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saltstack/salt
salt/loader.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/loader.py#L1067-L1076
def cache(opts, serial): ''' Returns the returner modules ''' return LazyLoader( _module_dirs(opts, 'cache', 'cache'), opts, tag='cache', pack={'__opts__': opts, '__context__': {'serial': serial}}, )
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Returns the returner modules
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python
train
24.2
devassistant/devassistant
devassistant/gui/gui_helper.py
https://github.com/devassistant/devassistant/blob/2dbfeaa666a64127263664d18969c55d19ecc83e/devassistant/gui/gui_helper.py#L138-L144
def create_button(self, style=Gtk.ReliefStyle.NORMAL): """ This is generalized method for creating Gtk.Button """ btn = Gtk.Button() btn.set_relief(style) return btn
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This is generalized method for creating Gtk.Button
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python
train
29.571429
coded-by-hand/mass
env/lib/python2.7/site-packages/pip-1.0.2-py2.7.egg/pip/util.py
https://github.com/coded-by-hand/mass/blob/59005479efed3cd8598a8f0c66791a4482071899/env/lib/python2.7/site-packages/pip-1.0.2-py2.7.egg/pip/util.py#L321-L332
def dist_location(dist): """ Get the site-packages location of this distribution. Generally this is dist.location, except in the case of develop-installed packages, where dist.location is the source code location, and we want to know where the egg-link file is. """ egg_link = egg_link_path(...
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Get the site-packages location of this distribution. Generally this is dist.location, except in the case of develop-installed packages, where dist.location is the source code location, and we want to know where the egg-link file is.
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python
train
33
google/mobly
mobly/controllers/monsoon.py
https://github.com/google/mobly/blob/38ba2cf7d29a20e6a2fca1718eecb337df38db26/mobly/controllers/monsoon.py#L290-L298
def SetMaxCurrent(self, i): """Set the max output current. """ if i < 0 or i > 8: raise MonsoonError(("Target max current %sA, is out of acceptable " "range [0, 8].") % i) val = 1023 - int((i / 8) * 1023) self._SendStruct("BBB", 0x01, 0...
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Set the max output current.
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python
train
42.444444
linkhub-sdk/popbill.py
popbill/cashbillService.py
https://github.com/linkhub-sdk/popbill.py/blob/68a0dd7f7a937603318e93be321fde73c50b96cc/popbill/cashbillService.py#L304-L351
def search(self, CorpNum, DType, SDate, EDate, State, TradeType, TradeUsage, TaxationType, Page, PerPage, Order, UserID=None, QString=None, TradeOpt=None): """ λͺ©λ‘ 쑰회 args CorpNum : νŒλΉŒνšŒμ› μ‚¬μ—…μžλ²ˆν˜Έ DType : μΌμžμœ ν˜•, R-λ“±λ‘μΌμž, T-거래일자, I-λ°œν–‰μΌμž 쀑 택 1 ...
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λͺ©λ‘ 쑰회 args CorpNum : νŒλΉŒνšŒμ› μ‚¬μ—…μžλ²ˆν˜Έ DType : μΌμžμœ ν˜•, R-λ“±λ‘μΌμž, T-거래일자, I-λ°œν–‰μΌμž 쀑 택 1 SDate : μ‹œμž‘μΌμž, ν‘œμ‹œν˜•μ‹(yyyyMMdd) EDate : μ’…λ£ŒμΌμž, ν‘œμ‹œν˜•μ‹(yyyyMMdd) State : μƒνƒœμ½”λ“œ λ°°μ—΄, 2,3번째 μžλ¦¬μ— μ™€μΌλ“œμΉ΄λ“œ(*) μ‚¬μš©κ°€λŠ₯ TradeType : λ¬Έμ„œν˜•νƒœ λ°°μ—΄, N-μΌλ°˜ν˜„κΈˆμ˜μˆ˜μ¦,...
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python
train
38.729167
apache/spark
python/pyspark/sql/streaming.py
https://github.com/apache/spark/blob/618d6bff71073c8c93501ab7392c3cc579730f0b/python/pyspark/sql/streaming.py#L811-L825
def queryName(self, queryName): """Specifies the name of the :class:`StreamingQuery` that can be started with :func:`start`. This name must be unique among all the currently active queries in the associated SparkSession. .. note:: Evolving. :param queryName: unique name for the...
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Specifies the name of the :class:`StreamingQuery` that can be started with :func:`start`. This name must be unique among all the currently active queries in the associated SparkSession. .. note:: Evolving. :param queryName: unique name for the query >>> writer = sdf.writeStrea...
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python
train
43
DistrictDataLabs/yellowbrick
yellowbrick/base.py
https://github.com/DistrictDataLabs/yellowbrick/blob/59b67236a3862c73363e8edad7cd86da5b69e3b2/yellowbrick/base.py#L236-L247
def set_title(self, title=None): """ Sets the title on the current axes. Parameters ---------- title: string, default: None Add title to figure or if None leave untitled. """ title = self.title or title if title is not None: self.a...
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Sets the title on the current axes. Parameters ---------- title: string, default: None Add title to figure or if None leave untitled.
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python
train
27.25
andreikop/qutepart
qutepart/syntax/__init__.py
https://github.com/andreikop/qutepart/blob/109d76b239751318bcef06f39b2fbbf18687a40b/qutepart/syntax/__init__.py#L205-L212
def _getSyntaxByFirstLine(self, firstLine): """Get syntax by first line of the file """ for pattern, xmlFileName in self._firstLineToXmlFileName.items(): if fnmatch.fnmatch(firstLine, pattern): return self._getSyntaxByXmlFileName(xmlFileName) else: ...
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Get syntax by first line of the file
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python
train
44.75
merll/docker-map
dockermap/map/runner/base.py
https://github.com/merll/docker-map/blob/e14fe86a6ff5c33d121eb2f9157e9359cb80dd02/dockermap/map/runner/base.py#L450-L465
def get_network_remove_kwargs(self, action, network_name, kwargs=None): """ Generates keyword arguments for the Docker client to remove a network. :param action: Action configuration. :type action: ActionConfig :param network_name: Network name or id. :type network_name:...
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Generates keyword arguments for the Docker client to remove a network. :param action: Action configuration. :type action: ActionConfig :param network_name: Network name or id. :type network_name: unicode | str :param kwargs: Additional keyword arguments to complement or override...
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python
train
40.25
basho/riak-python-client
riak/codecs/pbuf.py
https://github.com/basho/riak-python-client/blob/91de13a16607cdf553d1a194e762734e3bec4231/riak/codecs/pbuf.py#L758-L787
def encode_timeseries_put(self, tsobj): """ Fills an TsPutReq message with the appropriate data and metadata from a TsObject. :param tsobj: a TsObject :type tsobj: TsObject :param req: the protobuf message to fill :type req: riak.pb.riak_ts_pb2.TsPutReq "...
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python
train
38
bhmm/bhmm
bhmm/_external/sklearn/mixture/gmm.py
https://github.com/bhmm/bhmm/blob/9804d18c2ddb684fb4d90b544cc209617a89ca9a/bhmm/_external/sklearn/mixture/gmm.py#L285-L322
def score_samples(self, X): """Return the per-sample likelihood of the data under the model. Compute the log probability of X under the model and return the posterior distribution (responsibilities) of each mixture component for each element of X. Parameters ---------- ...
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Return the per-sample likelihood of the data under the model. Compute the log probability of X under the model and return the posterior distribution (responsibilities) of each mixture component for each element of X. Parameters ---------- X: array_like, shape (n_samples...
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python
train
37.763158
secdev/scapy
scapy/layers/tls/record.py
https://github.com/secdev/scapy/blob/3ffe757c184017dd46464593a8f80f85abc1e79a/scapy/layers/tls/record.py#L543-L555
def _tls_auth_encrypt(self, s): """ Return the TLSCiphertext.fragment for AEAD ciphers, i.e. the whole GenericAEADCipher. Also, the additional data is computed right here. """ write_seq_num = struct.pack("!Q", self.tls_session.wcs.seq_num) self.tls_session.wcs.seq_num += ...
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Return the TLSCiphertext.fragment for AEAD ciphers, i.e. the whole GenericAEADCipher. Also, the additional data is computed right here.
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python
train
48.076923
pypa/pipenv
pipenv/vendor/cerberus/errors.py
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/vendor/cerberus/errors.py#L407-L431
def encode_unicode(f): """Cerberus error messages expect regular binary strings. If unicode is used in a ValidationError message can't be printed. This decorator ensures that if legacy Python is used unicode strings are encoded before passing to a function. """ @wraps(f) def wrapped(obj, er...
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Cerberus error messages expect regular binary strings. If unicode is used in a ValidationError message can't be printed. This decorator ensures that if legacy Python is used unicode strings are encoded before passing to a function.
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python
train
35.32
BernardFW/bernard
src/bernard/storage/register/redis.py
https://github.com/BernardFW/bernard/blob/9c55703e5ffe5717c9fa39793df59dbfa5b4c5ab/src/bernard/storage/register/redis.py#L82-L88
async def _replace(self, key: Text, data: Dict[Text, Any]) -> None: """ Replace the register with a new value. """ with await self.pool as r: await r.set(self.register_key(key), ujson.dumps(data))
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Replace the register with a new value.
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python
train
33.571429
Jaymon/prom
prom/cli/generate.py
https://github.com/Jaymon/prom/blob/b7ad2c259eca198da03e1e4bc7d95014c168c361/prom/cli/generate.py#L50-L84
def main_generate(table_names, stream): """This will print out valid prom python code for given tables that already exist in a database. This is really handy when you want to bootstrap an existing database to work with prom and don't want to manually create Orm objects for the tables you want to us...
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This will print out valid prom python code for given tables that already exist in a database. This is really handy when you want to bootstrap an existing database to work with prom and don't want to manually create Orm objects for the tables you want to use, let `generate` do it for you
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python
train
43.314286
Karaage-Cluster/python-tldap
tldap/database/__init__.py
https://github.com/Karaage-Cluster/python-tldap/blob/61f1af74a3648cb6491e7eeb1ee2eb395d67bf59/tldap/database/__init__.py#L448-L475
def search(table: LdapObjectClass, query: Optional[Q] = None, database: Optional[Database] = None, base_dn: Optional[str] = None) -> Iterator[LdapObject]: """ Search for a object of given type in the database. """ fields = table.get_fields() db_fields = { name: field for name, fie...
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Search for a object of given type in the database.
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python
train
32.357143
Neurita/boyle
boyle/dicom/convert.py
https://github.com/Neurita/boyle/blob/2dae7199849395a209c887d5f30506e1de8a9ad9/boyle/dicom/convert.py#L44-L102
def add_meta_to_nii(nii_file, dicom_file, dcm_tags=''): """ Add slice duration and acquisition times to the headers of the nifit1 files in `nii_file`. It will add the repetition time of the DICOM file (field: {0x0018, 0x0080, DS, Repetition Time}) to the NifTI file as well as any other tag in `dcm_tags`. ...
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python
valid
35.186441
saltstack/salt
salt/modules/pushbullet.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/pushbullet.py#L65-L84
def push_note(device=None, title=None, body=None): ''' Pushing a text note. :param device: Pushbullet target device :param title: Note title :param body: Note body :return: Boolean if message was sent successfully. CLI Example: .. code-block:: bash salt "...
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Pushing a text note. :param device: Pushbullet target device :param title: Note title :param body: Note body :return: Boolean if message was sent successfully. CLI Example: .. code-block:: bash salt "*" pushbullet.push_note device="Chrome" title="Example title" b...
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python
train
23.9
raphaelm/django-hierarkey
hierarkey/forms.py
https://github.com/raphaelm/django-hierarkey/blob/3ca822f94fa633c9a6d5abe9c80cb1551299ae46/hierarkey/forms.py#L30-L64
def save(self) -> None: """ Saves all changed values to the database. """ for name, field in self.fields.items(): value = self.cleaned_data[name] if isinstance(value, UploadedFile): # Delete old file fname = self._s.get(name, as_typ...
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Saves all changed values to the database.
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python
train
41.057143
ktbyers/netmiko
netmiko/base_connection.py
https://github.com/ktbyers/netmiko/blob/54e6116c0b4664de2123081937e0a9a27bdfdfea/netmiko/base_connection.py#L996-L1016
def set_terminal_width(self, command="", delay_factor=1): """CLI terminals try to automatically adjust the line based on the width of the terminal. This causes the output to get distorted when accessed programmatically. Set terminal width to 511 which works on a broad set of devices. :...
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python
train
39.666667
saltstack/salt
salt/utils/args.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/utils/args.py#L72-L88
def condition_input(args, kwargs): ''' Return a single arg structure for the publisher to safely use ''' ret = [] for arg in args: if (six.PY3 and isinstance(arg, six.integer_types) and salt.utils.jid.is_jid(six.text_type(arg))) or \ (six.PY2 and isinstance(arg, long)): # pylint: di...
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Return a single arg structure for the publisher to safely use
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python
train
37
twilio/twilio-python
twilio/rest/taskrouter/v1/workspace/workflow/workflow_cumulative_statistics.py
https://github.com/twilio/twilio-python/blob/c867895f55dcc29f522e6e8b8868d0d18483132f/twilio/rest/taskrouter/v1/workspace/workflow/workflow_cumulative_statistics.py#L93-L107
def get_instance(self, payload): """ Build an instance of WorkflowCumulativeStatisticsInstance :param dict payload: Payload response from the API :returns: twilio.rest.taskrouter.v1.workspace.workflow.workflow_cumulative_statistics.WorkflowCumulativeStatisticsInstance :rtype: t...
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Build an instance of WorkflowCumulativeStatisticsInstance :param dict payload: Payload response from the API :returns: twilio.rest.taskrouter.v1.workspace.workflow.workflow_cumulative_statistics.WorkflowCumulativeStatisticsInstance :rtype: twilio.rest.taskrouter.v1.workspace.workflow.workflow_...
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python
train
43.733333
brocade/pynos
pynos/versions/ver_6/ver_6_0_1/yang/tailf_confd_monitoring.py
https://github.com/brocade/pynos/blob/bd8a34e98f322de3fc06750827d8bbc3a0c00380/pynos/versions/ver_6/ver_6_0_1/yang/tailf_confd_monitoring.py#L698-L710
def confd_state_internal_callpoints_validationpoint_id(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") confd_state = ET.SubElement(config, "confd-state", xmlns="http://tail-f.com/yang/confd-monitoring") internal = ET.SubElement(confd_state, "internal") ...
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Auto Generated Code
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python
train
47.076923
pyQode/pyqode.core
pyqode/core/modes/right_margin.py
https://github.com/pyQode/pyqode.core/blob/a99ec6cd22d519394f613309412f8329dc4e90cb/pyqode/core/modes/right_margin.py#L72-L83
def _paint_margin(self, event): """ Paints the right margin after editor paint event. """ font = QtGui.QFont(self.editor.font_name, self.editor.font_size + self.editor.zoom_level) metrics = QtGui.QFontMetricsF(font) pos = self._margin_pos offset = self....
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Paints the right margin after editor paint event.
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python
train
48.666667
twitterdev/twitter-python-ads-sdk
twitter_ads/audience.py
https://github.com/twitterdev/twitter-python-ads-sdk/blob/b4488333ac2a794b85b7f16ded71e98b60e51c74/twitter_ads/audience.py#L116-L136
def save(self): """ Saves or updates the current tailored audience permission. """ if self.id: method = 'put' resource = self.RESOURCE.format( account_id=self.account.id, tailored_audience_id=self.tailored_audience_id, ...
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Saves or updates the current tailored audience permission.
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python
train
33.571429
gcrahay/python-wer
src/wer/schema.py
https://github.com/gcrahay/python-wer/blob/fad6bc4e379ec96a9483d32079098f19dfff1be5/src/wer/schema.py#L186-L199
def id(self): """ Computes the signature of the record, a SHA-512 of significant values :return: SHa-512 Hex string """ h = hashlib.new('sha512') for value in (self.machine.name, self.machine.os, self.user, self.application.name, self.application.pa...
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Computes the signature of the record, a SHA-512 of significant values :return: SHa-512 Hex string
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python
train
44.071429
openstack/horizon
openstack_dashboard/management/commands/migrate_settings.py
https://github.com/openstack/horizon/blob/5601ea9477323e599d9b766fcac1f8be742935b2/openstack_dashboard/management/commands/migrate_settings.py#L164-L220
def patch(self, force=False): """Patch local_settings.py.example with local_settings.diff. The patch application generates the local_settings.py file (the local_settings.py.example remains unchanged). http://github.com/sitkatech/pypatch fails if the local_settings.py.example fi...
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python
train
46.596491
bpsmith/tia
tia/analysis/model/ins.py
https://github.com/bpsmith/tia/blob/a7043b6383e557aeea8fc7112bbffd6e36a230e9/tia/analysis/model/ins.py#L30-L34
def total_return(self): """http://en.wikipedia.org/wiki/Total_shareholder_return - mimics bloomberg total return""" pxend = self.close pxstart = pxend.shift(1).bfill() return (1. + (pxend - pxstart + self.dvds.fillna(0)) / pxstart).cumprod() - 1
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http://en.wikipedia.org/wiki/Total_shareholder_return - mimics bloomberg total return
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python
train
54.6
welbornprod/colr
colr/colr.py
https://github.com/welbornprod/colr/blob/417117fdbddbc53142096685ac2af006b2bd0220/colr/colr.py#L400-L405
def get_all_names() -> Tuple[str]: """ Retrieve a tuple of all known color names, basic and 'known names'. """ names = list(basic_names) names.extend(name_data) return tuple(sorted(set(names)))
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Retrieve a tuple of all known color names, basic and 'known names'.
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python
train
34.666667
googleads/googleads-python-lib
examples/adwords/v201809/shopping/add_smart_shopping_ad.py
https://github.com/googleads/googleads-python-lib/blob/aa3b1b474b0f9789ca55ca46f4b2b57aeae38874/examples/adwords/v201809/shopping/add_smart_shopping_ad.py#L132-L162
def CreateSmartShoppingAdGroup(client, campaign_id): """Adds a new Smart Shopping ad group. Args: client: an AdWordsClient instance. campaign_id: the str ID of a Smart Shopping campaign. Returns: An ad group ID. """ ad_group_service = client.GetService('AdGroupService', version='v201809') # Cre...
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Adds a new Smart Shopping ad group. Args: client: an AdWordsClient instance. campaign_id: the str ID of a Smart Shopping campaign. Returns: An ad group ID.
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python
train
29.580645
MatiasSM/fcb
fcb/processing/transformations/ToImage.py
https://github.com/MatiasSM/fcb/blob/92a6c535287ea1c1ef986954a5d66e7905fb6221/fcb/processing/transformations/ToImage.py#L83-L93
def do_heavy_work(self, block): """ Note: Expects Compressor Block like objects """ src_file_path = block.latest_file_info.path img_path = src_file_path + self.get_extension() self.log.debug("Converting file '%s' to image '%s'", src_file_path, img_path) from_file_...
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Note: Expects Compressor Block like objects
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python
train
44.545455
chorsley/python-Wappalyzer
Wappalyzer/Wappalyzer.py
https://github.com/chorsley/python-Wappalyzer/blob/b785e29f12c8032c54279cfa9ce01ead702a386c/Wappalyzer/Wappalyzer.py#L244-L252
def get_categories(self, app_name): """ Returns a list of the categories for an app name. """ cat_nums = self.apps.get(app_name, {}).get("cats", []) cat_names = [self.categories.get("%s" % cat_num, "") for cat_num in cat_nums] return cat_names
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Returns a list of the categories for an app name.
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python
train
33.888889
HttpRunner/HttpRunner
httprunner/parser.py
https://github.com/HttpRunner/HttpRunner/blob/f259551bf9c8ba905eae5c1afcf2efea20ae0871/httprunner/parser.py#L757-L838
def _extend_with_api(test_dict, api_def_dict): """ extend test with api definition, test will merge and override api definition. Args: test_dict (dict): test block, this will override api_def_dict api_def_dict (dict): api definition Examples: >>> api_def_dict = { "n...
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extend test with api definition, test will merge and override api definition. Args: test_dict (dict): test block, this will override api_def_dict api_def_dict (dict): api definition Examples: >>> api_def_dict = { "name": "get token 1", "request": {...}, ...
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python
train
35.646341
shad7/tvrenamer
tvrenamer/services/tvdb.py
https://github.com/shad7/tvrenamer/blob/7fb59cb02669357e73b7acb92dcb6d74fdff4654/tvrenamer/services/tvdb.py#L81-L108
def get_episode_name(self, series, episode_numbers, season_number): """Perform lookup for name of episode numbers for a given series. :param object series: instance of a series :param list episode_numbers: the episode sequence number :param int season_number: numeric season of series ...
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Perform lookup for name of episode numbers for a given series. :param object series: instance of a series :param list episode_numbers: the episode sequence number :param int season_number: numeric season of series :returns: list of episode name :rtype: list(str)
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python
train
38.75
obriencj/python-javatools
javatools/distinfo.py
https://github.com/obriencj/python-javatools/blob/9e2332b452ddc508bed0615937dddcb2cf051557/javatools/distinfo.py#L179-L188
def close(self): """ if this was a zip'd distribution, any introspection may have resulted in opening or creating temporary files. Call close in order to clean up. """ if self.tmpdir: rmtree(self.tmpdir) self.tmpdir = None self._contents = None
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if this was a zip'd distribution, any introspection may have resulted in opening or creating temporary files. Call close in order to clean up.
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python
train
30.1
bradmontgomery/django-redis-metrics
redis_metrics/models.py
https://github.com/bradmontgomery/django-redis-metrics/blob/2c92332920113d28c39234b949aa496b39a091d1/redis_metrics/models.py#L620-L624
def delete_gauge(self, slug): """Removes all gauges with the given ``slug``.""" key = self._gauge_key(slug) self.r.delete(key) # Remove the Gauge self.r.srem(self._gauge_slugs_key, slug)
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Removes all gauges with the given ``slug``.
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python
train
43
google/google-visualization-python
gviz_api.py
https://github.com/google/google-visualization-python/blob/cbfb4d69ad2f4ca30dc55791629280aa3214c8e3/gviz_api.py#L1011-L1049
def ToJSonResponse(self, columns_order=None, order_by=(), req_id=0, response_handler="google.visualization.Query.setResponse"): """Writes a table as a JSON response that can be returned as-is to a client. This method writes a JSON response to return to a client in response to a Google ...
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Writes a table as a JSON response that can be returned as-is to a client. This method writes a JSON response to return to a client in response to a Google Visualization API query. This string can be processed by the calling page, and is used to deliver a data table to a visualization hosted on a differ...
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python
train
43.282051
ulule/django-badgify
badgify/utils.py
https://github.com/ulule/django-badgify/blob/1bf233ffeb6293ee659454de7b3794682128b6ca/badgify/utils.py#L115-L120
def chunks(l, n): """ Yields successive n-sized chunks from l. """ for i in _range(0, len(l), n): yield l[i:i + n]
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Yields successive n-sized chunks from l.
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python
train
22.166667
wbond/asn1crypto
asn1crypto/core.py
https://github.com/wbond/asn1crypto/blob/ecda20176f55d37021cbca1f6da9083a8e491197/asn1crypto/core.py#L1482-L1491
def debug(self, nest_level=1): """ Show the binary data and parsed data in a tree structure """ prefix = ' ' * nest_level print('%s%s Object #%s' % (prefix, type_name(self), id(self))) print('%s Children:' % (prefix,)) for child in self._children: c...
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Show the binary data and parsed data in a tree structure
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python
train
33.7
echinopsii/net.echinopsii.ariane.community.cli.python3
ariane_clip3/injector.py
https://github.com/echinopsii/net.echinopsii.ariane.community.cli.python3/blob/0a7feddebf66fee4bef38d64f456d93a7e9fcd68/ariane_clip3/injector.py#L950-L963
def injector_gear_2_json(self): """ transform this local object to JSON. :return: the JSON from this local object """ LOGGER.debug("InjectorCachedGear.injector_gear_2_json") json_obj = { 'gearId': self.id, 'gearName': self.name, 'gearAd...
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transform this local object to JSON. :return: the JSON from this local object
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python
train
34.071429
h2oai/h2o-3
h2o-py/h2o/model/regression.py
https://github.com/h2oai/h2o-3/blob/dd62aaa1e7f680a8b16ee14bc66b0fb5195c2ad8/h2o-py/h2o/model/regression.py#L56-L66
def h2o_mean_squared_error(y_actual, y_predicted, weights=None): """ Mean squared error regression loss :param y_actual: H2OFrame of actual response. :param y_predicted: H2OFrame of predicted response. :param weights: (Optional) sample weights :returns: mean squared error loss (best is 0.0). ...
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Mean squared error regression loss :param y_actual: H2OFrame of actual response. :param y_predicted: H2OFrame of predicted response. :param weights: (Optional) sample weights :returns: mean squared error loss (best is 0.0).
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python
test
38
pymc-devs/pymc
pymc/distributions.py
https://github.com/pymc-devs/pymc/blob/c6e530210bff4c0d7189b35b2c971bc53f93f7cd/pymc/distributions.py#L2467-L2501
def truncated_normal_expval(mu, tau, a, b): """Expected value of the truncated normal distribution. .. math:: E(X) =\mu + \frac{\sigma(\varphi_1-\varphi_2)}{T} where .. math:: T & =\Phi\left(\frac{B-\mu}{\sigma}\right)-\Phi \left(\frac{A-\mu}{\sigma}\right)\text \\ \varph...
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Expected value of the truncated normal distribution. .. math:: E(X) =\mu + \frac{\sigma(\varphi_1-\varphi_2)}{T} where .. math:: T & =\Phi\left(\frac{B-\mu}{\sigma}\right)-\Phi \left(\frac{A-\mu}{\sigma}\right)\text \\ \varphi_1 &= \varphi\left(\frac{A-\mu}{\sigma}\rig...
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python
train
29.571429
nicolargo/glances
glances/plugins/glances_ports.py
https://github.com/nicolargo/glances/blob/5bd4d587a736e0d2b03170b56926841d2a3eb7ee/glances/plugins/glances_ports.py#L104-L128
def get_ports_alert(self, port, header="", log=False): """Return the alert status relative to the port scan return value.""" ret = 'OK' if port['status'] is None: ret = 'CAREFUL' elif port['status'] == 0: ret = 'CRITICAL' elif (isinstance(port['status'], (...
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Return the alert status relative to the port scan return value.
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python
train
32.12
jaraco/jaraco.functools
jaraco/functools.py
https://github.com/jaraco/jaraco.functools/blob/cc972095e5aa2ae80d1d69d7ca84ee94178e869a/jaraco/functools.py#L184-L211
def _special_method_cache(method, cache_wrapper): """ Because Python treats special methods differently, it's not possible to use instance attributes to implement the cached methods. Instead, install the wrapper method under a different name and return a simple proxy to that wrapper. https://github.com/jaraco/...
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Because Python treats special methods differently, it's not possible to use instance attributes to implement the cached methods. Instead, install the wrapper method under a different name and return a simple proxy to that wrapper. https://github.com/jaraco/jaraco.functools/issues/5
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python
train
26.678571
mahmoudimus/nose-timer
nosetimer/plugin.py
https://github.com/mahmoudimus/nose-timer/blob/3d8ff21ce3a68efd6cd018ea67c32f1da27ea3f9/nosetimer/plugin.py#L147-L165
def configure(self, options, config): """Configures the test timer plugin.""" super(TimerPlugin, self).configure(options, config) self.config = config if self.enabled: self.timer_top_n = int(options.timer_top_n) self.timer_ok = self._parse_time(options.timer_ok) ...
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Configures the test timer plugin.
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python
train
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fabioz/PyDev.Debugger
third_party/pep8/pycodestyle.py
https://github.com/fabioz/PyDev.Debugger/blob/ed9c4307662a5593b8a7f1f3389ecd0e79b8c503/third_party/pep8/pycodestyle.py#L1585-L1590
def run_check(self, check, argument_names): """Run a check plugin.""" arguments = [] for name in argument_names: arguments.append(getattr(self, name)) return check(*arguments)
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Run a check plugin.
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python
train
35.666667
xolox/python-verboselogs
verboselogs/__init__.py
https://github.com/xolox/python-verboselogs/blob/3cebc69e03588bb6c3726c38c324b12732989292/verboselogs/__init__.py#L163-L166
def verbose(self, msg, *args, **kw): """Log a message with level :data:`VERBOSE`. The arguments are interpreted as for :func:`logging.debug()`.""" if self.isEnabledFor(VERBOSE): self._log(VERBOSE, msg, args, **kw)
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Log a message with level :data:`VERBOSE`. The arguments are interpreted as for :func:`logging.debug()`.
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python
train
59.5
Parisson/TimeSide
timeside/plugins/grapher/utils.py
https://github.com/Parisson/TimeSide/blob/0618d75cd2f16021afcfd3d5b77f692adad76ea5/timeside/plugins/grapher/utils.py#L168-L179
def im_watermark(im, inputtext, font=None, color=None, opacity=.6, margin=(30, 30)): """imprints a PIL image with the indicated text in lower-right corner""" if im.mode != "RGBA": im = im.convert("RGBA") textlayer = Image.new("RGBA", im.size, (0, 0, 0, 0)) textdraw = ImageDraw.Draw(textlayer) ...
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imprints a PIL image with the indicated text in lower-right corner
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python
train
51.666667
bcb/jsonrpcserver
jsonrpcserver/dispatcher.py
https://github.com/bcb/jsonrpcserver/blob/26bb70e868f81691816cabfc4b60a83428842b2f/jsonrpcserver/dispatcher.py#L84-L96
def validate(request: Union[Dict, List], schema: dict) -> Union[Dict, List]: """ Wraps jsonschema.validate, returning the same object passed in. Args: request: The deserialized-from-json request. schema: The jsonschema schema to validate against. Raises: jsonschema.ValidationEr...
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Wraps jsonschema.validate, returning the same object passed in. Args: request: The deserialized-from-json request. schema: The jsonschema schema to validate against. Raises: jsonschema.ValidationError
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python
train
29.153846
programa-stic/barf-project
barf/core/reil/emulator/cpu.py
https://github.com/programa-stic/barf-project/blob/18ed9e5eace55f7bf6015ec57f037c364099021c/barf/core/reil/emulator/cpu.py#L459-L468
def __execute_bisz(self, instr): """Execute BISZ instruction. """ op0_val = self.read_operand(instr.operands[0]) op2_val = 1 if op0_val == 0 else 0 self.write_operand(instr.operands[2], op2_val) return None
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Execute BISZ instruction.
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python
train
24.8
Jajcus/pyxmpp2
pyxmpp2/transport.py
https://github.com/Jajcus/pyxmpp2/blob/14a40a3950910a9cd008b55f0d8905aa0186ce18/pyxmpp2/transport.py#L201-L206
def _set_state(self, state): """Set `_state` and notify any threads waiting for the change. """ logger.debug(" _set_state({0!r})".format(state)) self._state = state self._state_cond.notify()
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Set `_state` and notify any threads waiting for the change.
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python
valid
37.5
RedHatInsights/insights-core
insights/util/subproc.py
https://github.com/RedHatInsights/insights-core/blob/b57cbf8ed7c089672426ede0441e0a4f789ef4a1/insights/util/subproc.py#L165-L214
def call(cmd, timeout=None, signum=signal.SIGKILL, keep_rc=False, encoding="utf-8", env=os.environ): """ Execute a cmd or list of commands with an optional timeout in seconds. If `timeout` is supplied and expires, the process is killed with SIGKILL (kill -9)...
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Execute a cmd or list of commands with an optional timeout in seconds. If `timeout` is supplied and expires, the process is killed with SIGKILL (kill -9) and an exception is raised. Otherwise, the command output is returned. Parameters ---------- cmd: str or [[str]] The command(s) to e...
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python
train
26.18
scraperwiki/data-services-helpers
dshelpers.py
https://github.com/scraperwiki/data-services-helpers/blob/a31ea2f40d20fd99d4c0938b87466330679db2c9/dshelpers.py#L109-L117
def download_url(url, back_off=True, **kwargs): """ Get the content of a URL and return a file-like object. back_off=True provides retry """ if back_off: return _download_with_backoff(url, as_file=True, **kwargs) else: return _download_without_backoff(url, as_file=True, **kwargs)
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Get the content of a URL and return a file-like object. back_off=True provides retry
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python
train
34.666667
pantsbuild/pants
src/python/pants/engine/rules.py
https://github.com/pantsbuild/pants/blob/b72e650da0df685824ffdcc71988b8c282d0962d/src/python/pants/engine/rules.py#L417-L465
def create(cls, rule_entries, union_rules=None): """Creates a RuleIndex with tasks indexed by their output type.""" serializable_rules = OrderedDict() serializable_roots = OrderedSet() union_rules = OrderedDict(union_rules or ()) def add_task(product_type, rule): # TODO(#7311): make a default...
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Creates a RuleIndex with tasks indexed by their output type.
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python
train
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pallets/werkzeug
src/werkzeug/debug/__init__.py
https://github.com/pallets/werkzeug/blob/a220671d66755a94630a212378754bb432811158/src/werkzeug/debug/__init__.py#L357-L367
def get_resource(self, request, filename): """Return a static resource from the shared folder.""" filename = join("shared", basename(filename)) try: data = pkgutil.get_data(__package__, filename) except OSError: data = None if data is not None: ...
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Return a static resource from the shared folder.
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python
train
44.272727
astropy/photutils
photutils/segmentation/properties.py
https://github.com/astropy/photutils/blob/cc9bb4534ab76bac98cb5f374a348a2573d10401/photutils/segmentation/properties.py#L987-L1000
def covariance(self): """ The covariance matrix of the 2D Gaussian function that has the same second-order moments as the source. """ mu = self.moments_central if mu[0, 0] != 0: m = mu / mu[0, 0] covariance = self._check_covariance( ...
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The covariance matrix of the 2D Gaussian function that has the same second-order moments as the source.
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python
train
33.642857
rohankapoorcom/zm-py
zoneminder/monitor.py
https://github.com/rohankapoorcom/zm-py/blob/bd3a9f6b2f7b84b37589e2939f628b479a5531bf/zoneminder/monitor.py#L163-L192
def get_events(self, time_period, include_archived=False) -> Optional[int]: """Get the number of events that have occurred on this Monitor. Specifically only gets events that have occurred within the TimePeriod provided. """ date_filter = '1%20{}'.format(time_period.period) ...
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Get the number of events that have occurred on this Monitor. Specifically only gets events that have occurred within the TimePeriod provided.
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python
train
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vpelletier/python-functionfs
functionfs/__init__.py
https://github.com/vpelletier/python-functionfs/blob/e19f729bb47a7d1edd2488531af24551bb86726f/functionfs/__init__.py#L574-L584
def getRealInterfaceNumber(self, interface): """ Returns the host-visible interface number, or None if there is no such interface. """ try: return self._ioctl(INTERFACE_REVMAP, interface) except IOError as exc: if exc.errno == errno.EDOM: ...
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Returns the host-visible interface number, or None if there is no such interface.
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python
train
31.454545
weblyzard/inscriptis
src/inscriptis/__init__.py
https://github.com/weblyzard/inscriptis/blob/0d04f81e69d643bb5f470f33b4ca67b62fc1037c/src/inscriptis/__init__.py#L18-L34
def get_text(html_content, display_images=False, deduplicate_captions=False, display_links=False): ''' ::param: html_content ::returns: a text representation of the html content. ''' html_content = html_content.strip() if not html_content: return "" # strip XML declaration, ...
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::param: html_content ::returns: a text representation of the html content.
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python
train
38
bitesofcode/projexui
projexui/widgets/xnavigationedit.py
https://github.com/bitesofcode/projexui/blob/f18a73bec84df90b034ca69b9deea118dbedfc4d/projexui/widgets/xnavigationedit.py#L319-L331
def cancelEdit( self ): """ Rejects the current edit and shows the parts widget. """ if ( self._partsWidget.isVisible() ): return False self._completerTree.hide() self.completer().popup().hide() self.setText(self._origina...
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Rejects the current edit and shows the parts widget.
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python
train
25.692308
googleapis/google-cloud-python
firestore/google/cloud/firestore_v1beta1/gapic/firestore_client.py
https://github.com/googleapis/google-cloud-python/blob/85e80125a59cb10f8cb105f25ecc099e4b940b50/firestore/google/cloud/firestore_v1beta1/gapic/firestore_client.py#L744-L864
def batch_get_documents( self, database, documents, mask=None, transaction=None, new_transaction=None, read_time=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): ...
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Gets multiple documents. Documents returned by this method are not guaranteed to be returned in the same order that they were requested. Example: >>> from google.cloud import firestore_v1beta1 >>> >>> client = firestore_v1beta1.FirestoreClient() ...
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python
train
44.338843
spotify/luigi
luigi/tools/luigi_grep.py
https://github.com/spotify/luigi/blob/c5eca1c3c3ee2a7eb612486192a0da146710a1e9/luigi/tools/luigi_grep.py#L46-L53
def status_search(self, status): """Searches for jobs matching the given ``status``.""" json = self._fetch_json() jobs = json['response'] for job in jobs: job_info = jobs[job] if job_info['status'].lower() == status.lower(): yield self._build_resul...
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Searches for jobs matching the given ``status``.
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python
train
40.75
ocaballeror/LyricFetch
lyricfetch/scraping.py
https://github.com/ocaballeror/LyricFetch/blob/86e62fb39c4c413ad7e1acf5bf0d28c9ed7c8fcb/lyricfetch/scraping.py#L170-L185
def azlyrics(song): """ Returns the lyrics found in azlyrics for the specified mp3 file or an empty string if not found. """ artist = song.artist.lower() if artist[0:2] == 'a ': artist = artist[2:] artist = normalize(artist, URLESCAPES, '') title = song.title.lower() title = ...
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Returns the lyrics found in azlyrics for the specified mp3 file or an empty string if not found.
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python
train
32.5625
PSPC-SPAC-buyandsell/von_anchor
von_anchor/wallet/wallet.py
https://github.com/PSPC-SPAC-buyandsell/von_anchor/blob/78ac1de67be42a676274f4bf71fe12f66e72f309/von_anchor/wallet/wallet.py#L818-L834
async def delete_pairwise(self, their_did: str) -> None: """ Remove a pairwise DID record by its remote DID. Silently return if no such record is present. Raise WalletState for closed wallet, or BadIdentifier for invalid pairwise DID. :param their_did: remote DID marking pairwise DID to...
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Remove a pairwise DID record by its remote DID. Silently return if no such record is present. Raise WalletState for closed wallet, or BadIdentifier for invalid pairwise DID. :param their_did: remote DID marking pairwise DID to remove
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python
train
40.705882
archman/pyrpn
pyrpn/rpn.py
https://github.com/archman/pyrpn/blob/fee706fccee1aa5c527f3f4221cc6b0d69bdde2c/pyrpn/rpn.py#L144-L171
def solve(self): """Solve rpn expression, return None if not valid.""" popflag = True self.tmpopslist = [] while True: while self.opslist and popflag: op = self.opslist.pop() if self.is_variable(op): op = self.variables.get(...
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Solve rpn expression, return None if not valid.
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python
train
30.25
log2timeline/plaso
plaso/engine/extractors.py
https://github.com/log2timeline/plaso/blob/9c564698d2da3ffbe23607a3c54c0582ea18a6cc/plaso/engine/extractors.py#L548-L571
def _ExtractPathSpecsFromFile(self, file_entry): """Extracts path specification from a file. Args: file_entry (dfvfs.FileEntry): file entry that refers to the file. Yields: dfvfs.PathSpec: path specification of a file entry found in the file. """ produced_main_path_spec = False for...
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python
train
34.083333
Erotemic/utool
utool/util_path.py
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_path.py#L308-L368
def augpath(path, augsuf='', augext='', augpref='', augdir=None, newext=None, newfname=None, ensure=False, prefix=None, suffix=None): """ augments end of path before the extension. augpath Args: path (str): augsuf (str): augment filename before extension Returns: ...
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augments end of path before the extension. augpath Args: path (str): augsuf (str): augment filename before extension Returns: str: newpath Example: >>> # DISABLE_DOCTEST >>> from utool.util_path import * # NOQA >>> path = 'somefile.txt' >>> au...
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python
train
27.229508
thespacedoctor/rockAtlas
rockAtlas/positions/pyephemPositions.py
https://github.com/thespacedoctor/rockAtlas/blob/062ecaa95ab547efda535aa33165944f13c621de/rockAtlas/positions/pyephemPositions.py#L93-L141
def get(self, singleSnapshot=False): """ *geneate the pyephem positions* **Key Arguments:** - ``singleSnapshot`` -- just extract positions for a single pyephem snapshot (used for unit testing) **Return:** - ``None`` """ self.log.info('starting t...
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*geneate the pyephem positions* **Key Arguments:** - ``singleSnapshot`` -- just extract positions for a single pyephem snapshot (used for unit testing) **Return:** - ``None``
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python
train
37.510204
nicolargo/glances
glances/main.py
https://github.com/nicolargo/glances/blob/5bd4d587a736e0d2b03170b56926841d2a3eb7ee/glances/main.py#L252-L417
def parse_args(self): """Parse command line arguments.""" args = self.init_args().parse_args() # Load the configuration file, if it exists self.config = Config(args.conf_file) # Debug mode if args.debug: from logging import DEBUG logger.setLevel(...
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Parse command line arguments.
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python
train
36.909639
KnowledgeLinks/rdfframework
rdfframework/datasets/jsonquery.py
https://github.com/KnowledgeLinks/rdfframework/blob/9ec32dcc4bed51650a4b392cc5c15100fef7923a/rdfframework/datasets/jsonquery.py#L14-L63
def parse_json_qry(qry_str): """ Parses a json query string into its parts args: qry_str: query string params: variables passed into the string """ def param_analyzer(param_list): rtn_list = [] for param in param_list: parts = param.strip().split("=") ...
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Parses a json query string into its parts args: qry_str: query string params: variables passed into the string
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python
train
32.4
gitpython-developers/GitPython
git/util.py
https://github.com/gitpython-developers/GitPython/blob/1f66e25c25cde2423917ee18c4704fff83b837d1/git/util.py#L573-L590
def _from_string(cls, string): """Create an Actor from a string. :param string: is the string, which is expected to be in regular git format John Doe <jdoe@example.com> :return: Actor """ m = cls.name_email_regex.search(string) if m: name, email = m....
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Create an Actor from a string. :param string: is the string, which is expected to be in regular git format John Doe <jdoe@example.com> :return: Actor
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python
train
33.5
saltstack/salt
salt/utils/kickstart.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/utils/kickstart.py#L739-L745
def parse_updates(rule): ''' Parse the updates line ''' rules = shlex.split(rule) rules.pop(0) return {'url': rules[0]} if rules else True
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Parse the updates line
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python
train
22.285714
instaloader/instaloader
instaloader/structures.py
https://github.com/instaloader/instaloader/blob/87d877e650cd8020b04b8b51be120599a441fd5b/instaloader/structures.py#L75-L80
def from_shortcode(cls, context: InstaloaderContext, shortcode: str): """Create a post object from a given shortcode""" # pylint:disable=protected-access post = cls(context, {'shortcode': shortcode}) post._node = post._full_metadata return post
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Create a post object from a given shortcode
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python
train
46.5
closeio/tasktiger
tasktiger/worker.py
https://github.com/closeio/tasktiger/blob/59f893152d6eb4b7f1f62fc4b35aeeca7f26c07a/tasktiger/worker.py#L573-L632
def _process_queue_tasks(self, queue, queue_lock, task_ids, now, log): """Process tasks in queue.""" processed_count = 0 # Get all tasks serialized_tasks = self.connection.mget([ self._key('task', task_id) for task_id in task_ids ]) # Parse tasks ta...
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Process tasks in queue.
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python
train
37.683333
pyhys/minimalmodbus
minimalmodbus.py
https://github.com/pyhys/minimalmodbus/blob/e99f4d74c83258c6039073082955ac9bed3f2155/minimalmodbus.py#L261-L296
def write_register(self, registeraddress, value, numberOfDecimals=0, functioncode=16, signed=False): """Write an integer to one 16-bit register in the slave, possibly scaling it. The slave register can hold integer values in the range 0 to 65535 ("Unsigned INT16"). Args: * register...
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Write an integer to one 16-bit register in the slave, possibly scaling it. The slave register can hold integer values in the range 0 to 65535 ("Unsigned INT16"). Args: * registeraddress (int): The slave register address (use decimal numbers, not hex). * value (int or float): T...
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python
train
50.583333
sdispater/cleo
cleo/application.py
https://github.com/sdispater/cleo/blob/cf44ac2eba2d6435516501e47e5521ee2da9115a/cleo/application.py#L38-L45
def add(self, command): # type: (BaseCommand) -> Application """ Adds a command object. """ self.add_command(command.config) command.set_application(self) return self
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Adds a command object.
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python
train
26.125
googledatalab/pydatalab
google/datalab/bigquery/_table.py
https://github.com/googledatalab/pydatalab/blob/d9031901d5bca22fe0d5925d204e6698df9852e1/google/datalab/bigquery/_table.py#L603-L635
def to_dataframe(self, start_row=0, max_rows=None): """ Exports the table to a Pandas dataframe. Args: start_row: the row of the table at which to start the export (default 0) max_rows: an upper limit on the number of rows to export (default None) Returns: A Pandas dataframe containing th...
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Exports the table to a Pandas dataframe. Args: start_row: the row of the table at which to start the export (default 0) max_rows: an upper limit on the number of rows to export (default None) Returns: A Pandas dataframe containing the table data.
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python
train
36.272727
pantsbuild/pants
src/python/pants/option/global_options.py
https://github.com/pantsbuild/pants/blob/b72e650da0df685824ffdcc71988b8c282d0962d/src/python/pants/option/global_options.py#L91-L377
def register_bootstrap_options(cls, register): """Register bootstrap options. "Bootstrap options" are a small set of options whose values are useful when registering other options. Therefore we must bootstrap them early, before other options are registered, let alone parsed. Bootstrap option value...
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Register bootstrap options. "Bootstrap options" are a small set of options whose values are useful when registering other options. Therefore we must bootstrap them early, before other options are registered, let alone parsed. Bootstrap option values can be interpolated into the config file, and can be...
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python
train
67.463415
rackerlabs/fleece
fleece/xray.py
https://github.com/rackerlabs/fleece/blob/42d79dfa0777e99dbb09bc46105449a9be5dbaa9/fleece/xray.py#L322-L334
def extract_function_metadata(wrapped, instance, args, kwargs, return_value): """Stash the `args` and `kwargs` into the metadata of the subsegment.""" LOGGER.debug( 'Extracting function call metadata', args=args, kwargs=kwargs, ) return { 'metadata': { 'args':...
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Stash the `args` and `kwargs` into the metadata of the subsegment.
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python
train
27.769231
mattlong/hermes
hermes/chatroom.py
https://github.com/mattlong/hermes/blob/63a5afcafe90ca99aeb44edeee9ed6f90baae431/hermes/chatroom.py#L65-L76
def is_member(self, m): """Check if a user is a member of the chatroom""" if not m: return False elif isinstance(m, basestring): jid = m else: jid = m['JID'] is_member = len(filter(lambda m: m['JID'] == jid and m.get('STATUS') in ('ACTIVE', 'I...
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Check if a user is a member of the chatroom
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python
train
31.083333
marrow/mongo
marrow/mongo/query/query.py
https://github.com/marrow/mongo/blob/2066dc73e281b8a46cb5fc965267d6b8e1b18467/marrow/mongo/query/query.py#L505-L526
def of_type(self, *kinds): """Selects documents if a field is of the correct type. Document.field.of_type() Document.field.of_type('string') Element operator: {$type: self.__foreign__} Documentation: https://docs.mongodb.org/manual/reference/operator/query/type/#op._S_type """ if self._combinin...
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Selects documents if a field is of the correct type. Document.field.of_type() Document.field.of_type('string') Element operator: {$type: self.__foreign__} Documentation: https://docs.mongodb.org/manual/reference/operator/query/type/#op._S_type
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python
train
31.863636
biolink/ontobio
ontobio/sparql/sparql_ontology.py
https://github.com/biolink/ontobio/blob/4e512a7831cfe6bc1b32f2c3be2ba41bc5cf7345/ontobio/sparql/sparql_ontology.py#L18-L36
def extract_subset(self, subset): """ Find all nodes in a subset. We assume the oboInOwl encoding of subsets, and subset IDs are IRIs """ # note subsets have an unusual encoding query = """ prefix oboInOwl: <http://www.geneontology.org/formats/oboInOwl#>...
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Find all nodes in a subset. We assume the oboInOwl encoding of subsets, and subset IDs are IRIs
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python
train
30.526316
pywbem/pywbem
pywbem/_statistics.py
https://github.com/pywbem/pywbem/blob/e54ecb82c2211e289a268567443d60fdd489f1e4/pywbem/_statistics.py#L676-L722
def formatted(self): # pylint: disable=line-too-long """ Return a human readable string with the statistics for this container. The operations are sorted by decreasing average time. The three columns for `ServerTime` are included only if the WBEM server has returned WBEM...
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Return a human readable string with the statistics for this container. The operations are sorted by decreasing average time. The three columns for `ServerTime` are included only if the WBEM server has returned WBEM server response times. Example if statistics are enabled:: ...
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python
train
45.12766
JasonKessler/scattertext
scattertext/ScatterChart.py
https://github.com/JasonKessler/scattertext/blob/cacf1f687d218ee8cae3fc05cc901db824bb1b81/scattertext/ScatterChart.py#L145-L181
def inject_coordinates(self, x_coords, y_coords, rescale_x=None, rescale_y=None, original_x=None, original_y=None): ''' Inject custom x and y ...
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Inject custom x and y coordinates for each term into chart. Parameters ---------- x_coords: array-like positions on x-axis \in [0,1] y_coords: array-like positions on y-axis \in [0,1] rescale_x: lambda list[0,1]: list[0,1], default identity Re...
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python
train
37.351351
jtwhite79/pyemu
pyemu/pst/pst_utils.py
https://github.com/jtwhite79/pyemu/blob/c504d8e7a4097cec07655a6318d275739bd8148a/pyemu/pst/pst_utils.py#L151-L187
def res_from_en(pst,enfile): """load ensemble file for residual into a pandas.DataFrame Parameters ---------- enfile : str ensemble file name Returns ------- pandas.DataFrame : pandas.DataFrame """ converters = {"name": str_con, "group": str...
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load ensemble file for residual into a pandas.DataFrame Parameters ---------- enfile : str ensemble file name Returns ------- pandas.DataFrame : pandas.DataFrame
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python
train
34.351351
Azure/msrest-for-python
msrest/serialization.py
https://github.com/Azure/msrest-for-python/blob/0732bc90bdb290e5f58c675ffdd7dbfa9acefc93/msrest/serialization.py#L857-L899
def serialize_object(self, attr, **kwargs): """Serialize a generic object. This will be handled as a dictionary. If object passed in is not a basic type (str, int, float, dict, list) it will simply be cast to str. :param dict attr: Object to be serialized. :rtype: dict o...
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Serialize a generic object. This will be handled as a dictionary. If object passed in is not a basic type (str, int, float, dict, list) it will simply be cast to str. :param dict attr: Object to be serialized. :rtype: dict or str
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python
train
36.023256
kivy/python-for-android
pythonforandroid/bootstraps/common/build/build.py
https://github.com/kivy/python-for-android/blob/8e0e8056bc22e4d5bd3398a6b0301f38ff167933/pythonforandroid/bootstraps/common/build/build.py#L201-L247
def make_tar(tfn, source_dirs, ignore_path=[], optimize_python=True): ''' Make a zip file `fn` from the contents of source_dis. ''' # selector function def select(fn): rfn = realpath(fn) for p in ignore_path: if p.endswith('/'): p = p[:-1] if ...
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Make a zip file `fn` from the contents of source_dis.
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python
train
30.106383
UCBerkeleySETI/blimpy
blimpy/utils.py
https://github.com/UCBerkeleySETI/blimpy/blob/b8822d3e3e911944370d84371a91fa0c29e9772e/blimpy/utils.py#L24-L51
def rebin(d, n_x, n_y=None): """ Rebin data by averaging bins together Args: d (np.array): data n_x (int): number of bins in x dir to rebin into one n_y (int): number of bins in y dir to rebin into one Returns: d: rebinned data with shape (n_x, n_y) """ if d.ndim == 2: if ...
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Rebin data by averaging bins together Args: d (np.array): data n_x (int): number of bins in x dir to rebin into one n_y (int): number of bins in y dir to rebin into one Returns: d: rebinned data with shape (n_x, n_y)
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python
test
28.25
glue-viz/glue-vispy-viewers
glue_vispy_viewers/extern/vispy/gloo/context.py
https://github.com/glue-viz/glue-vispy-viewers/blob/54a4351d98c1f90dfb1a557d1b447c1f57470eea/glue_vispy_viewers/extern/vispy/gloo/context.py#L79-L85
def forget_canvas(canvas): """ Forget about the given canvas. Used by the canvas when closed. """ cc = [c() for c in canvasses if c() is not None] while canvas in cc: cc.remove(canvas) canvasses[:] = [weakref.ref(c) for c in cc]
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Forget about the given canvas. Used by the canvas when closed.
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python
train
35.714286
Alignak-monitoring/alignak
alignak/objects/schedulingitem.py
https://github.com/Alignak-monitoring/alignak/blob/f3c145207e83159b799d3714e4241399c7740a64/alignak/objects/schedulingitem.py#L1316-L1332
def disable_active_checks(self, checks): """Disable active checks for this host/service Update check in progress with current object information :param checks: Checks object, to change all checks in progress :type checks: alignak.objects.check.Checks :return: None """ ...
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Disable active checks for this host/service Update check in progress with current object information :param checks: Checks object, to change all checks in progress :type checks: alignak.objects.check.Checks :return: None
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python
train
39.588235
refenv/cijoe
modules/cij/runner.py
https://github.com/refenv/cijoe/blob/21d7b2ed4ff68e0a1457e7df2db27f6334f1a379/modules/cij/runner.py#L199-L230
def hooks_setup(trun, parent, hnames=None): """ Setup test-hooks @returns dict of hook filepaths {"enter": [], "exit": []} """ hooks = { "enter": [], "exit": [] } if hnames is None: # Nothing to do, just return the struct return hooks for hname in hnames:...
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Setup test-hooks @returns dict of hook filepaths {"enter": [], "exit": []}
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python
valid
26.71875
senseobservationsystems/commonsense-python-lib
senseapi.py
https://github.com/senseobservationsystems/commonsense-python-lib/blob/aac59a1751ef79eb830b3ca1fab6ef2c83931f87/senseapi.py#L744-L761
def GroupSensorsFind(self, group_id, parameters, filters, namespace = None): """ Find sensors in a group based on a number of filters on metatags @param group_id (int) - Id of the group in which to find sensors @param namespace (string) - Namespace to use in...
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Find sensors in a group based on a number of filters on metatags @param group_id (int) - Id of the group in which to find sensors @param namespace (string) - Namespace to use in filtering on metatags @param parameters (dictionary) - Dictionary containing additional p...
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python
train
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HDI-Project/BTB
btb/tuning/tuner.py
https://github.com/HDI-Project/BTB/blob/7f489ebc5591bd0886652ef743098c022d7f7460/btb/tuning/tuner.py#L44-L50
def _generate_grid(self): """Get the all possible values for each of the tunables.""" grid_axes = [] for _, param in self.tunables: grid_axes.append(param.get_grid_axis(self.grid_width)) return grid_axes
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Get the all possible values for each of the tunables.
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python
train
34.571429
dhylands/rshell
rshell/main.py
https://github.com/dhylands/rshell/blob/a92a8fa8074ac792241c83c640a51b394667c324/rshell/main.py#L386-L404
def column_print(fmt, rows, print_func): """Prints a formatted list, adjusting the width so everything fits. fmt contains a single character for each column. < indicates that the column should be left justified, > indicates that the column should be right justified. The last column may be a space which ...
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Prints a formatted list, adjusting the width so everything fits. fmt contains a single character for each column. < indicates that the column should be left justified, > indicates that the column should be right justified. The last column may be a space which implies left justification and no padding.
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python
train
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chaoss/grimoirelab-perceval
perceval/utils.py
https://github.com/chaoss/grimoirelab-perceval/blob/41c908605e88b7ebc3a536c643fa0f212eaf9e0e/perceval/utils.py#L224-L270
def xml_to_dict(raw_xml): """Convert a XML stream into a dictionary. This function transforms a xml stream into a dictionary. The attributes are stored as single elements while child nodes are stored into lists. The text node is stored using the special key '__text__'. This code is based on Wi...
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Convert a XML stream into a dictionary. This function transforms a xml stream into a dictionary. The attributes are stored as single elements while child nodes are stored into lists. The text node is stored using the special key '__text__'. This code is based on Winston Ewert's solution to this pr...
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python
test
27.191489
ktdreyer/treq-kerberos
treq_kerberos/__init__.py
https://github.com/ktdreyer/treq-kerberos/blob/8331867cf2bade6b4f9d6d7035b72679c4eafc28/treq_kerberos/__init__.py#L73-L83
def negotiate_header(url): """ Return the "Authorization" HTTP header value to use for this URL. """ hostname = urlparse(url).hostname _, krb_context = kerberos.authGSSClientInit('HTTP@%s' % hostname) # authGSSClientStep goes over the network to the KDC (ie blocking). yield threads.deferToTh...
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Return the "Authorization" HTTP header value to use for this URL.
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python
train
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Phylliade/ikpy
src/ikpy/geometry_utils.py
https://github.com/Phylliade/ikpy/blob/60e36d6163136942bf520d952db17123c658d0b6/src/ikpy/geometry_utils.py#L10-L16
def Rx_matrix(theta): """Rotation matrix around the X axis""" return np.array([ [1, 0, 0], [0, np.cos(theta), -np.sin(theta)], [0, np.sin(theta), np.cos(theta)] ])
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Rotation matrix around the X axis
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python
train
27.571429
aheadley/python-crunchyroll
crunchyroll/subtitles.py
https://github.com/aheadley/python-crunchyroll/blob/9bf2eb644f0d0f3e9dc21b95b8e355c6e2050178/crunchyroll/subtitles.py#L61-L72
def decrypt(self, encryption_key, iv, encrypted_data): """Decrypt encrypted subtitle data @param int subtitle_id @param str iv @param str encrypted_data @return str """ logger.info('Decrypting subtitles with length (%d bytes), key=%r', len(encrypted_...
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Decrypt encrypted subtitle data @param int subtitle_id @param str iv @param str encrypted_data @return str
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python
train
34.25
kkinder/NdbSearchableBase
NdbSearchableBase/SearchableModel.py
https://github.com/kkinder/NdbSearchableBase/blob/4f999336b464704a0929cec135c1f09fb1ddfb7c/NdbSearchableBase/SearchableModel.py#L188-L195
def _pre_delete_hook(cls, key): """ Removes instance from index. """ if cls.searching_enabled: doc_id = cls.search_get_document_id(key) index = cls.search_get_index() index.delete(doc_id)
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Removes instance from index.
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python
train
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titusjan/argos
argos/inspector/registry.py
https://github.com/titusjan/argos/blob/20d0a3cae26c36ea789a5d219c02ca7df21279dd/argos/inspector/registry.py#L55-L63
def create(self, collector, tryImport=True): """ Creates an inspector of the registered and passes the collector to the constructor. Tries to import the class if tryImport is True. Raises ImportError if the class could not be imported. """ cls = self.getClass(tryImport=tr...
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Creates an inspector of the registered and passes the collector to the constructor. Tries to import the class if tryImport is True. Raises ImportError if the class could not be imported.
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python
train
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