repo
stringlengths
7
55
path
stringlengths
4
223
url
stringlengths
87
315
code
stringlengths
75
104k
code_tokens
list
docstring
stringlengths
1
46.9k
docstring_tokens
list
language
stringclasses
1 value
partition
stringclasses
3 values
avg_line_len
float64
7.91
980
klen/adrest
adrest/views.py
https://github.com/klen/adrest/blob/8b75c67123cffabe5ed98c222bb7ab43c904d89c/adrest/views.py#L165-L199
def check_owners(self, request, **resources): """ Check parents of current resource. Recursive scanning of the fact that the child has FK to the parent and in resources we have right objects. We check that in request like /author/1/book/2/page/3 Page object with pk=3 has Forei...
[ "def", "check_owners", "(", "self", ",", "request", ",", "*", "*", "resources", ")", ":", "if", "self", ".", "_meta", ".", "allow_public_access", "or", "not", "self", ".", "_meta", ".", "parent", ":", "return", "True", "self", ".", "parent", ".", "chec...
Check parents of current resource. Recursive scanning of the fact that the child has FK to the parent and in resources we have right objects. We check that in request like /author/1/book/2/page/3 Page object with pk=3 has ForeignKey field linked to Book object with pk=2 and Bo...
[ "Check", "parents", "of", "current", "resource", "." ]
python
train
35.4
LEMS/pylems
lems/parser/LEMS.py
https://github.com/LEMS/pylems/blob/4eeb719d2f23650fe16c38626663b69b5c83818b/lems/parser/LEMS.py#L908-L935
def parse_exposure(self, node): """ Parses <Exposure> @param node: Node containing the <Exposure> element @type node: xml.etree.Element @raise ParseError: Raised when the exposure name is not being defined in the context of a component type. """ if self...
[ "def", "parse_exposure", "(", "self", ",", "node", ")", ":", "if", "self", ".", "current_component_type", "==", "None", ":", "self", ".", "raise_error", "(", "'Exposures must be defined in a component type'", ")", "try", ":", "name", "=", "node", ".", "lattrib",...
Parses <Exposure> @param node: Node containing the <Exposure> element @type node: xml.etree.Element @raise ParseError: Raised when the exposure name is not being defined in the context of a component type.
[ "Parses", "<Exposure", ">" ]
python
train
31.142857
python-openxml/python-docx
docx/parts/styles.py
https://github.com/python-openxml/python-docx/blob/6756f6cd145511d3eb6d1d188beea391b1ddfd53/docx/parts/styles.py#L45-L55
def _default_styles_xml(cls): """ Return a bytestream containing XML for a default styles part. """ path = os.path.join( os.path.split(__file__)[0], '..', 'templates', 'default-styles.xml' ) with open(path, 'rb') as f: xml_bytes = f.rea...
[ "def", "_default_styles_xml", "(", "cls", ")", ":", "path", "=", "os", ".", "path", ".", "join", "(", "os", ".", "path", ".", "split", "(", "__file__", ")", "[", "0", "]", ",", "'..'", ",", "'templates'", ",", "'default-styles.xml'", ")", "with", "op...
Return a bytestream containing XML for a default styles part.
[ "Return", "a", "bytestream", "containing", "XML", "for", "a", "default", "styles", "part", "." ]
python
train
30.727273
learningequality/ricecooker
ricecooker/config.py
https://github.com/learningequality/ricecooker/blob/2f0385282500cb77ef2894646c6f9ce11bd7a853/ricecooker/config.py#L194-L203
def get_restore_path(filename): """ get_restore_path: returns path to directory for restoration points Args: filename (str): Name of file to store Returns: string path to file """ path = os.path.join(RESTORE_DIRECTORY, FILE_STORE_LOCATION) if not os.path.exists(path): ...
[ "def", "get_restore_path", "(", "filename", ")", ":", "path", "=", "os", ".", "path", ".", "join", "(", "RESTORE_DIRECTORY", ",", "FILE_STORE_LOCATION", ")", "if", "not", "os", ".", "path", ".", "exists", "(", "path", ")", ":", "os", ".", "makedirs", "...
get_restore_path: returns path to directory for restoration points Args: filename (str): Name of file to store Returns: string path to file
[ "get_restore_path", ":", "returns", "path", "to", "directory", "for", "restoration", "points", "Args", ":", "filename", "(", "str", ")", ":", "Name", "of", "file", "to", "store", "Returns", ":", "string", "path", "to", "file" ]
python
train
38.1
dwavesystems/dwave-cloud-client
dwave/cloud/utils.py
https://github.com/dwavesystems/dwave-cloud-client/blob/df3221a8385dc0c04d7b4d84f740bf3ad6706230/dwave/cloud/utils.py#L139-L141
def strip_tail(sequence, values): """Strip `values` from the end of `sequence`.""" return list(reversed(list(strip_head(reversed(sequence), values))))
[ "def", "strip_tail", "(", "sequence", ",", "values", ")", ":", "return", "list", "(", "reversed", "(", "list", "(", "strip_head", "(", "reversed", "(", "sequence", ")", ",", "values", ")", ")", ")", ")" ]
Strip `values` from the end of `sequence`.
[ "Strip", "values", "from", "the", "end", "of", "sequence", "." ]
python
train
52
pyblish/pyblish-qml
pyblish_qml/host.py
https://github.com/pyblish/pyblish-qml/blob/6095d18b2ec0afd0409a9b1a17e53b0658887283/pyblish_qml/host.py#L516-L529
def _install_maya(use_threaded_wrapper): """Helper function to Autodesk Maya support""" from maya import utils, cmds def threaded_wrapper(func, *args, **kwargs): return utils.executeInMainThreadWithResult( func, *args, **kwargs) sys.stdout.write("Setting up Pyblish QML in Maya\n") ...
[ "def", "_install_maya", "(", "use_threaded_wrapper", ")", ":", "from", "maya", "import", "utils", ",", "cmds", "def", "threaded_wrapper", "(", "func", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "return", "utils", ".", "executeInMainThreadWithResult",...
Helper function to Autodesk Maya support
[ "Helper", "function", "to", "Autodesk", "Maya", "support" ]
python
train
32.214286
watson-developer-cloud/python-sdk
ibm_watson/compare_comply_v1.py
https://github.com/watson-developer-cloud/python-sdk/blob/4c2c9df4466fcde88975da9ecd834e6ba95eb353/ibm_watson/compare_comply_v1.py#L3563-L3575
def _from_dict(cls, _dict): """Initialize a LeadingSentence object from a json dictionary.""" args = {} if 'text' in _dict: args['text'] = _dict.get('text') if 'location' in _dict: args['location'] = Location._from_dict(_dict.get('location')) if 'element_l...
[ "def", "_from_dict", "(", "cls", ",", "_dict", ")", ":", "args", "=", "{", "}", "if", "'text'", "in", "_dict", ":", "args", "[", "'text'", "]", "=", "_dict", ".", "get", "(", "'text'", ")", "if", "'location'", "in", "_dict", ":", "args", "[", "'l...
Initialize a LeadingSentence object from a json dictionary.
[ "Initialize", "a", "LeadingSentence", "object", "from", "a", "json", "dictionary", "." ]
python
train
39.615385
pysathq/pysat
solvers/prepare.py
https://github.com/pysathq/pysat/blob/522742e8f2d4c6ac50ecd9087f7a346206774c67/solvers/prepare.py#L340-L375
def extract_archive(archive, solver, put_inside = False): """ Unzips/untars a previously downloaded archive file. """ print('extracting {0}'.format(archive)) root = os.path.join('solvers', solver if put_inside else '') if archive.endswith('.tar.gz'): if os.path.exists(archive[:-7])...
[ "def", "extract_archive", "(", "archive", ",", "solver", ",", "put_inside", "=", "False", ")", ":", "print", "(", "'extracting {0}'", ".", "format", "(", "archive", ")", ")", "root", "=", "os", ".", "path", ".", "join", "(", "'solvers'", ",", "solver", ...
Unzips/untars a previously downloaded archive file.
[ "Unzips", "/", "untars", "a", "previously", "downloaded", "archive", "file", "." ]
python
train
33.277778
ThreatConnect-Inc/tcex
tcex/tcex_bin_package.py
https://github.com/ThreatConnect-Inc/tcex/blob/dd4d7a1ef723af1561687120191886b9a2fd4b47/tcex/tcex_bin_package.py#L110-L132
def bundle_apps(self, bundle_name, bundle_apps): """Bundle multiple Job or Playbook Apps (.tcx files) into a single zip file. Args: bundle_name (str): The output name of the bundle zip file. bundle_apps (list): A list of Apps to include in the bundle. """ bundle_...
[ "def", "bundle_apps", "(", "self", ",", "bundle_name", ",", "bundle_apps", ")", ":", "bundle_file", "=", "os", ".", "path", ".", "join", "(", "self", ".", "app_path", ",", "self", ".", "args", ".", "outdir", ",", "'{}-bundle.zip'", ".", "format", "(", ...
Bundle multiple Job or Playbook Apps (.tcx files) into a single zip file. Args: bundle_name (str): The output name of the bundle zip file. bundle_apps (list): A list of Apps to include in the bundle.
[ "Bundle", "multiple", "Job", "or", "Playbook", "Apps", "(", ".", "tcx", "files", ")", "into", "a", "single", "zip", "file", "." ]
python
train
38.782609
ismms-himc/clustergrammer2
clustergrammer2/clustergrammer_fun/__init__.py
https://github.com/ismms-himc/clustergrammer2/blob/5acea9bff7eda546cf0647b9e3647f631eb6f5f5/clustergrammer2/clustergrammer_fun/__init__.py#L583-L663
def sim_same_and_diff_category_samples(self, df, cat_index=1, dist_type='cosine', equal_var=False, plot_roc=True, precalc_dist=False, calc_roc=True): ''' Calculate the similarity of samples from the same and different categori...
[ "def", "sim_same_and_diff_category_samples", "(", "self", ",", "df", ",", "cat_index", "=", "1", ",", "dist_type", "=", "'cosine'", ",", "equal_var", "=", "False", ",", "plot_roc", "=", "True", ",", "precalc_dist", "=", "False", ",", "calc_roc", "=", "True",...
Calculate the similarity of samples from the same and different categories. The cat_index gives the index of the category, where 1 in the first category
[ "Calculate", "the", "similarity", "of", "samples", "from", "the", "same", "and", "different", "categories", ".", "The", "cat_index", "gives", "the", "index", "of", "the", "category", "where", "1", "in", "the", "first", "category" ]
python
train
34.123457
materialsproject/pymatgen
pymatgen/core/lattice.py
https://github.com/materialsproject/pymatgen/blob/4ca558cf72f8d5f8a1f21dfdfc0181a971c186da/pymatgen/core/lattice.py#L456-L465
def reciprocal_lattice(self) -> "Lattice": """ Return the reciprocal lattice. Note that this is the standard reciprocal lattice used for solid state physics with a factor of 2 * pi. If you are looking for the crystallographic reciprocal lattice, use the reciprocal_lattice_crystal...
[ "def", "reciprocal_lattice", "(", "self", ")", "->", "\"Lattice\"", ":", "v", "=", "np", ".", "linalg", ".", "inv", "(", "self", ".", "_matrix", ")", ".", "T", "return", "Lattice", "(", "v", "*", "2", "*", "np", ".", "pi", ")" ]
Return the reciprocal lattice. Note that this is the standard reciprocal lattice used for solid state physics with a factor of 2 * pi. If you are looking for the crystallographic reciprocal lattice, use the reciprocal_lattice_crystallographic property. The property is lazily generated fo...
[ "Return", "the", "reciprocal", "lattice", ".", "Note", "that", "this", "is", "the", "standard", "reciprocal", "lattice", "used", "for", "solid", "state", "physics", "with", "a", "factor", "of", "2", "*", "pi", ".", "If", "you", "are", "looking", "for", "...
python
train
47.9
marrabld/planarradpy
libplanarradpy/planrad.py
https://github.com/marrabld/planarradpy/blob/5095d1cb98d4f67a7c3108c9282f2d59253e89a8/libplanarradpy/planrad.py#L1014-L1087
def calc_directional_aop(self, report, parameter, parameter_dir): """ Will calcuate the directional AOP (only sub-surface rrs for now) if the direction is defined using @ e.g. rrs@32.0:45 where <zenith-theta>:<azimuth-phi> :param report: The planarrad report dictionary. should include...
[ "def", "calc_directional_aop", "(", "self", ",", "report", ",", "parameter", ",", "parameter_dir", ")", ":", "lg", ".", "debug", "(", "'calculating the directional '", "+", "parameter", ")", "tmp_zenith", "=", "[", "]", "param_zenith", "=", "parameter_dir", ".",...
Will calcuate the directional AOP (only sub-surface rrs for now) if the direction is defined using @ e.g. rrs@32.0:45 where <zenith-theta>:<azimuth-phi> :param report: The planarrad report dictionary. should include the quadtables and the directional info :param parameter: parameter to calc. ...
[ "Will", "calcuate", "the", "directional", "AOP", "(", "only", "sub", "-", "surface", "rrs", "for", "now", ")", "if", "the", "direction", "is", "defined", "using", "@", "e", ".", "g", ".", "rrs@32", ".", "0", ":", "45", "where", "<zenith", "-", "theta...
python
test
43
vmlaker/mpipe
src/Stage.py
https://github.com/vmlaker/mpipe/blob/5a1804cf64271931f0cd3e4fff3e2b38291212dd/src/Stage.py#L84-L104
def build(self): """Create and start up the internal workers.""" # If there's no output tube, it means that this stage # is at the end of a fork (hasn't been linked to any stage downstream). # Therefore, create one output tube. if not self._output_tubes: self._output...
[ "def", "build", "(", "self", ")", ":", "# If there's no output tube, it means that this stage", "# is at the end of a fork (hasn't been linked to any stage downstream).", "# Therefore, create one output tube.", "if", "not", "self", ".", "_output_tubes", ":", "self", ".", "_output_t...
Create and start up the internal workers.
[ "Create", "and", "start", "up", "the", "internal", "workers", "." ]
python
train
32.904762
saltstack/salt
salt/proxy/onyx.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/proxy/onyx.py#L447-L460
def find(pattern): ''' Find all instances where the pattern is in the running command .. code-block:: bash salt '*' onyx.cmd find '^snmp-server.*$' .. note:: This uses the `re.MULTILINE` regex format for python, and runs the regex against the whole show_run output. ''' ...
[ "def", "find", "(", "pattern", ")", ":", "matcher", "=", "re", ".", "compile", "(", "pattern", ",", "re", ".", "MULTILINE", ")", "return", "matcher", ".", "findall", "(", "show_run", "(", ")", ")" ]
Find all instances where the pattern is in the running command .. code-block:: bash salt '*' onyx.cmd find '^snmp-server.*$' .. note:: This uses the `re.MULTILINE` regex format for python, and runs the regex against the whole show_run output.
[ "Find", "all", "instances", "where", "the", "pattern", "is", "in", "the", "running", "command" ]
python
train
27.857143
PyCQA/pylint
pylint/checkers/classes.py
https://github.com/PyCQA/pylint/blob/2bf5c61a3ff6ae90613b81679de42c0f19aea600/pylint/checkers/classes.py#L1123-L1136
def visit_attribute(self, node): """check if the getattr is an access to a class member if so, register it. Also check for access to protected class member from outside its class (but ignore __special__ methods) """ # Check self if self._uses_mandatory_method_para...
[ "def", "visit_attribute", "(", "self", ",", "node", ")", ":", "# Check self", "if", "self", ".", "_uses_mandatory_method_param", "(", "node", ")", ":", "self", ".", "_accessed", ".", "set_accessed", "(", "node", ")", "return", "if", "not", "self", ".", "li...
check if the getattr is an access to a class member if so, register it. Also check for access to protected class member from outside its class (but ignore __special__ methods)
[ "check", "if", "the", "getattr", "is", "an", "access", "to", "a", "class", "member", "if", "so", "register", "it", ".", "Also", "check", "for", "access", "to", "protected", "class", "member", "from", "outside", "its", "class", "(", "but", "ignore", "__sp...
python
test
37.142857
tensorlayer/tensorlayer
tensorlayer/prepro.py
https://github.com/tensorlayer/tensorlayer/blob/aa9e52e36c7058a7e6fd81d36563ca6850b21956/tensorlayer/prepro.py#L631-L705
def projective_transform_by_points( x, src, dst, map_args=None, output_shape=None, order=1, mode='constant', cval=0.0, clip=True, preserve_range=False ): """Projective transform by given coordinates, usually 4 coordinates. see `scikit-image <http://scikit-image.org/docs/dev/auto_examples/applic...
[ "def", "projective_transform_by_points", "(", "x", ",", "src", ",", "dst", ",", "map_args", "=", "None", ",", "output_shape", "=", "None", ",", "order", "=", "1", ",", "mode", "=", "'constant'", ",", "cval", "=", "0.0", ",", "clip", "=", "True", ",", ...
Projective transform by given coordinates, usually 4 coordinates. see `scikit-image <http://scikit-image.org/docs/dev/auto_examples/applications/plot_geometric.html>`__. Parameters ----------- x : numpy.array An image with dimension of [row, col, channel] (default). src : list or numpy ...
[ "Projective", "transform", "by", "given", "coordinates", "usually", "4", "coordinates", "." ]
python
valid
40.693333
nickmckay/LiPD-utilities
Python/lipd/directory.py
https://github.com/nickmckay/LiPD-utilities/blob/5dab6bbeffc5effd68e3a6beaca6b76aa928e860/Python/lipd/directory.py#L85-L112
def browse_dialog_file(): """ Open up a GUI browse dialog window and let to user select one or more files :return str _path: Target directory path :return list _files: List of selected files """ logger_directory.info("enter browse_dialog") # We make files a list, because the user can multi...
[ "def", "browse_dialog_file", "(", ")", ":", "logger_directory", ".", "info", "(", "\"enter browse_dialog\"", ")", "# We make files a list, because the user can multi-select files.", "_files", "=", "[", "]", "_path", "=", "\"\"", "try", ":", "_go_to_package", "(", ")", ...
Open up a GUI browse dialog window and let to user select one or more files :return str _path: Target directory path :return list _files: List of selected files
[ "Open", "up", "a", "GUI", "browse", "dialog", "window", "and", "let", "to", "user", "select", "one", "or", "more", "files", ":", "return", "str", "_path", ":", "Target", "directory", "path", ":", "return", "list", "_files", ":", "List", "of", "selected",...
python
train
34.892857
learningequality/morango
morango/models.py
https://github.com/learningequality/morango/blob/c3ec2554b026f65ac5f0fc5c9d439277fbac14f9/morango/models.py#L549-L555
def deserialize(cls, dict_model): """Returns an unsaved class object based on the valid properties passed in.""" kwargs = {} for f in cls._meta.concrete_fields: if f.attname in dict_model: kwargs[f.attname] = dict_model[f.attname] return cls(**kwargs)
[ "def", "deserialize", "(", "cls", ",", "dict_model", ")", ":", "kwargs", "=", "{", "}", "for", "f", "in", "cls", ".", "_meta", ".", "concrete_fields", ":", "if", "f", ".", "attname", "in", "dict_model", ":", "kwargs", "[", "f", ".", "attname", "]", ...
Returns an unsaved class object based on the valid properties passed in.
[ "Returns", "an", "unsaved", "class", "object", "based", "on", "the", "valid", "properties", "passed", "in", "." ]
python
valid
43.571429
kstaniek/condoor
condoor/connection.py
https://github.com/kstaniek/condoor/blob/77c054b29d4e286c1d7aca2c74dff86b805e1fae/condoor/connection.py#L100-L111
def finalize(self): """Clean up the object. After calling this method the object can't be used anymore. This will be reworked when changing the logging model. """ self.pause_session_logging() self._disable_logging() self._msg_callback = None self._error_m...
[ "def", "finalize", "(", "self", ")", ":", "self", ".", "pause_session_logging", "(", ")", "self", ".", "_disable_logging", "(", ")", "self", ".", "_msg_callback", "=", "None", "self", ".", "_error_msg_callback", "=", "None", "self", ".", "_warning_msg_callback...
Clean up the object. After calling this method the object can't be used anymore. This will be reworked when changing the logging model.
[ "Clean", "up", "the", "object", "." ]
python
train
34
gtaylor/python-colormath
colormath/color_diff_matrix.py
https://github.com/gtaylor/python-colormath/blob/1d168613718d2d7d31ec4230524e987ef66823c7/colormath/color_diff_matrix.py#L11-L17
def delta_e_cie1976(lab_color_vector, lab_color_matrix): """ Calculates the Delta E (CIE1976) between `lab_color_vector` and all colors in `lab_color_matrix`. """ return numpy.sqrt( numpy.sum(numpy.power(lab_color_vector - lab_color_matrix, 2), axis=1))
[ "def", "delta_e_cie1976", "(", "lab_color_vector", ",", "lab_color_matrix", ")", ":", "return", "numpy", ".", "sqrt", "(", "numpy", ".", "sum", "(", "numpy", ".", "power", "(", "lab_color_vector", "-", "lab_color_matrix", ",", "2", ")", ",", "axis", "=", "...
Calculates the Delta E (CIE1976) between `lab_color_vector` and all colors in `lab_color_matrix`.
[ "Calculates", "the", "Delta", "E", "(", "CIE1976", ")", "between", "lab_color_vector", "and", "all", "colors", "in", "lab_color_matrix", "." ]
python
train
39.285714
ajenhl/tacl
tacl/__main__.py
https://github.com/ajenhl/tacl/blob/b8a343248e77f1c07a5a4ac133a9ad6e0b4781c2/tacl/__main__.py#L457-L481
def highlight_text(args, parser): """Outputs the result of highlighting a text.""" tokenizer = utils.get_tokenizer(args) corpus = utils.get_corpus(args) output_dir = os.path.abspath(args.output) if os.path.exists(output_dir): parser.exit(status=3, message='Output directory already exists, ' ...
[ "def", "highlight_text", "(", "args", ",", "parser", ")", ":", "tokenizer", "=", "utils", ".", "get_tokenizer", "(", "args", ")", "corpus", "=", "utils", ".", "get_corpus", "(", "args", ")", "output_dir", "=", "os", ".", "path", ".", "abspath", "(", "a...
Outputs the result of highlighting a text.
[ "Outputs", "the", "result", "of", "highlighting", "a", "text", "." ]
python
train
45.04
makinacorpus/django-tracking-fields
tracking_fields/decorators.py
https://github.com/makinacorpus/django-tracking-fields/blob/463313d0f9c0f8107a0413f4d418d1a8c2311981/tracking_fields/decorators.py#L35-L71
def _track_class_related_field(cls, field): """ Track a field on a related model """ # field = field on current model # related_field = field on related model (field, related_field) = field.split('__', 1) field_obj = cls._meta.get_field(field) related_cls = field_obj.remote_field.model relat...
[ "def", "_track_class_related_field", "(", "cls", ",", "field", ")", ":", "# field = field on current model", "# related_field = field on related model", "(", "field", ",", "related_field", ")", "=", "field", ".", "split", "(", "'__'", ",", "1", ")", "field_obj", "="...
Track a field on a related model
[ "Track", "a", "field", "on", "a", "related", "model" ]
python
train
38.567568
markovmodel/msmtools
msmtools/analysis/sparse/fingerprints.py
https://github.com/markovmodel/msmtools/blob/54dc76dd2113a0e8f3d15d5316abab41402941be/msmtools/analysis/sparse/fingerprints.py#L339-L380
def relaxation_decomp(P, p0, obs, times=[1], k=None, ncv=None): r"""Relaxation experiment. The relaxation experiment describes the time-evolution of an expectation value starting in a non-equilibrium situation. Parameters ---------- P : (M, M) ndarray Transition matrix p0 : (M,...
[ "def", "relaxation_decomp", "(", "P", ",", "p0", ",", "obs", ",", "times", "=", "[", "1", "]", ",", "k", "=", "None", ",", "ncv", "=", "None", ")", ":", "R", ",", "D", ",", "L", "=", "rdl_decomposition", "(", "P", ",", "k", "=", "k", ",", "...
r"""Relaxation experiment. The relaxation experiment describes the time-evolution of an expectation value starting in a non-equilibrium situation. Parameters ---------- P : (M, M) ndarray Transition matrix p0 : (M,) ndarray (optional) Initial distribution for a relaxation e...
[ "r", "Relaxation", "experiment", "." ]
python
train
30.833333
cloudera/cm_api
python/src/cm_api/endpoints/users.py
https://github.com/cloudera/cm_api/blob/5d2512375bd94684b4da36df9e0d9177865ffcbb/python/src/cm_api/endpoints/users.py#L21-L30
def get_all_users(resource_root, view=None): """ Get all users. @param resource_root: The root Resource object @param view: View to materialize ('full' or 'summary'). @return: A list of ApiUser objects. """ return call(resource_root.get, USERS_PATH, ApiUser, True, params=view and dict(view=view) or...
[ "def", "get_all_users", "(", "resource_root", ",", "view", "=", "None", ")", ":", "return", "call", "(", "resource_root", ".", "get", ",", "USERS_PATH", ",", "ApiUser", ",", "True", ",", "params", "=", "view", "and", "dict", "(", "view", "=", "view", "...
Get all users. @param resource_root: The root Resource object @param view: View to materialize ('full' or 'summary'). @return: A list of ApiUser objects.
[ "Get", "all", "users", "." ]
python
train
31.7
hyperledger/sawtooth-core
validator/sawtooth_validator/networking/dispatch.py
https://github.com/hyperledger/sawtooth-core/blob/8cf473bc2207e51f02bd182d825158a57d72b098/validator/sawtooth_validator/networking/dispatch.py#L125-L141
def remove_send_last_message(self, connection): """Removes a send_last_message function previously registered with the Dispatcher. Args: connection (str): A locally unique identifier provided by the receiver of messages. """ if connection in self._sen...
[ "def", "remove_send_last_message", "(", "self", ",", "connection", ")", ":", "if", "connection", "in", "self", ".", "_send_last_message", ":", "del", "self", ".", "_send_last_message", "[", "connection", "]", "LOGGER", ".", "debug", "(", "\"Removed send_last_messa...
Removes a send_last_message function previously registered with the Dispatcher. Args: connection (str): A locally unique identifier provided by the receiver of messages.
[ "Removes", "a", "send_last_message", "function", "previously", "registered", "with", "the", "Dispatcher", "." ]
python
train
44.117647
UCL-INGI/INGInious
inginious/frontend/pages/course_admin/submissions.py
https://github.com/UCL-INGI/INGInious/blob/cbda9a9c7f2b8e8eb1e6d7d51f0d18092086300c/inginious/frontend/pages/course_admin/submissions.py#L107-L111
def get_users(self, course): """ Returns a sorted list of users """ users = OrderedDict(sorted(list(self.user_manager.get_users_info(self.user_manager.get_course_registered_users(course)).items()), key=lambda k: k[1][0] if k[1] is not None else "")) return users
[ "def", "get_users", "(", "self", ",", "course", ")", ":", "users", "=", "OrderedDict", "(", "sorted", "(", "list", "(", "self", ".", "user_manager", ".", "get_users_info", "(", "self", ".", "user_manager", ".", "get_course_registered_users", "(", "course", "...
Returns a sorted list of users
[ "Returns", "a", "sorted", "list", "of", "users" ]
python
train
58.8
NASA-AMMOS/AIT-Core
ait/core/gds.py
https://github.com/NASA-AMMOS/AIT-Core/blob/9d85bd9c738e7a6a6fbdff672bea708238b02a3a/ait/core/gds.py#L306-L314
def extant_file(file): """ 'Type' for argparse - checks that file exists but does not open. """ if not os.path.exists(file): # Argparse uses the ArgumentTypeError to give a rejection message like: # error: argument input: file does not exist raise argparse.ArgumentTypeError("{0} ...
[ "def", "extant_file", "(", "file", ")", ":", "if", "not", "os", ".", "path", ".", "exists", "(", "file", ")", ":", "# Argparse uses the ArgumentTypeError to give a rejection message like:", "# error: argument input: file does not exist", "raise", "argparse", ".", "Argumen...
'Type' for argparse - checks that file exists but does not open.
[ "Type", "for", "argparse", "-", "checks", "that", "file", "exists", "but", "does", "not", "open", "." ]
python
train
39.666667
volafiled/python-volapi
volapi/volapi.py
https://github.com/volafiled/python-volapi/blob/5f0bc03dbde703264ac6ed494e2050761f688a3e/volapi/volapi.py#L749-L768
def fileinfo(self, fid): """Ask lain about what he knows about given file. If the given file exists in the file dict, it will get updated.""" if not isinstance(fid, str): raise TypeError("Your file ID must be a string") try: info = self.conn.make_call_with_cb("ge...
[ "def", "fileinfo", "(", "self", ",", "fid", ")", ":", "if", "not", "isinstance", "(", "fid", ",", "str", ")", ":", "raise", "TypeError", "(", "\"Your file ID must be a string\"", ")", "try", ":", "info", "=", "self", ".", "conn", ".", "make_call_with_cb", ...
Ask lain about what he knows about given file. If the given file exists in the file dict, it will get updated.
[ "Ask", "lain", "about", "what", "he", "knows", "about", "given", "file", ".", "If", "the", "given", "file", "exists", "in", "the", "file", "dict", "it", "will", "get", "updated", "." ]
python
train
41.55
openvax/varcode
varcode/string_helpers.py
https://github.com/openvax/varcode/blob/981633db45ca2b31f76c06894a7360ea5d70a9b8/varcode/string_helpers.py#L18-L39
def trim_shared_prefix(ref, alt): """ Sometimes mutations are given with a shared prefix between the reference and alternate strings. Examples: C>CT (nucleotides) or GYFP>G (amino acids). This function trims the common prefix and returns the disjoint ref and alt strings, along with the shared prefi...
[ "def", "trim_shared_prefix", "(", "ref", ",", "alt", ")", ":", "n_ref", "=", "len", "(", "ref", ")", "n_alt", "=", "len", "(", "alt", ")", "n_min", "=", "min", "(", "n_ref", ",", "n_alt", ")", "i", "=", "0", "while", "i", "<", "n_min", "and", "...
Sometimes mutations are given with a shared prefix between the reference and alternate strings. Examples: C>CT (nucleotides) or GYFP>G (amino acids). This function trims the common prefix and returns the disjoint ref and alt strings, along with the shared prefix.
[ "Sometimes", "mutations", "are", "given", "with", "a", "shared", "prefix", "between", "the", "reference", "and", "alternate", "strings", ".", "Examples", ":", "C", ">", "CT", "(", "nucleotides", ")", "or", "GYFP", ">", "G", "(", "amino", "acids", ")", "....
python
train
32.454545
DMSC-Instrument-Data/lewis
src/lewis/core/control_server.py
https://github.com/DMSC-Instrument-Data/lewis/blob/931d96b8c761550a6a58f6e61e202690db04233a/src/lewis/core/control_server.py#L219-L233
def remove_object(self, name): """ Remove the object exposed under that name. If no object is registered under the supplied name, a RuntimeError is raised. :param name: Name of object to be removed. """ if name not in self._object_map: raise RuntimeError('No ...
[ "def", "remove_object", "(", "self", ",", "name", ")", ":", "if", "name", "not", "in", "self", ".", "_object_map", ":", "raise", "RuntimeError", "(", "'No object with name {} is registered.'", ".", "format", "(", "name", ")", ")", "for", "fn_name", "in", "li...
Remove the object exposed under that name. If no object is registered under the supplied name, a RuntimeError is raised. :param name: Name of object to be removed.
[ "Remove", "the", "object", "exposed", "under", "that", "name", ".", "If", "no", "object", "is", "registered", "under", "the", "supplied", "name", "a", "RuntimeError", "is", "raised", "." ]
python
train
38.4
ArduPilot/MAVProxy
MAVProxy/modules/mavproxy_devop.py
https://github.com/ArduPilot/MAVProxy/blob/f50bdeff33064876f7dc8dc4683d278ff47f75d5/MAVProxy/modules/mavproxy_devop.py#L37-L56
def devop_read(self, args, bustype): '''read from device''' if len(args) < 5: print("Usage: devop read <spi|i2c> name bus address regstart count") return name = args[0] bus = int(args[1],base=0) address = int(args[2],base=0) reg = int(args[3],base=...
[ "def", "devop_read", "(", "self", ",", "args", ",", "bustype", ")", ":", "if", "len", "(", "args", ")", "<", "5", ":", "print", "(", "\"Usage: devop read <spi|i2c> name bus address regstart count\"", ")", "return", "name", "=", "args", "[", "0", "]", "bus", ...
read from device
[ "read", "from", "device" ]
python
train
43.25
CxAalto/gtfspy
gtfspy/gtfs.py
https://github.com/CxAalto/gtfspy/blob/bddba4b74faae6c1b91202f19184811e326547e5/gtfspy/gtfs.py#L957-L1018
def get_events_by_tripI_and_dsut(self, trip_I, day_start_ut, start_ut=None, end_ut=None): """ Get trip data as a list of events (i.e. dicts). Parameters ---------- trip_I : int shorthand index of the trip. day_start_ut : i...
[ "def", "get_events_by_tripI_and_dsut", "(", "self", ",", "trip_I", ",", "day_start_ut", ",", "start_ut", "=", "None", ",", "end_ut", "=", "None", ")", ":", "# for checking input:", "assert", "day_start_ut", "<=", "start_ut", "assert", "day_start_ut", "<=", "end_ut...
Get trip data as a list of events (i.e. dicts). Parameters ---------- trip_I : int shorthand index of the trip. day_start_ut : int the start time of the day in unix time (seconds) start_ut : int, optional consider only events that start after ...
[ "Get", "trip", "data", "as", "a", "list", "of", "events", "(", "i", ".", "e", ".", "dicts", ")", "." ]
python
valid
35.774194
horazont/aioxmpp
aioxmpp/carbons/service.py
https://github.com/horazont/aioxmpp/blob/22a68e5e1d23f2a4dee470092adbd4672f9ef061/aioxmpp/carbons/service.py#L74-L90
def enable(self): """ Enable message carbons. :raises RuntimeError: if the server does not support message carbons. :raises aioxmpp.XMPPError: if the server responded with an error to the request. :raises: as specified in :meth:`aioxmpp.Client....
[ "def", "enable", "(", "self", ")", ":", "yield", "from", "self", ".", "_check_for_feature", "(", ")", "iq", "=", "aioxmpp", ".", "IQ", "(", "type_", "=", "aioxmpp", ".", "IQType", ".", "SET", ",", "payload", "=", "carbons_xso", ".", "Enable", "(", ")...
Enable message carbons. :raises RuntimeError: if the server does not support message carbons. :raises aioxmpp.XMPPError: if the server responded with an error to the request. :raises: as specified in :meth:`aioxmpp.Client.send`
[ "Enable", "message", "carbons", "." ]
python
train
30.705882
Jajcus/pyxmpp2
pyxmpp2/transport.py
https://github.com/Jajcus/pyxmpp2/blob/14a40a3950910a9cd008b55f0d8905aa0186ce18/pyxmpp2/transport.py#L571-L586
def wait_for_readability(self): """ Stop current thread until the channel is readable. :Return: `False` if it won't be readable (e.g. is closed) """ with self.lock: while True: if self._socket is None or self._eof: return False ...
[ "def", "wait_for_readability", "(", "self", ")", ":", "with", "self", ".", "lock", ":", "while", "True", ":", "if", "self", ".", "_socket", "is", "None", "or", "self", ".", "_eof", ":", "return", "False", "if", "self", ".", "_state", "in", "(", "\"co...
Stop current thread until the channel is readable. :Return: `False` if it won't be readable (e.g. is closed)
[ "Stop", "current", "thread", "until", "the", "channel", "is", "readable", "." ]
python
valid
37.3125
mixmastamyk/console
console/windows.py
https://github.com/mixmastamyk/console/blob/afe6c95d5a7b83d85376f450454e3769e4a5c3d0/console/windows.py#L199-L203
def set_position(x, y, stream=STD_OUTPUT_HANDLE): ''' Sets current position of the cursor. ''' stream = kernel32.GetStdHandle(stream) value = x + (y << 16) kernel32.SetConsoleCursorPosition(stream, c_long(value))
[ "def", "set_position", "(", "x", ",", "y", ",", "stream", "=", "STD_OUTPUT_HANDLE", ")", ":", "stream", "=", "kernel32", ".", "GetStdHandle", "(", "stream", ")", "value", "=", "x", "+", "(", "y", "<<", "16", ")", "kernel32", ".", "SetConsoleCursorPositio...
Sets current position of the cursor.
[ "Sets", "current", "position", "of", "the", "cursor", "." ]
python
train
44.8
NetEaseGame/ATX
atx/drivers/webdriver.py
https://github.com/NetEaseGame/ATX/blob/f4415c57b45cb0730e08899cbc92a2af1c047ffb/atx/drivers/webdriver.py#L77-L85
def screenshot(self): """Take screenshot Return: PIL.Image """ url = urljoin(self.__device_url, "screenshot") r = httpdo('GET', url) raw_image = base64.b64decode(r.value) return Image.open(StringIO(raw_image))
[ "def", "screenshot", "(", "self", ")", ":", "url", "=", "urljoin", "(", "self", ".", "__device_url", ",", "\"screenshot\"", ")", "r", "=", "httpdo", "(", "'GET'", ",", "url", ")", "raw_image", "=", "base64", ".", "b64decode", "(", "r", ".", "value", ...
Take screenshot Return: PIL.Image
[ "Take", "screenshot", "Return", ":", "PIL", ".", "Image" ]
python
train
30.777778
StackStorm/pybind
pybind/nos/v6_0_2f/interface/fortygigabitethernet/ipv6/ipv6_nd_ra/ipv6_intf_cmds/nd/prefix/lifetime/__init__.py
https://github.com/StackStorm/pybind/blob/44c467e71b2b425be63867aba6e6fa28b2cfe7fb/pybind/nos/v6_0_2f/interface/fortygigabitethernet/ipv6/ipv6_nd_ra/ipv6_intf_cmds/nd/prefix/lifetime/__init__.py#L128-L149
def _set_valid_lifetime(self, v, load=False): """ Setter method for valid_lifetime, mapped from YANG variable /interface/fortygigabitethernet/ipv6/ipv6_nd_ra/ipv6_intf_cmds/nd/prefix/lifetime/valid_lifetime (common-def:time-interval-sec) If this variable is read-only (config: false) in the source YANG f...
[ "def", "_set_valid_lifetime", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", ...
Setter method for valid_lifetime, mapped from YANG variable /interface/fortygigabitethernet/ipv6/ipv6_nd_ra/ipv6_intf_cmds/nd/prefix/lifetime/valid_lifetime (common-def:time-interval-sec) If this variable is read-only (config: false) in the source YANG file, then _set_valid_lifetime is considered as a private ...
[ "Setter", "method", "for", "valid_lifetime", "mapped", "from", "YANG", "variable", "/", "interface", "/", "fortygigabitethernet", "/", "ipv6", "/", "ipv6_nd_ra", "/", "ipv6_intf_cmds", "/", "nd", "/", "prefix", "/", "lifetime", "/", "valid_lifetime", "(", "commo...
python
train
104.181818
maas/python-libmaas
maas/client/viscera/nodes.py
https://github.com/maas/python-libmaas/blob/4092c68ef7fb1753efc843569848e2bcc3415002/maas/client/viscera/nodes.py#L140-L143
async def get_power_parameters(self): """Get the power paramters for this node.""" data = await self._handler.power_parameters(system_id=self.system_id) return data
[ "async", "def", "get_power_parameters", "(", "self", ")", ":", "data", "=", "await", "self", ".", "_handler", ".", "power_parameters", "(", "system_id", "=", "self", ".", "system_id", ")", "return", "data" ]
Get the power paramters for this node.
[ "Get", "the", "power", "paramters", "for", "this", "node", "." ]
python
train
46.25
UCL-INGI/INGInious
inginious/agent/__init__.py
https://github.com/UCL-INGI/INGInious/blob/cbda9a9c7f2b8e8eb1e6d7d51f0d18092086300c/inginious/agent/__init__.py#L147-L150
async def __handle_ping(self, _ : Ping): """ Handle a Ping message. Pong the backend """ self.__last_ping = time.time() await ZMQUtils.send(self.__backend_socket, Pong())
[ "async", "def", "__handle_ping", "(", "self", ",", "_", ":", "Ping", ")", ":", "self", ".", "__last_ping", "=", "time", ".", "time", "(", ")", "await", "ZMQUtils", ".", "send", "(", "self", ".", "__backend_socket", ",", "Pong", "(", ")", ")" ]
Handle a Ping message. Pong the backend
[ "Handle", "a", "Ping", "message", ".", "Pong", "the", "backend" ]
python
train
47.75
bitly/asyncmongo
asyncmongo/cursor.py
https://github.com/bitly/asyncmongo/blob/3da47c96d4592ec9e8b3ef5cf1b7d5b439ab3a5b/asyncmongo/cursor.py#L421-L430
def __query_options(self): """Get the query options string to use for this query.""" options = 0 if self.__tailable: options |= _QUERY_OPTIONS["tailable_cursor"] if self.__slave_okay or self.__pool._slave_okay: options |= _QUERY_OPTIONS["slave_okay"] if no...
[ "def", "__query_options", "(", "self", ")", ":", "options", "=", "0", "if", "self", ".", "__tailable", ":", "options", "|=", "_QUERY_OPTIONS", "[", "\"tailable_cursor\"", "]", "if", "self", ".", "__slave_okay", "or", "self", ".", "__pool", ".", "_slave_okay"...
Get the query options string to use for this query.
[ "Get", "the", "query", "options", "string", "to", "use", "for", "this", "query", "." ]
python
train
40.3
sentinelsat/sentinelsat
sentinelsat/sentinel.py
https://github.com/sentinelsat/sentinelsat/blob/eacfd79ff4e7e939147db9dfdd393c67d64eecaa/sentinelsat/sentinel.py#L216-L247
def query_raw(self, query, order_by=None, limit=None, offset=0): """ Do a full-text query on the OpenSearch API using the format specified in https://scihub.copernicus.eu/twiki/do/view/SciHubUserGuide/3FullTextSearch DEPRECATED: use :meth:`query(raw=...) <.query>` instead. This method w...
[ "def", "query_raw", "(", "self", ",", "query", ",", "order_by", "=", "None", ",", "limit", "=", "None", ",", "offset", "=", "0", ")", ":", "warnings", ".", "warn", "(", "\"query_raw() has been merged with query(). use query(raw=...) instead.\"", ",", "PendingDepre...
Do a full-text query on the OpenSearch API using the format specified in https://scihub.copernicus.eu/twiki/do/view/SciHubUserGuide/3FullTextSearch DEPRECATED: use :meth:`query(raw=...) <.query>` instead. This method will be removed in the next major release. Parameters ---------- ...
[ "Do", "a", "full", "-", "text", "query", "on", "the", "OpenSearch", "API", "using", "the", "format", "specified", "in", "https", ":", "//", "scihub", ".", "copernicus", ".", "eu", "/", "twiki", "/", "do", "/", "view", "/", "SciHubUserGuide", "/", "3Ful...
python
train
44.0625
zarr-developers/zarr
zarr/core.py
https://github.com/zarr-developers/zarr/blob/fb8e6d5ea6bc26e451e5cf0eaaee36977556d5b5/zarr/core.py#L2102-L2242
def view(self, shape=None, chunks=None, dtype=None, fill_value=None, filters=None, read_only=None, synchronizer=None): """Return an array sharing the same data. Parameters ---------- shape : int or tuple of ints Array shape. chunks : int or ...
[ "def", "view", "(", "self", ",", "shape", "=", "None", ",", "chunks", "=", "None", ",", "dtype", "=", "None", ",", "fill_value", "=", "None", ",", "filters", "=", "None", ",", "read_only", "=", "None", ",", "synchronizer", "=", "None", ")", ":", "s...
Return an array sharing the same data. Parameters ---------- shape : int or tuple of ints Array shape. chunks : int or tuple of ints, optional Chunk shape. dtype : string or dtype, optional NumPy dtype. fill_value : object ...
[ "Return", "an", "array", "sharing", "the", "same", "data", "." ]
python
train
34.028369
rsalmei/clearly
clearly/server.py
https://github.com/rsalmei/clearly/blob/fd784843d13f0fed28fc192565bec3668f1363f4/clearly/server.py#L148-L154
def find_task(self, request, context): """Finds one specific task.""" _log_request(request, context) task = self.listener.memory.tasks.get(request.task_uuid) if not task: return clearly_pb2.TaskMessage() return ClearlyServer._event_to_pb(task)[1]
[ "def", "find_task", "(", "self", ",", "request", ",", "context", ")", ":", "_log_request", "(", "request", ",", "context", ")", "task", "=", "self", ".", "listener", ".", "memory", ".", "tasks", ".", "get", "(", "request", ".", "task_uuid", ")", "if", ...
Finds one specific task.
[ "Finds", "one", "specific", "task", "." ]
python
train
41.714286
samuraisam/pyapns
pyapns/client.py
https://github.com/samuraisam/pyapns/blob/78c1875f28f8af51c7dd7f60d4436a8b282b0394/pyapns/client.py#L44-L68
def reprovision_and_retry(func): """ Wraps the `errback` callback of the API functions, automatically trying to re-provision if the app ID can not be found during the operation. If that's unsuccessful, it will raise the UnknownAppID error. """ @functools.wraps(func) def wrapper(*a, **kw): errback = kw...
[ "def", "reprovision_and_retry", "(", "func", ")", ":", "@", "functools", ".", "wraps", "(", "func", ")", "def", "wrapper", "(", "*", "a", ",", "*", "*", "kw", ")", ":", "errback", "=", "kw", ".", "get", "(", "'errback'", ",", "None", ")", "if", "...
Wraps the `errback` callback of the API functions, automatically trying to re-provision if the app ID can not be found during the operation. If that's unsuccessful, it will raise the UnknownAppID error.
[ "Wraps", "the", "errback", "callback", "of", "the", "API", "functions", "automatically", "trying", "to", "re", "-", "provision", "if", "the", "app", "ID", "can", "not", "be", "found", "during", "the", "operation", ".", "If", "that", "s", "unsuccessful", "i...
python
train
36.68
JdeRobot/base
src/drivers/MAVLinkServer/MAVProxy/pymavlink/dialects/v20/ualberta.py
https://github.com/JdeRobot/base/blob/303b18992785b2fe802212f2d758a60873007f1f/src/drivers/MAVLinkServer/MAVProxy/pymavlink/dialects/v20/ualberta.py#L7409-L7421
def radio_calibration_send(self, aileron, elevator, rudder, gyro, pitch, throttle, force_mavlink1=False): ''' Complete set of calibration parameters for the radio aileron : Aileron setpoints: left, center, right (uint16_t) elevator ...
[ "def", "radio_calibration_send", "(", "self", ",", "aileron", ",", "elevator", ",", "rudder", ",", "gyro", ",", "pitch", ",", "throttle", ",", "force_mavlink1", "=", "False", ")", ":", "return", "self", ".", "send", "(", "self", ".", "radio_calibration_encod...
Complete set of calibration parameters for the radio aileron : Aileron setpoints: left, center, right (uint16_t) elevator : Elevator setpoints: nose down, center, nose up (uint16_t) rudder : Rudder setpoints: nose lef...
[ "Complete", "set", "of", "calibration", "parameters", "for", "the", "radio" ]
python
train
72.230769
glyph/automat
automat/_core.py
https://github.com/glyph/automat/blob/80c6eb925eeef120443f4f9c81398bea629884b8/automat/_core.py#L114-L126
def states(self): """ All valid states; "Q" in the mathematical description of a state machine. """ return frozenset( chain.from_iterable( (inState, outState) for (inState, inputSymbol, outState, outputSymbol) ...
[ "def", "states", "(", "self", ")", ":", "return", "frozenset", "(", "chain", ".", "from_iterable", "(", "(", "inState", ",", "outState", ")", "for", "(", "inState", ",", "inputSymbol", ",", "outState", ",", "outputSymbol", ")", "in", "self", ".", "_trans...
All valid states; "Q" in the mathematical description of a state machine.
[ "All", "valid", "states", ";", "Q", "in", "the", "mathematical", "description", "of", "a", "state", "machine", "." ]
python
train
27.538462
eyurtsev/FlowCytometryTools
fabfile.py
https://github.com/eyurtsev/FlowCytometryTools/blob/4355632508b875273d68c7e2972c17668bcf7b40/fabfile.py#L95-L108
def pypi_register(server='pypitest'): """Register and prep user for PyPi upload. .. note:: May need to weak ~/.pypirc file per issue: http://stackoverflow.com/questions/1569315 """ base_command = 'python setup.py register' if server == 'pypitest': command = base_command + ' -r http...
[ "def", "pypi_register", "(", "server", "=", "'pypitest'", ")", ":", "base_command", "=", "'python setup.py register'", "if", "server", "==", "'pypitest'", ":", "command", "=", "base_command", "+", "' -r https://testpypi.python.org/pypi'", "else", ":", "command", "=", ...
Register and prep user for PyPi upload. .. note:: May need to weak ~/.pypirc file per issue: http://stackoverflow.com/questions/1569315
[ "Register", "and", "prep", "user", "for", "PyPi", "upload", "." ]
python
train
29.571429
chrisvoncsefalvay/diffiehellman
diffiehellman/decorators.py
https://github.com/chrisvoncsefalvay/diffiehellman/blob/06e656ea918c6c069d931a4e9443cb4b57d0a0cb/diffiehellman/decorators.py#L32-L44
def requires_private_key(func): """ Decorator for functions that require the private key to be defined. """ def func_wrapper(self, *args, **kwargs): if hasattr(self, "_DiffieHellman__private_key"): func(self, *args, **kwargs) else: self.generate_private_key() ...
[ "def", "requires_private_key", "(", "func", ")", ":", "def", "func_wrapper", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "if", "hasattr", "(", "self", ",", "\"_DiffieHellman__private_key\"", ")", ":", "func", "(", "self", ",", "*", ...
Decorator for functions that require the private key to be defined.
[ "Decorator", "for", "functions", "that", "require", "the", "private", "key", "to", "be", "defined", "." ]
python
train
28.384615
urinieto/msaf
msaf/input_output.py
https://github.com/urinieto/msaf/blob/9dbb57d77a1310465a65cc40f1641d083ca74385/msaf/input_output.py#L53-L101
def read_estimations(est_file, boundaries_id, labels_id=None, **params): """Reads the estimations (boundaries and/or labels) from a jams file containing the estimations of an algorithm. Parameters ---------- est_file : str Path to the estimated file (JAMS file). boundaries_id : str ...
[ "def", "read_estimations", "(", "est_file", ",", "boundaries_id", ",", "labels_id", "=", "None", ",", "*", "*", "params", ")", ":", "# Open file and read jams", "jam", "=", "jams", ".", "load", "(", "est_file", ")", "# Find correct estimation", "est", "=", "fi...
Reads the estimations (boundaries and/or labels) from a jams file containing the estimations of an algorithm. Parameters ---------- est_file : str Path to the estimated file (JAMS file). boundaries_id : str Identifier of the algorithm used to compute the boundaries. labels_id : ...
[ "Reads", "the", "estimations", "(", "boundaries", "and", "/", "or", "labels", ")", "from", "a", "jams", "file", "containing", "the", "estimations", "of", "an", "algorithm", "." ]
python
test
33.979592
edibledinos/pwnypack
pwnypack/main.py
https://github.com/edibledinos/pwnypack/blob/e0a5a8e6ef3f4f1f7e1b91ee379711f4a49cb0e6/pwnypack/main.py#L36-L46
def binary_value_or_stdin(value): """ Return fsencoded value or read raw data from stdin if value is None. """ if value is None: reader = io.open(sys.stdin.fileno(), mode='rb', closefd=False) return reader.read() elif six.PY3: return os.fsencode(value) else: retur...
[ "def", "binary_value_or_stdin", "(", "value", ")", ":", "if", "value", "is", "None", ":", "reader", "=", "io", ".", "open", "(", "sys", ".", "stdin", ".", "fileno", "(", ")", ",", "mode", "=", "'rb'", ",", "closefd", "=", "False", ")", "return", "r...
Return fsencoded value or read raw data from stdin if value is None.
[ "Return", "fsencoded", "value", "or", "read", "raw", "data", "from", "stdin", "if", "value", "is", "None", "." ]
python
train
28.818182
ParthKolekar/parthsql
parthsql/parthsql.py
https://github.com/ParthKolekar/parthsql/blob/98b69448aeaca1331c9db29bc85e731702a6b0d9/parthsql/parthsql.py#L136-L143
def get_column_list_prefixed(self): """ Returns a list of columns """ return map( lambda x: ".".join([self.name, x]), self.columns )
[ "def", "get_column_list_prefixed", "(", "self", ")", ":", "return", "map", "(", "lambda", "x", ":", "\".\"", ".", "join", "(", "[", "self", ".", "name", ",", "x", "]", ")", ",", "self", ".", "columns", ")" ]
Returns a list of columns
[ "Returns", "a", "list", "of", "columns" ]
python
train
24.125
saltstack/salt
salt/runners/vault.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/runners/vault.py#L166-L189
def _get_policies(minion_id, config): ''' Get the policies that should be applied to a token for minion_id ''' _, grains, _ = salt.utils.minions.get_minion_data(minion_id, __opts__) policy_patterns = config.get( 'policies', ['saltstac...
[ "def", "_get_policies", "(", "minion_id", ",", "config", ")", ":", "_", ",", "grains", ",", "_", "=", "salt", ".", "utils", ".", "minions", ".", "get_minion_data", "(", "minion_id", ",", "__opts__", ")", "policy_patterns", "=", "config", ".", "get", "(",...
Get the policies that should be applied to a token for minion_id
[ "Get", "the", "policies", "that", "should", "be", "applied", "to", "a", "token", "for", "minion_id" ]
python
train
40.166667
autokey/autokey
lib/autokey/qtapp.py
https://github.com/autokey/autokey/blob/35decb72f286ce68cd2a1f09ace8891a520b58d1/lib/autokey/qtapp.py#L305-L312
def show_configure(self): """ Show the configuration window, or deiconify (un-minimise) it if it's already open. """ logging.info("Displaying configuration window") self.configWindow.show() self.configWindow.showNormal() self.configWindow.activateWindow()
[ "def", "show_configure", "(", "self", ")", ":", "logging", ".", "info", "(", "\"Displaying configuration window\"", ")", "self", ".", "configWindow", ".", "show", "(", ")", "self", ".", "configWindow", ".", "showNormal", "(", ")", "self", ".", "configWindow", ...
Show the configuration window, or deiconify (un-minimise) it if it's already open.
[ "Show", "the", "configuration", "window", "or", "deiconify", "(", "un", "-", "minimise", ")", "it", "if", "it", "s", "already", "open", "." ]
python
train
38
PmagPy/PmagPy
pmagpy/pmag.py
https://github.com/PmagPy/PmagPy/blob/c7984f8809bf40fe112e53dcc311a33293b62d0b/pmagpy/pmag.py#L10888-L10971
def chart_maker(Int, Top, start=100, outfile='chart.txt'): """ Makes a chart for performing IZZI experiments. Print out the file and tape it to the oven. This chart will help keep track of the different steps. Z : performed in zero field - enter the temperature XXX.0 in the sio formatted me...
[ "def", "chart_maker", "(", "Int", ",", "Top", ",", "start", "=", "100", ",", "outfile", "=", "'chart.txt'", ")", ":", "low", ",", "k", ",", "iz", "=", "start", ",", "0", ",", "0", "Tzero", "=", "[", "]", "f", "=", "open", "(", "'chart.txt'", ",...
Makes a chart for performing IZZI experiments. Print out the file and tape it to the oven. This chart will help keep track of the different steps. Z : performed in zero field - enter the temperature XXX.0 in the sio formatted measurement file created by the LabView program I : performed in the ...
[ "Makes", "a", "chart", "for", "performing", "IZZI", "experiments", ".", "Print", "out", "the", "file", "and", "tape", "it", "to", "the", "oven", ".", "This", "chart", "will", "help", "keep", "track", "of", "the", "different", "steps", ".", "Z", ":", "p...
python
train
39.345238
shichao-an/115wangpan
u115/api.py
https://github.com/shichao-an/115wangpan/blob/e7cc935313f675e886bceca831fcffcdedf1e880/u115/api.py#L490-L507
def download(self, obj, path=None, show_progress=True, resume=True, auto_retry=True, proapi=False): """ Download a file :param obj: :class:`.File` object :param str path: local path :param bool show_progress: whether to show download progress :param bool...
[ "def", "download", "(", "self", ",", "obj", ",", "path", "=", "None", ",", "show_progress", "=", "True", ",", "resume", "=", "True", ",", "auto_retry", "=", "True", ",", "proapi", "=", "False", ")", ":", "url", "=", "obj", ".", "get_download_url", "(...
Download a file :param obj: :class:`.File` object :param str path: local path :param bool show_progress: whether to show download progress :param bool resume: whether to resume on unfinished downloads identified by filename :param bool auto_retry: whether to retry au...
[ "Download", "a", "file" ]
python
train
43.833333
agile-geoscience/striplog
striplog/utils.py
https://github.com/agile-geoscience/striplog/blob/8033b673a151f96c29802b43763e863519a3124c/striplog/utils.py#L97-L120
def convert_field(self, value, conversion): """ Define some extra field conversion functions. """ try: # If the normal behaviour works, do it. s = super(CustomFormatter, self) return s.convert_field(value, conversion) except ValueError: funcs ...
[ "def", "convert_field", "(", "self", ",", "value", ",", "conversion", ")", ":", "try", ":", "# If the normal behaviour works, do it.", "s", "=", "super", "(", "CustomFormatter", ",", "self", ")", "return", "s", ".", "convert_field", "(", "value", ",", "convers...
Define some extra field conversion functions.
[ "Define", "some", "extra", "field", "conversion", "functions", "." ]
python
test
36.708333
junzis/pyModeS
pyModeS/extra/aero.py
https://github.com/junzis/pyModeS/blob/8cd5655a04b08171a9ad5f1ffd232b7e0178ea53/pyModeS/extra/aero.py#L150-L154
def tas2eas(Vtas, H): """True Airspeed to Equivalent Airspeed""" rho = density(H) Veas = Vtas * np.sqrt(rho/rho0) return Veas
[ "def", "tas2eas", "(", "Vtas", ",", "H", ")", ":", "rho", "=", "density", "(", "H", ")", "Veas", "=", "Vtas", "*", "np", ".", "sqrt", "(", "rho", "/", "rho0", ")", "return", "Veas" ]
True Airspeed to Equivalent Airspeed
[ "True", "Airspeed", "to", "Equivalent", "Airspeed" ]
python
train
27.4
rodluger/everest
everest/missions/k2/pbs.py
https://github.com/rodluger/everest/blob/6779591f9f8b3556847e2fbf761bdfac7520eaea/everest/missions/k2/pbs.py#L78-L111
def _Download(campaign, subcampaign): ''' Download all stars from a given campaign. This is called from ``missions/k2/download.pbs`` ''' # Are we doing a subcampaign? if subcampaign != -1: campaign = campaign + 0.1 * subcampaign # Get all star IDs for this campaign stars = [s[0...
[ "def", "_Download", "(", "campaign", ",", "subcampaign", ")", ":", "# Are we doing a subcampaign?", "if", "subcampaign", "!=", "-", "1", ":", "campaign", "=", "campaign", "+", "0.1", "*", "subcampaign", "# Get all star IDs for this campaign", "stars", "=", "[", "s...
Download all stars from a given campaign. This is called from ``missions/k2/download.pbs``
[ "Download", "all", "stars", "from", "a", "given", "campaign", ".", "This", "is", "called", "from", "missions", "/", "k2", "/", "download", ".", "pbs" ]
python
train
39.911765
wndhydrnt/python-oauth2
oauth2/store/memcache.py
https://github.com/wndhydrnt/python-oauth2/blob/abe3bf5f27bda2ff737cab387b040e2e6e85c2e2/oauth2/store/memcache.py#L98-L105
def delete_refresh_token(self, refresh_token): """ Deletes a refresh token after use :param refresh_token: The refresh token to delete. """ access_token = self.fetch_by_refresh_token(refresh_token) self.mc.delete(self._generate_cache_key(access_token.token)) self....
[ "def", "delete_refresh_token", "(", "self", ",", "refresh_token", ")", ":", "access_token", "=", "self", ".", "fetch_by_refresh_token", "(", "refresh_token", ")", "self", ".", "mc", ".", "delete", "(", "self", ".", "_generate_cache_key", "(", "access_token", "."...
Deletes a refresh token after use :param refresh_token: The refresh token to delete.
[ "Deletes", "a", "refresh", "token", "after", "use", ":", "param", "refresh_token", ":", "The", "refresh", "token", "to", "delete", "." ]
python
train
45.375
lesscpy/lesscpy
lesscpy/lessc/scope.py
https://github.com/lesscpy/lesscpy/blob/51e392fb4a3cd4ccfb6175e0e42ce7d2f6b78126/lesscpy/lessc/scope.py#L109-L120
def mixins(self, name): """ Search mixins for name. Allow '>' to be ignored. '.a .b()' == '.a > .b()' Args: name (string): Search term Returns: Mixin object list OR False """ m = self._smixins(name) if m: return m return...
[ "def", "mixins", "(", "self", ",", "name", ")", ":", "m", "=", "self", ".", "_smixins", "(", "name", ")", "if", "m", ":", "return", "m", "return", "self", ".", "_smixins", "(", "name", ".", "replace", "(", "'?>?'", ",", "' '", ")", ")" ]
Search mixins for name. Allow '>' to be ignored. '.a .b()' == '.a > .b()' Args: name (string): Search term Returns: Mixin object list OR False
[ "Search", "mixins", "for", "name", ".", "Allow", ">", "to", "be", "ignored", ".", ".", "a", ".", "b", "()", "==", ".", "a", ">", ".", "b", "()", "Args", ":", "name", "(", "string", ")", ":", "Search", "term", "Returns", ":", "Mixin", "object", ...
python
valid
29.083333
inasafe/inasafe
safe/utilities/settings.py
https://github.com/inasafe/inasafe/blob/831d60abba919f6d481dc94a8d988cc205130724/safe/utilities/settings.py#L61-L97
def general_setting(key, default=None, expected_type=None, qsettings=None): """Helper function to get a value from settings. :param key: Unique key for setting. :type key: basestring :param default: The default value in case of the key is not found or there is an error. :type default: base...
[ "def", "general_setting", "(", "key", ",", "default", "=", "None", ",", "expected_type", "=", "None", ",", "qsettings", "=", "None", ")", ":", "if", "qsettings", "is", "None", ":", "qsettings", "=", "QSettings", "(", ")", "try", ":", "if", "isinstance", ...
Helper function to get a value from settings. :param key: Unique key for setting. :type key: basestring :param default: The default value in case of the key is not found or there is an error. :type default: basestring, None, boolean, int, float :param expected_type: The type of object exp...
[ "Helper", "function", "to", "get", "a", "value", "from", "settings", "." ]
python
train
34.081081
cfobel/pygtk3-helpers
pygtk3_helpers/delegates.py
https://github.com/cfobel/pygtk3-helpers/blob/ae793cb34a5c1bbe40cc83bb8a6084f0eeed2519/pygtk3_helpers/delegates.py#L103-L112
def add_slave(self, slave, container_name="widget"): """Add a slave delegate """ cont = getattr(self, container_name, None) if cont is None: raise AttributeError( 'Container name must be a member of the delegate') cont.add(slave.widget) self.sl...
[ "def", "add_slave", "(", "self", ",", "slave", ",", "container_name", "=", "\"widget\"", ")", ":", "cont", "=", "getattr", "(", "self", ",", "container_name", ",", "None", ")", "if", "cont", "is", "None", ":", "raise", "AttributeError", "(", "'Container na...
Add a slave delegate
[ "Add", "a", "slave", "delegate" ]
python
train
35
Microsoft/nni
examples/trials/sklearn/regression/main.py
https://github.com/Microsoft/nni/blob/c7cc8db32da8d2ec77a382a55089f4e17247ce41/examples/trials/sklearn/regression/main.py#L33-L46
def load_data(): '''Load dataset, use boston dataset''' boston = load_boston() X_train, X_test, y_train, y_test = train_test_split(boston.data, boston.target, random_state=99, test_size=0.25) #normalize data ss_X = StandardScaler() ss_y = StandardScaler() X_train = ss_X.fit_transform(X_trai...
[ "def", "load_data", "(", ")", ":", "boston", "=", "load_boston", "(", ")", "X_train", ",", "X_test", ",", "y_train", ",", "y_test", "=", "train_test_split", "(", "boston", ".", "data", ",", "boston", ".", "target", ",", "random_state", "=", "99", ",", ...
Load dataset, use boston dataset
[ "Load", "dataset", "use", "boston", "dataset" ]
python
train
35.428571
underscorephil/dayonelib
dayonelib/__init__.py
https://github.com/underscorephil/dayonelib/blob/4df134f601abcb033ec04cf7596f25ee25d44661/dayonelib/__init__.py#L68-L71
def time(self, t): """Convert any timestamp into a datetime and save as _time""" _time = arrow.get(t).format('YYYY-MM-DDTHH:mm:ss') self._time = datetime.datetime.strptime(_time, '%Y-%m-%dT%H:%M:%S')
[ "def", "time", "(", "self", ",", "t", ")", ":", "_time", "=", "arrow", ".", "get", "(", "t", ")", ".", "format", "(", "'YYYY-MM-DDTHH:mm:ss'", ")", "self", ".", "_time", "=", "datetime", ".", "datetime", ".", "strptime", "(", "_time", ",", "'%Y-%m-%d...
Convert any timestamp into a datetime and save as _time
[ "Convert", "any", "timestamp", "into", "a", "datetime", "and", "save", "as", "_time" ]
python
valid
55
erikrose/parsimonious
parsimonious/expressions.py
https://github.com/erikrose/parsimonious/blob/12263be5ceca89344905c2c3eb9ac5a603e976e1/parsimonious/expressions.py#L278-L285
def _uncached_match(self, text, pos, cache, error): """Return length of match, ``None`` if no match.""" m = self.re.match(text, pos) if m is not None: span = m.span() node = RegexNode(self, text, pos, pos + span[1] - span[0]) node.match = m # TODO: A terrible...
[ "def", "_uncached_match", "(", "self", ",", "text", ",", "pos", ",", "cache", ",", "error", ")", ":", "m", "=", "self", ".", "re", ".", "match", "(", "text", ",", "pos", ")", "if", "m", "is", "not", "None", ":", "span", "=", "m", ".", "span", ...
Return length of match, ``None`` if no match.
[ "Return", "length", "of", "match", "None", "if", "no", "match", "." ]
python
train
44.75
klahnakoski/pyLibrary
mo_math/vendor/strangman/stats.py
https://github.com/klahnakoski/pyLibrary/blob/fa2dcbc48fda8d26999baef400e9a98149e0b982/mo_math/vendor/strangman/stats.py#L358-L374
def moment(inlist, moment=1): """ Calculates the nth moment about the mean for a sample (defaults to the 1st moment). Used to calculate coefficients of skewness and kurtosis. Usage: lmoment(inlist,moment=1) Returns: appropriate moment (r) from pyLibrary. 1/n * SUM((inlist(i)-mean)**r) """ if moment == 1: ...
[ "def", "moment", "(", "inlist", ",", "moment", "=", "1", ")", ":", "if", "moment", "==", "1", ":", "return", "0.0", "else", ":", "mn", "=", "mean", "(", "inlist", ")", "n", "=", "len", "(", "inlist", ")", "s", "=", "0", "for", "x", "in", "inl...
Calculates the nth moment about the mean for a sample (defaults to the 1st moment). Used to calculate coefficients of skewness and kurtosis. Usage: lmoment(inlist,moment=1) Returns: appropriate moment (r) from pyLibrary. 1/n * SUM((inlist(i)-mean)**r)
[ "Calculates", "the", "nth", "moment", "about", "the", "mean", "for", "a", "sample", "(", "defaults", "to", "the", "1st", "moment", ")", ".", "Used", "to", "calculate", "coefficients", "of", "skewness", "and", "kurtosis", "." ]
python
train
28.588235
bwohlberg/sporco
sporco/prox/_l1proj.py
https://github.com/bwohlberg/sporco/blob/8946a04331106f4e39904fbdf2dc7351900baa04/sporco/prox/_l1proj.py#L79-L106
def _proj_l1_scalar_root(v, gamma): r"""Projection operator of the :math:`\ell_1` norm. The solution is computed via the method of Sec. 6.5.2 in :cite:`parikh-2014-proximal`. There is no `axis` parameter since the algorithm for computing the solution treats the input `v` as a single vector. Param...
[ "def", "_proj_l1_scalar_root", "(", "v", ",", "gamma", ")", ":", "if", "norm_l1", "(", "v", ")", "<=", "gamma", ":", "return", "v", "else", ":", "av", "=", "np", ".", "abs", "(", "v", ")", "fn", "=", "lambda", "t", ":", "np", ".", "sum", "(", ...
r"""Projection operator of the :math:`\ell_1` norm. The solution is computed via the method of Sec. 6.5.2 in :cite:`parikh-2014-proximal`. There is no `axis` parameter since the algorithm for computing the solution treats the input `v` as a single vector. Parameters ---------- v : array_like ...
[ "r", "Projection", "operator", "of", "the", ":", "math", ":", "\\", "ell_1", "norm", ".", "The", "solution", "is", "computed", "via", "the", "method", "of", "Sec", ".", "6", ".", "5", ".", "2", "in", ":", "cite", ":", "parikh", "-", "2014", "-", ...
python
train
24.892857
open-homeautomation/pknx
knxip/conversion.py
https://github.com/open-homeautomation/pknx/blob/a8aed8271563923c447aa330ba7c1c2927286f7a/knxip/conversion.py#L83-L95
def knx_to_date(knxdata): """Convert a 3 byte KNX data object to a date""" if len(knxdata) != 3: raise KNXException("Can only convert a 3 Byte object to date") year = knxdata[2] if year >= 90: year += 1900 else: year += 2000 return date(year, knxdata[1], knxdata[0])
[ "def", "knx_to_date", "(", "knxdata", ")", ":", "if", "len", "(", "knxdata", ")", "!=", "3", ":", "raise", "KNXException", "(", "\"Can only convert a 3 Byte object to date\"", ")", "year", "=", "knxdata", "[", "2", "]", "if", "year", ">=", "90", ":", "year...
Convert a 3 byte KNX data object to a date
[ "Convert", "a", "3", "byte", "KNX", "data", "object", "to", "a", "date" ]
python
train
23.461538
arviz-devs/arviz
arviz/data/datasets.py
https://github.com/arviz-devs/arviz/blob/d04d8da07f029fd2931f48d2f7f324cf393e5277/arviz/data/datasets.py#L68-L93
def get_data_home(data_home=None): """Return the path of the arviz data dir. This folder is used by some dataset loaders to avoid downloading the data several times. By default the data dir is set to a folder named 'arviz_data' in the user home folder. Alternatively, it can be set by the 'ARV...
[ "def", "get_data_home", "(", "data_home", "=", "None", ")", ":", "if", "data_home", "is", "None", ":", "data_home", "=", "os", ".", "environ", ".", "get", "(", "\"ARVIZ_DATA\"", ",", "os", ".", "path", ".", "join", "(", "\"~\"", ",", "\"arviz_data\"", ...
Return the path of the arviz data dir. This folder is used by some dataset loaders to avoid downloading the data several times. By default the data dir is set to a folder named 'arviz_data' in the user home folder. Alternatively, it can be set by the 'ARVIZ_DATA' environment variable or progr...
[ "Return", "the", "path", "of", "the", "arviz", "data", "dir", "." ]
python
train
32.961538
deepmipt/DeepPavlov
deeppavlov/utils/alexa/bot.py
https://github.com/deepmipt/DeepPavlov/blob/f3e4a69a3764d25d2f5bad4f1f1aebc872b00f9c/deeppavlov/utils/alexa/bot.py#L74-L79
def run(self) -> None: """Thread run method implementation.""" while True: request = self.input_queue.get() response = self._handle_request(request) self.output_queue.put(response)
[ "def", "run", "(", "self", ")", "->", "None", ":", "while", "True", ":", "request", "=", "self", ".", "input_queue", ".", "get", "(", ")", "response", "=", "self", ".", "_handle_request", "(", "request", ")", "self", ".", "output_queue", ".", "put", ...
Thread run method implementation.
[ "Thread", "run", "method", "implementation", "." ]
python
test
37.833333
jaraco/jaraco.functools
jaraco/functools.py
https://github.com/jaraco/jaraco.functools/blob/cc972095e5aa2ae80d1d69d7ca84ee94178e869a/jaraco/functools.py#L426-L468
def save_method_args(method): """ Wrap a method such that when it is called, the args and kwargs are saved on the method. >>> class MyClass: ... @save_method_args ... def method(self, a, b): ... print(a, b) >>> my_ob = MyClass() >>> my_ob.method(1, 2) 1 2 >>> my_ob._saved_method.args (1, 2)...
[ "def", "save_method_args", "(", "method", ")", ":", "args_and_kwargs", "=", "collections", ".", "namedtuple", "(", "'args_and_kwargs'", ",", "'args kwargs'", ")", "@", "functools", ".", "wraps", "(", "method", ")", "def", "wrapper", "(", "self", ",", "*", "a...
Wrap a method such that when it is called, the args and kwargs are saved on the method. >>> class MyClass: ... @save_method_args ... def method(self, a, b): ... print(a, b) >>> my_ob = MyClass() >>> my_ob.method(1, 2) 1 2 >>> my_ob._saved_method.args (1, 2) >>> my_ob._saved_method.kwargs {}...
[ "Wrap", "a", "method", "such", "that", "when", "it", "is", "called", "the", "args", "and", "kwargs", "are", "saved", "on", "the", "method", "." ]
python
train
23.790698
tensorflow/tensor2tensor
tensor2tensor/layers/common_layers.py
https://github.com/tensorflow/tensor2tensor/blob/272500b6efe353aeb638d2745ed56e519462ca31/tensor2tensor/layers/common_layers.py#L579-L614
def subseparable_conv(inputs, filters, kernel_size, **kwargs): """Sub-separable convolution. If separability == 0 it's a separable_conv.""" def conv_fn(inputs, filters, kernel_size, **kwargs): """Sub-separable convolution, splits into separability-many blocks.""" separability = None if "separability" i...
[ "def", "subseparable_conv", "(", "inputs", ",", "filters", ",", "kernel_size", ",", "*", "*", "kwargs", ")", ":", "def", "conv_fn", "(", "inputs", ",", "filters", ",", "kernel_size", ",", "*", "*", "kwargs", ")", ":", "\"\"\"Sub-separable convolution, splits i...
Sub-separable convolution. If separability == 0 it's a separable_conv.
[ "Sub", "-", "separable", "convolution", ".", "If", "separability", "==", "0", "it", "s", "a", "separable_conv", "." ]
python
train
42.027778
Kortemme-Lab/klab
klab/box_backup.py
https://github.com/Kortemme-Lab/klab/blob/6d410ad08f1bd9f7cbbb28d7d946e94fbaaa2b6b/klab/box_backup.py#L665-L692
def read_sha1( file_path, buf_size = None, start_byte = 0, read_size = None, extra_hashers = [], # update(data) will be called on all of these ): ''' Determines the sha1 hash of a file in chunks, to prevent loading the entire file at once into memory ''' read_size = read_size or os.s...
[ "def", "read_sha1", "(", "file_path", ",", "buf_size", "=", "None", ",", "start_byte", "=", "0", ",", "read_size", "=", "None", ",", "extra_hashers", "=", "[", "]", ",", "# update(data) will be called on all of these", ")", ":", "read_size", "=", "read_size", ...
Determines the sha1 hash of a file in chunks, to prevent loading the entire file at once into memory
[ "Determines", "the", "sha1", "hash", "of", "a", "file", "in", "chunks", "to", "prevent", "loading", "the", "entire", "file", "at", "once", "into", "memory" ]
python
train
31.678571
bitesofcode/projexui
projexui/widgets/xdocktoolbar.py
https://github.com/bitesofcode/projexui/blob/f18a73bec84df90b034ca69b9deea118dbedfc4d/projexui/widgets/xdocktoolbar.py#L313-L322
def labelForAction(self, action): """ Returns the label that contains the inputed action. :return <XDockActionLabel> || None """ for label in self.actionLabels(): if label.action() == action: return label return None
[ "def", "labelForAction", "(", "self", ",", "action", ")", ":", "for", "label", "in", "self", ".", "actionLabels", "(", ")", ":", "if", "label", ".", "action", "(", ")", "==", "action", ":", "return", "label", "return", "None" ]
Returns the label that contains the inputed action. :return <XDockActionLabel> || None
[ "Returns", "the", "label", "that", "contains", "the", "inputed", "action", ".", ":", "return", "<XDockActionLabel", ">", "||", "None" ]
python
train
30.5
wbond/asn1crypto
asn1crypto/core.py
https://github.com/wbond/asn1crypto/blob/ecda20176f55d37021cbca1f6da9083a8e491197/asn1crypto/core.py#L3476-L3521
def _determine_spec(self, index): """ Determine how a value for a field should be constructed :param index: The field number :return: A tuple containing the following elements: - unicode string of the field name - Asn1Value class of the...
[ "def", "_determine_spec", "(", "self", ",", "index", ")", ":", "name", ",", "field_spec", ",", "field_params", "=", "self", ".", "_fields", "[", "index", "]", "value_spec", "=", "field_spec", "spec_override", "=", "None", "if", "self", ".", "_spec_callbacks"...
Determine how a value for a field should be constructed :param index: The field number :return: A tuple containing the following elements: - unicode string of the field name - Asn1Value class of the field spec - Asn1Value class of the valu...
[ "Determine", "how", "a", "value", "for", "a", "field", "should", "be", "constructed" ]
python
train
42.304348
thomasbiddle/Kippt-for-Python
kippt/clips.py
https://github.com/thomasbiddle/Kippt-for-Python/blob/dddd0ff84d70ccf2d84e50e3cff7aad89f9c1267/kippt/clips.py#L150-L165
def update(self, **args): """ Updates a Clip. Parameters: - args Dictionary of other fields Accepted fields can be found here: https://github.com/kippt/api-documentation/blob/master/objects/clip.md """ # JSONify our data. data = json.dumps(args) ...
[ "def", "update", "(", "self", ",", "*", "*", "args", ")", ":", "# JSONify our data.", "data", "=", "json", ".", "dumps", "(", "args", ")", "r", "=", "requests", ".", "put", "(", "\"https://kippt.com/api/clips/%s\"", "%", "(", "self", ".", "id", ")", ",...
Updates a Clip. Parameters: - args Dictionary of other fields Accepted fields can be found here: https://github.com/kippt/api-documentation/blob/master/objects/clip.md
[ "Updates", "a", "Clip", "." ]
python
train
29.5
jgorset/django-respite
respite/decorators.py
https://github.com/jgorset/django-respite/blob/719469d11baf91d05917bab1623bd82adc543546/respite/decorators.py#L9-L22
def override_supported_formats(formats): """ Override the views class' supported formats for the decorated function. Arguments: formats -- A list of strings describing formats, e.g. ``['html', 'json']``. """ def decorator(function): @wraps(function) def wrapper(self, *args, **kw...
[ "def", "override_supported_formats", "(", "formats", ")", ":", "def", "decorator", "(", "function", ")", ":", "@", "wraps", "(", "function", ")", "def", "wrapper", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "self", ".", "supporte...
Override the views class' supported formats for the decorated function. Arguments: formats -- A list of strings describing formats, e.g. ``['html', 'json']``.
[ "Override", "the", "views", "class", "supported", "formats", "for", "the", "decorated", "function", "." ]
python
train
32.357143
oscarlazoarjona/fast
fast/atomic_structure.py
https://github.com/oscarlazoarjona/fast/blob/3e5400672af2a7b7cc616e7f4aa10d7672720222/fast/atomic_structure.py#L1813-L1841
def calculate_reduced_matrix_elements(fine_states, convention=1): r"""Calculate the reduced matrix elements for a list of fine states. This function calculates the reduced matrix elments .. math:: \langle N,L,J||T^1(r)||N',L',J'\rangle given a list of fine states. We calculate the reduce...
[ "def", "calculate_reduced_matrix_elements", "(", "fine_states", ",", "convention", "=", "1", ")", ":", "reduced_matrix_elements", "=", "[", "[", "reduced_matrix_element", "(", "ei", ",", "ej", ",", "convention", "=", "convention", ")", "for", "ej", "in", "fine_s...
r"""Calculate the reduced matrix elements for a list of fine states. This function calculates the reduced matrix elments .. math:: \langle N,L,J||T^1(r)||N',L',J'\rangle given a list of fine states. We calculate the reduced matrix elements found in [SteckRb87]_ for the \ D1 and D2 lines ...
[ "r", "Calculate", "the", "reduced", "matrix", "elements", "for", "a", "list", "of", "fine", "states", "." ]
python
train
33.689655
geertj/gruvi
lib/gruvi/util.py
https://github.com/geertj/gruvi/blob/1d77ca439600b6ea7a19aa1ee85dca0f3be3f3f8/lib/gruvi/util.py#L94-L143
def delegate_method(other, method, name=None): """Add a method to the current class that delegates to another method. The *other* argument must be a property that returns the instance to delegate to. Due to an implementation detail, the property must be defined in the current class. The *method* argume...
[ "def", "delegate_method", "(", "other", ",", "method", ",", "name", "=", "None", ")", ":", "frame", "=", "sys", ".", "_getframe", "(", "1", ")", "classdict", "=", "frame", ".", "f_locals", "@", "functools", ".", "wraps", "(", "method", ")", "def", "d...
Add a method to the current class that delegates to another method. The *other* argument must be a property that returns the instance to delegate to. Due to an implementation detail, the property must be defined in the current class. The *method* argument specifies a method to delegate to. It can be an...
[ "Add", "a", "method", "to", "the", "current", "class", "that", "delegates", "to", "another", "method", "." ]
python
train
36.98
saltstack/salt
salt/utils/jinja.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/utils/jinja.py#L76-L83
def file_client(self): ''' Return a file client. Instantiates on first call. ''' if not self._file_client: self._file_client = salt.fileclient.get_file_client( self.opts, self.pillar_rend) return self._file_client
[ "def", "file_client", "(", "self", ")", ":", "if", "not", "self", ".", "_file_client", ":", "self", ".", "_file_client", "=", "salt", ".", "fileclient", ".", "get_file_client", "(", "self", ".", "opts", ",", "self", ".", "pillar_rend", ")", "return", "se...
Return a file client. Instantiates on first call.
[ "Return", "a", "file", "client", ".", "Instantiates", "on", "first", "call", "." ]
python
train
34.25
maxpumperla/hyperas
hyperas/utils.py
https://github.com/maxpumperla/hyperas/blob/6bf236682e2aa28401e48f73ebef269ad2937ae2/hyperas/utils.py#L154-L168
def unpack_hyperopt_vals(vals): """ Unpack values from a hyperopt return dictionary where values are wrapped in a list. :param vals: dict :return: dict copy of the dictionary with unpacked values """ assert isinstance(vals, dict), "Parameter must be given as dict." ret = {} for k...
[ "def", "unpack_hyperopt_vals", "(", "vals", ")", ":", "assert", "isinstance", "(", "vals", ",", "dict", ")", ",", "\"Parameter must be given as dict.\"", "ret", "=", "{", "}", "for", "k", ",", "v", "in", "list", "(", "vals", ".", "items", "(", ")", ")", ...
Unpack values from a hyperopt return dictionary where values are wrapped in a list. :param vals: dict :return: dict copy of the dictionary with unpacked values
[ "Unpack", "values", "from", "a", "hyperopt", "return", "dictionary", "where", "values", "are", "wrapped", "in", "a", "list", ".", ":", "param", "vals", ":", "dict", ":", "return", ":", "dict", "copy", "of", "the", "dictionary", "with", "unpacked", "values"...
python
train
29.933333
mozilla/python_moztelemetry
moztelemetry/shared_telemetry_utils.py
https://github.com/mozilla/python_moztelemetry/blob/09ddf1ec7d953a4308dfdcb0ed968f27bd5921bb/moztelemetry/shared_telemetry_utils.py#L74-L110
def writeDefinition(self, f, name): """Writes the string table to a file as a C const char array. This writes out the string table as one single C char array for memory size reasons, separating the individual strings with '\0' characters. This way we can index directly into the string a...
[ "def", "writeDefinition", "(", "self", ",", "f", ",", "name", ")", ":", "entries", "=", "self", ".", "table", ".", "items", "(", ")", "entries", ".", "sort", "(", "key", "=", "lambda", "x", ":", "x", "[", "1", "]", ")", "# Avoid null-in-string warnin...
Writes the string table to a file as a C const char array. This writes out the string table as one single C char array for memory size reasons, separating the individual strings with '\0' characters. This way we can index directly into the string array and avoid the additional storage c...
[ "Writes", "the", "string", "table", "to", "a", "file", "as", "a", "C", "const", "char", "array", "." ]
python
train
41.594595
elastic/elasticsearch-py
elasticsearch/client/xpack/ilm.py
https://github.com/elastic/elasticsearch-py/blob/2aab285c8f506f3863cbdaba3c90a685c510ba00/elasticsearch/client/xpack/ilm.py#L70-L78
def remove_policy(self, index=None, params=None): """ `<https://www.elastic.co/guide/en/elasticsearch/reference/current/ilm-remove-policy.html>`_ :arg index: The name of the index to remove policy on """ return self.transport.perform_request( "POST", _make_path(index...
[ "def", "remove_policy", "(", "self", ",", "index", "=", "None", ",", "params", "=", "None", ")", ":", "return", "self", ".", "transport", ".", "perform_request", "(", "\"POST\"", ",", "_make_path", "(", "index", ",", "\"_ilm\"", ",", "\"remove\"", ")", "...
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ilm-remove-policy.html>`_ :arg index: The name of the index to remove policy on
[ "<https", ":", "//", "www", ".", "elastic", ".", "co", "/", "guide", "/", "en", "/", "elasticsearch", "/", "reference", "/", "current", "/", "ilm", "-", "remove", "-", "policy", ".", "html", ">", "_" ]
python
train
39.555556
mikedh/trimesh
trimesh/exchange/urdf.py
https://github.com/mikedh/trimesh/blob/25e059bf6d4caa74f62ffd58ce4f61a90ee4e518/trimesh/exchange/urdf.py#L10-L163
def export_urdf(mesh, directory, scale=1.0, color=[0.75, 0.75, 0.75], **kwargs): """ Convert a Trimesh object into a URDF package for physics simulation. This breaks the mesh into convex pieces and writes them to the same directory as the ....
[ "def", "export_urdf", "(", "mesh", ",", "directory", ",", "scale", "=", "1.0", ",", "color", "=", "[", "0.75", ",", "0.75", ",", "0.75", "]", ",", "*", "*", "kwargs", ")", ":", "import", "lxml", ".", "etree", "as", "et", "# TODO: fix circular import", ...
Convert a Trimesh object into a URDF package for physics simulation. This breaks the mesh into convex pieces and writes them to the same directory as the .urdf file. Parameters --------- mesh : Trimesh object directory : str The directory path for the URDF package Re...
[ "Convert", "a", "Trimesh", "object", "into", "a", "URDF", "package", "for", "physics", "simulation", ".", "This", "breaks", "the", "mesh", "into", "convex", "pieces", "and", "writes", "them", "to", "the", "same", "directory", "as", "the", ".", "urdf", "fil...
python
train
35.675325
capnproto/pycapnp
buildutils/bundle.py
https://github.com/capnproto/pycapnp/blob/cb3f190b955bdb1bfb6e0ac0b2f9306a5c79f7b5/buildutils/bundle.py#L53-L56
def localpath(*args): """construct an absolute path from a list relative to the root pycapnp directory""" plist = [ROOT] + list(args) return os.path.abspath(pjoin(*plist))
[ "def", "localpath", "(", "*", "args", ")", ":", "plist", "=", "[", "ROOT", "]", "+", "list", "(", "args", ")", "return", "os", ".", "path", ".", "abspath", "(", "pjoin", "(", "*", "plist", ")", ")" ]
construct an absolute path from a list relative to the root pycapnp directory
[ "construct", "an", "absolute", "path", "from", "a", "list", "relative", "to", "the", "root", "pycapnp", "directory" ]
python
train
45
pypa/pipenv
pipenv/patched/notpip/_internal/wheel.py
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/patched/notpip/_internal/wheel.py#L790-L812
def format_command( command_args, # type: List[str] command_output, # type: str ): # type: (...) -> str """ Format command information for logging. """ text = 'Command arguments: {}\n'.format(command_args) if not command_output: text += 'Command output: None' elif logger.g...
[ "def", "format_command", "(", "command_args", ",", "# type: List[str]", "command_output", ",", "# type: str", ")", ":", "# type: (...) -> str", "text", "=", "'Command arguments: {}\\n'", ".", "format", "(", "command_args", ")", "if", "not", "command_output", ":", "tex...
Format command information for logging.
[ "Format", "command", "information", "for", "logging", "." ]
python
train
27.826087
StorjOld/pyp2p
pyp2p/unl.py
https://github.com/StorjOld/pyp2p/blob/7024208c3af20511496a652ff212f54c420e0464/pyp2p/unl.py#L239-L373
def connect_handler(self, their_unl, events, force_master, hairpin, nonce): # Figure out who should make the connection. our_unl = self.value.encode("ascii") their_unl = their_unl.encode("ascii") master = self.is_master(their_unl) """ Master defines who connects i...
[ "def", "connect_handler", "(", "self", ",", "their_unl", ",", "events", ",", "force_master", ",", "hairpin", ",", "nonce", ")", ":", "# Figure out who should make the connection.\r", "our_unl", "=", "self", ".", "value", ".", "encode", "(", "\"ascii\"", ")", "th...
Master defines who connects if either side can. It's used to eliminate having multiple connections with the same host.
[ "Master", "defines", "who", "connects", "if", "either", "side", "can", ".", "It", "s", "used", "to", "eliminate", "having", "multiple", "connections", "with", "the", "same", "host", "." ]
python
train
33.651852
foliant-docs/foliantcontrib.init
foliant/cli/init/__init__.py
https://github.com/foliant-docs/foliantcontrib.init/blob/39aa38949b6270a750c800b79b4e71dd827f28d8/foliant/cli/init/__init__.py#L62-L161
def init(self, project_name='', template='base', quiet=False, debug=False): '''Generate new Foliant project.''' self.logger.setLevel(DEBUG if debug else WARNING) self.logger.info('Project creation started.') self.logger.debug(f'Template: {template}') template_path = Path(temp...
[ "def", "init", "(", "self", ",", "project_name", "=", "''", ",", "template", "=", "'base'", ",", "quiet", "=", "False", ",", "debug", "=", "False", ")", ":", "self", ".", "logger", ".", "setLevel", "(", "DEBUG", "if", "debug", "else", "WARNING", ")",...
Generate new Foliant project.
[ "Generate", "new", "Foliant", "project", "." ]
python
train
32.51
arne-cl/discoursegraphs
src/discoursegraphs/readwrite/exportxml.py
https://github.com/arne-cl/discoursegraphs/blob/842f0068a3190be2c75905754521b176b25a54fb/src/discoursegraphs/readwrite/exportxml.py#L701-L710
def get_sentence_id(self, element): """returns the ID of the sentence the given element belongs to.""" try: sentence_elem = element.iterancestors('sentence').next() except StopIteration as e: warnings.warn("<{}> element is not a descendant of a <sentence> " ...
[ "def", "get_sentence_id", "(", "self", ",", "element", ")", ":", "try", ":", "sentence_elem", "=", "element", ".", "iterancestors", "(", "'sentence'", ")", ".", "next", "(", ")", "except", "StopIteration", "as", "e", ":", "warnings", ".", "warn", "(", "\...
returns the ID of the sentence the given element belongs to.
[ "returns", "the", "ID", "of", "the", "sentence", "the", "given", "element", "belongs", "to", "." ]
python
train
55.7
bretth/woven
woven/deploy.py
https://github.com/bretth/woven/blob/ec1da7b401a335f43129e7115fe7a4d145649f1e/woven/deploy.py#L4-L19
def post_install_postgresql(): """ example default hook for installing postgresql """ from django.conf import settings as s with settings(warn_only=True): sudo('/etc/init.d/postgresql-8.4 restart') sudo("""psql template1 -c "ALTER USER postgres with encrypted password '%s';" """% env...
[ "def", "post_install_postgresql", "(", ")", ":", "from", "django", ".", "conf", "import", "settings", "as", "s", "with", "settings", "(", "warn_only", "=", "True", ")", ":", "sudo", "(", "'/etc/init.d/postgresql-8.4 restart'", ")", "sudo", "(", "\"\"\"psql templ...
example default hook for installing postgresql
[ "example", "default", "hook", "for", "installing", "postgresql" ]
python
train
62.8125
molmod/molmod
molmod/molecular_graphs.py
https://github.com/molmod/molmod/blob/a7b5b4364ed514ad4c465856c05b5eda1cb561e0/molmod/molecular_graphs.py#L298-L341
def add_hydrogens(self, formal_charges=None): """Returns a molecular graph where hydrogens are added explicitely When the bond order is unknown, it assumes bond order one. If the graph has an attribute formal_charges, this routine will take it into account when counting the nu...
[ "def", "add_hydrogens", "(", "self", ",", "formal_charges", "=", "None", ")", ":", "new_edges", "=", "list", "(", "self", ".", "edges", ")", "counter", "=", "self", ".", "num_vertices", "for", "i", "in", "range", "(", "self", ".", "num_vertices", ")", ...
Returns a molecular graph where hydrogens are added explicitely When the bond order is unknown, it assumes bond order one. If the graph has an attribute formal_charges, this routine will take it into account when counting the number of hydrogens to be added. The returned gr...
[ "Returns", "a", "molecular", "graph", "where", "hydrogens", "are", "added", "explicitely" ]
python
train
42.681818
cltk/cltk
cltk/corpus/sanskrit/itrans/unicode_transliterate.py
https://github.com/cltk/cltk/blob/ed9c025b7ec43c949481173251b70e05e4dffd27/cltk/corpus/sanskrit/itrans/unicode_transliterate.py#L76-L115
def transliterate(text,lang1_code,lang2_code): """ convert the source language script (lang1) to target language script (lang2) text: text to transliterate lang1_code: language 1 code lang1_code: language 2 code """ if (lang1_code in langinfo.SCRIPT_RANGES) and...
[ "def", "transliterate", "(", "text", ",", "lang1_code", ",", "lang2_code", ")", ":", "if", "(", "lang1_code", "in", "langinfo", ".", "SCRIPT_RANGES", ")", "and", "(", "lang2_code", "in", "langinfo", ".", "SCRIPT_RANGES", ")", ":", "# if Sinhala is source, do a m...
convert the source language script (lang1) to target language script (lang2) text: text to transliterate lang1_code: language 1 code lang1_code: language 2 code
[ "convert", "the", "source", "language", "script", "(", "lang1", ")", "to", "target", "language", "script", "(", "lang2", ")" ]
python
train
39.6
emc-openstack/storops
storops/unity/resource/lun.py
https://github.com/emc-openstack/storops/blob/24b4b13bf065c0ef0538dd0b5ebb8f25d24176bd/storops/unity/resource/lun.py#L415-L437
def replicate(self, dst_lun_id, max_time_out_of_sync, replication_name=None, replicate_existing_snaps=None, remote_system=None): """ Creates a replication session with a existing lun as destination. :param dst_lun_id: destination lun id. :param max_ti...
[ "def", "replicate", "(", "self", ",", "dst_lun_id", ",", "max_time_out_of_sync", ",", "replication_name", "=", "None", ",", "replicate_existing_snaps", "=", "None", ",", "remote_system", "=", "None", ")", ":", "return", "UnityReplicationSession", ".", "create", "(...
Creates a replication session with a existing lun as destination. :param dst_lun_id: destination lun id. :param max_time_out_of_sync: maximum time to wait before syncing the source and destination. Value `-1` means the automatic sync is not performed. `0` means it is a sync repl...
[ "Creates", "a", "replication", "session", "with", "a", "existing", "lun", "as", "destination", "." ]
python
train
49.217391
tornadoweb/tornado
tornado/auth.py
https://github.com/tornadoweb/tornado/blob/b8b481770bcdb333a69afde5cce7eaa449128326/tornado/auth.py#L712-L732
async def authenticate_redirect(self, callback_uri: str = None) -> None: """Just like `~OAuthMixin.authorize_redirect`, but auto-redirects if authorized. This is generally the right interface to use if you are using Twitter for single-sign on. .. versionchanged:: 3.1 ...
[ "async", "def", "authenticate_redirect", "(", "self", ",", "callback_uri", ":", "str", "=", "None", ")", "->", "None", ":", "http", "=", "self", ".", "get_auth_http_client", "(", ")", "response", "=", "await", "http", ".", "fetch", "(", "self", ".", "_oa...
Just like `~OAuthMixin.authorize_redirect`, but auto-redirects if authorized. This is generally the right interface to use if you are using Twitter for single-sign on. .. versionchanged:: 3.1 Now returns a `.Future` and takes an optional callback, for compatibilit...
[ "Just", "like", "~OAuthMixin", ".", "authorize_redirect", "but", "auto", "-", "redirects", "if", "authorized", "." ]
python
train
37.809524
elastic/apm-agent-python
elasticapm/utils/compat.py
https://github.com/elastic/apm-agent-python/blob/2975663d7bd22282dc39336b2c37b37c12c7a774/elasticapm/utils/compat.py#L162-L169
def multidict_to_dict(d): """ Turns a werkzeug.MultiDict or django.MultiValueDict into a dict with list values :param d: a MultiDict or MultiValueDict instance :return: a dict instance """ return dict((k, v[0] if len(v) == 1 else v) for k, v in iterlists(d))
[ "def", "multidict_to_dict", "(", "d", ")", ":", "return", "dict", "(", "(", "k", ",", "v", "[", "0", "]", "if", "len", "(", "v", ")", "==", "1", "else", "v", ")", "for", "k", ",", "v", "in", "iterlists", "(", "d", ")", ")" ]
Turns a werkzeug.MultiDict or django.MultiValueDict into a dict with list values :param d: a MultiDict or MultiValueDict instance :return: a dict instance
[ "Turns", "a", "werkzeug", ".", "MultiDict", "or", "django", ".", "MultiValueDict", "into", "a", "dict", "with", "list", "values", ":", "param", "d", ":", "a", "MultiDict", "or", "MultiValueDict", "instance", ":", "return", ":", "a", "dict", "instance" ]
python
train
34.875
markovmodel/PyEMMA
pyemma/thermo/api.py
https://github.com/markovmodel/PyEMMA/blob/5c3124398217de05ba5ce9c8fb01519222481ab8/pyemma/thermo/api.py#L42-L280
def estimate_umbrella_sampling( us_trajs, us_dtrajs, us_centers, us_force_constants, md_trajs=None, md_dtrajs=None, kT=None, maxiter=10000, maxerr=1.0E-15, save_convergence_info=0, estimator='wham', lag=1, dt_traj='1 step', init=None, init_maxiter=10000, init_maxerr=1.0E-8, width=None, **kwargs): r"...
[ "def", "estimate_umbrella_sampling", "(", "us_trajs", ",", "us_dtrajs", ",", "us_centers", ",", "us_force_constants", ",", "md_trajs", "=", "None", ",", "md_dtrajs", "=", "None", ",", "kT", "=", "None", ",", "maxiter", "=", "10000", ",", "maxerr", "=", "1.0E...
r""" This function acts as a wrapper for ``tram()``, ``dtram()``, ``mbar()``, and ``wham()`` and handles the calculation of bias energies (``bias``) and thermodynamic state trajectories (``ttrajs``) when the data comes from umbrella sampling and (optional) unbiased simulations. Parameters ---------...
[ "r", "This", "function", "acts", "as", "a", "wrapper", "for", "tram", "()", "dtram", "()", "mbar", "()", "and", "wham", "()", "and", "handles", "the", "calculation", "of", "bias", "energies", "(", "bias", ")", "and", "thermodynamic", "state", "trajectories...
python
train
51.317992
kata198/AdvancedHTMLParser
AdvancedHTMLParser/conversions.py
https://github.com/kata198/AdvancedHTMLParser/blob/06aeea5d8e2ea86e155aae0fc237623d3e9b7f9d/AdvancedHTMLParser/conversions.py#L130-L174
def convertPossibleValues(val, possibleValues, invalidDefault, emptyValue=''): ''' convertPossibleValues - Convert input value to one of several possible values, with a default for invalid entries @param val <None/str> - The input value ...
[ "def", "convertPossibleValues", "(", "val", ",", "possibleValues", ",", "invalidDefault", ",", "emptyValue", "=", "''", ")", ":", "from", ".", "utils", "import", "tostr", "# If null, retain null", "if", "val", "is", "None", ":", "if", "emptyValue", "is", "EMPT...
convertPossibleValues - Convert input value to one of several possible values, with a default for invalid entries @param val <None/str> - The input value @param possibleValues list<str> - A list of possible values @param invalidDefa...
[ "convertPossibleValues", "-", "Convert", "input", "value", "to", "one", "of", "several", "possible", "values", "with", "a", "default", "for", "invalid", "entries" ]
python
train
32.844444
rbarrois/tdparser
tdparser/lexer.py
https://github.com/rbarrois/tdparser/blob/31225aa5149f2ab507ccce15a020fbb37d0acb56/tdparser/lexer.py#L127-L152
def lex(self, text): """Split self.text into a list of tokens. Args: text (str): text to parse Yields: Token: the tokens generated from the given text. """ pos = 0 while text: token_class, match = self.tokens.get_token(text) ...
[ "def", "lex", "(", "self", ",", "text", ")", ":", "pos", "=", "0", "while", "text", ":", "token_class", ",", "match", "=", "self", ".", "tokens", ".", "get_token", "(", "text", ")", "if", "token_class", "is", "not", "None", ":", "matched_text", "=", ...
Split self.text into a list of tokens. Args: text (str): text to parse Yields: Token: the tokens generated from the given text.
[ "Split", "self", ".", "text", "into", "a", "list", "of", "tokens", "." ]
python
train
31.153846
iotile/coretools
iotilecore/iotile/core/hw/update/records/reflash_tile.py
https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotilecore/iotile/core/hw/update/records/reflash_tile.py#L165-L188
def _parse_target(target): """Parse a binary targeting information structure. This function only supports extracting the slot number or controller from the target and will raise an ArgumentError if more complicated targeting is desired. Args: target (bytes): The binary targeting data blob....
[ "def", "_parse_target", "(", "target", ")", ":", "if", "len", "(", "target", ")", "!=", "8", ":", "raise", "ArgumentError", "(", "\"Invalid targeting data length\"", ",", "expected", "=", "8", ",", "length", "=", "len", "(", "target", ")", ")", "slot", "...
Parse a binary targeting information structure. This function only supports extracting the slot number or controller from the target and will raise an ArgumentError if more complicated targeting is desired. Args: target (bytes): The binary targeting data blob. Returns: dict: The p...
[ "Parse", "a", "binary", "targeting", "information", "structure", "." ]
python
train
32.833333
SuryaSankar/flask-sqlalchemy-booster
flask_sqlalchemy_booster/responses.py
https://github.com/SuryaSankar/flask-sqlalchemy-booster/blob/444048d167ab7718f758e943665ef32d101423a5/flask_sqlalchemy_booster/responses.py#L191-L216
def jsoned(struct, wrap=True, meta=None, struct_key='result', pre_render_callback=None): """ Provides a json dump of the struct Args: struct: The data to dump wrap (bool, optional): Specify whether to wrap the struct in an enclosing dict struct_key (str, optional): The strin...
[ "def", "jsoned", "(", "struct", ",", "wrap", "=", "True", ",", "meta", "=", "None", ",", "struct_key", "=", "'result'", ",", "pre_render_callback", "=", "None", ")", ":", "return", "_json", ".", "dumps", "(", "structured", "(", "struct", ",", "wrap", "...
Provides a json dump of the struct Args: struct: The data to dump wrap (bool, optional): Specify whether to wrap the struct in an enclosing dict struct_key (str, optional): The string key which will contain the struct in the result dict meta (dict, optional):...
[ "Provides", "a", "json", "dump", "of", "the", "struct" ]
python
train
31.961538