Unnamed: 0
int64
0
10k
repository_name
stringlengths
7
54
func_path_in_repository
stringlengths
5
223
func_name
stringlengths
1
134
whole_func_string
stringlengths
100
30.3k
language
stringclasses
1 value
func_code_string
stringlengths
100
30.3k
func_code_tokens
stringlengths
138
33.2k
func_documentation_string
stringlengths
1
15k
func_documentation_tokens
stringlengths
5
5.14k
split_name
stringclasses
1 value
func_code_url
stringlengths
91
315
4,100
OLC-Bioinformatics/sipprverse
method.py
Method.complete
def complete(self): """ Determine if the analyses of the strains are complete e.g. there are no missing GDCS genes, and the sample.general.bestassemblyfile != 'NA' """ # Boolean to store the completeness of the analyses allcomplete = True # Clear the list of samp...
python
def complete(self): """ Determine if the analyses of the strains are complete e.g. there are no missing GDCS genes, and the sample.general.bestassemblyfile != 'NA' """ # Boolean to store the completeness of the analyses allcomplete = True # Clear the list of samp...
['def', 'complete', '(', 'self', ')', ':', '# Boolean to store the completeness of the analyses', 'allcomplete', '=', 'True', '# Clear the list of samples that still require more sequence data', 'self', '.', 'incomplete', '=', 'list', '(', ')', 'for', 'sample', 'in', 'self', '.', 'runmetadata', '.', 'samples', ':', 'if...
Determine if the analyses of the strains are complete e.g. there are no missing GDCS genes, and the sample.general.bestassemblyfile != 'NA'
['Determine', 'if', 'the', 'analyses', 'of', 'the', 'strains', 'are', 'complete', 'e', '.', 'g', '.', 'there', 'are', 'no', 'missing', 'GDCS', 'genes', 'and', 'the', 'sample', '.', 'general', '.', 'bestassemblyfile', '!', '=', 'NA']
train
https://github.com/OLC-Bioinformatics/sipprverse/blob/d4f10cdf8e1a39dac0953db61c21c97efc6006de/method.py#L228-L261
4,101
blakev/python-syncthing
syncthing/__init__.py
Database.browse
def browse(self, folder, levels=None, prefix=None): """ Returns the directory tree of the global model. Directories are always JSON objects (map/dictionary), and files are always arrays of modification time and size. The first integer is the files modification time, and the ...
python
def browse(self, folder, levels=None, prefix=None): """ Returns the directory tree of the global model. Directories are always JSON objects (map/dictionary), and files are always arrays of modification time and size. The first integer is the files modification time, and the ...
['def', 'browse', '(', 'self', ',', 'folder', ',', 'levels', '=', 'None', ',', 'prefix', '=', 'None', ')', ':', 'assert', 'isinstance', '(', 'levels', ',', 'int', ')', 'or', 'levels', 'is', 'None', 'assert', 'isinstance', '(', 'prefix', ',', 'string_types', ')', 'or', 'prefix', 'is', 'None', 'return', 'self', '.', 'get...
Returns the directory tree of the global model. Directories are always JSON objects (map/dictionary), and files are always arrays of modification time and size. The first integer is the files modification time, and the second integer is the file size. Args: ...
['Returns', 'the', 'directory', 'tree', 'of', 'the', 'global', 'model', '.']
train
https://github.com/blakev/python-syncthing/blob/a7f4930f86f7543cd96990277945467896fb523d/syncthing/__init__.py#L581-L603
4,102
nugget/python-insteonplm
insteonplm/states/x10.py
X10DimmableSwitch.set_level
def set_level(self, val): """Set the device ON LEVEL.""" if val == 0: self.off() elif val == 255: self.on() else: setlevel = 255 if val < 1: setlevel = val * 255 elif val <= 0xff: setlevel = val ...
python
def set_level(self, val): """Set the device ON LEVEL.""" if val == 0: self.off() elif val == 255: self.on() else: setlevel = 255 if val < 1: setlevel = val * 255 elif val <= 0xff: setlevel = val ...
['def', 'set_level', '(', 'self', ',', 'val', ')', ':', 'if', 'val', '==', '0', ':', 'self', '.', 'off', '(', ')', 'elif', 'val', '==', '255', ':', 'self', '.', 'on', '(', ')', 'else', ':', 'setlevel', '=', '255', 'if', 'val', '<', '1', ':', 'setlevel', '=', 'val', '*', '255', 'elif', 'val', '<=', '0xff', ':', 'setleve...
Set the device ON LEVEL.
['Set', 'the', 'device', 'ON', 'LEVEL', '.']
train
https://github.com/nugget/python-insteonplm/blob/65548041f1b0729ae1ae904443dd81b0c6cbf1bf/insteonplm/states/x10.py#L107-L134
4,103
jkokorian/pyqt2waybinding
pyqt2waybinding/__init__.py
Observer.bindToProperty
def bindToProperty(self,instance,propertyName,useGetter=False): """ 2-way binds to an instance property. Parameters: - instance -- the object instance - propertyName -- the name of the property to bind to - useGetter: when True, calls the getter method to obtain the valu...
python
def bindToProperty(self,instance,propertyName,useGetter=False): """ 2-way binds to an instance property. Parameters: - instance -- the object instance - propertyName -- the name of the property to bind to - useGetter: when True, calls the getter method to obtain the valu...
['def', 'bindToProperty', '(', 'self', ',', 'instance', ',', 'propertyName', ',', 'useGetter', '=', 'False', ')', ':', 'endpoint', '=', 'BindingEndpoint', '.', 'forProperty', '(', 'instance', ',', 'propertyName', ',', 'useGetter', '=', 'useGetter', ')', 'self', '.', 'bindToEndPoint', '(', 'endpoint', ')']
2-way binds to an instance property. Parameters: - instance -- the object instance - propertyName -- the name of the property to bind to - useGetter: when True, calls the getter method to obtain the value. When False, the signal argument is used as input for the target setter. (default ...
['2', '-', 'way', 'binds', 'to', 'an', 'instance', 'property', '.']
train
https://github.com/jkokorian/pyqt2waybinding/blob/fb1fb84f55608cfbf99c6486650100ba81743117/pyqt2waybinding/__init__.py#L142-L166
4,104
kensho-technologies/graphql-compiler
graphql_compiler/schema_generation/schema_graph.py
SchemaGraph.get_default_property_values
def get_default_property_values(self, classname): """Return a dict with default values for all properties declared on this class.""" schema_element = self.get_element_by_class_name(classname) result = { property_name: property_descriptor.default for property_name, proper...
python
def get_default_property_values(self, classname): """Return a dict with default values for all properties declared on this class.""" schema_element = self.get_element_by_class_name(classname) result = { property_name: property_descriptor.default for property_name, proper...
['def', 'get_default_property_values', '(', 'self', ',', 'classname', ')', ':', 'schema_element', '=', 'self', '.', 'get_element_by_class_name', '(', 'classname', ')', 'result', '=', '{', 'property_name', ':', 'property_descriptor', '.', 'default', 'for', 'property_name', ',', 'property_descriptor', 'in', 'six', '.', '...
Return a dict with default values for all properties declared on this class.
['Return', 'a', 'dict', 'with', 'default', 'values', 'for', 'all', 'properties', 'declared', 'on', 'this', 'class', '.']
train
https://github.com/kensho-technologies/graphql-compiler/blob/f6079c6d10f64932f6b3af309b79bcea2123ca8f/graphql_compiler/schema_generation/schema_graph.py#L297-L311
4,105
tensorpack/tensorpack
tensorpack/models/layer_norm.py
LayerNorm
def LayerNorm( x, epsilon=1e-5, use_bias=True, use_scale=True, gamma_init=None, data_format='channels_last'): """ Layer Normalization layer, as described in the paper: `Layer Normalization <https://arxiv.org/abs/1607.06450>`_. Args: x (tf.Tensor): a 4D or 2D tensor. When...
python
def LayerNorm( x, epsilon=1e-5, use_bias=True, use_scale=True, gamma_init=None, data_format='channels_last'): """ Layer Normalization layer, as described in the paper: `Layer Normalization <https://arxiv.org/abs/1607.06450>`_. Args: x (tf.Tensor): a 4D or 2D tensor. When...
['def', 'LayerNorm', '(', 'x', ',', 'epsilon', '=', '1e-5', ',', 'use_bias', '=', 'True', ',', 'use_scale', '=', 'True', ',', 'gamma_init', '=', 'None', ',', 'data_format', '=', "'channels_last'", ')', ':', 'data_format', '=', 'get_data_format', '(', 'data_format', ',', 'keras_mode', '=', 'False', ')', 'shape', '=', 'x...
Layer Normalization layer, as described in the paper: `Layer Normalization <https://arxiv.org/abs/1607.06450>`_. Args: x (tf.Tensor): a 4D or 2D tensor. When 4D, the layout should match data_format. epsilon (float): epsilon to avoid divide-by-zero. use_scale, use_bias (bool): whether to...
['Layer', 'Normalization', 'layer', 'as', 'described', 'in', 'the', 'paper', ':', 'Layer', 'Normalization', '<https', ':', '//', 'arxiv', '.', 'org', '/', 'abs', '/', '1607', '.', '06450', '>', '_', '.']
train
https://github.com/tensorpack/tensorpack/blob/d7a13cb74c9066bc791d7aafc3b744b60ee79a9f/tensorpack/models/layer_norm.py#L14-L63
4,106
SiLab-Bonn/pyBAR
pybar/utils/utils.py
get_iso_time
def get_iso_time(): '''returns time as ISO string, mapping to and from datetime in ugly way convert to string with str() ''' t1 = time.time() t2 = datetime.datetime.fromtimestamp(t1) t4 = t2.__str__() try: t4a, t4b = t4.split(".", 1) except ValueError: t4a = t...
python
def get_iso_time(): '''returns time as ISO string, mapping to and from datetime in ugly way convert to string with str() ''' t1 = time.time() t2 = datetime.datetime.fromtimestamp(t1) t4 = t2.__str__() try: t4a, t4b = t4.split(".", 1) except ValueError: t4a = t...
['def', 'get_iso_time', '(', ')', ':', 't1', '=', 'time', '.', 'time', '(', ')', 't2', '=', 'datetime', '.', 'datetime', '.', 'fromtimestamp', '(', 't1', ')', 't4', '=', 't2', '.', '__str__', '(', ')', 'try', ':', 't4a', ',', 't4b', '=', 't4', '.', 'split', '(', '"."', ',', '1', ')', 'except', 'ValueError', ':', 't4a',...
returns time as ISO string, mapping to and from datetime in ugly way convert to string with str()
['returns', 'time', 'as', 'ISO', 'string', 'mapping', 'to', 'and', 'from', 'datetime', 'in', 'ugly', 'way', 'convert', 'to', 'string', 'with', 'str', '()']
train
https://github.com/SiLab-Bonn/pyBAR/blob/5ad95bbcd41cd358825823fb78f396cfce23593e/pybar/utils/utils.py#L267-L282
4,107
PmagPy/PmagPy
programs/s_hext.py
main
def main(): """ NAME s_hext.py DESCRIPTION calculates Hext statistics for tensor data SYNTAX s_hext.py [-h][-i][-f file] [<filename] OPTIONS -h prints help message and quits -f file specifies filename on command line -l NMEAS do line by line instead of...
python
def main(): """ NAME s_hext.py DESCRIPTION calculates Hext statistics for tensor data SYNTAX s_hext.py [-h][-i][-f file] [<filename] OPTIONS -h prints help message and quits -f file specifies filename on command line -l NMEAS do line by line instead of...
['def', 'main', '(', ')', ':', 'ave', '=', '1', 'if', "'-h'", 'in', 'sys', '.', 'argv', ':', 'print', '(', 'main', '.', '__doc__', ')', 'sys', '.', 'exit', '(', ')', 'if', "'-l'", 'in', 'sys', '.', 'argv', ':', 'ind', '=', 'sys', '.', 'argv', '.', 'index', '(', "'-l'", ')', 'npts', '=', 'int', '(', 'sys', '.', 'argv', ...
NAME s_hext.py DESCRIPTION calculates Hext statistics for tensor data SYNTAX s_hext.py [-h][-i][-f file] [<filename] OPTIONS -h prints help message and quits -f file specifies filename on command line -l NMEAS do line by line instead of whole file, use number ...
['NAME', 's_hext', '.', 'py']
train
https://github.com/PmagPy/PmagPy/blob/c7984f8809bf40fe112e53dcc311a33293b62d0b/programs/s_hext.py#L8-L76
4,108
bcbio/bcbio-nextgen
bcbio/qc/qsignature.py
summary
def summary(*samples): """Run SignatureCompareRelatedSimple module from qsignature tool. Creates a matrix of pairwise comparison among samples. The function will not run if the output exists :param samples: list with only one element containing all samples information :returns: (dict) with the pat...
python
def summary(*samples): """Run SignatureCompareRelatedSimple module from qsignature tool. Creates a matrix of pairwise comparison among samples. The function will not run if the output exists :param samples: list with only one element containing all samples information :returns: (dict) with the pat...
['def', 'summary', '(', '*', 'samples', ')', ':', 'warnings', ',', 'similar', '=', '[', ']', ',', '[', ']', 'qsig', '=', 'config_utils', '.', 'get_program', '(', '"qsignature"', ',', 'samples', '[', '0', ']', '[', '0', ']', '[', '"config"', ']', ')', 'if', 'not', 'qsig', ':', 'return', '[', '[', ']', ']', 'res_qsig', '...
Run SignatureCompareRelatedSimple module from qsignature tool. Creates a matrix of pairwise comparison among samples. The function will not run if the output exists :param samples: list with only one element containing all samples information :returns: (dict) with the path of the output to be joined t...
['Run', 'SignatureCompareRelatedSimple', 'module', 'from', 'qsignature', 'tool', '.']
train
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/qc/qsignature.py#L71-L118
4,109
pypa/pipenv
pipenv/vendor/distlib/_backport/tarfile.py
_Stream._read
def _read(self, size): """Return size bytes from the stream. """ if self.comptype == "tar": return self.__read(size) c = len(self.dbuf) while c < size: buf = self.__read(self.bufsize) if not buf: break try: ...
python
def _read(self, size): """Return size bytes from the stream. """ if self.comptype == "tar": return self.__read(size) c = len(self.dbuf) while c < size: buf = self.__read(self.bufsize) if not buf: break try: ...
['def', '_read', '(', 'self', ',', 'size', ')', ':', 'if', 'self', '.', 'comptype', '==', '"tar"', ':', 'return', 'self', '.', '__read', '(', 'size', ')', 'c', '=', 'len', '(', 'self', '.', 'dbuf', ')', 'while', 'c', '<', 'size', ':', 'buf', '=', 'self', '.', '__read', '(', 'self', '.', 'bufsize', ')', 'if', 'not', 'bu...
Return size bytes from the stream.
['Return', 'size', 'bytes', 'from', 'the', 'stream', '.']
train
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/vendor/distlib/_backport/tarfile.py#L583-L602
4,110
mitsei/dlkit
dlkit/json_/repository/sessions.py
CompositionLookupSession.get_composition
def get_composition(self, composition_id): """Gets the ``Composition`` specified by its ``Id``. arg: composition_id (osid.id.Id): ``Id`` of the ``Composiiton`` return: (osid.repository.Composition) - the composition raise: NotFound - ``composition_id`` not found ...
python
def get_composition(self, composition_id): """Gets the ``Composition`` specified by its ``Id``. arg: composition_id (osid.id.Id): ``Id`` of the ``Composiiton`` return: (osid.repository.Composition) - the composition raise: NotFound - ``composition_id`` not found ...
['def', 'get_composition', '(', 'self', ',', 'composition_id', ')', ':', '# Implemented from template for', '# osid.resource.ResourceLookupSession.get_resource', '# NOTE: This implementation currently ignores plenary view', 'collection', '=', 'JSONClientValidated', '(', "'repository'", ',', 'collection', '=', "'Composi...
Gets the ``Composition`` specified by its ``Id``. arg: composition_id (osid.id.Id): ``Id`` of the ``Composiiton`` return: (osid.repository.Composition) - the composition raise: NotFound - ``composition_id`` not found raise: NullArgument - ``composition_id`` is ``nul...
['Gets', 'the', 'Composition', 'specified', 'by', 'its', 'Id', '.']
train
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/repository/sessions.py#L3225-L3247
4,111
pyQode/pyqode.core
pyqode/core/widgets/tabs.py
TabWidget._on_dirty_changed
def _on_dirty_changed(self, dirty): """ Adds a star in front of a dirtt tab and emits dirty_changed. """ try: title = self._current._tab_name index = self.indexOf(self._current) if dirty: self.setTabText(index, "* " + title) ...
python
def _on_dirty_changed(self, dirty): """ Adds a star in front of a dirtt tab and emits dirty_changed. """ try: title = self._current._tab_name index = self.indexOf(self._current) if dirty: self.setTabText(index, "* " + title) ...
['def', '_on_dirty_changed', '(', 'self', ',', 'dirty', ')', ':', 'try', ':', 'title', '=', 'self', '.', '_current', '.', '_tab_name', 'index', '=', 'self', '.', 'indexOf', '(', 'self', '.', '_current', ')', 'if', 'dirty', ':', 'self', '.', 'setTabText', '(', 'index', ',', '"* "', '+', 'title', ')', 'else', ':', 'self'...
Adds a star in front of a dirtt tab and emits dirty_changed.
['Adds', 'a', 'star', 'in', 'front', 'of', 'a', 'dirtt', 'tab', 'and', 'emits', 'dirty_changed', '.']
train
https://github.com/pyQode/pyqode.core/blob/a99ec6cd22d519394f613309412f8329dc4e90cb/pyqode/core/widgets/tabs.py#L428-L441
4,112
AoiKuiyuyou/AoikI18n
src/aoiki18n/aoiki18n_.py
I18n.yaml_force_unicode
def yaml_force_unicode(): """ Force pyyaml to return unicode values. """ #/ ## modified from |http://stackoverflow.com/a/2967461| if sys.version_info[0] == 2: def construct_func(self, node): return self.construct_scalar(node) yaml.L...
python
def yaml_force_unicode(): """ Force pyyaml to return unicode values. """ #/ ## modified from |http://stackoverflow.com/a/2967461| if sys.version_info[0] == 2: def construct_func(self, node): return self.construct_scalar(node) yaml.L...
['def', 'yaml_force_unicode', '(', ')', ':', '#/', '## modified from |http://stackoverflow.com/a/2967461|', 'if', 'sys', '.', 'version_info', '[', '0', ']', '==', '2', ':', 'def', 'construct_func', '(', 'self', ',', 'node', ')', ':', 'return', 'self', '.', 'construct_scalar', '(', 'node', ')', 'yaml', '.', 'Loader', '....
Force pyyaml to return unicode values.
['Force', 'pyyaml', 'to', 'return', 'unicode', 'values', '.']
train
https://github.com/AoiKuiyuyou/AoikI18n/blob/8d60ea6a2be24e533a9cf92b433a8cfdb67f813e/src/aoiki18n/aoiki18n_.py#L78-L88
4,113
orb-framework/orb
orb/core/query.py
QueryCompound.columns
def columns(self, model=None): """ Returns any columns used within this query. :return [<orb.Column>, ..] """ for query in self.__queries: for column in query.columns(model=model): yield column
python
def columns(self, model=None): """ Returns any columns used within this query. :return [<orb.Column>, ..] """ for query in self.__queries: for column in query.columns(model=model): yield column
['def', 'columns', '(', 'self', ',', 'model', '=', 'None', ')', ':', 'for', 'query', 'in', 'self', '.', '__queries', ':', 'for', 'column', 'in', 'query', '.', 'columns', '(', 'model', '=', 'model', ')', ':', 'yield', 'column']
Returns any columns used within this query. :return [<orb.Column>, ..]
['Returns', 'any', 'columns', 'used', 'within', 'this', 'query', '.']
train
https://github.com/orb-framework/orb/blob/575be2689cb269e65a0a2678232ff940acc19e5a/orb/core/query.py#L1384-L1392
4,114
numenta/htmresearch
htmresearch/algorithms/lateral_pooler.py
LateralPooler.feedforward
def feedforward(self): """ Soon to be depriciated. Needed to make the SP implementation compatible with some older code. """ m = self._numInputs n = self._numColumns W = np.zeros((n, m)) for i in range(self._numColumns): self.getPermanence(i, W[i, :]) return W
python
def feedforward(self): """ Soon to be depriciated. Needed to make the SP implementation compatible with some older code. """ m = self._numInputs n = self._numColumns W = np.zeros((n, m)) for i in range(self._numColumns): self.getPermanence(i, W[i, :]) return W
['def', 'feedforward', '(', 'self', ')', ':', 'm', '=', 'self', '.', '_numInputs', 'n', '=', 'self', '.', '_numColumns', 'W', '=', 'np', '.', 'zeros', '(', '(', 'n', ',', 'm', ')', ')', 'for', 'i', 'in', 'range', '(', 'self', '.', '_numColumns', ')', ':', 'self', '.', 'getPermanence', '(', 'i', ',', 'W', '[', 'i', ',',...
Soon to be depriciated. Needed to make the SP implementation compatible with some older code.
['Soon', 'to', 'be', 'depriciated', '.', 'Needed', 'to', 'make', 'the', 'SP', 'implementation', 'compatible', 'with', 'some', 'older', 'code', '.']
train
https://github.com/numenta/htmresearch/blob/70c096b09a577ea0432c3f3bfff4442d4871b7aa/htmresearch/algorithms/lateral_pooler.py#L201-L213
4,115
ConsenSys/mythril-classic
mythril/laser/ethereum/state/machine_state.py
MachineState.mem_extend
def mem_extend(self, start: int, size: int) -> None: """Extends the memory of this machine state. :param start: Start of memory extension :param size: Size of memory extension """ m_extend = self.calculate_extension_size(start, size) if m_extend: extend_gas =...
python
def mem_extend(self, start: int, size: int) -> None: """Extends the memory of this machine state. :param start: Start of memory extension :param size: Size of memory extension """ m_extend = self.calculate_extension_size(start, size) if m_extend: extend_gas =...
['def', 'mem_extend', '(', 'self', ',', 'start', ':', 'int', ',', 'size', ':', 'int', ')', '->', 'None', ':', 'm_extend', '=', 'self', '.', 'calculate_extension_size', '(', 'start', ',', 'size', ')', 'if', 'm_extend', ':', 'extend_gas', '=', 'self', '.', 'calculate_memory_gas', '(', 'start', ',', 'size', ')', 'self', '...
Extends the memory of this machine state. :param start: Start of memory extension :param size: Size of memory extension
['Extends', 'the', 'memory', 'of', 'this', 'machine', 'state', '.']
train
https://github.com/ConsenSys/mythril-classic/blob/27af71c34b2ce94f4fae5613ec457f93df1a8f56/mythril/laser/ethereum/state/machine_state.py#L151-L163
4,116
toumorokoshi/sprinter
sprinter/formula/base.py
FormulaBase.validate
def validate(self): """ validates the feature configuration, and returns a list of errors (empty list if no error) validate should: * required variables * warn on unused variables errors should either be reported via self._log_error(), or raise an exception """...
python
def validate(self): """ validates the feature configuration, and returns a list of errors (empty list if no error) validate should: * required variables * warn on unused variables errors should either be reported via self._log_error(), or raise an exception """...
['def', 'validate', '(', 'self', ')', ':', 'if', 'self', '.', 'target', ':', 'for', 'k', 'in', 'self', '.', 'target', '.', 'keys', '(', ')', ':', 'if', 'k', 'in', 'self', '.', 'deprecated_options', ':', 'self', '.', 'logger', '.', 'warn', '(', 'self', '.', 'deprecated_options', '[', 'k', ']', '.', 'format', '(', 'optio...
validates the feature configuration, and returns a list of errors (empty list if no error) validate should: * required variables * warn on unused variables errors should either be reported via self._log_error(), or raise an exception
['validates', 'the', 'feature', 'configuration', 'and', 'returns', 'a', 'list', 'of', 'errors', '(', 'empty', 'list', 'if', 'no', 'error', ')']
train
https://github.com/toumorokoshi/sprinter/blob/846697a7a087e69c61d075232e754d6975a64152/sprinter/formula/base.py#L141-L163
4,117
dmlc/gluon-nlp
scripts/sentiment_analysis/text_cnn.py
model
def model(dropout, vocab, model_mode, output_size): """Construct the model.""" textCNN = SentimentNet(dropout=dropout, vocab_size=len(vocab), model_mode=model_mode,\ output_size=output_size) textCNN.hybridize() return textCNN
python
def model(dropout, vocab, model_mode, output_size): """Construct the model.""" textCNN = SentimentNet(dropout=dropout, vocab_size=len(vocab), model_mode=model_mode,\ output_size=output_size) textCNN.hybridize() return textCNN
['def', 'model', '(', 'dropout', ',', 'vocab', ',', 'model_mode', ',', 'output_size', ')', ':', 'textCNN', '=', 'SentimentNet', '(', 'dropout', '=', 'dropout', ',', 'vocab_size', '=', 'len', '(', 'vocab', ')', ',', 'model_mode', '=', 'model_mode', ',', 'output_size', '=', 'output_size', ')', 'textCNN', '.', 'hybridize'...
Construct the model.
['Construct', 'the', 'model', '.']
train
https://github.com/dmlc/gluon-nlp/blob/4b83eb6bcc8881e5f1081a3675adaa19fac5c0ba/scripts/sentiment_analysis/text_cnn.py#L40-L46
4,118
saltstack/salt
salt/netapi/rest_cherrypy/app.py
salt_api_acl_tool
def salt_api_acl_tool(username, request): ''' ..versionadded:: 2016.3.0 Verifies user requests against the API whitelist. (User/IP pair) in order to provide whitelisting for the API similar to the master, but over the API. ..code-block:: yaml rest_cherrypy: api_acl: ...
python
def salt_api_acl_tool(username, request): ''' ..versionadded:: 2016.3.0 Verifies user requests against the API whitelist. (User/IP pair) in order to provide whitelisting for the API similar to the master, but over the API. ..code-block:: yaml rest_cherrypy: api_acl: ...
['def', 'salt_api_acl_tool', '(', 'username', ',', 'request', ')', ':', 'failure_str', '=', '(', '"[api_acl] Authentication failed for "', '"user %s from IP %s"', ')', 'success_str', '=', '(', '"[api_acl] Authentication sucessful for "', '"user %s from IP %s"', ')', 'pass_str', '=', '(', '"[api_acl] Authentication not ...
..versionadded:: 2016.3.0 Verifies user requests against the API whitelist. (User/IP pair) in order to provide whitelisting for the API similar to the master, but over the API. ..code-block:: yaml rest_cherrypy: api_acl: users: '*': ...
['..', 'versionadded', '::', '2016', '.', '3', '.', '0']
train
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/netapi/rest_cherrypy/app.py#L696-L762
4,119
go-macaroon-bakery/py-macaroon-bakery
macaroonbakery/httpbakery/_browser.py
WebBrowserInteractor._wait_for_token
def _wait_for_token(self, ctx, wait_token_url): ''' Returns a token from a the wait token URL @param wait_token_url URL to wait for (string) :return DischargeToken ''' resp = requests.get(wait_token_url) if resp.status_code != 200: raise InteractionError('cann...
python
def _wait_for_token(self, ctx, wait_token_url): ''' Returns a token from a the wait token URL @param wait_token_url URL to wait for (string) :return DischargeToken ''' resp = requests.get(wait_token_url) if resp.status_code != 200: raise InteractionError('cann...
['def', '_wait_for_token', '(', 'self', ',', 'ctx', ',', 'wait_token_url', ')', ':', 'resp', '=', 'requests', '.', 'get', '(', 'wait_token_url', ')', 'if', 'resp', '.', 'status_code', '!=', '200', ':', 'raise', 'InteractionError', '(', "'cannot get {}'", '.', 'format', '(', 'wait_token_url', ')', ')', 'json_resp', '=',...
Returns a token from a the wait token URL @param wait_token_url URL to wait for (string) :return DischargeToken
['Returns', 'a', 'token', 'from', 'a', 'the', 'wait', 'token', 'URL']
train
https://github.com/go-macaroon-bakery/py-macaroon-bakery/blob/63ce1ef1dabe816eb8aaec48fbb46761c34ddf77/macaroonbakery/httpbakery/_browser.py#L49-L69
4,120
cbclab/MOT
mot/lib/cl_function.py
_ProcedureWorker._build_kernel
def _build_kernel(self, kernel_source, compile_flags=()): """Convenience function for building the kernel for this worker. Args: kernel_source (str): the kernel source to use for building the kernel Returns: cl.Program: a compiled CL kernel """ return cl...
python
def _build_kernel(self, kernel_source, compile_flags=()): """Convenience function for building the kernel for this worker. Args: kernel_source (str): the kernel source to use for building the kernel Returns: cl.Program: a compiled CL kernel """ return cl...
['def', '_build_kernel', '(', 'self', ',', 'kernel_source', ',', 'compile_flags', '=', '(', ')', ')', ':', 'return', 'cl', '.', 'Program', '(', 'self', '.', '_cl_context', ',', 'kernel_source', ')', '.', 'build', '(', "' '", '.', 'join', '(', 'compile_flags', ')', ')']
Convenience function for building the kernel for this worker. Args: kernel_source (str): the kernel source to use for building the kernel Returns: cl.Program: a compiled CL kernel
['Convenience', 'function', 'for', 'building', 'the', 'kernel', 'for', 'this', 'worker', '.']
train
https://github.com/cbclab/MOT/blob/fb3243b65025705842e82704705c00902f9a35af/mot/lib/cl_function.py#L706-L715
4,121
openstack/networking-cisco
networking_cisco/plugins/cisco/cfg_agent/device_drivers/iosxe/iosxe_routing_driver.py
IosXeRoutingDriver._cfg_exists
def _cfg_exists(self, cfg_str): """Check a partial config string exists in the running config. :param cfg_str: config string to check :return : True or False """ ios_cfg = self._get_running_config() parse = HTParser(ios_cfg) cfg_raw = parse.find_lines("^" + cfg_s...
python
def _cfg_exists(self, cfg_str): """Check a partial config string exists in the running config. :param cfg_str: config string to check :return : True or False """ ios_cfg = self._get_running_config() parse = HTParser(ios_cfg) cfg_raw = parse.find_lines("^" + cfg_s...
['def', '_cfg_exists', '(', 'self', ',', 'cfg_str', ')', ':', 'ios_cfg', '=', 'self', '.', '_get_running_config', '(', ')', 'parse', '=', 'HTParser', '(', 'ios_cfg', ')', 'cfg_raw', '=', 'parse', '.', 'find_lines', '(', '"^"', '+', 'cfg_str', ')', 'LOG', '.', 'debug', '(', '"_cfg_exists(): Found lines %s"', ',', 'cfg_r...
Check a partial config string exists in the running config. :param cfg_str: config string to check :return : True or False
['Check', 'a', 'partial', 'config', 'string', 'exists', 'in', 'the', 'running', 'config', '.']
train
https://github.com/openstack/networking-cisco/blob/aa58a30aec25b86f9aa5952b0863045975debfa9/networking_cisco/plugins/cisco/cfg_agent/device_drivers/iosxe/iosxe_routing_driver.py#L405-L415
4,122
idmillington/layout
layout/rl_utils.py
ReportlabOutput.draw_polygon
def draw_polygon( self, *pts, close_path=True, stroke=None, stroke_width=1, stroke_dash=None, fill=None ) -> None: """Draws the given polygon.""" c = self.c c.saveState() if stroke is not Non...
python
def draw_polygon( self, *pts, close_path=True, stroke=None, stroke_width=1, stroke_dash=None, fill=None ) -> None: """Draws the given polygon.""" c = self.c c.saveState() if stroke is not Non...
['def', 'draw_polygon', '(', 'self', ',', '*', 'pts', ',', 'close_path', '=', 'True', ',', 'stroke', '=', 'None', ',', 'stroke_width', '=', '1', ',', 'stroke_dash', '=', 'None', ',', 'fill', '=', 'None', ')', '->', 'None', ':', 'c', '=', 'self', '.', 'c', 'c', '.', 'saveState', '(', ')', 'if', 'stroke', 'is', 'not', 'N...
Draws the given polygon.
['Draws', 'the', 'given', 'polygon', '.']
train
https://github.com/idmillington/layout/blob/c452d1d7a74c9a74f7639c1b49e2a41c4e354bb5/layout/rl_utils.py#L98-L127
4,123
plivo/sharq-server
sharq_server/server.py
SharQServer._view_interval
def _view_interval(self, queue_type, queue_id): """Updates the queue interval in SharQ.""" response = { 'status': 'failure' } try: request_data = json.loads(request.data) interval = request_data['interval'] except Exception, e: resp...
python
def _view_interval(self, queue_type, queue_id): """Updates the queue interval in SharQ.""" response = { 'status': 'failure' } try: request_data = json.loads(request.data) interval = request_data['interval'] except Exception, e: resp...
['def', '_view_interval', '(', 'self', ',', 'queue_type', ',', 'queue_id', ')', ':', 'response', '=', '{', "'status'", ':', "'failure'", '}', 'try', ':', 'request_data', '=', 'json', '.', 'loads', '(', 'request', '.', 'data', ')', 'interval', '=', 'request_data', '[', "'interval'", ']', 'except', 'Exception', ',', 'e',...
Updates the queue interval in SharQ.
['Updates', 'the', 'queue', 'interval', 'in', 'SharQ', '.']
train
https://github.com/plivo/sharq-server/blob/9f4c50eb5ee28d1084591febc4a3a34d7ffd0556/sharq_server/server.py#L133-L159
4,124
allenai/allennlp
allennlp/data/dataset_readers/dataset_utils/text2sql_utils.py
clean_and_split_sql
def clean_and_split_sql(sql: str) -> List[str]: """ Cleans up and unifies a SQL query. This involves unifying quoted strings and splitting brackets which aren't formatted consistently in the data. """ sql_tokens: List[str] = [] for token in sql.strip().split(): token = token.replace('"',...
python
def clean_and_split_sql(sql: str) -> List[str]: """ Cleans up and unifies a SQL query. This involves unifying quoted strings and splitting brackets which aren't formatted consistently in the data. """ sql_tokens: List[str] = [] for token in sql.strip().split(): token = token.replace('"',...
['def', 'clean_and_split_sql', '(', 'sql', ':', 'str', ')', '->', 'List', '[', 'str', ']', ':', 'sql_tokens', ':', 'List', '[', 'str', ']', '=', '[', ']', 'for', 'token', 'in', 'sql', '.', 'strip', '(', ')', '.', 'split', '(', ')', ':', 'token', '=', 'token', '.', 'replace', '(', '\'"\'', ',', '"\'"', ')', '.', 'replac...
Cleans up and unifies a SQL query. This involves unifying quoted strings and splitting brackets which aren't formatted consistently in the data.
['Cleans', 'up', 'and', 'unifies', 'a', 'SQL', 'query', '.', 'This', 'involves', 'unifying', 'quoted', 'strings', 'and', 'splitting', 'brackets', 'which', 'aren', 't', 'formatted', 'consistently', 'in', 'the', 'data', '.']
train
https://github.com/allenai/allennlp/blob/648a36f77db7e45784c047176074f98534c76636/allennlp/data/dataset_readers/dataset_utils/text2sql_utils.py#L89-L102
4,125
django-fluent/django-fluent-blogs
fluent_blogs/sitemaps.py
TagArchiveSitemap.lastmod
def lastmod(self, tag): """Return the last modification of the entry.""" lastitems = EntryModel.objects.published().order_by('-modification_date').filter(tags=tag).only('modification_date') return lastitems[0].modification_date
python
def lastmod(self, tag): """Return the last modification of the entry.""" lastitems = EntryModel.objects.published().order_by('-modification_date').filter(tags=tag).only('modification_date') return lastitems[0].modification_date
['def', 'lastmod', '(', 'self', ',', 'tag', ')', ':', 'lastitems', '=', 'EntryModel', '.', 'objects', '.', 'published', '(', ')', '.', 'order_by', '(', "'-modification_date'", ')', '.', 'filter', '(', 'tags', '=', 'tag', ')', '.', 'only', '(', "'modification_date'", ')', 'return', 'lastitems', '[', '0', ']', '.', 'modi...
Return the last modification of the entry.
['Return', 'the', 'last', 'modification', 'of', 'the', 'entry', '.']
train
https://github.com/django-fluent/django-fluent-blogs/blob/86b148549a010eaca9a2ea987fe43be250e06c50/fluent_blogs/sitemaps.py#L86-L89
4,126
ClimateImpactLab/DataFS
datafs/managers/manager_dynamo.py
DynamoDBManager._update_spec_config
def _update_spec_config(self, document_name, spec): ''' Dynamo implementation of project specific metadata spec ''' # add the updated archive_metadata object to Dynamo self._spec_table.update_item( Key={'_id': '{}'.format(document_name)}, UpdateExpression...
python
def _update_spec_config(self, document_name, spec): ''' Dynamo implementation of project specific metadata spec ''' # add the updated archive_metadata object to Dynamo self._spec_table.update_item( Key={'_id': '{}'.format(document_name)}, UpdateExpression...
['def', '_update_spec_config', '(', 'self', ',', 'document_name', ',', 'spec', ')', ':', '# add the updated archive_metadata object to Dynamo', 'self', '.', '_spec_table', '.', 'update_item', '(', 'Key', '=', '{', "'_id'", ':', "'{}'", '.', 'format', '(', 'document_name', ')', '}', ',', 'UpdateExpression', '=', '"SET c...
Dynamo implementation of project specific metadata spec
['Dynamo', 'implementation', 'of', 'project', 'specific', 'metadata', 'spec']
train
https://github.com/ClimateImpactLab/DataFS/blob/0d32c2b4e18d300a11b748a552f6adbc3dd8f59d/datafs/managers/manager_dynamo.py#L182-L192
4,127
openstack/networking-cisco
networking_cisco/apps/saf/agent/vdp/lldpad.py
LldpadDriver.construct_vdp_dict
def construct_vdp_dict(self, mode, mgrid, typeid, typeid_ver, vsiid_frmt, vsiid, filter_frmt, gid, mac, vlan, oui_id, oui_data): """Constructs the VDP Message. Please refer http://www.ieee802.org/1/pages/802.1bg.html VDP Section for more det...
python
def construct_vdp_dict(self, mode, mgrid, typeid, typeid_ver, vsiid_frmt, vsiid, filter_frmt, gid, mac, vlan, oui_id, oui_data): """Constructs the VDP Message. Please refer http://www.ieee802.org/1/pages/802.1bg.html VDP Section for more det...
['def', 'construct_vdp_dict', '(', 'self', ',', 'mode', ',', 'mgrid', ',', 'typeid', ',', 'typeid_ver', ',', 'vsiid_frmt', ',', 'vsiid', ',', 'filter_frmt', ',', 'gid', ',', 'mac', ',', 'vlan', ',', 'oui_id', ',', 'oui_data', ')', ':', 'vdp_keyword_str', '=', '{', '}', 'if', 'mgrid', 'is', 'None', ':', 'mgrid', '=', 's...
Constructs the VDP Message. Please refer http://www.ieee802.org/1/pages/802.1bg.html VDP Section for more detailed information :param mode: Associate or De-associate :param mgrid: MGR ID :param typeid: Type ID :param typeid_ver: Version of the Type ID :param vsii...
['Constructs', 'the', 'VDP', 'Message', '.']
train
https://github.com/openstack/networking-cisco/blob/aa58a30aec25b86f9aa5952b0863045975debfa9/networking_cisco/apps/saf/agent/vdp/lldpad.py#L330-L402
4,128
DistrictDataLabs/yellowbrick
yellowbrick/datasets/base.py
Dataset.to_dataframe
def to_dataframe(self): """ Returns the entire dataset as a single pandas DataFrame. Returns ------- df : DataFrame with shape (n_instances, n_columns) A pandas DataFrame containing the complete original data table including all targets (specified by the ...
python
def to_dataframe(self): """ Returns the entire dataset as a single pandas DataFrame. Returns ------- df : DataFrame with shape (n_instances, n_columns) A pandas DataFrame containing the complete original data table including all targets (specified by the ...
['def', 'to_dataframe', '(', 'self', ')', ':', 'if', 'pd', 'is', 'None', ':', 'raise', 'DatasetsError', '(', '"pandas is required to load DataFrame, it can be installed with pip"', ')', 'path', '=', 'find_dataset_path', '(', 'self', '.', 'name', ',', 'ext', '=', '".csv.gz"', ',', 'data_home', '=', 'self', '.', 'data_ho...
Returns the entire dataset as a single pandas DataFrame. Returns ------- df : DataFrame with shape (n_instances, n_columns) A pandas DataFrame containing the complete original data table including all targets (specified by the meta data) and all features (inc...
['Returns', 'the', 'entire', 'dataset', 'as', 'a', 'single', 'pandas', 'DataFrame', '.']
train
https://github.com/DistrictDataLabs/yellowbrick/blob/59b67236a3862c73363e8edad7cd86da5b69e3b2/yellowbrick/datasets/base.py#L232-L249
4,129
paypal/baler
baler/baler.py
static_uint8_variable_for_data
def static_uint8_variable_for_data(variable_name, data, max_line_length=120, comment="", indent=2): r""" >>> static_uint8_variable_for_data("v", "abc") 'static uint8_t v[3] = {\n 0x61, 0x62, 0x63,\n}; // v' >>> static_uint8_variable_for_data("v", "abc", comment="hi") 'static uint8_t v[3] = { // hi\...
python
def static_uint8_variable_for_data(variable_name, data, max_line_length=120, comment="", indent=2): r""" >>> static_uint8_variable_for_data("v", "abc") 'static uint8_t v[3] = {\n 0x61, 0x62, 0x63,\n}; // v' >>> static_uint8_variable_for_data("v", "abc", comment="hi") 'static uint8_t v[3] = { // hi\...
['def', 'static_uint8_variable_for_data', '(', 'variable_name', ',', 'data', ',', 'max_line_length', '=', '120', ',', 'comment', '=', '""', ',', 'indent', '=', '2', ')', ':', 'hex_components', '=', '[', ']', 'for', 'byte', 'in', 'data', ':', 'byte_as_hex', '=', '"0x{u:02X}"', '.', 'format', '(', 'u', '=', 'ord', '(', '...
r""" >>> static_uint8_variable_for_data("v", "abc") 'static uint8_t v[3] = {\n 0x61, 0x62, 0x63,\n}; // v' >>> static_uint8_variable_for_data("v", "abc", comment="hi") 'static uint8_t v[3] = { // hi\n 0x61, 0x62, 0x63,\n}; // v' >>> static_uint8_variable_for_data("v", "abc", indent=4) 'static ...
['r', '>>>', 'static_uint8_variable_for_data', '(', 'v', 'abc', ')', 'static', 'uint8_t', 'v', '[', '3', ']', '=', '{', '\\', 'n', '0x61', '0x62', '0x63', '\\', 'n', '}', ';', '//', 'v', '>>>', 'static_uint8_variable_for_data', '(', 'v', 'abc', 'comment', '=', 'hi', ')', 'static', 'uint8_t', 'v', '[', '3', ']', '=', '{...
train
https://github.com/paypal/baler/blob/db4f09dd2c7729b2df5268c87ad3b4cb43396abf/baler/baler.py#L44-L77
4,130
TylerTemp/docpie
docpie/pie.py
Docpie.set_config
def set_config(self, **config): """Shadow all the current config.""" reinit = False if 'stdopt' in config: stdopt = config.pop('stdopt') reinit = (stdopt != self.stdopt) self.stdopt = stdopt if 'attachopt' in config: attachopt = config.pop(...
python
def set_config(self, **config): """Shadow all the current config.""" reinit = False if 'stdopt' in config: stdopt = config.pop('stdopt') reinit = (stdopt != self.stdopt) self.stdopt = stdopt if 'attachopt' in config: attachopt = config.pop(...
['def', 'set_config', '(', 'self', ',', '*', '*', 'config', ')', ':', 'reinit', '=', 'False', 'if', "'stdopt'", 'in', 'config', ':', 'stdopt', '=', 'config', '.', 'pop', '(', "'stdopt'", ')', 'reinit', '=', '(', 'stdopt', '!=', 'self', '.', 'stdopt', ')', 'self', '.', 'stdopt', '=', 'stdopt', 'if', "'attachopt'", 'in',...
Shadow all the current config.
['Shadow', 'all', 'the', 'current', 'config', '.']
train
https://github.com/TylerTemp/docpie/blob/e658454b81b6c79a020d499f12ad73496392c09a/docpie/pie.py#L655-L714
4,131
AndrewAnnex/SpiceyPy
spiceypy/spiceypy.py
ckgpav
def ckgpav(inst, sclkdp, tol, ref): """ Get pointing (attitude) and angular velocity for a specified spacecraft clock time. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/ckgpav_c.html :param inst: NAIF ID of instrument, spacecraft, or structure. :type inst: int :param sclkdp: Enc...
python
def ckgpav(inst, sclkdp, tol, ref): """ Get pointing (attitude) and angular velocity for a specified spacecraft clock time. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/ckgpav_c.html :param inst: NAIF ID of instrument, spacecraft, or structure. :type inst: int :param sclkdp: Enc...
['def', 'ckgpav', '(', 'inst', ',', 'sclkdp', ',', 'tol', ',', 'ref', ')', ':', 'inst', '=', 'ctypes', '.', 'c_int', '(', 'inst', ')', 'sclkdp', '=', 'ctypes', '.', 'c_double', '(', 'sclkdp', ')', 'tol', '=', 'ctypes', '.', 'c_double', '(', 'tol', ')', 'ref', '=', 'stypes', '.', 'stringToCharP', '(', 'ref', ')', 'cmat'...
Get pointing (attitude) and angular velocity for a specified spacecraft clock time. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/ckgpav_c.html :param inst: NAIF ID of instrument, spacecraft, or structure. :type inst: int :param sclkdp: Encoded spacecraft clock time. :type sclkdp: fl...
['Get', 'pointing', '(', 'attitude', ')', 'and', 'angular', 'velocity', 'for', 'a', 'specified', 'spacecraft', 'clock', 'time', '.']
train
https://github.com/AndrewAnnex/SpiceyPy/blob/fc20a9b9de68b58eed5b332f0c051fb343a6e335/spiceypy/spiceypy.py#L1031-L1063
4,132
datadesk/python-documentcloud
documentcloud/toolbox.py
credentials_required
def credentials_required(method_func): """ Decorator for methods that checks that the client has credentials. Throws a CredentialsMissingError when they are absent. """ def _checkcredentials(self, *args, **kwargs): if self.username and self.password: return method_func(self, *ar...
python
def credentials_required(method_func): """ Decorator for methods that checks that the client has credentials. Throws a CredentialsMissingError when they are absent. """ def _checkcredentials(self, *args, **kwargs): if self.username and self.password: return method_func(self, *ar...
['def', 'credentials_required', '(', 'method_func', ')', ':', 'def', '_checkcredentials', '(', 'self', ',', '*', 'args', ',', '*', '*', 'kwargs', ')', ':', 'if', 'self', '.', 'username', 'and', 'self', '.', 'password', ':', 'return', 'method_func', '(', 'self', ',', '*', 'args', ',', '*', '*', 'kwargs', ')', 'else', ':...
Decorator for methods that checks that the client has credentials. Throws a CredentialsMissingError when they are absent.
['Decorator', 'for', 'methods', 'that', 'checks', 'that', 'the', 'client', 'has', 'credentials', '.']
train
https://github.com/datadesk/python-documentcloud/blob/0d7f42cbf1edf5c61fca37ed846362cba4abfd76/documentcloud/toolbox.py#L45-L59
4,133
jart/fabulous
fabulous/utils.py
TerminalInfo.dimensions
def dimensions(self): """Returns terminal dimensions Don't save this information for long periods of time because the user might resize their terminal. :return: Returns ``(width, height)``. If there's no terminal to be found, we'll just return ``(79, 40)``. ""...
python
def dimensions(self): """Returns terminal dimensions Don't save this information for long periods of time because the user might resize their terminal. :return: Returns ``(width, height)``. If there's no terminal to be found, we'll just return ``(79, 40)``. ""...
['def', 'dimensions', '(', 'self', ')', ':', 'try', ':', 'call', '=', 'fcntl', '.', 'ioctl', '(', 'self', '.', 'termfd', ',', 'termios', '.', 'TIOCGWINSZ', ',', '"\\000"', '*', '8', ')', 'except', 'IOError', ':', 'return', '(', '79', ',', '40', ')', 'else', ':', 'height', ',', 'width', '=', 'struct', '.', 'unpack', '('...
Returns terminal dimensions Don't save this information for long periods of time because the user might resize their terminal. :return: Returns ``(width, height)``. If there's no terminal to be found, we'll just return ``(79, 40)``.
['Returns', 'terminal', 'dimensions']
train
https://github.com/jart/fabulous/blob/19903cf0a980b82f5928c3bec1f28b6bdd3785bd/fabulous/utils.py#L100-L115
4,134
DLR-RM/RAFCON
source/rafcon/gui/mygaphas/connector.py
RectanglePointPort.glue
def glue(self, pos): """Calculates the distance between the given position and the port :param (float, float) pos: Distance to this position is calculated :return: Distance to port :rtype: float """ # Distance between border of rectangle and point # Equation from...
python
def glue(self, pos): """Calculates the distance between the given position and the port :param (float, float) pos: Distance to this position is calculated :return: Distance to port :rtype: float """ # Distance between border of rectangle and point # Equation from...
['def', 'glue', '(', 'self', ',', 'pos', ')', ':', '# Distance between border of rectangle and point', '# Equation from http://stackoverflow.com/a/18157551/3568069', 'dx', '=', 'max', '(', 'self', '.', 'point', '.', 'x', '-', 'self', '.', 'width', '/', '2.', '-', 'pos', '[', '0', ']', ',', '0', ',', 'pos', '[', '0', ']...
Calculates the distance between the given position and the port :param (float, float) pos: Distance to this position is calculated :return: Distance to port :rtype: float
['Calculates', 'the', 'distance', 'between', 'the', 'given', 'position', 'and', 'the', 'port']
train
https://github.com/DLR-RM/RAFCON/blob/24942ef1a904531f49ab8830a1dbb604441be498/source/rafcon/gui/mygaphas/connector.py#L43-L55
4,135
apache/incubator-mxnet
example/gluon/lipnet/trainer.py
Train.infer_batch
def infer_batch(self, dataloader): """ Description : inference for LipNet """ sum_losses = 0 len_losses = 0 for input_data, input_label in dataloader: data = gluon.utils.split_and_load(input_data, self.ctx, even_split=False) label = gluon.utils.spl...
python
def infer_batch(self, dataloader): """ Description : inference for LipNet """ sum_losses = 0 len_losses = 0 for input_data, input_label in dataloader: data = gluon.utils.split_and_load(input_data, self.ctx, even_split=False) label = gluon.utils.spl...
['def', 'infer_batch', '(', 'self', ',', 'dataloader', ')', ':', 'sum_losses', '=', '0', 'len_losses', '=', '0', 'for', 'input_data', ',', 'input_label', 'in', 'dataloader', ':', 'data', '=', 'gluon', '.', 'utils', '.', 'split_and_load', '(', 'input_data', ',', 'self', '.', 'ctx', ',', 'even_split', '=', 'False', ')', ...
Description : inference for LipNet
['Description', ':', 'inference', 'for', 'LipNet']
train
https://github.com/apache/incubator-mxnet/blob/1af29e9c060a4c7d60eeaacba32afdb9a7775ba7/example/gluon/lipnet/trainer.py#L188-L201
4,136
Kortemme-Lab/klab
klab/google/gcalendar.py
GoogleCalendar.get_upcoming_event_lists_for_the_remainder_of_the_month
def get_upcoming_event_lists_for_the_remainder_of_the_month(self, year = None, month = None): '''Return the set of events as triple of (today's events, events for the remainder of the week, events for the remainder of the month).''' events = [] if year == None and month == None: now...
python
def get_upcoming_event_lists_for_the_remainder_of_the_month(self, year = None, month = None): '''Return the set of events as triple of (today's events, events for the remainder of the week, events for the remainder of the month).''' events = [] if year == None and month == None: now...
['def', 'get_upcoming_event_lists_for_the_remainder_of_the_month', '(', 'self', ',', 'year', '=', 'None', ',', 'month', '=', 'None', ')', ':', 'events', '=', '[', ']', 'if', 'year', '==', 'None', 'and', 'month', '==', 'None', ':', 'now', '=', 'datetime', '.', 'now', '(', 'tz', '=', 'self', '.', 'timezone', ')', '# time...
Return the set of events as triple of (today's events, events for the remainder of the week, events for the remainder of the month).
['Return', 'the', 'set', 'of', 'events', 'as', 'triple', 'of', '(', 'today', 's', 'events', 'events', 'for', 'the', 'remainder', 'of', 'the', 'week', 'events', 'for', 'the', 'remainder', 'of', 'the', 'month', ')', '.']
train
https://github.com/Kortemme-Lab/klab/blob/6d410ad08f1bd9f7cbbb28d7d946e94fbaaa2b6b/klab/google/gcalendar.py#L236-L277
4,137
koszullab/metaTOR
metator/scripts/hicstuff.py
distance_to_contact
def distance_to_contact(D, alpha=1): """Compute contact matrix from input distance matrix. Distance values of zeroes are given the largest contact count otherwise inferred non-zero distance values. """ if callable(alpha): distance_function = alpha else: try: a = np.f...
python
def distance_to_contact(D, alpha=1): """Compute contact matrix from input distance matrix. Distance values of zeroes are given the largest contact count otherwise inferred non-zero distance values. """ if callable(alpha): distance_function = alpha else: try: a = np.f...
['def', 'distance_to_contact', '(', 'D', ',', 'alpha', '=', '1', ')', ':', 'if', 'callable', '(', 'alpha', ')', ':', 'distance_function', '=', 'alpha', 'else', ':', 'try', ':', 'a', '=', 'np', '.', 'float64', '(', 'alpha', ')', 'def', 'distance_function', '(', 'x', ')', ':', 'return', '1', '/', '(', 'x', '**', '(', '1'...
Compute contact matrix from input distance matrix. Distance values of zeroes are given the largest contact count otherwise inferred non-zero distance values.
['Compute', 'contact', 'matrix', 'from', 'input', 'distance', 'matrix', '.', 'Distance', 'values', 'of', 'zeroes', 'are', 'given', 'the', 'largest', 'contact', 'count', 'otherwise', 'inferred', 'non', '-', 'zero', 'distance', 'values', '.']
train
https://github.com/koszullab/metaTOR/blob/0c1203d1dffedfa5ea380c0335b4baa9cfb7e89a/metator/scripts/hicstuff.py#L918-L942
4,138
yougov/pmxbot
pmxbot/quotes.py
MongoDBQuotes.delete
def delete(self, lookup): """ If exactly one quote matches, delete it. Otherwise, raise a ValueError. """ lookup, num = self.split_num(lookup) if num: result = self.find_matches(lookup)[num - 1] else: result, = self.find_matches(lookup) self.db.delete_one(result)
python
def delete(self, lookup): """ If exactly one quote matches, delete it. Otherwise, raise a ValueError. """ lookup, num = self.split_num(lookup) if num: result = self.find_matches(lookup)[num - 1] else: result, = self.find_matches(lookup) self.db.delete_one(result)
['def', 'delete', '(', 'self', ',', 'lookup', ')', ':', 'lookup', ',', 'num', '=', 'self', '.', 'split_num', '(', 'lookup', ')', 'if', 'num', ':', 'result', '=', 'self', '.', 'find_matches', '(', 'lookup', ')', '[', 'num', '-', '1', ']', 'else', ':', 'result', ',', '=', 'self', '.', 'find_matches', '(', 'lookup', ')', ...
If exactly one quote matches, delete it. Otherwise, raise a ValueError.
['If', 'exactly', 'one', 'quote', 'matches', 'delete', 'it', '.', 'Otherwise', 'raise', 'a', 'ValueError', '.']
train
https://github.com/yougov/pmxbot/blob/5da84a3258a0fd73cb35b60e39769a5d7bfb2ba7/pmxbot/quotes.py#L153-L163
4,139
pip-services3-python/pip-services3-commons-python
pip_services3_commons/refer/References.py
References.get_all
def get_all(self): """ Gets all component references registered in this reference map. :return: a list with component references. """ components = [] self._lock.acquire() try: for reference in self._references: components.appe...
python
def get_all(self): """ Gets all component references registered in this reference map. :return: a list with component references. """ components = [] self._lock.acquire() try: for reference in self._references: components.appe...
['def', 'get_all', '(', 'self', ')', ':', 'components', '=', '[', ']', 'self', '.', '_lock', '.', 'acquire', '(', ')', 'try', ':', 'for', 'reference', 'in', 'self', '.', '_references', ':', 'components', '.', 'append', '(', 'reference', '.', 'get_component', '(', ')', ')', 'finally', ':', 'self', '.', '_lock', '.', 're...
Gets all component references registered in this reference map. :return: a list with component references.
['Gets', 'all', 'component', 'references', 'registered', 'in', 'this', 'reference', 'map', '.']
train
https://github.com/pip-services3-python/pip-services3-commons-python/blob/22cbbb3e91e49717f65c083d36147fdb07ba9e3b/pip_services3_commons/refer/References.py#L147-L162
4,140
StackStorm/pybind
pybind/nos/v6_0_2f/brocade_firmware_rpc/firmware_download/input/__init__.py
input._set_usb
def _set_usb(self, v, load=False): """ Setter method for usb, mapped from YANG variable /brocade_firmware_rpc/firmware_download/input/usb (container) If this variable is read-only (config: false) in the source YANG file, then _set_usb is considered as a private method. Backends looking to populate t...
python
def _set_usb(self, v, load=False): """ Setter method for usb, mapped from YANG variable /brocade_firmware_rpc/firmware_download/input/usb (container) If this variable is read-only (config: false) in the source YANG file, then _set_usb is considered as a private method. Backends looking to populate t...
['def', '_set_usb', '(', 'self', ',', 'v', ',', 'load', '=', 'False', ')', ':', 'if', 'hasattr', '(', 'v', ',', '"_utype"', ')', ':', 'v', '=', 'v', '.', '_utype', '(', 'v', ')', 'try', ':', 't', '=', 'YANGDynClass', '(', 'v', ',', 'base', '=', 'usb', '.', 'usb', ',', 'is_container', '=', "'container'", ',', 'presence'...
Setter method for usb, mapped from YANG variable /brocade_firmware_rpc/firmware_download/input/usb (container) If this variable is read-only (config: false) in the source YANG file, then _set_usb is considered as a private method. Backends looking to populate this variable should do so via calling thisO...
['Setter', 'method', 'for', 'usb', 'mapped', 'from', 'YANG', 'variable', '/', 'brocade_firmware_rpc', '/', 'firmware_download', '/', 'input', '/', 'usb', '(', 'container', ')', 'If', 'this', 'variable', 'is', 'read', '-', 'only', '(', 'config', ':', 'false', ')', 'in', 'the', 'source', 'YANG', 'file', 'then', '_set_usb...
train
https://github.com/StackStorm/pybind/blob/44c467e71b2b425be63867aba6e6fa28b2cfe7fb/pybind/nos/v6_0_2f/brocade_firmware_rpc/firmware_download/input/__init__.py#L200-L221
4,141
srittau/python-asserts
asserts/__init__.py
assert_dict_equal
def assert_dict_equal( first, second, key_msg_fmt="{msg}", value_msg_fmt="{msg}" ): """Fail unless first dictionary equals second. The dictionaries are considered equal, if they both contain the same keys, and their respective values are also equal. >>> assert_dict_equal({"foo": 5}, {"foo": 5}) ...
python
def assert_dict_equal( first, second, key_msg_fmt="{msg}", value_msg_fmt="{msg}" ): """Fail unless first dictionary equals second. The dictionaries are considered equal, if they both contain the same keys, and their respective values are also equal. >>> assert_dict_equal({"foo": 5}, {"foo": 5}) ...
['def', 'assert_dict_equal', '(', 'first', ',', 'second', ',', 'key_msg_fmt', '=', '"{msg}"', ',', 'value_msg_fmt', '=', '"{msg}"', ')', ':', 'first_keys', '=', 'set', '(', 'first', '.', 'keys', '(', ')', ')', 'second_keys', '=', 'set', '(', 'second', '.', 'keys', '(', ')', ')', 'missing_keys', '=', 'list', '(', 'first...
Fail unless first dictionary equals second. The dictionaries are considered equal, if they both contain the same keys, and their respective values are also equal. >>> assert_dict_equal({"foo": 5}, {"foo": 5}) >>> assert_dict_equal({"foo": 5}, {}) Traceback (most recent call last): ... ...
['Fail', 'unless', 'first', 'dictionary', 'equals', 'second', '.']
train
https://github.com/srittau/python-asserts/blob/1d5c797031c68ee27552d1c94e7f918c3d3d0453/asserts/__init__.py#L305-L380
4,142
gwastro/pycbc
pycbc/inference/io/base_hdf.py
BaseInferenceFile.read_samples
def read_samples(self, parameters, array_class=None, **kwargs): """Reads samples for the given parameter(s). The ``parameters`` can be the name of any dataset in ``samples_group``, a virtual field or method of ``FieldArray`` (as long as the file contains the necessary fields to derive t...
python
def read_samples(self, parameters, array_class=None, **kwargs): """Reads samples for the given parameter(s). The ``parameters`` can be the name of any dataset in ``samples_group``, a virtual field or method of ``FieldArray`` (as long as the file contains the necessary fields to derive t...
['def', 'read_samples', '(', 'self', ',', 'parameters', ',', 'array_class', '=', 'None', ',', '*', '*', 'kwargs', ')', ':', '# get the type of array class to use', 'if', 'array_class', 'is', 'None', ':', 'array_class', '=', 'FieldArray', '# get the names of fields needed for the given parameters', 'possible_fields', '=...
Reads samples for the given parameter(s). The ``parameters`` can be the name of any dataset in ``samples_group``, a virtual field or method of ``FieldArray`` (as long as the file contains the necessary fields to derive the virtual field or method), and/or any numpy function of these. ...
['Reads', 'samples', 'for', 'the', 'given', 'parameter', '(', 's', ')', '.']
train
https://github.com/gwastro/pycbc/blob/7a64cdd104d263f1b6ea0b01e6841837d05a4cb3/pycbc/inference/io/base_hdf.py#L141-L188
4,143
danielfrg/word2vec
word2vec/wordclusters.py
WordClusters.get_cluster
def get_cluster(self, word): """ Returns the cluster number for a word in the vocabulary """ idx = self.ix(word) return self.clusters[idx]
python
def get_cluster(self, word): """ Returns the cluster number for a word in the vocabulary """ idx = self.ix(word) return self.clusters[idx]
['def', 'get_cluster', '(', 'self', ',', 'word', ')', ':', 'idx', '=', 'self', '.', 'ix', '(', 'word', ')', 'return', 'self', '.', 'clusters', '[', 'idx', ']']
Returns the cluster number for a word in the vocabulary
['Returns', 'the', 'cluster', 'number', 'for', 'a', 'word', 'in', 'the', 'vocabulary']
train
https://github.com/danielfrg/word2vec/blob/762200acec2941a030abed69e946838af35eb2ae/word2vec/wordclusters.py#L23-L28
4,144
adrn/gala
gala/dynamics/core.py
PhaseSpacePosition.angular_momentum
def angular_momentum(self): r""" Compute the angular momentum for the phase-space positions contained in this object:: .. math:: \boldsymbol{{L}} = \boldsymbol{{q}} \times \boldsymbol{{p}} See :ref:`shape-conventions` for more information about the shapes of ...
python
def angular_momentum(self): r""" Compute the angular momentum for the phase-space positions contained in this object:: .. math:: \boldsymbol{{L}} = \boldsymbol{{q}} \times \boldsymbol{{p}} See :ref:`shape-conventions` for more information about the shapes of ...
['def', 'angular_momentum', '(', 'self', ')', ':', 'cart', '=', 'self', '.', 'represent_as', '(', 'coord', '.', 'CartesianRepresentation', ')', 'return', 'cart', '.', 'pos', '.', 'cross', '(', 'cart', '.', 'vel', ')', '.', 'xyz']
r""" Compute the angular momentum for the phase-space positions contained in this object:: .. math:: \boldsymbol{{L}} = \boldsymbol{{q}} \times \boldsymbol{{p}} See :ref:`shape-conventions` for more information about the shapes of input and output objects. ...
['r', 'Compute', 'the', 'angular', 'momentum', 'for', 'the', 'phase', '-', 'space', 'positions', 'contained', 'in', 'this', 'object', '::']
train
https://github.com/adrn/gala/blob/ea95575a0df1581bb4b0986aebd6eea8438ab7eb/gala/dynamics/core.py#L689-L718
4,145
projectatomic/atomic-reactor
docs/manpage/generate_manpage.py
ManPageFormatter.create_subcommand_synopsis
def create_subcommand_synopsis(self, parser): """ show usage with description for commands """ self.add_usage(parser.usage, parser._get_positional_actions(), None, prefix='') usage = self._format_usage(parser.usage, parser._get_positional_actions(), ...
python
def create_subcommand_synopsis(self, parser): """ show usage with description for commands """ self.add_usage(parser.usage, parser._get_positional_actions(), None, prefix='') usage = self._format_usage(parser.usage, parser._get_positional_actions(), ...
['def', 'create_subcommand_synopsis', '(', 'self', ',', 'parser', ')', ':', 'self', '.', 'add_usage', '(', 'parser', '.', 'usage', ',', 'parser', '.', '_get_positional_actions', '(', ')', ',', 'None', ',', 'prefix', '=', "''", ')', 'usage', '=', 'self', '.', '_format_usage', '(', 'parser', '.', 'usage', ',', 'parser', ...
show usage with description for commands
['show', 'usage', 'with', 'description', 'for', 'commands']
train
https://github.com/projectatomic/atomic-reactor/blob/fd31c01b964097210bf169960d051e5f04019a80/docs/manpage/generate_manpage.py#L89-L95
4,146
tanghaibao/jcvi
jcvi/formats/coords.py
blast
def blast(args): """ %prog blast <deltafile|coordsfile> Covert delta or coordsfile to BLAST tabular output. """ p = OptionParser(blast.__doc__) opts, args = p.parse_args(args) if len(args) != 1: sys.exit(not p.print_help()) deltafile, = args blastfile = deltafile.rsplit("....
python
def blast(args): """ %prog blast <deltafile|coordsfile> Covert delta or coordsfile to BLAST tabular output. """ p = OptionParser(blast.__doc__) opts, args = p.parse_args(args) if len(args) != 1: sys.exit(not p.print_help()) deltafile, = args blastfile = deltafile.rsplit("....
['def', 'blast', '(', 'args', ')', ':', 'p', '=', 'OptionParser', '(', 'blast', '.', '__doc__', ')', 'opts', ',', 'args', '=', 'p', '.', 'parse_args', '(', 'args', ')', 'if', 'len', '(', 'args', ')', '!=', '1', ':', 'sys', '.', 'exit', '(', 'not', 'p', '.', 'print_help', '(', ')', ')', 'deltafile', ',', '=', 'args', 'b...
%prog blast <deltafile|coordsfile> Covert delta or coordsfile to BLAST tabular output.
['%prog', 'blast', '<deltafile|coordsfile', '>']
train
https://github.com/tanghaibao/jcvi/blob/d2e31a77b6ade7f41f3b321febc2b4744d1cdeca/jcvi/formats/coords.py#L294-L313
4,147
spyder-ide/spyder
spyder/plugins/ipythonconsole/plugin.py
IPythonConsole.interpreter_versions
def interpreter_versions(self): """Python and IPython versions used by clients""" if CONF.get('main_interpreter', 'default'): from IPython.core import release versions = dict( python_version = sys.version.split("\n")[0].strip(), ipython_versi...
python
def interpreter_versions(self): """Python and IPython versions used by clients""" if CONF.get('main_interpreter', 'default'): from IPython.core import release versions = dict( python_version = sys.version.split("\n")[0].strip(), ipython_versi...
['def', 'interpreter_versions', '(', 'self', ')', ':', 'if', 'CONF', '.', 'get', '(', "'main_interpreter'", ',', "'default'", ')', ':', 'from', 'IPython', '.', 'core', 'import', 'release', 'versions', '=', 'dict', '(', 'python_version', '=', 'sys', '.', 'version', '.', 'split', '(', '"\\n"', ')', '[', '0', ']', '.', 's...
Python and IPython versions used by clients
['Python', 'and', 'IPython', 'versions', 'used', 'by', 'clients']
train
https://github.com/spyder-ide/spyder/blob/f76836ce1b924bcc4efd3f74f2960d26a4e528e0/spyder/plugins/ipythonconsole/plugin.py#L824-L852
4,148
JoeVirtual/KonFoo
konfoo/utils.py
d3flare_json
def d3flare_json(metadata, file=None, **options): """ Converts the *metadata* dictionary of a container or field into a ``flare.json`` formatted string or formatted stream written to the *file* The ``flare.json`` format is defined by the `d3.js <https://d3js.org/>`_ graphic library. The ``flare.js...
python
def d3flare_json(metadata, file=None, **options): """ Converts the *metadata* dictionary of a container or field into a ``flare.json`` formatted string or formatted stream written to the *file* The ``flare.json`` format is defined by the `d3.js <https://d3js.org/>`_ graphic library. The ``flare.js...
['def', 'd3flare_json', '(', 'metadata', ',', 'file', '=', 'None', ',', '*', '*', 'options', ')', ':', 'def', 'convert', '(', 'root', ')', ':', 'dct', '=', 'OrderedDict', '(', ')', 'item_type', '=', 'root', '.', 'get', '(', "'type'", ')', 'dct', '[', "'class'", ']', '=', 'root', '.', 'get', '(', "'class'", ')', 'dct', ...
Converts the *metadata* dictionary of a container or field into a ``flare.json`` formatted string or formatted stream written to the *file* The ``flare.json`` format is defined by the `d3.js <https://d3js.org/>`_ graphic library. The ``flare.json`` format looks like this: .. code-block:: JSON ...
['Converts', 'the', '*', 'metadata', '*', 'dictionary', 'of', 'a', 'container', 'or', 'field', 'into', 'a', 'flare', '.', 'json', 'formatted', 'string', 'or', 'formatted', 'stream', 'written', 'to', 'the', '*', 'file', '*']
train
https://github.com/JoeVirtual/KonFoo/blob/0c62ef5c2bed4deaf908b34082e4de2544532fdc/konfoo/utils.py#L168-L228
4,149
santoshphilip/eppy
eppy/geometry/height_surface.py
height
def height(poly): """height""" num = len(poly) hgt = 0.0 for i in range(num): hgt += (poly[i][2]) return hgt/num
python
def height(poly): """height""" num = len(poly) hgt = 0.0 for i in range(num): hgt += (poly[i][2]) return hgt/num
['def', 'height', '(', 'poly', ')', ':', 'num', '=', 'len', '(', 'poly', ')', 'hgt', '=', '0.0', 'for', 'i', 'in', 'range', '(', 'num', ')', ':', 'hgt', '+=', '(', 'poly', '[', 'i', ']', '[', '2', ']', ')', 'return', 'hgt', '/', 'num']
height
['height']
train
https://github.com/santoshphilip/eppy/blob/55410ff7c11722f35bc4331ff5e00a0b86f787e1/eppy/geometry/height_surface.py#L40-L46
4,150
RudolfCardinal/pythonlib
cardinal_pythonlib/exceptions.py
recover_info_from_exception
def recover_info_from_exception(err: Exception) -> Dict: """ Retrives the information added to an exception by :func:`add_info_to_exception`. """ if len(err.args) < 1: return {} info = err.args[-1] if not isinstance(info, dict): return {} return info
python
def recover_info_from_exception(err: Exception) -> Dict: """ Retrives the information added to an exception by :func:`add_info_to_exception`. """ if len(err.args) < 1: return {} info = err.args[-1] if not isinstance(info, dict): return {} return info
['def', 'recover_info_from_exception', '(', 'err', ':', 'Exception', ')', '->', 'Dict', ':', 'if', 'len', '(', 'err', '.', 'args', ')', '<', '1', ':', 'return', '{', '}', 'info', '=', 'err', '.', 'args', '[', '-', '1', ']', 'if', 'not', 'isinstance', '(', 'info', ',', 'dict', ')', ':', 'return', '{', '}', 'return', 'in...
Retrives the information added to an exception by :func:`add_info_to_exception`.
['Retrives', 'the', 'information', 'added', 'to', 'an', 'exception', 'by', ':', 'func', ':', 'add_info_to_exception', '.']
train
https://github.com/RudolfCardinal/pythonlib/blob/0b84cb35f38bd7d8723958dae51b480a829b7227/cardinal_pythonlib/exceptions.py#L58-L68
4,151
spulec/moto
moto/core/models.py
BaseBackend.url_paths
def url_paths(self): """ A dictionary of the paths of the urls to be mocked with this service and the handlers that should be called in their place """ unformatted_paths = self._url_module.url_paths paths = {} for unformatted_path, handler in unformatted_paths.it...
python
def url_paths(self): """ A dictionary of the paths of the urls to be mocked with this service and the handlers that should be called in their place """ unformatted_paths = self._url_module.url_paths paths = {} for unformatted_path, handler in unformatted_paths.it...
['def', 'url_paths', '(', 'self', ')', ':', 'unformatted_paths', '=', 'self', '.', '_url_module', '.', 'url_paths', 'paths', '=', '{', '}', 'for', 'unformatted_path', ',', 'handler', 'in', 'unformatted_paths', '.', 'items', '(', ')', ':', 'path', '=', 'unformatted_path', '.', 'format', '(', '""', ')', 'paths', '[', 'pa...
A dictionary of the paths of the urls to be mocked with this service and the handlers that should be called in their place
['A', 'dictionary', 'of', 'the', 'paths', 'of', 'the', 'urls', 'to', 'be', 'mocked', 'with', 'this', 'service', 'and', 'the', 'handlers', 'that', 'should', 'be', 'called', 'in', 'their', 'place']
train
https://github.com/spulec/moto/blob/4a286c4bc288933bb023396e2784a6fdbb966bc9/moto/core/models.py#L501-L513
4,152
eventbrite/pysoa
pysoa/common/transport/local.py
LocalClientTransport.send_request_message
def send_request_message(self, request_id, meta, body, _=None): """ Receives a request from the client and handles and dispatches in in-thread. `message_expiry_in_seconds` is not supported. Messages do not expire, as the server handles the request immediately in the same thread before th...
python
def send_request_message(self, request_id, meta, body, _=None): """ Receives a request from the client and handles and dispatches in in-thread. `message_expiry_in_seconds` is not supported. Messages do not expire, as the server handles the request immediately in the same thread before th...
['def', 'send_request_message', '(', 'self', ',', 'request_id', ',', 'meta', ',', 'body', ',', '_', '=', 'None', ')', ':', 'self', '.', '_current_request', '=', '(', 'request_id', ',', 'meta', ',', 'body', ')', 'try', ':', 'self', '.', 'server', '.', 'handle_next_request', '(', ')', 'finally', ':', 'self', '.', '_curre...
Receives a request from the client and handles and dispatches in in-thread. `message_expiry_in_seconds` is not supported. Messages do not expire, as the server handles the request immediately in the same thread before this method returns. This method blocks until the server has completed handling the re...
['Receives', 'a', 'request', 'from', 'the', 'client', 'and', 'handles', 'and', 'dispatches', 'in', 'in', '-', 'thread', '.', 'message_expiry_in_seconds', 'is', 'not', 'supported', '.', 'Messages', 'do', 'not', 'expire', 'as', 'the', 'server', 'handles', 'the', 'request', 'immediately', 'in', 'the', 'same', 'thread', 'b...
train
https://github.com/eventbrite/pysoa/blob/9c052cae2397d13de3df8ae2c790846a70b53f18/pysoa/common/transport/local.py#L78-L88
4,153
monarch-initiative/dipper
dipper/models/Genotype.py
Genotype.addPartsToVSLC
def addPartsToVSLC( self, vslc_id, allele1_id, allele2_id, zygosity_id=None, allele1_rel=None, allele2_rel=None): """ Here we add the parts to the VSLC. While traditionally alleles (reference or variant loci) are traditionally added, you can add any node (such as...
python
def addPartsToVSLC( self, vslc_id, allele1_id, allele2_id, zygosity_id=None, allele1_rel=None, allele2_rel=None): """ Here we add the parts to the VSLC. While traditionally alleles (reference or variant loci) are traditionally added, you can add any node (such as...
['def', 'addPartsToVSLC', '(', 'self', ',', 'vslc_id', ',', 'allele1_id', ',', 'allele2_id', ',', 'zygosity_id', '=', 'None', ',', 'allele1_rel', '=', 'None', ',', 'allele2_rel', '=', 'None', ')', ':', '# vslc has parts allele1/allele2', 'if', 'allele1_id', 'is', 'not', 'None', ':', 'self', '.', 'addParts', '(', 'allel...
Here we add the parts to the VSLC. While traditionally alleles (reference or variant loci) are traditionally added, you can add any node (such as sequence_alterations for unlocated variations) to a vslc if they are known to be paired. However, if a sequence_alteration's loci is unknown...
['Here', 'we', 'add', 'the', 'parts', 'to', 'the', 'VSLC', '.', 'While', 'traditionally', 'alleles', '(', 'reference', 'or', 'variant', 'loci', ')', 'are', 'traditionally', 'added', 'you', 'can', 'add', 'any', 'node', '(', 'such', 'as', 'sequence_alterations', 'for', 'unlocated', 'variations', ')', 'to', 'a', 'vslc', '...
train
https://github.com/monarch-initiative/dipper/blob/24cc80db355bbe15776edc5c7b41e0886959ba41/dipper/models/Genotype.py#L205-L241
4,154
apache/spark
python/pyspark/sql/dataframe.py
_to_corrected_pandas_type
def _to_corrected_pandas_type(dt): """ When converting Spark SQL records to Pandas DataFrame, the inferred data type may be wrong. This method gets the corrected data type for Pandas if that type may be inferred uncorrectly. """ import numpy as np if type(dt) == ByteType: return np.int8 ...
python
def _to_corrected_pandas_type(dt): """ When converting Spark SQL records to Pandas DataFrame, the inferred data type may be wrong. This method gets the corrected data type for Pandas if that type may be inferred uncorrectly. """ import numpy as np if type(dt) == ByteType: return np.int8 ...
['def', '_to_corrected_pandas_type', '(', 'dt', ')', ':', 'import', 'numpy', 'as', 'np', 'if', 'type', '(', 'dt', ')', '==', 'ByteType', ':', 'return', 'np', '.', 'int8', 'elif', 'type', '(', 'dt', ')', '==', 'ShortType', ':', 'return', 'np', '.', 'int16', 'elif', 'type', '(', 'dt', ')', '==', 'IntegerType', ':', 'retu...
When converting Spark SQL records to Pandas DataFrame, the inferred data type may be wrong. This method gets the corrected data type for Pandas if that type may be inferred uncorrectly.
['When', 'converting', 'Spark', 'SQL', 'records', 'to', 'Pandas', 'DataFrame', 'the', 'inferred', 'data', 'type', 'may', 'be', 'wrong', '.', 'This', 'method', 'gets', 'the', 'corrected', 'data', 'type', 'for', 'Pandas', 'if', 'that', 'type', 'may', 'be', 'inferred', 'uncorrectly', '.']
train
https://github.com/apache/spark/blob/618d6bff71073c8c93501ab7392c3cc579730f0b/python/pyspark/sql/dataframe.py#L2239-L2254
4,155
newville/asteval
asteval/asteval.py
Interpreter.on_return
def on_return(self, node): # ('value',) """Return statement: look for None, return special sentinal.""" self.retval = self.run(node.value) if self.retval is None: self.retval = ReturnedNone return
python
def on_return(self, node): # ('value',) """Return statement: look for None, return special sentinal.""" self.retval = self.run(node.value) if self.retval is None: self.retval = ReturnedNone return
['def', 'on_return', '(', 'self', ',', 'node', ')', ':', "# ('value',)", 'self', '.', 'retval', '=', 'self', '.', 'run', '(', 'node', '.', 'value', ')', 'if', 'self', '.', 'retval', 'is', 'None', ':', 'self', '.', 'retval', '=', 'ReturnedNone', 'return']
Return statement: look for None, return special sentinal.
['Return', 'statement', ':', 'look', 'for', 'None', 'return', 'special', 'sentinal', '.']
train
https://github.com/newville/asteval/blob/bb7d3a95079f96ead75ea55662014bbcc82f9b28/asteval/asteval.py#L367-L372
4,156
ewels/MultiQC
multiqc/modules/qualimap/QM_BamQC.py
parse_coverage
def parse_coverage(self, f): """ Parse the contents of the Qualimap BamQC Coverage Histogram file """ # Get the sample name from the parent parent directory # Typical path: <sample name>/raw_data_qualimapReport/coverage_histogram.txt s_name = self.get_s_name(f) d = dict() for l in f['f']: ...
python
def parse_coverage(self, f): """ Parse the contents of the Qualimap BamQC Coverage Histogram file """ # Get the sample name from the parent parent directory # Typical path: <sample name>/raw_data_qualimapReport/coverage_histogram.txt s_name = self.get_s_name(f) d = dict() for l in f['f']: ...
['def', 'parse_coverage', '(', 'self', ',', 'f', ')', ':', '# Get the sample name from the parent parent directory', '# Typical path: <sample name>/raw_data_qualimapReport/coverage_histogram.txt', 's_name', '=', 'self', '.', 'get_s_name', '(', 'f', ')', 'd', '=', 'dict', '(', ')', 'for', 'l', 'in', 'f', '[', "'f'", ']'...
Parse the contents of the Qualimap BamQC Coverage Histogram file
['Parse', 'the', 'contents', 'of', 'the', 'Qualimap', 'BamQC', 'Coverage', 'Histogram', 'file']
train
https://github.com/ewels/MultiQC/blob/2037d6322b2554146a74efbf869156ad20d4c4ec/multiqc/modules/qualimap/QM_BamQC.py#L122-L156
4,157
apache/spark
python/pyspark/rdd.py
RDD.mapPartitions
def mapPartitions(self, f, preservesPartitioning=False): """ Return a new RDD by applying a function to each partition of this RDD. >>> rdd = sc.parallelize([1, 2, 3, 4], 2) >>> def f(iterator): yield sum(iterator) >>> rdd.mapPartitions(f).collect() [3, 7] """ ...
python
def mapPartitions(self, f, preservesPartitioning=False): """ Return a new RDD by applying a function to each partition of this RDD. >>> rdd = sc.parallelize([1, 2, 3, 4], 2) >>> def f(iterator): yield sum(iterator) >>> rdd.mapPartitions(f).collect() [3, 7] """ ...
['def', 'mapPartitions', '(', 'self', ',', 'f', ',', 'preservesPartitioning', '=', 'False', ')', ':', 'def', 'func', '(', 's', ',', 'iterator', ')', ':', 'return', 'f', '(', 'iterator', ')', 'return', 'self', '.', 'mapPartitionsWithIndex', '(', 'func', ',', 'preservesPartitioning', ')']
Return a new RDD by applying a function to each partition of this RDD. >>> rdd = sc.parallelize([1, 2, 3, 4], 2) >>> def f(iterator): yield sum(iterator) >>> rdd.mapPartitions(f).collect() [3, 7]
['Return', 'a', 'new', 'RDD', 'by', 'applying', 'a', 'function', 'to', 'each', 'partition', 'of', 'this', 'RDD', '.']
train
https://github.com/apache/spark/blob/618d6bff71073c8c93501ab7392c3cc579730f0b/python/pyspark/rdd.py#L344-L355
4,158
langloisjp/pysvclog
servicelog.py
UDPLogger.send
def send(self, jsonstr): """ Send jsonstr to the UDP collector >>> logger = UDPLogger() >>> logger.send('{"key": "value"}') """ udp_sock = socket(AF_INET, SOCK_DGRAM) udp_sock.sendto(jsonstr.encode('utf-8'), self.addr)
python
def send(self, jsonstr): """ Send jsonstr to the UDP collector >>> logger = UDPLogger() >>> logger.send('{"key": "value"}') """ udp_sock = socket(AF_INET, SOCK_DGRAM) udp_sock.sendto(jsonstr.encode('utf-8'), self.addr)
['def', 'send', '(', 'self', ',', 'jsonstr', ')', ':', 'udp_sock', '=', 'socket', '(', 'AF_INET', ',', 'SOCK_DGRAM', ')', 'udp_sock', '.', 'sendto', '(', 'jsonstr', '.', 'encode', '(', "'utf-8'", ')', ',', 'self', '.', 'addr', ')']
Send jsonstr to the UDP collector >>> logger = UDPLogger() >>> logger.send('{"key": "value"}')
['Send', 'jsonstr', 'to', 'the', 'UDP', 'collector']
train
https://github.com/langloisjp/pysvclog/blob/ab429bb12e13dca63ffce082e633d8879b6e3854/servicelog.py#L66-L74
4,159
fabaff/python-glances-api
glances_api/__init__.py
Glances.get_data
async def get_data(self): """Retrieve the data.""" url = '{}/{}'.format(self.url, 'all') try: with async_timeout.timeout(5, loop=self._loop): if self.password is None: response = await self._session.get(url) else: ...
python
async def get_data(self): """Retrieve the data.""" url = '{}/{}'.format(self.url, 'all') try: with async_timeout.timeout(5, loop=self._loop): if self.password is None: response = await self._session.get(url) else: ...
['async', 'def', 'get_data', '(', 'self', ')', ':', 'url', '=', "'{}/{}'", '.', 'format', '(', 'self', '.', 'url', ',', "'all'", ')', 'try', ':', 'with', 'async_timeout', '.', 'timeout', '(', '5', ',', 'loop', '=', 'self', '.', '_loop', ')', ':', 'if', 'self', '.', 'password', 'is', 'None', ':', 'response', '=', 'await...
Retrieve the data.
['Retrieve', 'the', 'data', '.']
train
https://github.com/fabaff/python-glances-api/blob/7ed8a688617d0d0b1c8d5b107559fc4afcdbaaac/glances_api/__init__.py#L31-L50
4,160
ramses-tech/ramses
ramses/utils.py
get_route_name
def get_route_name(resource_uri): """ Get route name from RAML resource URI. :param resource_uri: String representing RAML resource URI. :returns string: String with route name, which is :resource_uri: stripped of non-word characters. """ resource_uri = resource_uri.strip('/') resource_...
python
def get_route_name(resource_uri): """ Get route name from RAML resource URI. :param resource_uri: String representing RAML resource URI. :returns string: String with route name, which is :resource_uri: stripped of non-word characters. """ resource_uri = resource_uri.strip('/') resource_...
['def', 'get_route_name', '(', 'resource_uri', ')', ':', 'resource_uri', '=', 'resource_uri', '.', 'strip', '(', "'/'", ')', 'resource_uri', '=', 're', '.', 'sub', '(', "'\\W'", ',', "''", ',', 'resource_uri', ')', 'return', 'resource_uri']
Get route name from RAML resource URI. :param resource_uri: String representing RAML resource URI. :returns string: String with route name, which is :resource_uri: stripped of non-word characters.
['Get', 'route', 'name', 'from', 'RAML', 'resource', 'URI', '.']
train
https://github.com/ramses-tech/ramses/blob/ea2e1e896325b7256cdf5902309e05fd98e0c14c/ramses/utils.py#L345-L354
4,161
vimalloc/flask-jwt-simple
flask_jwt_simple/jwt_manager.py
JWTManager._set_default_configuration_options
def _set_default_configuration_options(app): """ Sets the default configuration options used by this extension """ # Options for JWTs when the TOKEN_LOCATION is headers app.config.setdefault('JWT_HEADER_NAME', 'Authorization') app.config.setdefault('JWT_HEADER_TYPE', 'Bea...
python
def _set_default_configuration_options(app): """ Sets the default configuration options used by this extension """ # Options for JWTs when the TOKEN_LOCATION is headers app.config.setdefault('JWT_HEADER_NAME', 'Authorization') app.config.setdefault('JWT_HEADER_TYPE', 'Bea...
['def', '_set_default_configuration_options', '(', 'app', ')', ':', '# Options for JWTs when the TOKEN_LOCATION is headers', 'app', '.', 'config', '.', 'setdefault', '(', "'JWT_HEADER_NAME'", ',', "'Authorization'", ')', 'app', '.', 'config', '.', 'setdefault', '(', "'JWT_HEADER_TYPE'", ',', "'Bearer'", ')', "# How lon...
Sets the default configuration options used by this extension
['Sets', 'the', 'default', 'configuration', 'options', 'used', 'by', 'this', 'extension']
train
https://github.com/vimalloc/flask-jwt-simple/blob/ed930340cfcff5a6ddc49248d4682e87204dd3be/flask_jwt_simple/jwt_manager.py#L80-L109
4,162
datalib/libextract
libextract/core.py
parse_html
def parse_html(fileobj, encoding): """ Given a file object *fileobj*, get an ElementTree instance. The *encoding* is assumed to be utf8. """ parser = HTMLParser(encoding=encoding, remove_blank_text=True) return parse(fileobj, parser)
python
def parse_html(fileobj, encoding): """ Given a file object *fileobj*, get an ElementTree instance. The *encoding* is assumed to be utf8. """ parser = HTMLParser(encoding=encoding, remove_blank_text=True) return parse(fileobj, parser)
['def', 'parse_html', '(', 'fileobj', ',', 'encoding', ')', ':', 'parser', '=', 'HTMLParser', '(', 'encoding', '=', 'encoding', ',', 'remove_blank_text', '=', 'True', ')', 'return', 'parse', '(', 'fileobj', ',', 'parser', ')']
Given a file object *fileobj*, get an ElementTree instance. The *encoding* is assumed to be utf8.
['Given', 'a', 'file', 'object', '*', 'fileobj', '*', 'get', 'an', 'ElementTree', 'instance', '.', 'The', '*', 'encoding', '*', 'is', 'assumed', 'to', 'be', 'utf8', '.']
train
https://github.com/datalib/libextract/blob/9cf9d55c7f8cd622eab0a50f009385f0a39b1200/libextract/core.py#L20-L26
4,163
econ-ark/HARK
HARK/ConsumptionSaving/ConsIndShockModel.py
ConsIndShockSolver.solve
def solve(self): ''' Solves the single period consumption-saving problem using the method of endogenous gridpoints. Solution includes a consumption function cFunc (using cubic or linear splines), a marginal value function vPfunc, a min- imum acceptable level of normalized market...
python
def solve(self): ''' Solves the single period consumption-saving problem using the method of endogenous gridpoints. Solution includes a consumption function cFunc (using cubic or linear splines), a marginal value function vPfunc, a min- imum acceptable level of normalized market...
['def', 'solve', '(', 'self', ')', ':', '# Make arrays of end-of-period assets and end-of-period marginal value', 'aNrm', '=', 'self', '.', 'prepareToCalcEndOfPrdvP', '(', ')', 'EndOfPrdvP', '=', 'self', '.', 'calcEndOfPrdvP', '(', ')', '# Construct a basic solution for this period', 'if', 'self', '.', 'CubicBool', ':'...
Solves the single period consumption-saving problem using the method of endogenous gridpoints. Solution includes a consumption function cFunc (using cubic or linear splines), a marginal value function vPfunc, a min- imum acceptable level of normalized market resources mNrmMin, normalized ...
['Solves', 'the', 'single', 'period', 'consumption', '-', 'saving', 'problem', 'using', 'the', 'method', 'of', 'endogenous', 'gridpoints', '.', 'Solution', 'includes', 'a', 'consumption', 'function', 'cFunc', '(', 'using', 'cubic', 'or', 'linear', 'splines', ')', 'a', 'marginal', 'value', 'function', 'vPfunc', 'a', 'mi...
train
https://github.com/econ-ark/HARK/blob/3d184153a189e618a87c9540df1cd12044039cc5/HARK/ConsumptionSaving/ConsIndShockModel.py#L1144-L1180
4,164
gwww/elkm1
elkm1_lib/elements.py
Elements.get_descriptions
def get_descriptions(self, description_type): """ Gets the descriptions for specified type. When complete the callback is called with a list of descriptions """ (desc_type, max_units) = description_type results = [None] * max_units self.elk._descriptions_in_progre...
python
def get_descriptions(self, description_type): """ Gets the descriptions for specified type. When complete the callback is called with a list of descriptions """ (desc_type, max_units) = description_type results = [None] * max_units self.elk._descriptions_in_progre...
['def', 'get_descriptions', '(', 'self', ',', 'description_type', ')', ':', '(', 'desc_type', ',', 'max_units', ')', '=', 'description_type', 'results', '=', '[', 'None', ']', '*', 'max_units', 'self', '.', 'elk', '.', '_descriptions_in_progress', '[', 'desc_type', ']', '=', '(', 'max_units', ',', 'results', ',', 'self...
Gets the descriptions for specified type. When complete the callback is called with a list of descriptions
['Gets', 'the', 'descriptions', 'for', 'specified', 'type', '.', 'When', 'complete', 'the', 'callback', 'is', 'called', 'with', 'a', 'list', 'of', 'descriptions']
train
https://github.com/gwww/elkm1/blob/078d0de30840c3fab46f1f8534d98df557931e91/elkm1_lib/elements.py#L90-L100
4,165
CivicSpleen/ambry
ambry/orm/partition.py
Partition.analysis
def analysis(self): """Return an AnalysisPartition proxy, which wraps this partition to provide acess to dataframes, shapely shapes and other analysis services""" if isinstance(self, PartitionProxy): return AnalysisPartition(self._obj) else: return AnalysisPartiti...
python
def analysis(self): """Return an AnalysisPartition proxy, which wraps this partition to provide acess to dataframes, shapely shapes and other analysis services""" if isinstance(self, PartitionProxy): return AnalysisPartition(self._obj) else: return AnalysisPartiti...
['def', 'analysis', '(', 'self', ')', ':', 'if', 'isinstance', '(', 'self', ',', 'PartitionProxy', ')', ':', 'return', 'AnalysisPartition', '(', 'self', '.', '_obj', ')', 'else', ':', 'return', 'AnalysisPartition', '(', 'self', ')']
Return an AnalysisPartition proxy, which wraps this partition to provide acess to dataframes, shapely shapes and other analysis services
['Return', 'an', 'AnalysisPartition', 'proxy', 'which', 'wraps', 'this', 'partition', 'to', 'provide', 'acess', 'to', 'dataframes', 'shapely', 'shapes', 'and', 'other', 'analysis', 'services']
train
https://github.com/CivicSpleen/ambry/blob/d7f2be4bf1f7ffd086f3fadd4fcae60c32473e42/ambry/orm/partition.py#L790-L796
4,166
aloetesting/aloe_django
aloe_django/__init__.py
django_url
def django_url(step, url=None): """ The URL for a page from the test server. :param step: A Gherkin step :param url: If specified, the relative URL to append. """ base_url = step.test.live_server_url if url: return urljoin(base_url, url) else: return base_url
python
def django_url(step, url=None): """ The URL for a page from the test server. :param step: A Gherkin step :param url: If specified, the relative URL to append. """ base_url = step.test.live_server_url if url: return urljoin(base_url, url) else: return base_url
['def', 'django_url', '(', 'step', ',', 'url', '=', 'None', ')', ':', 'base_url', '=', 'step', '.', 'test', '.', 'live_server_url', 'if', 'url', ':', 'return', 'urljoin', '(', 'base_url', ',', 'url', ')', 'else', ':', 'return', 'base_url']
The URL for a page from the test server. :param step: A Gherkin step :param url: If specified, the relative URL to append.
['The', 'URL', 'for', 'a', 'page', 'from', 'the', 'test', 'server', '.']
train
https://github.com/aloetesting/aloe_django/blob/672eac97c97644bfe334e70696a6dc5ddf4ced02/aloe_django/__init__.py#L38-L51
4,167
econ-ark/HARK
HARK/utilities.py
combineIndepDstns
def combineIndepDstns(*distributions): ''' Given n lists (or tuples) whose elements represent n independent, discrete probability spaces (probabilities and values), construct a joint pmf over all combinations of these independent points. Can take multivariate discrete distributions as inputs. ...
python
def combineIndepDstns(*distributions): ''' Given n lists (or tuples) whose elements represent n independent, discrete probability spaces (probabilities and values), construct a joint pmf over all combinations of these independent points. Can take multivariate discrete distributions as inputs. ...
['def', 'combineIndepDstns', '(', '*', 'distributions', ')', ':', '# Very quick and incomplete parameter check:', 'for', 'dist', 'in', 'distributions', ':', 'assert', 'len', '(', 'dist', '[', '0', ']', ')', '==', 'len', '(', 'dist', '[', '-', '1', ']', ')', ',', '"len(dist[0]) != len(dist[-1])"', '# Get information on ...
Given n lists (or tuples) whose elements represent n independent, discrete probability spaces (probabilities and values), construct a joint pmf over all combinations of these independent points. Can take multivariate discrete distributions as inputs. Parameters ---------- distributions : [np.a...
['Given', 'n', 'lists', '(', 'or', 'tuples', ')', 'whose', 'elements', 'represent', 'n', 'independent', 'discrete', 'probability', 'spaces', '(', 'probabilities', 'and', 'values', ')', 'construct', 'a', 'joint', 'pmf', 'over', 'all', 'combinations', 'of', 'these', 'independent', 'points', '.', 'Can', 'take', 'multivari...
train
https://github.com/econ-ark/HARK/blob/3d184153a189e618a87c9540df1cd12044039cc5/HARK/utilities.py#L832-L907
4,168
CiscoUcs/UcsPythonSDK
src/UcsSdk/UcsHandle_Edit.py
UcsHandle.SendUcsFirmware
def SendUcsFirmware(self, path=None, dumpXml=False): """ Uploads a specific CCO Image on UCS. - path specifies the path of the image to be uploaded. """ from UcsBase import WriteUcsWarning, UcsUtils, ManagedObject, WriteObject, UcsUtils, UcsValidationException, \ UcsException from Ucs import ConfigCon...
python
def SendUcsFirmware(self, path=None, dumpXml=False): """ Uploads a specific CCO Image on UCS. - path specifies the path of the image to be uploaded. """ from UcsBase import WriteUcsWarning, UcsUtils, ManagedObject, WriteObject, UcsUtils, UcsValidationException, \ UcsException from Ucs import ConfigCon...
['def', 'SendUcsFirmware', '(', 'self', ',', 'path', '=', 'None', ',', 'dumpXml', '=', 'False', ')', ':', 'from', 'UcsBase', 'import', 'WriteUcsWarning', ',', 'UcsUtils', ',', 'ManagedObject', ',', 'WriteObject', ',', 'UcsUtils', ',', 'UcsValidationException', ',', 'UcsException', 'from', 'Ucs', 'import', 'ConfigConfig...
Uploads a specific CCO Image on UCS. - path specifies the path of the image to be uploaded.
['Uploads', 'a', 'specific', 'CCO', 'Image', 'on', 'UCS', '.', '-', 'path', 'specifies', 'the', 'path', 'of', 'the', 'image', 'to', 'be', 'uploaded', '.']
train
https://github.com/CiscoUcs/UcsPythonSDK/blob/bf6b07d6abeacb922c92b198352eda4eb9e4629b/src/UcsSdk/UcsHandle_Edit.py#L1303-L1375
4,169
rpkilby/SurveyGizmo
surveygizmo/api/base.py
Resource.page
def page(self, value): """ Set the page which will be returned. :param value: 'page' parameter value for the rest api call :type value: str Take a look at https://apihelp.surveygizmo.com/help/surveyresponse-sub-object """ instance = copy(self) ins...
python
def page(self, value): """ Set the page which will be returned. :param value: 'page' parameter value for the rest api call :type value: str Take a look at https://apihelp.surveygizmo.com/help/surveyresponse-sub-object """ instance = copy(self) ins...
['def', 'page', '(', 'self', ',', 'value', ')', ':', 'instance', '=', 'copy', '(', 'self', ')', 'instance', '.', '_filters', '.', 'append', '(', '{', "'page'", ':', 'value', '}', ')', 'return', 'instance']
Set the page which will be returned. :param value: 'page' parameter value for the rest api call :type value: str Take a look at https://apihelp.surveygizmo.com/help/surveyresponse-sub-object
['Set', 'the', 'page', 'which', 'will', 'be', 'returned', '.', ':', 'param', 'value', ':', 'page', 'parameter', 'value', 'for', 'the', 'rest', 'api', 'call', ':', 'type', 'value', ':', 'str']
train
https://github.com/rpkilby/SurveyGizmo/blob/a097091dc7dcfb58f70242fb1becabc98df049a5/surveygizmo/api/base.py#L86-L100
4,170
edibledinos/pwnypack
pwnypack/shellcode/base.py
BaseEnvironment.reg_add
def reg_add(self, reg, value): """ Add a value to a register. The value can be another :class:`Register`, an :class:`Offset`, a :class:`Buffer`, an integer or ``None``. Arguments: reg(pwnypack.shellcode.types.Register): The register to add the value to. ...
python
def reg_add(self, reg, value): """ Add a value to a register. The value can be another :class:`Register`, an :class:`Offset`, a :class:`Buffer`, an integer or ``None``. Arguments: reg(pwnypack.shellcode.types.Register): The register to add the value to. ...
['def', 'reg_add', '(', 'self', ',', 'reg', ',', 'value', ')', ':', 'if', 'value', 'is', 'None', ':', 'return', '[', ']', 'elif', 'isinstance', '(', 'value', ',', 'Register', ')', ':', 'return', 'self', '.', 'reg_add_reg', '(', 'reg', ',', 'value', ')', 'elif', 'isinstance', '(', 'value', ',', '(', 'Buffer', ',', 'six'...
Add a value to a register. The value can be another :class:`Register`, an :class:`Offset`, a :class:`Buffer`, an integer or ``None``. Arguments: reg(pwnypack.shellcode.types.Register): The register to add the value to. value: The value to add to the register. ...
['Add', 'a', 'value', 'to', 'a', 'register', '.', 'The', 'value', 'can', 'be', 'another', ':', 'class', ':', 'Register', 'an', ':', 'class', ':', 'Offset', 'a', ':', 'class', ':', 'Buffer', 'an', 'integer', 'or', 'None', '.']
train
https://github.com/edibledinos/pwnypack/blob/e0a5a8e6ef3f4f1f7e1b91ee379711f4a49cb0e6/pwnypack/shellcode/base.py#L228-L267
4,171
PyGithub/PyGithub
github/Label.py
Label.edit
def edit(self, name, color, description=github.GithubObject.NotSet): """ :calls: `PATCH /repos/:owner/:repo/labels/:name <http://developer.github.com/v3/issues/labels>`_ :param name: string :param color: string :param description: string :rtype: None """ a...
python
def edit(self, name, color, description=github.GithubObject.NotSet): """ :calls: `PATCH /repos/:owner/:repo/labels/:name <http://developer.github.com/v3/issues/labels>`_ :param name: string :param color: string :param description: string :rtype: None """ a...
['def', 'edit', '(', 'self', ',', 'name', ',', 'color', ',', 'description', '=', 'github', '.', 'GithubObject', '.', 'NotSet', ')', ':', 'assert', 'isinstance', '(', 'name', ',', '(', 'str', ',', 'unicode', ')', ')', ',', 'name', 'assert', 'isinstance', '(', 'color', ',', '(', 'str', ',', 'unicode', ')', ')', ',', 'col...
:calls: `PATCH /repos/:owner/:repo/labels/:name <http://developer.github.com/v3/issues/labels>`_ :param name: string :param color: string :param description: string :rtype: None
[':', 'calls', ':', 'PATCH', '/', 'repos', '/', ':', 'owner', '/', ':', 'repo', '/', 'labels', '/', ':', 'name', '<http', ':', '//', 'developer', '.', 'github', '.', 'com', '/', 'v3', '/', 'issues', '/', 'labels', '>', '_', ':', 'param', 'name', ':', 'string', ':', 'param', 'color', ':', 'string', ':', 'param', 'descri...
train
https://github.com/PyGithub/PyGithub/blob/f716df86bbe7dc276c6596699fa9712b61ef974c/github/Label.py#L91-L114
4,172
cbclab/MOT
mot/mcmc_diagnostics.py
minimum_multivariate_ess
def minimum_multivariate_ess(nmr_params, alpha=0.05, epsilon=0.05): r"""Calculate the minimum multivariate Effective Sample Size you will need to obtain the desired precision. This implements the inequality from Vats et al. (2016): .. math:: \widehat{ESS} \geq \frac{2^{2/p}\pi}{(p\Gamma(p/2))^{2/...
python
def minimum_multivariate_ess(nmr_params, alpha=0.05, epsilon=0.05): r"""Calculate the minimum multivariate Effective Sample Size you will need to obtain the desired precision. This implements the inequality from Vats et al. (2016): .. math:: \widehat{ESS} \geq \frac{2^{2/p}\pi}{(p\Gamma(p/2))^{2/...
['def', 'minimum_multivariate_ess', '(', 'nmr_params', ',', 'alpha', '=', '0.05', ',', 'epsilon', '=', '0.05', ')', ':', 'tmp', '=', '2.0', '/', 'nmr_params', 'log_min_ess', '=', 'tmp', '*', 'np', '.', 'log', '(', '2', ')', '+', 'np', '.', 'log', '(', 'np', '.', 'pi', ')', '-', 'tmp', '*', '(', 'np', '.', 'log', '(', '...
r"""Calculate the minimum multivariate Effective Sample Size you will need to obtain the desired precision. This implements the inequality from Vats et al. (2016): .. math:: \widehat{ESS} \geq \frac{2^{2/p}\pi}{(p\Gamma(p/2))^{2/p}} \frac{\chi^{2}_{1-\alpha,p}}{\epsilon^{2}} Where :math:`p` is t...
['r', 'Calculate', 'the', 'minimum', 'multivariate', 'Effective', 'Sample', 'Size', 'you', 'will', 'need', 'to', 'obtain', 'the', 'desired', 'precision', '.']
train
https://github.com/cbclab/MOT/blob/fb3243b65025705842e82704705c00902f9a35af/mot/mcmc_diagnostics.py#L258-L288
4,173
latchset/custodia
src/custodia/log.py
getLogger
def getLogger(name): """Create logger with custom exception() method """ def exception(self, msg, *args, **kwargs): extra = kwargs.setdefault('extra', {}) extra['exc_fullstack'] = self.isEnabledFor(logging.DEBUG) kwargs['exc_info'] = True self.log(logging.ERROR, msg, *args, *...
python
def getLogger(name): """Create logger with custom exception() method """ def exception(self, msg, *args, **kwargs): extra = kwargs.setdefault('extra', {}) extra['exc_fullstack'] = self.isEnabledFor(logging.DEBUG) kwargs['exc_info'] = True self.log(logging.ERROR, msg, *args, *...
['def', 'getLogger', '(', 'name', ')', ':', 'def', 'exception', '(', 'self', ',', 'msg', ',', '*', 'args', ',', '*', '*', 'kwargs', ')', ':', 'extra', '=', 'kwargs', '.', 'setdefault', '(', "'extra'", ',', '{', '}', ')', 'extra', '[', "'exc_fullstack'", ']', '=', 'self', '.', 'isEnabledFor', '(', 'logging', '.', 'DEBUG...
Create logger with custom exception() method
['Create', 'logger', 'with', 'custom', 'exception', '()', 'method']
train
https://github.com/latchset/custodia/blob/5ad4cd7a2f40babc6b8b5d16215b7e27ca993b6d/src/custodia/log.py#L68-L79
4,174
timothydmorton/VESPA
vespa/stars/utils.py
semimajor
def semimajor(P,mstar=1): """Returns semimajor axis in AU given P in days, mstar in solar masses. """ return ((P*DAY/2/np.pi)**2*G*mstar*MSUN)**(1./3)/AU
python
def semimajor(P,mstar=1): """Returns semimajor axis in AU given P in days, mstar in solar masses. """ return ((P*DAY/2/np.pi)**2*G*mstar*MSUN)**(1./3)/AU
['def', 'semimajor', '(', 'P', ',', 'mstar', '=', '1', ')', ':', 'return', '(', '(', 'P', '*', 'DAY', '/', '2', '/', 'np', '.', 'pi', ')', '**', '2', '*', 'G', '*', 'mstar', '*', 'MSUN', ')', '**', '(', '1.', '/', '3', ')', '/', 'AU']
Returns semimajor axis in AU given P in days, mstar in solar masses.
['Returns', 'semimajor', 'axis', 'in', 'AU', 'given', 'P', 'in', 'days', 'mstar', 'in', 'solar', 'masses', '.']
train
https://github.com/timothydmorton/VESPA/blob/0446b54d48009f3655cfd1a3957ceea21d3adcaa/vespa/stars/utils.py#L159-L162
4,175
orbingol/NURBS-Python
geomdl/voxelize.py
save_voxel_grid
def save_voxel_grid(voxel_grid, file_name): """ Saves binary voxel grid as a binary file. The binary file is structured in little-endian unsigned int format. :param voxel_grid: binary voxel grid :type voxel_grid: list, tuple :param file_name: file name to save :type file_name: str """ ...
python
def save_voxel_grid(voxel_grid, file_name): """ Saves binary voxel grid as a binary file. The binary file is structured in little-endian unsigned int format. :param voxel_grid: binary voxel grid :type voxel_grid: list, tuple :param file_name: file name to save :type file_name: str """ ...
['def', 'save_voxel_grid', '(', 'voxel_grid', ',', 'file_name', ')', ':', 'try', ':', 'with', 'open', '(', 'file_name', ',', "'wb'", ')', 'as', 'fp', ':', 'for', 'voxel', 'in', 'voxel_grid', ':', 'fp', '.', 'write', '(', 'struct', '.', 'pack', '(', '"<I"', ',', 'voxel', ')', ')', 'except', 'IOError', 'as', 'e', ':', 'p...
Saves binary voxel grid as a binary file. The binary file is structured in little-endian unsigned int format. :param voxel_grid: binary voxel grid :type voxel_grid: list, tuple :param file_name: file name to save :type file_name: str
['Saves', 'binary', 'voxel', 'grid', 'as', 'a', 'binary', 'file', '.']
train
https://github.com/orbingol/NURBS-Python/blob/b1c6a8b51cf143ff58761438e93ba6baef470627/geomdl/voxelize.py#L89-L107
4,176
bcbio/bcbio-nextgen
bcbio/variation/vcfanno.py
find_annotations
def find_annotations(data, retriever=None): """Find annotation configuration files for vcfanno, using pre-installed inputs. Creates absolute paths for user specified inputs and finds locally installed defaults. Default annotations: - gemini for variant pipelines - somatic for variant tumor...
python
def find_annotations(data, retriever=None): """Find annotation configuration files for vcfanno, using pre-installed inputs. Creates absolute paths for user specified inputs and finds locally installed defaults. Default annotations: - gemini for variant pipelines - somatic for variant tumor...
['def', 'find_annotations', '(', 'data', ',', 'retriever', '=', 'None', ')', ':', 'conf_files', '=', 'dd', '.', 'get_vcfanno', '(', 'data', ')', 'if', 'not', 'isinstance', '(', 'conf_files', ',', '(', 'list', ',', 'tuple', ')', ')', ':', 'conf_files', '=', '[', 'conf_files', ']', 'for', 'c', 'in', '_default_conf_files'...
Find annotation configuration files for vcfanno, using pre-installed inputs. Creates absolute paths for user specified inputs and finds locally installed defaults. Default annotations: - gemini for variant pipelines - somatic for variant tumor pipelines - rnaedit for RNA-seq variant call...
['Find', 'annotation', 'configuration', 'files', 'for', 'vcfanno', 'using', 'pre', '-', 'installed', 'inputs', '.']
train
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/variation/vcfanno.py#L91-L137
4,177
vsoch/pokemon
pokemon/skills.py
get_ascii
def get_ascii(pid=None, name=None, pokemons=None, return_pokemons=False, message=None): '''get_ascii will return ascii art for a pokemon based on a name or pid. :param pid: the pokemon ID to return :param name: the pokemon name to return :param return_pokemons: return catches (default False) :param ...
python
def get_ascii(pid=None, name=None, pokemons=None, return_pokemons=False, message=None): '''get_ascii will return ascii art for a pokemon based on a name or pid. :param pid: the pokemon ID to return :param name: the pokemon name to return :param return_pokemons: return catches (default False) :param ...
['def', 'get_ascii', '(', 'pid', '=', 'None', ',', 'name', '=', 'None', ',', 'pokemons', '=', 'None', ',', 'return_pokemons', '=', 'False', ',', 'message', '=', 'None', ')', ':', 'pokemon', '=', 'get_pokemon', '(', 'name', '=', 'name', ',', 'pid', '=', 'pid', ',', 'pokemons', '=', 'pokemons', ')', 'printme', '=', 'mess...
get_ascii will return ascii art for a pokemon based on a name or pid. :param pid: the pokemon ID to return :param name: the pokemon name to return :param return_pokemons: return catches (default False) :param message: add a message to the ascii
['get_ascii', 'will', 'return', 'ascii', 'art', 'for', 'a', 'pokemon', 'based', 'on', 'a', 'name', 'or', 'pid', '.', ':', 'param', 'pid', ':', 'the', 'pokemon', 'ID', 'to', 'return', ':', 'param', 'name', ':', 'the', 'pokemon', 'name', 'to', 'return', ':', 'param', 'return_pokemons', ':', 'return', 'catches', '(', 'def...
train
https://github.com/vsoch/pokemon/blob/c9cd8c5d64897617867d38d45183476ea64a0620/pokemon/skills.py#L27-L43
4,178
honzamach/pynspect
pynspect/traversers.py
BaseFilteringTreeTraverser.decorate_function
def decorate_function(self, name, decorator): """ Decorate function with given name with given decorator. :param str name: Name of the function. :param callable decorator: Decorator callback. """ self.functions[name] = decorator(self.functions[name])
python
def decorate_function(self, name, decorator): """ Decorate function with given name with given decorator. :param str name: Name of the function. :param callable decorator: Decorator callback. """ self.functions[name] = decorator(self.functions[name])
['def', 'decorate_function', '(', 'self', ',', 'name', ',', 'decorator', ')', ':', 'self', '.', 'functions', '[', 'name', ']', '=', 'decorator', '(', 'self', '.', 'functions', '[', 'name', ']', ')']
Decorate function with given name with given decorator. :param str name: Name of the function. :param callable decorator: Decorator callback.
['Decorate', 'function', 'with', 'given', 'name', 'with', 'given', 'decorator', '.']
train
https://github.com/honzamach/pynspect/blob/0582dcc1f7aafe50e25a21c792ea1b3367ea5881/pynspect/traversers.py#L753-L760
4,179
ic-labs/django-icekit
icekit_events/models.py
get_occurrence_times_for_event
def get_occurrence_times_for_event(event): """ Return a tuple with two sets containing the (start, end) *naive* datetimes of an Event's Occurrences, or the original start datetime if an Occurrence's start was modified by a user. """ occurrences_starts = set() occurrences_ends = set() for...
python
def get_occurrence_times_for_event(event): """ Return a tuple with two sets containing the (start, end) *naive* datetimes of an Event's Occurrences, or the original start datetime if an Occurrence's start was modified by a user. """ occurrences_starts = set() occurrences_ends = set() for...
['def', 'get_occurrence_times_for_event', '(', 'event', ')', ':', 'occurrences_starts', '=', 'set', '(', ')', 'occurrences_ends', '=', 'set', '(', ')', 'for', 'o', 'in', 'event', '.', 'occurrence_list', ':', 'occurrences_starts', '.', 'add', '(', 'coerce_naive', '(', 'o', '.', 'original_start', 'or', 'o', '.', 'start',...
Return a tuple with two sets containing the (start, end) *naive* datetimes of an Event's Occurrences, or the original start datetime if an Occurrence's start was modified by a user.
['Return', 'a', 'tuple', 'with', 'two', 'sets', 'containing', 'the', '(', 'start', 'end', ')', '*', 'naive', '*', 'datetimes', 'of', 'an', 'Event', 's', 'Occurrences', 'or', 'the', 'original', 'start', 'datetime', 'if', 'an', 'Occurrence', 's', 'start', 'was', 'modified', 'by', 'a', 'user', '.']
train
https://github.com/ic-labs/django-icekit/blob/c507ea5b1864303732c53ad7c5800571fca5fa94/icekit_events/models.py#L933-L948
4,180
F5Networks/f5-common-python
f5/utils/responses/handlers.py
Stats._get_nest_stats
def _get_nest_stats(self): """Helper method to deal with nestedStats as json format changed in v12.x """ for x in self.rdict: check = urlparse(x) if check.scheme: nested_dict = self.rdict[x]['nestedStats'] tmp_dict = nested_dict['e...
python
def _get_nest_stats(self): """Helper method to deal with nestedStats as json format changed in v12.x """ for x in self.rdict: check = urlparse(x) if check.scheme: nested_dict = self.rdict[x]['nestedStats'] tmp_dict = nested_dict['e...
['def', '_get_nest_stats', '(', 'self', ')', ':', 'for', 'x', 'in', 'self', '.', 'rdict', ':', 'check', '=', 'urlparse', '(', 'x', ')', 'if', 'check', '.', 'scheme', ':', 'nested_dict', '=', 'self', '.', 'rdict', '[', 'x', ']', '[', "'nestedStats'", ']', 'tmp_dict', '=', 'nested_dict', '[', "'entries'", ']', 'return', ...
Helper method to deal with nestedStats as json format changed in v12.x
['Helper', 'method', 'to', 'deal', 'with', 'nestedStats']
train
https://github.com/F5Networks/f5-common-python/blob/7e67d5acd757a60e3d5f8c88c534bd72208f5494/f5/utils/responses/handlers.py#L52-L64
4,181
rigetti/pyquil
pyquil/api/_benchmark.py
BenchmarkConnection.generate_rb_sequence
def generate_rb_sequence(self, depth, gateset, seed=None, interleaver=None): """ Construct a randomized benchmarking experiment on the given qubits, decomposing into gateset. If interleaver is not provided, the returned sequence will have the form C_1 C_2 ... C_(depth-1) C_inv , ...
python
def generate_rb_sequence(self, depth, gateset, seed=None, interleaver=None): """ Construct a randomized benchmarking experiment on the given qubits, decomposing into gateset. If interleaver is not provided, the returned sequence will have the form C_1 C_2 ... C_(depth-1) C_inv , ...
['def', 'generate_rb_sequence', '(', 'self', ',', 'depth', ',', 'gateset', ',', 'seed', '=', 'None', ',', 'interleaver', '=', 'None', ')', ':', '# Support QubitPlaceholders: we temporarily index to arbitrary integers.', '# `generate_rb_sequence` handles mapping back to the original gateset gates.', 'gateset_as_program'...
Construct a randomized benchmarking experiment on the given qubits, decomposing into gateset. If interleaver is not provided, the returned sequence will have the form C_1 C_2 ... C_(depth-1) C_inv , where each C is a Clifford element drawn from gateset, C_{< depth} are randomly selected, ...
['Construct', 'a', 'randomized', 'benchmarking', 'experiment', 'on', 'the', 'given', 'qubits', 'decomposing', 'into', 'gateset', '.', 'If', 'interleaver', 'is', 'not', 'provided', 'the', 'returned', 'sequence', 'will', 'have', 'the', 'form']
train
https://github.com/rigetti/pyquil/blob/ec98e453084b0037d69d8c3245f6822a5422593d/pyquil/api/_benchmark.py#L82-L141
4,182
dls-controls/pymalcolm
malcolm/core/views.py
Attribute.put_value
def put_value(self, value, timeout=None): """Put a value to the Attribute and wait for completion""" self._context.put(self._data.path + ["value"], value, timeout=timeout)
python
def put_value(self, value, timeout=None): """Put a value to the Attribute and wait for completion""" self._context.put(self._data.path + ["value"], value, timeout=timeout)
['def', 'put_value', '(', 'self', ',', 'value', ',', 'timeout', '=', 'None', ')', ':', 'self', '.', '_context', '.', 'put', '(', 'self', '.', '_data', '.', 'path', '+', '[', '"value"', ']', ',', 'value', ',', 'timeout', '=', 'timeout', ')']
Put a value to the Attribute and wait for completion
['Put', 'a', 'value', 'to', 'the', 'Attribute', 'and', 'wait', 'for', 'completion']
train
https://github.com/dls-controls/pymalcolm/blob/80ea667e4da26365a6cebc0249f52fdc744bd983/malcolm/core/views.py#L78-L80
4,183
evhub/coconut
coconut/compiler/matching.py
Matcher.duplicate
def duplicate(self): """Duplicates the matcher to others.""" other = Matcher(self.loc, self.check_var, self.checkdefs, self.names, self.var_index) other.insert_check(0, "not " + self.check_var) self.others.append(other) return other
python
def duplicate(self): """Duplicates the matcher to others.""" other = Matcher(self.loc, self.check_var, self.checkdefs, self.names, self.var_index) other.insert_check(0, "not " + self.check_var) self.others.append(other) return other
['def', 'duplicate', '(', 'self', ')', ':', 'other', '=', 'Matcher', '(', 'self', '.', 'loc', ',', 'self', '.', 'check_var', ',', 'self', '.', 'checkdefs', ',', 'self', '.', 'names', ',', 'self', '.', 'var_index', ')', 'other', '.', 'insert_check', '(', '0', ',', '"not "', '+', 'self', '.', 'check_var', ')', 'self', '....
Duplicates the matcher to others.
['Duplicates', 'the', 'matcher', 'to', 'others', '.']
train
https://github.com/evhub/coconut/blob/ff97177344e7604e89a0a98a977a87ed2a56fc6d/coconut/compiler/matching.py#L120-L125
4,184
BD2KGenomics/toil-scripts
src/toil_scripts/bwa_alignment/bwa_alignment.py
main
def main(): """ Computational Genomics Lab, Genomics Institute, UC Santa Cruz Toil BWA pipeline Alignment of fastq reads via BWA-kit General usage: 1. Type "toil-bwa generate" to create an editable manifest and config in the current working directory. 2. Parameterize the pipeline by editin...
python
def main(): """ Computational Genomics Lab, Genomics Institute, UC Santa Cruz Toil BWA pipeline Alignment of fastq reads via BWA-kit General usage: 1. Type "toil-bwa generate" to create an editable manifest and config in the current working directory. 2. Parameterize the pipeline by editin...
['def', 'main', '(', ')', ':', '# Define Parser object and add to Toil', 'parser', '=', 'argparse', '.', 'ArgumentParser', '(', 'description', '=', 'main', '.', '__doc__', ',', 'formatter_class', '=', 'argparse', '.', 'RawTextHelpFormatter', ')', 'subparsers', '=', 'parser', '.', 'add_subparsers', '(', 'dest', '=', "'c...
Computational Genomics Lab, Genomics Institute, UC Santa Cruz Toil BWA pipeline Alignment of fastq reads via BWA-kit General usage: 1. Type "toil-bwa generate" to create an editable manifest and config in the current working directory. 2. Parameterize the pipeline by editing the config. 3. Fil...
['Computational', 'Genomics', 'Lab', 'Genomics', 'Institute', 'UC', 'Santa', 'Cruz', 'Toil', 'BWA', 'pipeline']
train
https://github.com/BD2KGenomics/toil-scripts/blob/f878d863defcdccaabb7fe06f991451b7a198fb7/src/toil_scripts/bwa_alignment/bwa_alignment.py#L215-L292
4,185
Alignak-monitoring/alignak
alignak/external_command.py
ExternalCommandManager.launch_host_event_handler
def launch_host_event_handler(self, host): """Launch event handler for a service Format of the line that triggers function call:: LAUNCH_HOST_EVENT_HANDLER;<host_name> :param host: host to execute the event handler :type host: alignak.objects.host.Host :return: None ...
python
def launch_host_event_handler(self, host): """Launch event handler for a service Format of the line that triggers function call:: LAUNCH_HOST_EVENT_HANDLER;<host_name> :param host: host to execute the event handler :type host: alignak.objects.host.Host :return: None ...
['def', 'launch_host_event_handler', '(', 'self', ',', 'host', ')', ':', 'host', '.', 'get_event_handlers', '(', 'self', '.', 'hosts', ',', 'self', '.', 'daemon', '.', 'macromodulations', ',', 'self', '.', 'daemon', '.', 'timeperiods', ',', 'ext_cmd', '=', 'True', ')']
Launch event handler for a service Format of the line that triggers function call:: LAUNCH_HOST_EVENT_HANDLER;<host_name> :param host: host to execute the event handler :type host: alignak.objects.host.Host :return: None
['Launch', 'event', 'handler', 'for', 'a', 'service', 'Format', 'of', 'the', 'line', 'that', 'triggers', 'function', 'call', '::']
train
https://github.com/Alignak-monitoring/alignak/blob/f3c145207e83159b799d3714e4241399c7740a64/alignak/external_command.py#L4021-L4032
4,186
mitsei/dlkit
dlkit/json_/relationship/managers.py
RelationshipManager.get_relationship_admin_session_for_family
def get_relationship_admin_session_for_family(self, family_id): """Gets the ``OsidSession`` associated with the relationship administration service for the given family. arg: family_id (osid.id.Id): the ``Id`` of the ``Family`` return: (osid.relationship.RelationshipAdminSession) - a ...
python
def get_relationship_admin_session_for_family(self, family_id): """Gets the ``OsidSession`` associated with the relationship administration service for the given family. arg: family_id (osid.id.Id): the ``Id`` of the ``Family`` return: (osid.relationship.RelationshipAdminSession) - a ...
['def', 'get_relationship_admin_session_for_family', '(', 'self', ',', 'family_id', ')', ':', 'if', 'not', 'self', '.', 'supports_relationship_admin', '(', ')', ':', 'raise', 'errors', '.', 'Unimplemented', '(', ')', '##', '# Also include check to see if the catalog Id is found otherwise raise errors.NotFound', '##', '...
Gets the ``OsidSession`` associated with the relationship administration service for the given family. arg: family_id (osid.id.Id): the ``Id`` of the ``Family`` return: (osid.relationship.RelationshipAdminSession) - a ``RelationshipAdminSession`` raise: NotFound - no family ...
['Gets', 'the', 'OsidSession', 'associated', 'with', 'the', 'relationship', 'administration', 'service', 'for', 'the', 'given', 'family', '.']
train
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/relationship/managers.py#L334-L356
4,187
PGower/PyCanvas
pycanvas/apis/groups.py
GroupsAPI.get_single_group_membership_users
def get_single_group_membership_users(self, user_id, group_id): """ Get a single group membership. Returns the group membership with the given membership id or user id. """ path = {} data = {} params = {} # REQUIRED - PATH - group_id "...
python
def get_single_group_membership_users(self, user_id, group_id): """ Get a single group membership. Returns the group membership with the given membership id or user id. """ path = {} data = {} params = {} # REQUIRED - PATH - group_id "...
['def', 'get_single_group_membership_users', '(', 'self', ',', 'user_id', ',', 'group_id', ')', ':', 'path', '=', '{', '}', 'data', '=', '{', '}', 'params', '=', '{', '}', '# REQUIRED - PATH - group_id\r', '"""ID"""', 'path', '[', '"group_id"', ']', '=', 'group_id', '# REQUIRED - PATH - user_id\r', '"""ID"""', 'path', ...
Get a single group membership. Returns the group membership with the given membership id or user id.
['Get', 'a', 'single', 'group', 'membership', '.', 'Returns', 'the', 'group', 'membership', 'with', 'the', 'given', 'membership', 'id', 'or', 'user', 'id', '.']
train
https://github.com/PGower/PyCanvas/blob/68520005382b440a1e462f9df369f54d364e21e8/pycanvas/apis/groups.py#L478-L497
4,188
chdzq/ARPAbetAndIPAConvertor
arpabetandipaconvertor/model/syllable.py
Syllable.translate_to_international_phonetic_alphabet
def translate_to_international_phonetic_alphabet(self, hide_stress_mark=False): ''' 转换成国际音标。只要一个元音的时候需要隐藏重音标识 :param hide_stress_mark: :return: ''' translations = self.stress.mark_ipa() if (not hide_stress_mark) and self.have_vowel else "" for phoneme in self._p...
python
def translate_to_international_phonetic_alphabet(self, hide_stress_mark=False): ''' 转换成国际音标。只要一个元音的时候需要隐藏重音标识 :param hide_stress_mark: :return: ''' translations = self.stress.mark_ipa() if (not hide_stress_mark) and self.have_vowel else "" for phoneme in self._p...
['def', 'translate_to_international_phonetic_alphabet', '(', 'self', ',', 'hide_stress_mark', '=', 'False', ')', ':', 'translations', '=', 'self', '.', 'stress', '.', 'mark_ipa', '(', ')', 'if', '(', 'not', 'hide_stress_mark', ')', 'and', 'self', '.', 'have_vowel', 'else', '""', 'for', 'phoneme', 'in', 'self', '.', '_p...
转换成国际音标。只要一个元音的时候需要隐藏重音标识 :param hide_stress_mark: :return:
['转换成国际音标。只要一个元音的时候需要隐藏重音标识', ':', 'param', 'hide_stress_mark', ':', ':', 'return', ':']
train
https://github.com/chdzq/ARPAbetAndIPAConvertor/blob/e8b2fdbb5b7134c4f779f4d6dcd5dc30979a0a26/arpabetandipaconvertor/model/syllable.py#L86-L98
4,189
bcbio/bcbio-nextgen
bcbio/cwl/tool.py
_run_cwltool
def _run_cwltool(args): """Run with cwltool -- reference implementation. """ main_file, json_file, project_name = _get_main_and_json(args.directory) work_dir = utils.safe_makedir(os.path.join(os.getcwd(), "cwltool_work")) tmp_dir = utils.safe_makedir(os.path.join(work_dir, "tmpcwl")) log_file = ...
python
def _run_cwltool(args): """Run with cwltool -- reference implementation. """ main_file, json_file, project_name = _get_main_and_json(args.directory) work_dir = utils.safe_makedir(os.path.join(os.getcwd(), "cwltool_work")) tmp_dir = utils.safe_makedir(os.path.join(work_dir, "tmpcwl")) log_file = ...
['def', '_run_cwltool', '(', 'args', ')', ':', 'main_file', ',', 'json_file', ',', 'project_name', '=', '_get_main_and_json', '(', 'args', '.', 'directory', ')', 'work_dir', '=', 'utils', '.', 'safe_makedir', '(', 'os', '.', 'path', '.', 'join', '(', 'os', '.', 'getcwd', '(', ')', ',', '"cwltool_work"', ')', ')', 'tmp_...
Run with cwltool -- reference implementation.
['Run', 'with', 'cwltool', '--', 'reference', 'implementation', '.']
train
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/cwl/tool.py#L83-L97
4,190
sckott/habanero
habanero/cn/styles.py
csl_styles
def csl_styles(**kwargs): ''' Get list of styles from https://github.com/citation-style-language/styles :param kwargs: any additional arguments will be passed on to `requests.get` :return: list, of CSL styles Usage:: from habanero import cn cn.csl_styles() ''' base = "https://api.github.co...
python
def csl_styles(**kwargs): ''' Get list of styles from https://github.com/citation-style-language/styles :param kwargs: any additional arguments will be passed on to `requests.get` :return: list, of CSL styles Usage:: from habanero import cn cn.csl_styles() ''' base = "https://api.github.co...
['def', 'csl_styles', '(', '*', '*', 'kwargs', ')', ':', 'base', '=', '"https://api.github.com/repos/citation-style-language/styles"', 'tt', '=', 'requests', '.', 'get', '(', 'base', '+', "'/commits?per_page=1'", ',', '*', '*', 'kwargs', ')', 'tt', '.', 'raise_for_status', '(', ')', 'check_json', '(', 'tt', ')', 'commr...
Get list of styles from https://github.com/citation-style-language/styles :param kwargs: any additional arguments will be passed on to `requests.get` :return: list, of CSL styles Usage:: from habanero import cn cn.csl_styles()
['Get', 'list', 'of', 'styles', 'from', 'https', ':', '//', 'github', '.', 'com', '/', 'citation', '-', 'style', '-', 'language', '/', 'styles']
train
https://github.com/sckott/habanero/blob/a17d87070378786bbb138e1c9712ecad9aacf38e/habanero/cn/styles.py#L7-L33
4,191
collectiveacuity/labPack
labpack/platforms/aws/ec2.py
ec2Client.delete_instance
def delete_instance(self, instance_id): ''' method for removing an instance from AWS EC2 :param instance_id: string of instance id on AWS :return: string reporting state of instance ''' title = '%s.delete_instance' % self.__class__.__name__ # validate inputs ...
python
def delete_instance(self, instance_id): ''' method for removing an instance from AWS EC2 :param instance_id: string of instance id on AWS :return: string reporting state of instance ''' title = '%s.delete_instance' % self.__class__.__name__ # validate inputs ...
['def', 'delete_instance', '(', 'self', ',', 'instance_id', ')', ':', 'title', '=', "'%s.delete_instance'", '%', 'self', '.', '__class__', '.', '__name__', '# validate inputs', 'input_fields', '=', '{', "'instance_id'", ':', 'instance_id', '}', 'for', 'key', ',', 'value', 'in', 'input_fields', '.', 'items', '(', ')', '...
method for removing an instance from AWS EC2 :param instance_id: string of instance id on AWS :return: string reporting state of instance
['method', 'for', 'removing', 'an', 'instance', 'from', 'AWS', 'EC2']
train
https://github.com/collectiveacuity/labPack/blob/52949ece35e72e3cc308f54d9ffa6bfbd96805b8/labpack/platforms/aws/ec2.py#L613-L685
4,192
telminov/sw-django-utils
djutils/date_utils.py
date_to_timestamp
def date_to_timestamp(date): """ date to unix timestamp in milliseconds """ date_tuple = date.timetuple() timestamp = calendar.timegm(date_tuple) * 1000 return timestamp
python
def date_to_timestamp(date): """ date to unix timestamp in milliseconds """ date_tuple = date.timetuple() timestamp = calendar.timegm(date_tuple) * 1000 return timestamp
['def', 'date_to_timestamp', '(', 'date', ')', ':', 'date_tuple', '=', 'date', '.', 'timetuple', '(', ')', 'timestamp', '=', 'calendar', '.', 'timegm', '(', 'date_tuple', ')', '*', '1000', 'return', 'timestamp']
date to unix timestamp in milliseconds
['date', 'to', 'unix', 'timestamp', 'in', 'milliseconds']
train
https://github.com/telminov/sw-django-utils/blob/43b8491c87a5dd8fce145834c00198f4de14ceb9/djutils/date_utils.py#L39-L45
4,193
pandas-dev/pandas
pandas/io/pytables.py
_convert_string_array
def _convert_string_array(data, encoding, errors, itemsize=None): """ we take a string-like that is object dtype and coerce to a fixed size string type Parameters ---------- data : a numpy array of object dtype encoding : None or string-encoding errors : handler for encoding errors ...
python
def _convert_string_array(data, encoding, errors, itemsize=None): """ we take a string-like that is object dtype and coerce to a fixed size string type Parameters ---------- data : a numpy array of object dtype encoding : None or string-encoding errors : handler for encoding errors ...
['def', '_convert_string_array', '(', 'data', ',', 'encoding', ',', 'errors', ',', 'itemsize', '=', 'None', ')', ':', '# encode if needed', 'if', 'encoding', 'is', 'not', 'None', 'and', 'len', '(', 'data', ')', ':', 'data', '=', 'Series', '(', 'data', '.', 'ravel', '(', ')', ')', '.', 'str', '.', 'encode', '(', 'encodi...
we take a string-like that is object dtype and coerce to a fixed size string type Parameters ---------- data : a numpy array of object dtype encoding : None or string-encoding errors : handler for encoding errors itemsize : integer, optional, defaults to the max length of the strings R...
['we', 'take', 'a', 'string', '-', 'like', 'that', 'is', 'object', 'dtype', 'and', 'coerce', 'to', 'a', 'fixed', 'size', 'string', 'type']
train
https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/io/pytables.py#L4521-L4549
4,194
bsolomon1124/pyfinance
pyfinance/returns.py
TSeries.batting_avg
def batting_avg(self, benchmark): """Percentage of periods when `self` outperformed `benchmark`. Parameters ---------- benchmark : {pd.Series, TSeries, 1d np.ndarray} The benchmark security to which `self` is compared. Returns ------- float "...
python
def batting_avg(self, benchmark): """Percentage of periods when `self` outperformed `benchmark`. Parameters ---------- benchmark : {pd.Series, TSeries, 1d np.ndarray} The benchmark security to which `self` is compared. Returns ------- float "...
['def', 'batting_avg', '(', 'self', ',', 'benchmark', ')', ':', 'diff', '=', 'self', '.', 'excess_ret', '(', 'benchmark', ')', 'return', 'np', '.', 'count_nonzero', '(', 'diff', '>', '0.0', ')', '/', 'diff', '.', 'count', '(', ')']
Percentage of periods when `self` outperformed `benchmark`. Parameters ---------- benchmark : {pd.Series, TSeries, 1d np.ndarray} The benchmark security to which `self` is compared. Returns ------- float
['Percentage', 'of', 'periods', 'when', 'self', 'outperformed', 'benchmark', '.']
train
https://github.com/bsolomon1124/pyfinance/blob/c95925209a809b4e648e79cbeaf7711d8e5ff1a6/pyfinance/returns.py#L174-L188
4,195
grahame/sedge
sedge/engine.py
SedgeEngine.parse
def parse(self, fd): """very simple parser - but why would we want it to be complex?""" def resolve_args(args): # FIXME break this out, it's in common with the templating stuff elsewhere root = self.sections[0] val_dict = dict(('<' + t + '>', u) for (t, u) in root.ge...
python
def parse(self, fd): """very simple parser - but why would we want it to be complex?""" def resolve_args(args): # FIXME break this out, it's in common with the templating stuff elsewhere root = self.sections[0] val_dict = dict(('<' + t + '>', u) for (t, u) in root.ge...
['def', 'parse', '(', 'self', ',', 'fd', ')', ':', 'def', 'resolve_args', '(', 'args', ')', ':', "# FIXME break this out, it's in common with the templating stuff elsewhere", 'root', '=', 'self', '.', 'sections', '[', '0', ']', 'val_dict', '=', 'dict', '(', '(', "'<'", '+', 't', '+', "'>'", ',', 'u', ')', 'for', '(', '...
very simple parser - but why would we want it to be complex?
['very', 'simple', 'parser', '-', 'but', 'why', 'would', 'we', 'want', 'it', 'to', 'be', 'complex?']
train
https://github.com/grahame/sedge/blob/60dc6a0c5ef3bf802fe48a2571a8524a6ea33878/sedge/engine.py#L328-L464
4,196
openstack/networking-cisco
networking_cisco/plugins/cisco/cfg_agent/cfg_agent.py
CiscoCfgAgent.process_services
def process_services(self, device_ids=None, removed_devices_info=None): """Process services managed by this config agent. This method is invoked by any of three scenarios. 1. Invoked by a periodic task running every `RPC_LOOP_INTERVAL` seconds. This is the most common scenario. ...
python
def process_services(self, device_ids=None, removed_devices_info=None): """Process services managed by this config agent. This method is invoked by any of three scenarios. 1. Invoked by a periodic task running every `RPC_LOOP_INTERVAL` seconds. This is the most common scenario. ...
['def', 'process_services', '(', 'self', ',', 'device_ids', '=', 'None', ',', 'removed_devices_info', '=', 'None', ')', ':', 'LOG', '.', 'debug', '(', '"Processing services started"', ')', '# Now we process only routing service, additional services will be', '# added in future', 'if', 'self', '.', 'routing_service_help...
Process services managed by this config agent. This method is invoked by any of three scenarios. 1. Invoked by a periodic task running every `RPC_LOOP_INTERVAL` seconds. This is the most common scenario. In this mode, the method is called without any arguments. 2. Called by th...
['Process', 'services', 'managed', 'by', 'this', 'config', 'agent', '.']
train
https://github.com/openstack/networking-cisco/blob/aa58a30aec25b86f9aa5952b0863045975debfa9/networking_cisco/plugins/cisco/cfg_agent/cfg_agent.py#L217-L267
4,197
brantai/python-rightscale
rightscale/httpclient.py
HTTPClient.request
def request(self, method, path='/', url=None, ignore_codes=[], **kwargs): """ Wrapper for the ._request method that verifies if we're logged into RightScale before making a call, and sanity checks the oauth expiration time. :param str method: An HTTP method (e.g. 'get', 'post', ...
python
def request(self, method, path='/', url=None, ignore_codes=[], **kwargs): """ Wrapper for the ._request method that verifies if we're logged into RightScale before making a call, and sanity checks the oauth expiration time. :param str method: An HTTP method (e.g. 'get', 'post', ...
['def', 'request', '(', 'self', ',', 'method', ',', 'path', '=', "'/'", ',', 'url', '=', 'None', ',', 'ignore_codes', '=', '[', ']', ',', '*', '*', 'kwargs', ')', ':', "# On every call, check if we're both logged in, and if the token is", "# expiring. If it is, we'll re-login with the information passed into", '# us at...
Wrapper for the ._request method that verifies if we're logged into RightScale before making a call, and sanity checks the oauth expiration time. :param str method: An HTTP method (e.g. 'get', 'post', 'PUT', etc...) :param str path: A path component of the target URL. This will be ...
['Wrapper', 'for', 'the', '.', '_request', 'method', 'that', 'verifies', 'if', 'we', 're', 'logged', 'into', 'RightScale', 'before', 'making', 'a', 'call', 'and', 'sanity', 'checks', 'the', 'oauth', 'expiration', 'time', '.']
train
https://github.com/brantai/python-rightscale/blob/5fbf4089922917247be712d58645a7b1504f0944/rightscale/httpclient.py#L94-L127
4,198
cameronbwhite/Flask-CAS
flask_cas/routing.py
login
def login(): """ This route has two purposes. First, it is used by the user to login. Second, it is used by the CAS to respond with the `ticket` after the user logs in successfully. When the user accesses this url, they are redirected to the CAS to login. If the login was successful, the CAS wi...
python
def login(): """ This route has two purposes. First, it is used by the user to login. Second, it is used by the CAS to respond with the `ticket` after the user logs in successfully. When the user accesses this url, they are redirected to the CAS to login. If the login was successful, the CAS wi...
['def', 'login', '(', ')', ':', 'cas_token_session_key', '=', 'current_app', '.', 'config', '[', "'CAS_TOKEN_SESSION_KEY'", ']', 'redirect_url', '=', 'create_cas_login_url', '(', 'current_app', '.', 'config', '[', "'CAS_SERVER'", ']', ',', 'current_app', '.', 'config', '[', "'CAS_LOGIN_ROUTE'", ']', ',', 'flask', '.', ...
This route has two purposes. First, it is used by the user to login. Second, it is used by the CAS to respond with the `ticket` after the user logs in successfully. When the user accesses this url, they are redirected to the CAS to login. If the login was successful, the CAS will respond to this ro...
['This', 'route', 'has', 'two', 'purposes', '.', 'First', 'it', 'is', 'used', 'by', 'the', 'user', 'to', 'login', '.', 'Second', 'it', 'is', 'used', 'by', 'the', 'CAS', 'to', 'respond', 'with', 'the', 'ticket', 'after', 'the', 'user', 'logs', 'in', 'successfully', '.']
train
https://github.com/cameronbwhite/Flask-CAS/blob/f85173938654cb9b9316a5c869000b74b008422e/flask_cas/routing.py#L18-L58
4,199
markovmodel/PyEMMA
pyemma/datasets/api.py
get_multi_temperature_data
def get_multi_temperature_data(kt0=1.0, kt1=5.0, length0=10000, length1=10000, n0=10, n1=10): """ Continuous MCMC process in an asymmetric double well potential at multiple temperatures. Parameters ---------- kt0: double, optional, default=1.0 Temperature in kT for the first thermodynamic s...
python
def get_multi_temperature_data(kt0=1.0, kt1=5.0, length0=10000, length1=10000, n0=10, n1=10): """ Continuous MCMC process in an asymmetric double well potential at multiple temperatures. Parameters ---------- kt0: double, optional, default=1.0 Temperature in kT for the first thermodynamic s...
['def', 'get_multi_temperature_data', '(', 'kt0', '=', '1.0', ',', 'kt1', '=', '5.0', ',', 'length0', '=', '10000', ',', 'length1', '=', '10000', ',', 'n0', '=', '10', ',', 'n1', '=', '10', ')', ':', 'dws', '=', '_DWS', '(', ')', 'mt_data', '=', 'dws', '.', 'mt_sample', '(', 'kt0', '=', 'kt0', ',', 'kt1', '=', 'kt1', '...
Continuous MCMC process in an asymmetric double well potential at multiple temperatures. Parameters ---------- kt0: double, optional, default=1.0 Temperature in kT for the first thermodynamic state. kt1: double, optional, default=5.0 Temperature in kT for the second thermodynamic state....
['Continuous', 'MCMC', 'process', 'in', 'an', 'asymmetric', 'double', 'well', 'potential', 'at', 'multiple', 'temperatures', '.']
train
https://github.com/markovmodel/PyEMMA/blob/5c3124398217de05ba5ce9c8fb01519222481ab8/pyemma/datasets/api.py#L89-L119