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almcc/cinder-data
cinder_data/cache.py
https://github.com/almcc/cinder-data/blob/4159a5186c4b4fc32354749892e86130530f6ec5/cinder_data/cache.py#L55-L67
def get_record(self, name, record_id): """Retrieve a record with a given type name and record id. Args: name (string): The name which the record is stored under. record_id (int): The id of the record requested. Returns: :class:`cinder_data.model.CinderModel`...
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Retrieve a record with a given type name and record id. Args: name (string): The name which the record is stored under. record_id (int): The id of the record requested. Returns: :class:`cinder_data.model.CinderModel`: The cached model.
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python
train
36.153846
sryza/spark-timeseries
python/sparkts/models/GARCH.py
https://github.com/sryza/spark-timeseries/blob/280aa887dc08ab114411245268f230fdabb76eec/python/sparkts/models/GARCH.py#L9-L24
def fit_model(ts, sc=None): """ Fits a GARCH(1, 1) model to the given time series. Parameters ---------- ts: the time series to which we want to fit a GARCH model as a Numpy array Returns a GARCH model """ assert sc != None, "Missing SparkContext" jvm = sc....
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Fits a GARCH(1, 1) model to the given time series. Parameters ---------- ts: the time series to which we want to fit a GARCH model as a Numpy array Returns a GARCH model
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python
train
27.875
pandas-dev/pandas
pandas/io/pytables.py
https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/io/pytables.py#L2307-L2316
def set_version(self): """ compute and set our version """ version = _ensure_decoded( getattr(self.group._v_attrs, 'pandas_version', None)) try: self.version = tuple(int(x) for x in version.split('.')) if len(self.version) == 2: self.version = ...
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compute and set our version
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python
train
39.8
ND-CSE-30151/tock
tock/syntax.py
https://github.com/ND-CSE-30151/tock/blob/b8d21901aaf0e6ac913c2afa855f5b5a882a16c6/tock/syntax.py#L85-L94
def parse_multiple(s, f, values=None): """Parse multiple comma-separated elements, each of which is parsed using function f.""" if values is None: values = [] values.append(f(s)) if s.pos < len(s) and s.cur == ',': s.pos += 1 return parse_multiple(s, f, values) else: r...
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Parse multiple comma-separated elements, each of which is parsed using function f.
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python
train
32.3
cmcginty/PyWeather
weather/services/_base.py
https://github.com/cmcginty/PyWeather/blob/8c25d9cd1fa921e0a6e460d523656279cac045cb/weather/services/_base.py#L63-L67
def publish(self): ''' Perform HTTP session to transmit defined weather values. ''' return self._publish( self.args, self.server, self.URI)
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Perform HTTP session to transmit defined weather values.
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python
test
31.8
jameslyons/pycipher
pycipher/railfence.py
https://github.com/jameslyons/pycipher/blob/8f1d7cf3cba4e12171e27d9ce723ad890194de19/pycipher/railfence.py#L34-L48
def decipher(self,string,keep_punct=False): """Decipher string using Railfence cipher according to initialised key. Example:: plaintext = Railfence(3).decipher(ciphertext) :param string: The string to decipher. :param keep_punct: if true, punctuation and spaci...
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Decipher string using Railfence cipher according to initialised key. Example:: plaintext = Railfence(3).decipher(ciphertext) :param string: The string to decipher. :param keep_punct: if true, punctuation and spacing are retained. If false, it is all removed. Default i...
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python
train
42.6
google/brotli
research/brotlidump.py
https://github.com/google/brotli/blob/4b2b2d4f83ffeaac7708e44409fe34896a01a278/research/brotlidump.py#L571-L580
def value(self, index, extra): """Returns ('Simple', #codewords) or ('Complex', HSKIP) """ if index==1: if extra>3: raise ValueError('value: extra out of range') return 'Simple', extra+1 if extra: raise ValueError('value: extra out of r...
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Returns ('Simple', #codewords) or ('Complex', HSKIP)
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python
test
34.9
universalcore/unicore.distribute
unicore/distribute/utils.py
https://github.com/universalcore/unicore.distribute/blob/f3216fefd9df5aef31b3d1b666eb3f79db032d98/unicore/distribute/utils.py#L158-L174
def get_schema(repo, content_type): """ Return a schema for a content type in a repository. :param Repo repo: The git repository. :returns: dict """ try: with open( os.path.join(repo.working_dir, '_schemas', ...
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Return a schema for a content type in a repository. :param Repo repo: The git repository. :returns: dict
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python
train
29.941176
dadadel/pyment
pyment/pyment.py
https://github.com/dadadel/pyment/blob/3d1bdf87d083ff56230bd0bf7c5252e20552b7b6/pyment/pyment.py#L262-L287
def diff(self, source_path='', target_path='', which=-1): """Build the diff between original docstring and proposed docstring. :type which: int -> -1 means all the dosctrings of the file -> >=0 means the index of the docstring to proceed (Default value = -1) :param source_pa...
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Build the diff between original docstring and proposed docstring. :type which: int -> -1 means all the dosctrings of the file -> >=0 means the index of the docstring to proceed (Default value = -1) :param source_path: (Default value = '') :param target_path: (Default value...
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python
train
43.307692
pyannote/pyannote-metrics
pyannote/metrics/base.py
https://github.com/pyannote/pyannote-metrics/blob/b433fec3bd37ca36fe026a428cd72483d646871a/pyannote/metrics/base.py#L384-L394
def compute_metric(self, components): """Compute recall from `components`""" numerator = components[RECALL_RELEVANT_RETRIEVED] denominator = components[RECALL_RELEVANT] if denominator == 0.: if numerator == 0: return 1. else: raise ...
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Compute recall from `components`
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python
train
34.454545
clinicedc/edc-notification
edc_notification/site_notifications.py
https://github.com/clinicedc/edc-notification/blob/79e43a44261e37566c63a8780d80b0d8ece89cc9/edc_notification/site_notifications.py#L100-L136
def update_notification_list(self, apps=None, schema_editor=None, verbose=False): """Updates the notification model to ensure all registered notifications classes are listed. Typically called from a post_migrate signal. Also, in tests you can register a notification and the Notificatio...
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Updates the notification model to ensure all registered notifications classes are listed. Typically called from a post_migrate signal. Also, in tests you can register a notification and the Notification class (not model) will automatically call this method if the named notifica...
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python
train
44.918919
leancloud/python-sdk
leancloud/query.py
https://github.com/leancloud/python-sdk/blob/fea3240257ce65e6a32c7312a5cee1f94a51a587/leancloud/query.py#L95-L108
def or_(cls, *queries): """ 根据传入的 Query 对象,构造一个新的 OR 查询。 :param queries: 需要构造的子查询列表 :rtype: Query """ if len(queries) < 2: raise ValueError('or_ need two queries at least') if not all(x._query_class._class_name == queries[0]._query_class._class_name f...
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根据传入的 Query 对象,构造一个新的 OR 查询。 :param queries: 需要构造的子查询列表 :rtype: Query
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python
train
36.214286
a1ezzz/wasp-general
wasp_general/thread.py
https://github.com/a1ezzz/wasp-general/blob/1029839d33eb663f8dec76c1c46754d53c1de4a9/wasp_general/thread.py#L76-L93
def critical_section_lock(lock=None, blocking=True, timeout=None, raise_exception=True): """ An a wrapper for :func:`.critical_section_dynamic_lock` function call, but uses a static lock object instead of a function that returns a lock with which a function protection will be made :param lock: lock with which a fun...
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An a wrapper for :func:`.critical_section_dynamic_lock` function call, but uses a static lock object instead of a function that returns a lock with which a function protection will be made :param lock: lock with which a function will be protected :param blocking: same as blocking in :func:`.critical_section_dynamic...
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python
train
47.333333
zabuldon/teslajsonpy
teslajsonpy/controller.py
https://github.com/zabuldon/teslajsonpy/blob/673ecdb5c9483160fb1b97e30e62f2c863761c39/teslajsonpy/controller.py#L302-L328
def command(self, vehicle_id, name, data=None, wake_if_asleep=True): """Post name command to the vehicle_id. Parameters ---------- vehicle_id : string Identifier for the car on the owner-api endpoint. Confusingly it is not the vehicle_id field for identifying the...
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Post name command to the vehicle_id. Parameters ---------- vehicle_id : string Identifier for the car on the owner-api endpoint. Confusingly it is not the vehicle_id field for identifying the car across different endpoints. https://tesla-api.timdo...
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python
train
35.555556
SFDO-Tooling/CumulusCI
cumulusci/utils.py
https://github.com/SFDO-Tooling/CumulusCI/blob/e19047921ca771a297e045f22f0bb201651bb6f7/cumulusci/utils.py#L341-L366
def zip_clean_metaxml(zip_src, logger=None): """ Given a zipfile, cleans all *-meta.xml files in the zip for deployment by stripping all <packageVersions/> elements """ zip_dest = zipfile.ZipFile(io.BytesIO(), "w", zipfile.ZIP_DEFLATED) changed = [] for name in zip_src.namelist(): co...
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Given a zipfile, cleans all *-meta.xml files in the zip for deployment by stripping all <packageVersions/> elements
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python
train
41.038462
datawire/quark
quarkc/compiler.py
https://github.com/datawire/quark/blob/df0058a148b077c0aff535eb6ee382605c556273/quarkc/compiler.py#L743-L786
def visit_Method(self, method): """ Ensure method has the same signature matching method on parent interface. :param method: L{quarkc.ast.Method} instance. """ resolved_method = method.resolved.type def get_params(method, extra_bindings): # The Method should...
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Ensure method has the same signature matching method on parent interface. :param method: L{quarkc.ast.Method} instance.
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python
train
54.659091
cloud9ers/gurumate
environment/lib/python2.7/site-packages/IPython/utils/importstring.py
https://github.com/cloud9ers/gurumate/blob/075dc74d1ee62a8c6b7a8bf2b271364f01629d1e/environment/lib/python2.7/site-packages/IPython/utils/importstring.py#L21-L47
def import_item(name): """Import and return bar given the string foo.bar.""" package = '.'.join(name.split('.')[0:-1]) obj = name.split('.')[-1] # Note: the original code for this was the following. We've left it # visible for now in case the new implementation shows any problems down # th...
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Import and return bar given the string foo.bar.
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python
test
35.111111
ranaroussi/ezibpy
ezibpy/ezibpy.py
https://github.com/ranaroussi/ezibpy/blob/1a9d4bf52018abd2a01af7c991d7cf00cda53e0c/ezibpy/ezibpy.py#L1121-L1137
def registerTrailingStop(self, tickerId, orderId=0, quantity=1, lastPrice=0, trailPercent=100., trailAmount=0., parentId=0, **kwargs): """ adds trailing stop to monitor list """ ticksize = self.contractDetails(tickerId)["m_minTick"] trailingStop = self.trailingStops[tickerId] = { ...
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adds trailing stop to monitor list
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python
train
34.823529
bitesofcode/projexui
projexui/xhistorystack.py
https://github.com/bitesofcode/projexui/blob/f18a73bec84df90b034ca69b9deea118dbedfc4d/projexui/xhistorystack.py#L210-L222
def indexOf(self, url): """ Returns the index of the inputed url for this stack. If the url is \ not found, then -1 is returned. :param url | <str> :return <int> """ for i, (m_url, _) in enumerate(self._stack): if m_url ==...
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Returns the index of the inputed url for this stack. If the url is \ not found, then -1 is returned. :param url | <str> :return <int>
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python
train
27.461538
pandas-dev/pandas
pandas/core/generic.py
https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/core/generic.py#L5173-L5193
def _consolidate(self, inplace=False): """ Compute NDFrame with "consolidated" internals (data of each dtype grouped together in a single ndarray). Parameters ---------- inplace : boolean, default False If False return new object, otherwise modify existing ob...
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Compute NDFrame with "consolidated" internals (data of each dtype grouped together in a single ndarray). Parameters ---------- inplace : boolean, default False If False return new object, otherwise modify existing object Returns ------- consolidated ...
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python
train
33
openstack/networking-cisco
networking_cisco/apps/saf/agent/vdp/ovs_vdp.py
https://github.com/openstack/networking-cisco/blob/aa58a30aec25b86f9aa5952b0863045975debfa9/networking_cisco/apps/saf/agent/vdp/ovs_vdp.py#L723-L759
def provision_vdp_overlay_networks(self, port_uuid, mac, net_uuid, segmentation_id, lvid, oui): """Provisions a overlay type network configured using VDP. :param port_uuid: the uuid of the VM port. :param mac: the MAC address of the VM. :param net_...
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Provisions a overlay type network configured using VDP. :param port_uuid: the uuid of the VM port. :param mac: the MAC address of the VM. :param net_uuid: the uuid of the network associated with this vlan. :param segmentation_id: the VID for 'vlan' or tunnel ID for 'tunnel' :lvi...
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python
train
50.540541
PrefPy/prefpy
prefpy/gmmra.py
https://github.com/PrefPy/prefpy/blob/f395ba3782f05684fa5de0cece387a6da9391d02/prefpy/gmmra.py#L80-L98
def _pos(self, k): """ Description: Position k breaking Parameters: k: position k is used for the breaking """ if k < 2: raise ValueError("k smaller than 2") G = np.zeros((self.m, self.m)) for i in range(self.m): ...
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Description: Position k breaking Parameters: k: position k is used for the breaking
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python
train
28.736842
synw/dataswim
dataswim/charts/chartjs.py
https://github.com/synw/dataswim/blob/4a4a53f80daa7cd8e8409d76a19ce07296269da2/dataswim/charts/chartjs.py#L19-L52
def _get_chartjs_chart(self, xcol, ycol, chart_type, label=None, opts={}, style={}, options={}, **kwargs): """ Get Chartjs html """ try: xdata = list(self.df[xcol]) except Exception as e: self.err(e, self._get_chartjs_chart, ...
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Get Chartjs html
[ "Get", "Chartjs", "html" ]
python
train
35.676471
glue-viz/glue-vispy-viewers
glue_vispy_viewers/extern/vispy/util/config.py
https://github.com/glue-viz/glue-vispy-viewers/blob/54a4351d98c1f90dfb1a557d1b447c1f57470eea/glue_vispy_viewers/extern/vispy/util/config.py#L370-L379
def _enable_profiling(): """ Start profiling and register callback to print stats when the program exits. """ import cProfile import atexit global _profiler _profiler = cProfile.Profile() _profiler.enable() atexit.register(_profile_atexit)
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Start profiling and register callback to print stats when the program exits.
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python
train
26.6
aiogram/aiogram
aiogram/types/input_media.py
https://github.com/aiogram/aiogram/blob/2af930149ce2482547721e2c8755c10307295e48/aiogram/types/input_media.py#L209-L216
def attach_many(self, *medias: typing.Union[InputMedia, typing.Dict]): """ Attach list of media :param medias: """ for media in medias: self.attach(media)
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Attach list of media :param medias:
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python
train
25
gbiggs/rtctree
rtctree/component.py
https://github.com/gbiggs/rtctree/blob/bd725a47ac87c259c8bce06156ccc9ab71111c26/rtctree/component.py#L1107-L1112
def conf_sets(self): '''The dictionary of configuration sets in this component, if any.''' with self._mutex: if not self._conf_sets: self._parse_configuration() return self._conf_sets
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The dictionary of configuration sets in this component, if any.
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python
train
38.333333
mikedh/trimesh
trimesh/rendering.py
https://github.com/mikedh/trimesh/blob/25e059bf6d4caa74f62ffd58ce4f61a90ee4e518/trimesh/rendering.py#L27-L58
def convert_to_vertexlist(geometry, **kwargs): """ Try to convert various geometry objects to the constructor args for a pyglet indexed vertex list. Parameters ------------ obj : Trimesh, Path2D, Path3D, (n,2) float, (n,3) float Object to render Returns ------------ args : tu...
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Try to convert various geometry objects to the constructor args for a pyglet indexed vertex list. Parameters ------------ obj : Trimesh, Path2D, Path3D, (n,2) float, (n,3) float Object to render Returns ------------ args : tuple Args to be passed to pyglet indexed vertex list ...
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python
train
35.8125
disqus/gargoyle
gargoyle/models.py
https://github.com/disqus/gargoyle/blob/47a79e34b093d56e11c344296d6b78854ed35f12/gargoyle/models.py#L127-L151
def add_condition(self, manager, condition_set, field_name, condition, exclude=False, commit=True): """ Adds a new condition and registers it in the global ``gargoyle`` switch manager. If ``commit`` is ``False``, the data will not be written to the database. >>> switch = gargoyle['my_s...
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Adds a new condition and registers it in the global ``gargoyle`` switch manager. If ``commit`` is ``False``, the data will not be written to the database. >>> switch = gargoyle['my_switch'] #doctest: +SKIP >>> condition_set_id = condition_set.get_id() #doctest: +SKIP >>> switch.add_con...
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python
train
43.72
minorg/pastpy
py/src/pastpy/gen/database/impl/online/online_database_object_detail_image.py
https://github.com/minorg/pastpy/blob/7d5d6d511629481850216565e7451b5dcb8027a9/py/src/pastpy/gen/database/impl/online/online_database_object_detail_image.py#L381-L413
def read(cls, iprot): ''' Read a new object from the given input protocol and return the object. :type iprot: thryft.protocol._input_protocol._InputProtocol :rtype: pastpy.gen.database.impl.online.online_database_object_detail_image.OnlineDatabaseObjectDetailImage ''' i...
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Read a new object from the given input protocol and return the object. :type iprot: thryft.protocol._input_protocol._InputProtocol :rtype: pastpy.gen.database.impl.online.online_database_object_detail_image.OnlineDatabaseObjectDetailImage
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python
train
44
PMEAL/OpenPNM
openpnm/utils/Project.py
https://github.com/PMEAL/OpenPNM/blob/0547b5724ffedc0a593aae48639d36fe10e0baed/openpnm/utils/Project.py#L531-L602
def export_data(self, phases=[], filename=None, filetype='vtp'): r""" Export the pore and throat data from the given object(s) into the specified file and format. Parameters ---------- phases : list of OpenPNM Phase Objects The data on each supplied phase wil...
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r""" Export the pore and throat data from the given object(s) into the specified file and format. Parameters ---------- phases : list of OpenPNM Phase Objects The data on each supplied phase will be added to file filename : string The file name t...
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python
train
46.833333
pyrogram/pyrogram
pyrogram/client/methods/decorators/on_raw_update.py
https://github.com/pyrogram/pyrogram/blob/e7258a341ba905cfa86264c22040654db732ec1c/pyrogram/client/methods/decorators/on_raw_update.py#L27-L53
def on_raw_update( self=None, group: int = 0 ) -> callable: """Use this decorator to automatically register a function for handling raw updates. This does the same thing as :meth:`add_handler` using the :class:`RawUpdateHandler`. Args: group (``int``, *optional*)...
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Use this decorator to automatically register a function for handling raw updates. This does the same thing as :meth:`add_handler` using the :class:`RawUpdateHandler`. Args: group (``int``, *optional*): The group identifier, defaults to 0.
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python
train
29.851852
idlesign/uwsgiconf
uwsgiconf/runtime/monitoring.py
https://github.com/idlesign/uwsgiconf/blob/475407acb44199edbf7e0a66261bfeb51de1afae/uwsgiconf/runtime/monitoring.py#L50-L73
def set(self, value, mode=None): """Sets metric value. :param int|long value: New value. :param str|unicode mode: Update mode. * None - Unconditional update. * max - Sets metric value if it is greater that the current one. * min - Sets metric value if it is...
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Sets metric value. :param int|long value: New value. :param str|unicode mode: Update mode. * None - Unconditional update. * max - Sets metric value if it is greater that the current one. * min - Sets metric value if it is less that the current one. :rtype:...
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python
train
24.333333
TUNE-Archive/freight_forwarder
freight_forwarder/cli/deploy.py
https://github.com/TUNE-Archive/freight_forwarder/blob/6ea4a49f474ec04abb8bb81b175c774a16b5312f/freight_forwarder/cli/deploy.py#L63-L90
def deploy(self, args, **extra_args): """Deploy a docker container to a specific container ship (host) :param args: :type args: """ if not isinstance(args, argparse.Namespace): raise TypeError(logger.error("args should of an instance of argparse.Namespace")) ...
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Deploy a docker container to a specific container ship (host) :param args: :type args:
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python
train
35.821429
googlefonts/glyphsLib
Lib/glyphsLib/parser.py
https://github.com/googlefonts/glyphsLib/blob/9c12dc70c8d13f08d92b824e6710f6e3bb5037bb/Lib/glyphsLib/parser.py#L91-L139
def _parse(self, text, i): """Recursive function to parse a single dictionary, list, or value.""" m = self.start_dict_re.match(text, i) if m: parsed = m.group(0) i += len(parsed) return self._parse_dict(text, i) m = self.start_list_re.match(text, i) ...
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Recursive function to parse a single dictionary, list, or value.
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python
train
31.897959
numenta/nupic
src/nupic/algorithms/temporal_memory.py
https://github.com/numenta/nupic/blob/5922fafffdccc8812e72b3324965ad2f7d4bbdad/src/nupic/algorithms/temporal_memory.py#L665-L692
def _createSegment(cls, connections, lastUsedIterationForSegment, cell, iteration, maxSegmentsPerCell): """ Create a segment on the connections, enforcing the maxSegmentsPerCell parameter. """ # Enforce maxSegmentsPerCell. while connections.numSegments(cell) >= maxSegmentsPe...
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Create a segment on the connections, enforcing the maxSegmentsPerCell parameter.
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python
valid
37.178571
acutesoftware/AIKIF
aikif/toolbox/interface_windows_tools.py
https://github.com/acutesoftware/AIKIF/blob/fcf1582dc5f884b9a4fa7c6e20e9de9d94d21d03/aikif/toolbox/interface_windows_tools.py#L57-L71
def launch_app(app_path, params=[], time_before_kill_app=15): """ start an app """ import subprocess try: res = subprocess.call([app_path, params], timeout=time_before_kill_app, shell=True) print('res = ', res) if res == 0: return True else: re...
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start an app
[ "start", "an", "app" ]
python
train
31.266667
SecurityInnovation/PGPy
pgpy/pgp.py
https://github.com/SecurityInnovation/PGPy/blob/f1c3d68e32c334f5aa14c34580925e97f17f4fde/pgpy/pgp.py#L2093-L2153
def verify(self, subject, signature=None): """ Verify a subject with a signature using this key. :param subject: The subject to verify :type subject: ``str``, ``unicode``, ``None``, :py:obj:`PGPMessage`, :py:obj:`PGPKey`, :py:obj:`PGPUID` :param signature: If the signature is de...
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Verify a subject with a signature using this key. :param subject: The subject to verify :type subject: ``str``, ``unicode``, ``None``, :py:obj:`PGPMessage`, :py:obj:`PGPKey`, :py:obj:`PGPUID` :param signature: If the signature is detached, it should be specified here. :type signature: :...
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python
train
47.311475
mlperf/training
reinforcement/tensorflow/minigo/bigtable_input.py
https://github.com/mlperf/training/blob/1c6ae725a81d15437a2b2df05cac0673fde5c3a4/reinforcement/tensorflow/minigo/bigtable_input.py#L468-L500
def moves_from_games(self, start_game, end_game, moves, shuffle, column_family, column): """Dataset of samples and/or shuffled moves from game range. Args: n: an integer indicating how many past games should be sourced. moves: an integer indicating how man...
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Dataset of samples and/or shuffled moves from game range. Args: n: an integer indicating how many past games should be sourced. moves: an integer indicating how many moves should be sampled from those N games. column_family: name of the column family containing move...
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python
train
50.969697
AkihikoITOH/capybara
capybara/virtualenv/lib/python2.7/site-packages/pkg_resources/__init__.py
https://github.com/AkihikoITOH/capybara/blob/e86c2173ea386654f4ae061148e8fbe3f25e715c/capybara/virtualenv/lib/python2.7/site-packages/pkg_resources/__init__.py#L2861-L2922
def parse_requirements(strs): """Yield ``Requirement`` objects for each specification in `strs` `strs` must be a string, or a (possibly-nested) iterable thereof. """ # create a steppable iterator, so we can handle \-continuations lines = iter(yield_lines(strs)) def scan_list(ITEM, TERMINATOR, ...
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Yield ``Requirement`` objects for each specification in `strs` `strs` must be a string, or a (possibly-nested) iterable thereof.
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python
test
31.790323
aliyun/aliyun-odps-python-sdk
odps/ml/metrics/regression.py
https://github.com/aliyun/aliyun-odps-python-sdk/blob/4b0de18f5864386df6068f26f026e62f932c41e4/odps/ml/metrics/regression.py#L221-L237
def residual_histogram(df, col_true, col_pred=None): """ Compute histogram of residuals of a predicted DataFrame. Note that this method will trigger the defined flow to execute. :param df: predicted data frame :type df: DataFrame :param col_true: column name of true value :type col_true: s...
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Compute histogram of residuals of a predicted DataFrame. Note that this method will trigger the defined flow to execute. :param df: predicted data frame :type df: DataFrame :param col_true: column name of true value :type col_true: str :param col_true: column name of predicted value, 'predicti...
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python
train
38.529412
androguard/androguard
androguard/core/androconf.py
https://github.com/androguard/androguard/blob/984c0d981be2950cf0451e484f7b0d4d53bc4911/androguard/core/androconf.py#L266-L277
def rrmdir(directory): """ Recursivly delete a directory :param directory: directory to remove """ for root, dirs, files in os.walk(directory, topdown=False): for name in files: os.remove(os.path.join(root, name)) for name in dirs: os.rmdir(os.path.join(root,...
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Recursivly delete a directory :param directory: directory to remove
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python
train
28.333333
saltstack/salt
salt/cloud/clouds/gce.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/cloud/clouds/gce.py#L2383-L2436
def create_attach_volumes(name, kwargs, call=None): ''' .. versionadded:: 2017.7.0 Create and attach multiple volumes to a node. The 'volumes' and 'node' arguments are required, where 'node' is a libcloud node, and 'volumes' is a list of maps, where each map contains: size The size of ...
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.. versionadded:: 2017.7.0 Create and attach multiple volumes to a node. The 'volumes' and 'node' arguments are required, where 'node' is a libcloud node, and 'volumes' is a list of maps, where each map contains: size The size of the new disk in GB. Required. type The disk type, e...
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python
train
32.240741
pywbem/pywbem
pywbem_mock/_wbemconnection_mock.py
https://github.com/pywbem/pywbem/blob/e54ecb82c2211e289a268567443d60fdd489f1e4/pywbem_mock/_wbemconnection_mock.py#L1206-L1233
def _get_class_repo(self, namespace): """ Returns the class repository for the specified CIM namespace within the mock repository. This is the original instance variable, so any modifications will change the mock repository. Validates that the namespace exists in the mock reposi...
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python
train
30.5
bxlab/bx-python
lib/bx_extras/pstat.py
https://github.com/bxlab/bx-python/blob/09cb725284803df90a468d910f2274628d8647de/lib/bx_extras/pstat.py#L543-L555
def pl (listoflists): """ Prints a list of lists, 1 list (row) at a time. Usage: pl(listoflists) Returns: None """ for row in listoflists: if row[-1] == '\n': print(row, end=' ') else: print(row) return None
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Prints a list of lists, 1 list (row) at a time. Usage: pl(listoflists) Returns: None
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python
train
19.230769
OnroerendErfgoed/pyramid_urireferencer
pyramid_urireferencer/models.py
https://github.com/OnroerendErfgoed/pyramid_urireferencer/blob/c6ee4ba863e32ced304b9cf00f3f5b450757a29a/pyramid_urireferencer/models.py#L114-L121
def load_from_json(data): """ Load a :class:`Item` from a dictionary ot string (that will be parsed as json) """ if isinstance(data, str): data = json.loads(data) return Item(data['title'], data['uri'])
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Load a :class:`Item` from a dictionary ot string (that will be parsed as json)
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python
train
31.875
addok/addok
addok/fuzzy.py
https://github.com/addok/addok/blob/46a270d76ec778d2b445c2be753e5c6ba070a9b2/addok/fuzzy.py#L11-L38
def make_fuzzy(word, max=1): """Naive neighborhoods algo.""" # inversions neighbors = [] for i in range(0, len(word) - 1): neighbor = list(word) neighbor[i], neighbor[i+1] = neighbor[i+1], neighbor[i] neighbors.append(''.join(neighbor)) # substitutions for letter in strin...
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Naive neighborhoods algo.
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python
test
33.607143
log2timeline/plaso
plaso/parsers/recycler.py
https://github.com/log2timeline/plaso/blob/9c564698d2da3ffbe23607a3c54c0582ea18a6cc/plaso/parsers/recycler.py#L227-L273
def ParseFileObject(self, parser_mediator, file_object): """Parses a Windows Recycler INFO2 file-like object. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. file_object (dfvfs.FileIO): file-like object. R...
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Parses a Windows Recycler INFO2 file-like object. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. file_object (dfvfs.FileIO): file-like object. Raises: UnableToParseFile: when the file cannot be parsed.
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python
train
34.425532
MacHu-GWU/superjson-project
superjson/pkg/dateutil/zoneinfo/rebuild.py
https://github.com/MacHu-GWU/superjson-project/blob/782ca4b2edbd4b4018b8cedee42eeae7c921b917/superjson/pkg/dateutil/zoneinfo/rebuild.py#L14-L42
def rebuild(filename, tag=None, format="gz", zonegroups=[], metadata=None): """Rebuild the internal timezone info in dateutil/zoneinfo/zoneinfo*tar* filename is the timezone tarball from ftp.iana.org/tz. """ tmpdir = tempfile.mkdtemp() zonedir = os.path.join(tmpdir, "zoneinfo") moduledir = os....
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Rebuild the internal timezone info in dateutil/zoneinfo/zoneinfo*tar* filename is the timezone tarball from ftp.iana.org/tz.
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python
valid
39.172414
PonteIneptique/collatinus-python
pycollatinus/lemme.py
https://github.com/PonteIneptique/collatinus-python/blob/fca37b0b77bc60f47d3c24ab42f6d0bdca6ba0f5/pycollatinus/lemme.py#L143-L152
def ajRadical(self, i, r=None): """ Ajoute le radical r de numéro i à la map des radicaux du lemme. :param i: Index de radical :type i: int :param r: Radical à ajouter :type r: Radical """ if r: self._radicaux[i].append(r)
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Ajoute le radical r de numéro i à la map des radicaux du lemme. :param i: Index de radical :type i: int :param r: Radical à ajouter :type r: Radical
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python
train
28.2
helixyte/everest
everest/repositories/manager.py
https://github.com/helixyte/everest/blob/70c9b93c3061db5cb62428349d18b8fb8566411b/everest/repositories/manager.py#L54-L89
def new(self, repo_type, name=None, make_default=False, repository_class=None, aggregate_class=None, configuration=None): """ Creates a new repository of the given type. If the root repository domain (see :class:`everest.repositories.constants.REPOSITORY_DOMAINS`) ...
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Creates a new repository of the given type. If the root repository domain (see :class:`everest.repositories.constants.REPOSITORY_DOMAINS`) is passed as a repository name, the type string is used as the name; if no name is passed, a unique name is created automatically.
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python
train
47.055556
google/grr
grr/server/grr_response_server/authorization/auth_manager.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/authorization/auth_manager.py#L107-L118
def CheckPermissions(self, username, subject): """Checks if a given user has access to a given subject.""" if subject in self.authorized_users: return ((username in self.authorized_users[subject]) or self.group_access_manager.MemberOfAuthorizedGroup( username, subject)) ...
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Checks if a given user has access to a given subject.
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python
train
48
daviddrysdale/python-phonenumbers
python/phonenumbers/re_util.py
https://github.com/daviddrysdale/python-phonenumbers/blob/9cc5bb4ab5e661e70789b4c64bf7a9383c7bdc20/python/phonenumbers/re_util.py#L27-L39
def fullmatch(pattern, string, flags=0): """Try to apply the pattern at the start of the string, returning a match object if the whole string matches, or None if no match was found.""" # Build a version of the pattern with a non-capturing group around it. # This is needed to get m.end() to correctly rep...
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Try to apply the pattern at the start of the string, returning a match object if the whole string matches, or None if no match was found.
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python
train
54.846154
kejbaly2/metrique
metrique/metrique.py
https://github.com/kejbaly2/metrique/blob/a10b076097441b7dde687949139f702f5c1e1b35/metrique/metrique.py#L332-L353
def get_cube(self, cube, init=True, name=None, copy_config=True, **kwargs): '''wrapper for :func:`metrique.utils.get_cube` Locates and loads a metrique cube :param cube: name of cube to load :param init: (bool) initialize cube before returning? :param name: override the name of...
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wrapper for :func:`metrique.utils.get_cube` Locates and loads a metrique cube :param cube: name of cube to load :param init: (bool) initialize cube before returning? :param name: override the name of the cube :param copy_config: apply config of calling cube to new? ...
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python
train
47.136364
PatrikValkovic/grammpy
grammpy/transforms/EpsilonRulesRemove/remove_rules_with_epsilon.py
https://github.com/PatrikValkovic/grammpy/blob/879ce0ef794ac2823acc19314fcd7a8aba53e50f/grammpy/transforms/EpsilonRulesRemove/remove_rules_with_epsilon.py#L66-L103
def remove_rules_with_epsilon(grammar, inplace=False): # type: (Grammar, bool) -> Grammar """ Remove epsilon rules. :param grammar: Grammar where rules remove :param inplace: True if transformation should be performed in place, false otherwise. False by default. :return: Grammar without epsi...
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Remove epsilon rules. :param grammar: Grammar where rules remove :param inplace: True if transformation should be performed in place, false otherwise. False by default. :return: Grammar without epsilon rules.
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python
train
41.631579
sbuss/pypercube
pypercube/expression.py
https://github.com/sbuss/pypercube/blob/e9d2cca9c004b8bad6d1e0b68b080f887a186a22/pypercube/expression.py#L298-L308
def ge(self, event_property, value): """A greater-than-or-equal-to filter chain. >>> request_time = EventExpression('request', 'elapsed_ms') >>> filtered = request_time.ge('elapsed_ms', 500) >>> print(filtered) request(elapsed_ms).ge(elapsed_ms, 500) """ c = self...
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A greater-than-or-equal-to filter chain. >>> request_time = EventExpression('request', 'elapsed_ms') >>> filtered = request_time.ge('elapsed_ms', 500) >>> print(filtered) request(elapsed_ms).ge(elapsed_ms, 500)
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python
train
35.818182
andialbrecht/sqlparse
sqlparse/engine/statement_splitter.py
https://github.com/andialbrecht/sqlparse/blob/913b56e34edc7e3025feea4744dbd762774805c3/sqlparse/engine/statement_splitter.py#L28-L78
def _change_splitlevel(self, ttype, value): """Get the new split level (increase, decrease or remain equal)""" # parenthesis increase/decrease a level if ttype is T.Punctuation and value == '(': return 1 elif ttype is T.Punctuation and value == ')': return -1 ...
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Get the new split level (increase, decrease or remain equal)
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python
train
35.27451
spencerahill/aospy
aospy/utils/vertcoord.py
https://github.com/spencerahill/aospy/blob/2f6e775b9b9956c54af117fdcdce2c87196afb6c/aospy/utils/vertcoord.py#L78-L89
def to_phalf_from_pfull(arr, val_toa=0, val_sfc=0): """Compute data at half pressure levels from values at full levels. Could be the pressure array itself, but it could also be any other data defined at pressure levels. Requires specification of values at surface and top of atmosphere. """ pha...
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Compute data at half pressure levels from values at full levels. Could be the pressure array itself, but it could also be any other data defined at pressure levels. Requires specification of values at surface and top of atmosphere.
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python
train
39.75
numenta/htmresearch
htmresearch/algorithms/faulty_temporal_memory.py
https://github.com/numenta/htmresearch/blob/70c096b09a577ea0432c3f3bfff4442d4871b7aa/htmresearch/algorithms/faulty_temporal_memory.py#L46-L78
def killCells(self, percent = 0.05): """ Changes the percentage of cells that are now considered dead. The first time you call this method a permutation list is set up. Calls change the number of cells considered dead. """ if self.zombiePermutation is None: self.zombiePermutation = numpy....
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Changes the percentage of cells that are now considered dead. The first time you call this method a permutation list is set up. Calls change the number of cells considered dead.
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python
train
36.969697
nerdvegas/rez
src/rez/vendor/distlib/locators.py
https://github.com/nerdvegas/rez/blob/1d3b846d53b5b5404edfe8ddb9083f9ceec8c5e7/src/rez/vendor/distlib/locators.py#L313-L370
def locate(self, requirement, prereleases=False): """ Find the most recent distribution which matches the given requirement. :param requirement: A requirement of the form 'foo (1.0)' or perhaps 'foo (>= 1.0, < 2.0, != 1.3)' :param prereleases: If ``Tr...
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Find the most recent distribution which matches the given requirement. :param requirement: A requirement of the form 'foo (1.0)' or perhaps 'foo (>= 1.0, < 2.0, != 1.3)' :param prereleases: If ``True``, allow pre-release versions to be loc...
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python
train
43.241379
tensorflow/tensor2tensor
tensor2tensor/models/research/transformer_moe.py
https://github.com/tensorflow/tensor2tensor/blob/272500b6efe353aeb638d2745ed56e519462ca31/tensor2tensor/models/research/transformer_moe.py#L365-L395
def transformer_moe_2k(): """Base transformers model with moe. Will have the following architecture: * No encoder. * Layer 0: a - sep (self-attention - unmasked separable convolutions) * Layer 1: a - sep * Layer 2: a - sep * Layer 3: a - sep * Layer 4: a - sep * Decoder architecture: *...
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Base transformers model with moe. Will have the following architecture: * No encoder. * Layer 0: a - sep (self-attention - unmasked separable convolutions) * Layer 1: a - sep * Layer 2: a - sep * Layer 3: a - sep * Layer 4: a - sep * Decoder architecture: * Layer 0: a - a - sepm (self-a...
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python
train
28.064516
SpriteLink/NIPAP
nipap-www/nipapwww/controllers/error.py
https://github.com/SpriteLink/NIPAP/blob/f96069f11ab952d80b13cab06e0528f2d24b3de9/nipap-www/nipapwww/controllers/error.py#L67-L73
def _serve_file(self, path): """Call Paste's FileApp (a WSGI application) to serve the file at the specified path """ request = self._py_object.request request.environ['PATH_INFO'] = '/%s' % path return PkgResourcesParser('pylons', 'pylons')(request.environ, self.start_re...
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Call Paste's FileApp (a WSGI application) to serve the file at the specified path
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python
train
45.857143
GetmeUK/MongoFrames
mongoframes/frames.py
https://github.com/GetmeUK/MongoFrames/blob/7d2bd792235dfa77a9deecab5366f5f73480823d/mongoframes/frames.py#L218-L232
def insert(self): """Insert this document""" from mongoframes.queries import to_refs # Send insert signal signal('insert').send(self.__class__, frames=[self]) # Prepare the document to be inserted document = to_refs(self._document) # Insert the document and upd...
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Insert this document
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python
train
32.333333
COALAIP/pycoalaip
coalaip/data_formats.py
https://github.com/COALAIP/pycoalaip/blob/cecc8f6ff4733f0525fafcee63647753e832f0be/coalaip/data_formats.py#L56-L80
def _data_format_resolver(data_format, resolver_dict): """Resolve a value from :attr:`resolver_dict` based on the :attr:`data_format`. Args: data_format (:class:`~.DataFormat` or str): The data format; must be a member of :class:`~.DataFormat` or a string equivalent. ...
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Resolve a value from :attr:`resolver_dict` based on the :attr:`data_format`. Args: data_format (:class:`~.DataFormat` or str): The data format; must be a member of :class:`~.DataFormat` or a string equivalent. resolver_dict (dict): the resolving dict. Can hold any value ...
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python
train
40.88
wglass/lighthouse
lighthouse/reporter.py
https://github.com/wglass/lighthouse/blob/f4ce6550895acc31e433ede0c05d366718a3ffe5/lighthouse/reporter.py#L49-L54
def on_service_add(self, service): """ When a new service is added, a worker thread is launched to periodically run the checks for that service. """ self.launch_thread(service.name, self.check_loop, service)
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When a new service is added, a worker thread is launched to periodically run the checks for that service.
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python
train
40.333333
aws/aws-dynamodb-encryption-python
src/dynamodb_encryption_sdk/internal/crypto/jce_bridge/primitives.py
https://github.com/aws/aws-dynamodb-encryption-python/blob/8de3bbe13df39c59b21bf431010f7acfcf629a2f/src/dynamodb_encryption_sdk/internal/crypto/jce_bridge/primitives.py#L296-L300
def _disable_encryption(self): # () -> None """Enable encryption methods for ciphers that support them.""" self.encrypt = self._disabled_encrypt self.decrypt = self._disabled_decrypt
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Enable encryption methods for ciphers that support them.
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python
train
42
Erotemic/utool
_broken/_grave.py
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/_broken/_grave.py#L47-L64
def roundrobin(*iterables): """roundrobin('ABC', 'D', 'EF') --> A D E B F C""" raise NotImplementedError('not sure if this implementation is correct') # http://stackoverflow.com/questions/11125212/interleaving-lists-in-python #sentinel = object() #return (x for x in chain(*zip_longest(fillvalue=sent...
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roundrobin('ABC', 'D', 'EF') --> A D E B F C
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python
train
39.611111
sbg/sevenbridges-python
sevenbridges/models/division.py
https://github.com/sbg/sevenbridges-python/blob/f62640d1018d959f0b686f2dbe5e183085336607/sevenbridges/models/division.py#L34-L47
def query(cls, offset=None, limit=None, api=None): """ Query (List) divisions. :param offset: Pagination offset. :param limit: Pagination limit. :param api: Api instance. :return: Collection object. """ api = api if api else cls._API return super(...
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Query (List) divisions. :param offset: Pagination offset. :param limit: Pagination limit. :param api: Api instance. :return: Collection object.
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python
train
31.214286
RedHatInsights/insights-core
insights/client/connection.py
https://github.com/RedHatInsights/insights-core/blob/b57cbf8ed7c089672426ede0441e0a4f789ef4a1/insights/client/connection.py#L722-L766
def _legacy_upload_archive(self, data_collected, duration): ''' Do an HTTPS upload of the archive ''' file_name = os.path.basename(data_collected) try: from insights.contrib import magic m = magic.open(magic.MAGIC_MIME) m.load() mim...
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Do an HTTPS upload of the archive
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python
train
39.066667
saltstack/salt
salt/beacons/btmp.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/beacons/btmp.py#L266-L331
def beacon(config): ''' Read the last btmp file and return information on the failed logins ''' ret = [] users = {} groups = {} defaults = None for config_item in config: if 'users' in config_item: users = config_item['users'] if 'groups' in config_item: ...
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Read the last btmp file and return information on the failed logins
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python
train
34.515152
pymupdf/PyMuPDF
fitz/fitz.py
https://github.com/pymupdf/PyMuPDF/blob/917f2d83482510e26ba0ff01fd2392c26f3a8e90/fitz/fitz.py#L2156-L2172
def insertPDF(self, docsrc, from_page=-1, to_page=-1, start_at=-1, rotate=-1, links=1): """Copy page range ['from', 'to'] of source PDF, starting as page number 'start_at'.""" if self.isClosed or self.isEncrypted: raise ValueError("operation illegal for closed / encrypted doc") if id...
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Copy page range ['from', 'to'] of source PDF, starting as page number 'start_at'.
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python
train
44.176471
google/grr
grr/client/grr_response_client/comms.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/client/grr_response_client/comms.py#L790-L829
def run(self): """Main thread for processing messages.""" self.OnStartup() try: while True: message = self._in_queue.get() # A message of None is our terminal message. if message is None: break try: self.HandleMessage(message) # Catch a...
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Main thread for processing messages.
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python
train
36.1
saltstack/salt
salt/spm/__init__.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/spm/__init__.py#L382-L389
def _local_install(self, args, pkg_name=None): ''' Install a package from a file ''' if len(args) < 2: raise SPMInvocationError('A package file must be specified') self._install(args)
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Install a package from a file
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python
train
28.625
NatLibFi/Skosify
skosify/infer.py
https://github.com/NatLibFi/Skosify/blob/1d269987f10df08e706272dcf6a86aef4abebcde/skosify/infer.py#L94-L112
def rdfs_classes(rdf): """Perform RDFS subclass inference. Mark all resources with a subclass type with the upper class.""" # find out the subclass mappings upperclasses = {} # key: class val: set([superclass1, superclass2..]) for s, o in rdf.subject_objects(RDFS.subClassOf): upperclasses...
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Perform RDFS subclass inference. Mark all resources with a subclass type with the upper class.
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python
train
39.263158
spdx/tools-python
spdx/parsers/rdf.py
https://github.com/spdx/tools-python/blob/301d72f6ae57c832c1da7f6402fa49b192de6810/spdx/parsers/rdf.py#L144-L162
def get_extr_license_ident(self, extr_lic): """ Return an a license identifier from an ExtractedLicense or None. """ identifier_tripples = list(self.graph.triples((extr_lic, self.spdx_namespace['licenseId'], None))) if not identifier_tripples: self.error = True ...
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Return an a license identifier from an ExtractedLicense or None.
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python
valid
35.894737
polyaxon/rhea
rhea/manager.py
https://github.com/polyaxon/rhea/blob/f47b59777cd996d834a0497a1ab442541aaa8a62/rhea/manager.py#L329-L369
def get_uri(self, key, is_list=False, is_optional=False, is_secret=False, is_local=False, default=None, options=None): """ Get a the value corresponding to the key and converts it to `UriSpec`...
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Get a the value corresponding to the key and converts it to `UriSpec`. Args key: the dict key. is_list: If this is one element or a list of elements. is_optional: To raise an error if key was not found. is_secret: If the key is a secret. is_local: If ...
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python
train
43.95122
shoebot/shoebot
lib/photobot/__init__.py
https://github.com/shoebot/shoebot/blob/d554c1765c1899fa25727c9fc6805d221585562b/lib/photobot/__init__.py#L726-L735
def flip(self, axis=HORIZONTAL): """Flips the layer, either HORIZONTAL or VERTICAL. """ if axis == HORIZONTAL: self.img = self.img.transpose(Image.FLIP_LEFT_RIGHT) if axis == VERTICAL: self.img = self.img.transpose(Image.FLIP_TOP_BOTTOM)
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Flips the layer, either HORIZONTAL or VERTICAL.
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python
valid
29.5
dyve/django-bootstrap3
bootstrap3/forms.py
https://github.com/dyve/django-bootstrap3/blob/1d4095ba113a1faff228f9592bdad4f0b3aed653/bootstrap3/forms.py#L41-L46
def render_formset(formset, **kwargs): """ Render a formset to a Bootstrap layout """ renderer_cls = get_formset_renderer(**kwargs) return renderer_cls(formset, **kwargs).render()
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Render a formset to a Bootstrap layout
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python
train
32.333333
oscarlazoarjona/fast
fast/magnetic_field.py
https://github.com/oscarlazoarjona/fast/blob/3e5400672af2a7b7cc616e7f4aa10d7672720222/fast/magnetic_field.py#L114-L160
def paschen_back_energies(fine_state, Bz): r"""Return Paschen-Back regime energies for a given fine state and\ magnetic field. >>> ground_state = State("Rb", 87, 5, 0, 1/Integer(2)) >>> Bz = 200.0 >>> Bz = Bz/10000 >>> for f_group in paschen_back_energies(ground_state, Bz): ... ...
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r"""Return Paschen-Back regime energies for a given fine state and\ magnetic field. >>> ground_state = State("Rb", 87, 5, 0, 1/Integer(2)) >>> Bz = 200.0 >>> Bz = Bz/10000 >>> for f_group in paschen_back_energies(ground_state, Bz): ... print(f_group) [1.51284728917866e-24 3.8048...
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python
train
33.382979
Parsely/schemato
schemato/schemadef.py
https://github.com/Parsely/schemato/blob/7002316fbcd52f2e669f8372bf1338c572e3df4b/schemato/schemadef.py#L89-L118
def _schema_nodes(self): """parse self._ontology_file into a graph""" name, ext = os.path.splitext(self._ontology_file) if ext in ['.ttl']: self._ontology_parser_function = \ lambda s: rdflib.Graph().parse(s, format='n3') else: self._ontology_parse...
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parse self._ontology_file into a graph
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python
train
38.533333
PSU-OIT-ARC/elasticmodels
elasticmodels/analysis.py
https://github.com/PSU-OIT-ARC/elasticmodels/blob/67870508096f66123ef10b89789bbac06571cc80/elasticmodels/analysis.py#L52-L60
def collect_analysis(using): """ generate the analysis settings from Python land """ python_analysis = defaultdict(dict) for index in registry.indexes_for_connection(using): python_analysis.update(index._doc_type.mapping._collect_analysis()) return stringer(python_analysis)
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generate the analysis settings from Python land
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python
train
33.222222
shendo/websnort
websnort/ids/suricata.py
https://github.com/shendo/websnort/blob/19495e8834a111e889ba28efad8cd90cf55eb661/websnort/ids/suricata.py#L66-L88
def run(self, pcap): """ Runs suricata against the supplied pcap. :param pcap: Filepath to pcap file to scan :returns: tuple of version, list of alerts """ tmpdir = None try: tmpdir = tempfile.mkdtemp(prefix='tmpsuri') proc = Popen(self._s...
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Runs suricata against the supplied pcap. :param pcap: Filepath to pcap file to scan :returns: tuple of version, list of alerts
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python
train
38.347826
faucamp/python-gsmmodem
tools/gsmtermlib/trie.py
https://github.com/faucamp/python-gsmmodem/blob/834c68b1387ca2c91e2210faa8f75526b39723b5/tools/gsmtermlib/trie.py#L117-L123
def _allKeys(self, prefix): """ Private implementation method. Use keys() instead. """ global dictItemsIter result = [prefix + self.key] if self.key != None else [] for key, trie in dictItemsIter(self.slots): result.extend(trie._allKeys(prefix + key)) ...
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Private implementation method. Use keys() instead.
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python
train
46.714286
rigetti/pyquil
pyquil/paulis.py
https://github.com/rigetti/pyquil/blob/ec98e453084b0037d69d8c3245f6822a5422593d/pyquil/paulis.py#L714-L739
def check_commutation(pauli_list, pauli_two): """ Check if commuting a PauliTerm commutes with a list of other terms by natural calculation. Uses the result in Section 3 of arXiv:1405.5749v2, modified slightly here to check for the number of anti-coincidences (which must always be even for commuting Pau...
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Check if commuting a PauliTerm commutes with a list of other terms by natural calculation. Uses the result in Section 3 of arXiv:1405.5749v2, modified slightly here to check for the number of anti-coincidences (which must always be even for commuting PauliTerms) instead of the no. of coincidences, as in the...
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python
train
38.538462
bio2bel/bio2bel
src/bio2bel/manager/flask_manager.py
https://github.com/bio2bel/bio2bel/blob/d80762d891fa18b248709ff0b0f97ebb65ec64c2/src/bio2bel/manager/flask_manager.py#L75-L98
def _add_admin(self, app, **kwargs): """Add a Flask Admin interface to an application. :param flask.Flask app: A Flask application :param kwargs: Keyword arguments are passed through to :class:`flask_admin.Admin` :rtype: flask_admin.Admin """ from flask_admin import Admi...
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Add a Flask Admin interface to an application. :param flask.Flask app: A Flask application :param kwargs: Keyword arguments are passed through to :class:`flask_admin.Admin` :rtype: flask_admin.Admin
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python
valid
34.75
hydraplatform/hydra-base
hydra_base/db/model.py
https://github.com/hydraplatform/hydra-base/blob/9251ff7946505f7a272c87837390acd1c435bc6e/hydra_base/db/model.py#L909-L928
def add_group(self, name, desc, status): """ Add a new group to a network. """ existing_group = get_session().query(ResourceGroup).filter(ResourceGroup.name==name, ResourceGroup.network_id==self.id).first() if existing_group is not None: raise HydraError("A resou...
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Add a new group to a network.
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python
train
31.3
pytroll/trollimage
trollimage/xrimage.py
https://github.com/pytroll/trollimage/blob/d35a7665ad475ff230e457085523e21f2cd3f454/trollimage/xrimage.py#L227-L274
def save(self, filename, fformat=None, fill_value=None, compute=True, keep_palette=False, cmap=None, **format_kwargs): """Save the image to the given *filename*. Args: filename (str): Output filename fformat (str): File format of output file (optional). Can be ...
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Save the image to the given *filename*. Args: filename (str): Output filename fformat (str): File format of output file (optional). Can be one of many image formats supported by the `rasterio` or `PIL` libraries ('jpg', 'png', ...
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python
train
57.104167
OpenAgInitiative/openag_python
openag/cli/firmware/base.py
https://github.com/OpenAgInitiative/openag_python/blob/f6202340292bbf7185e1a7d4290188c0dacbb8d0/openag/cli/firmware/base.py#L49-L56
def writeln(self, data): """ Write a line of text to the file :param data: The text to write """ self.f.write(" "*self.indent_level) self.f.write(data + "\n")
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Write a line of text to the file :param data: The text to write
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python
train
25
davidmcclure/textplot
textplot/matrix.py
https://github.com/davidmcclure/textplot/blob/889b949a637d99097ecec44ed4bfee53b1964dee/textplot/matrix.py#L50-L63
def set_pair(self, term1, term2, value, **kwargs): """ Set the value for a pair of terms. Args: term1 (str) term2 (str) value (mixed) """ key = self.key(term1, term2) self.keys.update([term1, term2]) self.pairs[key] = value
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Set the value for a pair of terms. Args: term1 (str) term2 (str) value (mixed)
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python
train
21.785714
aegirhall/console-menu
consolemenu/menu_component.py
https://github.com/aegirhall/console-menu/blob/1a28959d6f1dd6ac79c87b11efd8529d05532422/consolemenu/menu_component.py#L92-L102
def calculate_content_width(self): """ Calculate the width of inner content of the border. This will be the width of the menu borders, minus the left and right padding, and minus the two vertical border characters. For example, given a border width of 77, with left and right margins eac...
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Calculate the width of inner content of the border. This will be the width of the menu borders, minus the left and right padding, and minus the two vertical border characters. For example, given a border width of 77, with left and right margins each set to 2, the content width would be 71 (77 -...
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python
train
50.454545
Tanganelli/CoAPthon3
coapthon/serializer.py
https://github.com/Tanganelli/CoAPthon3/blob/985763bfe2eb9e00f49ec100c5b8877c2ed7d531/coapthon/serializer.py#L20-L129
def deserialize(datagram, source): """ De-serialize a stream of byte to a message. :param datagram: the incoming udp message :param source: the source address and port (ip, port) :return: the message :rtype: Message """ try: fmt = "!BBH" ...
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De-serialize a stream of byte to a message. :param datagram: the incoming udp message :param source: the source address and port (ip, port) :return: the message :rtype: Message
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python
train
43.590909
AndrewAnnex/SpiceyPy
spiceypy/spiceypy.py
https://github.com/AndrewAnnex/SpiceyPy/blob/fc20a9b9de68b58eed5b332f0c051fb343a6e335/spiceypy/spiceypy.py#L15156-L15177
def vsubg(v1, v2, ndim): """ Compute the difference between two double precision vectors of arbitrary dimension. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/vsubg_c.html :param v1: First vector (minuend). :type v1: Array of floats :param v2: Second vector (subtrahend). :t...
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Compute the difference between two double precision vectors of arbitrary dimension. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/vsubg_c.html :param v1: First vector (minuend). :type v1: Array of floats :param v2: Second vector (subtrahend). :type v2: Array of floats :param nd...
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python
train
31.409091
cltl/KafNafParserPy
KafNafParserPy/markable_data.py
https://github.com/cltl/KafNafParserPy/blob/9bc32e803c176404b255ba317479b8780ed5f569/KafNafParserPy/markable_data.py#L261-L277
def remove_markables(self,list_mark_ids): """ Removes a list of markables from the layer @type list_term_ids: list @param list_term_ids: list of markable identifiers to be removed """ nodes_to_remove = set() for markable in self: if markable.get_id()...
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python
train
38.117647
saltstack/salt
salt/modules/virt.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/virt.py#L4312-L4321
def _parse_caps_devices_features(node): ''' Parse the devices or features list of the domain capatilities ''' result = {} for child in node: if child.get('supported') == 'yes': enums = [_parse_caps_enum(node) for node in child.findall('enum')] result[child.tag] = {ite...
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Parse the devices or features list of the domain capatilities
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python
train
37.2
bristosoft/financial
finance.py
https://github.com/bristosoft/financial/blob/382c4fef610d67777d7109d9d0ae230ab67ca20f/finance.py#L90-L100
def syd(c, s, l): """ This accountancy function computes sum of the years digits depreciation for an asset purchased for cash with a known life span and salvage value. The depreciation is returned as a list in python. c = historcal cost or price paid s = the expected salvage proceeds l =...
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This accountancy function computes sum of the years digits depreciation for an asset purchased for cash with a known life span and salvage value. The depreciation is returned as a list in python. c = historcal cost or price paid s = the expected salvage proceeds l = expected useful life of the ...
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python
train
40.818182
Jammy2211/PyAutoLens
autolens/data/array/mask.py
https://github.com/Jammy2211/PyAutoLens/blob/91e50369c7a9c048c83d217625578b72423cd5a7/autolens/data/array/mask.py#L69-L86
def circular(cls, shape, pixel_scale, radius_arcsec, centre=(0., 0.), invert=False): """Setup a mask where unmasked pixels are within a circle of an input arc second radius and centre. Parameters ---------- shape: (int, int) The (y,x) shape of the mask in units of pixels. ...
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Setup a mask where unmasked pixels are within a circle of an input arc second radius and centre. Parameters ---------- shape: (int, int) The (y,x) shape of the mask in units of pixels. pixel_scale: float The arc-second to pixel conversion factor of each pixel. ...
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python
valid
50.722222
AkihikoITOH/capybara
capybara/virtualenv/lib/python2.7/site-packages/itsdangerous.py
https://github.com/AkihikoITOH/capybara/blob/e86c2173ea386654f4ae061148e8fbe3f25e715c/capybara/virtualenv/lib/python2.7/site-packages/itsdangerous.py#L525-L543
def load_payload(self, payload, serializer=None): """Loads the encoded object. This function raises :class:`BadPayload` if the payload is not valid. The `serializer` parameter can be used to override the serializer stored on the class. The encoded payload is always byte based. ...
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Loads the encoded object. This function raises :class:`BadPayload` if the payload is not valid. The `serializer` parameter can be used to override the serializer stored on the class. The encoded payload is always byte based.
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python
test
43.263158
saltstack/salt
salt/modules/boto_elasticache.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/boto_elasticache.py#L362-L387
def get_all_cache_subnet_groups(name=None, region=None, key=None, keyid=None, profile=None): ''' Return a list of all cache subnet groups with details CLI example:: salt myminion boto_elasticache.get_all_subnet_groups region=us-east-1 ''' conn = _get_conn(re...
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Return a list of all cache subnet groups with details CLI example:: salt myminion boto_elasticache.get_all_subnet_groups region=us-east-1
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python
train
39.346154
django-import-export/django-import-export
import_export/resources.py
https://github.com/django-import-export/django-import-export/blob/127f00d03fd0ad282615b064b7f444a639e6ff0c/import_export/resources.py#L259-L267
def get_or_init_instance(self, instance_loader, row): """ Either fetches an already existing instance or initializes a new one. """ instance = self.get_instance(instance_loader, row) if instance: return (instance, False) else: return (self.init_ins...
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Either fetches an already existing instance or initializes a new one.
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python
train
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pypyr/pypyr-cli
pypyr/utils/filesystem.py
https://github.com/pypyr/pypyr-cli/blob/4003f999cd5eb030b4c7407317de728f5115a80f/pypyr/utils/filesystem.py#L341-L354
def dump(self, file, payload): """Dump json oject to open file output. Writes json with 2 spaces indentation. Args: file: Open file-like object. Must be open for writing. payload: The Json object to write to file. Returns: None. """ ...
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python
train
25.857143
liminspace/dju-common
dju_common/tools.py
https://github.com/liminspace/dju-common/blob/c68860bb84d454a35e66275841c20f38375c2135/dju_common/tools.py#L53-L67
def dtstr_to_datetime(dtstr, to_tz=None, fail_silently=True): """ Convert result from datetime_to_dtstr to datetime in timezone UTC0. """ try: dt = datetime.datetime.utcfromtimestamp(int(dtstr, 36) / 1e3) if to_tz: dt = timezone.make_aware(dt, timezone=pytz.UTC) i...
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Convert result from datetime_to_dtstr to datetime in timezone UTC0.
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python
train
32.133333