content stringlengths 22 815k | id int64 0 4.91M |
|---|---|
def orthogonalize(vec1, vec2):
"""Given two vectors vec1 and vec2, project out the component of vec1
that is along the vec2-direction.
@param[in] vec1 The projectee (i.e. output is some modified version of vec1)
@param[in] vec2 The projector (component subtracted out from vec1 is parallel to this)
... | 27,900 |
def tokenize(text):
"""
Function to process text data taking following steps:
1) normalization and punctuation removal: convert to lower case and remove punctuations
2) tokenization: splitting each sentence into sequence of words
3) stop words removal: removal of words which do not add a... | 27,901 |
def extract_text(bucketname, filepath):
"""Return OCR data associated with filepaths"""
textract = boto3.client('textract')
response = textract.detect_document_text(
Document={
'S3Object': {
'Bucket': bucketname,
'Name': filepath
}
})
... | 27,902 |
def box1_input(input):
"""uses above to return input to player 1"""
return get_input(1, input) | 27,903 |
def test_join_query_string():
"""Union de query string"""
pass | 27,904 |
def test_force_stop(process_engine, exec_infos, sync_server):
"""Test forcing the stop of the engine.
"""
t = ExecThread(process_engine, exec_infos)
t.start()
sync_server.wait('test1')
process_engine.stop(force=True)
t.join()
assert 'engine' in t.value.errors
assert 'terminated' in ... | 27,905 |
def _get_xy_from_geometry(df):
"""
Return a numpy array with two columns, where the
first holds the `x` geometry coordinate and the second
column holds the `y` geometry coordinate
"""
# NEW: use the centroid.x and centroid.y to support Polygon() and Point() geometries
x = df.geometry.centroi... | 27,906 |
def create_styled_figure(
title,
name=None,
tooltips=None,
plot_width=PLOT_WIDTH,
):
"""Return a styled, empty figure of predetermined height and width.
Args:
title (str): Title of the figure.
name (str): Name of the plot for later retrieval by bokeh. If not given the
... | 27,907 |
def multiNodeMultDiskStripTest():
"""
if you want to work from the monitoring vm: (remote option)
on monitoring vm do, to make sure there are keys & ssh-agent is loaded
js 'j.do.loadSSHAgent(createkeys=True)'
#now logout & back login into that node, this only needs to happen once
"""
... | 27,908 |
def render_text(string, padding=5, width=None, height=None,
size=12, font="Arial", fgcolor=(0, 0, 0), bgcolor=None):
"""
Render text to an image and return it
Not specifying bgcolor will give a transparent image, but that will take a *lot* more work to build.
Specifying a bgcolor, width... | 27,909 |
def pretty_spectrogram(d,log = True, thresh= 5, fft_size = 512, step_size = 64):
"""
creates a spectrogram
log: take the log of the spectrgram
thresh: threshold minimum power for log spectrogram
"""
specgram = np.abs(stft(d, fftsize=fft_size, step=step_size, real=False,
compute_onesided=... | 27,910 |
def check_for_win(position, board, player):
"""
check for wins on 3x3 board on rows,cols,diag,anti-diag
args: position (int 1-9, user input)
board (np.array 2d)
player ("X" or "O")
"""
#initialize win to False
win = False
#check win on rows
for row in board:
... | 27,911 |
def wrap_http_exception(app: FastAPI):
"""
https://doc.acrobits.net/api/client/intro.html#web-service-responses
"""
@app.exception_handler(StarletteHTTPException)
async def http_exception_handler(request, exc):
return JSONResponse({'message': exc.detail}, exc.status_code) | 27,912 |
def perm_2sample(group1, group2, nrand=10000, tail=0, paired=True):
# Take from JW's functions
"""
non-parametric permutation test (Efron & Tibshirani, 1998)
tail = 0 (test A~=B), 1 (test A>B), -1 (test A<B)
"""
a = group1
b = group2
ntra = len(a)
ntrb = len(b)
meana = np.mean(... | 27,913 |
def _merge_cols(blocks, out_blocks, blocks_shape, skip):
"""
Merges the blocks into a single list of blocks where each block has bn
as number of rows (the number of cols remains the same per block).
"""
bn, bm = blocks_shape
data = Array._merge_blocks(blocks)
for i in range(0, ceil(data.sha... | 27,914 |
def test_reorder_lrt_ltr_var_rpts():
"""
This reordering with variable repeats is not supported. In priciple
it is possible (TI1_R1, TI2_R1, TI2_R2, TI2_R3) but this seems unlikely
and is probably more likely an error
"""
d = np.zeros([5, 5, 5, 8])
for z in range(8): d[..., z] = z
img =... | 27,915 |
def softmax_op(node):
""" This function computes its softmax along an axis.
Parameters:
----
node : Node
Input variable.
Returns:
----
A new Node instance created by Op.
"""
return SoftmaxOp()(node) | 27,916 |
def test_module_attribute() -> None:
"""Ensure module attributes' signatures."""
assert hasattr(lmp.model, 'BaseModel')
assert hasattr(lmp.model, 'ElmanNet')
assert hasattr(lmp.model, 'LSTM1997')
assert hasattr(lmp.model, 'LSTM2000')
assert hasattr(lmp.model, 'LSTM2002')
assert hasattr(lmp.model, 'ALL_MOD... | 27,917 |
def test_adls_gen2_file_event_filepath_when_whole_file_mode_disabled(sdc_builder, sdc_executor, azure):
"""
We want to make sure that the filepath attribute of an event generated by the ADLS gen2 destination contains only
a file path and doesn't contain a schema. A misbehaviour normally happened before when... | 27,918 |
def full_chain():
"""
:return: Returns entire blockchain in memory (current_chain.blockchain)
"""
response = {
'chain': current_chain.blockchain,
'length': len(current_chain.blockchain),
}
return response, 200 | 27,919 |
def normalizer(x, mi, ma, eps=1e-20, dtype=np.float32):
"""
Number expression evaluation for normalization
Parameters
----------
x : np array of Image patch
mi : minimum input percentile value
ma : maximum input percentile value
eps: avoid dividing by zero
dtype: type of numpy array... | 27,920 |
def do(args):
""" Main Entry Point. """
build_worktree = qibuild.parsers.get_build_worktree(args)
sourceme = build_worktree.generate_sourceme()
print(sourceme)
return sourceme | 27,921 |
def policy_action(module,
state=None,
policy_name=None,
policy_arn=None,
policy_document=None,
path=None,
description=None):
"""
Execute the actions needed to bring the policy into the specified state.
... | 27,922 |
def GET_v1_metrics_location(days=1):
"""Return some data about the locations users have reported from.
"""
if days > 7:
days = 7
from_time = f'-{days}d'
locations = fetch_graphite_sum('*.geoip.*', from_time=from_time)
return jsonify(locations=locations) | 27,923 |
def present(*args, **kwargs):
"""
basically calls show if not embeded.
Kwargs:
max_rows, row_first, no_tile, monitor_num, percent_w, percent_h,
hide_toolbar
CommandLine:
python -m wbia.plottool.fig_presenter present
Example:
>>> # DISABLE_DOCTEST
>>> from w... | 27,924 |
def add_default_to_usage_help(
usage_help: str, default: str or int or float or bool
) -> str:
"""Adds default value to usage help string.
Args:
usage_help (str):
usage help for click option.
default (str or int or float):
default value as string for click option.
... | 27,925 |
def describe_deformation(el_disps, bfg):
"""
Describe deformation of a thin incompressible 2D membrane in 3D
space, composed of flat finite element faces.
The coordinate system of each element (face), i.e. the membrane
mid-surface, should coincide with the `x`, `y` axes of the `x-y`
plane.
... | 27,926 |
def remove_emails(text):
"""Returns A String with the emails removed """
result = re.sub(EMAIL_REGEX, "", text)
return result | 27,927 |
def _fit_model_residual_with_radial(lmparams, star, self, interpfunc):
"""Residual function for fitting individual profile parameters
:param lmparams: lmfit Parameters object
:param star: A Star instance.
:param self: PSF instance
:param interpfunc: The interpolation function
... | 27,928 |
def _whoami():
# type: () -> Tuple[str,str]
"""
Return the current operating system account as (username, fullname)
"""
username = getuser()
fullname = username
if GET_PW_NAM:
pwnam = getpwnam(username)
if pwnam:
fullname = pwnam.pw_gecos.split(",", 1)[0]
retu... | 27,929 |
def text_set_class(
set_class: Sequence,
) -> str:
"""Converts a set class into a string representing its interval vector.
"""
id_dict = {0: "one",
1: "two",
2: "three",
3: "four",
4: "five",
5: "six"}
result = ""
for i, el ... | 27,930 |
def Span_read(stream):
"""Read a span from an 88.1 protocol stream."""
start = Address_read(stream)
width = Offset_read(stream)
return Span(start, width) | 27,931 |
def analyze(label):
"""
Combination of the methods provided by ramanspectrum class.
"""
spec = ramanspectrum(label + '/data_' + label + '.txt', label = label)
spec.SelectSpectrum()
spec.SelectBaseline()
spec.SelectPeaks()
spec.FitSpectrum()
spec.SaveFitParams() | 27,932 |
def test_initial_states():
"""Check the initial state of all parsers."""
p = TextParser()
assert p is not None
p = MarkdownParser()
assert p is not None
p = HtmlParser()
assert p is not None
p = ReStructuredTextParser()
assert p is not None
p = AsciidocParser()
assert p i... | 27,933 |
def temp_database(tmpdir_factory):
""" Initalize the Database """
tmpdb = str(tmpdir_factory.mktemp('temp'))+"/testdb.sqlite"
return tmpdb | 27,934 |
def play_smithy(game):
"""
+3 Cards
"""
game.player_state.draw_cards(3) | 27,935 |
def walk_with_depth(
base_dir:str,
depth=1,
followlinks=True,
) -> Iterator[Tuple[str, List[str], List[str]]]:
"""Walk a directory with a max depth.
This is similar to os.walk except it has an optional maximum directory depth that it will walk
"""
base_dir = base_dir.rstrip(os.path.sep)
... | 27,936 |
def get_classes(pyfile_path):
"""
Obtiene las clases que están dentro de un fichero python
:param str pyfile_path: nombre del fichero a inspeccionar
:return: devuelve una lista con todas las clases dentro de un fichero python
:rtype: list
.. code-block:: python
>> get_classes('./data.... | 27,937 |
def transpose_outer_dimensions(outer_dimensions: ST_Type, diff_dimensions: ST_Type, ports_to_transpose: List) -> Kind:
"""
Transpose the outer dimensions of a set of ports, move them inside the diff dimensions. The outer dimensions
that are sseqs are the same for all elements, so treat as inner dimensions.
... | 27,938 |
def pad_or_clip_nd(tensor, output_shape):
"""Pad or Clip given tensor to the output shape.
Args:
tensor: Input tensor to pad or clip.
output_shape: A list of integers / scalar tensors (or None for dynamic dim)
representing the size to pad or clip each dimension of the input tensor.
Ret... | 27,939 |
def _hr_ensemble_plot_end_phase_annotation(ax: plt.Axes, data: pd.DataFrame, phase: str, i: int, **kwargs):
"""Add End Phase annotations to heart rate ensemble plot.
Parameters
----------
ax : :class:`matplotlib.axes.Axes`
axes object
data : :class:`~pandas.DataFrame`
data belonging... | 27,940 |
def dynamic_lstm(x, n_neuron, act_fn=tanh, seq_len=None):
""" assert x is batch_major, aka [batch, time, ...] """
cell_class = lstm
with tf.variable_scope("fw"):
cell_fw = cell_class(n_neuron, activation=act_fn, cell_clip=15.0)
o, s = tf.nn.dynamic_rnn(
cell_fw, x, seq_len, ... | 27,941 |
def ho2ax_single(ho):
"""Conversion from a single set of homochoric coordinates to an
un-normalized axis-angle pair :cite:`rowenhorst2015consistent`.
Parameters
----------
ho : numpy.ndarray
1D array of (x, y, z) as 64-bit floats.
Returns
-------
ax : numpy.ndarray
1D a... | 27,942 |
def construct():
"""Construct file to be used in graph."""
def add(data, br, km, year, events):
"""Calculate critical level and insert events and in data dict."""
if br not in data:
data[br] = {}
if km not in data[br]:
data[br][km] = {}
accidents = events.... | 27,943 |
def task_export_commit(request):
"""提交导出任务"""
try:
datas = json.loads(request.body.decode())
taskSetting = PlTaskSetting.objects.get(id=datas["params"]["id"])
try:
exportJob = PlExportJob.objects.get(task_setting_id=taskSetting.id)
except ObjectDoesNotExist:
... | 27,944 |
def getExceptionMessage(exceptionDetails: dict) -> str:
"""Get exception message from `exceptionDetails` object."""
exception = exceptionDetails.get('exception')
if exception:
return exception.get('description')
message = exceptionDetails.get('text', '')
stackTrace = exceptionDetails.get('st... | 27,945 |
def evaluate_by_net(net, input_fn, **kwargs):
"""encapsulate evaluate
"""
ret = evaluate(
graph=net.graph, sess=net.session,
fea_ph=net.features_ph, label_ph=net.labels_ph, outputs=net.outputs,
input_fn=input_fn, **kwargs
)
return ret | 27,946 |
def flush():
"""Try to flush all stdio buffers, both from python and from C."""
try:
sys.stdout.flush()
sys.stderr.flush()
except (AttributeError, ValueError, IOError):
pass | 27,947 |
def ordinate(values,maxrange,levels):
"""Ordinate values given a maximum data range and number of levels
Parameters:
1. values: an array of continuous values to ordinate
2. maxrange: the maximum data range. Values larger than this will be saturated.
3. levels: the number of levels at which valu... | 27,948 |
def is_start_state(state):
"""
Checks if the given state is a start state.
"""
return (state.g_pos.value == 0) and (state.theta.value == 'N') | 27,949 |
def days_in_month(year, month):
""" return number of days in that month in that year """
if not 1 <= month <= 12:
return 'Invalid Month'
if month == 2 and is_leap(year):
return 29
return month_days[month] | 27,950 |
def tmm_normal(fPath, bFilter=True):
"""
Function to obtain the Voom normal Count
Args:
fPath string Path with the raw counts
outPath string File output
bFilter Bool Bool to FIlter low expression genes
Returns:
tmm dataframe DataFrame with the log2(TMM) counts
... | 27,951 |
def StrainFitness(all_cix_series,
all_cntrl_sum,
debug_print=False):
"""
Args:
all_cix_series (pandas Series): The current experiment name column of values from all_df_used
length = nAllStrainsCentralGoodGenes
all_cntrl_sum... | 27,952 |
def np_to_base64(img_np):
"""
Convert numpy image (RGB) to base64 string
"""
img = Image.fromarray(img_np.astype("uint8"), "RGB")
buffered = BytesIO()
img.save(buffered, format="PNG")
return "data:image/png;base64," + base64.b64encode(
buffered.getvalue()).decode("ascii") | 27,953 |
def sample_unknown_parameters(_params, _n=None):
"""
AW - sample_unknown_parameters - Sample the parameters we do not fix and hence wish to marginalize over.
:param _params: SimpNameSp: dot accessible simple name space of simulation parameters.
:return: SimpNameSp: dot accessible simple name spac... | 27,954 |
def vector2Table (hdu, xlabel='wavelength',ylabel='flux') :
"""
Reads a 1-D vector from a FITS HDU into a Table.
If present, the wavelength scale is hopefully in a simple, linear WCS!
"""
hdr = hdu.header
if hdr['NAXIS'] != 1 :
logging.error ('vector2Table can only construct 1-D tables!')
return None
nw = hd... | 27,955 |
def subscribe(symbol: Text, app_name: str = "current_app") -> None:
"""订阅"""
if app_name == "current_app":
app = current_app
else:
app = get_app(app_name)
if not app.config.get("MD_FUNC"):
raise MarketError(message="行情功能未开启, 无法进行订阅")
app.market.subscribe(symbol) | 27,956 |
def get_zarr_size(fn):
"""Get size of zarr file excluding metadata"""
# Open file
grp = zarr.open_group(fn)
# Collect size
total = 0
for var in list(grp.keys()):
total += grp[var].nbytes_stored
return total | 27,957 |
def rotation_matrix(a, b):
""" Calculate rotation matrix M, such that Ma is aligned to b
Args:
a: Initial vector direction
b: Target direction
"""
# np.allclose might be safer here
if np.array_equal(a, b):
return np.eye(3)
# Allow cases where a,b are not unit vectors, s... | 27,958 |
def bind(filename=None, blockpairs=1):
""" Open a connection. If filename is not given or None, a filename
is chosen automatically. This function returns blockpairs number
of Writer, Reader pairs.
"""
# Open memory mapped file, deduced file size from number of blocks
size = HEAD_SIZE + blockpair... | 27,959 |
def tmp_trestle_dir(tmpdir: pathlib.Path) -> pathlib.Path:
"""Create and return a new trestle project directory using std tmpdir fixture.
Note that this fixture relies on the 'trestle init' command and therefore may
misbehave if there are errors in trestle init.
"""
pytest_cwd = pathlib.Path.cwd()
... | 27,960 |
def saveuserprefs():
""" Fetch the preferences of the current user in JSON form """
user = current_user()
j = request.get_json(silent=True)
# Return the user preferences in JSON form
uf = UserForm()
uf.init_from_dict(j)
err = uf.validate()
if err:
return jsonify(ok=False, err=e... | 27,961 |
def process_args(args):
""" Process the options got from get_args()
"""
args.input_dir = args.input_dir.strip()
if args.input_dir == '' or not os.path.exists(os.path.join(args.input_dir, 'model.meta')):
raise Exception("This scripts expects the input model was exist in '{0}' directory.".format(... | 27,962 |
def make_features(batch, side, data_type='text'):
"""
Args:
batch (Tensor): a batch of source or target data.
side (str): for source or for target.
data_type (str): type of the source input.
Options are [text|img|audio].
Returns:
A sequence of src/tgt tensors with... | 27,963 |
def page_dirs_to_file_name(page_dirs):
"""
[カテゴリ１,カテゴリ２,ページ]というディレクトリの配列状態になっているページパスを
「カテゴリ１_._カテゴリ２_._ページ」というファイル名形式に変換する。
:param page_dirs:
:return:
"""
file_name = ""
for page_dir in page_dirs:
if page_dir:
file_name = file_name + page_dir.strip() + '_._'
fil... | 27,964 |
def has_field(feature_class, field_name):
"""Returns true if the feature class has a field named field_name."""
for field in arcpy.ListFields(feature_class):
if field.name.lower() == field_name.lower():
return True
return False | 27,965 |
def test_connection_dialog_remembers_input_with_ssh_passphrase(
qtbot, connection_dialog_factory):
"""
Test that the dialog remembers the user's kernel connection
settings and ssh key passphrase when the user checks the
save checkbox.
"""
dlg = connection_dialog_factory.submit_filled_di... | 27,966 |
def avg_speed_over_time(file_path):
"""[Graphs average speed over time]
"""
# reads in activities df
df = pd.read_csv(file_path)
#Create new dataframe with only columns I care about
cols = ['name', 'upload_id', 'type', 'distance', 'moving_time',
'average_speed', 'max_speed','to... | 27,967 |
def process_settings(settings: AttrDict, params: T.Optional[T.Set[str]] = None, ignore: T.Iterable[str]=()) -> AttrDict:
"""
Process an dict-like input parameters, according to the rules specified in the
`Input parameter documentation <https://sqsgenerator.readthedocs.io/en/latest/input_parameters.html>`_.... | 27,968 |
def serialize_block(block: dict) -> Block:
"""Serialize raw block from dict to structured and filtered custom Block object
Parameters
----------
block : dict
Raw KV block data from gRPC response
Returns
-------
Block
Structured, custom defined Block object for more controll... | 27,969 |
def add_f08_to_env(env) -> None:
"""Add Builders and construction variables for f08 dialect."""
try:
F08Suffixes = env['F08FILESUFFIXES']
except KeyError:
F08Suffixes = ['.f08']
try:
F08PPSuffixes = env['F08PPFILESUFFIXES']
except KeyError:
F08PPSuffixes = []
Di... | 27,970 |
def repr_pandas_Series(series, _):
"""
This function can be configured by setting the `max_rows` attributes.
"""
from pandas import get_option
return series.to_string(
max_rows=repr_pandas_Series.max_rows,
name=series.name,
dtype=series.dtype,
length=get_option("disp... | 27,971 |
def convert_fmt(fmt):
"""rs.format to pyglet format string"""
return {
rs.format.rgb8: 'RGB',
rs.format.bgr8: 'BGR',
rs.format.rgba8: 'RGBA',
rs.format.bgra8: 'BGRA',
rs.format.y8: 'L',
}[fmt] | 27,972 |
def train_ALS(train_data, validation_data, num_iters, reg_param, ranks):
"""
Grid Search Function to select the best model based on RMSE of hold-out data
"""
# initial
min_error = float('inf')
best_rank = -1
best_regularization = 0
best_model = None
for rank in ranks:
for reg... | 27,973 |
def coral_command_bootstrap(tsinghua_mirror=False):
"""
Bootstrap the command by installing the dependencies.
"""
# pylint: disable=unused-variable
local_host = ssh_host.get_local_host(ssh=False)
log = clog.get_log(console_format=clog.FMT_NORMAL)
distro = local_host.sh_distro(log)
if dis... | 27,974 |
def parse_input_vspec (opts):
"""Parses input from vspec and returns excitation energies in the
form [energy, f], in eV and atomic units units, respectively."""
lines = sys.stdin.readlines ()
inside_data = False
roots = []
for l in lines:
if "<START>" in l:
try... | 27,975 |
def is_yaml_file(filename):
"""Return true if 'filename' ends in .yml or .yaml, and false otherwise."""
return os.path.splitext(filename)[1] in (".yaml", ".yml") | 27,976 |
def response_ack(**kwargs):
""" Policy-based provisioning of ACK value. """
try:
tlv, code, policy, post_c2c = kwargs["tlv"], kwargs["code"], kwargs["policy"], kwargs["post_c2c"]
new_tlv = copy.deepcopy(tlv)
if post_c2c is not True:
ret = policy.get_available_policy(... | 27,977 |
def is_file(path, use_sudo=False):
"""
Check if a path exists, and is a file.
"""
func = use_sudo and sudo or run
with settings(hide('running', 'warnings'), warn_only=True):
return func('[ -f "%(path)s" ]' % locals()).succeeded | 27,978 |
def test_p6():
""" Test some joint and conditional perplexities """
d = D(['00', '11'], [1/2]*2)
assert P(d) == pytest.approx(2)
assert P(d, [0], [1]) == pytest.approx(1)
assert P(d, [1], [0]) == pytest.approx(1) | 27,979 |
def component(project_dir, *args, **kwargs):
"""CLI for generate MLOps archetypes."""
try:
cwd = Path().cwd() / project_dir
Interface().component(cwd, *args, **kwargs)
except Exception as error:
logger.exception(error)
sys.exit(0) | 27,980 |
def bounded_random_walk(minval, maxval, delta_min, delta_max, T,
dtype=tf.float32, dim=1):
"""
Simulates a random walk with boundary conditions. Used for data augmentation
along entire tube.
Based on: https://stackoverflow.com/questions/48777345/vectorized-random-
... | 27,981 |
def validate_photo_url(photo_url, required=False):
"""Parses and validates the given URL string."""
if photo_url is None and not required:
return None
if not isinstance(photo_url, str) or not photo_url:
raise ValueError(
'Invalid photo URL: "{0}". Photo URL must be a non-empty '
... | 27,982 |
def to_flp(stipples, dpi=300, x_mm=0, y_mm=0, laser_pwr=35000,
ticks=500, base=100):
"""" Converts a set of stipples into a list of FLP packets
dpi is the image's DPI
x_mm and y_mm are the corner location of the image (default 0,0)
(where 0,0 is the center of the b... | 27,983 |
def GetSchema(component):
"""convience function for finding the parent XMLSchema instance.
"""
parent = component
while not isinstance(parent, XMLSchema):
parent = parent._parent()
return parent | 27,984 |
def save_status(filename: str, status: StatusList) -> None:
"""
ファイルにステータスを追記する
--------
:type status: StatusList
:param filename: 書き込むファイル名
:param status: 書き込むデータ
:return: None
"""
result = status.out_tuple()
with open(filename, mode='a', encoding="utf-8")as f:
writer ... | 27,985 |
def ranked_bots_query(alias="ranked_bots"):
"""
Builds a query that ranks all bots.
This is a function in case you need this as a subquery multiple times.
"""
return sqlalchemy.sql.select([
bots.c.user_id,
bots.c.id.label("bot_id"),
bots.c.mu,
bots.c.sigma,
b... | 27,986 |
def marathon_deployments_check(service):
"""Checks for consistency between deploy.yaml and the marathon yamls"""
the_return = True
pipeline_deployments = get_pipeline_config(service)
pipeline_steps = [step['instancename'] for step in pipeline_deployments]
pipeline_steps = [step for step in pipeline_... | 27,987 |
def get_book_info(book_id, books):
"""Obtain meta data of certain books.
:param book_id: Books to look up
:type: int or list of ints
:param books: Dataframe containing the meta data
:type: pandas dataframe
:return: Meta data for the book ids
:rtype: List[str], List[str], List[str]
"... | 27,988 |
def save_error_message(func):
"""
This function will work only if transition_entity is defined in kwargs and
transition_entity is instance of ErrorMessageMixin
"""
@functools.wraps(func)
def wrapped(*args, **kwargs):
try:
return func(*args, **kwargs)
except Exception ... | 27,989 |
def EMV(data,n=20,m=23):
"""
"""
def emv(high,low,vol,n=14):
MID = np.zeros(len(high))
MID[1:] = (np.array(high[1:])+np.array(low[1:])-np.array(high[:-1])-np.array(low[:-1]))/2.
BRO = np.array(vol)/(100000000.*(np.array(high)-np.array(low)))
EM = MID/BRO
return ta.S... | 27,990 |
def desired_directions(state: np.ndarray) -> Tuple[np.ndarray, np.ndarray]:
"""Given the current state and destination, compute desired direction."""
destination_vectors = state[:, 4:6] - state[:, 0:2]
directions, dist = normalize(destination_vectors)
return directions, dist | 27,991 |
def binary_repr(number, max_length = 1025):
"""
Return the binary representation of the input *number* as a
string.
This is more efficient than using :func:`base_repr` with base 2.
Increase the value of max_length for very large numbers. Note that
on 32-bit machines, 2**1023 is the largest int... | 27,992 |
def df_fc_overlap_9():
"""Scenario case with 3 sets of 2 overlapping fragments, bound to a common combination of 2 redundant fragments."""
mol = Chem.MolFromSmiles('NC1C(O)C(CCCC2CC2CCC2CC2)C1CCC1CC(C(N)C1O)C1CCC(O)C(N)C1')
return DataFrame([
['mol_fc_overlap_9', 'XXX', 'O1', 0, 'O1:0', ... | 27,993 |
def check_cal(es_url, es_index, id):
"""Query for calibration file with specified input ID."""
query = {
"query":{
"bool":{
"must": [
{ "term": { "_id": id } },
]
}
},
"fields": [],
}
if es_url.endswith... | 27,994 |
def mountpoint_create(name, size):
"""Service Layer to create mountpoint"""
mountpoint = MountPoint(name, size)
return mountpoint | 27,995 |
def test_torch_transform(ctx):
"""try using torch.Transform in combination with bgflow.Flow"""
torch.manual_seed(10)
x = torch.torch.randn(10, 3, **ctx)
flow = SequentialFlow([
TorchTransform(IndependentTransform(SigmoidTransform(), 1)),
TorchTransform(
AffineTransform(
... | 27,996 |
def test_get_desired_value():
"""Test that sensor returns correct desired value in different states."""
const = get_const("1.4")
sensor_id = 1
child_id = 0
value_type = const.SetReq.V_LIGHT_LEVEL
wrong_child_id = 100
wrong_value_type = 9999
sensor = Sensor(sensor_id)
sensor.add_chil... | 27,997 |
def test_halo_update_timer(
zeros_quantity_list,
communicator_list,
n_points_update,
n_points,
numpy,
subtests,
boundary_dict,
ranks_per_tile,
):
"""
test that halo update produces nonzero timings for all expected labels
"""
halo_updater_list = []
for communicator, qu... | 27,998 |
def install(user=False, symlink=False, overwrite=False, **kwargs):
"""Install the bqplot nbextension.
Parameters
----------
user: bool
Install for current user instead of system-wide.
symlink: bool
Symlink instead of copy (for development).
overwrite: bool
Overwrite pre... | 27,999 |
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