content stringlengths 22 815k | id int64 0 4.91M |
|---|---|
def test_server_should_be_http_1_1(httpbin):
"""
The server should speak HTTP/1.1 since we live in the future, see issue #6
"""
resp = get_raw_http_response(httpbin.host, httpbin.port, '/get')
assert resp.startswith(b'HTTP/1.1') | 63,100 |
def remove_ephemeral_entry(self):
"""Return index of the new entry to be added.
The view must be in edit mode, with 'adding_new=True'.
We may or may not have included whatever the user entered as a new entry in 'body',
depending on whether what the user entered satisfies the entry syntax. If yes, then... | 63,101 |
def get_P_fan_rtd_C(V_fan_rtd_C):
"""(12)
Args:
V_fan_rtd_C: 定格冷房能力運転時の送風機の風量（m3/h）
Returns:
定格冷房能力運転時の送風機の消費電力（W）
"""
return 8.0 * (V_fan_rtd_C / 60) + 20.7 | 63,102 |
def start_session(message, websocket, metadata):
""" Marks the start of a logging session, and attaches metadata to the
WebSocket receiving the raw logs.
"""
for attribute, value in message.items():
metadata[attribute] = value
metadata['startTime'] = str(datetime.datetime.now()) | 63,103 |
def clear_dir(directory):
"""
Removes all files in the given directory.
@param directory: The path to the directory.
"""
for f in os.listdir(directory):
path = os.path.join(directory, f)
try:
if os.path.isfile(path):
os.unlink(path)
elif os.pa... | 63,104 |
def generate_timestamp(now=None):
"""Generate an enhanced CDBS-style uniqname."""
if now is None:
now = datetime.datetime.utcnow()
if now.year < 2016:
year = chr(now.year - 2015 + ord('z'))
elif 2016 <= now.year <= 2025:
year = chr(now.year - 2016 + ord('0'))
else:
... | 63,105 |
def crop_2d(pts2d, Prect, bounds):
"""
Expects 2D coordinate points and a dict of bounds of traffic signs
"""
min_x = bounds['x'] - bounds['w']
max_x = bounds['x'] + bounds['w']
min_y = bounds['y'] - bounds['h']
max_y = bounds['y'] + bounds['h']
# print(min_x)
# print(max_x)
# print(min_y)
# pri... | 63,106 |
def covid_mask_habit(A_1, A_2, D_inverse, a_1, t_2, t_3, b_1, b_2, p, alpha, beta, r, k, habit_p):
"""
Description
-----------
This funciton simulate the spread of two contagions on two different
networks, where contagions are correlated as described in the project
report.
... | 63,107 |
def _get_http() -> httplib2.Http:
""" Provides an authorized HTTP object, one per thread """
if not hasattr(_tls, "_HTTP") or _tls._HTTP is None:
http = httplib2.Http(timeout=_TIMEOUT)
# Use application default credentials to make the Firebase calls
# https://firebase.google.com/docs/ref... | 63,108 |
async def read_rental_states(connection=Depends(get_db)):
"""
Fetches rental price average per state forecasted for next 2 years
"""
query = f"""
SELECT state, price, date
FROM forecasted_rentals_states;
"""
df = pd.read_sql(query, connection)
if len(df) > 0... | 63,109 |
def list_deleted_matches():
"""Return paginated list of deleted matches.
Params:
page (int): Optional. Page number to return
"""
received = request.get_json()
if received:
page = received.get('page', 1)
else:
page = 1
# Query matches
per_page = current_app.confi... | 63,110 |
def api_post_by_id(id):
"""All user CRUD operations for one single post by ID"""
cursor = mysql.connection.cursor(MySQLdb.cursors.DictCursor)
if "lost" in id:
cursor.execute("SELECT * FROM lost_pets WHERE id=%s", [id])
else:
cursor.execute("SELECT * FROM found_pets WHERE id=%s", [i... | 63,111 |
def preprocess_ical(text: str) -> List[str]:
""" Removes VALARM ACTION:NONE from the iCal file (included in some events from Google Calendar)
"""
lines = text.splitlines()
new_lines = []
i = 0
try:
while i < len(lines):
if lines[i] != "BEGIN:VALARM" or lines[i + 1].replace(... | 63,112 |
def insert_to_GB_tree(tree, key):
"""
vstup: 'tree' korektni zelenomodry strom, do ktereho se ma vlozit novy uzel
'key' hodnota, ktera se ma vlozit do stromu 'tree'
vystup: nic, upravujeme primo vstupni strom
casova slozitost: O(h), kde 'h' je delka nejdelsi vetve od korene k listu
"""
... | 63,113 |
def yule_walker(X, order=1, method="unbiased", df=None, inv=False, demean=True):
"""
Estimate AR(p) parameters from a sequence X using Yule-Walker equation.
Unbiased or maximum-likelihood estimator (mle)
See, for example:
http://en.wikipedia.org/wiki/Autoregressive_moving_average_model
Param... | 63,114 |
def run_tests(name, arc):
"""
Builds, tests and saves an oscore or an edhoc static library for a specific
architecture. The tests are executed for libraries build with different
optimizations.
name: name of the library -- libuoscore.a or libuedhoc.a
arc: the name of the architecture (the Zephyr... | 63,115 |
def rtt_wrapper(args):
""" wrapper for path() that enables trouble shooting in worker and multiple args"""
try:
return rtt(*args)
except Exception:
logging.critical("Exception in worker.")
traceback.print_exc()
raise | 63,116 |
def generate_financial_amount_replacement(
token: Token,
financial_amounts_encountered: Dict,
percentage_financial_amount_variation: int,
) -> Tuple[str, Dict]:
"""
Generate replacements for an amount and currency based on previous amounts generated to
conserve coherence within document.
Pa... | 63,117 |
def command_seen(bot, user, channel, args):
"""Displays the last action by the given user"""
if not args:
return bot.say(channel, "Please provide a nick to search...")
table = get_table(bot, channel)
# Return the first match, there shouldn't be multiples anyway
user = table.find_one(nick=a... | 63,118 |
def decode_parameters(data):
"""
:code-block
'parameters': [{
'required': False,
'name': 'skip',
'allowEmptyValue': True,
'in': 'query',
'enum': [0, 1],
'type': 'integer',
'description': 'offset'
}]
"""
q... | 63,119 |
def rotate_180_bm8(bits: int) -> int:
"""
bit matrixの180度回転
Parameters
----------
bits : int
対象となるbit matrix
"""
return flip_horizontal_bm8(flip_vertical_bm8(bits)) | 63,120 |
def delete(url: str, data: dict, header: dict):
"""
Issue request
Param 1 - url
Param 2 - data
Param 3 - header
Return - response object
"""
res = requests.delete(url, json=data, headers=header)
ret = {'status_code': res.status_code}
try:
ret['response'] = res.json()
... | 63,121 |
def abspath_from_egg(egg, path):
"""Given a path relative to the egg root, find the absolute
filesystem path for that resource.
For instance this file's absolute path can be found invoking
`abspath_from_egg("dallinger", "dallinger/utils.py")`.
Returns a `pathlib.Path` object or None if the path was ... | 63,122 |
def update_config(args_opt):
"""
补全在config中的数据集路径
Args:
args_opt:
config:
Returns:
"""
if config.num_ssd_boxes == -1:
num = 0
h, w = config.img_shape
for i in range(len(config.steps)):
num += (h // config.steps[i]) * (w // config.steps[i]) * ... | 63,123 |
def get_tldname():
"""look in /etc/hosts or /etc/hostname to determine the top level domain to use
"""
basename = tldname = ''
with open('/etc/hosts') as hostsfile:
for line in hostsfile:
if not line.strip().startswith('127.0.0.1'):
continue
ipaddr, name =... | 63,124 |
def set_desc():
"""Handles 'mrlist setdesc'."""
mlist = List(client, args.list)
mlist.setDescription(args.description) | 63,125 |
def get_converter(content_type):
"""Returns converter object. All converter objects should have convert
method.
Parameters:
content_type
the type of content to check for a converter
"""
return CONVERTERS[content_type] | 63,126 |
def gcp_cli(parser):
"""
Extend a parser with the GCP options
"""
parser.add_argument("--bucket",
help="Storage account to write image to",
default=os.environ.get("GCP_BUCKET"))
parser.add_argument("--gce",
help="Use GCE as the ... | 63,127 |
def _add_asset_to_account(client, customer_id, price_asset_resource_name):
"""Adds a new Asset to the given user account.
Adding the Asset to an account allows it to serve in all campaigns under
that account.
Args:
client: an initialized GoogleAdsClient instance.
customer_id: a client ... | 63,128 |
def db_ok(monkeypatch):
"""Makes us think that our db is fine."""
monkeypatch.setattr("app.health.check_health",
mock.MagicMock(return_value=True)) | 63,129 |
def eq_enable(enable):
"""
是否使能音频播放器均衡功能。
:param enable(int): 是否使能均衡: 0表示不使能，1表示使能
:returns: 0: 成功，其他: 失败
:raises OSError: EINVAL
"""
pass | 63,130 |
def proper_case(package_name):
"""Properly case project name from pypi.org."""
# Hit the simple API.
r = _get_requests_session().get(
"https://pypi.org/pypi/{0}/json".format(package_name), timeout=0.3, stream=True
)
if not r.ok:
raise IOError(
"Unable to find package {0} ... | 63,131 |
def select_from(*args, **kwds):
"""
Returns :py:class:`~.Select` instance and passed arguments are used for list
of tables. Columns are set to `*`.
"""
return Select().from_(*args, **kwds) | 63,132 |
def configurable(setting):
"""Return a function that only gets called if a setting is enabled."""
def decorator(func):
@functools.wraps(func)
def _configurable(*args, **kwargs):
if settings[setting]:
return func(*args, **kwargs)
return _configurable
retu... | 63,133 |
def get_oss_fuzz_repo():
"""Clones a temporary copy of the OSS-Fuzz repo. Returns the path to the
repo."""
repo_name = 'oss-fuzz'
with tempfile.TemporaryDirectory() as tmp_dir:
repo_manager._clone(OSS_FUZZ_REPO_URL, tmp_dir, repo_name)
yield os.path.join(tmp_dir, repo_name) | 63,134 |
def rate_bucket(dataset, rate_low, rate_high):
"""Extract the movies within the specified ratings.
This function extracts all the movies that has rating between rate_low and high_rate.
Once you ahve extracted the movies, call the explore_data() to print first few rows.
Keyword arguments:... | 63,135 |
def copy(string: str, **kwargs: Any) -> None:
"""Copy given string into system clipboard."""
clip.SetText(string)
return | 63,136 |
def save_mrc(path, data, pixel_spacing):
"""
Save data in a mrc-file and set the pixel spacing with the `alterheader` command from IMOD.
Parameters
----------
path : str
Path of the new file.
data : array(float)
The data to save.
pixel_spacing : float
The pixel spaci... | 63,137 |
def get_attributes(sitk_image):
"""Get physical space attributes (meta-data) of the image."""
attributes = {}
attributes['orig_pixelid'] = sitk_image.GetPixelIDValue()
attributes['orig_origin'] = sitk_image.GetOrigin()
attributes['orig_direction'] = sitk_image.GetDirection()
attributes['orig_spa... | 63,138 |
def build_vocab(tokenized_src_trgs_pairs, opt):
"""Construct a vocabulary from tokenized lines."""
vocab = {}
for src_tokens, trgs_tokens in tokenized_src_trgs_pairs:
tokens = src_tokens + list(itertools.chain(*trgs_tokens))
for token in tokens:
if token not in vocab:
... | 63,139 |
def payback(cashflows):
"""The payback period refers to the length of time required
for an investment to have its initial cost recovered.
(This version accepts a list of cashflows)
>>> payback([-200.0, 60.0, 60.0, 70.0, 90.0])
3.1111111111111112
"""
investment, ca... | 63,140 |
def main():
"""Main function.
message is the message to encode or decode
cipher_key is the word to use as the key to the cipher
mode is set to encrypt or decrypt
"""
message = INPUT("What is the message you would like to use? ").replace(" ", "").lower()
cipher_key = INPUT("Input the key to b... | 63,141 |
def create_table(bqclient, table_id, schema, drop=True):
"""Creates a table (optionally drops if exists)"""
if drop:
try:
bqclient.delete_table(table_id)
_l.info(f'table {table_id} dropped')
except:
_l.debug(f'table {table_id} not found')
bqclient.create... | 63,142 |
def generate_postal_code(chance=None, variation=False, row=None):
"""
Function to generate the postal code of the profile.
Args:
chance: Integer between 1-100 used for realistic variation. (not required)
variation: Boolean value indicating whether variation is requested. (optional)
row: Comma delimited row f... | 63,143 |
def vector_by_axis(axis, origin):
"""
Create a vector along the specified axis.
:param str axis: Axis ('x', 'y', or 'z').
:param array_like origin: Origin of vector.
:return: Vector along specified axis.
:rtype: :class:`.Vector`
"""
if not isinstance(origin, Point):
origin = Po... | 63,144 |
def daily_statistics(cube, operator='mean'):
"""
Compute daily statistics.
Chunks time in daily periods and computes statistics over them;
Parameters
----------
cube: iris.cube.Cube
input cube.
operator: str, optional
Select operator to apply.
Available operators: ... | 63,145 |
def format_excel(writer, df_size):
""" Add Excel specific formatting to the workbook
df_size is a tuple representing the size of the dataframe - typically called
by df.shape -> (20,3)
"""
# Get the workbook and the summary sheet so we can add the formatting
workbook = writer.book
worksheet =... | 63,146 |
def checkChangeLog(message):
""" Check debian changelog for given message to be present.
"""
for line in open("debian/changelog"):
if line.startswith(" --"):
return False
if message in line:
return True
sys.exit("Error, didn't find in debian/changelog: '%s'" %... | 63,147 |
def is_symmetric(t):
"""
Returns True if the root of t is a symmetric node, and False otherwise. If t is a leaf, it returns True:
ex falso quodlibet.
:return: `bool` instance.
"""
return t.is_leaf() or \
all(isomorphic(t.children[0], ch) for ch in t.children[1:]) | 63,148 |
def fwdkin(robot, theta):
"""
Computes the pose of the robot tool flange based on a Robot object
and the joint angles.
:type robot: Robot
:param robot: The robot object containing kinematic information
:type theta: numpy.array
:param theta: N x 1 array of joint angles. Must ha... | 63,149 |
def load_balancers_shall_check_for_health() :
""" Check that load balancers have healthcheck activated """
result = ELB_TOOLS.list_load_balancers()
for lb in result :
logger.info(dumps(lb))
raise Exception('Load balancer found : finalize the keyword') | 63,150 |
def _locateNS(host=None, port=None, broadcast=True, hmac_key=None):
"""Get a proxy for a name server somewhere in the network."""
if host is None:
# first try localhost if we have a good chance of finding it there
if config.NS_HOST in ("localhost", "::1") or config.NS_HOST.startswith("127."):
... | 63,151 |
def broadcast_send_multi_dids(cmd, *args):
"""
:param cmd:支持“READ”,"WRITE","REPORT","NOTIFY"
:param args:gid1, gidtyp1,did1,value1,gid2,gidtyp2 did2,value2...gid1,gidtyp1,did和value顺序排列
"""
role = TestEngine.instance().get_default_role()
role.send_multi_dids(cmd, *args, taid=0xffffffff) | 63,152 |
def lstm_attention_decoder(inputs, hparams, train, name, initial_state,
encoder_outputs):
"""Run LSTM cell with attention on inputs of shape [batch x time x size]."""
def dropout_lstm_cell():
return tf.contrib.rnn.DropoutWrapper(
tf.nn.rnn_cell.BasicLSTMCell(hparams.hidden_si... | 63,153 |
def check_non_linearity(item: Any) -> bool:
"""Evaluates whether "item" is a torch module
:param item: variable to check
:return: boolean
"""
return isinstance(item(), nn.Module) if item is not None else True | 63,154 |
def mean_average_error(ground_truth, regression, verbose=False):
""" Computes the mean average error (MAE).
Args:
ground_truth (list or 1-dim ndarray): ground truth labels.
regression (list or 1-dim ndarray): label estimations. Must have the same length as the ground truth.
ver... | 63,155 |
def calcFlashThresholds(loSampleData, hiSampleData):
"""\
Analyses light sensor sample data and returns suggestions for the thresholds needed to detect the flashes.
:param loSampleData: list of sample values, where each value is the lowest seen during that sampling period
:param loSampleData: list ... | 63,156 |
def test_vector_arenstorf_orbit_add():
"""
Test __add__
"""
vector_arenstorf_orbit_1 = VectorArenstorfOrbit()
vector_arenstorf_orbit_1.y0 = 1
vector_arenstorf_orbit_1.y1 = 1
vector_arenstorf_orbit_1.y2 = 1
vector_arenstorf_orbit_1.y3 = 1
vector_arenstorf_orbit_2 = VectorArenstorfOrbi... | 63,157 |
def pmd_load_variance(pmd_map):
"""
Get load variance on a set of pmds.
Parameters
----------
pmd_map : dict
mapping of pmd id and its Dataif_Pmd object.
"""
pmd_load_list = list(map(lambda o: o.pmd_load, pmd_map.values()))
return util.variance(pmd_load_list) | 63,158 |
def to_QuPath(coords, labels, dstPath, dict, size):
""" Convierte los ndarrays 'coords' y 'labels' al formato necesario
para poder dibujar las anotaciones en QuPath.
Además guarda la salida en el fichero dstPath.
* dict -- diccionario que contiene como claves los enteros que representan
las etiqueta... | 63,159 |
def RDdispSurf(X, Y, P1, P2, P3, P4, opening, nu):
"""
RDdispSurf calculates surface displacements associated with a rectangular
dislocation in an elastic half-space.
"""
bx = opening
Vnorm = numpy.cross(P2-P1, P4-P1)
Vnorm = Vnorm/norm(Vnorm)
bX = bx*Vnorm[0]
bY = bx*Vnorm[1]
... | 63,160 |
def coerce_human_date(d, datemode = None):
"""Attempt to coerce d into a Python datetime.date
Generally d will have been retrieved from an excel
spreadsheet, so I expect it to be a string or an
excel date.
Args:
d - object to be coerced
... | 63,161 |
def check_vcf(variants):
"""Check if there are any problems with the vcf file
Args:
variants(iterable(cyvcf2.Variant))
Returns:
nr_variants(int)
"""
logger.info("Check if vcf is on correct format...")
nr_variants = 0
previous_pos = None
previ... | 63,162 |
def main():
""" operational function """
bst = BinarySearchTree()
for elem in [9, 5, 3, 10, 6, 1, 7, 4]:
bst.insert(elem)
preorder_traversal(bst.root)
print()
inorder_traversal(bst.root)
print()
postorder_traversal(bst.root)
print() | 63,163 |
def merge_partial_elements(element_list):
"""
merges model elements which collectively all define the model component,
mostly for multidimensional subscripts
Parameters
----------
element_list
Returns
-------
"""
outs = dict() # output data structure
# needed to preserve ... | 63,164 |
def test_get_master_listener_no_master_listener(get_os):
"""If there are no Listeners with name master-listener, return None"""
conn, lb = get_os
conn.load_balancer.find_load_balancer.return_value = default_data()
conn.load_balancer.find_listener.return_value = None
assert lb._get_master_listener()... | 63,165 |
def get_job_results(engagement_id: str, job_id: str):
"""Retrieve job results from S3 via authentication.
:param engagement_id: str -- the engagement id
:param job_id: str -- the job id to retrieve
:returns: dict -- the query results
"""
job_results = query_job(engagement_id, job_id)
if job... | 63,166 |
def has_external_refs(*args):
"""has_external_refs(func_t pfn, ea_t ea) -> bool"""
return _idaapi.has_external_refs(*args) | 63,167 |
def bw_scott(x):
"""
Scott's Rule of Thumb
Parameter
---------
x : array-like
Array for which to get the bandwidth
Returns
-------
bw : float
The estimate of the bandwidth
Notes
-----
Returns 1.059 * A * n ** (-1/5.)
A = min(std(x, ddof=1), IQR/1.349)
... | 63,168 |
def get_bibliography(soup, file_path):
"""Read in a soup object and a path to that object
on disk and return an object describing bibliographic
data for that record"""
bibliography_data = {}
labels = ["printings", "citations"]
bibliography = soup.find('div', {'id': 'Bibliographic'})
for o in bibliography... | 63,169 |
def read_as_base64(path: Union[str, Path]) -> str:
"""
Convert file contents into a base64 string
Args:
path: File path
Returns:
Base64 string
"""
content = Path(path).read_text()
return base64.b64encode(content.encode("utf-8")).decode("utf-8") | 63,170 |
def estimate_affine_matrix(x1, x2):
""" See https://github.com/YadiraF/face3d.
"""
x1 = x1.T; x2 = x2.T
assert(x2.shape[1] == x1.shape[1])
n = x2.shape[1]
assert(n >= 4)
mean = np.mean(x2, 1)
x2 = x2 - np.tile(mean[:, np.newaxis], [1, n])
average_norm = np.mean(np.sqrt(np... | 63,171 |
def get_verifiers(stage, test_block_config, sessions, expected):
"""Get one or more response validators for this stage
Args:
stage (dict): spec for this stage
test_block_config (dict): variables for this test run
sessions (dict): all available sessions
expected (dict): expected ... | 63,172 |
def calcTissueRatio(bird):
"""
Calculates proportion of whole tissue mass out of total body mass.
"""
for bird_id,bird_obj in bird.items():
tissue_r = {}
for tissue_type, tissue_obj in bird_obj.tissues.items():
key = tissue_type
value = float(tissue_obj.mass_total... | 63,173 |
def cms_scan(self):
"""
CMS component task
"""
blacklist = list(range(42, 55)) + [58, 106]
blacklist = [IPv4Network(f"147.251.{x}.0/24") for x in blacklist]
client = CMSClient(bolt=self.neo4j_addr, password=self.neo4j_passwd)
res = client.get_ips_and_domain_names().value()
stats = 0
... | 63,174 |
def immerge(images, row, col):
"""Merge images.
merge images into an image with (row * h) * (col * w)
`images` is in shape of N * H * W(* C=1 or 3)
"""
if images.ndim == 4:
c = images.shape[3]
elif images.ndim == 3:
c = 1
h, w = images.shape[1], images.shape[2]
if c > ... | 63,175 |
def tests(session, django):
"""Run test suite with pytest."""
# Skip tests for unsupported matrix values.
if session.python == "3.7" and django in (
"Django>=4.0a1,<5.0",
"https://github.com/django/django/archive/main.tar.gz",
):
session.skip("Unsupported Django version and pytho... | 63,176 |
def type_equals(e, t):
"""
Will always return true, assuming the types of
both are equal (which is checked in compare_object)
"""
return True | 63,177 |
def create_tenant() -> str:
"""Create Tenant."""
tenant, _ = Tenant.objects.get_or_create(name=TENANT_NAME)
tenant.validated_save()
return TENANT_NAME | 63,178 |
def c():
"""
CvPoint2D32f and CvPoint are just tuples. No point writing exercises.
""" | 63,179 |
def result_to_maybe(
result_container: Result[_ValueType, _ErrorType],
) -> Maybe[_ValueType]:
"""
Converts ``Result`` container to ``Maybe`` container.
.. code:: python
>>> from returns.maybe import Some, Nothing
>>> from returns.result import Failure, Success
>>> assert result_to_... | 63,180 |
def test_event_edit_button_not_rended_for_anon_user(client, stocking_events):
"""
A button or link to edit a stocking event should NOT be included
in the response for an anonymus user
"""
for event in stocking_events:
url = reverse(
"stocking:stocking-event-detail", kwargs={"s... | 63,181 |
def extract_archive(fname, targetdir=None, verbose=False):
"""Extract .zip, .exe (considered to be a zip archive) or .tar.gz archive
to a temporary directory (if targetdir is None).
Return the temporary directory path"""
if targetdir is None:
targetdir = _create_temp_dir()
else:
try:... | 63,182 |
def calculaterND(_ranking_k,_pro_k,items_n,proItems_n):
"""
Calculate the normalized difference of input ranking
:param _ranking_k: A permutation of k numbers that represents a ranking of k individuals,
e.g., [0, 3, 5, 2, 1, 4]. Each number is an identifier ... | 63,183 |
def point_to_rhino_point(pt): # type: (compas.geometry.Point) -> rg.Point3d
"""Convert :class:`compas.geometry.Point` to :class:`Rhino.Geometry.Point3d`."""
return rg.Point3d(*pt.data) | 63,184 |
def get_default_gateway():
""" Returns the default gateway """
octet_list = []
gw_from_route = None
f = open ('/proc/net/route', 'r')
for line in f:
words = line.split()
dest = words[1]
try:
if (int (dest) == 0):
gw_from_route = words[2]
... | 63,185 |
def parse_dict_items(s, label_col, val_col):
"""
Parse the dictionary embedded in a text
columns. The resulting data frame will
tuples.
This assumes the values in the dict are
integers. TODO: improve this.
Use this when the # of dictionary items
differs.
"""
s_split = s_split ... | 63,186 |
def nrmse(image, reference_image):
"""
Compute the normalized root mean square error between image and reference_image.
Args:
image: Calculated image
reference_image: Ground truth image
Returns:
Root mean square of (image - reference_image) divided by RMS of reference_image
"... | 63,187 |
def samples_create(request):
""" create new samples
"""
pass | 63,188 |
def get_known_transports():
"""Return a dictionary of all known transport mechanisms."""
if not hasattr(get_known_transports, "cache"):
setattr(
get_known_transports,
"cache",
{
e.name: e.load()
for e in pkg_resources.iter_entry_points(... | 63,189 |
def test_display():
"""
UC1701X LCD screen can draw and display an image.
"""
device = uc1701x(serial)
serial.reset_mock()
recordings = []
def data(data):
recordings.append({'data': data})
def command(*cmd):
recordings.append({'command': list(cmd)})
serial.command... | 63,190 |
def make_gif():
""" 制作一张GIF图片 """
def make_number_img(t):
size = (80, 60)
img = Image.new('RGB', size, (255, 255, 255))
# 创建Font对象:
# font = ImageFont.truetype('Arial.ttf', 36)
# 创建Draw对象:
draw = ImageDraw.Draw(img)
draw.text((35, 25), t, fill='red')
... | 63,191 |
def get_full_name(qt_ptr):
"""
Get full name of qt widget from pointer
Args:
qt_ptr (ptr): Pointer to QWidget
Returns:
(unicode): full name of qt widget
"""
return omUI.MQtUtil.fullName(long(qt_ptr)) | 63,192 |
def class_combinations(c, n, m=np.inf):
""" Generates an array of n-element combinations where each element is one of
the c classes (an integer). If m is provided and m < n^c, then instead of all
n^c combinations, m combinations are randomly sampled.
Arguments:
c {int} -- the number of classes
... | 63,193 |
def dropout(X, rate, test_mode=False):
"""
Applies dropout to input matrix X using the given dropout rate [0,1).
If test_mode is false, returns pair (Z, M) where Z = M * X and M is a
matrix of bernoulli trials (M.dtype is bool).
If test_mode is True, returns pair (Z, None) where Z = (1-rate)*... | 63,194 |
def read_config(config_file):
"""Reads a config XML file to find extra projects to add or remove.
Args:
config_file: The filename of the config XML.
Returns:
A tuple of (set of remove_projects, set of add_projects) from the config.
"""
root = ET.parse(config_file).getroot()
remove_projects = set(
... | 63,195 |
def get_side_effect_targets_fishers(drug_to_geneids, drug_to_side_effects, cutoff=0.2, correct_pvalues=True): # min_n_drug=5,
"""
cutoff: p-value or fdr cutoff (0.2)
correct_pvalues: apply multiple hypothesis testing (True)
(obselete) min_n_drug: Consider only side effects that are associated with at l... | 63,196 |
def set_active_design(oProject, designname):
"""
Set the active design.
Parameters
----------
oProject : pywin32 COMObject
The HFSS design upon which to operate.
designname : str
Name of the design to set as active.
Returns
-------
oDesign : pywin32 COMObjec... | 63,197 |
def to_fs_encoding(value):
"""
Convert an unicode value to a str in the filesystem encoding.
"""
if not isinstance(value, unicode):
raise TypeError("expected a unicode value")
return value.encode(sys.getfilesystemencoding()) | 63,198 |
def init_encoders():
"""
Initializes label and one hot encoders from sklearn. This is needed to avoid creating 2 encoder
objects for each encoded sequence.
:return: a tuple representing label_enoder, ohe_encoder
"""
integer_encoder = LabelEncoder()
one_hot_encoder = OneHotEncoder(sparse=Fals... | 63,199 |
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