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spacetelescope/pysynphot
pysynphot/units.py
https://github.com/spacetelescope/pysynphot/blob/a125ff956f4d94beb157bd51899747a13234bb97/pysynphot/units.py#L1933-L1938
def unitResponse(self,band): """This is used internally for :ref:`pysynphot-formula-effstim` calculations.""" sp=band*self.vegaspec total=sp.integrate() return 2.5*math.log10(total)
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This is used internally for :ref:`pysynphot-formula-effstim` calculations.
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python
train
datacamp/protowhat
protowhat/State.py
https://github.com/datacamp/protowhat/blob/a392b4e51e07a2e50e7b7f6ad918b3f5cbb63edc/protowhat/State.py#L120-L137
def to_child(self, append_message="", **kwargs): """Basic implementation of returning a child state""" bad_pars = set(kwargs) - set(self._child_params) if bad_pars: raise KeyError("Invalid init params for State: %s" % ", ".join(bad_pars)) child = copy(self) for k, v...
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Basic implementation of returning a child state
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python
train
pebble/libpebble2
libpebble2/communication/__init__.py
https://github.com/pebble/libpebble2/blob/23e2eb92cfc084e6f9e8c718711ac994ef606d18/libpebble2/communication/__init__.py#L65-L77
def pump_reader(self): """ Synchronously reads one message from the watch, blocking until a message is available. All events caused by the message read will be processed before this method returns. .. note:: You usually don't need to invoke this method manually; instead, see ...
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Synchronously reads one message from the watch, blocking until a message is available. All events caused by the message read will be processed before this method returns. .. note:: You usually don't need to invoke this method manually; instead, see :meth:`run_sync` and :meth:`run_async`.
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python
train
hiposfer/o2g
o2g/osm/builders/stop_builder.py
https://github.com/hiposfer/o2g/blob/1165ba75a5eb64b3091e9b71ebd589507ae1ebf3/o2g/osm/builders/stop_builder.py#L71-L92
def extract_stops(relation, nodes, visited_stop_ids, stop_to_station_map): """Extract stops in a relation.""" # member_role: stop, halt, platform, terminal, etc. for member_type, member_id, member_role in relation.member_info: if member_id not in visited_stop_ids and \ member_id in node...
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Extract stops in a relation.
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python
test
globocom/GloboNetworkAPI-client-python
networkapiclient/Equipamento.py
https://github.com/globocom/GloboNetworkAPI-client-python/blob/cf34f913da48d9abbf750114f5d2ac4b2dde137d/networkapiclient/Equipamento.py#L596-L612
def get_all(self): """Return all equipments in database :return: Dictionary with the following structure: :: {'equipaments': {'name' :< name_equipament >}, {... demais equipamentos ...} } :raise DataBaseError: Networkapi failed to access the database. :raise XMLErr...
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Return all equipments in database :return: Dictionary with the following structure: :: {'equipaments': {'name' :< name_equipament >}, {... demais equipamentos ...} } :raise DataBaseError: Networkapi failed to access the database. :raise XMLError: Networkapi failed to gener...
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python
train
thunder-project/thunder-registration
registration/utils.py
https://github.com/thunder-project/thunder-registration/blob/286f091e6c402d592e9686d4821e0fd80dbf86ec/registration/utils.py#L4-L17
def check_images(data): """ Check and reformat input images if needed """ if isinstance(data, ndarray): data = fromarray(data) if not isinstance(data, Images): data = fromarray(asarray(data)) if len(data.shape) not in set([3, 4]): raise Exception('Number of image di...
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Check and reformat input images if needed
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python
train
NiklasRosenstein-Python/nr-deprecated
nr/stream.py
https://github.com/NiklasRosenstein-Python/nr-deprecated/blob/f9f8b89ea1b084841a8ab65784eaf68852686b2a/nr/stream.py#L96-L105
def concat(cls, iterables): """ Similar to #itertools.chain.from_iterable(). """ def generator(): for it in iterables: for element in it: yield element return cls(generator())
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Similar to #itertools.chain.from_iterable().
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python
train
bitcraze/crazyflie-lib-python
cflib/crazyflie/__init__.py
https://github.com/bitcraze/crazyflie-lib-python/blob/f6ebb4eb315bbe6e02db518936ac17fb615b2af8/cflib/crazyflie/__init__.py#L165-L171
def _param_toc_updated_cb(self): """Called when the param TOC has been fully updated""" logger.info('Param TOC finished updating') self.connected_ts = datetime.datetime.now() self.connected.call(self.link_uri) # Trigger the update for all the parameters self.param.request...
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Called when the param TOC has been fully updated
[ "Called", "when", "the", "param", "TOC", "has", "been", "fully", "updated" ]
python
train
resonai/ybt
yabt/builders/custom_installer.py
https://github.com/resonai/ybt/blob/5b40df0922ef3383eb85f2b04a26a2db4b81b3fd/yabt/builders/custom_installer.py#L121-L134
def fetch_url(url, dest, parent_to_remove_before_fetch): """Helper function to fetch a file from a URL.""" logger.debug('Downloading file {} from {}', dest, url) try: shutil.rmtree(parent_to_remove_before_fetch) except FileNotFoundError: pass os.makedirs(parent_to_remove_before_fetch...
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Helper function to fetch a file from a URL.
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python
train
kata198/NamedAtomicLock
NamedAtomicLock/__init__.py
https://github.com/kata198/NamedAtomicLock/blob/82d480b81daf4deea926964f18bb2e47d4f30f6c/NamedAtomicLock/__init__.py#L128-L162
def release(self, forceRelease=False): ''' release - Release the lock. @param forceRelease <bool> default False - If True, will release the lock even if we don't hold it. @return - True if lock is released, otherwise False ''' if not self.held: i...
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release - Release the lock. @param forceRelease <bool> default False - If True, will release the lock even if we don't hold it. @return - True if lock is released, otherwise False
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python
train
onyxfish/clan
clan/report.py
https://github.com/onyxfish/clan/blob/415ddd027ea81013f2d62d75aec6da70703df49c/clan/report.py#L225-L292
def report(self): """ Query analytics and stash data in a format suitable for serializing. """ output = OrderedDict() for arg in GLOBAL_ARGUMENTS: output[arg] = getattr(self.args, arg) or self.config.get(arg, None) output['title'] = getattr(self.args, 'title...
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Query analytics and stash data in a format suitable for serializing.
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python
train
yola/hashcache
hashcache/hashcache.py
https://github.com/yola/hashcache/blob/0a42e3f7f0bd7ada2a34266d4aa06b8d61b2f038/hashcache/hashcache.py#L29-L31
def set(self, key, *args): """Hash the key and set it in the cache""" return self.cache.set(self._hashed(key), *args)
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Hash the key and set it in the cache
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python
train
casacore/python-casacore
casacore/images/image.py
https://github.com/casacore/python-casacore/blob/975510861ea005f7919dd9e438b5f98a1682eebe/casacore/images/image.py#L292-L304
def getdata(self, blc=(), trc=(), inc=()): """Get image data. Using the arguments blc (bottom left corner), trc (top right corner), and inc (stride) it is possible to get a data slice. The data is returned as a numpy array. Its dimensionality is the same as the dimensionality o...
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Get image data. Using the arguments blc (bottom left corner), trc (top right corner), and inc (stride) it is possible to get a data slice. The data is returned as a numpy array. Its dimensionality is the same as the dimensionality of the image, even if an axis has length 1.
[ "Get", "image", "data", "." ]
python
train
bcbio/bcbio-nextgen
bcbio/qc/multiqc.py
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/qc/multiqc.py#L195-L222
def _work_path_to_rel_final_path(path, upload_path_mapping, upload_base_dir): """ Check if `path` is a work-rooted path, and convert to a relative final-rooted path """ if not path or not isinstance(path, str): return path upload_path = None # First, check in the mapping: if it's there is a...
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Check if `path` is a work-rooted path, and convert to a relative final-rooted path
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python
train
senseobservationsystems/commonsense-python-lib
senseapi.py
https://github.com/senseobservationsystems/commonsense-python-lib/blob/aac59a1751ef79eb830b3ca1fab6ef2c83931f87/senseapi.py#L850-L863
def SensorsDataPost(self, parameters): """ Post sensor data to multiple sensors in CommonSense simultaneously. @param parameters (dictionary) - Data to post to the sensors. @note - http://www.sense-os.nl/59?nodeId=59&selectedId=11887 ...
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Post sensor data to multiple sensors in CommonSense simultaneously. @param parameters (dictionary) - Data to post to the sensors. @note - http://www.sense-os.nl/59?nodeId=59&selectedId=11887 @return (bool) - Boolean indicating whether Se...
[ "Post", "sensor", "data", "to", "multiple", "sensors", "in", "CommonSense", "simultaneously", "." ]
python
train
googleads/googleads-python-lib
googleads/ad_manager.py
https://github.com/googleads/googleads-python-lib/blob/aa3b1b474b0f9789ca55ca46f4b2b57aeae38874/googleads/ad_manager.py#L418-L444
def AdManagerDateTimePacker(cls, value, version): """Returns dicts formatted for Ad Manager SOAP based on date/datetime. Args: value: A date or datetime object to be converted. version: the version of the current API, e.g. 'v201811' Returns: The value object correctly represented for Ad ...
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Returns dicts formatted for Ad Manager SOAP based on date/datetime. Args: value: A date or datetime object to be converted. version: the version of the current API, e.g. 'v201811' Returns: The value object correctly represented for Ad Manager SOAP.
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python
train
acutesoftware/AIKIF
aikif/dataTools/cls_data.py
https://github.com/acutesoftware/AIKIF/blob/fcf1582dc5f884b9a4fa7c6e20e9de9d94d21d03/aikif/dataTools/cls_data.py#L120-L138
def _calc_size_stats(self): """ get the size in bytes and num records of the content """ self.total_records = 0 self.total_length = 0 self.total_nodes = 0 if type(self.content['data']) is dict: self.total_length += len(str(self.content['data'])) ...
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get the size in bytes and num records of the content
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python
train
saltstack/salt
salt/modules/redismod.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/redismod.py#L270-L283
def hexists(key, field, host=None, port=None, db=None, password=None): ''' Determine if a hash fields exists. .. versionadded:: 2017.7.0 CLI Example: .. code-block:: bash salt '*' redis.hexists foo_hash bar_field ''' server = _connect(host, port, db, password) return server.h...
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Determine if a hash fields exists. .. versionadded:: 2017.7.0 CLI Example: .. code-block:: bash salt '*' redis.hexists foo_hash bar_field
[ "Determine", "if", "a", "hash", "fields", "exists", "." ]
python
train
wangsix/vmo
vmo/generate.py
https://github.com/wangsix/vmo/blob/bb1cc4cf1f33f0bb49e38c91126c1be1a0cdd09d/vmo/generate.py#L67-L99
def improvise(oracle, seq_len, k=1, LRS=0, weight=None, continuity=1): """ Given an oracle and length, generate an improvised sequence of the given length. :param oracle: an indexed vmo object :param seq_len: the length of the returned improvisation sequence :param k: the starting improvisation time st...
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Given an oracle and length, generate an improvised sequence of the given length. :param oracle: an indexed vmo object :param seq_len: the length of the returned improvisation sequence :param k: the starting improvisation time step in oracle :param LRS: the length of minimum longest repeated suffixes al...
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python
train
log2timeline/plaso
plaso/parsers/winreg.py
https://github.com/log2timeline/plaso/blob/9c564698d2da3ffbe23607a3c54c0582ea18a6cc/plaso/parsers/winreg.py#L187-L198
def _ParseRecurseKeys(self, parser_mediator, root_key): """Parses the Registry keys recursively. Args: parser_mediator (ParserMediator): parser mediator. root_key (dfwinreg.WinRegistryKey): root Windows Registry key. """ for registry_key in root_key.RecurseKeys(): if parser_mediator.a...
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Parses the Registry keys recursively. Args: parser_mediator (ParserMediator): parser mediator. root_key (dfwinreg.WinRegistryKey): root Windows Registry key.
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python
train
cloud9ers/gurumate
environment/lib/python2.7/site-packages/IPython/core/magic_arguments.py
https://github.com/cloud9ers/gurumate/blob/075dc74d1ee62a8c6b7a8bf2b271364f01629d1e/environment/lib/python2.7/site-packages/IPython/core/magic_arguments.py#L130-L136
def real_name(magic_func): """ Find the real name of the magic. """ magic_name = magic_func.__name__ if magic_name.startswith('magic_'): magic_name = magic_name[len('magic_'):] return getattr(magic_func, 'argcmd_name', magic_name)
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Find the real name of the magic.
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python
test
polyaxon/polyaxon-cli
polyaxon_cli/cli/upload.py
https://github.com/polyaxon/polyaxon-cli/blob/a7f5eed74d4d909cad79059f3c21c58606881449/polyaxon_cli/cli/upload.py#L23-L51
def upload(sync=True): # pylint:disable=assign-to-new-keyword """Upload code of the current directory while respecting the .polyaxonignore file.""" project = ProjectManager.get_config_or_raise() files = IgnoreManager.get_unignored_file_paths() try: with create_tarfile(files, project.name) as fi...
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Upload code of the current directory while respecting the .polyaxonignore file.
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python
valid
biosustain/optlang
optlang/scipy_interface.py
https://github.com/biosustain/optlang/blob/13673ac26f6b3ba37a2ef392489722c52e3c5ff1/optlang/scipy_interface.py#L178-L182
def set_constraint_bound(self, name, value): """Set the upper bound of a constraint.""" index = self._get_constraint_index(name) self.upper_bounds[index] = value self._reset_solution()
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Set the upper bound of a constraint.
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python
train
sphinx-contrib/spelling
sphinxcontrib/spelling/checker.py
https://github.com/sphinx-contrib/spelling/blob/3108cd86b5935f458ec80e87f8e37f924725d15f/sphinxcontrib/spelling/checker.py#L41-L49
def check(self, text): """Yields bad words and suggested alternate spellings. """ for word, pos in self.tokenizer(text): correct = self.dictionary.check(word) if correct: continue yield word, self.dictionary.suggest(word) if self.suggest else [...
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Yields bad words and suggested alternate spellings.
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python
train
realestate-com-au/dashmat
dashmat/core_modules/splunk/splunk-sdk-1.3.0/splunklib/client.py
https://github.com/realestate-com-au/dashmat/blob/433886e52698f0ddb9956f087b76041966c3bcd1/dashmat/core_modules/splunk/splunk-sdk-1.3.0/splunklib/client.py#L2358-L2396
def kindpath(self, kind): """Returns a path to the resources for a given input kind. :param `kind`: The kind of input: - "ad": Active Directory - "monitor": Files and directories - "registry": Windows Registry - "script": Scripts - "splun...
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Returns a path to the resources for a given input kind. :param `kind`: The kind of input: - "ad": Active Directory - "monitor": Files and directories - "registry": Windows Registry - "script": Scripts - "splunktcp": TCP, processed - ...
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python
train
polysquare/polysquare-generic-file-linter
polysquarelinter/lint_spelling_only.py
https://github.com/polysquare/polysquare-generic-file-linter/blob/cfc88771acd3d5551c28fa5d917bb0aeb584c4cc/polysquarelinter/lint_spelling_only.py#L82-L105
def _parse_arguments(arguments=None): """Return a parser context result.""" dir_hash = hashlib.sha1(os.getcwd().encode("utf-8")).hexdigest() parser = argparse.ArgumentParser(description="""Find spelling errors""") parser.add_argument("files", nargs="*", m...
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Return a parser context result.
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python
train
agile-geoscience/welly
welly/curve.py
https://github.com/agile-geoscience/welly/blob/ed4c991011d6290938fef365553041026ba29f42/welly/curve.py#L761-L792
def _rolling_window(self, window_length, func1d, step=1, return_rolled=False): """ Private function. Smoother for other smoothing/conditioning functions. Args: window_length (int): the window length. func1d (function): a function that takes a 1D array and returns a ...
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Private function. Smoother for other smoothing/conditioning functions. Args: window_length (int): the window length. func1d (function): a function that takes a 1D array and returns a scalar. step (int): if you want to skip samples in the shifted versions. ...
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python
train
markchil/gptools
gptools/utils.py
https://github.com/markchil/gptools/blob/225db52bfe6baef1516529ad22177aa2cf7b71e4/gptools/utils.py#L732-L753
def elementwise_cdf(self, p): r"""Convert a sample to random variates uniform on :math:`[0, 1]`. For a univariate distribution, this is simply evaluating the CDF. To facilitate efficient sampling, this function returns a *vector* of CDF values, one value for each variable. Basic...
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r"""Convert a sample to random variates uniform on :math:`[0, 1]`. For a univariate distribution, this is simply evaluating the CDF. To facilitate efficient sampling, this function returns a *vector* of CDF values, one value for each variable. Basically, the idea is that, given ...
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python
train
nok/sklearn-porter
sklearn_porter/estimator/classifier/MLPClassifier/__init__.py
https://github.com/nok/sklearn-porter/blob/04673f768310bde31f9747a68a5e070592441ef2/sklearn_porter/estimator/classifier/MLPClassifier/__init__.py#L221-L249
def export_data(self, directory, filename, with_md5_hash=False): """ Save model data in a JSON file. Parameters ---------- :param directory : string The directory. :param filename : string The filename. :param with_md5_hash : bool, default...
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Save model data in a JSON file. Parameters ---------- :param directory : string The directory. :param filename : string The filename. :param with_md5_hash : bool, default: False Whether to append the checksum to the filename or not.
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python
train
sorgerlab/indra
indra/belief/wm_scorer.py
https://github.com/sorgerlab/indra/blob/79a70415832c5702d7a820c7c9ccc8e25010124b/indra/belief/wm_scorer.py#L11-L21
def load_eidos_curation_table(): """Return a pandas table of Eidos curation data.""" url = 'https://raw.githubusercontent.com/clulab/eidos/master/' + \ 'src/main/resources/org/clulab/wm/eidos/english/confidence/' + \ 'rule_summary.tsv' # Load the table of scores from the URL above into a dat...
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Return a pandas table of Eidos curation data.
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python
train
quantmind/dynts
dynts/api/timeseries.py
https://github.com/quantmind/dynts/blob/21ac57c648bfec402fa6b1fe569496cf098fb5e8/dynts/api/timeseries.py#L461-L479
def var(self, ddof=0): '''Calculate variance of timeseries. Return a vector containing the variances of each series in the timeseries. :parameter ddof: delta degree of freedom, the divisor used in the calculation is given by ``N - ddof`` where ``N`` represents the length ...
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Calculate variance of timeseries. Return a vector containing the variances of each series in the timeseries. :parameter ddof: delta degree of freedom, the divisor used in the calculation is given by ``N - ddof`` where ``N`` represents the length of timeseries. Default ``0``. ....
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python
train
angr/angr
angr/analyses/cfg/cfg_emulated.py
https://github.com/angr/angr/blob/4e2f97d56af5419ee73bdb30482c8dd8ff5f3e40/angr/analyses/cfg/cfg_emulated.py#L2641-L2696
def _get_symbolic_function_initial_state(self, function_addr, fastpath_mode_state=None): """ Symbolically execute the first basic block of the specified function, then returns it. We prepares the state using the already existing state in fastpath mode (if avaiable). :param functi...
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Symbolically execute the first basic block of the specified function, then returns it. We prepares the state using the already existing state in fastpath mode (if avaiable). :param function_addr: The function address :return: A symbolic state if succeeded, None otherwise
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python
train
denisenkom/pytds
src/pytds/tds_base.py
https://github.com/denisenkom/pytds/blob/7d875cab29134afdef719406831c1c6a0d7af48a/src/pytds/tds_base.py#L496-L517
def skipall(stm, size): """ Skips exactly size bytes in stm If EOF is reached before size bytes are skipped will raise :class:`ClosedConnectionError` :param stm: Stream to skip bytes in, should have read method this read method can return less than requested number of b...
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Skips exactly size bytes in stm If EOF is reached before size bytes are skipped will raise :class:`ClosedConnectionError` :param stm: Stream to skip bytes in, should have read method this read method can return less than requested number of bytes. :param size: Number of...
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python
train
inasafe/inasafe
safe/gui/tools/options_dialog.py
https://github.com/inasafe/inasafe/blob/831d60abba919f6d481dc94a8d988cc205130724/safe/gui/tools/options_dialog.py#L498-L507
def open_user_directory_path(self): """Open File dialog to choose the user directory path.""" # noinspection PyCallByClass,PyTypeChecker directory_name = QFileDialog.getExistingDirectory( self, self.tr('Results directory'), self.leUserDirectoryPath.text(), ...
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Open File dialog to choose the user directory path.
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python
train
bitesofcode/projexui
projexui/widgets/xviewwidget/xviewwidget.py
https://github.com/bitesofcode/projexui/blob/f18a73bec84df90b034ca69b9deea118dbedfc4d/projexui/widgets/xviewwidget/xviewwidget.py#L101-L129
def createMenu(self, parent): """ Creates a new menu for the inputed parent item. :param parent | <QMenu> """ menu = QtGui.QMenu(parent) menu.setTitle('&View') act = menu.addAction('&Lock/Unlock Layout') act.setIcon(QtGui.QIcon(projexui.reso...
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Creates a new menu for the inputed parent item. :param parent | <QMenu>
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python
train
mwouts/jupytext
jupytext/header.py
https://github.com/mwouts/jupytext/blob/eb7d6aee889f80ad779cfc53441c648f0db9246d/jupytext/header.py#L51-L70
def encoding_and_executable(notebook, metadata, ext): """Return encoding and executable lines for a notebook, if applicable""" lines = [] comment = _SCRIPT_EXTENSIONS.get(ext, {}).get('comment') jupytext_metadata = metadata.get('jupytext', {}) if ext not in ['.Rmd', '.md'] and 'executable' in jupyt...
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Return encoding and executable lines for a notebook, if applicable
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python
train
chrisspen/dtree
dtree.py
https://github.com/chrisspen/dtree/blob/9e9c9992b22ad9a7e296af7e6837666b05db43ef/dtree.py#L1525-L1533
def _grow_trees(self): """ Adds new trees to the forest according to the specified growth method. """ if self.grow_method == GROW_AUTO_INCREMENTAL: self.tree_kwargs['auto_grow'] = True while len(self.trees) < self.size: self.trees.append(Tree(data...
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Adds new trees to the forest according to the specified growth method.
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python
train
gc3-uzh-ch/elasticluster
elasticluster/providers/gce.py
https://github.com/gc3-uzh-ch/elasticluster/blob/e6345633308c76de13b889417df572815aabe744/elasticluster/providers/gce.py#L684-L694
def is_instance_running(self, instance_id): """Check whether the instance is up and running. :param str instance_id: instance identifier :reutrn: True if instance is running, False otherwise """ items = self.list_instances(filter=('name eq "%s"' % instance_id)) for item ...
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Check whether the instance is up and running. :param str instance_id: instance identifier :reutrn: True if instance is running, False otherwise
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python
train
limpyd/redis-limpyd
limpyd/collection.py
https://github.com/limpyd/redis-limpyd/blob/3c745dde1390a0bd09690b77a089dcc08c6c7e43/limpyd/collection.py#L436-L442
def _field_is_pk(self, field_name): """Check if the given name is the pk field, suffixed or not with "__eq" """ if self.cls._field_is_pk(field_name): return True if field_name.endswith('__eq') and self.cls._field_is_pk(field_name[:-4]): return True return False
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Check if the given name is the pk field, suffixed or not with "__eq"
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python
train
quodlibet/mutagen
mutagen/flac.py
https://github.com/quodlibet/mutagen/blob/e393df5971ba41ba5a50de9c2c9e7e5484d82c4e/mutagen/flac.py#L822-L826
def clear_pictures(self): """Delete all pictures from the file.""" blocks = [b for b in self.metadata_blocks if b.code != Picture.code] self.metadata_blocks = blocks
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Delete all pictures from the file.
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python
train
dmwm/DBS
Server/Python/src/dbs/business/DBSPrimaryDataset.py
https://github.com/dmwm/DBS/blob/9619bafce3783b3e77f0415f8f9a258e33dd1e6f/Server/Python/src/dbs/business/DBSPrimaryDataset.py#L55-L99
def insertPrimaryDataset(self, businput): """ Input dictionary has to have the following keys: primary_ds_name, primary_ds_type, creation_date, create_by. it builds the correct dictionary for dao input and executes the dao """ conn = self.dbi.connection() tran = c...
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Input dictionary has to have the following keys: primary_ds_name, primary_ds_type, creation_date, create_by. it builds the correct dictionary for dao input and executes the dao
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python
train
fjwCode/cerium
cerium/androiddriver.py
https://github.com/fjwCode/cerium/blob/f6e06e0dcf83a0bc924828e9d6cb81383ed2364f/cerium/androiddriver.py#L538-L546
def send_keys(self, text: str = 'cerium') -> None: '''Simulates typing keys.''' for char in text: if '\u4e00' <= char <= '\u9fff': raise CharactersException( f'Text cannot contain non-English characters, such as {char!r}.') text = re.escape(text) ...
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Simulates typing keys.
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python
train
iqbal-lab-org/cluster_vcf_records
cluster_vcf_records/vcf_clusterer.py
https://github.com/iqbal-lab-org/cluster_vcf_records/blob/0db26af36b6da97a7361364457d2152dc756055c/cluster_vcf_records/vcf_clusterer.py#L127-L149
def _expand_alts_and_remove_duplicates_in_list(cls, vcf_records, ref_seq, indel_gap=100): '''Input: list of VCF records, all from the same CHROM. ref_seq = sequence of that CHROM. Expands any record in the list that has >ALT, into one record per ALT. Removes duplicated records, where REF and ALT...
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Input: list of VCF records, all from the same CHROM. ref_seq = sequence of that CHROM. Expands any record in the list that has >ALT, into one record per ALT. Removes duplicated records, where REF and ALT are the same (at the same position!), or where there is the same indel more than onc...
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python
train
avalente/appmetrics
appmetrics/statistics.py
https://github.com/avalente/appmetrics/blob/366fc7e1ca897e49a2227cbfa43bfa02a47f1acc/appmetrics/statistics.py#L160-L175
def counts(data): """ Generate a table of sorted (value, frequency) pairs. """ if data is None: raise TypeError('None is not iterable') table = collections.Counter(data).most_common() if not table: return table # Extract the values with the highest frequency. maxfreq ...
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Generate a table of sorted (value, frequency) pairs.
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python
train
mayfield/shellish
shellish/session.py
https://github.com/mayfield/shellish/blob/df0f0e4612d138c34d8cb99b66ab5b8e47f1414a/shellish/session.py#L241-L249
def run_loop(self): """ Main entry point for running in interactive mode. """ self.root_command.prog = '' history_file = self.load_history() rendering.vtmlprint(self.intro) try: self.loop() finally: readline.write_history_file(history_file)
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Main entry point for running in interactive mode.
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python
train
klahnakoski/mo-logs
mo_logs/strings.py
https://github.com/klahnakoski/mo-logs/blob/0971277ac9caf28a755b766b70621916957d4fea/mo_logs/strings.py#L184-L198
def tab(value): """ convert single value to tab-delimited form, including a header :param value: :return: """ if is_data(value): h, d = transpose(*wrap(value).leaves()) return ( "\t".join(map(value2json, h)) + CR + "\t".join(map(value2json, d))...
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convert single value to tab-delimited form, including a header :param value: :return:
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python
train
PyFilesystem/pyfilesystem2
fs/path.py
https://github.com/PyFilesystem/pyfilesystem2/blob/047f3593f297d1442194cda3da7a7335bcc9c14a/fs/path.py#L50-L90
def normpath(path): # type: (Text) -> Text """Normalize a path. This function simplifies a path by collapsing back-references and removing duplicated separators. Arguments: path (str): Path to normalize. Returns: str: A valid FS path. Example: >>> normpath("/foo//...
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Normalize a path. This function simplifies a path by collapsing back-references and removing duplicated separators. Arguments: path (str): Path to normalize. Returns: str: A valid FS path. Example: >>> normpath("/foo//bar/frob/../baz") '/foo/bar/baz' >>> n...
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python
train
ApproxEng/approxeng.input
src/python/approxeng/input/__init__.py
https://github.com/ApproxEng/approxeng.input/blob/0cdf8eed6bfd26ca3b20b4478f352787f60ae8ef/src/python/approxeng/input/__init__.py#L879-L901
def button_pressed(self, key_code, prefix=None): """ Called from the controller classes to update the state of this button manager when a button is pressed. :internal: :param key_code: The code specified when populating Button instances :param prefix: Ap...
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Called from the controller classes to update the state of this button manager when a button is pressed. :internal: :param key_code: The code specified when populating Button instances :param prefix: Applied to key code if present
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python
train
Unity-Technologies/ml-agents
ml-agents/mlagents/trainers/meta_curriculum.py
https://github.com/Unity-Technologies/ml-agents/blob/37d139af636e4a2351751fbf0f2fca5a9ed7457f/ml-agents/mlagents/trainers/meta_curriculum.py#L134-L147
def get_config(self): """Get the combined configuration of all curriculums in this MetaCurriculum. Returns: A dict from parameter to value. """ config = {} for _, curriculum in self.brains_to_curriculums.items(): curr_config = curriculum.get_conf...
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Get the combined configuration of all curriculums in this MetaCurriculum. Returns: A dict from parameter to value.
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python
train
mlperf/training
rnn_translator/pytorch/seq2seq/utils.py
https://github.com/mlperf/training/blob/1c6ae725a81d15437a2b2df05cac0673fde5c3a4/rnn_translator/pytorch/seq2seq/utils.py#L293-L335
def reduce(self, op): """ Reduces average value over all workers. :param op: 'sum' or 'mean', reduction operator """ if op not in ('sum', 'mean'): raise NotImplementedError distributed = (get_world_size() > 1) if distributed: # Backward/f...
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Reduces average value over all workers. :param op: 'sum' or 'mean', reduction operator
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python
train
soravux/scoop
scoop/launcher.py
https://github.com/soravux/scoop/blob/d391dfa62f47e49d48328ee9cf08aa114256fd33/scoop/launcher.py#L138-L149
def initLogging(self): """Configures the logger.""" verbose_levels = { 0: logging.WARNING, 1: logging.INFO, 2: logging.DEBUG, } logging.basicConfig( level=verbose_levels[self.verbose], format="[%(asctime)-15s] %(module)-9s %(lev...
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Configures the logger.
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python
train
inspirehep/inspire-dojson
inspire_dojson/hep/rules/bd0xx.py
https://github.com/inspirehep/inspire-dojson/blob/17f3789cd3d5ae58efa1190dc0eea9efb9c8ca59/inspire_dojson/hep/rules/bd0xx.py#L429-L431
def languages2marc(self, key, value): """Populate the ``041`` MARC field.""" return {'a': pycountry.languages.get(alpha_2=value).name.lower()}
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Populate the ``041`` MARC field.
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python
train
sernst/cauldron
cauldron/session/exposed.py
https://github.com/sernst/cauldron/blob/4086aec9c038c402ea212c79fe8bd0d27104f9cf/cauldron/session/exposed.py#L102-L123
def stop(self, message: str = None, silent: bool = False): """ Stops the execution of the project at the current step immediately without raising an error. Use this to abort running the project in situations where some critical branching action should prevent the project from con...
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Stops the execution of the project at the current step immediately without raising an error. Use this to abort running the project in situations where some critical branching action should prevent the project from continuing to run. :param message: A custom display message t...
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python
train
AoiKuiyuyou/AoikLiveReload
tools/waf/aoikwafutil.py
https://github.com/AoiKuiyuyou/AoikLiveReload/blob/0d5adb12118a33749e6690a8165fdb769cff7d5c/tools/waf/aoikwafutil.py#L1066-L1370
def create_cmd_task( ctx, parts, inputs=None, outputs=None, env=None, cwd=None, task_name=None, cache_key=None, always=False, add_to_group=True, ): """ Create task that runs given command. :param ctx: BuildContext object. :param parts: Command parts list. ...
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Create task that runs given command. :param ctx: BuildContext object. :param parts: Command parts list. Each part can be: - **None**: Will be ignored. - **String**: Will be used as-is. - **Node object**: Will be converted to absolute path. - **List of t...
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python
train
SeabornGames/Table
seaborn_table/table.py
https://github.com/SeabornGames/Table/blob/0c474ef2fb00db0e7cf47e8af91e3556c2e7485a/seaborn_table/table.py#L554-L575
def obj_to_mark_down(self, file_path=None, title_columns=False, quote_numbers=True, quote_empty_str=False): """ This will return a str of a mark down table. :param title_columns: bool if True will title all headers :param file_path: str of the path to the...
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This will return a str of a mark down table. :param title_columns: bool if True will title all headers :param file_path: str of the path to the file to write to :param quote_numbers: bool if True will quote numbers that are strings :param quote_empty_str: bool if True will quot...
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python
train
softlayer/softlayer-python
SoftLayer/CLI/securitygroup/edit.py
https://github.com/softlayer/softlayer-python/blob/9f181be08cc3668353b05a6de0cb324f52cff6fa/SoftLayer/CLI/securitygroup/edit.py#L18-L28
def cli(env, group_id, name, description): """Edit details of a security group.""" mgr = SoftLayer.NetworkManager(env.client) data = {} if name: data['name'] = name if description: data['description'] = description if not mgr.edit_securitygroup(group_id, **data): raise e...
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Edit details of a security group.
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python
train
RedFantom/ttkwidgets
ttkwidgets/color/colorsquare.py
https://github.com/RedFantom/ttkwidgets/blob/02150322060f867b6e59a175522ef84b09168019/ttkwidgets/color/colorsquare.py#L129-L137
def _on_move(self, event): """Make the cross follow the cursor.""" w = self.winfo_width() h = self.winfo_height() x = min(max(event.x, 0), w) y = min(max(event.y, 0), h) self.coords('cross_h', 0, y, w, y) self.coords('cross_v', x, 0, x, h) self.event_gener...
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Make the cross follow the cursor.
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python
train
lrq3000/pyFileFixity
pyFileFixity/lib/brownanrs/rs.py
https://github.com/lrq3000/pyFileFixity/blob/fd5ef23bb13835faf1e3baa773619b86a1cc9bdf/pyFileFixity/lib/brownanrs/rs.py#L862-L888
def _chien_search_faster(self, sigma): '''Faster chien search, processing only useful coefficients (the ones in the messages) instead of the whole 2^8 range. Besides the speed boost, this also allows to fix a number of issue: correctly decoding when the last ecc byte is corrupted, and accepting messages...
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Faster chien search, processing only useful coefficients (the ones in the messages) instead of the whole 2^8 range. Besides the speed boost, this also allows to fix a number of issue: correctly decoding when the last ecc byte is corrupted, and accepting messages of length n > 2^8.
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python
train
instaloader/instaloader
instaloader/instaloader.py
https://github.com/instaloader/instaloader/blob/87d877e650cd8020b04b8b51be120599a441fd5b/instaloader/instaloader.py#L639-L658
def get_feed_posts(self) -> Iterator[Post]: """Get Posts of the user's feed. :return: Iterator over Posts of the user's feed. """ data = self.context.graphql_query("d6f4427fbe92d846298cf93df0b937d3", {})["data"] while True: feed = data["user"]["edge_web_feed_timeli...
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Get Posts of the user's feed. :return: Iterator over Posts of the user's feed.
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python
train
gem/oq-engine
openquake/hazardlib/source/rupture.py
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hazardlib/source/rupture.py#L496-L510
def get_eids(rup_array, samples_by_grp, num_rlzs_by_grp): """ :param rup_array: a composite array with fields serial, n_occ and grp_id :param samples_by_grp: a dictionary grp_id -> samples :param num_rlzs_by_grp: a dictionary grp_id -> num_rlzs """ all_eids = [] for rup in rup_array: ...
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:param rup_array: a composite array with fields serial, n_occ and grp_id :param samples_by_grp: a dictionary grp_id -> samples :param num_rlzs_by_grp: a dictionary grp_id -> num_rlzs
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python
train
quantumlib/Cirq
cirq/sim/density_matrix_utils.py
https://github.com/quantumlib/Cirq/blob/0827da80dd7880e5b923eb69407e980ed9bc0bd2/cirq/sim/density_matrix_utils.py#L24-L74
def to_valid_density_matrix( density_matrix_rep: Union[int, np.ndarray], num_qubits: int, dtype: Type[np.number] = np.complex64) -> np.ndarray: """Verifies the density_matrix_rep is valid and converts it to ndarray form. This method is used to support passing a matrix, a vector (wave function), ...
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Verifies the density_matrix_rep is valid and converts it to ndarray form. This method is used to support passing a matrix, a vector (wave function), or a computational basis state as a representation of a state. Args: density_matrix_rep: If an numpy array, if it is of rank 2 (a matrix), ...
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python
train
delph-in/pydelphin
delphin/itsdb.py
https://github.com/delph-in/pydelphin/blob/7bd2cd63ab7cf74803e1d6547b9ebc014b382abd/delphin/itsdb.py#L2126-L2179
def write_profile(self, profile_directory, relations_filename=None, key_filter=True, append=False, gzip=None): """ Write all tables (as specified by the relations) to a profile. Args: profile_directory: The directory of the output profile ...
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Write all tables (as specified by the relations) to a profile. Args: profile_directory: The directory of the output profile relations_filename: If given, read and use the relations at this path instead of the current profile's relations key_fi...
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python
train
phaethon/kamene
kamene/contrib/gsm_um.py
https://github.com/phaethon/kamene/blob/11d4064844f4f68ac5d7546f5633ac7d02082914/kamene/contrib/gsm_um.py#L1344-L1355
def cmReestablishmentRequest(LocalAreaId_presence=0): """CM RE-ESTABLISHMENT REQUEST Section 9.2.4""" a = TpPd(pd=0x5) b = MessageType(mesType=0x28) # 00101000 c = CiphKeySeqNrAndSpareHalfOctets() e = MobileStationClassmark2() f = MobileId() if LocalAreaId_presence is 1: g = LocalAr...
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CM RE-ESTABLISHMENT REQUEST Section 9.2.4
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python
train
edx/edx-enterprise
enterprise/admin/forms.py
https://github.com/edx/edx-enterprise/blob/aea91379ab0a87cd3bc798961fce28b60ee49a80/enterprise/admin/forms.py#L388-L398
def clean(self): """ Clean form fields prior to database entry. In this case, the major cleaning operation is substituting a None value for a blank value in the Catalog field. """ cleaned_data = super(EnterpriseCustomerAdminForm, self).clean() if 'catalog' in cle...
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Clean form fields prior to database entry. In this case, the major cleaning operation is substituting a None value for a blank value in the Catalog field.
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python
valid
juju/python-libjuju
juju/client/_client8.py
https://github.com/juju/python-libjuju/blob/58f0011f4c57cd68830258952fa952eaadca6b38/juju/client/_client8.py#L1009-L1024
async def Set(self, application, options): ''' application : str options : typing.Mapping[str, str] Returns -> None ''' # map input types to rpc msg _params = dict() msg = dict(type='Application', request='Set', versio...
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application : str options : typing.Mapping[str, str] Returns -> None
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python
train
inveniosoftware/invenio-files-rest
invenio_files_rest/admin.py
https://github.com/inveniosoftware/invenio-files-rest/blob/59a950da61cc8d5882a03c6fde6db2e2ed10befd/invenio_files_rest/admin.py#L209-L227
def action_verify_checksum(self, ids): """Inactivate users.""" try: count = 0 for file_id in ids: f = FileInstance.query.filter_by( id=uuid.UUID(file_id)).one_or_none() if f is None: raise ValueError(_("Canno...
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Inactivate users.
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python
train
bcbio/bcbio-nextgen
bcbio/pipeline/run_info.py
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/pipeline/run_info.py#L710-L721
def _check_svcaller(item): """Ensure the provide structural variant caller is valid. """ allowed = set(reduce(operator.add, [list(d.keys()) for d in structural._CALLERS.values()]) + [None, False]) svs = item["algorithm"].get("svcaller") if not isinstance(svs, (list, tuple)): svs = [svs] ...
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Ensure the provide structural variant caller is valid.
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python
train
urinieto/msaf
examples/compute_features.py
https://github.com/urinieto/msaf/blob/9dbb57d77a1310465a65cc40f1641d083ca74385/examples/compute_features.py#L28-L34
def compute_all_features(file_struct, framesync): """Computes all features for the given file.""" for feature_id in msaf.features_registry: logging.info("Computing %s for file %s" % (feature_id, file_struct.audio_file)) feats = Features.select_f...
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Computes all features for the given file.
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python
test
chrisrink10/basilisp
src/basilisp/lang/reader.py
https://github.com/chrisrink10/basilisp/blob/3d82670ee218ec64eb066289c82766d14d18cc92/src/basilisp/lang/reader.py#L1083-L1101
def read_file( filename: str, resolver: Resolver = None, data_readers: DataReaders = None, eof: Any = None, is_eof_error: bool = False, ) -> Iterable[ReaderForm]: """Read the contents of a file as a Lisp expression. Keyword arguments to this function have the same meanings as those of b...
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Read the contents of a file as a Lisp expression. Keyword arguments to this function have the same meanings as those of basilisp.lang.reader.read.
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python
test
gem/oq-engine
openquake/baselib/node.py
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L736-L747
def node_to_ini(node, output=sys.stdout): """ Convert a Node object with the right structure into a .ini file. :params node: a Node object :params output: a file-like object opened in write mode """ for subnode in node: output.write(u'\n[%s]\n' % subnode.tag) for name, value in ...
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Convert a Node object with the right structure into a .ini file. :params node: a Node object :params output: a file-like object opened in write mode
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python
train
saltstack/salt
salt/modules/splunk_search.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/splunk_search.py#L173-L186
def delete(name, profile="splunk"): ''' Delete a splunk search CLI Example: splunk_search.delete 'my search name' ''' client = _get_splunk(profile) try: client.saved_searches.delete(name) return True except KeyError: return None
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Delete a splunk search CLI Example: splunk_search.delete 'my search name'
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python
train
pazz/urwidtrees
docs/examples/example4.filesystem.py
https://github.com/pazz/urwidtrees/blob/d1fa38ce4f37db00bdfc574b856023b5db4c7ead/docs/examples/example4.filesystem.py#L50-L59
def _list_dir(self, path): """returns absolute paths for all entries in a directory""" try: elements = [ os.path.join(path, x) for x in os.listdir(path) ] if os.path.isdir(path) else [] elements.sort() except OSError: elements = Non...
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returns absolute paths for all entries in a directory
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python
train
9wfox/tornadoweb
tornadoweb/web.py
https://github.com/9wfox/tornadoweb/blob/2286b66fbe10e4d9f212b979664c15fa17adf378/tornadoweb/web.py#L74-L79
def render_string(self, template_name, **kwargs): """ 添加注入模板的自定义参数等信息 """ if hasattr(self, "session"): kwargs["session"] = self.session return super(BaseHandler, self).render_string(template_name, **kwargs)
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添加注入模板的自定义参数等信息
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python
train
matthew-brett/delocate
delocate/libsana.py
https://github.com/matthew-brett/delocate/blob/ed48de15fce31c3f52f1a9f32cae1b02fc55aa60/delocate/libsana.py#L107-L124
def get_prefix_stripper(strip_prefix): """ Return function to strip `strip_prefix` prefix from string if present Parameters ---------- prefix : str Prefix to strip from the beginning of string if present Returns ------- stripper : func function such that ``stripper(a_string...
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Return function to strip `strip_prefix` prefix from string if present Parameters ---------- prefix : str Prefix to strip from the beginning of string if present Returns ------- stripper : func function such that ``stripper(a_string)`` will strip `prefix` from ``a_string...
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python
train
gem/oq-engine
openquake/hmtk/seismicity/selector.py
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hmtk/seismicity/selector.py#L63-L89
def _check_depth_limits(input_dict): '''Returns the default upper and lower depth values if not in dictionary :param input_dict: Dictionary corresponding to the kwargs dictionary of calling function :returns: 'upper_depth': Upper seismogenic depth (float) 'lower_depth': Lower seism...
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Returns the default upper and lower depth values if not in dictionary :param input_dict: Dictionary corresponding to the kwargs dictionary of calling function :returns: 'upper_depth': Upper seismogenic depth (float) 'lower_depth': Lower seismogenic depth (float)
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python
train
AndrewAnnex/SpiceyPy
spiceypy/spiceypy.py
https://github.com/AndrewAnnex/SpiceyPy/blob/fc20a9b9de68b58eed5b332f0c051fb343a6e335/spiceypy/spiceypy.py#L11863-L11894
def spkez(targ, et, ref, abcorr, obs): """ Return the state (position and velocity) of a target body relative to an observing body, optionally corrected for light time (planetary aberration) and stellar aberration. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkez_c.html :param tar...
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Return the state (position and velocity) of a target body relative to an observing body, optionally corrected for light time (planetary aberration) and stellar aberration. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkez_c.html :param targ: Target body. :type targ: int :param et: ...
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python
train
readbeyond/aeneas
aeneas/tools/execute_task.py
https://github.com/readbeyond/aeneas/blob/9d95535ad63eef4a98530cfdff033b8c35315ee1/aeneas/tools/execute_task.py#L443-L680
def perform_command(self): """ Perform command and return the appropriate exit code. :rtype: int """ if len(self.actual_arguments) < 1: return self.print_help() if self.has_option([u"-e", u"--examples"]): return self.print_examples(False) ...
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Perform command and return the appropriate exit code. :rtype: int
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python
train
trevisanj/a99
a99/gui/xmisc.py
https://github.com/trevisanj/a99/blob/193e6e3c9b3e4f4a0ba7eb3eece846fe7045c539/a99/gui/xmisc.py#L275-L294
def get_matplotlib_layout(widget, flag_toolbar=True): """ Creates figure, toolbar, layout, sets widget layout Returns figure, canvas, layout Reference: http://stackoverflow.com/questions/12459811 """ fig = plt.figure() canvas = FigureCanvas(fig) # self.canvas.mpl_con...
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Creates figure, toolbar, layout, sets widget layout Returns figure, canvas, layout Reference: http://stackoverflow.com/questions/12459811
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python
train
pypa/twine
twine/package.py
https://github.com/pypa/twine/blob/c854b2a7b451bf13878f709900261dbcbaf59ca0/twine/package.py#L223-L229
def hash(self): """Hash the file contents.""" with open(self.filename, "rb") as fp: for content in iter(lambda: fp.read(io.DEFAULT_BUFFER_SIZE), b''): self._md5_update(content) self._sha2_update(content) self._blake_update(content)
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Hash the file contents.
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python
train
thumbor/thumbor
thumbor/server.py
https://github.com/thumbor/thumbor/blob/558ccdd6e3bc29e1c9ee3687372c4b3eb05ac607/thumbor/server.py#L132-L150
def main(arguments=None): '''Runs thumbor server with the specified arguments.''' if arguments is None: arguments = sys.argv[1:] server_parameters = get_server_parameters(arguments) config = get_config(server_parameters.config_path, server_parameters.use_environment) configure_log(config, s...
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Runs thumbor server with the specified arguments.
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python
train
Zsailer/phylopandas
phylopandas/treeio/write.py
https://github.com/Zsailer/phylopandas/blob/f163c4a2b9369eb32f6c8f3793f711f6fe4e6130/phylopandas/treeio/write.py#L31-L126
def _pandas_df_to_dendropy_tree( df, taxon_col='uid', taxon_annotations=[], node_col='uid', node_annotations=[], branch_lengths=True, ): """Turn a phylopandas dataframe into a dendropy tree. Parameters ---------- df : DataFrame DataFrame containing tree data. ta...
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Turn a phylopandas dataframe into a dendropy tree. Parameters ---------- df : DataFrame DataFrame containing tree data. taxon_col : str (optional) Column in dataframe to label the taxon. If None, the index will be used. taxon_annotations : str List of columns to annotation...
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python
train
SoftwareDefinedBuildings/XBOS
apps/Data_quality_analysis/Wrapper.py
https://github.com/SoftwareDefinedBuildings/XBOS/blob/c12d4fb14518ea3ae98c471c28e0710fdf74dd25/apps/Data_quality_analysis/Wrapper.py#L439-L543
def clean_data(self, data, rename_col=None, drop_col=None, resample=True, freq='h', resampler='mean', interpolate=True, limit=1, method='linear', remove_na=True, remove_na_how='any', remove_outliers=True, sd_val=3, remov...
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Cleans dataframe according to user specifications and stores result in self.cleaned_data. Parameters ---------- data : pd.DataFrame() Dataframe to be cleaned. rename_col : list(str) List of new column names. drop_col ...
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python
train
persephone-tools/persephone
persephone/corpus.py
https://github.com/persephone-tools/persephone/blob/f94c63e4d5fe719fb1deba449b177bb299d225fb/persephone/corpus.py#L357-L366
def initialize_labels(self, labels: Set[str]) -> Tuple[dict, dict]: """Create mappings from label to index and index to label""" logger.debug("Creating mappings for labels") label_to_index = {label: index for index, label in enumerate( ["pad"] + sorted(list(labe...
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Create mappings from label to index and index to label
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python
train
mbj4668/pyang
pyang/statements.py
https://github.com/mbj4668/pyang/blob/f2a5cc3142162e5b9ee4e18d154568d939ff63dd/pyang/statements.py#L3171-L3190
def get_qualified_type(stmt): """Gets the qualified, top-level type of the node. This enters the typedef if defined instead of using the prefix to ensure absolute distinction. """ type_obj = stmt.search_one('type') fq_type_name = None if type_obj: if getattr(type_obj, 'i_typedef', No...
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Gets the qualified, top-level type of the node. This enters the typedef if defined instead of using the prefix to ensure absolute distinction.
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python
train
pbrisk/mathtoolspy
mathtoolspy/distribution/normal_distribution.py
https://github.com/pbrisk/mathtoolspy/blob/d0d35b45d20f346ba8a755e53ed0aa182fab43dd/mathtoolspy/distribution/normal_distribution.py#L30-L58
def cdf_abramowitz_stegun(x): """ The cumulative distribution function of the standard normal distribution. The standard implementation, following Abramowitz/Stegun, (26.2.17). """ if x >= 0: # if x > 7.0: # return 1 - ONE_OVER_SQRT_OF_TWO_PI * exp(-0.5*x*x)/sqrt(1.0+x*x) ...
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The cumulative distribution function of the standard normal distribution. The standard implementation, following Abramowitz/Stegun, (26.2.17).
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python
train
jlmadurga/permabots
permabots/views/api/state.py
https://github.com/jlmadurga/permabots/blob/781a91702529a23fe7bc2aa84c5d88e961412466/permabots/views/api/state.py#L259-L270
def post(self, request, bot_id, format=None): """ Add a new chat state --- serializer: KikChatStateSerializer responseMessages: - code: 401 message: Not authenticated - code: 400 message: Not valid request """ re...
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Add a new chat state --- serializer: KikChatStateSerializer responseMessages: - code: 401 message: Not authenticated - code: 400 message: Not valid request
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python
train
victorlei/smop
smop/parse.py
https://github.com/victorlei/smop/blob/bdad96b715d1dd75ce8ab4724f76b9b1bb1f61cd/smop/parse.py#L592-L602
def p_if_stmt(p): """ if_stmt : IF expr sep stmt_list_opt elseif_stmt END_STMT | IF LPAREN expr RPAREN stmt_list_opt elseif_stmt END_STMT """ if len(p) == 7: p[0] = node.if_stmt(cond_expr=p[2], then_stmt=p[4], else_stmt=p[5]) elif len(p) == 8: p[0] = node.if_stmt(cond_exp...
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if_stmt : IF expr sep stmt_list_opt elseif_stmt END_STMT | IF LPAREN expr RPAREN stmt_list_opt elseif_stmt END_STMT
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python
train
hollenstein/maspy
maspy/_proteindb_refactoring.py
https://github.com/hollenstein/maspy/blob/f15fcfd24df306d8420540460d902aa3073ec133/maspy/_proteindb_refactoring.py#L496-L509
def _idFromHeaderInfo(headerInfo, isDecoy, decoyTag): """Generates a protein id from headerInfo. If "isDecoy" is True, the "decoyTag" is added to beginning of the generated protein id. :param headerInfo: dict, must contain a key "id" :param isDecoy: bool, determines if the "decoyTag" is added or not. ...
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Generates a protein id from headerInfo. If "isDecoy" is True, the "decoyTag" is added to beginning of the generated protein id. :param headerInfo: dict, must contain a key "id" :param isDecoy: bool, determines if the "decoyTag" is added or not. :param decoyTag: str, a tag that identifies decoy / revers...
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python
train
craffel/mir_eval
mir_eval/separation.py
https://github.com/craffel/mir_eval/blob/f41c8dafaea04b411252a516d1965af43c7d531b/mir_eval/separation.py#L130-L241
def bss_eval_sources(reference_sources, estimated_sources, compute_permutation=True): """ Ordering and measurement of the separation quality for estimated source signals in terms of filtered true source, interference and artifacts. The decomposition allows a time-invariant filter d...
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Ordering and measurement of the separation quality for estimated source signals in terms of filtered true source, interference and artifacts. The decomposition allows a time-invariant filter distortion of length 512, as described in Section III.B of [#vincent2006performance]_. Passing ``False`` for ``...
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python
train
vertexproject/synapse
synapse/lib/certdir.py
https://github.com/vertexproject/synapse/blob/22e67c5a8f6d7caddbcf34b39ab1bd2d6c4a6e0b/synapse/lib/certdir.py#L207-L244
def genClientCert(self, name, outp=None): ''' Generates a user PKCS #12 archive. Please note that the resulting file will contain private key material. Args: name (str): The name of the user keypair. outp (synapse.lib.output.Output): The output buffer. E...
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Generates a user PKCS #12 archive. Please note that the resulting file will contain private key material. Args: name (str): The name of the user keypair. outp (synapse.lib.output.Output): The output buffer. Examples: Make the PKC12 object for user "myuser": ...
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python
train
gwastro/pycbc
pycbc/distributions/arbitrary.py
https://github.com/gwastro/pycbc/blob/7a64cdd104d263f1b6ea0b01e6841837d05a4cb3/pycbc/distributions/arbitrary.py#L85-L122
def _pdf(self, **kwargs): """Returns the pdf at the given values. The keyword arguments must contain all of parameters in self's params. Unrecognized arguments are ignored. """ for p in self._params: if p not in kwargs.keys(): raise ValueError('Missing...
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Returns the pdf at the given values. The keyword arguments must contain all of parameters in self's params. Unrecognized arguments are ignored.
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python
train
KnuVerse/knuverse-sdk-python
knuverse/knufactor.py
https://github.com/KnuVerse/knuverse-sdk-python/blob/00f1275a452a4dcf9bc92ef345f6985504226d8e/knuverse/knufactor.py#L675-L700
def settings_module_update(self, mode_audiopin_enable=None, mode_audiopass_enable=None, mode_default=None): """ Set Module settings. Uses PUT to /settings/modules interface. :Args: * *mode_audiopin_en...
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Set Module settings. Uses PUT to /settings/modules interface. :Args: * *mode_audiopin_enable*: (bool) Turn on and off the AudioPIN feature * *mode_audiopass_enable*: (bool) Turn on and off the AudioPass feature * *mode_default*: (str) Set the default verification mode. Either '...
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python
train
saltstack/salt
salt/modules/osquery.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/osquery.py#L224-L236
def apt_sources(attrs=None, where=None): ''' Return apt_sources information from osquery CLI Example: .. code-block:: bash salt '*' osquery.apt_sources ''' if __grains__['os_family'] == 'Debian': return _osquery_cmd(table='apt_sources', attrs=attrs, where=where) return {'r...
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Return apt_sources information from osquery CLI Example: .. code-block:: bash salt '*' osquery.apt_sources
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python
train
google/grr
appveyor/windows_templates/build_windows_templates.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/appveyor/windows_templates/build_windows_templates.py#L250-L282
def _RepackTemplates(self): """Repack templates with a dummy config.""" dummy_config = os.path.join( args.grr_src, "grr/test/grr_response_test/test_data/dummyconfig.yaml") if args.build_32: template_i386 = glob.glob(os.path.join(args.output_dir, "*_...
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Repack templates with a dummy config.
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python
train
jxtech/wechatpy
wechatpy/enterprise/client/api/chat.py
https://github.com/jxtech/wechatpy/blob/4df0da795618c0895a10f1c2cde9e9d5c0a93aaa/wechatpy/enterprise/client/api/chat.py#L220-L229
def send_group_image(self, sender, receiver, media_id): """ 发送群聊图片消息 :param sender: 发送人 :param receiver: 会话 ID :param media_id: 图片媒体文件id,可以调用上传素材文件接口获取 :return: 返回的 JSON 数据包 """ return self.send_image(sender, 'group', receiver, media_id)
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发送群聊图片消息 :param sender: 发送人 :param receiver: 会话 ID :param media_id: 图片媒体文件id,可以调用上传素材文件接口获取 :return: 返回的 JSON 数据包
[ "发送群聊图片消息" ]
python
train
nuSTORM/gnomon
gnomon/Graph.py
https://github.com/nuSTORM/gnomon/blob/7616486ecd6e26b76f677c380e62db1c0ade558a/gnomon/Graph.py#L71-L82
def GetFarthestNode(self, gr, node): """node is start node""" # Remember: weights are negative distance = minmax.shortest_path_bellman_ford(gr, node)[1] # Find the farthest node, which is end of track min_key = None for key, value in distance.iteritems(): if ...
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node is start node
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python
train
annoviko/pyclustering
pyclustering/cluster/rock.py
https://github.com/annoviko/pyclustering/blob/98aa0dd89fd36f701668fb1eb29c8fb5662bf7d0/pyclustering/cluster/rock.py#L152-L174
def __find_pair_clusters(self, clusters): """! @brief Returns pair of clusters that are best candidates for merging in line with goodness measure. The pair of clusters for which the above goodness measure is maximum is the best pair of clusters to be merged. @...
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! @brief Returns pair of clusters that are best candidates for merging in line with goodness measure. The pair of clusters for which the above goodness measure is maximum is the best pair of clusters to be merged. @param[in] clusters (list): List of clusters that have ...
[ "!" ]
python
valid
nerdvegas/rez
src/rez/package_repository.py
https://github.com/nerdvegas/rez/blob/1d3b846d53b5b5404edfe8ddb9083f9ceec8c5e7/src/rez/package_repository.py#L455-L459
def clear_caches(self): """Clear all cached data.""" self.get_repository.cache_clear() self._get_repository.cache_clear() self.pool.clear_caches()
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Clear all cached data.
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python
train
mosesschwartz/scrypture
scrypture/scrypture.py
https://github.com/mosesschwartz/scrypture/blob/d51eb0c9835a5122a655078268185ce8ab9ec86a/scrypture/scrypture.py#L113-L122
def script_input(module_name): '''Render a module's input page. Forms are created based on objects in the module's WebAPI class.''' if module_name not in registered_modules: return page_not_found(module_name) form = registered_modules[module_name].WebAPI() return render_template('script_inde...
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Render a module's input page. Forms are created based on objects in the module's WebAPI class.
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python
train
KelSolaar/Umbra
umbra/ui/widgets/application_QToolBar.py
https://github.com/KelSolaar/Umbra/blob/66f45f08d9d723787f1191989f8b0dda84b412ce/umbra/ui/widgets/application_QToolBar.py#L363-L390
def set_toolbar_children_widgets(self): """ Sets the toolBar children widgets. :return: Method success. :rtype: bool """ LOGGER.debug("> Adding 'Application_Logo_label' widget!") self.addWidget(self.get_application_logo_label()) LOGGER.debug("> Adding '...
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Sets the toolBar children widgets. :return: Method success. :rtype: bool
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python
train