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rsheftel/raccoon
raccoon/utils.py
https://github.com/rsheftel/raccoon/blob/e5c4b5fb933b51f33aff11e8168c39790e9a7c75/raccoon/utils.py#L30-L53
def assert_series_equal(left, right, data_function=None, data_args=None): """ For unit testing equality of two Series. :param left: first Series :param right: second Series :param data_function: if provided will use this function to assert compare the df.data :param data_args: arguments to pass...
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For unit testing equality of two Series. :param left: first Series :param right: second Series :param data_function: if provided will use this function to assert compare the df.data :param data_args: arguments to pass to the data_function :return: nothing
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python
train
tensorflow/probability
tensorflow_probability/python/mcmc/diagnostic.py
https://github.com/tensorflow/probability/blob/e87fe34111d68c35db0f9eeb4935f1ece9e1a8f5/tensorflow_probability/python/mcmc/diagnostic.py#L203-L332
def potential_scale_reduction(chains_states, independent_chain_ndims=1, name=None): """Gelman and Rubin (1992)'s potential scale reduction for chain convergence. Given `N > 1` states from each of `C > 1` independent chains, the potential scale reduction...
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Gelman and Rubin (1992)'s potential scale reduction for chain convergence. Given `N > 1` states from each of `C > 1` independent chains, the potential scale reduction factor, commonly referred to as R-hat, measures convergence of the chains (to the same target) by testing for equality of means. Specifically, R...
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python
test
CiscoDevNet/webexteamssdk
webexteamssdk/utils.py
https://github.com/CiscoDevNet/webexteamssdk/blob/6fc2cc3557e080ba4b2a380664cb2a0532ae45cd/webexteamssdk/utils.py#L279-L283
def strptime(cls, date_string, format=WEBEX_TEAMS_DATETIME_FORMAT): """strptime with the Webex Teams DateTime format as the default.""" return super(WebexTeamsDateTime, cls).strptime( date_string, format ).replace(tzinfo=ZuluTimeZone())
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strptime with the Webex Teams DateTime format as the default.
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python
test
codeinn/vcs
vcs/cli.py
https://github.com/codeinn/vcs/blob/e6cd94188e9c36d273411bf3adc0584ac6ab92a0/vcs/cli.py#L108-L122
def get_command_class(self, cmd): """ Returns command class from the registry for a given ``cmd``. :param cmd: command to run (key at the registry) """ try: cmdpath = self.registry[cmd] except KeyError: raise CommandError("No such command %r" % cm...
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Returns command class from the registry for a given ``cmd``. :param cmd: command to run (key at the registry)
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python
train
brocade/pynos
pynos/versions/ver_6/ver_6_0_1/yang/ietf_netconf_monitoring.py
https://github.com/brocade/pynos/blob/bd8a34e98f322de3fc06750827d8bbc3a0c00380/pynos/versions/ver_6/ver_6_0_1/yang/ietf_netconf_monitoring.py#L173-L188
def netconf_state_schemas_schema_format(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") netconf_state = ET.SubElement(config, "netconf-state", xmlns="urn:ietf:params:xml:ns:yang:ietf-netconf-monitoring") schemas = ET.SubElement(netconf_state, "schemas") ...
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Auto Generated Code
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python
train
googlefonts/fontbakery
Lib/fontbakery/profiles/googlefonts.py
https://github.com/googlefonts/fontbakery/blob/b355aea2e619a4477769e060d24c32448aa65399/Lib/fontbakery/profiles/googlefonts.py#L2306-L2332
def com_google_fonts_check_metatada_canonical_style_names(ttFont, font_metadata): """METADATA.pb: Font styles are named canonically?""" from fontbakery.constants import MacStyle def find_italic_in_name_table(): for entry in ttFont["name"].names: if entry.nameID < 256 and "italic" in entry.string.decode...
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METADATA.pb: Font styles are named canonically?
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python
train
dereneaton/ipyrad
ipyrad/analysis/bucky.py
https://github.com/dereneaton/ipyrad/blob/5eeb8a178160f45faf71bf47cec4abe998a575d1/ipyrad/analysis/bucky.py#L269-L324
def run(self, steps=None, ipyclient=None, force=False, quiet=False): """ Submits an ordered list of jobs to a load-balancer to complete the following tasks, and reports a progress bar: (1) Write nexus files for each locus (2) Run mrBayes on each locus to get a posterior of gene ...
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Submits an ordered list of jobs to a load-balancer to complete the following tasks, and reports a progress bar: (1) Write nexus files for each locus (2) Run mrBayes on each locus to get a posterior of gene trees (3) Run mbsum (a bucky tool) on the posterior set of trees (4) Run ...
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python
valid
stephan-mclean/KickassTorrentsAPI
kat.py
https://github.com/stephan-mclean/KickassTorrentsAPI/blob/4d867a090c06ce95b9ed996b48092cb5bfe28bbd/kat.py#L37-L41
def _get_soup(page): """Return BeautifulSoup object for given page""" request = requests.get(page) data = request.text return bs4.BeautifulSoup(data)
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Return BeautifulSoup object for given page
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python
train
pgmpy/pgmpy
pgmpy/readwrite/PomdpX.py
https://github.com/pgmpy/pgmpy/blob/9381a66aba3c3871d3ccd00672b148d17d63239e/pgmpy/readwrite/PomdpX.py#L612-L624
def add_obs_function(self): """ add observation function tag to pomdpx model Return --------------- string containing the xml for observation function tag """ obs_function = self.model['obs_function'] for condition in obs_function: condprob = ...
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add observation function tag to pomdpx model Return --------------- string containing the xml for observation function tag
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python
train
vmware/pyvmomi
pyVim/connect.py
https://github.com/vmware/pyvmomi/blob/3ffcb23bf77d757175c0d5216ba9a25345d824cd/pyVim/connect.py#L278-L308
def ConnectNoSSL(host='localhost', port=443, user='root', pwd='', service="hostd", adapter="SOAP", namespace=None, path="/sdk", version=None, keyFile=None, certFile=None, thumbprint=None, b64token=None, mechanism='userpass'): """ Provides a standard method for co...
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Provides a standard method for connecting to a specified server without SSL verification. Useful when connecting to servers with self-signed certificates or when you wish to ignore SSL altogether. Will attempt to create an unverified SSL context and then connect via the Connect method.
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python
train
bambinos/bambi
bambi/models.py
https://github.com/bambinos/bambi/blob/b4a0ced917968bb99ca20915317417d708387946/bambi/models.py#L722-L724
def fixed_terms(self): '''Return dict of all and only fixed effects in model.''' return {k: v for (k, v) in self.terms.items() if not v.random}
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Return dict of all and only fixed effects in model.
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python
train
Equitable/trump
trump/orm.py
https://github.com/Equitable/trump/blob/a2802692bc642fa32096374159eea7ceca2947b4/trump/orm.py#L1406-L1419
def _final_data(self): """ Returns ------- A list of tuples representing rows from the datatable's index and final column, sorted accordingly. """ dtbl = self.datatable objs = object_session(self) if isinstance(dtbl, Table): ...
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Returns ------- A list of tuples representing rows from the datatable's index and final column, sorted accordingly.
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python
train
MostAwesomeDude/blackjack
blackjack.py
https://github.com/MostAwesomeDude/blackjack/blob/1346642e353719ab68c0dc3573aa33b688431bf8/blackjack.py#L206-L264
def delete(self, value, key): """ Delete a value from a tree. """ # Base case: The empty tree cannot possibly have the desired value. if self is NULL: raise KeyError(value) direction = cmp(key(value), key(self.value)) # Because we lean to the left, ...
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Delete a value from a tree.
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python
train
Neurita/boyle
boyle/nifti/mask.py
https://github.com/Neurita/boyle/blob/2dae7199849395a209c887d5f30506e1de8a9ad9/boyle/nifti/mask.py#L193-L241
def apply_mask_4d(image, mask_img): # , smooth_mm=None, remove_nans=True): """Read a Nifti file nii_file and a mask Nifti file. Extract the signals in nii_file that are within the mask, the mask indices and the mask shape. Parameters ---------- image: img-like object or boyle.nifti.NeuroImage ...
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Read a Nifti file nii_file and a mask Nifti file. Extract the signals in nii_file that are within the mask, the mask indices and the mask shape. Parameters ---------- image: img-like object or boyle.nifti.NeuroImage or str Can either be: - a file path to a Nifti image - any ...
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python
valid
heigeo/climata
climata/huc8/__init__.py
https://github.com/heigeo/climata/blob/2028bdbd40e1c8985b0b62f7cb969ce7dfa8f1bd/climata/huc8/__init__.py#L23-L46
def get_huc8(prefix): """ Return all HUC8s matching the given prefix (e.g. 1801) or basin name (e.g. Klamath) """ if not prefix.isdigit(): # Look up hucs by name name = prefix prefix = None for row in hucs: if row.basin.lower() == name.lower(): ...
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Return all HUC8s matching the given prefix (e.g. 1801) or basin name (e.g. Klamath)
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python
train
ibm-watson-data-lab/ibmseti
ibmseti/compamp.py
https://github.com/ibm-watson-data-lab/ibmseti/blob/3361bc0adb4770dc7a554ed7cda292503892acee/ibmseti/compamp.py#L81-L91
def headers(self): ''' This returns all headers in the data file. There should be one for each half_frame in the file (typically 129). ''' first_header = self.header() single_compamp_data = np.frombuffer(self.data, dtype=np.int8)\ .reshape((first_header['number_of_half_frames'], first_h...
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This returns all headers in the data file. There should be one for each half_frame in the file (typically 129).
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python
train
tBaxter/tango-happenings
build/lib/happenings/views.py
https://github.com/tBaxter/tango-happenings/blob/cb3c49ea39e0a6cef9c6ffb534c2fbf401139ba2/build/lib/happenings/views.py#L181-L199
def event_update_list(request, slug): """ Returns a list view of updates for a given event. If the event is over, it will be in chronological order. If the event is upcoming or still going, it will be in reverse chronological order. """ event = get_object_or_404(Event, slug=slug) updates...
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Returns a list view of updates for a given event. If the event is over, it will be in chronological order. If the event is upcoming or still going, it will be in reverse chronological order.
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python
valid
jbasko/configmanager
configmanager/sections.py
https://github.com/jbasko/configmanager/blob/1d7229ce367143c7210d8e5f0782de03945a1721/configmanager/sections.py#L496-L504
def is_default(self): """ ``True`` if values of all config items in this section and its subsections have their values equal to defaults or have no value set. """ for _, item in self.iter_items(recursive=True): if not item.is_default: return False ...
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``True`` if values of all config items in this section and its subsections have their values equal to defaults or have no value set.
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python
train
vicalloy/lbutils
lbutils/qs.py
https://github.com/vicalloy/lbutils/blob/66ae7e73bc939f073cdc1b91602a95e67caf4ba6/lbutils/qs.py#L28-L37
def get_sum(qs, field): """ get sum for queryset. ``qs``: queryset ``field``: The field name to sum. """ sum_field = '%s__sum' % field qty = qs.aggregate(Sum(field))[sum_field] return qty if qty else 0
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get sum for queryset. ``qs``: queryset ``field``: The field name to sum.
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python
train
bioasp/caspo
caspo/core/graph.py
https://github.com/bioasp/caspo/blob/a68d1eace75b9b08f23633d1fb5ce6134403959e/caspo/core/graph.py#L31-L45
def from_tuples(cls, tuples): """ Creates a graph from an iterable of tuples describing edges like (source, target, sign) Parameters ---------- tuples : iterable[(str,str,int))] Tuples describing signed and directed edges Returns ------- casp...
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Creates a graph from an iterable of tuples describing edges like (source, target, sign) Parameters ---------- tuples : iterable[(str,str,int))] Tuples describing signed and directed edges Returns ------- caspo.core.graph.Graph Created object inst...
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python
train
jd/tenacity
tenacity/compat.py
https://github.com/jd/tenacity/blob/354c40b7dc8e728c438668100dd020b65c84dfc6/tenacity/compat.py#L194-L212
def retry_dunder_call_accept_old_params(fn): """Decorate cls.__call__ method to accept old "retry" signature.""" @_utils.wraps(fn) def new_fn(self, attempt=_unset, retry_state=None): if retry_state is None: from tenacity import RetryCallState if attempt is _unset: ...
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Decorate cls.__call__ method to accept old "retry" signature.
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python
train
pypyr/pypyr-cli
pypyr/steps/echo.py
https://github.com/pypyr/pypyr-cli/blob/4003f999cd5eb030b4c7407317de728f5115a80f/pypyr/steps/echo.py#L8-L34
def run_step(context): """Simple echo. Outputs context['echoMe']. Args: context: dictionary-like. context is mandatory. context must contain key 'echoMe' context['echoMe'] will echo the value to logger. This logger could well be stdout. When you e...
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Simple echo. Outputs context['echoMe']. Args: context: dictionary-like. context is mandatory. context must contain key 'echoMe' context['echoMe'] will echo the value to logger. This logger could well be stdout. When you execute the pipeline, it should...
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python
train
great-expectations/great_expectations
great_expectations/data_asset/file_data_asset.py
https://github.com/great-expectations/great_expectations/blob/08385c40529d4f14a1c46916788aecc47f33ee9d/great_expectations/data_asset/file_data_asset.py#L147-L256
def expect_file_line_regex_match_count_to_be_between(self, regex, expected_min_count=0, expected_max_count=None, ...
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Expect the number of times a regular expression appears on each line of a file to be between a maximum and minimum value. Args: regex: \ A string that can be compiled as valid regular expression to match expected_min_count (None or nonnegative integer): \ ...
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python
train
SpockBotMC/SpockBot
spockbot/mcp/yggdrasil.py
https://github.com/SpockBotMC/SpockBot/blob/f89911551f18357720034fbaa52837a0d09f66ea/spockbot/mcp/yggdrasil.py#L123-L141
def invalidate(self): """ Invalidate access tokens with a client/access token pair Returns: dict: Empty or error dict """ endpoint = '/invalidate' payload = { 'accessToken': self.access_token, 'clientToken': self.client_token, ...
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Invalidate access tokens with a client/access token pair Returns: dict: Empty or error dict
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python
train
KarchinLab/probabilistic2020
prob2020/python/process_result.py
https://github.com/KarchinLab/probabilistic2020/blob/5d70583b0a7c07cfe32e95f3a70e05df412acb84/prob2020/python/process_result.py#L48-L90
def handle_oncogene_results(permutation_result, num_permutations): """Takes in output from multiprocess_permutation function and converts to a better formatted dataframe. Parameters ---------- permutation_result : list output from multiprocess_permutation Returns ------- permut...
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Takes in output from multiprocess_permutation function and converts to a better formatted dataframe. Parameters ---------- permutation_result : list output from multiprocess_permutation Returns ------- permutation_df : pd.DataFrame formatted output suitable to save
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python
train
cloudsmith-io/cloudsmith-cli
cloudsmith_cli/core/api/files.py
https://github.com/cloudsmith-io/cloudsmith-cli/blob/5bc245ca5d0bfa85380be48e7c206b4c86cc6c8e/cloudsmith_cli/core/api/files.py#L59-L87
def upload_file(upload_url, upload_fields, filepath, callback=None): """Upload a pre-signed file to Cloudsmith.""" upload_fields = list(six.iteritems(upload_fields)) upload_fields.append( ("file", (os.path.basename(filepath), click.open_file(filepath, "rb"))) ) encoder = MultipartEncoder(upl...
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Upload a pre-signed file to Cloudsmith.
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python
train
PGower/PyCanvas
pycanvas/apis/quizzes.py
https://github.com/PGower/PyCanvas/blob/68520005382b440a1e462f9df369f54d364e21e8/pycanvas/apis/quizzes.py#L19-L39
def list_quizzes_in_course(self, course_id, search_term=None): """ List quizzes in a course. Returns the list of Quizzes in this course. """ path = {} data = {} params = {} # REQUIRED - PATH - course_id """ID""" path["course_i...
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List quizzes in a course. Returns the list of Quizzes in this course.
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python
train
soasme/rio
rio/tasks.py
https://github.com/soasme/rio/blob/f722eb0ff4b0382bceaff77737f0b87cb78429e7/rio/tasks.py#L56-L105
def call_webhook(event, webhook, payload): """Build request from event,webhook,payoad and parse response.""" started_at = time() request = _build_request_for_calling_webhook(event, webhook, payload) logger.info('REQUEST %(uuid)s %(method)s %(url)s %(payload)s' % dict( uuid=str(event['uuid']), ...
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Build request from event,webhook,payoad and parse response.
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python
train
LionelR/pyair
pyair/stats.py
https://github.com/LionelR/pyair/blob/467e8a843ca9f882f8bb2958805b7293591996ad/pyair/stats.py#L21-L28
def df_quantile(df, nb=100): """Returns the nb quantiles for datas in a dataframe """ quantiles = np.linspace(0, 1., nb) res = pd.DataFrame() for q in quantiles: res = res.append(df.quantile(q), ignore_index=True) return res
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Returns the nb quantiles for datas in a dataframe
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python
valid
wroberts/pygermanet
pygermanet/germanet.py
https://github.com/wroberts/pygermanet/blob/1818c20a7e8c431c4cfb5a570ed0d850bb6dd515/pygermanet/germanet.py#L110-L115
def all_synsets(self): ''' A generator over all the synsets in the GermaNet database. ''' for synset_dict in self._mongo_db.synsets.find(): yield Synset(self, synset_dict)
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A generator over all the synsets in the GermaNet database.
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python
train
rajeevs1992/pyhealthvault
src/healthvaultlib/hvcrypto.py
https://github.com/rajeevs1992/pyhealthvault/blob/2b6fa7c1687300bcc2e501368883fbb13dc80495/src/healthvaultlib/hvcrypto.py#L44-L49
def i2osp(self, long_integer, block_size): 'Convert a long integer into an octet string.' hex_string = '%X' % long_integer if len(hex_string) > 2 * block_size: raise ValueError('integer %i too large to encode in %i octets' % (long_integer, block_size)) return a2b_hex(hex_stri...
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Convert a long integer into an octet string.
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python
train
PMEAL/porespy
porespy/io/__funcs__.py
https://github.com/PMEAL/porespy/blob/1e13875b56787d8f5b7ffdabce8c4342c33ba9f8/porespy/io/__funcs__.py#L116-L155
def to_palabos(im, filename, solid=0): r""" Converts an ND-array image to a text file that Palabos can read in as a geometry for Lattice Boltzmann simulations. Uses a Euclidean distance transform to identify solid voxels neighboring fluid voxels and labels them as the interface. Parameters ...
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r""" Converts an ND-array image to a text file that Palabos can read in as a geometry for Lattice Boltzmann simulations. Uses a Euclidean distance transform to identify solid voxels neighboring fluid voxels and labels them as the interface. Parameters ---------- im : ND-array The im...
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python
train
cackharot/suds-py3
suds/sax/attribute.py
https://github.com/cackharot/suds-py3/blob/7387ec7806e9be29aad0a711bea5cb3c9396469c/suds/sax/attribute.py#L124-L135
def resolvePrefix(self, prefix): """ Resolve the specified prefix to a known namespace. @param prefix: A declared prefix @type prefix: basestring @return: The namespace that has been mapped to I{prefix} @rtype: (I{prefix}, I{name}) """ ns = Namespace.defau...
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Resolve the specified prefix to a known namespace. @param prefix: A declared prefix @type prefix: basestring @return: The namespace that has been mapped to I{prefix} @rtype: (I{prefix}, I{name})
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python
train
WebarchivCZ/WA-KAT
src/wa_kat/templates/static/js/Lib/site-packages/wa_kat_main.py
https://github.com/WebarchivCZ/WA-KAT/blob/16d064a3a775dc1d2713debda7847ded52dd2a06/src/wa_kat/templates/static/js/Lib/site-packages/wa_kat_main.py#L210-L234
def start(cls, ev=None): """ Start the query to aleph by ISSN. """ ViewController.log_view.add("Beginning AlephReader request..") ViewController.issnbox_error.reset() issn = ViewController.issn.strip() # make sure, that `issn` was filled if not issn: ...
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Start the query to aleph by ISSN.
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python
train
albu/albumentations
albumentations/augmentations/bbox_utils.py
https://github.com/albu/albumentations/blob/b31393cd6126516d37a84e44c879bd92c68ffc93/albumentations/augmentations/bbox_utils.py#L55-L82
def filter_bboxes_by_visibility(original_shape, bboxes, transformed_shape, transformed_bboxes, threshold=0., min_area=0.): """Filter bounding boxes and return only those boxes whose visibility after transformation is above the threshold and minimal area of bounding box in pixels ...
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Filter bounding boxes and return only those boxes whose visibility after transformation is above the threshold and minimal area of bounding box in pixels is more then min_area. Args: original_shape (tuple): original image shape bboxes (list): original bounding boxes transformed_shape(tu...
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python
train
shaiguitar/snowclient.py
snowclient/api.py
https://github.com/shaiguitar/snowclient.py/blob/6bb513576d3b37612a7a4da225140d134f3e1c82/snowclient/api.py#L80-L89
def req(self, meth, url, http_data=''): """ sugar that wraps the 'requests' module with basic auth and some headers. """ self.logger.debug("Making request: %s %s\nBody:%s" % (meth, url, http_data)) req_method = getattr(requests, meth) return (req_method(url, ...
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sugar that wraps the 'requests' module with basic auth and some headers.
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python
train
ansible/tower-cli
tower_cli/cli/misc.py
https://github.com/ansible/tower-cli/blob/a2b151fed93c47725018d3034848cb3a1814bed7/tower_cli/cli/misc.py#L39-L64
def version(): """Display full version information.""" # Print out the current version of Tower CLI. click.echo('Tower CLI %s' % __version__) # Print out the current API version of the current code base. click.echo('API %s' % CUR_API_VERSION) # Attempt to connect to the Ansible Tower server. ...
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Display full version information.
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python
valid
ramrod-project/database-brain
schema/brain/queries/writes.py
https://github.com/ramrod-project/database-brain/blob/b024cb44f34cabb9d80af38271ddb65c25767083/schema/brain/queries/writes.py#L122-L137
def write_output(job_id, content, conn=None): """writes output to the output table :param job_id: <str> id of the job :param content: <str> output to write :param conn: """ output_job = get_job_by_id(job_id, conn) results = {} if output_job is not None: entry = { OUT...
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writes output to the output table :param job_id: <str> id of the job :param content: <str> output to write :param conn:
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python
train
HewlettPackard/python-hpOneView
hpOneView/oneview_client.py
https://github.com/HewlettPackard/python-hpOneView/blob/3c6219723ef25e6e0c83d44a89007f89bc325b89/hpOneView/oneview_client.py#L256-L270
def __set_proxy(self, config): """ Set proxy if needed Args: config: Config dict """ if "proxy" in config and config["proxy"]: proxy = config["proxy"] splitted = proxy.split(':') if len(splitted) != 2: raise ValueErr...
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Set proxy if needed Args: config: Config dict
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python
train
wummel/linkchecker
linkcheck/strformat.py
https://github.com/wummel/linkchecker/blob/c2ce810c3fb00b895a841a7be6b2e78c64e7b042/linkcheck/strformat.py#L279-L286
def strtimezone (): """Return timezone info, %z on some platforms, but not supported on all. """ if time.daylight: zone = time.altzone else: zone = time.timezone return "%+04d" % (-zone//SECONDS_PER_HOUR)
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Return timezone info, %z on some platforms, but not supported on all.
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python
train
gmr/rejected
rejected/mixins.py
https://github.com/gmr/rejected/blob/610a3e1401122ecb98d891b6795cca0255e5b044/rejected/mixins.py#L42-L50
def on_finish(self, exc=None): """Used to initiate the garbage collection""" super(GarbageCollector, self).on_finish(exc) self._cycles_left -= 1 if self._cycles_left <= 0: num_collected = gc.collect() self._cycles_left = self.collection_cycle LOGGER.de...
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Used to initiate the garbage collection
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python
train
emilyhorsman/socialauth
socialauth/authentication.py
https://github.com/emilyhorsman/socialauth/blob/2246a5b2cbbea0936a9b76cc3a7f0a224434d9f6/socialauth/authentication.py#L14-L60
def http_get_provider(provider, request_url, params, token_secret, token_cookie = None): '''Handle HTTP GET requests on an authentication endpoint. Authentication flow begins when ``params`` has a ``login`` key with a value of ``start``. For instance, ``/auth/twitter?login=start``. ...
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Handle HTTP GET requests on an authentication endpoint. Authentication flow begins when ``params`` has a ``login`` key with a value of ``start``. For instance, ``/auth/twitter?login=start``. :param str provider: An provider to obtain a user ID from. :param str request_url: The authentication endpoint/...
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python
valid
tcalmant/ipopo
pelix/ipopo/instance.py
https://github.com/tcalmant/ipopo/blob/2f9ae0c44cd9c34ef1a9d50837b3254e75678eb1/pelix/ipopo/instance.py#L667-L710
def __safe_validation_callback(self, event): # type: (str) -> Any """ Calls the ``@ValidateComponent`` or ``@InvalidateComponent`` callback, ignoring raised exceptions :param event: The kind of life-cycle callback (in/validation) :return: The callback result, or None ...
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python
train
marshmallow-code/webargs
src/webargs/core.py
https://github.com/marshmallow-code/webargs/blob/40cc2d25421d15d9630b1a819f1dcefbbf01ed95/src/webargs/core.py#L300-L323
def _get_schema(self, argmap, req): """Return a `marshmallow.Schema` for the given argmap and request. :param argmap: Either a `marshmallow.Schema`, `dict` of argname -> `marshmallow.fields.Field` pairs, or a callable that returns a `marshmallow.Schema` instance. :param ...
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Return a `marshmallow.Schema` for the given argmap and request. :param argmap: Either a `marshmallow.Schema`, `dict` of argname -> `marshmallow.fields.Field` pairs, or a callable that returns a `marshmallow.Schema` instance. :param req: The request object being parsed. :...
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python
train
cloudera/impyla
impala/_thrift_gen/hive_metastore/ThriftHiveMetastore.py
https://github.com/cloudera/impyla/blob/547fa2ba3b6151e2a98b3544301471a643212dc3/impala/_thrift_gen/hive_metastore/ThriftHiveMetastore.py#L2008-L2016
def drop_table(self, dbname, name, deleteData): """ Parameters: - dbname - name - deleteData """ self.send_drop_table(dbname, name, deleteData) self.recv_drop_table()
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Parameters: - dbname - name - deleteData
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python
train
hellysmile/django-activeurl
django_activeurl/utils.py
https://github.com/hellysmile/django-activeurl/blob/40d7f01b217641705fc5b7fe387e28e48ce332dc/django_activeurl/utils.py#L42-L68
def get_cache_key(content, **kwargs): '''generate cache key''' cache_key = '' for key in sorted(kwargs.keys()): cache_key = '{cache_key}.{key}:{value}'.format( cache_key=cache_key, key=key, value=kwargs[key], ) cache_key = '{content}{cache_key}'.forma...
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generate cache key
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python
train
KrishnaswamyLab/PHATE
Python/phate/vne.py
https://github.com/KrishnaswamyLab/PHATE/blob/346a4597dcfc523f8bef99bce482e677282b6719/Python/phate/vne.py#L52-L139
def find_knee_point(y, x=None): """ Returns the x-location of a (single) knee of curve y=f(x) Parameters ---------- y : array, shape=[n] data for which to find the knee point x : array, optional, shape=[n], default=np.arange(len(y)) indices of the data points of y, if ...
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Returns the x-location of a (single) knee of curve y=f(x) Parameters ---------- y : array, shape=[n] data for which to find the knee point x : array, optional, shape=[n], default=np.arange(len(y)) indices of the data points of y, if these are not in order and evenly spaced ...
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python
train
genialis/resolwe
resolwe/flow/signals.py
https://github.com/genialis/resolwe/blob/f7bb54932c81ec0cfc5b5e80d238fceaeaa48d86/resolwe/flow/signals.py#L39-L42
def delete_entity(sender, instance, **kwargs): """Delete Entity when last Data object is deleted.""" # 1 means that the last Data object is going to be deleted. Entity.objects.annotate(num_data=Count('data')).filter(data=instance, num_data=1).delete()
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Delete Entity when last Data object is deleted.
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python
train
librosa/librosa
librosa/sequence.py
https://github.com/librosa/librosa/blob/180e8e6eb8f958fa6b20b8cba389f7945d508247/librosa/sequence.py#L720-L864
def viterbi_binary(prob, transition, p_state=None, p_init=None, return_logp=False): '''Viterbi decoding from binary (multi-label), discriminative state predictions. Given a sequence of conditional state predictions `prob[s, t]`, indicating the conditional likelihood of state `s` being active conditiona...
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Viterbi decoding from binary (multi-label), discriminative state predictions. Given a sequence of conditional state predictions `prob[s, t]`, indicating the conditional likelihood of state `s` being active conditional on observation at time `t`, and a 2*2 transition matrix `transition` which encodes th...
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python
test
spacetelescope/stsci.tools
lib/stsci/tools/teal.py
https://github.com/spacetelescope/stsci.tools/blob/9a022503ad24ca54ce83331482dfa3ff6de9f403/lib/stsci/tools/teal.py#L304-L320
def _isInstalled(fullFname): """ Return True if the given file name is located in an installed area (versus a user-owned file) """ if not fullFname: return False if not os.path.exists(fullFname): return False instAreas = [] try: import site instAreas = site.getsitepackages() ...
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Return True if the given file name is located in an installed area (versus a user-owned file)
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python
train
AlexMathew/scrapple
scrapple/commands/generate.py
https://github.com/AlexMathew/scrapple/blob/eeb604601b155d6cc7e035855ff4d3f48f8bed74/scrapple/commands/generate.py#L28-L67
def execute_command(self): """ The generate command uses `Jinja2 <http://jinja.pocoo.org/>`_ templates \ to create Python scripts, according to the specification in the configuration \ file. The predefined templates use the extract_content() method of the \ :ref:`selector classes...
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The generate command uses `Jinja2 <http://jinja.pocoo.org/>`_ templates \ to create Python scripts, according to the specification in the configuration \ file. The predefined templates use the extract_content() method of the \ :ref:`selector classes <implementation-selectors>` to implement linea...
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python
train
coreGreenberet/homematicip-rest-api
homematicip/home.py
https://github.com/coreGreenberet/homematicip-rest-api/blob/d4c8df53281577e01709f75cacb78b1a5a1d00db/homematicip/home.py#L388-L401
def get_functionalHome(self, functionalHomeType: type) -> FunctionalHome: """ gets the specified functionalHome Args: functionalHome(type): the type of the functionalHome which should be returned Returns: the FunctionalHome or None if it couldn't be found...
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gets the specified functionalHome Args: functionalHome(type): the type of the functionalHome which should be returned Returns: the FunctionalHome or None if it couldn't be found
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python
train
omaraboumrad/mastool
mastool/practices.py
https://github.com/omaraboumrad/mastool/blob/0ec566de6717d03c6ec61affe5d1e9ff8d7e6ebd/mastool/practices.py#L55-L98
def find_assign_to_builtin(node): """Finds assigning to built-ins""" # The list of forbidden builtins is constant and not determined at # runtime anyomre. The reason behind this change is that certain # modules (like `gettext` for instance) would mess with the # builtins module making this practice...
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Finds assigning to built-ins
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python
train
shad7/tvrenamer
tasks.py
https://github.com/shad7/tvrenamer/blob/7fb59cb02669357e73b7acb92dcb6d74fdff4654/tasks.py#L199-L206
def publish(idx=None): """Publish packaged distributions to pypi index""" if idx is None: idx = '' else: idx = '-r ' + idx run('python setup.py register {}'.format(idx)) run('twine upload {} dist/*.whl dist/*.egg dist/*.tar.gz'.format(idx))
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Publish packaged distributions to pypi index
[ "Publish", "packaged", "distributions", "to", "pypi", "index" ]
python
train
benedictpaten/sonLib
bioio.py
https://github.com/benedictpaten/sonLib/blob/1decb75bb439b70721ec776f685ce98e25217d26/bioio.py#L188-L197
def popen(command, tempFile): """Runs a command and captures standard out in the given temp file. """ fileHandle = open(tempFile, 'w') logger.debug("Running the command: %s" % command) sts = subprocess.call(command, shell=True, stdout=fileHandle, bufsize=-1) fileHandle.close() if sts != 0: ...
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Runs a command and captures standard out in the given temp file.
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python
train
diux-dev/ncluster
ncluster/aws_util.py
https://github.com/diux-dev/ncluster/blob/2fd359621896717197b479c7174d06d80df1529b/ncluster/aws_util.py#L86-L94
def get_subnet_dict(): """Returns dictionary of "availability zone" -> subnet for current VPC.""" subnet_dict = {} vpc = get_vpc() for subnet in vpc.subnets.all(): zone = subnet.availability_zone assert zone not in subnet_dict, "More than one subnet in %s, why?" % (zone,) subnet_dict[zone] = subnet ...
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Returns dictionary of "availability zone" -> subnet for current VPC.
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python
train
UpCloudLtd/upcloud-python-api
upcloud_api/cloud_manager/firewall_mixin.py
https://github.com/UpCloudLtd/upcloud-python-api/blob/954b0ad7c4b932b2be31a95d88975f6b0eeac8ed/upcloud_api/cloud_manager/firewall_mixin.py#L64-L73
def configure_firewall(self, server, firewall_rule_bodies): """ Helper for calling create_firewall_rule in series for a list of firewall_rule_bodies. """ server_uuid, server_instance = uuid_and_instance(server) return [ self.create_firewall_rule(server_uuid, rule) ...
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Helper for calling create_firewall_rule in series for a list of firewall_rule_bodies.
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python
train
jjjake/internetarchive
internetarchive/api.py
https://github.com/jjjake/internetarchive/blob/7c0c71bfe52490927a37ade15bd09b2733fea660/internetarchive/api.py#L214-L297
def upload(identifier, files, metadata=None, headers=None, access_key=None, secret_key=None, queue_derive=None, verbose=None, verify=None, checksum=None, delete=None, retries=None, retries_sleep=None...
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Upload files to an item. The item will be created if it does not exist. :type identifier: str :param identifier: The globally unique Archive.org identifier for a given item. :param files: The filepaths or file-like objects to upload. This value can be an iterable or a single file-like ob...
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python
train
ArchiveTeam/wpull
wpull/protocol/ftp/command.py
https://github.com/ArchiveTeam/wpull/blob/ddf051aa3322479325ba20aa778cb2cb97606bf5/wpull/protocol/ftp/command.py#L206-L220
def size(self, filename: str) -> int: '''Get size of file. Coroutine. ''' yield from self._control_stream.write_command(Command('SIZE', filename)) reply = yield from self._control_stream.read_reply() self.raise_if_not_match('File size', ReplyCodes.file_status, reply) ...
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Get size of file. Coroutine.
[ "Get", "size", "of", "file", "." ]
python
train
streamlink/streamlink
src/streamlink_cli/main.py
https://github.com/streamlink/streamlink/blob/c8ed1daff14ac03195870238b9b900c1109dd5c1/src/streamlink_cli/main.py#L663-L682
def setup_args(parser, config_files=[], ignore_unknown=False): """Parses arguments.""" global args arglist = sys.argv[1:] # Load arguments from config files for config_file in filter(os.path.isfile, config_files): arglist.insert(0, "@" + config_file) args, unknown = parser.parse_known_...
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Parses arguments.
[ "Parses", "arguments", "." ]
python
test
hyperledger/indy-plenum
plenum/server/node.py
https://github.com/hyperledger/indy-plenum/blob/dcd144e238af7f17a869ffc9412f13dc488b7020/plenum/server/node.py#L3441-L3461
def addNewRole(self, txn): """ Adds a new client or steward to this node based on transaction type. """ # If the client authenticator is a simple authenticator then add verkey. # For a custom authenticator, handle appropriately. # NOTE: The following code should not be u...
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Adds a new client or steward to this node based on transaction type.
[ "Adds", "a", "new", "client", "or", "steward", "to", "this", "node", "based", "on", "transaction", "type", "." ]
python
train
twilio/twilio-python
twilio/rest/taskrouter/v1/workspace/task/__init__.py
https://github.com/twilio/twilio-python/blob/c867895f55dcc29f522e6e8b8868d0d18483132f/twilio/rest/taskrouter/v1/workspace/task/__init__.py#L38-L83
def stream(self, priority=values.unset, assignment_status=values.unset, workflow_sid=values.unset, workflow_name=values.unset, task_queue_sid=values.unset, task_queue_name=values.unset, evaluate_task_attributes=values.unset, ordering=values.unset, has_addons=v...
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Streams TaskInstance records from the API as a generator stream. This operation lazily loads records as efficiently as possible until the limit is reached. The results are returned as a generator, so this operation is memory efficient. :param unicode priority: Retrieve the list of all T...
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python
train
uw-it-aca/uw-restclients-canvas
uw_canvas/external_tools.py
https://github.com/uw-it-aca/uw-restclients-canvas/blob/9845faf33d49a8f06908efc22640c001116d6ea2/uw_canvas/external_tools.py#L31-L42
def get_external_tools_in_course(self, course_id, params={}): """ Return external tools for the passed canvas course id. https://canvas.instructure.com/doc/api/external_tools.html#method.external_tools.index """ url = COURSES_API.format(course_id) + "/external_tools" ex...
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Return external tools for the passed canvas course id. https://canvas.instructure.com/doc/api/external_tools.html#method.external_tools.index
[ "Return", "external", "tools", "for", "the", "passed", "canvas", "course", "id", "." ]
python
test
twilio/twilio-python
twilio/rest/preview/wireless/sim/__init__.py
https://github.com/twilio/twilio-python/blob/c867895f55dcc29f522e6e8b8868d0d18483132f/twilio/rest/preview/wireless/sim/__init__.py#L108-L145
def page(self, status=values.unset, iccid=values.unset, rate_plan=values.unset, e_id=values.unset, sim_registration_code=values.unset, page_token=values.unset, page_number=values.unset, page_size=values.unset): """ Retrieve a single page of SimInstance records from...
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Retrieve a single page of SimInstance records from the API. Request is executed immediately :param unicode status: The status :param unicode iccid: The iccid :param unicode rate_plan: The rate_plan :param unicode e_id: The e_id :param unicode sim_registration_code: The s...
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python
train
CamDavidsonPilon/lifelines
lifelines/plotting.py
https://github.com/CamDavidsonPilon/lifelines/blob/bdf6be6f1d10eea4c46365ee0ee6a47d8c30edf8/lifelines/plotting.py#L305-L379
def plot_lifetimes( durations, event_observed=None, entry=None, left_truncated=False, sort_by_duration=True, event_observed_color="#A60628", event_censored_color="#348ABD", **kwargs ): """ Returns a lifetime plot, see examples: https://lifelines.readthedocs.io/en/latest/Survival%...
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Returns a lifetime plot, see examples: https://lifelines.readthedocs.io/en/latest/Survival%20Analysis%20intro.html#Censoring Parameters ----------- durations: (n,) numpy array or pd.Series duration subject was observed for. event_observed: (n,) numpy array or pd.Series array of booleans: Tr...
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python
train
materialsproject/pymatgen
pymatgen/io/abinit/works.py
https://github.com/materialsproject/pymatgen/blob/4ca558cf72f8d5f8a1f21dfdfc0181a971c186da/pymatgen/io/abinit/works.py#L701-L713
def build(self, *args, **kwargs): """Creates the top level directory.""" # Create the directories of the work. self.indir.makedirs() self.outdir.makedirs() self.tmpdir.makedirs() # Build dirs and files of each task. for task in self: task.build(*args,...
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Creates the top level directory.
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python
train
pytroll/satpy
satpy/multiscene.py
https://github.com/pytroll/satpy/blob/1f21d20ac686b745fb0da9b4030d139893e066dd/satpy/multiscene.py#L250-L252
def crop(self, *args, **kwargs): """Crop the multiscene and return a new cropped multiscene.""" return self._generate_scene_func(self._scenes, 'crop', True, *args, **kwargs)
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Crop the multiscene and return a new cropped multiscene.
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python
train
jldantas/libmft
libmft/attribute.py
https://github.com/jldantas/libmft/blob/65a988605fe7663b788bd81dcb52c0a4eaad1549/libmft/attribute.py#L1852-L1867
def _from_binary_secd_header(cls, binary_stream): """See base class.""" ''' Revision number - 1 Padding - 1 Control flags - 2 Reference to the owner SID - 4 (offset relative to the header) Reference to the group SID - 4 (offset relative to the header) Reference to the DAC...
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See base class.
[ "See", "base", "class", "." ]
python
train
PatrikValkovic/grammpy
grammpy/transforms/UnitRulesRemove/find_symbols_reachable_by_unit_rules.py
https://github.com/PatrikValkovic/grammpy/blob/879ce0ef794ac2823acc19314fcd7a8aba53e50f/grammpy/transforms/UnitRulesRemove/find_symbols_reachable_by_unit_rules.py#L64-L74
def path_rules(self, from_symbol, to_symbol): # type: (Type[Nonterminal], Type[Nonterminal]) -> List[Type[Rule]] """ Get sequence of unit rules between first and second parameter. :param from_symbol: From which symbol. :param to_symbol: To which symbol. :return: Sequence ...
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Get sequence of unit rules between first and second parameter. :param from_symbol: From which symbol. :param to_symbol: To which symbol. :return: Sequence of unit rules. Empty sequence mean there is no way between them.
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python
train
Nic30/hwt
hwt/pyUtils/arrayQuery.py
https://github.com/Nic30/hwt/blob/8cbb399e326da3b22c233b98188a9d08dec057e6/hwt/pyUtils/arrayQuery.py#L117-L135
def groupedby(collection, fn): """ same like itertools.groupby :note: This function does not needs initial sorting like itertools.groupby :attention: Order of pairs is not deterministic. """ d = {} for item in collection: k = fn(item) try: arr = d[k] exc...
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same like itertools.groupby :note: This function does not needs initial sorting like itertools.groupby :attention: Order of pairs is not deterministic.
[ "same", "like", "itertools", ".", "groupby" ]
python
test
cloudera/cm_api
python/src/cm_api/endpoints/hosts.py
https://github.com/cloudera/cm_api/blob/5d2512375bd94684b4da36df9e0d9177865ffcbb/python/src/cm_api/endpoints/hosts.py#L47-L54
def get_all_hosts(resource_root, view=None): """ Get all hosts @param resource_root: The root Resource object. @return: A list of ApiHost objects. """ return call(resource_root.get, HOSTS_PATH, ApiHost, True, params=view and dict(view=view) or None)
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Get all hosts @param resource_root: The root Resource object. @return: A list of ApiHost objects.
[ "Get", "all", "hosts" ]
python
train
andreikop/qutepart
qutepart/syntax/parser.py
https://github.com/andreikop/qutepart/blob/109d76b239751318bcef06f39b2fbbf18687a40b/qutepart/syntax/parser.py#L948-L991
def highlightBlock(self, text, prevContextStack): """Parse block and return ParseBlockFullResult return (lineData, highlightedSegments) where lineData is (contextStack, textTypeMap) where textTypeMap is a string of textType characters """ if prevContextStack is not...
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Parse block and return ParseBlockFullResult return (lineData, highlightedSegments) where lineData is (contextStack, textTypeMap) where textTypeMap is a string of textType characters
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python
train
kejbaly2/metrique
metrique/utils.py
https://github.com/kejbaly2/metrique/blob/a10b076097441b7dde687949139f702f5c1e1b35/metrique/utils.py#L1003-L1037
def read_file(rel_path, paths=None, raw=False, as_list=False, as_iter=False, *args, **kwargs): ''' find a file that lives somewhere within a set of paths and return its contents. Default paths include 'static_dir' ''' if not rel_path: raise ValueError("rel_path can not ...
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find a file that lives somewhere within a set of paths and return its contents. Default paths include 'static_dir'
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python
train
Alignak-monitoring/alignak
alignak/external_command.py
https://github.com/Alignak-monitoring/alignak/blob/f3c145207e83159b799d3714e4241399c7740a64/alignak/external_command.py#L619-L673
def search_host_and_dispatch(self, host_name, command, extcmd): # pylint: disable=too-many-branches """Try to dispatch a command for a specific host (so specific scheduler) because this command is related to a host (change notification interval for example) :param host_name: host name t...
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Try to dispatch a command for a specific host (so specific scheduler) because this command is related to a host (change notification interval for example) :param host_name: host name to search :type host_name: str :param command: command line :type command: str :param ex...
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python
train
pvlib/pvlib-python
pvlib/iotools/midc.py
https://github.com/pvlib/pvlib-python/blob/2e844a595b820b43d1170269781fa66bd0ccc8a3/pvlib/iotools/midc.py#L67-L88
def format_index(data): """Create DatetimeIndex for the Dataframe localized to the timezone provided as the label of the second (time) column. Parameters ---------- data: Dataframe Must contain 'DATE (MM/DD/YYYY)' column, second column must be labeled with the timezone and contain t...
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Create DatetimeIndex for the Dataframe localized to the timezone provided as the label of the second (time) column. Parameters ---------- data: Dataframe Must contain 'DATE (MM/DD/YYYY)' column, second column must be labeled with the timezone and contain times in 'HH:MM' format. Re...
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python
train
iotile/coretools
iotilegateway/iotilegateway/supervisor/client.py
https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotilegateway/iotilegateway/supervisor/client.py#L408-L424
async def _on_status_change(self, update): """Update a service that has its status updated.""" info = update['payload'] new_number = info['new_status'] name = update['service'] if name not in self.services: return with self._state_lock: is_chang...
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Update a service that has its status updated.
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python
train
stevearc/dql
dql/engine.py
https://github.com/stevearc/dql/blob/e9d3aa22873076dae5ebd02e35318aa996b1e56a/dql/engine.py#L308-L342
def _run(self, tree): """ Run a query from a parse tree """ if tree.throttle: limiter = self._parse_throttle(tree.table, tree.throttle) self._query_rate_limit = limiter del tree["throttle"] return self._run(tree) if tree.action == "SELECT": ...
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Run a query from a parse tree
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python
train
bitesofcode/projex
projex/enum.py
https://github.com/bitesofcode/projex/blob/d31743ec456a41428709968ab11a2cf6c6c76247/projex/enum.py#L245-L253
def toSet(self, flags): """ Generates a flag value based on the given set of values. :param values: <set> :return: <int> """ return {key for key, value in self.items() if value & flags}
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Generates a flag value based on the given set of values. :param values: <set> :return: <int>
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python
train
pre-commit/pre-commit
pre_commit/parse_shebang.py
https://github.com/pre-commit/pre-commit/blob/72f98d26e690da11dc2e41861d14c58eb21930cb/pre_commit/parse_shebang.py#L62-L78
def normalize_cmd(cmd): """Fixes for the following issues on windows - https://bugs.python.org/issue8557 - windows does not parse shebangs This function also makes deep-path shebangs work just fine """ # Use PATH to determine the executable exe = normexe(cmd[0]) # Figure out the sheban...
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Fixes for the following issues on windows - https://bugs.python.org/issue8557 - windows does not parse shebangs This function also makes deep-path shebangs work just fine
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python
train
emory-libraries/eulxml
eulxml/xmlmap/core.py
https://github.com/emory-libraries/eulxml/blob/17d71c7d98c0cebda9932b7f13e72093805e1fe2/eulxml/xmlmap/core.py#L71-L96
def loadSchema(uri, base_uri=None): """Load an XSD XML document (specified by filename or URL), and return a :class:`lxml.etree.XMLSchema`. """ # uri to use for reporting errors - include base uri if any if uri in _loaded_schemas: return _loaded_schemas[uri] error_uri = uri if base...
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Load an XSD XML document (specified by filename or URL), and return a :class:`lxml.etree.XMLSchema`.
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python
train
timothyb0912/pylogit
pylogit/mixed_logit_calcs.py
https://github.com/timothyb0912/pylogit/blob/f83b0fd6debaa7358d87c3828428f6d4ead71357/pylogit/mixed_logit_calcs.py#L351-L475
def calc_mixed_logit_gradient(params, design_3d, alt_IDs, rows_to_obs, rows_to_alts, rows_to_mixers, choice_vector, ...
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Parameters ---------- params : 1D ndarray. All elements should by ints, floats, or longs. Should have 1 element for each utility coefficient being estimated (i.e. num_features + num_coefs_being_mixed). design_3d : 3D ndarray. All elements should be ints, floats, or longs. Sh...
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python
train
facetoe/zenpy
zenpy/lib/api.py
https://github.com/facetoe/zenpy/blob/34c54c7e408b9ed01604ddf8b3422204c8bf31ea/zenpy/lib/api.py#L930-L936
def organization_fields(self, organization): """ Retrieve the organization fields for this organization. :param organization: Organization object or id """ return self._query_zendesk(self.endpoint.organization_fields, 'organization_field', id=organization)
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Retrieve the organization fields for this organization. :param organization: Organization object or id
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python
train
ndrlslz/ternya
ternya/annotation.py
https://github.com/ndrlslz/ternya/blob/c05aec10029e645d63ff04313dbcf2644743481f/ternya/annotation.py#L82-L108
def cinder(*arg): """ Cinder annotation for adding function to process cinder notification. if event_type include wildcard, will put {pattern: function} into process_wildcard dict else will put {event_type: function} into process dict :param arg: event_type of notification """ check_event_...
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Cinder annotation for adding function to process cinder notification. if event_type include wildcard, will put {pattern: function} into process_wildcard dict else will put {event_type: function} into process dict :param arg: event_type of notification
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python
test
helixyte/everest
everest/batch.py
https://github.com/helixyte/everest/blob/70c9b93c3061db5cb62428349d18b8fb8566411b/everest/batch.py#L35-L46
def next(self): """ Returns the next batch for the batched sequence or `None`, if this batch is already the last batch. :rtype: :class:`Batch` instance or `None`. """ if self.start + self.size > self.total_size: result = None else: result ...
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Returns the next batch for the batched sequence or `None`, if this batch is already the last batch. :rtype: :class:`Batch` instance or `None`.
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python
train
apple/turicreate
deps/src/libxml2-2.9.1/python/libxml2.py
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/deps/src/libxml2-2.9.1/python/libxml2.py#L3922-L3931
def xpointerNewContext(self, doc, origin): """Create a new XPointer context """ if doc is None: doc__o = None else: doc__o = doc._o if origin is None: origin__o = None else: origin__o = origin._o ret = libxml2mod.xmlXPtrNewContext(doc__o, self._o, origin__o) if re...
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Create a new XPointer context
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python
train
satellogic/telluric
telluric/features.py
https://github.com/satellogic/telluric/blob/e752cd3ee71e339f79717e526fde362e80055d9e/telluric/features.py#L287-L301
def from_raster(cls, raster, properties, product='visual'): """Initialize a GeoFeature object with a GeoRaster Parameters ---------- raster : GeoRaster the raster in the feature properties : dict Properties. product : str product assoc...
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Initialize a GeoFeature object with a GeoRaster Parameters ---------- raster : GeoRaster the raster in the feature properties : dict Properties. product : str product associated to the raster
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python
train
QuantEcon/QuantEcon.py
quantecon/markov/core.py
https://github.com/QuantEcon/QuantEcon.py/blob/26a66c552f2a73967d7efb6e1f4b4c4985a12643/quantecon/markov/core.py#L389-L411
def _compute_stationary(self): """ Store the stationary distributions in self._stationary_distributions. """ if self.is_irreducible: if not self.is_sparse: # Dense stationary_dists = gth_solve(self.P).reshape(1, self.n) else: # Sparse ...
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Store the stationary distributions in self._stationary_distributions.
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python
train
SheffieldML/GPy
GPy/kern/src/ODE_t.py
https://github.com/SheffieldML/GPy/blob/54c32d79d289d622fb18b898aee65a2a431d90cf/GPy/kern/src/ODE_t.py#L92-L165
def update_gradients_full(self, dL_dK, X, X2=None): """derivative of the covariance matrix with respect to the parameters.""" X,slices = X[:,:-1],index_to_slices(X[:,-1]) if X2 is None: X2,slices2 = X,slices K = np.zeros((X.shape[0]...
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derivative of the covariance matrix with respect to the parameters.
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python
train
linuxsoftware/ls.joyous
ls/joyous/models/events.py
https://github.com/linuxsoftware/ls.joyous/blob/316283140ca5171a68ad3170a5964fdc89be0b56/ls/joyous/models/events.py#L1083-L1088
def _getFromDt(self): """ Get the datetime of the next event after or before now. """ myNow = timezone.localtime(timezone=self.tz) return self.__after(myNow) or self.__before(myNow)
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Get the datetime of the next event after or before now.
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python
train
weso/CWR-DataApi
cwr/parser/encoder/cwrjson.py
https://github.com/weso/CWR-DataApi/blob/f3b6ba8308c901b6ab87073c155c08e30692333c/cwr/parser/encoder/cwrjson.py#L57-L70
def _unicode_handler(obj): """ Transforms an unicode string into a UTF-8 equivalent. :param obj: object to transform into it's UTF-8 equivalent :return: the UTF-8 equivalent of the string """ try: result = obj.isoformat() except AttributeError: raise TypeError("Unserializabl...
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Transforms an unicode string into a UTF-8 equivalent. :param obj: object to transform into it's UTF-8 equivalent :return: the UTF-8 equivalent of the string
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python
train
btr1975/ipaddresstools
ipaddresstools/ipaddresstools.py
https://github.com/btr1975/ipaddresstools/blob/759e91b3fdf1e8a8eea55337b09f53a94ad2016e/ipaddresstools/ipaddresstools.py#L225-L246
def mcast_ip(ip_addr, return_tuple=True): """ Function to check if a address is multicast Args: ip_addr: Multicast IP address in the following format 239.1.1.1 return_tuple: Set to True it returns a IP, set to False returns True or False Returns: see return_tuple for return options ...
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Function to check if a address is multicast Args: ip_addr: Multicast IP address in the following format 239.1.1.1 return_tuple: Set to True it returns a IP, set to False returns True or False Returns: see return_tuple for return options
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python
train
manns/pyspread
pyspread/src/lib/vlc.py
https://github.com/manns/pyspread/blob/0e2fd44c2e0f06605efc3058c20a43a8c1f9e7e0/pyspread/src/lib/vlc.py#L4848-L4856
def libvlc_media_list_player_is_playing(p_mlp): '''Is media list playing? @param p_mlp: media list player instance. @return: true for playing and false for not playing \libvlc_return_bool. ''' f = _Cfunctions.get('libvlc_media_list_player_is_playing', None) or \ _Cfunction('libvlc_media_list...
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Is media list playing? @param p_mlp: media list player instance. @return: true for playing and false for not playing \libvlc_return_bool.
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python
train
Karaage-Cluster/karaage
karaage/datastores/ldap.py
https://github.com/Karaage-Cluster/karaage/blob/2f4c8b4e2d728b3fcbb151160c49000f1c04f5c9/karaage/datastores/ldap.py#L246-L259
def get_group_details(self, group): """ Get the group details. """ result = {} try: lgroup = self._get_group(group.name) lgroup = preload(lgroup, database=self._database) except ObjectDoesNotExist: return result for i, j in lgroup.items(): ...
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Get the group details.
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python
train
drastus/unicover
unicover/unicover.py
https://github.com/drastus/unicover/blob/4702d0151c63d525c25718a838396afe62302255/unicover/unicover.py#L83-L118
def chars(self, font, block): """ Analyses characters in single font or all fonts. """ if font: font_files = self._getFont(font) else: font_files = fc.query() code_points = self._getFontChars(font_files) if not block: blocks = ...
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Analyses characters in single font or all fonts.
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python
train
mfcloud/python-zvm-sdk
tools/sample.py
https://github.com/mfcloud/python-zvm-sdk/blob/de9994ceca764f5460ce51bd74237986341d8e3c/tools/sample.py#L71-L92
def capture_guest(userid): """Caputre a virtual machine image. Input parameters: :userid: USERID of the guest, last 8 if length > 8 Output parameters: :image_name: Image name that captured """ # check power state, if down, start it ret = sdk_client.send_request('guest_get_power_...
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Caputre a virtual machine image. Input parameters: :userid: USERID of the guest, last 8 if length > 8 Output parameters: :image_name: Image name that captured
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python
train
aboSamoor/polyglot
docs/sphinxext/github_link.py
https://github.com/aboSamoor/polyglot/blob/d0d2aa8d06cec4e03bd96618ae960030f7069a17/docs/sphinxext/github_link.py#L74-L87
def make_linkcode_resolve(package, url_fmt): """Returns a linkcode_resolve function for the given URL format revision is a git commit reference (hash or name) package is the name of the root module of the package url_fmt is along the lines of ('https://github.com/USER/PROJECT/' ...
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Returns a linkcode_resolve function for the given URL format revision is a git commit reference (hash or name) package is the name of the root module of the package url_fmt is along the lines of ('https://github.com/USER/PROJECT/' 'blob/{revision}/{package}/' ...
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python
train
inveniosoftware-attic/invenio-utils
invenio_utils/html.py
https://github.com/inveniosoftware-attic/invenio-utils/blob/9a1c6db4e3f1370901f329f510480dd8df188296/invenio_utils/html.py#L396-L401
def handle_attribute_value(self, value): """Check attribute. Especially designed for avoiding URLs in the form: javascript:myXSSFunction();""" if self.re_js.match(value) or self.re_vb.match(value): return '' return value
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Check attribute. Especially designed for avoiding URLs in the form: javascript:myXSSFunction();
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python
train
aleju/imgaug
imgaug/imgaug.py
https://github.com/aleju/imgaug/blob/786be74aa855513840113ea523c5df495dc6a8af/imgaug/imgaug.py#L1989-L2003
def postprocess(self, images, augmenter, parents): """ A function to be called after the augmentation of images was performed. Returns ------- (N,H,W,C) ndarray or (N,H,W) ndarray or list of (H,W,C) ndarray or list of (H,W) ndarray The input images, optionall...
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A function to be called after the augmentation of images was performed. Returns ------- (N,H,W,C) ndarray or (N,H,W) ndarray or list of (H,W,C) ndarray or list of (H,W) ndarray The input images, optionally modified.
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python
valid
carta/ldap_tools
src/ldap_tools/user.py
https://github.com/carta/ldap_tools/blob/7c039304a5abaf836c7afc35cf068b4471306264/src/ldap_tools/user.py#L41-L44
def show(self, username): """Return a specific user's info in LDIF format.""" filter = ['(objectclass=posixAccount)', "(uid={})".format(username)] return self.client.search(filter)
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Return a specific user's info in LDIF format.
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python
train
numba/llvmlite
llvmlite/ir/transforms.py
https://github.com/numba/llvmlite/blob/fcadf8af11947f3fd041c5d6526c5bf231564883/llvmlite/ir/transforms.py#L58-L64
def replace_all_calls(mod, orig, repl): """Replace all calls to `orig` to `repl` in module `mod`. Returns the references to the returned calls """ rc = ReplaceCalls(orig, repl) rc.visit(mod) return rc.calls
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Replace all calls to `orig` to `repl` in module `mod`. Returns the references to the returned calls
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python
train