time in human readable format for a future event that may occur
in ``time_in`` time, or at ``time_at``.
"""
dt = get_timestamp_at(time_in=time_in, time_at=time_at)
return time.strftime(out_fmt, time.localtim... | 59,630 |
def plot_alignment(alignment, path):
"""
Plot an attention layer's alignment for a sentence.
alignment: shape(T_dec, T_enc).
"""
plt.figure()
plt.imshow(alignment)
plt.colorbar()
plt.xlabel('Encoder timestep')
plt.ylabel('Decoder timestep')
plt.savefig(path)
plt.close() | 59,631 |
def synchronized(lock):
"""
Synchronization decorator.
"""
def wrap(f):
def new_function(*args, **kw):
lock.acquire()
try:
return f(*args, **kw)
finally:
lock.release()
return new_function
return wrap | 59,632 |
def end_debug_session():
"""
End debug session
"""
terminal.display("API command: End debug session\n")
debugger.end_debug_session() | 59,633 |
def make_snippet(snippets, location):
"""Makes a colored html snippet."""
output = "<br>".join(sentence.replace(
location, f'<i style="background-color: yellow;">{location}</i>') for sentence in snippets)
return output | 59,634 |
def test_exception_handler():
""" Ensure exceptions are provided to the handler if one
exists
:raises AssertionError
:return void
"""
def work(item):
raise Exception
def handler(e):
pass
assert not bool(list(pipe.Pipe(
exception_handler = handler
).run(rang... | 59,635 |
def validate_iam_group_names(group_names):
"""Since the IAM group names are passed into the CLI as
arguments, this will validate them to ensure that these
group names exist and were typed correctly."""
client = boto3.client('iam')
for group_name in group_names:
logger.info(f"Validating IAM g... | 59,636 |
def main():
"""Main function"""
print("\nGreedy Best First Search\n----------------------\n")
print('(Your now at) :', end=' ')
source = input().strip()
print('(Where to go) :', end=' ')
goal = input().strip()
if source not in Heuristic_value_graph or goal not in Heuristic_value... | 59,637 |
def test_capture_pcap(serializer, api, tx_port, rx_port):
"""Demonstrates how to start capture and get capture results
"""
config = Config(ports=[tx_port, rx_port])
# configure capture
filter = MacAddressFilter(mac='source', filter='000000000000')
config.captures.append(
Capture(name='r... | 59,638 |
def read_data(filenames, mode):
"""
The main function to read all the back calculated files
Parameters
----------
filenames: dict
This parameter is a dictionary of properties with their relative path to the data file.
mode: str
This parameter must be one of the following:
... | 59,639 |
def is_identity(mat, eps=None):
"""Checks if a matrix is an identity matrix.
If the input is not even square, ``False`` is returned.
Args:
mat (numpy.ndarray): Input matrix.
eps (float, optional): Numerical tolerance for equality. ``None``
means ``np.finfo(mat.dtype).eps``.
... | 59,640 |
def get_pem_entries(glob_path):
"""
Returns a dict containing PEM entries in files matching a glob
glob_path:
A path to certificates to be read and returned.
CLI Example:
.. code-block:: bash
salt '*' x509.get_pem_entries "/etc/pki/*.crt"
"""
ret = {}
for path in glo... | 59,641 |
def connect_to_db_via_ssh(ssh_info, db_info):
"""
Connects to a remote PostgreSQL db, via SSH tunnel.
Args:
ssh_info (obj): All ssh connection info.
db_info (obj): All db related connection info.
Returns:
:class:`psycopg2.extensions.connection`: Live connection suitable for que... | 59,642 |
def kid_2():
"""Return a second JWT key ID to use for tests."""
return "test-keypair-2" | 59,643 |
def list_engine(config):
"""This module will list engine from pool"""
globals.initialize(config.debug, config.verbose, script_dir)
if config.verbose or config.debug:
click.echo("Verbose mode enabled")
try:
mskai = masking(config, noparam="noparam")
mskai.list_engine()
... | 59,644 |
def fold_chunks(lst, n):
"""Yield successive n-sized chunks from lst."""
for i in range(0, len(lst), n):
yield lst[i:i + n] | 59,645 |
def get_world_size():
"""
Get the size of the world.
"""
if 'WORLD_SIZE' in os.environ:
return int(os.environ['WORLD_SIZE'])
else:
if not dist.is_available():
return 1
if not dist.is_initialized():
return 1
return dist.get_world_size() | 59,646 |
def cosine_sim(x1, x2, dim=-1, eps=1e-8):
"""Returns cosine similarity between x1 and x2, computed along dim."""
w12 = torch.sum(x1 * x2, dim)
w1 = torch.norm(x1, 2, dim)
w2 = torch.norm(x2, 2, dim)
return (w12 / (w1 * w2).clamp(min=eps)).squeeze() | 59,647 |
def overlap(b4_reg, b7_reg, sep):
"""
function to find ds9 ellipse regions that match or overlap between band 4 and band 7
"""
# define some other little functions
def match_function(c, c_array, sep):
""" c would be a single band 4 dust region
c_array would be array of the band 7 regions
"""
# find wher... | 59,648 |
def tile_array_2d(array: np.ndarray, tile_size: int, channels_first: Optional[bool] = True,
**pad_kwargs: Any) -> Tuple[np.ndarray, np.ndarray]:
"""Split an image array into square non-overlapping tiles.
The array will be padded symmetrically if its dimensions are not exact multiples of `tile... | 59,649 |
def get_filenames(ruleset_db, rule):
"""returns a list of all filenames for a rule in a ruleset"""
from src.praxxis.sqlite import connection
conn = connection.create_connection(ruleset_db)
cur = conn.cursor()
list_filenames = 'SELECT Filename FROM "Filenames" WHERE Rule = ?'
cur.execute(l... | 59,650 |
def toy_features():
"""
Generate a sample feature dataframe with one column that isn't a
feature.
"""
feat = pd.DataFrame({"A": [1, 2, 3],
"B": [4, 5, 6],
"C": [7, 8, 9],
"D": ["a", "b", "c"]})
return (feat, feat.loc[:, ... | 59,651 |
def test_apply_to_lhs_print_unchanged(eq1_eq2):
"""Test that "apply_to_lhs" always prints the lhs, even if it did not
change"""
eq1, _ = eq1_eq2
eq = eq1.apply_to_lhs(sympy.simplify)
assert str(eq) == '2*x - y = 1 (I)\n2*x - y = 1' | 59,652 |
def cube_px_resampling(array, scale, imlib='opencv', interpolation='bicubic',
scale_y=None, scale_x=None):
""" Wrapper of frame_px_resample() for resampling the frames of a cube with
a single scale. Useful when we need to upsample (upsacaling) or downsample
(pixel binning) a set of f... | 59,653 |
def tint_raw(img, color, opacity=255):
"""Tint the image."""
if isinstance(img, str):
try:
img = sublime.load_binary_resource(img)
except Exception:
_log('Could not open binary file!')
_debug(traceback.format_exc(), ERROR)
return ''
return ima... | 59,654 |
def move_items_back(garbages):
"""
Moves the items/garbage backwards according to the speed the background is moving.
Args:
garbages(list): A list containing the garbage rects
Returns:
garbages(list): A list containing the garbage rects
"""
for garbage_rect in garbages: # Loop... | 59,655 |
def seed_rngs(seed: int, ctx: Optional[Union['mx.Context', List['mx.Context']]] = None) -> None: # type: ignore
"""
Seed the random number generators (Python, Numpy and MXNet).
:param seed: The random seed.
:param ctx: Random number generators in MXNet are device specific.
If None, MXNet wi... | 59,656 |
def optimize(inputs, output, sizes):
"""
Produces an optimization path similar to the greedy strategy
:func:`opt_einsum.paths.greedy`. This optimizer is cheaper and less
accurate than the default ``opt_einsum`` optimizer.
:param list inputs: A list of input shapes. These can be strings or sets or
... | 59,657 |
def variation(inlist:List(float))->float:
"""
Returns the coefficient of variation, as defined in CRC Standard
Probability and Statistics, p.6.
Usage: lvariation(inlist)
"""
return 100.0*variability.samplestdev(inlist)/float(central_tendency.mean(inlist)) | 59,658 |
def process_zdr_column(procstatus, dscfg, radar_list=None):
"""
Detects ZDR columns
Parameters
----------
procstatus : int
Processing status: 0 initializing, 1 processing volume,
2 post-processing
dscfg : dictionary of dictionaries
data set configuration. Accepted Config... | 59,659 |
def _mask_pattern(dirty: str):
"""
Masks out known sensitive data from string.
Parameters
----------
dirty : str
Input that may contain sensitive information.
Returns
-------
str
Output with any known sensitive information masked out.
"""
# DB credentials as found... | 59,660 |
def cleanString(currentString):
""" Remove extra spaces and final punctuation from string.
"""
cleanstring = currentString.strip()
cleanerString = removePunctuationField(cleanstring)
return cleanerString | 59,661 |
def writePhaseNLL(phases, evekey, NLLoc_dir, useP=True, useS=True):
"""
Write a y2k complient phase file used by hypoinverse 2000, format defined
on page 113 of the manual for version 1.39
Parameters
---------
phases : pandas dataframe or path to csv
Phase input from AssociatePhases scri... | 59,662 |
def train(
images_path: str,
texts_path: str,
train_imgs_file_path: str,
val_imgs_file_path: str,
epochs: int,
recall_at: int,
batch_size: int,
prefetch_size: int,
save_model_path: str,
log_model_path: str,
learning_rate: float,
weight_decay: float,
joint_space: int,
... | 59,663 |
def getFilename_fromCd(cd):
"""
Get filename from content-disposition
"""
if not cd:
return None
fname = re.findall("filename=(.+)", cd)
if len(fname) == 0:
return None
return fname[0] | 59,664 |
def redirect_view(request, url):
"""
Redirect all requests that come here to an API call with a view parameter.
"""
dest = '/api/%.1f/%s' % (legacy_api.CURRENT_VERSION,
urllib.quote(url.encode('utf-8')))
dest = get_url_prefix().fix(dest)
return HttpResponsePermanent... | 59,665 |
def set_compartment(name=None, **kwargs):
"""Sets properties of the named compartment
:param name: the name of the compartment (or a substring of the name)
:type name: str
:param kwargs: optional arguments
- | `initial_value` or `initial_size`: to set the initial size of the compartment
... | 59,666 |
def compressToDays(cursor, dayList):
"""
Args: (mysql obj): cur, mysql cursor object
(list): daysList, list of days to compress from hourly
Desc: Automatically compresses hours per day into single day point for
rid,logdate,location,data_type
"""
for day in dayList... | 59,667 |
def arch_matches(arch, alias):
"""
Check if given arch `arch` matches the other arch `alias`. This is most
useful for the complex any-* rules.
"""
if arch == alias:
return True
if arch == 'all' or arch == 'source':
# These pseudo-arches does not match any wildcards or aliases
... | 59,668 |
def calc_m_q_inv_m(m, q, flag_m: bool = False, flag_q: bool = False):
"""
q is quadratic form q_11, q_22, q_33, q_12, q_13, q_23
m is matrix m_11, m_12, m_13, m_21, m_22, m_23, m_31, m_32, m_33
Output is matrix o
"""
m_11, m_12, m_13 = m[0], m[1], m[2]
m_21, m_22, m_23 = m[3], m[4], m... | 59,669 |
def divisors(n):
"""
Returns a list of all positive integer divisors of the nonzero
integer n.
INPUT:
- ``n`` - the element
EXAMPLES::
sage: divisors(-3)
[1, 3]
sage: divisors(6)
[1, 2, 3, 6]
sage: divisors(28)
[1, 2, 4, 7, 14, 28]
s... | 59,670 |
def list_to_hash(lst):
"""Convert a flat list of key value pairs to a hash"""
return {lst[i]: lst[i+1] for i in range(0, len(lst), 2)}; | 59,671 |
def upsert_account(addr, account, success_ctr, retry_ctr):
"""Runs upsert operation."""
client = helper.create_client(addr)
client.login("groot", "password")
query = """{{
acct(func:eq(first, "{first}")) @filter(eq(last, "{last}") AND eq(age, {age})) {{
uid
}}
}}""".forma... | 59,672 |
def get_multiparm_instance_indices(
parm: Union[hou.Parm, hou.ParmTuple], instance_index: bool = False
) -> Tuple[int, ...]:
"""Get the multiparm instance indices for this parameter tuple.
If this parameter tuple is part of a multiparm, then its index in the
multiparm array will be returned as a tuple.... | 59,673 |
def register_parquet():
"""
Register Parquet with Unified I/O.
"""
from astropy.io import registry as io_registry
from astropy.table import Table
io_registry.register_reader('parquet', Table, read_table_parquet)
io_registry.register_writer('parquet', Table, write_table_parquet)
io_regis... | 59,674 |
def two_point_template(config):
"""Creates a template SACC object with tracers and statistics
Parameters:
----------
config : dict
The dictinary containt the relevant two_point section of the config
Returns:
-------
sacc : sacc object
Sacc objects with appropriate tracers a... | 59,675 |
def first_time(series, value, window=None):
""":func:`aggfunc` to:
- Return the first index where the
series == value
- If no such index is found
+inf is returned
:param series: Input Time Series data
:type series: :mod:`pandas.Series`
:param window: A tuple indicating a time win... | 59,676 |
def test_handle_program_no_entries():
"""
We should do the right thing if there are no entries for a given program.
"""
program = 'cp'
test_config = _create_config()
with patch(
'eg.util.get_resolved_program',
return_value=program
) as mock_resolve_program:
with patc... | 59,677 |
def post_to_slack(config, message):
"""Post a message to the the slack channel specified in the configuration file."""
try:
key = config.get('Slack', 'key')
channel = config.get('Slack', 'channel')
from slacker import Slacker
slack = Slacker(key)
slack.chat.post_message(... | 59,678 |
def prepare_filter_triples(
mapped_triples: MappedTriples,
additional_filter_triples: Union[None, MappedTriples, List[MappedTriples]] = None,
) -> MappedTriples:
"""Prepare the filter triples from the evaluation triples, and additional filter triples."""
if additional_filter_triples is None:
log... | 59,679 |
def create():
"""
Progress can be added to any/all goal(s) displayed.
"""
goals = fetch_goals()
if request.method == "POST":
data_id = request.form.getlist("id")
data_progress = request.form.getlist("progress")
data_quality = request.form.getlist("grade")
data = {... | 59,680 |
def load_bikeshare(data_path=FIXTURES):
"""
Downloads the 'bikeshare' dataset, saving it to the output
path specified and returns the data.
"""
# name of the dataset
name = 'bikeshare'
data = load_numpy(name, data_path=data_path)
return data | 59,681 |
def PrintAndAssertOutput(cc):
"""
/*
* Print sampled values of current cc
*/
"""
from nose.tools import assert_almost_equal
jy = 0
jx = 0
print "\nAt bottom left:"
#/* Print out lines with up to 6 values per line */
for _is in range(NUM_SPECIES):
p... | 59,682 |
def test_cleanup_failed_err(install_mockery, tmpdir, monkeypatch, capsys):
"""Test _cleanup_failed exception path."""
msg = 'Fake release_write exception'
def _raise_except(lock):
raise RuntimeError(msg)
const_arg = installer_args(['trivial-install-test-package'], {})
installer = create_in... | 59,683 |
def svn_wc_add_lock(*args):
"""svn_wc_add_lock(char const * path, svn_lock_t lock, svn_wc_adm_access_t * adm_access, apr_pool_t pool) -> svn_error_t"""
return _wc.svn_wc_add_lock(*args) | 59,684 |
def test_calculator_subtract(clear_history):
"""Testing the subtract method of the calculator"""
assert Calculator.subtract_number((1, 2)) == -3 | 59,685 |
def plot_terms_body(topic, data, minimum_frequency):
"""
The np.aranage attribute is to understand how to best and programmatically
plot the data. Intervals are determined by the counts within the dictionary.
The user does not need to predefine the graph. Instead, the second line takes the
freque... | 59,686 |
def analyze_events(paths_to_event_files, experiment_root_dir,
do_finegrainedness_analysis, do_imbalance_analysis,
force_recompute):
"""Analyzes each event file and stores the .pklz in the corresponding dir."""
# Aggregate stats across all event files and write (the summarized ... | 59,687 |
def test_att_p022_att_p022_v(mode, save_output, output_format):
"""
TEST :Syntax Checking for Attribute Declaration (form) : use=absent,
default="37" (may appear once, may have any value), instant xml
value=37
"""
assert_bindings(
schema="msData/attribute/attP022.xsd",
instance="... | 59,688 |
def contains_non_ascii_unicode(s):
"""Determine whether the Unicode string 's' contains non-ASCII code-points."""
# Surely there must be a better way to do this? There's nothing I can see in
# the stdlib 'unicodedata' module:
# http://docs.python.org/library/unicodedata.html
#
# Note that list comprehens... | 59,689 |
def build_profile_information(user):
"""
Returns a dictionary containing information relevant to an user's
profile.
Override this function to add additional information to an user's
profile.
"""
context = {}
context['user'] = user
up_votes = Vote.objects.filter(user = use... | 59,690 |
def __remove_duplicate_chars(string_input, string_replace):
"""
Remove duplicate chars from a string.
"""
while (string_replace * 2) in string_input:
string_input = \
string_input.replace((string_replace * 2), string_replace)
return string_input | 59,691 |
def generate_message(username, pr_list):
"""Generates message using the template provided in
PENDING_REVIEW_NOTIFICATION_TEMPLATE.md file.
"""
template_path = '.github/PENDING_REVIEW_NOTIFICATION_TEMPLATE.md'
if not os.path.exists(template_path):
raise Exception(
'Please add a te... | 59,692 |
def test_ecomap():
"""
test mappings between GAF codes and ECO
"""
m = EcoMap()
assert m.coderef_to_ecoclass('IEA','GO_REF:0000002') == 'ECO:0000256'
assert m.coderef_to_ecoclass('IEA') == 'ECO:0000501'
assert m.coderef_to_ecoclass('IEA','FAKE:ID') == 'ECO:0000501'
assert m.ecoclass_to_c... | 59,693 |
def clean_data(df):
"""Split the categories column to 36 individual columns and convert their values to 0 / 1.
Drop the original categories column.
Drop duplicated rows.
Args:
df: the dataset
Returns:
DataFrame: the cleaned dataset
"""
# split categories into separate c... | 59,694 |
def format_birthday_for_database(p_birthday_of_contact_month, p_birthday_of_contact_day, p_birthday_of_contact_year):
"""Takes an input of contact's birthday month, day, and year and creates a string to insert into the contacts database."""
formated_birthday_string = p_birthday_of_contact_month + "/" + p_birthd... | 59,695 |
def pow_json_serializer(obj):
"""JSON serializer for objects not serializable by default json code"""
if isinstance(obj, datetime):
#serial = obj.isoformat()
serial = obj.strftime(twittercomments.config.myapp["date_format"])
return serial
if isinstance(obj, uuid.UUID):
retur... | 59,696 |
def scale_poscar(path_poscar,scale=(1,1,1),tol=1e-2):
"""Create larger/smaller cell from a given POSCAR.
- **Parameters**
- path_poscar: Path/to/POSCAR or `poscar` data object.
- scale: Tuple of three values along (a,b,c) vectors. int or float values. If number of sites are not as expected in ou... | 59,697 |
def device_management_submenu(dev, pdmssp=False):
"""
Method - Show Device Information Menu
INPUTS: dev as object
OUTPUT: none
"""
loop = True
menu.clear()
while loop:
print("Device Management Menu")
print("======================")
print("1. Import from cfg (x... | 59,698 |
def normal_distribution(x: float) -> float:
"""
標準正規分布
f(x) = (1/sqrt(2pi))exp(-x^2/2)
"""
# 係数
coefficient = 1 / math.sqrt(2 * math.pi)
# 指数
exponent = math.exp(-(x ** 2) / 2)
# 標準正規分布
return coefficient * exponent | 59,699 |
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