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wandb/client
wandb/wandb_torch.py
https://github.com/wandb/client/blob/7d08954ed5674fee223cd85ed0d8518fe47266b2/wandb/wandb_torch.py#L78-L108
def add_log_hooks_to_pytorch_module(self, module, name=None, prefix='', log_parameters=True, log_gradients=True, log_freq=0): """ This instuments hooks into the pytorch module log_parameters - log parameters after a forward pass log_gradients - log gradients after a backward pass log_fre...
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This instuments hooks into the pytorch module log_parameters - log parameters after a forward pass log_gradients - log gradients after a backward pass log_freq - log gradients/parameters every N batches
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python
train
AndrewAnnex/SpiceyPy
spiceypy/spiceypy.py
https://github.com/AndrewAnnex/SpiceyPy/blob/fc20a9b9de68b58eed5b332f0c051fb343a6e335/spiceypy/spiceypy.py#L12130-L12150
def spkopn(filename, ifname, ncomch): """ Create a new SPK file, returning the handle of the opened file. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkopn_c.html :param filename: The name of the new SPK file to be created. :type filename: str :param ifname: The internal filename ...
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Create a new SPK file, returning the handle of the opened file. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkopn_c.html :param filename: The name of the new SPK file to be created. :type filename: str :param ifname: The internal filename for the SPK file. :type ifname: str :param...
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python
train
eddiejessup/spatious
spatious/vector.py
https://github.com/eddiejessup/spatious/blob/b7ae91bec029e85a45a7f303ee184076433723cd/spatious/vector.py#L185-L216
def sphere_pick_polar(d, n=1, rng=None): """Return vectors uniformly picked on the unit sphere. Vectors are in a polar representation. Parameters ---------- d: float The number of dimensions of the space in which the sphere lives. n: integer Number of samples to pick. Retur...
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Return vectors uniformly picked on the unit sphere. Vectors are in a polar representation. Parameters ---------- d: float The number of dimensions of the space in which the sphere lives. n: integer Number of samples to pick. Returns ------- r: array, shape (n, d) ...
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python
train
GoogleCloudPlatform/datastore-ndb-python
ndb/tasklets.py
https://github.com/GoogleCloudPlatform/datastore-ndb-python/blob/cf4cab3f1f69cd04e1a9229871be466b53729f3f/ndb/tasklets.py#L214-L227
def _init_flow_exceptions(): """Internal helper to initialize _flow_exceptions. This automatically adds webob.exc.HTTPException, if it can be imported. """ global _flow_exceptions _flow_exceptions = () add_flow_exception(datastore_errors.Rollback) try: from webob import exc except ImportError: ...
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Internal helper to initialize _flow_exceptions. This automatically adds webob.exc.HTTPException, if it can be imported.
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python
train
klahnakoski/pyLibrary
jx_elasticsearch/es52/setop.py
https://github.com/klahnakoski/pyLibrary/blob/fa2dcbc48fda8d26999baef400e9a98149e0b982/jx_elasticsearch/es52/setop.py#L409-L453
def es_query_proto(path, selects, wheres, schema): """ RETURN TEMPLATE AND PATH-TO-FILTER AS A 2-TUPLE :param path: THE NESTED PATH (NOT INCLUDING TABLE NAME) :param wheres: MAP FROM path TO LIST OF WHERE CONDITIONS :return: (es_query, filters_map) TUPLE """ output = None last_where = MA...
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RETURN TEMPLATE AND PATH-TO-FILTER AS A 2-TUPLE :param path: THE NESTED PATH (NOT INCLUDING TABLE NAME) :param wheres: MAP FROM path TO LIST OF WHERE CONDITIONS :return: (es_query, filters_map) TUPLE
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python
train
eventbrite/eventbrite-sdk-python
eventbrite/access_methods.py
https://github.com/eventbrite/eventbrite-sdk-python/blob/f2e5dc5aa1aa3e45766de13f16fd65722163d91a/eventbrite/access_methods.py#L792-L800
def get_user_owned_event_attendees(self, id, **data): """ GET /users/:id/owned_event_attendees/ Returns a :ref:`paginated <pagination>` response of :format:`attendees <attendee>`, under the key ``attendees``, of attendees visiting any of the events the user owns (events that woul...
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GET /users/:id/owned_event_attendees/ Returns a :ref:`paginated <pagination>` response of :format:`attendees <attendee>`, under the key ``attendees``, of attendees visiting any of the events the user owns (events that would be returned from ``/users/:id/owned_events/``)
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python
train
chaosim/dao
dao/builtins/terminal.py
https://github.com/chaosim/dao/blob/d7ba65c98ee063aefd1ff4eabb192d1536fdbaaa/dao/builtins/terminal.py#L59-L78
def char_on_predicate(compiler, cont, test): '''return current char and step if @test succeed, where @test: a python function with one argument, which tests on one char and return True or False @test must be registered with register_function''' test = test.interlang() text = compiler.new_var(il.C...
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return current char and step if @test succeed, where @test: a python function with one argument, which tests on one char and return True or False @test must be registered with register_function
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python
train
josiah-wolf-oberholtzer/uqbar
uqbar/sphinx/book.py
https://github.com/josiah-wolf-oberholtzer/uqbar/blob/eca7fefebbbee1e2ae13bf5d6baa838be66b1db6/uqbar/sphinx/book.py#L116-L128
def on_build_finished(app, exception): """ Hooks into Sphinx's ``build-finished`` event. """ if not app.config["uqbar_book_use_cache"]: return logger.info("") for row in app.connection.execute("SELECT path, hits FROM cache ORDER BY path"): path, hits = row if not hits: ...
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Hooks into Sphinx's ``build-finished`` event.
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python
train
manahl/arctic
arctic/arctic.py
https://github.com/manahl/arctic/blob/57e110b6e182dbab00e7e214dc26f7d9ec47c120/arctic/arctic.py#L328-L361
def get_library(self, library): """ Return the library instance. Can generally use slicing to return the library: arctic_store[library] Parameters ---------- library : `str` The name of the library. e.g. 'library' or 'user.library' """ if...
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Return the library instance. Can generally use slicing to return the library: arctic_store[library] Parameters ---------- library : `str` The name of the library. e.g. 'library' or 'user.library'
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python
train
shoebot/shoebot
shoebot/data/bezier.py
https://github.com/shoebot/shoebot/blob/d554c1765c1899fa25727c9fc6805d221585562b/shoebot/data/bezier.py#L340-L370
def _locate(self, t, segments=None): """ Locates t on a specific segment in the path. Returns (index, t, PathElement) A path is a combination of lines and curves (segments). The returned index indicates the start of the segment that contains point t. The returned ...
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Locates t on a specific segment in the path. Returns (index, t, PathElement) A path is a combination of lines and curves (segments). The returned index indicates the start of the segment that contains point t. The returned t is the absolute time on that segment, ...
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python
valid
ardexa/ardexaplugin
ardexaplugin.py
https://github.com/ardexa/ardexaplugin/blob/5068532f601ae3042bd87af1063057e8f274f670/ardexaplugin.py#L88-L108
def check_pidfile(pidfile, debug): """Check that a process is not running more than once, using PIDFILE""" # Check PID exists and see if the PID is running if os.path.isfile(pidfile): pidfile_handle = open(pidfile, 'r') # try and read the PID file. If no luck, remove it try: ...
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Check that a process is not running more than once, using PIDFILE
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python
valid
Jammy2211/PyAutoLens
autolens/data/array/grids.py
https://github.com/Jammy2211/PyAutoLens/blob/91e50369c7a9c048c83d217625578b72423cd5a7/autolens/data/array/grids.py#L123-L138
def grid_stack_from_mask_sub_grid_size_and_psf_shape(cls, mask, sub_grid_size, psf_shape): """Setup a grid-stack of grid_stack from a mask, sub-grid size and psf-shape. Parameters ----------- mask : Mask The mask whose unmasked pixels (*False*) are used to generate the grid-...
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Setup a grid-stack of grid_stack from a mask, sub-grid size and psf-shape. Parameters ----------- mask : Mask The mask whose unmasked pixels (*False*) are used to generate the grid-stack's grid_stack. sub_grid_size : int The size of a sub-pixel's sub-grid (sub_gr...
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python
valid
great-expectations/great_expectations
great_expectations/dataset/dataset.py
https://github.com/great-expectations/great_expectations/blob/08385c40529d4f14a1c46916788aecc47f33ee9d/great_expectations/dataset/dataset.py#L658-L719
def expect_column_values_to_be_between(self, column, min_value=None, max_value=None, allow_cross_type_comparisons=None, ...
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Expect column entries to be between a minimum value and a maximum value (inclusive). expect_column_values_to_be_between is a :func:`column_map_expectation <great_expectations.data_asset.dataset.Dataset.column_map_expectation>`. Args: column (str): \ The column name. ...
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python
train
IdentityPython/pysaml2
src/saml2/server.py
https://github.com/IdentityPython/pysaml2/blob/d3aa78eeb7d37c12688f783cb4db1c7263a14ad6/src/saml2/server.py#L221-L231
def parse_authn_request(self, enc_request, binding=BINDING_HTTP_REDIRECT): """Parse a Authentication Request :param enc_request: The request in its transport format :param binding: Which binding that was used to transport the message to this entity. :return: A request instan...
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Parse a Authentication Request :param enc_request: The request in its transport format :param binding: Which binding that was used to transport the message to this entity. :return: A request instance
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python
train
pmelchior/proxmin
examples/unmixing.py
https://github.com/pmelchior/proxmin/blob/60e49d90c67c46329cc1d3b5c484951dc8bd2c3f/examples/unmixing.py#L28-L30
def add_noise(Y, sigma): """Adds noise to Y""" return Y + np.random.normal(0, sigma, Y.shape)
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Adds noise to Y
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python
train
saltstack/salt
salt/modules/state.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/state.py#L2355-L2422
def event(tagmatch='*', count=-1, quiet=False, sock_dir=None, pretty=False, node='minion'): r''' Watch Salt's event bus and block until the given tag is matched .. versionadded:: 2016.3.0 .. versionchanged:: 2019.2.0 ``tagmatch`` can now be eith...
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r''' Watch Salt's event bus and block until the given tag is matched .. versionadded:: 2016.3.0 .. versionchanged:: 2019.2.0 ``tagmatch`` can now be either a glob or regular expression. This is useful for utilizing Salt's event bus from shell scripts or for taking simple actions directly f...
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python
train
etingof/pysnmp
pysnmp/hlapi/v3arch/asyncore/ntforg.py
https://github.com/etingof/pysnmp/blob/cde062dd42f67dfd2d7686286a322d40e9c3a4b7/pysnmp/hlapi/v3arch/asyncore/ntforg.py#L21-L174
def sendNotification(snmpEngine, authData, transportTarget, contextData, notifyType, *varBinds, **options): """Send SNMP notification. Based on passed parameters, prepares SNMP TRAP or INFORM notification (:RFC:`1905#section-4.2.6`) and schedules its transmission by I/O framework a...
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Send SNMP notification. Based on passed parameters, prepares SNMP TRAP or INFORM notification (:RFC:`1905#section-4.2.6`) and schedules its transmission by I/O framework at a later point of time. Parameters ---------- snmpEngine : :py:class:`~pysnmp.hlapi.SnmpEngine` Class instance rep...
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python
train
librosa/librosa
librosa/feature/utils.py
https://github.com/librosa/librosa/blob/180e8e6eb8f958fa6b20b8cba389f7945d508247/librosa/feature/utils.py#L119-L252
def stack_memory(data, n_steps=2, delay=1, **kwargs): """Short-term history embedding: vertically concatenate a data vector or matrix with delayed copies of itself. Each column `data[:, i]` is mapped to:: data[:, i] -> [data[:, i], data[:, i - delay], ...
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Short-term history embedding: vertically concatenate a data vector or matrix with delayed copies of itself. Each column `data[:, i]` is mapped to:: data[:, i] -> [data[:, i], data[:, i - delay], ... data[:, i - (n_steps-1)*delay]...
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python
test
jtwhite79/pyemu
pyemu/pst/pst_handler.py
https://github.com/jtwhite79/pyemu/blob/c504d8e7a4097cec07655a6318d275739bd8148a/pyemu/pst/pst_handler.py#L448-L462
def adj_par_names(self): """ get the adjustable (not fixed or tied) parameter names Returns ------- adj_par_names : list list of adjustable (not fixed or tied) parameter names """ adj_names = [] for t,n in zip(self.parameter_data.partrans, ...
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get the adjustable (not fixed or tied) parameter names Returns ------- adj_par_names : list list of adjustable (not fixed or tied) parameter names
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python
train
juju/python-libjuju
juju/client/_client5.py
https://github.com/juju/python-libjuju/blob/58f0011f4c57cd68830258952fa952eaadca6b38/juju/client/_client5.py#L3012-L3035
async def CreateModel(self, cloud_tag, config, credential, name, owner_tag, region): ''' cloud_tag : str config : typing.Mapping[str, typing.Any] credential : str name : str owner_tag : str region : str Returns -> typing.Union[_ForwardRef('Number'), str, t...
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cloud_tag : str config : typing.Mapping[str, typing.Any] credential : str name : str owner_tag : str region : str Returns -> typing.Union[_ForwardRef('Number'), str, typing.Sequence[~ModelMachineInfo], _ForwardRef('ModelMigrationStatus'), _ForwardRef('ModelSLAInfo'), _For...
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python
train
buildbot/buildbot_travis
buildbot_travis/steps/create_steps.py
https://github.com/buildbot/buildbot_travis/blob/350c657b7aabaf5bc6a9fdb55febdd9d8eabd60c/buildbot_travis/steps/create_steps.py#L84-L92
def setupEnvironment(self, cmd): """ Turn all build properties into environment variables """ shell.ShellCommand.setupEnvironment(self, cmd) env = {} for k, v in self.build.getProperties().properties.items(): env[str(k)] = str(v[0]) if cmd.args['env'] is None: ...
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Turn all build properties into environment variables
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python
train
linkhub-sdk/popbill.py
popbill/taxinvoiceService.py
https://github.com/linkhub-sdk/popbill.py/blob/68a0dd7f7a937603318e93be321fde73c50b96cc/popbill/taxinvoiceService.py#L514-L533
def sendToNTS(self, CorpNum, MgtKeyType, MgtKey, UserID=None): """ 국세청 즉시전송 args CorpNum : 회원 사업자 번호 MgtKeyType : 관리번호 유형 one of ['SELL','BUY','TRUSTEE'] MgtKey : 파트너 관리번호 UserID : 팝빌 회원아이디 return 처리결과. consi...
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국세청 즉시전송 args CorpNum : 회원 사업자 번호 MgtKeyType : 관리번호 유형 one of ['SELL','BUY','TRUSTEE'] MgtKey : 파트너 관리번호 UserID : 팝빌 회원아이디 return 처리결과. consist of code and message raise PopbillException
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python
train
vatlab/SoS
src/sos/utils.py
https://github.com/vatlab/SoS/blob/6b60ed0770916d135e17322e469520d778e9d4e7/src/sos/utils.py#L598-L608
def dehtml(text): '''Remove HTML tag in input text and format the texts accordingly. ''' try: parser = _DeHTMLParser() parser.feed(text) parser.close() return parser.text() except Exception as e: env.logger.warning(f'Failed to dehtml text: {e}') return tex...
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Remove HTML tag in input text and format the texts accordingly.
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python
train
tgalal/yowsup
yowsup/config/base/serialize.py
https://github.com/tgalal/yowsup/blob/b0739461ba962bf221fc76047d9d60d8ce61bc3e/yowsup/config/base/serialize.py#L6-L15
def serialize(self, config): """ :param config: :type config: yowsup.config.base.config.Config :return: :rtype: bytes """ for transform in self._transforms: config = transform.transform(config) return config
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:param config: :type config: yowsup.config.base.config.Config :return: :rtype: bytes
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python
train
Esri/ArcREST
src/arcrest/common/general.py
https://github.com/Esri/ArcREST/blob/ab240fde2b0200f61d4a5f6df033516e53f2f416/src/arcrest/common/general.py#L609-L636
def fromJSON(jsonValue): """returns a featureset from a JSON string""" jd = json.loads(jsonValue) features = [] if 'fields' in jd: fields = jd['fields'] else: fields = {'fields':[]} if 'features' in jd: for feat in jd['features']: ...
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returns a featureset from a JSON string
[ "returns", "a", "featureset", "from", "a", "JSON", "string" ]
python
train
mitsei/dlkit
dlkit/handcar/relationship/managers.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/handcar/relationship/managers.py#L535-L567
def get_relationship_admin_session_for_family(self, family_id=None): """Gets the ``OsidSession`` associated with the relationship administration service for the given family. arg: family_id (osid.id.Id): the ``Id`` of the ``Family`` return: (osid.relationship.RelationshipAdminSession) - a ...
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Gets the ``OsidSession`` associated with the relationship administration service for the given family. arg: family_id (osid.id.Id): the ``Id`` of the ``Family`` return: (osid.relationship.RelationshipAdminSession) - a ``RelationshipAdminSession`` raise: NotFound - no family ...
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python
train
klen/peewee_migrate
peewee_migrate/router.py
https://github.com/klen/peewee_migrate/blob/b77895ab1c9be3121bc127e0c2dfb047eed8b24c/peewee_migrate/router.py#L134-L168
def run_one(self, name, migrator, fake=True, downgrade=False, force=False): """Run/emulate a migration with given name.""" try: migrate, rollback = self.read(name) if fake: with mock.patch('peewee.Model.select'): with mock.patch('peewee.Query._...
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Run/emulate a migration with given name.
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python
train
DataONEorg/d1_python
lib_client/src/d1_client/cnclient.py
https://github.com/DataONEorg/d1_python/blob/3ac4d4f3ca052d3e8641a6a329cab526c8ddcb0d/lib_client/src/d1_client/cnclient.py#L100-L111
def getFormat(self, formatId, vendorSpecific=None): """See Also: getFormatResponse() Args: formatId: vendorSpecific: Returns: """ response = self.getFormatResponse(formatId, vendorSpecific) return self._read_dataone_type_response(response, 'ObjectFo...
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See Also: getFormatResponse() Args: formatId: vendorSpecific: Returns:
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python
train
gem/oq-engine
openquake/hmtk/plotting/seismicity/catalogue_plots.py
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hmtk/plotting/seismicity/catalogue_plots.py#L261-L342
def plot_magnitude_time_density( catalogue, mag_int, time_int, completeness=None, normalisation=False, logscale=True, bootstrap=None, xlim=[], ylim=[], filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): """ Creates a plot of magnitude-time density :param catalogue...
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Creates a plot of magnitude-time density :param catalogue: Earthquake catalogue as instance of :class: openquake.hmtk.seismicity.catalogue.Catalogue :param float mag_int: Width of the histogram for the magnitude bins :param float time_int: Width of the histogram for the time...
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python
train
ceph/ceph-deploy
ceph_deploy/config.py
https://github.com/ceph/ceph-deploy/blob/86943fcc454cd4c99a86e3493e9e93a59c661fef/ceph_deploy/config.py#L81-L111
def make(parser): """ Copy ceph.conf to/from remote host(s) """ config_parser = parser.add_subparsers(dest='subcommand') config_parser.required = True config_push = config_parser.add_parser( 'push', help='push Ceph config file to one or more remote hosts' ) config_pu...
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Copy ceph.conf to/from remote host(s)
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python
train
rsgalloway/grit
grit/server/git_http_backend.py
https://github.com/rsgalloway/grit/blob/e6434ad8a1f4ac5d0903ebad630c81f8a5164d78/grit/server/git_http_backend.py#L162-L212
def add(self, path, default_handler = None, **http_methods): """ Add a selector mapping. add(path, default_handler, **named_handlers) Adding order is important. Firt added = first matched. If you want to hand special case URI handled by one app and shorter versi...
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Add a selector mapping. add(path, default_handler, **named_handlers) Adding order is important. Firt added = first matched. If you want to hand special case URI handled by one app and shorter version of the same regex string by anoter app, .add() special case first. ...
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python
train
numenta/nupic
src/nupic/swarming/dummy_model_runner.py
https://github.com/numenta/nupic/blob/5922fafffdccc8812e72b3324965ad2f7d4bbdad/src/nupic/swarming/dummy_model_runner.py#L339-L349
def _loadDummyModelParameters(self, params): """ Loads all the parameters for this dummy model. For any paramters specified as lists, read the appropriate value for this model using the model index """ for key, value in params.iteritems(): if type(value) == list: index = self.modelIndex %...
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Loads all the parameters for this dummy model. For any paramters specified as lists, read the appropriate value for this model using the model index
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python
valid
klen/makesite
makesite/core.py
https://github.com/klen/makesite/blob/f6f77a43a04a256189e8fffbeac1ffd63f35a10c/makesite/core.py#L109-L114
def get_base_modules(): " Get list of installed modules. " return sorted(filter( lambda x: op.isdir(op.join(MOD_DIR, x)), listdir(MOD_DIR)))
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Get list of installed modules.
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python
train
vicalloy/lbutils
lbutils/qs.py
https://github.com/vicalloy/lbutils/blob/66ae7e73bc939f073cdc1b91602a95e67caf4ba6/lbutils/qs.py#L52-L72
def do_filter(qs, qdata, quick_query_fields=[], int_quick_query_fields=[]): """ auto filter queryset by dict. qs: queryset need to filter. qdata: quick_query_fields: int_quick_query_fields: """ try: qs = qs.filter( __gen_quick_query_params( qdata.get(...
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auto filter queryset by dict. qs: queryset need to filter. qdata: quick_query_fields: int_quick_query_fields:
[ "auto", "filter", "queryset", "by", "dict", "." ]
python
train
GeorgeArgyros/symautomata
symautomata/pdastring.py
https://github.com/GeorgeArgyros/symautomata/blob/f5d66533573b27e155bec3f36b8c00b8e3937cb3/symautomata/pdastring.py#L437-L501
def _stage(self, accepted, count=0): """This is a repeated state in the state removal algorithm""" new5 = self._combine_rest_push() new1 = self._combine_push_pop() new2 = self._combine_push_rest() new3 = self._combine_pop_rest() new4 = self._combine_rest_rest() ne...
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This is a repeated state in the state removal algorithm
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python
train
childsish/lhc-python
lhc/graph/hyper_graph.py
https://github.com/childsish/lhc-python/blob/0a669f46a40a39f24d28665e8b5b606dc7e86beb/lhc/graph/hyper_graph.py#L25-L31
def add_vertex(self, v): """ Add a vertex to the graph :param v: The vertex name. """ self.graph.add_vertex(v) self.vs.add(v)
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Add a vertex to the graph :param v: The vertex name.
[ "Add", "a", "vertex", "to", "the", "graph" ]
python
train
SHTOOLS/SHTOOLS
pyshtools/shclasses/shcoeffsgrid.py
https://github.com/SHTOOLS/SHTOOLS/blob/9a115cf83002df2ddec6b7f41aeb6be688e285de/pyshtools/shclasses/shcoeffsgrid.py#L2876-L2879
def _lons(self): """Return the longitudes (in degrees) of the gridded data.""" lons = _np.linspace(0.0, 360.0 - 360.0 / self.nlon, num=self.nlon) return lons
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Return the longitudes (in degrees) of the gridded data.
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python
train
gmr/rejected
rejected/mixins.py
https://github.com/gmr/rejected/blob/610a3e1401122ecb98d891b6795cca0255e5b044/rejected/mixins.py#L32-L40
def collection_cycle(self, value): """Set the number of messages to process before invoking ``gc.collect`` :param int value: Cycle size """ if value is not None: self._collection_cycle = value self._cycles_left = min(self._cycles_left, self._collection_cycle)
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Set the number of messages to process before invoking ``gc.collect`` :param int value: Cycle size
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python
train
TrafficSenseMSD/SumoTools
traci/_vehicle.py
https://github.com/TrafficSenseMSD/SumoTools/blob/8607b4f885f1d1798e43240be643efe6dccccdaa/traci/_vehicle.py#L989-L999
def setColor(self, vehID, color): """setColor(string, (integer, integer, integer, integer)) sets color for vehicle with the given ID. i.e. (255,0,0,0) for the color red. The fourth integer (alpha) is only used when drawing vehicles with raster images """ self._connection....
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setColor(string, (integer, integer, integer, integer)) sets color for vehicle with the given ID. i.e. (255,0,0,0) for the color red. The fourth integer (alpha) is only used when drawing vehicles with raster images
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python
train
PyGithub/PyGithub
github/Branch.py
https://github.com/PyGithub/PyGithub/blob/f716df86bbe7dc276c6596699fa9712b61ef974c/github/Branch.py#L243-L276
def edit_required_pull_request_reviews(self, dismissal_users=github.GithubObject.NotSet, dismissal_teams=github.GithubObject.NotSet, dismiss_stale_reviews=github.GithubObject.NotSet, require_code_owner_reviews=github.GithubObject.NotSet, required_approving_review_count=github.GithubObject.NotSet): """ :...
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:calls: `PATCH /repos/:owner/:repo/branches/:branch/protection/required_pull_request_reviews <https://developer.github.com/v3/repos/branches>`_ :dismissal_users: list of strings :dismissal_teams: list of strings :dismiss_stale_reviews: bool :require_code_owner_reviews: bool :requ...
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python
train
emc-openstack/storops
storops/unity/resource/replication_session.py
https://github.com/emc-openstack/storops/blob/24b4b13bf065c0ef0538dd0b5ebb8f25d24176bd/storops/unity/resource/replication_session.py#L159-L236
def create_with_dst_resource_provisioning( cls, cli, src_resource_id, dst_resource_config, max_time_out_of_sync, name=None, remote_system=None, src_spa_interface=None, src_spb_interface=None, dst_spa_interface=None, dst_spb_interface=None, dst_resource_element...
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Create a replication session along with destination resource provisioning. :param cli: the rest cli. :param src_resource_id: id of the replication source, could be lun/fs/cg. :param dst_resource_config: `UnityResourceConfig` object. The user chosen config for des...
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python
train
jaredLunde/vital-tools
vital/tools/__init__.py
https://github.com/jaredLunde/vital-tools/blob/ea924c9bbb6ec22aa66f8095f018b1ee0099ac04/vital/tools/__init__.py#L20-L32
def getattr_in(obj, name): """ Finds an in @obj via a period-delimited string @name. @obj: (#object) @name: (#str) |.|-separated keys to search @obj in .. obj.deep.attr = 'deep value' getattr_in(obj, 'obj.deep.attr') .. |'deep value'| """ for p...
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Finds an in @obj via a period-delimited string @name. @obj: (#object) @name: (#str) |.|-separated keys to search @obj in .. obj.deep.attr = 'deep value' getattr_in(obj, 'obj.deep.attr') .. |'deep value'|
[ "Finds", "an", "in" ]
python
train
klen/graphite-beacon
graphite_beacon/alerts.py
https://github.com/klen/graphite-beacon/blob/c1f071e9f557693bc90f6acbc314994985dc3b77/graphite_beacon/alerts.py#L259-L285
def load(self): """Load data from Graphite.""" LOGGER.debug('%s: start checking: %s', self.name, self.query) if self.waiting: self.notify('warning', 'Process takes too much time', target='waiting', ntype='common') else: self.waiting = True try: ...
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Load data from Graphite.
[ "Load", "data", "from", "Graphite", "." ]
python
train
numenta/nupic
src/nupic/regions/sp_region.py
https://github.com/numenta/nupic/blob/5922fafffdccc8812e72b3324965ad2f7d4bbdad/src/nupic/regions/sp_region.py#L750-L762
def getSpec(cls): """ Overrides :meth:`~nupic.bindings.regions.PyRegion.PyRegion.getSpec`. The parameters collection is constructed based on the parameters specified by the various components (spatialSpec, temporalSpec and otherSpec) """ spec = cls.getBaseSpec() s, o = _getAdditionalSpecs(s...
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Overrides :meth:`~nupic.bindings.regions.PyRegion.PyRegion.getSpec`. The parameters collection is constructed based on the parameters specified by the various components (spatialSpec, temporalSpec and otherSpec)
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python
valid
ejeschke/ginga
ginga/rv/plugins/PlotTable.py
https://github.com/ejeschke/ginga/blob/a78c893ec6f37a837de851947e9bb4625c597915/ginga/rv/plugins/PlotTable.py#L231-L235
def clear_plot(self): """Clear plot display.""" self.tab_plot.clear() self.tab_plot.draw() self.save_plot.set_enabled(False)
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Clear plot display.
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python
train
chimera0/accel-brain-code
Reinforcement-Learning/demo/demo_maze_deep_q_network.py
https://github.com/chimera0/accel-brain-code/blob/03661f6f544bed656269fcd4b3c23c9061629daa/Reinforcement-Learning/demo/demo_maze_deep_q_network.py#L166-L193
def observe_reward_value(self, state_arr, action_arr): ''' Compute the reward value. Args: state_arr: `np.ndarray` of state. action_arr: `np.ndarray` of action. Returns: Reward value. ''' if se...
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Compute the reward value. Args: state_arr: `np.ndarray` of state. action_arr: `np.ndarray` of action. Returns: Reward value.
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python
train
google/grumpy
third_party/pypy/_sre.py
https://github.com/google/grumpy/blob/3ec87959189cfcdeae82eb68a47648ac25ceb10b/third_party/pypy/_sre.py#L155-L181
def split(self, string, maxsplit=0): """Split string by the occurrences of pattern.""" splitlist = [] state = _State(string, 0, sys.maxint, self.flags) n = 0 last = state.start while not maxsplit or n < maxsplit: state.reset() state.string_position...
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Split string by the occurrences of pattern.
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python
valid
tradenity/python-sdk
tradenity/resources/customer_group.py
https://github.com/tradenity/python-sdk/blob/d13fbe23f4d6ff22554c6d8d2deaf209371adaf1/tradenity/resources/customer_group.py#L375-L395
def delete_customer_group_by_id(cls, customer_group_id, **kwargs): """Delete CustomerGroup Delete an instance of CustomerGroup by its ID. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.delete...
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Delete CustomerGroup Delete an instance of CustomerGroup by its ID. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.delete_customer_group_by_id(customer_group_id, async=True) >>> result = thre...
[ "Delete", "CustomerGroup" ]
python
train
emory-libraries/eulfedora
eulfedora/api.py
https://github.com/emory-libraries/eulfedora/blob/161826f3fdcdab4007f6fa7dfd9f1ecabc4bcbe4/eulfedora/api.py#L1077-L1085
def sparql_count(self, query, flush=None): """ Count results for a Sparql query. :param query: sparql query string :rtype: int """ return self.count_statements(query, language='sparql', type='tuples', flush=flush)
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Count results for a Sparql query. :param query: sparql query string :rtype: int
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python
train
getnikola/coil
coil/web.py
https://github.com/getnikola/coil/blob/80ef1827460b0691cf2c98351a14d88e235c9899/coil/web.py#L925-L935
def serve_assets(path): """Serve Nikola assets. This is meant to be used ONLY by the internal dev server. Please configure your web server to handle requests to this URL:: /assets/ => output/assets """ res = os.path.join(app.config['NIKOLA_ROOT'], _site.config["OUTPU...
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Serve Nikola assets. This is meant to be used ONLY by the internal dev server. Please configure your web server to handle requests to this URL:: /assets/ => output/assets
[ "Serve", "Nikola", "assets", "." ]
python
train
JoelBender/bacpypes
py25/bacpypes/constructeddata.py
https://github.com/JoelBender/bacpypes/blob/4111b8604a16fa2b7f80d8104a43b9f3e28dfc78/py25/bacpypes/constructeddata.py#L1483-L1504
def cast_out(self, klass): """Interpret the content as a particular class.""" if _debug: SequenceOfAny._debug("cast_out %r", klass) # make sure it is a list if not issubclass(klass, List): raise DecodingError("%r is not a list" % (klass,)) # build a helper h...
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Interpret the content as a particular class.
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python
train
edx/XBlock
xblock/fields.py
https://github.com/edx/XBlock/blob/368bf46e2c0ee69bbb21817f428c4684936e18ee/xblock/fields.py#L110-L117
def scopes(cls): """ Return a list of valid/understood class scopes. """ # Why do we need this? This should either # * Be bubbled to the places where it is used (AcidXBlock). # * Be automatic. Look for all members of a type. return [cls.USAGE, cls.DEFINITION, cls....
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Return a list of valid/understood class scopes.
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python
train
dwkim78/upsilon
upsilon/extract_features/extract_features.py
https://github.com/dwkim78/upsilon/blob/5f381453f26582ef56e62fb8fed7317ce67861af/upsilon/extract_features/extract_features.py#L510-L543
def slope_percentile(self, date, mag): """ Return 10% and 90% percentile of slope. Parameters ---------- date : array_like An array of phase-folded date. Sorted. mag : array_like An array of phase-folded magnitudes. Sorted by date. Return...
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Return 10% and 90% percentile of slope. Parameters ---------- date : array_like An array of phase-folded date. Sorted. mag : array_like An array of phase-folded magnitudes. Sorted by date. Returns ------- per_10 : float 10% pe...
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python
train
ajyoon/blur
blur/markov/node.py
https://github.com/ajyoon/blur/blob/25fcf083af112bb003956a7a7e1c6ff7d8fef279/blur/markov/node.py#L200-L232
def add_reciprocal_link(self, target, weight): """ Add links pointing in either direction between ``self`` and ``target``. This creates a ``Link`` from ``self`` to ``target`` and a ``Link`` from ``target`` to ``self`` of equal weight. If ``target`` is a list of ``Node`` 's, repe...
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Add links pointing in either direction between ``self`` and ``target``. This creates a ``Link`` from ``self`` to ``target`` and a ``Link`` from ``target`` to ``self`` of equal weight. If ``target`` is a list of ``Node`` 's, repeat this for each one. Args: target (Node or li...
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python
train
happyleavesaoc/python-motorparts
motorparts/__init__.py
https://github.com/happyleavesaoc/python-motorparts/blob/4a6b4dc72dd45524dd64a7a079478bd98c55215c/motorparts/__init__.py#L159-L165
def get_tow_guide(session, vehicle_index): """Get tow guide information.""" profile = get_profile(session) _validate_vehicle(vehicle_index, profile) return session.post(TOW_URL, { 'vin': profile['vehicles'][vehicle_index]['vin'] }).json()
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Get tow guide information.
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python
train
FNNDSC/med2image
med2image/systemMisc.py
https://github.com/FNNDSC/med2image/blob/638d5d230de47608af20f9764acf8e382c2bf2ff/med2image/systemMisc.py#L271-L324
def b10_convertFrom(anum10, aradix, *args): """ ARGS anum10 in number in base 10 aradix in convert <anum10> to number in base + <aradix> OPTIONAL forcelength in if nonzero, indicates the length ...
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ARGS anum10 in number in base 10 aradix in convert <anum10> to number in base + <aradix> OPTIONAL forcelength in if nonzero, indicates the length + of the return array. Useful ...
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python
train
qualisys/qualisys_python_sdk
qtm/qrt.py
https://github.com/qualisys/qualisys_python_sdk/blob/127d7eeebc2b38b5cafdfa5d1d0198437fedd274/qtm/qrt.py#L230-L236
async def start(self, rtfromfile=False): """Start RT from file. You need to be in control of QTM to be able to do this. """ cmd = "start" + (" rtfromfile" if rtfromfile else "") return await asyncio.wait_for( self._protocol.send_command(cmd), timeout=self._timeout )
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Start RT from file. You need to be in control of QTM to be able to do this.
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python
valid
junzis/pyModeS
pyModeS/decoder/bds/bds44.py
https://github.com/junzis/pyModeS/blob/8cd5655a04b08171a9ad5f1ffd232b7e0178ea53/pyModeS/decoder/bds/bds44.py#L121-L138
def p44(msg): """Static pressure. Args: msg (String): 28 bytes hexadecimal message string Returns: int: static pressure in hPa """ d = hex2bin(data(msg)) if d[34] == '0': return None p = bin2int(d[35:46]) # hPa return p
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Static pressure. Args: msg (String): 28 bytes hexadecimal message string Returns: int: static pressure in hPa
[ "Static", "pressure", "." ]
python
train
log2timeline/plaso
plaso/cli/psort_tool.py
https://github.com/log2timeline/plaso/blob/9c564698d2da3ffbe23607a3c54c0582ea18a6cc/plaso/cli/psort_tool.py#L102-L127
def _CheckStorageFile(self, storage_file_path): # pylint: disable=arguments-differ """Checks if the storage file path is valid. Args: storage_file_path (str): path of the storage file. Raises: BadConfigOption: if the storage file path is invalid. """ if os.path.exists(storage_file_pat...
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Checks if the storage file path is valid. Args: storage_file_path (str): path of the storage file. Raises: BadConfigOption: if the storage file path is invalid.
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python
train
nuagenetworks/bambou
bambou/nurest_fetcher.py
https://github.com/nuagenetworks/bambou/blob/d334fea23e384d3df8e552fe1849ad707941c666/bambou/nurest_fetcher.py#L256-L291
def fetch(self, filter=None, order_by=None, group_by=[], page=None, page_size=None, query_parameters=None, commit=True, async=False, callback=None): """ Fetch objects according to given filter and page. Note: This method fetches all managed class objects and store them ...
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Fetch objects according to given filter and page. Note: This method fetches all managed class objects and store them in local_name of the served object. which means that the parent object will hold them in a list. You can prevent this behavior ...
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python
train
Azure/msrest-for-python
msrest/paging.py
https://github.com/Azure/msrest-for-python/blob/0732bc90bdb290e5f58c675ffdd7dbfa9acefc93/msrest/paging.py#L96-L107
def get(self, url): # type: (str) -> List[Model] """Get an arbitrary page. This resets the iterator and then fully consumes it to return the specific page **only**. :param str url: URL to arbitrary page results. """ self.reset() self.next_link = url ...
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Get an arbitrary page. This resets the iterator and then fully consumes it to return the specific page **only**. :param str url: URL to arbitrary page results.
[ "Get", "an", "arbitrary", "page", "." ]
python
train
ctuning/ck
ck/kernel.py
https://github.com/ctuning/ck/blob/7e009814e975f8742790d3106340088a46223714/ck/kernel.py#L1135-L1186
def get_os_ck(i): """ Input: { (bits) - force OS bits } Output: { return - return code = 0 platform - 'win' or 'linux' bits - OS bits in string: 32 or 64 python_bits - Python installation bits in string:...
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Input: { (bits) - force OS bits } Output: { return - return code = 0 platform - 'win' or 'linux' bits - OS bits in string: 32 or 64 python_bits - Python installation bits in string: 32 or 64 }
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python
train
mitodl/pylti
pylti/common.py
https://github.com/mitodl/pylti/blob/18a608282e0d5bc941beb2eaaeea3b7ad484b399/pylti/common.py#L311-L353
def generate_request_xml(message_identifier_id, operation, lis_result_sourcedid, score): # pylint: disable=too-many-locals """ Generates LTI 1.1 XML for posting result to LTI consumer. :param message_identifier_id: :param operation: :param lis_result_sourcedid: :par...
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Generates LTI 1.1 XML for posting result to LTI consumer. :param message_identifier_id: :param operation: :param lis_result_sourcedid: :param score: :return: XML string
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python
train
PyCQA/pyflakes
pyflakes/checker.py
https://github.com/PyCQA/pyflakes/blob/232cb1d27ee134bf96adc8f37e53589dc259b159/pyflakes/checker.py#L712-L719
def runDeferred(self, deferred): """ Run the callables in C{deferred} using their associated scope stack. """ for handler, scope, offset in deferred: self.scopeStack = scope self.offset = offset handler()
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Run the callables in C{deferred} using their associated scope stack.
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python
train
spyder-ide/spyder
spyder/plugins/variableexplorer/widgets/importwizard.py
https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/plugins/variableexplorer/widgets/importwizard.py#L558-L563
def _focus_tab(self, tab_idx): """Change tab focus""" for i in range(self.tab_widget.count()): self.tab_widget.setTabEnabled(i, False) self.tab_widget.setTabEnabled(tab_idx, True) self.tab_widget.setCurrentIndex(tab_idx)
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Change tab focus
[ "Change", "tab", "focus" ]
python
train
ANTsX/ANTsPy
ants/registration/reorient_image.py
https://github.com/ANTsX/ANTsPy/blob/638020af2cdfc5ff4bdb9809ffe67aa505727a3b/ants/registration/reorient_image.py#L56-L82
def reorient_image2(image, orientation='RAS'): """ Reorient an image. Example ------- >>> import ants >>> mni = ants.image_read(ants.get_data('mni')) >>> mni2 = mni.reorient_image2() """ if image.dimension != 3: raise ValueError('image must have 3 dimensions') inpixelt...
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Reorient an image. Example ------- >>> import ants >>> mni = ants.image_read(ants.get_data('mni')) >>> mni2 = mni.reorient_image2()
[ "Reorient", "an", "image", "." ]
python
train
materialsproject/pymatgen
pymatgen/io/abinit/nodes.py
https://github.com/materialsproject/pymatgen/blob/4ca558cf72f8d5f8a1f21dfdfc0181a971c186da/pymatgen/io/abinit/nodes.py#L1189-L1191
def critical(self, msg, *args, **kwargs): """Log 'msg % args' with the critical severity level""" self._log("CRITICAL", msg, args, kwargs)
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Log 'msg % args' with the critical severity level
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python
train
mushkevych/scheduler
synergy/db/model/queue_context_entry.py
https://github.com/mushkevych/scheduler/blob/6740331360f49083c208085fb5a60ce80ebf418b/synergy/db/model/queue_context_entry.py#L28-L38
def queue_context_entry(exchange, queue_name, routing=None): """ forms queue's context entry """ if routing is None: routing = queue_name queue_entry = QueueContextEntry(mq_queue=queue_name, mq_exchange=exchange, ...
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forms queue's context entry
[ "forms", "queue", "s", "context", "entry" ]
python
train
d0c-s4vage/pfp
pfp/bitwrap.py
https://github.com/d0c-s4vage/pfp/blob/32f2d34fdec1c70019fa83c7006d5e3be0f92fcd/pfp/bitwrap.py#L82-L87
def close(self): """Close the stream """ self.closed = True self._flush_bits_to_stream() self._stream.close()
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Close the stream
[ "Close", "the", "stream" ]
python
train
dfm/george
george/modeling.py
https://github.com/dfm/george/blob/44819680036387625ee89f81c55104f3c1600759/george/modeling.py#L176-L188
def get_parameter_dict(self, include_frozen=False): """ Get an ordered dictionary of the parameters Args: include_frozen (Optional[bool]): Should the frozen parameters be included in the returned value? (default: ``False``) """ return OrderedDict(zip...
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Get an ordered dictionary of the parameters Args: include_frozen (Optional[bool]): Should the frozen parameters be included in the returned value? (default: ``False``)
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python
train
phoebe-project/phoebe2
phoebe/backend/universe.py
https://github.com/phoebe-project/phoebe2/blob/e64b8be683977064e2d55dd1b3ac400f64c3e379/phoebe/backend/universe.py#L1608-L1622
def _fill_albedos(self, mesh=None, irrad_frac_refl=0.0): """ TODO: add documentation """ logger.debug("{}._fill_albedos".format(self.component)) if mesh is None: mesh = self.mesh mesh.update_columns(irrad_frac_refl=irrad_frac_refl) if not self.needs...
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TODO: add documentation
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python
train
Yipit/ejson
ejson/__init__.py
https://github.com/Yipit/ejson/blob/6665703f1534923d1c30849e08339f0ff97d8230/ejson/__init__.py#L179-L194
def _converter(data): """Internal function that will be passed to the native `json.dumps`. This function uses the `REGISTRY` of serializers and try to convert a given instance to an object that json.dumps can understand. """ handler = REGISTRY.get(data.__class__) if handler: full_name =...
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Internal function that will be passed to the native `json.dumps`. This function uses the `REGISTRY` of serializers and try to convert a given instance to an object that json.dumps can understand.
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python
train
metric-learn/metric-learn
metric_learn/mmc.py
https://github.com/metric-learn/metric-learn/blob/d945df1342c69012608bb70b92520392a0853de6/metric_learn/mmc.py#L212-L271
def _fit_diag(self, pairs, y): """Learn diagonal metric using MMC. Parameters ---------- X : (n x d) data matrix each row corresponds to a single instance constraints : 4-tuple of arrays (a,b,c,d) indices into X, with (a,b) specifying similar and (c,d) dissimilar pairs ""...
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Learn diagonal metric using MMC. Parameters ---------- X : (n x d) data matrix each row corresponds to a single instance constraints : 4-tuple of arrays (a,b,c,d) indices into X, with (a,b) specifying similar and (c,d) dissimilar pairs
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python
train
gwastro/pycbc
pycbc/dq.py
https://github.com/gwastro/pycbc/blob/7a64cdd104d263f1b6ea0b01e6841837d05a4cb3/pycbc/dq.py#L34-L92
def parse_veto_definer(veto_def_filename): """ Parse a veto definer file from the filename and return a dictionary indexed by ifo and veto definer category level. Parameters ---------- veto_def_filename: str The path to the veto definer file Returns: parsed_definition: dict ...
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Parse a veto definer file from the filename and return a dictionary indexed by ifo and veto definer category level. Parameters ---------- veto_def_filename: str The path to the veto definer file Returns: parsed_definition: dict Returns a dictionary first indexed by ifo,...
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python
train
Jarn/jarn.mkrelease
jarn/mkrelease/mkrelease.py
https://github.com/Jarn/jarn.mkrelease/blob/844377f37a3cdc0a154148790a926f991019ec4a/jarn/mkrelease/mkrelease.py#L393-L418
def get_uploadflags(self, location): """Return uploadflags for the given server. """ uploadflags = [] server = self.defaults.servers[location] if self.sign: uploadflags.append('--sign') elif server.sign is not None: if server.sign: ...
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Return uploadflags for the given server.
[ "Return", "uploadflags", "for", "the", "given", "server", "." ]
python
train
watson-developer-cloud/python-sdk
ibm_watson/natural_language_classifier_v1.py
https://github.com/watson-developer-cloud/python-sdk/blob/4c2c9df4466fcde88975da9ecd834e6ba95eb353/ibm_watson/natural_language_classifier_v1.py#L415-L426
def _from_dict(cls, _dict): """Initialize a ClassificationCollection object from a json dictionary.""" args = {} if 'classifier_id' in _dict: args['classifier_id'] = _dict.get('classifier_id') if 'url' in _dict: args['url'] = _dict.get('url') if 'collectio...
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Initialize a ClassificationCollection object from a json dictionary.
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python
train
scieloorg/publicationstatsapi
publicationstats/queries.py
https://github.com/scieloorg/publicationstatsapi/blob/118995d75ef9478f64d5707107f4ce1640a0aa8e/publicationstats/queries.py#L227-L286
def journals_status(collection, raw=False): """ This method retrieve the total of documents, articles (citable documents), issues and bibliografic references of a journal arguments collection: SciELO 3 letters Acronym issn: Journal ISSN return for journal context { "citable": 1...
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This method retrieve the total of documents, articles (citable documents), issues and bibliografic references of a journal arguments collection: SciELO 3 letters Acronym issn: Journal ISSN return for journal context { "citable": 12140, "non_citable": 20, "docs": 12160, ...
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python
train
django-parler/django-parler
parler/views.py
https://github.com/django-parler/django-parler/blob/11ae4af5e8faddb74c69c848870122df4006a54e/parler/views.py#L243-L253
def get_language_tabs(self): """ Determine the language tabs to show. """ current_language = self.get_current_language() if self.object: available_languages = list(self.object.get_available_languages()) else: available_languages = [] retur...
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Determine the language tabs to show.
[ "Determine", "the", "language", "tabs", "to", "show", "." ]
python
train
saltstack/salt
salt/modules/aws_sqs.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/aws_sqs.py#L71-L112
def receive_message(queue, region, num=1, opts=None, user=None): ''' Receive one or more messages from a queue in a region queue The name of the queue to receive messages from region Region where SQS queues exists num : 1 The max number of messages to receive opts : N...
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Receive one or more messages from a queue in a region queue The name of the queue to receive messages from region Region where SQS queues exists num : 1 The max number of messages to receive opts : None Any additional options to add to the command line user : Non...
[ "Receive", "one", "or", "more", "messages", "from", "a", "queue", "in", "a", "region" ]
python
train
Spirent/py-stcrestclient
stcrestclient/stchttp.py
https://github.com/Spirent/py-stcrestclient/blob/80ee82bddf2fb2808f3da8ff2c80b7d588e165e8/stcrestclient/stchttp.py#L142-L154
def join_session(self, sid): """Attach to an existing session.""" self._rest.add_header('X-STC-API-Session', sid) self._sid = sid try: status, data = self._rest.get_request('objects', 'system1', ['version', 'name']) ex...
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Attach to an existing session.
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python
train
apple/turicreate
src/external/xgboost/subtree/rabit/wrapper/rabit.py
https://github.com/apple/turicreate/blob/74514c3f99e25b46f22c6e02977fe3da69221c2e/src/external/xgboost/subtree/rabit/wrapper/rabit.py#L283-L314
def checkpoint(global_model, local_model=None): """Checkpoint the model. This means we finished a stage of execution. Every time we call check point, there is a version number which will increase by one. Parameters ---------- global_model: anytype that can be pickled globally shared mo...
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Checkpoint the model. This means we finished a stage of execution. Every time we call check point, there is a version number which will increase by one. Parameters ---------- global_model: anytype that can be pickled globally shared model/state when calling this function, the calle...
[ "Checkpoint", "the", "model", "." ]
python
train
noahbenson/neuropythy
neuropythy/vision/retinotopy.py
https://github.com/noahbenson/neuropythy/blob/b588889f6db36ddb9602ae4a72c1c0d3f41586b2/neuropythy/vision/retinotopy.py#L1929-L2166
def clean_retinotopy_potential(hemi, retinotopy=Ellipsis, mask=Ellipsis, weight=Ellipsis, surface='midgray', min_weight=Ellipsis, min_eccentricity=0.75, visual_area=None, map_visual_areas=Ellipsis, visual_area_field_signs=Ellip...
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clean_retinotopy_potential(hemi) yields a retinotopic potential function for the given hemisphere that, when minimized, should yeild a cleaned/smoothed version of the retinotopic maps. The potential function f returned by clean_retinotopy_potential() is a PotentialFunction object, as defined in neu...
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python
train
openego/eDisGo
edisgo/grid/network.py
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L3391-L3434
def v_res(self, nodes=None, level=None): """ Get resulting voltage level at node. Parameters ---------- nodes : :obj:`list` List of string representatives of grid topology components, e.g. :class:`~.grid.components.Generator`. If not provided defaults to ...
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Get resulting voltage level at node. Parameters ---------- nodes : :obj:`list` List of string representatives of grid topology components, e.g. :class:`~.grid.components.Generator`. If not provided defaults to all nodes available in grid level `level`. ...
[ "Get", "resulting", "voltage", "level", "at", "node", "." ]
python
train
mitsei/dlkit
dlkit/json_/grading/objects.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/grading/objects.py#L596-L607
def get_based_on_grades_metadata(self): """Gets the metadata for a grade-based designation. return: (osid.Metadata) - metadata for the grade-based designation *compliance: mandatory -- This method must be implemented.* """ # Implemented from template for osid.re...
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Gets the metadata for a grade-based designation. return: (osid.Metadata) - metadata for the grade-based designation *compliance: mandatory -- This method must be implemented.*
[ "Gets", "the", "metadata", "for", "a", "grade", "-", "based", "designation", "." ]
python
train
KyleWpppd/css-audit
cssaudit/parser.py
https://github.com/KyleWpppd/css-audit/blob/cab4d4204cf30d54bc1881deee6ad92ae6aacc56/cssaudit/parser.py#L44-L82
def handle_starttag(self, tag, attrs): """ This method handles any HTML tags that have a matching closing tag. So elements like <p> and <div> are handled by this method. @param <string> tag An html tag that has a separate closing tag such as <p> <div> or <b...
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This method handles any HTML tags that have a matching closing tag. So elements like <p> and <div> are handled by this method. @param <string> tag An html tag that has a separate closing tag such as <p> <div> or <body> @param <tuple> attrs A tuple of HTM...
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python
train
google/grumpy
third_party/pythonparser/parser.py
https://github.com/google/grumpy/blob/3ec87959189cfcdeae82eb68a47648ac25ceb10b/third_party/pythonparser/parser.py#L987-L998
def raise_stmt__30(self, raise_loc, exc_opt): """(3.0-) raise_stmt: 'raise' [test ['from' test]]""" exc = from_loc = cause = None loc = raise_loc if exc_opt: exc, cause_opt = exc_opt loc = loc.join(exc.loc) if cause_opt: from_loc, cause...
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(3.0-) raise_stmt: 'raise' [test ['from' test]]
[ "(", "3", ".", "0", "-", ")", "raise_stmt", ":", "raise", "[", "test", "[", "from", "test", "]]" ]
python
valid
mdickinson/bigfloat
bigfloat/core.py
https://github.com/mdickinson/bigfloat/blob/e5fdd1048615191ed32a2b7460e14b3b3ff24662/bigfloat/core.py#L2411-L2429
def trunc(x, context=None): """ Return the next integer towards zero. If the result is not exactly representable, it will be rounded according to the current context. .. note:: This function corresponds to the MPFR function ``mpfr_rint_trunc``, not to ``mpfr_trunc``. """ re...
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Return the next integer towards zero. If the result is not exactly representable, it will be rounded according to the current context. .. note:: This function corresponds to the MPFR function ``mpfr_rint_trunc``, not to ``mpfr_trunc``.
[ "Return", "the", "next", "integer", "towards", "zero", "." ]
python
train
seanpar203/event-bus
event_bus/bus.py
https://github.com/seanpar203/event-bus/blob/60319b9eb4e38c348e80f3ec625312eda75da765/event_bus/bus.py#L73-L92
def on(self, event: str) -> Callable: """ Decorator for subscribing a function to a specific event. :param event: Name of the event to subscribe to. :type event: str :return: The outer function. :rtype: Callable """ def outer(func): self.add_event(f...
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Decorator for subscribing a function to a specific event. :param event: Name of the event to subscribe to. :type event: str :return: The outer function. :rtype: Callable
[ "Decorator", "for", "subscribing", "a", "function", "to", "a", "specific", "event", "." ]
python
train
thefactory/marathon-python
marathon/client.py
https://github.com/thefactory/marathon-python/blob/592b253aa8edf2475c97ca438ad7b6936652caf2/marathon/client.py#L301-L325
def update_apps(self, apps, force=False, minimal=True): """Update multiple apps. Applies writable settings in elements of apps either by upgrading existing ones or creating new ones :param apps: sequence of application settings :param bool force: apply even if a deployment is in progre...
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Update multiple apps. Applies writable settings in elements of apps either by upgrading existing ones or creating new ones :param apps: sequence of application settings :param bool force: apply even if a deployment is in progress :param bool minimal: ignore nulls and empty collections ...
[ "Update", "multiple", "apps", "." ]
python
train
Kane610/deconz
pydeconz/__init__.py
https://github.com/Kane610/deconz/blob/8a9498dbbc8c168d4a081173ad6c3b1e17fffdf6/pydeconz/__init__.py#L200-L225
def update_group_color(self, lights: list) -> None: """Update group colors based on light states. deCONZ group updates don't contain any information about the current state of the lights in the group. This method updates the color properties of the group to the current color of the ligh...
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Update group colors based on light states. deCONZ group updates don't contain any information about the current state of the lights in the group. This method updates the color properties of the group to the current color of the lights in the group. For groups where the lights h...
[ "Update", "group", "colors", "based", "on", "light", "states", "." ]
python
train
teepark/greenhouse
greenhouse/io/ssl.py
https://github.com/teepark/greenhouse/blob/8fd1be4f5443ba090346b5ec82fdbeb0a060d956/greenhouse/io/ssl.py#L242-L261
def do_handshake(self, timeout): 'perform a SSL/TLS handshake' tout = _timeout(timeout) if not self._blocking: return self._sslobj.do_handshake() while 1: try: return self._sslobj.do_handshake() except ssl.SSLError, exc: ...
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perform a SSL/TLS handshake
[ "perform", "a", "SSL", "/", "TLS", "handshake" ]
python
train
buildbot/buildbot
master/buildbot/steps/cmake.py
https://github.com/buildbot/buildbot/blob/5df3cfae6d760557d99156633c32b1822a1e130c/master/buildbot/steps/cmake.py#L62-L87
def run(self): """ run CMake """ command = [self.cmake] if self.generator: command.extend([ '-G', self.generator ]) if self.path: command.append(self.path) if self.definitions is not None: for item...
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run CMake
[ "run", "CMake" ]
python
train
tensorflow/mesh
mesh_tensorflow/auto_mtf/layout.py
https://github.com/tensorflow/mesh/blob/3921196e5e43302e820da0a87329f25d7e2a3016/mesh_tensorflow/auto_mtf/layout.py#L47-L63
def layout(mtf_graph, mesh_shape, mtf_outputs=()): """Compute layout rules based on a computational graph and mesh shape. Args: mtf_graph: a mtf.Graph. mesh_shape: an mtf.Shape, str, or listlike of mtf.Dimension. mtf_outputs: an optional iterable of mtf.Tensor, representing the outputs of the c...
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Compute layout rules based on a computational graph and mesh shape. Args: mtf_graph: a mtf.Graph. mesh_shape: an mtf.Shape, str, or listlike of mtf.Dimension. mtf_outputs: an optional iterable of mtf.Tensor, representing the outputs of the computation. Returns: a mtf.LayoutRules
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python
train
mdiener/grace
grace/py27/cssmin.py
https://github.com/mdiener/grace/blob/2dab13a2cf636da5da989904c5885166fc94d36d/grace/py27/cssmin.py#L19-L50
def remove_comments(css): """Remove all CSS comment blocks.""" iemac = False preserve = False comment_start = css.find("/*") while comment_start >= 0: # Preserve comments that look like `/*!...*/`. # Slicing is used to make sure we don"t get an IndexError. preserve = css[com...
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Remove all CSS comment blocks.
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python
train
wmayner/pyphi
pyphi/subsystem.py
https://github.com/wmayner/pyphi/blob/deeca69a084d782a6fde7bf26f59e93b593c5d77/pyphi/subsystem.py#L259-L274
def indices2nodes(self, indices): """Return |Nodes| for these indices. Args: indices (tuple[int]): The indices in question. Returns: tuple[Node]: The |Node| objects corresponding to these indices. Raises: ValueError: If requested indices are not in ...
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Return |Nodes| for these indices. Args: indices (tuple[int]): The indices in question. Returns: tuple[Node]: The |Node| objects corresponding to these indices. Raises: ValueError: If requested indices are not in the subsystem.
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python
train
RudolfCardinal/pythonlib
cardinal_pythonlib/sqlalchemy/schema.py
https://github.com/RudolfCardinal/pythonlib/blob/0b84cb35f38bd7d8723958dae51b480a829b7227/cardinal_pythonlib/sqlalchemy/schema.py#L825-L923
def convert_sqla_type_for_dialect( coltype: TypeEngine, dialect: Dialect, strip_collation: bool = True, convert_mssql_timestamp: bool = True, expand_for_scrubbing: bool = False) -> TypeEngine: """ Converts an SQLAlchemy column type from one SQL dialect to another. Ar...
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Converts an SQLAlchemy column type from one SQL dialect to another. Args: coltype: SQLAlchemy column type in the source dialect dialect: destination :class:`Dialect` strip_collation: remove any ``COLLATION`` information? convert_mssql_timestamp: since you cannot write...
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python
train
barrust/pyspellchecker
spellchecker/spellchecker.py
https://github.com/barrust/pyspellchecker/blob/fa96024c0cdeba99e10e11060d5fd7aba796b271/spellchecker/spellchecker.py#L413-L420
def remove_words(self, words): """ Remove a list of words from the word frequency list Args: words (list): The list of words to remove """ for word in words: self._dictionary.pop(word.lower()) self._update_dictionary()
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Remove a list of words from the word frequency list Args: words (list): The list of words to remove
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python
train
huyingxi/Synonyms
synonyms/synonyms.py
https://github.com/huyingxi/Synonyms/blob/fe7450d51d9ad825fdba86b9377da9dc76ae26a4/synonyms/synonyms.py#L125-L133
def _load_w2v(model_file=_f_model, binary=True): ''' load word2vec model ''' if not os.path.exists(model_file): print("os.path : ", os.path) raise Exception("Model file [%s] does not exist." % model_file) return KeyedVectors.load_word2vec_format( model_file, binary=binary, un...
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load word2vec model
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python
train
Galarzaa90/tibia.py
tibiapy/utils.py
https://github.com/Galarzaa90/tibia.py/blob/02ba1a8f1e18177ef5c7dcd44affc8d761d59e12/tibiapy/utils.py#L242-L262
def parse_tibiacom_content(content, *, html_class="BoxContent", tag="div", builder="lxml"): """Parses HTML content from Tibia.com into a BeautifulSoup object. Parameters ---------- content: :class:`str` The raw HTML content from Tibia.com html_class: :class:`str` The HTML class of t...
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Parses HTML content from Tibia.com into a BeautifulSoup object. Parameters ---------- content: :class:`str` The raw HTML content from Tibia.com html_class: :class:`str` The HTML class of the parsed element. The default value is ``BoxContent``. tag: :class:`str` The HTML tag ...
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python
train
arcticfoxnv/slackminion
slackminion/dispatcher.py
https://github.com/arcticfoxnv/slackminion/blob/62ea77aba5ac5ba582793e578a379a76f7d26cdb/slackminion/dispatcher.py#L77-L86
def _ignore_event(self, message): """ message_replied event is not truly a message event and does not have a message.text don't process such events commands may not be idempotent, so ignore message_changed events. """ if hasattr(message, 'subtype') and message.subtype in...
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message_replied event is not truly a message event and does not have a message.text don't process such events commands may not be idempotent, so ignore message_changed events.
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python
valid