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
exa-analytics/exa
exa/core/container.py
https://github.com/exa-analytics/exa/blob/40fb3c22b531d460dbc51e603de75b856cc28f0d/exa/core/container.py#L446-L457
def _data(self, copy=False): """ Get data kwargs of the container (i.e. dataframe and series objects). """ data = {} for key, obj in vars(self).items(): if isinstance(obj, (pd.Series, pd.DataFrame, pd.SparseSeries, pd.SparseDataFrame)): if copy: ...
[ "def", "_data", "(", "self", ",", "copy", "=", "False", ")", ":", "data", "=", "{", "}", "for", "key", ",", "obj", "in", "vars", "(", "self", ")", ".", "items", "(", ")", ":", "if", "isinstance", "(", "obj", ",", "(", "pd", ".", "Series", ","...
Get data kwargs of the container (i.e. dataframe and series objects).
[ "Get", "data", "kwargs", "of", "the", "container", "(", "i", ".", "e", ".", "dataframe", "and", "series", "objects", ")", "." ]
python
train
36
bretth/woven
woven/linux.py
https://github.com/bretth/woven/blob/ec1da7b401a335f43129e7115fe7a4d145649f1e/woven/linux.py#L68-L88
def change_ssh_port(): """ For security woven changes the default ssh port. """ host = normalize(env.host_string)[1] after = env.port before = str(env.DEFAULT_SSH_PORT) host_string=join_host_strings(env.user,host,before) with settings(host_string=host_string, user=env.user): ...
[ "def", "change_ssh_port", "(", ")", ":", "host", "=", "normalize", "(", "env", ".", "host_string", ")", "[", "1", "]", "after", "=", "env", ".", "port", "before", "=", "str", "(", "env", ".", "DEFAULT_SSH_PORT", ")", "host_string", "=", "join_host_string...
For security woven changes the default ssh port.
[ "For", "security", "woven", "changes", "the", "default", "ssh", "port", "." ]
python
train
29.52381
buildbot/buildbot
master/buildbot/steps/package/rpm/mock.py
https://github.com/buildbot/buildbot/blob/5df3cfae6d760557d99156633c32b1822a1e130c/master/buildbot/steps/package/rpm/mock.py#L87-L110
def start(self): """ Try to remove the old mock logs first. """ if self.resultdir: for lname in self.mock_logfiles: self.logfiles[lname] = self.build.path_module.join(self.resultdir, lname) ...
[ "def", "start", "(", "self", ")", ":", "if", "self", ".", "resultdir", ":", "for", "lname", "in", "self", ".", "mock_logfiles", ":", "self", ".", "logfiles", "[", "lname", "]", "=", "self", ".", "build", ".", "path_module", ".", "join", "(", "self", ...
Try to remove the old mock logs first.
[ "Try", "to", "remove", "the", "old", "mock", "logs", "first", "." ]
python
train
39.458333
MSchnei/pyprf_feature
pyprf_feature/analysis/utils_general.py
https://github.com/MSchnei/pyprf_feature/blob/49004ede7ae1ddee07a30afe9ce3e2776750805c/pyprf_feature/analysis/utils_general.py#L556-L577
def map_pol_to_crt(aryTht, aryRad): """Remap coordinates from polar to cartesian Parameters ---------- aryTht : 1D numpy array Angle of coordinates aryRad : 1D numpy array Radius of coordinates. Returns ------- aryXCrds : 1D numpy array Array with x coordinate v...
[ "def", "map_pol_to_crt", "(", "aryTht", ",", "aryRad", ")", ":", "aryXCrds", "=", "aryRad", "*", "np", ".", "cos", "(", "aryTht", ")", "aryYrds", "=", "aryRad", "*", "np", ".", "sin", "(", "aryTht", ")", "return", "aryXCrds", ",", "aryYrds" ]
Remap coordinates from polar to cartesian Parameters ---------- aryTht : 1D numpy array Angle of coordinates aryRad : 1D numpy array Radius of coordinates. Returns ------- aryXCrds : 1D numpy array Array with x coordinate values. aryYrds : 1D numpy array ...
[ "Remap", "coordinates", "from", "polar", "to", "cartesian" ]
python
train
22.272727
maas/python-libmaas
maas/client/viscera/nodes.py
https://github.com/maas/python-libmaas/blob/4092c68ef7fb1753efc843569848e2bcc3415002/maas/client/viscera/nodes.py#L103-L111
def as_device(self): """Convert to a `Device` object. `node_type` must be `NodeType.DEVICE`. """ if self.node_type != NodeType.DEVICE: raise ValueError( 'Cannot convert to `Device`, node_type is not a device.') return self._origin.Device(self._data)
[ "def", "as_device", "(", "self", ")", ":", "if", "self", ".", "node_type", "!=", "NodeType", ".", "DEVICE", ":", "raise", "ValueError", "(", "'Cannot convert to `Device`, node_type is not a device.'", ")", "return", "self", ".", "_origin", ".", "Device", "(", "s...
Convert to a `Device` object. `node_type` must be `NodeType.DEVICE`.
[ "Convert", "to", "a", "Device", "object", "." ]
python
train
34.444444
nicolargo/glances
glances/password_list.py
https://github.com/nicolargo/glances/blob/5bd4d587a736e0d2b03170b56926841d2a3eb7ee/glances/password_list.py#L58-L72
def get_password(self, host=None): """ If host=None, return the current server list (dict). Else, return the host's password (or the default one if defined or None) """ if host is None: return self._password_dict else: try: return s...
[ "def", "get_password", "(", "self", ",", "host", "=", "None", ")", ":", "if", "host", "is", "None", ":", "return", "self", ".", "_password_dict", "else", ":", "try", ":", "return", "self", ".", "_password_dict", "[", "host", "]", "except", "(", "KeyErr...
If host=None, return the current server list (dict). Else, return the host's password (or the default one if defined or None)
[ "If", "host", "=", "None", "return", "the", "current", "server", "list", "(", "dict", ")", ".", "Else", "return", "the", "host", "s", "password", "(", "or", "the", "default", "one", "if", "defined", "or", "None", ")" ]
python
train
35.266667
pudo/dataset
dataset/table.py
https://github.com/pudo/dataset/blob/a008d120c7f3c48ccba98a282c0c67d6e719c0e5/dataset/table.py#L220-L256
def _sync_table(self, columns): """Lazy load, create or adapt the table structure in the database.""" if self._table is None: # Load an existing table from the database. self._reflect_table() if self._table is None: # Create the table with an initial set of co...
[ "def", "_sync_table", "(", "self", ",", "columns", ")", ":", "if", "self", ".", "_table", "is", "None", ":", "# Load an existing table from the database.", "self", ".", "_reflect_table", "(", ")", "if", "self", ".", "_table", "is", "None", ":", "# Create the t...
Lazy load, create or adapt the table structure in the database.
[ "Lazy", "load", "create", "or", "adapt", "the", "table", "structure", "in", "the", "database", "." ]
python
train
52.243243
cdumay/cdumay-rest-client
src/cdumay_rest_client/tracing.py
https://github.com/cdumay/cdumay-rest-client/blob/bca34d45748cb8227a7492af5ccfead3d8ab435d/src/cdumay_rest_client/tracing.py#L56-L66
def extract_tags(cls, obj): """ Extract tags from the given object :param Any obj: Object to use as context :return: Tags to add on span :rtype: dict """ return dict( [("request.{}".format(attr), obj.get(attr, None)) for attr in cls.TAGS] ...
[ "def", "extract_tags", "(", "cls", ",", "obj", ")", ":", "return", "dict", "(", "[", "(", "\"request.{}\"", ".", "format", "(", "attr", ")", ",", "obj", ".", "get", "(", "attr", ",", "None", ")", ")", "for", "attr", "in", "cls", ".", "TAGS", "]",...
Extract tags from the given object :param Any obj: Object to use as context :return: Tags to add on span :rtype: dict
[ "Extract", "tags", "from", "the", "given", "object" ]
python
train
28.363636
wonambi-python/wonambi
wonambi/ioeeg/moberg.py
https://github.com/wonambi-python/wonambi/blob/1d8e3d7e53df8017c199f703bcab582914676e76/wonambi/ioeeg/moberg.py#L28-L97
def return_hdr(self): """Return the header for further use. Returns ------- subj_id : str subject identification code start_time : datetime start time of the dataset s_freq : float sampling frequency chan_name : list of str ...
[ "def", "return_hdr", "(", "self", ")", ":", "subj_id", "=", "str", "(", ")", "patient", "=", "parse", "(", "join", "(", "self", ".", "filename", ",", "'patient.info'", ")", ")", "for", "patientname", "in", "[", "'PatientFirstName'", ",", "'PatientLastName'...
Return the header for further use. Returns ------- subj_id : str subject identification code start_time : datetime start time of the dataset s_freq : float sampling frequency chan_name : list of str list of all the channels...
[ "Return", "the", "header", "for", "further", "use", "." ]
python
train
41.314286
google/budou
budou/nlapisegmenter.py
https://github.com/google/budou/blob/101224e6523186851f38ee57a6b2e7bdbd826de2/budou/nlapisegmenter.py#L224-L253
def _get_annotations(self, text, language=''): """Returns the list of annotations retrieved from the given text. Args: text (str): Input text. language (:obj:`str`, optional): Language code. Returns: Results in a dictionary. :code:`tokens` contains the list of annotations and :code...
[ "def", "_get_annotations", "(", "self", ",", "text", ",", "language", "=", "''", ")", ":", "body", "=", "{", "'document'", ":", "{", "'type'", ":", "'PLAIN_TEXT'", ",", "'content'", ":", "text", ",", "}", ",", "'features'", ":", "{", "'extract_syntax'", ...
Returns the list of annotations retrieved from the given text. Args: text (str): Input text. language (:obj:`str`, optional): Language code. Returns: Results in a dictionary. :code:`tokens` contains the list of annotations and :code:`language` contains the inferred language from the in...
[ "Returns", "the", "list", "of", "annotations", "retrieved", "from", "the", "given", "text", "." ]
python
train
28.9
kodexlab/reliure
reliure/types.py
https://github.com/kodexlab/reliure/blob/0450c7a9254c5c003162738458bbe0c49e777ba5/reliure/types.py#L132-L137
def serialize(self, value, **kwargs): """ pre-serialize value """ if self._serialize is not None: return self._serialize(value, **kwargs) else: return value
[ "def", "serialize", "(", "self", ",", "value", ",", "*", "*", "kwargs", ")", ":", "if", "self", ".", "_serialize", "is", "not", "None", ":", "return", "self", ".", "_serialize", "(", "value", ",", "*", "*", "kwargs", ")", "else", ":", "return", "va...
pre-serialize value
[ "pre", "-", "serialize", "value" ]
python
train
33.166667
HazyResearch/pdftotree
pdftotree/utils/pdf/vector_utils.py
https://github.com/HazyResearch/pdftotree/blob/5890d668b475d5d3058d1d886aafbfd83268c440/pdftotree/utils/pdf/vector_utils.py#L128-L136
def intersect(a, b): """ Check if two rectangles intersect """ if a[x0] == a[x1] or a[y0] == a[y1]: return False if b[x0] == b[x1] or b[y0] == b[y1]: return False return a[x0] <= b[x1] and b[x0] <= a[x1] and a[y0] <= b[y1] and b[y0] <= a[y1]
[ "def", "intersect", "(", "a", ",", "b", ")", ":", "if", "a", "[", "x0", "]", "==", "a", "[", "x1", "]", "or", "a", "[", "y0", "]", "==", "a", "[", "y1", "]", ":", "return", "False", "if", "b", "[", "x0", "]", "==", "b", "[", "x1", "]", ...
Check if two rectangles intersect
[ "Check", "if", "two", "rectangles", "intersect" ]
python
train
30.333333
google-research/batch-ppo
agents/algorithms/ppo/utility.py
https://github.com/google-research/batch-ppo/blob/3d09705977bae4e7c3eb20339a3b384d2a5531e4/agents/algorithms/ppo/utility.py#L160-L189
def variable_summaries(vars_, groups=None, scope='weights'): """Create histogram summaries for the provided variables. Summaries can be grouped via regexes matching variables names. Args: vars_: List of variables to summarize. groups: Mapping of name to regex for grouping summaries. scope: Name scop...
[ "def", "variable_summaries", "(", "vars_", ",", "groups", "=", "None", ",", "scope", "=", "'weights'", ")", ":", "groups", "=", "groups", "or", "{", "r'all'", ":", "r'.*'", "}", "grouped", "=", "collections", ".", "defaultdict", "(", "list", ")", "for", ...
Create histogram summaries for the provided variables. Summaries can be grouped via regexes matching variables names. Args: vars_: List of variables to summarize. groups: Mapping of name to regex for grouping summaries. scope: Name scope for this operation. Returns: Summary tensor.
[ "Create", "histogram", "summaries", "for", "the", "provided", "variables", "." ]
python
train
34.266667
saltstack/salt
salt/modules/freebsdports.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/freebsdports.py#L480-L512
def search(name): ''' Search for matches in the ports tree. Globs are supported, and the category is optional CLI Examples: .. code-block:: bash salt '*' ports.search 'security/*' salt '*' ports.search 'security/n*' salt '*' ports.search nmap .. warning:: Tak...
[ "def", "search", "(", "name", ")", ":", "name", "=", "six", ".", "text_type", "(", "name", ")", "all_ports", "=", "list_all", "(", ")", "if", "'/'", "in", "name", ":", "if", "name", ".", "count", "(", "'/'", ")", ">", "1", ":", "raise", "SaltInvo...
Search for matches in the ports tree. Globs are supported, and the category is optional CLI Examples: .. code-block:: bash salt '*' ports.search 'security/*' salt '*' ports.search 'security/n*' salt '*' ports.search nmap .. warning:: Takes a while to run
[ "Search", "for", "matches", "in", "the", "ports", "tree", ".", "Globs", "are", "supported", "and", "the", "category", "is", "optional" ]
python
train
24.909091
rosenbrockc/fortpy
fortpy/scripts/analyze.py
https://github.com/rosenbrockc/fortpy/blob/1ed0757c52d549e41d9d44bdea68cb89529293a5/fortpy/scripts/analyze.py#L1602-L1609
def do_cd(self, arg): """Imitates the bash shell 'cd' command.""" from os import chdir, path fullpath = path.abspath(path.expanduser(arg)) if path.isdir(fullpath): chdir(fullpath) else: msg.err("'{}' is not a valid directory.".format(arg))
[ "def", "do_cd", "(", "self", ",", "arg", ")", ":", "from", "os", "import", "chdir", ",", "path", "fullpath", "=", "path", ".", "abspath", "(", "path", ".", "expanduser", "(", "arg", ")", ")", "if", "path", ".", "isdir", "(", "fullpath", ")", ":", ...
Imitates the bash shell 'cd' command.
[ "Imitates", "the", "bash", "shell", "cd", "command", "." ]
python
train
37
dopefishh/pympi
pympi/Praat.py
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L414-L430
def get_all_intervals(self): """Returns the true list of intervals including the empty intervals.""" ints = sorted(self.get_intervals(True)) if self.tier_type == 'IntervalTier': if not ints: ints.append((self.xmin, self.xmax, '')) else: if ...
[ "def", "get_all_intervals", "(", "self", ")", ":", "ints", "=", "sorted", "(", "self", ".", "get_intervals", "(", "True", ")", ")", "if", "self", ".", "tier_type", "==", "'IntervalTier'", ":", "if", "not", "ints", ":", "ints", ".", "append", "(", "(", ...
Returns the true list of intervals including the empty intervals.
[ "Returns", "the", "true", "list", "of", "intervals", "including", "the", "empty", "intervals", "." ]
python
test
43.941176
DarkEnergySurvey/ugali
ugali/observation/mask.py
https://github.com/DarkEnergySurvey/ugali/blob/21e890b4117fc810afb6fb058e8055d564f03382/ugali/observation/mask.py#L651-L684
def restrictCatalogToObservableSpaceMMD(self, catalog): """ Retain only the catalog objects which fall within the observable (i.e., unmasked) space. Parameters: catalog: a Catalog object Returns: sel : boolean selection array where True means the object would be obser...
[ "def", "restrictCatalogToObservableSpaceMMD", "(", "self", ",", "catalog", ")", ":", "# ADW: This creates a slope in color-magnitude space near the magnitude limit", "# i.e., if color=g-r then you can't have an object with g-r=1 and mag_r > mask_r-1", "# Depending on which is the detection band,...
Retain only the catalog objects which fall within the observable (i.e., unmasked) space. Parameters: catalog: a Catalog object Returns: sel : boolean selection array where True means the object would be observable (i.e., unmasked). ADW: Careful, this function is fragile! The...
[ "Retain", "only", "the", "catalog", "objects", "which", "fall", "within", "the", "observable", "(", "i", ".", "e", ".", "unmasked", ")", "space", "." ]
python
train
53.176471
artefactual-labs/mets-reader-writer
metsrw/utils.py
https://github.com/artefactual-labs/mets-reader-writer/blob/d95939cabdfdc25cb1bf67df0c84bd0d6e6a73ff/metsrw/utils.py#L45-L52
def _urlendecode(url, func): """Encode or decode ``url`` by applying ``func`` to all of its URL-encodable parts. """ parsed = urlparse(url) for attr in URL_ENCODABLE_PARTS: parsed = parsed._replace(**{attr: func(getattr(parsed, attr))}) return urlunparse(parsed)
[ "def", "_urlendecode", "(", "url", ",", "func", ")", ":", "parsed", "=", "urlparse", "(", "url", ")", "for", "attr", "in", "URL_ENCODABLE_PARTS", ":", "parsed", "=", "parsed", ".", "_replace", "(", "*", "*", "{", "attr", ":", "func", "(", "getattr", ...
Encode or decode ``url`` by applying ``func`` to all of its URL-encodable parts.
[ "Encode", "or", "decode", "url", "by", "applying", "func", "to", "all", "of", "its", "URL", "-", "encodable", "parts", "." ]
python
train
35.875
Erotemic/utool
utool/util_time.py
https://github.com/Erotemic/utool/blob/3b27e1f4e6e6fb23cd8744af7b7195b57d99e03a/utool/util_time.py#L840-L885
def get_timedelta_str(timedelta, exclude_zeros=False): """ get_timedelta_str Returns: str: timedelta_str, formated time string References: http://stackoverflow.com/questions/8906926/formatting-python-timedelta-objects Example: >>> # ENABLE_DOCTEST >>> from utool.ut...
[ "def", "get_timedelta_str", "(", "timedelta", ",", "exclude_zeros", "=", "False", ")", ":", "if", "timedelta", "==", "datetime", ".", "timedelta", "(", "0", ")", ":", "return", "'0 seconds'", "days", "=", "timedelta", ".", "days", "hours", ",", "rem", "=",...
get_timedelta_str Returns: str: timedelta_str, formated time string References: http://stackoverflow.com/questions/8906926/formatting-python-timedelta-objects Example: >>> # ENABLE_DOCTEST >>> from utool.util_time import * # NOQA >>> timedelta = get_unix_timedelta...
[ "get_timedelta_str" ]
python
train
31.043478
not-na/peng3d
peng3d/gui/menus.py
https://github.com/not-na/peng3d/blob/1151be665b26cc8a479f6307086ba919e4d32d85/peng3d/gui/menus.py#L132-L149
def add_widgets(self,**kwargs): """ Called by the initializer to add all widgets. Widgets are discovered by searching through the :py:attr:`WIDGETS` class attribute. If a key in :py:attr:`WIDGETS` is also found in the keyword arguments and not none, the function with the...
[ "def", "add_widgets", "(", "self", ",", "*", "*", "kwargs", ")", ":", "for", "name", ",", "fname", "in", "self", ".", "WIDGETS", ".", "items", "(", ")", ":", "if", "name", "in", "kwargs", "and", "kwargs", "[", "name", "]", "is", "not", "None", ":...
Called by the initializer to add all widgets. Widgets are discovered by searching through the :py:attr:`WIDGETS` class attribute. If a key in :py:attr:`WIDGETS` is also found in the keyword arguments and not none, the function with the name given in the value of the key will be ...
[ "Called", "by", "the", "initializer", "to", "add", "all", "widgets", ".", "Widgets", "are", "discovered", "by", "searching", "through", "the", ":", "py", ":", "attr", ":", "WIDGETS", "class", "attribute", ".", "If", "a", "key", "in", ":", "py", ":", "a...
python
test
51.5
quantmind/pulsar
pulsar/async/actor.py
https://github.com/quantmind/pulsar/blob/fee44e871954aa6ca36d00bb5a3739abfdb89b26/pulsar/async/actor.py#L395-L425
def info(self): '''Return a nested dictionary of information related to the actor status and performance. The dictionary contains the following entries: * ``actor`` a dictionary containing information regarding the type of actor and its status. * ``events`` a dictionary of inf...
[ "def", "info", "(", "self", ")", ":", "if", "not", "self", ".", "started", "(", ")", ":", "return", "isp", "=", "self", ".", "is_process", "(", ")", "actor", "=", "{", "'name'", ":", "self", ".", "name", ",", "'state'", ":", "self", ".", "info_st...
Return a nested dictionary of information related to the actor status and performance. The dictionary contains the following entries: * ``actor`` a dictionary containing information regarding the type of actor and its status. * ``events`` a dictionary of information about the ...
[ "Return", "a", "nested", "dictionary", "of", "information", "related", "to", "the", "actor", "status", "and", "performance", ".", "The", "dictionary", "contains", "the", "following", "entries", ":" ]
python
train
40.483871
TrafficSenseMSD/SumoTools
sumolib/net/lane.py
https://github.com/TrafficSenseMSD/SumoTools/blob/8607b4f885f1d1798e43240be643efe6dccccdaa/sumolib/net/lane.py#L70-L78
def addJunctionPos(shape, fromPos, toPos): """Extends shape with the given positions in case they differ from the existing endpoints. assumes that shape and positions have the same dimensionality""" result = list(shape) if fromPos != shape[0]: result = [fromPos] + result if toPos != shape[-1...
[ "def", "addJunctionPos", "(", "shape", ",", "fromPos", ",", "toPos", ")", ":", "result", "=", "list", "(", "shape", ")", "if", "fromPos", "!=", "shape", "[", "0", "]", ":", "result", "=", "[", "fromPos", "]", "+", "result", "if", "toPos", "!=", "sh...
Extends shape with the given positions in case they differ from the existing endpoints. assumes that shape and positions have the same dimensionality
[ "Extends", "shape", "with", "the", "given", "positions", "in", "case", "they", "differ", "from", "the", "existing", "endpoints", ".", "assumes", "that", "shape", "and", "positions", "have", "the", "same", "dimensionality" ]
python
train
40.111111
secdev/scapy
scapy/layers/inet.py
https://github.com/secdev/scapy/blob/3ffe757c184017dd46464593a8f80f85abc1e79a/scapy/layers/inet.py#L1643-L1666
def traceroute(target, dport=80, minttl=1, maxttl=30, sport=RandShort(), l4=None, filter=None, timeout=2, verbose=None, **kargs): # noqa: E501 """Instant TCP traceroute traceroute(target, [maxttl=30,] [dport=80,] [sport=80,] [verbose=conf.verb]) -> None # noqa: E501 """ if verbose is None: verbose = c...
[ "def", "traceroute", "(", "target", ",", "dport", "=", "80", ",", "minttl", "=", "1", ",", "maxttl", "=", "30", ",", "sport", "=", "RandShort", "(", ")", ",", "l4", "=", "None", ",", "filter", "=", "None", ",", "timeout", "=", "2", ",", "verbose"...
Instant TCP traceroute traceroute(target, [maxttl=30,] [dport=80,] [sport=80,] [verbose=conf.verb]) -> None # noqa: E501
[ "Instant", "TCP", "traceroute", "traceroute", "(", "target", "[", "maxttl", "=", "30", "]", "[", "dport", "=", "80", "]", "[", "sport", "=", "80", "]", "[", "verbose", "=", "conf", ".", "verb", "]", ")", "-", ">", "None", "#", "noqa", ":", "E501"...
python
train
48.25
saltstack/salt
salt/modules/win_dacl.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/win_dacl.py#L208-L217
def getSecurityHkey(self, s): ''' returns the necessary string value for an HKEY for the win32security module ''' try: return self.hkeys_security[s] except KeyError: raise CommandExecutionError(( 'No HKEY named "{0}". It should be one of t...
[ "def", "getSecurityHkey", "(", "self", ",", "s", ")", ":", "try", ":", "return", "self", ".", "hkeys_security", "[", "s", "]", "except", "KeyError", ":", "raise", "CommandExecutionError", "(", "(", "'No HKEY named \"{0}\". It should be one of the following: {1}'", ...
returns the necessary string value for an HKEY for the win32security module
[ "returns", "the", "necessary", "string", "value", "for", "an", "HKEY", "for", "the", "win32security", "module" ]
python
train
39.1
jssimporter/python-jss
jss/tools.py
https://github.com/jssimporter/python-jss/blob/b95185d74e0c0531b0b563f280d4129e21d5fe5d/jss/tools.py#L81-L89
def error_handler(exception_cls, response): """Handle HTTP errors by formatting into strings.""" # Responses are sent as html. Split on the newlines and give us # the <p> text back. error = convert_response_to_text(response) exception = exception_cls("Response Code: %s\tResponse: %s" % ...
[ "def", "error_handler", "(", "exception_cls", ",", "response", ")", ":", "# Responses are sent as html. Split on the newlines and give us", "# the <p> text back.", "error", "=", "convert_response_to_text", "(", "response", ")", "exception", "=", "exception_cls", "(", "\"Respo...
Handle HTTP errors by formatting into strings.
[ "Handle", "HTTP", "errors", "by", "formatting", "into", "strings", "." ]
python
train
47.555556
etal/biofrills
biofrills/alnutils.py
https://github.com/etal/biofrills/blob/36684bb6c7632f96215e8b2b4ebc86640f331bcd/biofrills/alnutils.py#L218-L231
def to_graph(alnfname, weight_func): """Create a NetworkX graph from a sequence alignment. Nodes are string sequence IDs; edge weights are the output of weight_func between each pair, by default the absolute identity (# identical chars). """ import networkx G = networkx.Graph() aln = AlignI...
[ "def", "to_graph", "(", "alnfname", ",", "weight_func", ")", ":", "import", "networkx", "G", "=", "networkx", ".", "Graph", "(", ")", "aln", "=", "AlignIO", ".", "read", "(", "alnfname", ",", "'fasta'", ")", "for", "i", ",", "arec", "in", "enumerate", ...
Create a NetworkX graph from a sequence alignment. Nodes are string sequence IDs; edge weights are the output of weight_func between each pair, by default the absolute identity (# identical chars).
[ "Create", "a", "NetworkX", "graph", "from", "a", "sequence", "alignment", "." ]
python
train
37.714286
DistilledLtd/heimdall
heimdall/heimdall.py
https://github.com/DistilledLtd/heimdall/blob/7568c915a2e5bce759750d5456b39ea3498a6683/heimdall/heimdall.py#L46-L88
def screenshot(url, *args, **kwargs): """ Call PhantomJS with the specified flags and options. """ phantomscript = os.path.join(os.path.dirname(__file__), 'take_screenshot.js') directory = kwargs.get('save_dir', '/tmp') image_name = kwargs.get('image_name', None) or _i...
[ "def", "screenshot", "(", "url", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "phantomscript", "=", "os", ".", "path", ".", "join", "(", "os", ".", "path", ".", "dirname", "(", "__file__", ")", ",", "'take_screenshot.js'", ")", "directory", "...
Call PhantomJS with the specified flags and options.
[ "Call", "PhantomJS", "with", "the", "specified", "flags", "and", "options", "." ]
python
valid
27.883721
tobami/littlechef
littlechef/runner.py
https://github.com/tobami/littlechef/blob/aab8c94081b38100a69cc100bc4278ae7419c58e/littlechef/runner.py#L92-L99
def nodes_with_role(rolename): """Configures a list of nodes that have the given role in their run list""" nodes = [n['name'] for n in lib.get_nodes_with_role(rolename, env.chef_environment)] if not len(nodes): print("No nodes found with role '{0}'".format(rolename)) sys.exit(0)...
[ "def", "nodes_with_role", "(", "rolename", ")", ":", "nodes", "=", "[", "n", "[", "'name'", "]", "for", "n", "in", "lib", ".", "get_nodes_with_role", "(", "rolename", ",", "env", ".", "chef_environment", ")", "]", "if", "not", "len", "(", "nodes", ")",...
Configures a list of nodes that have the given role in their run list
[ "Configures", "a", "list", "of", "nodes", "that", "have", "the", "given", "role", "in", "their", "run", "list" ]
python
train
42.125
saltstack/salt
salt/modules/snapper.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/snapper.py#L99-L138
def _snapshot_to_data(snapshot): ''' Returns snapshot data from a D-Bus response. A snapshot D-Bus response is a dbus.Struct containing the information related to a snapshot: [id, type, pre_snapshot, timestamp, user, description, cleanup_algorithm, userdata] id: dbus.UInt32 type: dbu...
[ "def", "_snapshot_to_data", "(", "snapshot", ")", ":", "data", "=", "{", "}", "data", "[", "'id'", "]", "=", "snapshot", "[", "0", "]", "data", "[", "'type'", "]", "=", "[", "'single'", ",", "'pre'", ",", "'post'", "]", "[", "snapshot", "[", "1", ...
Returns snapshot data from a D-Bus response. A snapshot D-Bus response is a dbus.Struct containing the information related to a snapshot: [id, type, pre_snapshot, timestamp, user, description, cleanup_algorithm, userdata] id: dbus.UInt32 type: dbus.UInt16 pre_snapshot: dbus.UInt32 ti...
[ "Returns", "snapshot", "data", "from", "a", "D", "-", "Bus", "response", "." ]
python
train
24.975
vanheeringen-lab/gimmemotifs
gimmemotifs/genome_index.py
https://github.com/vanheeringen-lab/gimmemotifs/blob/1dc0572179e5d0c8f96958060133c1f8d92c6675/gimmemotifs/genome_index.py#L299-L398
def create_index(self,fasta_dir=None, index_dir=None): """Index all fasta-files in fasta_dir (one sequence per file!) and store the results in index_dir""" # Use default directories if they are not supplied if not fasta_dir: fasta_dir = self.fasta_dir if not...
[ "def", "create_index", "(", "self", ",", "fasta_dir", "=", "None", ",", "index_dir", "=", "None", ")", ":", "# Use default directories if they are not supplied", "if", "not", "fasta_dir", ":", "fasta_dir", "=", "self", ".", "fasta_dir", "if", "not", "index_dir", ...
Index all fasta-files in fasta_dir (one sequence per file!) and store the results in index_dir
[ "Index", "all", "fasta", "-", "files", "in", "fasta_dir", "(", "one", "sequence", "per", "file!", ")", "and", "store", "the", "results", "in", "index_dir" ]
python
train
35.17
jason-weirather/py-seq-tools
seqtools/range/__init__.py
https://github.com/jason-weirather/py-seq-tools/blob/f642c2c73ffef2acc83656a78059a476fc734ca1/seqtools/range/__init__.py#L311-L331
def cmp(self,range2,overlap_size=0): """the comparitor for ranges * return 1 if greater than range2 * return -1 if less than range2 * return 0 if overlapped :param range2: :param overlap_size: allow some padding for an 'equal' comparison (default 0) :type range2: GenomicRange :type ...
[ "def", "cmp", "(", "self", ",", "range2", ",", "overlap_size", "=", "0", ")", ":", "if", "self", ".", "overlaps", "(", "range2", ",", "padding", "=", "overlap_size", ")", ":", "return", "0", "if", "self", ".", "chr", "<", "range2", ".", "chr", ":",...
the comparitor for ranges * return 1 if greater than range2 * return -1 if less than range2 * return 0 if overlapped :param range2: :param overlap_size: allow some padding for an 'equal' comparison (default 0) :type range2: GenomicRange :type overlap_size: int
[ "the", "comparitor", "for", "ranges" ]
python
train
30.666667
idmillington/layout
layout/datatypes/position.py
https://github.com/idmillington/layout/blob/c452d1d7a74c9a74f7639c1b49e2a41c4e354bb5/layout/datatypes/position.py#L66-L71
def get_rotated(self, angle): """Rotates this vector through the given anti-clockwise angle in radians.""" ca = math.cos(angle) sa = math.sin(angle) return Point(self.x*ca-self.y*sa, self.x*sa+self.y*ca)
[ "def", "get_rotated", "(", "self", ",", "angle", ")", ":", "ca", "=", "math", ".", "cos", "(", "angle", ")", "sa", "=", "math", ".", "sin", "(", "angle", ")", "return", "Point", "(", "self", ".", "x", "*", "ca", "-", "self", ".", "y", "*", "s...
Rotates this vector through the given anti-clockwise angle in radians.
[ "Rotates", "this", "vector", "through", "the", "given", "anti", "-", "clockwise", "angle", "in", "radians", "." ]
python
train
39.666667
sgaynetdinov/py-vkontakte
vk/users.py
https://github.com/sgaynetdinov/py-vkontakte/blob/c09654f89008b5847418bb66f1f9c408cd7aa128/vk/users.py#L182-L187
def get_followers(self): """ https://vk.com/dev/users.getFollowers """ response = self._session.fetch_items("users.getFollowers", self.from_json, self._session, count=1000, user_id=self.id, fields=self.USER_FIELDS) return response
[ "def", "get_followers", "(", "self", ")", ":", "response", "=", "self", ".", "_session", ".", "fetch_items", "(", "\"users.getFollowers\"", ",", "self", ".", "from_json", ",", "self", ".", "_session", ",", "count", "=", "1000", ",", "user_id", "=", "self",...
https://vk.com/dev/users.getFollowers
[ "https", ":", "//", "vk", ".", "com", "/", "dev", "/", "users", ".", "getFollowers" ]
python
train
44.333333
Esri/ArcREST
src/arcrest/manageags/administration.py
https://github.com/Esri/ArcREST/blob/ab240fde2b0200f61d4a5f6df033516e53f2f416/src/arcrest/manageags/administration.py#L428-L440
def logs(self): """returns an object to work with the site logs""" if self._resources is None: self.__init() if "logs" in self._resources: url = self._url + "/logs" return _logs.Log(url=url, securityHandler=self._securityHandler, ...
[ "def", "logs", "(", "self", ")", ":", "if", "self", ".", "_resources", "is", "None", ":", "self", ".", "__init", "(", ")", "if", "\"logs\"", "in", "self", ".", "_resources", ":", "url", "=", "self", ".", "_url", "+", "\"/logs\"", "return", "_logs", ...
returns an object to work with the site logs
[ "returns", "an", "object", "to", "work", "with", "the", "site", "logs" ]
python
train
38.769231
pypa/pipenv
pipenv/vendor/requests/utils.py
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/vendor/requests/utils.py#L889-L903
def prepend_scheme_if_needed(url, new_scheme): """Given a URL that may or may not have a scheme, prepend the given scheme. Does not replace a present scheme with the one provided as an argument. :rtype: str """ scheme, netloc, path, params, query, fragment = urlparse(url, new_scheme) # urlpars...
[ "def", "prepend_scheme_if_needed", "(", "url", ",", "new_scheme", ")", ":", "scheme", ",", "netloc", ",", "path", ",", "params", ",", "query", ",", "fragment", "=", "urlparse", "(", "url", ",", "new_scheme", ")", "# urlparse is a finicky beast, and sometimes decid...
Given a URL that may or may not have a scheme, prepend the given scheme. Does not replace a present scheme with the one provided as an argument. :rtype: str
[ "Given", "a", "URL", "that", "may", "or", "may", "not", "have", "a", "scheme", "prepend", "the", "given", "scheme", ".", "Does", "not", "replace", "a", "present", "scheme", "with", "the", "one", "provided", "as", "an", "argument", "." ]
python
train
41.933333
theiviaxx/Frog
frog/views/comment.py
https://github.com/theiviaxx/Frog/blob/a9475463a8eed1323fe3ef5d51f9751fb1dc9edd/frog/views/comment.py#L49-L55
def index(request, obj_id): """Handles a request based on method and calls the appropriate function""" if request.method == 'GET': return get(request, obj_id) elif request.method == 'PUT': getPutData(request) return put(request, obj_id)
[ "def", "index", "(", "request", ",", "obj_id", ")", ":", "if", "request", ".", "method", "==", "'GET'", ":", "return", "get", "(", "request", ",", "obj_id", ")", "elif", "request", ".", "method", "==", "'PUT'", ":", "getPutData", "(", "request", ")", ...
Handles a request based on method and calls the appropriate function
[ "Handles", "a", "request", "based", "on", "method", "and", "calls", "the", "appropriate", "function" ]
python
train
38
ibelie/typy
typy/google/protobuf/text_format.py
https://github.com/ibelie/typy/blob/3616845fb91459aacd8df6bf82c5d91f4542bee7/typy/google/protobuf/text_format.py#L348-L369
def Merge(text, message, allow_unknown_extension=False, allow_field_number=False): """Parses an text representation of a protocol message into a message. Like Parse(), but allows repeated values for a non-repeated field, and uses the last one. Args: text: Message text representation. message...
[ "def", "Merge", "(", "text", ",", "message", ",", "allow_unknown_extension", "=", "False", ",", "allow_field_number", "=", "False", ")", ":", "return", "MergeLines", "(", "text", ".", "split", "(", "'\\n'", ")", ",", "message", ",", "allow_unknown_extension", ...
Parses an text representation of a protocol message into a message. Like Parse(), but allows repeated values for a non-repeated field, and uses the last one. Args: text: Message text representation. message: A protocol buffer message to merge into. allow_unknown_extension: if True, skip over missing...
[ "Parses", "an", "text", "representation", "of", "a", "protocol", "message", "into", "a", "message", "." ]
python
valid
33.363636
ANTsX/ANTsPy
ants/registration/reorient_image.py
https://github.com/ANTsX/ANTsPy/blob/638020af2cdfc5ff4bdb9809ffe67aa505727a3b/ants/registration/reorient_image.py#L171-L200
def get_center_of_mass(image): """ Compute an image center of mass in physical space which is defined as the mean of the intensity weighted voxel coordinate system. ANTsR function: `getCenterOfMass` Arguments --------- image : ANTsImage image from which center of mass will be ...
[ "def", "get_center_of_mass", "(", "image", ")", ":", "if", "image", ".", "pixeltype", "!=", "'float'", ":", "image", "=", "image", ".", "clone", "(", "'float'", ")", "libfn", "=", "utils", ".", "get_lib_fn", "(", "'centerOfMass%s'", "%", "image", ".", "_...
Compute an image center of mass in physical space which is defined as the mean of the intensity weighted voxel coordinate system. ANTsR function: `getCenterOfMass` Arguments --------- image : ANTsImage image from which center of mass will be computed Returns ------- scala...
[ "Compute", "an", "image", "center", "of", "mass", "in", "physical", "space", "which", "is", "defined", "as", "the", "mean", "of", "the", "intensity", "weighted", "voxel", "coordinate", "system", "." ]
python
train
25.5
philgyford/django-spectator
spectator/events/migrations/0039_populate_exhibitions.py
https://github.com/philgyford/django-spectator/blob/f3c72004f9caa1fde0f5a3b2f0d2bf285fc01ada/spectator/events/migrations/0039_populate_exhibitions.py#L27-L70
def forwards(apps, schema_editor): """ Having added the new 'exhibition' Work type, we're going to assume that every Event of type 'museum' should actually have one Exhibition attached. So, we'll add one, with the same title as the Event. And we'll move all Creators from the Event to the Exhibition...
[ "def", "forwards", "(", "apps", ",", "schema_editor", ")", ":", "Event", "=", "apps", ".", "get_model", "(", "'spectator_events'", ",", "'Event'", ")", "Work", "=", "apps", ".", "get_model", "(", "'spectator_events'", ",", "'Work'", ")", "WorkRole", "=", "...
Having added the new 'exhibition' Work type, we're going to assume that every Event of type 'museum' should actually have one Exhibition attached. So, we'll add one, with the same title as the Event. And we'll move all Creators from the Event to the Exhibition.
[ "Having", "added", "the", "new", "exhibition", "Work", "type", "we", "re", "going", "to", "assume", "that", "every", "Event", "of", "type", "museum", "should", "actually", "have", "one", "Exhibition", "attached", "." ]
python
train
34.340909
adafruit/Adafruit_Python_VCNL40xx
Adafruit_VCNL40xx/VCNL40xx.py
https://github.com/adafruit/Adafruit_Python_VCNL40xx/blob/f88ec755fd23017028b6dec1be0607ff4a018e10/Adafruit_VCNL40xx/VCNL40xx.py#L139-L145
def read_ambient(self, timeout_sec=1): """Read the ambient light sensor and return it as an unsigned 16-bit value. """ # Clear any interrupts. self._clear_interrupt(VCNL4010_INT_ALS_READY) # Call base class read_ambient and return result. return super(VCNL4010, self).read...
[ "def", "read_ambient", "(", "self", ",", "timeout_sec", "=", "1", ")", ":", "# Clear any interrupts.", "self", ".", "_clear_interrupt", "(", "VCNL4010_INT_ALS_READY", ")", "# Call base class read_ambient and return result.", "return", "super", "(", "VCNL4010", ",", "sel...
Read the ambient light sensor and return it as an unsigned 16-bit value.
[ "Read", "the", "ambient", "light", "sensor", "and", "return", "it", "as", "an", "unsigned", "16", "-", "bit", "value", "." ]
python
train
47.857143
serge-sans-paille/pythran
pythran/analyses/range_values.py
https://github.com/serge-sans-paille/pythran/blob/7e1b5af2dddfabc50bd2a977f0178be269b349b5/pythran/analyses/range_values.py#L326-L368
def visit_Compare(self, node): """ Boolean are possible index. >>> import gast as ast >>> from pythran import passmanager, backend >>> node = ast.parse(''' ... def foo(): ... a = 2 or 3 ... b = 4 or 5 ... c = a < b ... d = b < 3 ...
[ "def", "visit_Compare", "(", "self", ",", "node", ")", ":", "if", "any", "(", "isinstance", "(", "op", ",", "(", "ast", ".", "In", ",", "ast", ".", "NotIn", ",", "ast", ".", "Is", ",", "ast", ".", "IsNot", ")", ")", "for", "op", "in", "node", ...
Boolean are possible index. >>> import gast as ast >>> from pythran import passmanager, backend >>> node = ast.parse(''' ... def foo(): ... a = 2 or 3 ... b = 4 or 5 ... c = a < b ... d = b < 3 ... e = b == 4''') >>> pm...
[ "Boolean", "are", "possible", "index", "." ]
python
train
36.325581
thiezn/iperf3-python
iperf3/iperf3.py
https://github.com/thiezn/iperf3-python/blob/094a6e043f44fb154988348603661b1473c23a50/iperf3/iperf3.py#L486-L489
def omit(self): """The test startup duration to omit in seconds.""" self._omit = self.lib.iperf_get_test_omit(self._test) return self._omit
[ "def", "omit", "(", "self", ")", ":", "self", ".", "_omit", "=", "self", ".", "lib", ".", "iperf_get_test_omit", "(", "self", ".", "_test", ")", "return", "self", ".", "_omit" ]
The test startup duration to omit in seconds.
[ "The", "test", "startup", "duration", "to", "omit", "in", "seconds", "." ]
python
train
40
swevm/scaleio-py
scaleiopy/api/scaleio/cluster/sdc.py
https://github.com/swevm/scaleio-py/blob/d043a0137cb925987fd5c895a3210968ce1d9028/scaleiopy/api/scaleio/cluster/sdc.py#L62-L73
def get_sdc_by_id(self, id): """ Get ScaleIO SDC object by its id :param name: id of SDC :return: ScaleIO SDC object :raise KeyError: No SDC with specified id found :rtype: SDC object """ for sdc in self.sdc: if sdc.id == id: re...
[ "def", "get_sdc_by_id", "(", "self", ",", "id", ")", ":", "for", "sdc", "in", "self", ".", "sdc", ":", "if", "sdc", ".", "id", "==", "id", ":", "return", "sdc", "raise", "KeyError", "(", "\"SDC with that ID not found\"", ")" ]
Get ScaleIO SDC object by its id :param name: id of SDC :return: ScaleIO SDC object :raise KeyError: No SDC with specified id found :rtype: SDC object
[ "Get", "ScaleIO", "SDC", "object", "by", "its", "id", ":", "param", "name", ":", "id", "of", "SDC", ":", "return", ":", "ScaleIO", "SDC", "object", ":", "raise", "KeyError", ":", "No", "SDC", "with", "specified", "id", "found", ":", "rtype", ":", "SD...
python
train
30.833333
stevearc/dynamo3
dynamo3/rate.py
https://github.com/stevearc/dynamo3/blob/f897c40ece28586272dbcab8f0d99a14a1831dda/dynamo3/rate.py#L27-L31
def add(self, now, num): """ Add a timestamp and date to the data """ if num == 0: return self.points.append((now, num))
[ "def", "add", "(", "self", ",", "now", ",", "num", ")", ":", "if", "num", "==", "0", ":", "return", "self", ".", "points", ".", "append", "(", "(", "now", ",", "num", ")", ")" ]
Add a timestamp and date to the data
[ "Add", "a", "timestamp", "and", "date", "to", "the", "data" ]
python
train
30.4
danielfrg/datasciencebox
datasciencebox/core/project.py
https://github.com/danielfrg/datasciencebox/blob/6b7aa642c6616a46547035fcb815acc1de605a6f/datasciencebox/core/project.py#L66-L72
def read_settings(self): """ Read the "dsbfile" file Populates `self.settings` """ logger.debug('Reading settings from: %s', self.settings_path) self.settings = Settings.from_dsbfile(self.settings_path)
[ "def", "read_settings", "(", "self", ")", ":", "logger", ".", "debug", "(", "'Reading settings from: %s'", ",", "self", ".", "settings_path", ")", "self", ".", "settings", "=", "Settings", ".", "from_dsbfile", "(", "self", ".", "settings_path", ")" ]
Read the "dsbfile" file Populates `self.settings`
[ "Read", "the", "dsbfile", "file", "Populates", "self", ".", "settings" ]
python
train
34.857143
Kortemme-Lab/klab
klab/chainsequence.py
https://github.com/Kortemme-Lab/klab/blob/6d410ad08f1bd9f7cbbb28d7d946e94fbaaa2b6b/klab/chainsequence.py#L57-L81
def parse_atoms(self, pdb): """Parse the ATOM entries into the object""" atomre = re.compile("ATOM") atomlines = [line for line in pdb.lines if atomre.match(line)] chainresnums = {} for line in atomlines: chain = line[21] resname = line[17:20] resnum = line[22:2...
[ "def", "parse_atoms", "(", "self", ",", "pdb", ")", ":", "atomre", "=", "re", ".", "compile", "(", "\"ATOM\"", ")", "atomlines", "=", "[", "line", "for", "line", "in", "pdb", ".", "lines", "if", "atomre", ".", "match", "(", "line", ")", "]", "chain...
Parse the ATOM entries into the object
[ "Parse", "the", "ATOM", "entries", "into", "the", "object" ]
python
train
26.56
mbakker7/timml
timml/linesink1d.py
https://github.com/mbakker7/timml/blob/91e99ad573cb8a9ad8ac1fa041c3ca44520c2390/timml/linesink1d.py#L92-L96
def discharge(self): """Discharge per unit length""" Q = np.zeros(self.aq.naq) Q[self.layers] = self.parameters[:, 0] return Q
[ "def", "discharge", "(", "self", ")", ":", "Q", "=", "np", ".", "zeros", "(", "self", ".", "aq", ".", "naq", ")", "Q", "[", "self", ".", "layers", "]", "=", "self", ".", "parameters", "[", ":", ",", "0", "]", "return", "Q" ]
Discharge per unit length
[ "Discharge", "per", "unit", "length" ]
python
train
30.8
sanger-pathogens/Fastaq
pyfastaq/sequences.py
https://github.com/sanger-pathogens/Fastaq/blob/2c775c846d2491678a9637daa320592e02c26c72/pyfastaq/sequences.py#L580-L582
def subseq(self, start, end): '''Returns Fastq object with the same name, of the bases from start to end, but not including end''' return Fastq(self.id, self.seq[start:end], self.qual[start:end])
[ "def", "subseq", "(", "self", ",", "start", ",", "end", ")", ":", "return", "Fastq", "(", "self", ".", "id", ",", "self", ".", "seq", "[", "start", ":", "end", "]", ",", "self", ".", "qual", "[", "start", ":", "end", "]", ")" ]
Returns Fastq object with the same name, of the bases from start to end, but not including end
[ "Returns", "Fastq", "object", "with", "the", "same", "name", "of", "the", "bases", "from", "start", "to", "end", "but", "not", "including", "end" ]
python
valid
69.666667
rstoneback/pysat
pysat/_meta.py
https://github.com/rstoneback/pysat/blob/4ae1afd80e15e4449397d39dce8c3e969c32c422/pysat/_meta.py#L776-L807
def attr_case_name(self, name): """Returns preserved case name for case insensitive value of name. Checks first within standard attributes. If not found there, checks attributes for higher order data structures. If not found, returns supplied name as it is available for use. Int...
[ "def", "attr_case_name", "(", "self", ",", "name", ")", ":", "lower_name", "=", "name", ".", "lower", "(", ")", "for", "i", "in", "self", ".", "attrs", "(", ")", ":", "if", "lower_name", "==", "i", ".", "lower", "(", ")", ":", "return", "i", "# c...
Returns preserved case name for case insensitive value of name. Checks first within standard attributes. If not found there, checks attributes for higher order data structures. If not found, returns supplied name as it is available for use. Intended to be used to help ensure tha...
[ "Returns", "preserved", "case", "name", "for", "case", "insensitive", "value", "of", "name", ".", "Checks", "first", "within", "standard", "attributes", ".", "If", "not", "found", "there", "checks", "attributes", "for", "higher", "order", "data", "structures", ...
python
train
33.71875
Diaoul/subliminal
subliminal/providers/legendastv.py
https://github.com/Diaoul/subliminal/blob/a952dfb2032eb0fd6eb1eb89f04080923c11c4cf/subliminal/providers/legendastv.py#L258-L314
def get_archives(self, title_id, language_code): """Get the archive list from a given `title_id` and `language_code`. :param int title_id: title id. :param int language_code: language code. :return: the archives. :rtype: list of :class:`LegendasTVArchive` """ lo...
[ "def", "get_archives", "(", "self", ",", "title_id", ",", "language_code", ")", ":", "logger", ".", "info", "(", "'Getting archives for title %d and language %d'", ",", "title_id", ",", "language_code", ")", "archives", "=", "[", "]", "page", "=", "1", "while", ...
Get the archive list from a given `title_id` and `language_code`. :param int title_id: title id. :param int language_code: language code. :return: the archives. :rtype: list of :class:`LegendasTVArchive`
[ "Get", "the", "archive", "list", "from", "a", "given", "title_id", "and", "language_code", "." ]
python
train
42.824561
XuShaohua/bcloud
bcloud/auth.py
https://github.com/XuShaohua/bcloud/blob/4b54e0fdccf2b3013285fef05c97354cfa31697b/bcloud/auth.py#L285-L295
def get_bdstoken(cookie): '''从/disk/home页面获取bdstoken等token信息 这些token对于之后的请求非常重要. ''' url = const.PAN_REFERER req = net.urlopen(url, headers={'Cookie': cookie.header_output()}) if req: return parse_bdstoken(req.data.decode()) else: return None
[ "def", "get_bdstoken", "(", "cookie", ")", ":", "url", "=", "const", ".", "PAN_REFERER", "req", "=", "net", ".", "urlopen", "(", "url", ",", "headers", "=", "{", "'Cookie'", ":", "cookie", ".", "header_output", "(", ")", "}", ")", "if", "req", ":", ...
从/disk/home页面获取bdstoken等token信息 这些token对于之后的请求非常重要.
[ "从", "/", "disk", "/", "home页面获取bdstoken等token信息" ]
python
train
25.181818
brentp/cruzdb
cruzdb/models.py
https://github.com/brentp/cruzdb/blob/9068d46e25952f4a929dde0242beb31fa4c7e89a/cruzdb/models.py#L348-L357
def is_downstream_of(self, other): """ return a boolean indicating whether this feature is downstream of `other` taking the strand of other into account """ if self.chrom != other.chrom: return None if getattr(other, "strand", None) == "-": # other feature is ...
[ "def", "is_downstream_of", "(", "self", ",", "other", ")", ":", "if", "self", ".", "chrom", "!=", "other", ".", "chrom", ":", "return", "None", "if", "getattr", "(", "other", ",", "\"strand\"", ",", "None", ")", "==", "\"-\"", ":", "# other feature is on...
return a boolean indicating whether this feature is downstream of `other` taking the strand of other into account
[ "return", "a", "boolean", "indicating", "whether", "this", "feature", "is", "downstream", "of", "other", "taking", "the", "strand", "of", "other", "into", "account" ]
python
train
43.6
datastore/datastore
datastore/core/serialize.py
https://github.com/datastore/datastore/blob/7ccf0cd4748001d3dbf5e6dda369b0f63e0269d3/datastore/core/serialize.py#L112-L121
def monkey_patch_bson(bson=None): '''Patch bson in pymongo to use loads and dumps interface.''' if not bson: import bson if not hasattr(bson, 'loads'): bson.loads = lambda bsondoc: bson.BSON(bsondoc).decode() if not hasattr(bson, 'dumps'): bson.dumps = lambda document: bson.BSON.encode(document)
[ "def", "monkey_patch_bson", "(", "bson", "=", "None", ")", ":", "if", "not", "bson", ":", "import", "bson", "if", "not", "hasattr", "(", "bson", ",", "'loads'", ")", ":", "bson", ".", "loads", "=", "lambda", "bsondoc", ":", "bson", ".", "BSON", "(", ...
Patch bson in pymongo to use loads and dumps interface.
[ "Patch", "bson", "in", "pymongo", "to", "use", "loads", "and", "dumps", "interface", "." ]
python
train
30.9
tristantao/py-bing-search
py_bing_search/py_bing_search.py
https://github.com/tristantao/py-bing-search/blob/d18b8fcfe5a5502682c65dd458f50c0a29a510e9/py_bing_search/py_bing_search.py#L216-L232
def _search(self, limit, format): ''' Returns a list of result objects, with the url for the next page bing search url. ''' url = self.QUERY_URL.format(requests.utils.quote("'{}'".format(self.query)), min(50, limit), self.current_offset, format) r = requests.get(url, auth=("", se...
[ "def", "_search", "(", "self", ",", "limit", ",", "format", ")", ":", "url", "=", "self", ".", "QUERY_URL", ".", "format", "(", "requests", ".", "utils", ".", "quote", "(", "\"'{}'\"", ".", "format", "(", "self", ".", "query", ")", ")", ",", "min",...
Returns a list of result objects, with the url for the next page bing search url.
[ "Returns", "a", "list", "of", "result", "objects", "with", "the", "url", "for", "the", "next", "page", "bing", "search", "url", "." ]
python
train
55.470588
Jajcus/pyxmpp2
pyxmpp2/xmppparser.py
https://github.com/Jajcus/pyxmpp2/blob/14a40a3950910a9cd008b55f0d8905aa0186ce18/pyxmpp2/xmppparser.py#L112-L127
def start(self, tag, attrs): """Handle the start tag. Call the handler's 'stream_start' methods with an empty root element if it is top level. For lower level tags use :etree:`ElementTree.TreeBuilder` to collect them. """ if self._level == 0: self._r...
[ "def", "start", "(", "self", ",", "tag", ",", "attrs", ")", ":", "if", "self", ".", "_level", "==", "0", ":", "self", ".", "_root", "=", "ElementTree", ".", "Element", "(", "tag", ",", "attrs", ")", "self", ".", "_handler", ".", "stream_start", "("...
Handle the start tag. Call the handler's 'stream_start' methods with an empty root element if it is top level. For lower level tags use :etree:`ElementTree.TreeBuilder` to collect them.
[ "Handle", "the", "start", "tag", "." ]
python
valid
34.1875
alpha-xone/xbbg
xbbg/blp.py
https://github.com/alpha-xone/xbbg/blob/70226eb19a72a08144b5d8cea9db4913200f7bc5/xbbg/blp.py#L350-L398
def intraday(ticker, dt, session='', **kwargs) -> pd.DataFrame: """ Bloomberg intraday bar data within market session Args: ticker: ticker dt: date session: examples include day_open_30, am_normal_30_30, day_close_30, allday_exact_0930_1000 **kwargs: ...
[ "def", "intraday", "(", "ticker", ",", "dt", ",", "session", "=", "''", ",", "*", "*", "kwargs", ")", "->", "pd", ".", "DataFrame", ":", "from", "xbbg", ".", "core", "import", "intervals", "cur_data", "=", "bdib", "(", "ticker", "=", "ticker", ",", ...
Bloomberg intraday bar data within market session Args: ticker: ticker dt: date session: examples include day_open_30, am_normal_30_30, day_close_30, allday_exact_0930_1000 **kwargs: ref: reference ticker or exchange for timezone keep_tz: if ...
[ "Bloomberg", "intraday", "bar", "data", "within", "market", "session" ]
python
valid
34.142857
atztogo/phonopy
phonopy/structure/spglib.py
https://github.com/atztogo/phonopy/blob/869cc2ba9e7d495d5f4cf6942415ab3fc9e2a10f/phonopy/structure/spglib.py#L123-L235
def get_symmetry_dataset(cell, symprec=1e-5, angle_tolerance=-1.0, hall_number=0): """Search symmetry dataset from an input cell. Args: cell, symprec, angle_tolerance: See the docstring of get_symmetry. hall_...
[ "def", "get_symmetry_dataset", "(", "cell", ",", "symprec", "=", "1e-5", ",", "angle_tolerance", "=", "-", "1.0", ",", "hall_number", "=", "0", ")", ":", "_set_no_error", "(", ")", "lattice", ",", "positions", ",", "numbers", ",", "_", "=", "_expand_cell",...
Search symmetry dataset from an input cell. Args: cell, symprec, angle_tolerance: See the docstring of get_symmetry. hall_number: If a serial number of Hall symbol (>0) is given, the database corresponding to the Hall symbol is made. Return: A dictionar...
[ "Search", "symmetry", "dataset", "from", "an", "input", "cell", "." ]
python
train
42.522124
Microsoft/azure-devops-python-api
azure-devops/azure/devops/v5_0/build/build_client.py
https://github.com/Microsoft/azure-devops-python-api/blob/4777ffda2f5052fabbaddb2abe9cb434e0cf1aa8/azure-devops/azure/devops/v5_0/build/build_client.py#L1292-L1313
def get_build_report(self, project, build_id, type=None): """GetBuildReport. [Preview API] Gets a build report. :param str project: Project ID or project name :param int build_id: The ID of the build. :param str type: :rtype: :class:`<BuildReportMetadata> <azure.devops.v5...
[ "def", "get_build_report", "(", "self", ",", "project", ",", "build_id", ",", "type", "=", "None", ")", ":", "route_values", "=", "{", "}", "if", "project", "is", "not", "None", ":", "route_values", "[", "'project'", "]", "=", "self", ".", "_serialize", ...
GetBuildReport. [Preview API] Gets a build report. :param str project: Project ID or project name :param int build_id: The ID of the build. :param str type: :rtype: :class:`<BuildReportMetadata> <azure.devops.v5_0.build.models.BuildReportMetadata>`
[ "GetBuildReport", ".", "[", "Preview", "API", "]", "Gets", "a", "build", "report", ".", ":", "param", "str", "project", ":", "Project", "ID", "or", "project", "name", ":", "param", "int", "build_id", ":", "The", "ID", "of", "the", "build", ".", ":", ...
python
train
51.181818
rsennrich/Bleualign
bleualign/gale_church.py
https://github.com/rsennrich/Bleualign/blob/1de181dcc3257d885a2b981f751c0220c0e8958f/bleualign/gale_church.py#L97-L146
def align_blocks(source_sentences, target_sentences, params = LanguageIndependent): """Creates the sentence alignment of two blocks of texts (usually paragraphs). @param source_sentences: The list of source sentence lengths. @param target_sentences: The list of target sentence lengths. @param params: t...
[ "def", "align_blocks", "(", "source_sentences", ",", "target_sentences", ",", "params", "=", "LanguageIndependent", ")", ":", "alignment_types", "=", "list", "(", "params", ".", "PRIORS", ".", "keys", "(", ")", ")", "# there are always three rows in the history (with ...
Creates the sentence alignment of two blocks of texts (usually paragraphs). @param source_sentences: The list of source sentence lengths. @param target_sentences: The list of target sentence lengths. @param params: the sentence alignment parameters. @return: The sentence alignments, a list of index pa...
[ "Creates", "the", "sentence", "alignment", "of", "two", "blocks", "of", "texts", "(", "usually", "paragraphs", ")", "." ]
python
test
32.58
obriencj/python-javatools
javatools/distdiff.py
https://github.com/obriencj/python-javatools/blob/9e2332b452ddc508bed0615937dddcb2cf051557/javatools/distdiff.py#L591-L617
def add_distdiff_optgroup(parser): """ Option group relating to the use of a DistChange or DistReport """ # for the --processes default cpus = cpu_count() og = parser.add_argument_group("Distribution Checking Options") og.add_argument("--processes", type=int, default=cpus, ...
[ "def", "add_distdiff_optgroup", "(", "parser", ")", ":", "# for the --processes default", "cpus", "=", "cpu_count", "(", ")", "og", "=", "parser", ".", "add_argument_group", "(", "\"Distribution Checking Options\"", ")", "og", ".", "add_argument", "(", "\"--processes\...
Option group relating to the use of a DistChange or DistReport
[ "Option", "group", "relating", "to", "the", "use", "of", "a", "DistChange", "or", "DistReport" ]
python
train
39.925926
sdispater/pendulum
pendulum/__init__.py
https://github.com/sdispater/pendulum/blob/94d28b0d3cb524ae02361bd1ed7ea03e2e655e4e/pendulum/__init__.py#L137-L145
def local( year, month, day, hour=0, minute=0, second=0, microsecond=0 ): # type: (int, int, int, int, int, int, int) -> DateTime """ Return a DateTime in the local timezone. """ return datetime( year, month, day, hour, minute, second, microsecond, tz=local_timezone() )
[ "def", "local", "(", "year", ",", "month", ",", "day", ",", "hour", "=", "0", ",", "minute", "=", "0", ",", "second", "=", "0", ",", "microsecond", "=", "0", ")", ":", "# type: (int, int, int, int, int, int, int) -> DateTime", "return", "datetime", "(", "y...
Return a DateTime in the local timezone.
[ "Return", "a", "DateTime", "in", "the", "local", "timezone", "." ]
python
train
32.777778
KE-works/pykechain
pykechain/models/activity.py
https://github.com/KE-works/pykechain/blob/b0296cf34328fd41660bf6f0b9114fd0167c40c4/pykechain/models/activity.py#L120-L139
def parts(self, *args, **kwargs): """Retrieve parts belonging to this activity. Without any arguments it retrieves the Instances related to this task only. This call only returns the configured properties in an activity. So properties that are not configured are not in the returned par...
[ "def", "parts", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "return", "self", ".", "_client", ".", "parts", "(", "*", "args", ",", "activity", "=", "self", ".", "id", ",", "*", "*", "kwargs", ")" ]
Retrieve parts belonging to this activity. Without any arguments it retrieves the Instances related to this task only. This call only returns the configured properties in an activity. So properties that are not configured are not in the returned parts. See :class:`pykechain.Client.par...
[ "Retrieve", "parts", "belonging", "to", "this", "activity", "." ]
python
train
34.5
tensorflow/probability
tensorflow_probability/python/mcmc/eight_schools_hmc.py
https://github.com/tensorflow/probability/blob/e87fe34111d68c35db0f9eeb4935f1ece9e1a8f5/tensorflow_probability/python/mcmc/eight_schools_hmc.py#L63-L129
def benchmark_eight_schools_hmc( num_results=int(5e3), num_burnin_steps=int(3e3), num_leapfrog_steps=3, step_size=0.4): """Runs HMC on the eight-schools unnormalized posterior.""" num_schools = 8 treatment_effects = tf.constant( [28, 8, -3, 7, -1, 1, 18, 12], dtype=np.float32, n...
[ "def", "benchmark_eight_schools_hmc", "(", "num_results", "=", "int", "(", "5e3", ")", ",", "num_burnin_steps", "=", "int", "(", "3e3", ")", ",", "num_leapfrog_steps", "=", "3", ",", "step_size", "=", "0.4", ")", ":", "num_schools", "=", "8", "treatment_effe...
Runs HMC on the eight-schools unnormalized posterior.
[ "Runs", "HMC", "on", "the", "eight", "-", "schools", "unnormalized", "posterior", "." ]
python
test
31.955224
ikegami-yukino/jaconv
jaconv/jaconv.py
https://github.com/ikegami-yukino/jaconv/blob/5319e4c6b4676ab27b5e9ebec9a299d09a5a62d7/jaconv/jaconv.py#L178-L229
def z2h(text, ignore='', kana=True, ascii=False, digit=False): """Convert Full-width (Zenkaku) Katakana to Half-width (Hankaku) Katakana Parameters ---------- text : str Full-width Katakana string. ignore : str Characters to be ignored in converting. kana : bool Either c...
[ "def", "z2h", "(", "text", ",", "ignore", "=", "''", ",", "kana", "=", "True", ",", "ascii", "=", "False", ",", "digit", "=", "False", ")", ":", "if", "ascii", ":", "if", "digit", ":", "if", "kana", ":", "z2h_map", "=", "Z2H_ALL", "else", ":", ...
Convert Full-width (Zenkaku) Katakana to Half-width (Hankaku) Katakana Parameters ---------- text : str Full-width Katakana string. ignore : str Characters to be ignored in converting. kana : bool Either converting Kana or not. ascii : bool Either converting asci...
[ "Convert", "Full", "-", "width", "(", "Zenkaku", ")", "Katakana", "to", "Half", "-", "width", "(", "Hankaku", ")", "Katakana" ]
python
train
23.25
DAI-Lab/Copulas
copulas/bivariate/gumbel.py
https://github.com/DAI-Lab/Copulas/blob/821df61c3d36a6b81ef2883935f935c2eaaa862c/copulas/bivariate/gumbel.py#L20-L35
def probability_density(self, X): """Compute density function for given copula family.""" self.check_fit() U, V = self.split_matrix(X) if self.theta == 1: return np.multiply(U, V) else: a = np.power(np.multiply(U, V), -1) tmp = np.power(-np....
[ "def", "probability_density", "(", "self", ",", "X", ")", ":", "self", ".", "check_fit", "(", ")", "U", ",", "V", "=", "self", ".", "split_matrix", "(", "X", ")", "if", "self", ".", "theta", "==", "1", ":", "return", "np", ".", "multiply", "(", "...
Compute density function for given copula family.
[ "Compute", "density", "function", "for", "given", "copula", "family", "." ]
python
train
39.1875
wummel/linkchecker
setup.py
https://github.com/wummel/linkchecker/blob/c2ce810c3fb00b895a841a7be6b2e78c64e7b042/setup.py#L330-L339
def run (self): """Remove share directory on clean.""" if self.all: # remove share directory directory = os.path.join("build", "share") if os.path.exists(directory): remove_tree(directory, dry_run=self.dry_run) else: log.war...
[ "def", "run", "(", "self", ")", ":", "if", "self", ".", "all", ":", "# remove share directory", "directory", "=", "os", ".", "path", ".", "join", "(", "\"build\"", ",", "\"share\"", ")", "if", "os", ".", "path", ".", "exists", "(", "directory", ")", ...
Remove share directory on clean.
[ "Remove", "share", "directory", "on", "clean", "." ]
python
train
38.8
bcbio/bcbio-nextgen
bcbio/structural/gatkcnv.py
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/structural/gatkcnv.py#L150-L165
def pon_to_bed(pon_file, out_dir, data): """Extract BED intervals from a GATK4 hdf5 panel of normal file. """ out_file = os.path.join(out_dir, "%s-intervals.bed" % (utils.splitext_plus(os.path.basename(pon_file))[0])) if not utils.file_uptodate(out_file, pon_file): import h5py with file_...
[ "def", "pon_to_bed", "(", "pon_file", ",", "out_dir", ",", "data", ")", ":", "out_file", "=", "os", ".", "path", ".", "join", "(", "out_dir", ",", "\"%s-intervals.bed\"", "%", "(", "utils", ".", "splitext_plus", "(", "os", ".", "path", ".", "basename", ...
Extract BED intervals from a GATK4 hdf5 panel of normal file.
[ "Extract", "BED", "intervals", "from", "a", "GATK4", "hdf5", "panel", "of", "normal", "file", "." ]
python
train
61.5
rhgrant10/Groupy
groupy/api/bots.py
https://github.com/rhgrant10/Groupy/blob/ffd8cac57586fa1c218e3b4bfaa531142c3be766/groupy/api/bots.py#L20-L44
def create(self, name, group_id, avatar_url=None, callback_url=None, dm_notification=None, **kwargs): """Create a new bot in a particular group. :param str name: bot name :param str group_id: the group_id of a group :param str avatar_url: the URL of an image to use as an ...
[ "def", "create", "(", "self", ",", "name", ",", "group_id", ",", "avatar_url", "=", "None", ",", "callback_url", "=", "None", ",", "dm_notification", "=", "None", ",", "*", "*", "kwargs", ")", ":", "payload", "=", "{", "'bot'", ":", "{", "'name'", ":...
Create a new bot in a particular group. :param str name: bot name :param str group_id: the group_id of a group :param str avatar_url: the URL of an image to use as an avatar :param str callback_url: a POST-back URL for each new message :param bool dm_notification: whether to POS...
[ "Create", "a", "new", "bot", "in", "a", "particular", "group", "." ]
python
train
39.12
simodalla/pygmount
thirdparty/PyZenity-0.1.7/PyZenity.py
https://github.com/simodalla/pygmount/blob/8027cfa2ed5fa8e9207d72b6013ecec7fcf2e5f5/thirdparty/PyZenity-0.1.7/PyZenity.py#L274-L287
def ErrorMessage(text, **kwargs): """Show an error message dialog to the user. This will raise a Zenity Error Dialog with a description of the error. text - A description of the error. kwargs - Optional command line parameters for Zenity such as height, width, etc.""" args = ...
[ "def", "ErrorMessage", "(", "text", ",", "*", "*", "kwargs", ")", ":", "args", "=", "[", "'--text=%s'", "%", "text", "]", "for", "generic_args", "in", "kwargs_helper", "(", "kwargs", ")", ":", "args", ".", "append", "(", "'--%s=%s'", "%", "generic_args",...
Show an error message dialog to the user. This will raise a Zenity Error Dialog with a description of the error. text - A description of the error. kwargs - Optional command line parameters for Zenity such as height, width, etc.
[ "Show", "an", "error", "message", "dialog", "to", "the", "user", ".", "This", "will", "raise", "a", "Zenity", "Error", "Dialog", "with", "a", "description", "of", "the", "error", ".", "text", "-", "A", "description", "of", "the", "error", ".", "kwargs", ...
python
train
32.928571
BD2KOnFHIR/fhirtordf
fhirtordf/fhir/fhirmetavoc.py
https://github.com/BD2KOnFHIR/fhirtordf/blob/f97b3df683fa4caacf5cf4f29699ab060bcc0fbf/fhirtordf/fhir/fhirmetavoc.py#L60-L68
def _to_str(uri: URIRef) -> str: """ Convert a FHIR style URI into a tag name to be used to retrieve data from a JSON representation Example: http://hl7.org/fhir/Provenance.agent.whoReference --> whoReference :param uri: URI to convert :return: tag name """ local_...
[ "def", "_to_str", "(", "uri", ":", "URIRef", ")", "->", "str", ":", "local_name", "=", "str", "(", "uri", ")", ".", "replace", "(", "str", "(", "FHIR", ")", ",", "''", ")", "return", "local_name", ".", "rsplit", "(", "'.'", ",", "1", ")", "[", ...
Convert a FHIR style URI into a tag name to be used to retrieve data from a JSON representation Example: http://hl7.org/fhir/Provenance.agent.whoReference --> whoReference :param uri: URI to convert :return: tag name
[ "Convert", "a", "FHIR", "style", "URI", "into", "a", "tag", "name", "to", "be", "used", "to", "retrieve", "data", "from", "a", "JSON", "representation", "Example", ":", "http", ":", "//", "hl7", ".", "org", "/", "fhir", "/", "Provenance", ".", "agent",...
python
train
47.888889
ryanvarley/ExoData
exodata/equations.py
https://github.com/ryanvarley/ExoData/blob/e0d3652117214d2377a707d6778f93b7eb201a41/exodata/equations.py#L876-L918
def _createAbsMagEstimationDict(): """ loads magnitude_estimation.dat which is from http://xoomer.virgilio.it/hrtrace/Sk.htm on 24/01/2014 and based on Schmid-Kaler (1982) creates a dict in the form [Classletter][ClassNumber][List of values for each L Class] """ magnitude_estimation_filepat...
[ "def", "_createAbsMagEstimationDict", "(", ")", ":", "magnitude_estimation_filepath", "=", "resource_filename", "(", "__name__", ",", "'data/magnitude_estimation.dat'", ")", "raw_table", "=", "np", ".", "loadtxt", "(", "magnitude_estimation_filepath", ",", "'|S5'", ")", ...
loads magnitude_estimation.dat which is from http://xoomer.virgilio.it/hrtrace/Sk.htm on 24/01/2014 and based on Schmid-Kaler (1982) creates a dict in the form [Classletter][ClassNumber][List of values for each L Class]
[ "loads", "magnitude_estimation", ".", "dat", "which", "is", "from", "http", ":", "//", "xoomer", ".", "virgilio", ".", "it", "/", "hrtrace", "/", "Sk", ".", "htm", "on", "24", "/", "01", "/", "2014", "and", "based", "on", "Schmid", "-", "Kaler", "(",...
python
train
29.976744
pydata/xarray
xarray/coding/cftime_offsets.py
https://github.com/pydata/xarray/blob/6d93a95d05bdbfc33fff24064f67d29dd891ab58/xarray/coding/cftime_offsets.py#L412-L417
def rollforward(self, date): """Roll date forward to nearest start of quarter""" if self.onOffset(date): return date else: return date + QuarterBegin(month=self.month)
[ "def", "rollforward", "(", "self", ",", "date", ")", ":", "if", "self", ".", "onOffset", "(", "date", ")", ":", "return", "date", "else", ":", "return", "date", "+", "QuarterBegin", "(", "month", "=", "self", ".", "month", ")" ]
Roll date forward to nearest start of quarter
[ "Roll", "date", "forward", "to", "nearest", "start", "of", "quarter" ]
python
train
35
topic2k/pygcgen
pygcgen/generator.py
https://github.com/topic2k/pygcgen/blob/c41701815df2c8c3a57fd5f7b8babe702127c8a1/pygcgen/generator.py#L26-L38
def timestring_to_datetime(timestring): """ Convert an ISO formated date and time string to a datetime object. :param str timestring: String with date and time in ISO format. :rtype: datetime :return: datetime object """ with warnings.catch_warnings(): warnings.filterwarnings("ignor...
[ "def", "timestring_to_datetime", "(", "timestring", ")", ":", "with", "warnings", ".", "catch_warnings", "(", ")", ":", "warnings", ".", "filterwarnings", "(", "\"ignore\"", ",", "category", "=", "UnicodeWarning", ")", "result", "=", "dateutil_parser", "(", "tim...
Convert an ISO formated date and time string to a datetime object. :param str timestring: String with date and time in ISO format. :rtype: datetime :return: datetime object
[ "Convert", "an", "ISO", "formated", "date", "and", "time", "string", "to", "a", "datetime", "object", "." ]
python
valid
30.769231
rene-aguirre/pywinusb
pywinusb/hid/core.py
https://github.com/rene-aguirre/pywinusb/blob/954c4b2105d9f01cb0c50e24500bb747d4ecdc43/pywinusb/hid/core.py#L717-L763
def _process_raw_report(self, raw_report): "Default raw input report data handler" if not self.is_opened(): return if not self.__evt_handlers and not self.__raw_handler: return if not raw_report[0] and \ (raw_report[0] not in self.__input...
[ "def", "_process_raw_report", "(", "self", ",", "raw_report", ")", ":", "if", "not", "self", ".", "is_opened", "(", ")", ":", "return", "if", "not", "self", ".", "__evt_handlers", "and", "not", "self", ".", "__raw_handler", ":", "return", "if", "not", "r...
Default raw input report data handler
[ "Default", "raw", "input", "report", "data", "handler" ]
python
train
45.638298
horazont/aioxmpp
aioxmpp/muc/service.py
https://github.com/horazont/aioxmpp/blob/22a68e5e1d23f2a4dee470092adbd4672f9ef061/aioxmpp/muc/service.py#L48-L60
def _extract_one_pair(body): """ Extract one language-text pair from a :class:`~.LanguageMap`. This is used for tracking. """ if not body: return None, None try: return None, body[None] except KeyError: return min(body.items(), key=lambda x: x[0])
[ "def", "_extract_one_pair", "(", "body", ")", ":", "if", "not", "body", ":", "return", "None", ",", "None", "try", ":", "return", "None", ",", "body", "[", "None", "]", "except", "KeyError", ":", "return", "min", "(", "body", ".", "items", "(", ")", ...
Extract one language-text pair from a :class:`~.LanguageMap`. This is used for tracking.
[ "Extract", "one", "language", "-", "text", "pair", "from", "a", ":", "class", ":", "~", ".", "LanguageMap", "." ]
python
train
22.230769
facelessuser/pyspelling
pyspelling/filters/cpp.py
https://github.com/facelessuser/pyspelling/blob/c25d5292cc2687ad65891a12ead43f7182ca8bb3/pyspelling/filters/cpp.py#L392-L405
def extend_src_text(self, content, context, text_list, category): """Extend the source text list with the gathered text data.""" prefix = self.prefix + '-' if self.prefix else '' for comment, line, encoding in text_list: content.append( filters.SourceText( ...
[ "def", "extend_src_text", "(", "self", ",", "content", ",", "context", ",", "text_list", ",", "category", ")", ":", "prefix", "=", "self", ".", "prefix", "+", "'-'", "if", "self", ".", "prefix", "else", "''", "for", "comment", ",", "line", ",", "encodi...
Extend the source text list with the gathered text data.
[ "Extend", "the", "source", "text", "list", "with", "the", "gathered", "text", "data", "." ]
python
train
35.142857
InfoAgeTech/django-core
django_core/db/models/managers.py
https://github.com/InfoAgeTech/django-core/blob/9664a145473b75120bf71e1644e9c8086e7e8955/django_core/db/models/managers.py#L241-L252
def create_generic(self, content_object=None, **kwargs): """Create a generic object. :param content_object: the content object to create a new object for. """ if content_object: kwargs['content_type'] = ContentType.objects.get_for_model( content_object ...
[ "def", "create_generic", "(", "self", ",", "content_object", "=", "None", ",", "*", "*", "kwargs", ")", ":", "if", "content_object", ":", "kwargs", "[", "'content_type'", "]", "=", "ContentType", ".", "objects", ".", "get_for_model", "(", "content_object", "...
Create a generic object. :param content_object: the content object to create a new object for.
[ "Create", "a", "generic", "object", "." ]
python
train
33.833333
theislab/scanpy
scanpy/plotting/_tools/scatterplots.py
https://github.com/theislab/scanpy/blob/9e4e5ee02e04cf618872d9b098e24f0542e8b227/scanpy/plotting/_tools/scatterplots.py#L739-L751
def _basis2name(basis): """ converts the 'basis' into the proper name. """ component_name = ( 'DC' if basis == 'diffmap' else 'tSNE' if basis == 'tsne' else 'UMAP' if basis == 'umap' else 'PC' if basis == 'pca' else basis.replace('draw_graph_', '').upper() if 'dr...
[ "def", "_basis2name", "(", "basis", ")", ":", "component_name", "=", "(", "'DC'", "if", "basis", "==", "'diffmap'", "else", "'tSNE'", "if", "basis", "==", "'tsne'", "else", "'UMAP'", "if", "basis", "==", "'umap'", "else", "'PC'", "if", "basis", "==", "'p...
converts the 'basis' into the proper name.
[ "converts", "the", "basis", "into", "the", "proper", "name", "." ]
python
train
28.615385
CalebBell/ht
ht/hx.py
https://github.com/CalebBell/ht/blob/3097ef9524c4cf0068ad453c17b10ec9ce551eee/ht/hx.py#L6187-L6236
def DBundle_for_Ntubes_HEDH(N, Do, pitch, angle=30): r'''A rough equation presented in the HEDH for estimating the tube bundle diameter necessary to fit a given number of tubes. No accuracy estimation given. Only 1 pass is supported. .. math:: D_{bundle} = (D_o + (\text{pitch})\sqrt{\frac{1}{0...
[ "def", "DBundle_for_Ntubes_HEDH", "(", "N", ",", "Do", ",", "pitch", ",", "angle", "=", "30", ")", ":", "if", "angle", "==", "30", "or", "angle", "==", "60", ":", "C1", "=", "13", "/", "15.", "elif", "angle", "==", "45", "or", "angle", "==", "90"...
r'''A rough equation presented in the HEDH for estimating the tube bundle diameter necessary to fit a given number of tubes. No accuracy estimation given. Only 1 pass is supported. .. math:: D_{bundle} = (D_o + (\text{pitch})\sqrt{\frac{1}{0.78}}\cdot \sqrt{C_1\cdot N}) C1 = 0.866 fo...
[ "r", "A", "rough", "equation", "presented", "in", "the", "HEDH", "for", "estimating", "the", "tube", "bundle", "diameter", "necessary", "to", "fit", "a", "given", "number", "of", "tubes", ".", "No", "accuracy", "estimation", "given", ".", "Only", "1", "pas...
python
train
28.16
sffjunkie/astral
src/astral.py
https://github.com/sffjunkie/astral/blob/b0aa63fce692357cd33c2bf36c69ed5b6582440c/src/astral.py#L1334-L1354
def solar_azimuth(self, dateandtime=None): """Calculates the solar azimuth angle for a specific date/time. :param dateandtime: The date and time for which to calculate the angle. :type dateandtime: :class:`~datetime.datetime` :returns: The azimuth angle in degrees clockwise from North....
[ "def", "solar_azimuth", "(", "self", ",", "dateandtime", "=", "None", ")", ":", "if", "self", ".", "astral", "is", "None", ":", "self", ".", "astral", "=", "Astral", "(", ")", "if", "dateandtime", "is", "None", ":", "dateandtime", "=", "datetime", ".",...
Calculates the solar azimuth angle for a specific date/time. :param dateandtime: The date and time for which to calculate the angle. :type dateandtime: :class:`~datetime.datetime` :returns: The azimuth angle in degrees clockwise from North. :rtype: float
[ "Calculates", "the", "solar", "azimuth", "angle", "for", "a", "specific", "date", "/", "time", "." ]
python
train
34.619048
eaton-lab/toytree
versioner.py
https://github.com/eaton-lab/toytree/blob/0347ed2098acc5f707fadf52a0ecd411a6d1859c/versioner.py#L39-L67
def get_git_status(self): """ Gets git and init versions and commits since the init version """ ## get git branch self._get_git_branch() ## get tag in the init file self._get_init_release_tag() ## get log commits since <tag> try: self...
[ "def", "get_git_status", "(", "self", ")", ":", "## get git branch", "self", ".", "_get_git_branch", "(", ")", "## get tag in the init file", "self", ".", "_get_init_release_tag", "(", ")", "## get log commits since <tag>", "try", ":", "self", ".", "_get_log_commits", ...
Gets git and init versions and commits since the init version
[ "Gets", "git", "and", "init", "versions", "and", "commits", "since", "the", "init", "version" ]
python
train
34.724138
rigetti/quantumflow
quantumflow/ops.py
https://github.com/rigetti/quantumflow/blob/13a66cabbe8aabf6e023cc675f4a4ebe6ccda8fb/quantumflow/ops.py#L243-L252
def aschannel(self) -> 'Channel': """Converts a Gate into a Channel""" N = self.qubit_nb R = 4 tensor = bk.outer(self.tensor, self.H.tensor) tensor = bk.reshape(tensor, [2**N]*R) tensor = bk.transpose(tensor, [0, 3, 1, 2]) return Channel(tensor, self.qubits)
[ "def", "aschannel", "(", "self", ")", "->", "'Channel'", ":", "N", "=", "self", ".", "qubit_nb", "R", "=", "4", "tensor", "=", "bk", ".", "outer", "(", "self", ".", "tensor", ",", "self", ".", "H", ".", "tensor", ")", "tensor", "=", "bk", ".", ...
Converts a Gate into a Channel
[ "Converts", "a", "Gate", "into", "a", "Channel" ]
python
train
30.7
matthewgilbert/mapping
mapping/mappings.py
https://github.com/matthewgilbert/mapping/blob/24ea21acfe37a0ee273f63a273b5d24ea405e70d/mapping/mappings.py#L315-L407
def to_generics(instruments, weights): """ Map tradeable instruments to generics given weights and tradeable instrument holdings. This is solving the equation Ax = b where A is the weights, and b is the instrument holdings. When Ax = b has no solution we solve for x' such that Ax' is closest to b in...
[ "def", "to_generics", "(", "instruments", ",", "weights", ")", ":", "if", "not", "isinstance", "(", "weights", ",", "dict", ")", ":", "weights", "=", "{", "\"\"", ":", "weights", "}", "allocations", "=", "[", "]", "unmapped_instr", "=", "instruments", "....
Map tradeable instruments to generics given weights and tradeable instrument holdings. This is solving the equation Ax = b where A is the weights, and b is the instrument holdings. When Ax = b has no solution we solve for x' such that Ax' is closest to b in the least squares sense with the additional co...
[ "Map", "tradeable", "instruments", "to", "generics", "given", "weights", "and", "tradeable", "instrument", "holdings", ".", "This", "is", "solving", "the", "equation", "Ax", "=", "b", "where", "A", "is", "the", "weights", "and", "b", "is", "the", "instrument...
python
train
40.935484
Microsoft/nni
tools/nni_cmd/config_utils.py
https://github.com/Microsoft/nni/blob/c7cc8db32da8d2ec77a382a55089f4e17247ce41/tools/nni_cmd/config_utils.py#L49-L57
def write_file(self): '''save config to local file''' if self.config: try: with open(self.config_file, 'w') as file: json.dump(self.config, file) except IOError as error: print('Error:', error) return
[ "def", "write_file", "(", "self", ")", ":", "if", "self", ".", "config", ":", "try", ":", "with", "open", "(", "self", ".", "config_file", ",", "'w'", ")", "as", "file", ":", "json", ".", "dump", "(", "self", ".", "config", ",", "file", ")", "exc...
save config to local file
[ "save", "config", "to", "local", "file" ]
python
train
33.333333
Yelp/kafka-utils
kafka_utils/kafka_check/main.py
https://github.com/Yelp/kafka-utils/blob/cdb4d64308f3079ee0873250bf7b34d0d94eca50/kafka_utils/kafka_check/main.py#L49-L120
def parse_args(): """Parse the command line arguments.""" parser = argparse.ArgumentParser( description='Check kafka current status', ) parser.add_argument( "--cluster-type", "-t", dest='cluster_type', required=True, help='Type of cluster', default...
[ "def", "parse_args", "(", ")", ":", "parser", "=", "argparse", ".", "ArgumentParser", "(", "description", "=", "'Check kafka current status'", ",", ")", "parser", ".", "add_argument", "(", "\"--cluster-type\"", ",", "\"-t\"", ",", "dest", "=", "'cluster_type'", ...
Parse the command line arguments.
[ "Parse", "the", "command", "line", "arguments", "." ]
python
train
31.388889
richardchien/python-cqhttp
cqhttp_helper.py
https://github.com/richardchien/python-cqhttp/blob/1869819a8f89001e3f70668e31afc6c78f7f5bc2/cqhttp_helper.py#L287-L300
def send_discuss_msg_async(self, *, discuss_id, message, auto_escape=False): """ 发送讨论组消息 (异步版本) ------------ :param int discuss_id: 讨论组 ID(正常情况下看不到,需要从讨论组消息上报的数据中获得) :param str | list[ dict[ str, unknown ] ] message: 要发送的内容 :param bool auto_escape: 消息内容是否作为纯文本发送(即不解析 CQ...
[ "def", "send_discuss_msg_async", "(", "self", ",", "*", ",", "discuss_id", ",", "message", ",", "auto_escape", "=", "False", ")", ":", "return", "super", "(", ")", ".", "__getattr__", "(", "'send_discuss_msg_async'", ")", "(", "discuss_id", "=", "discuss_id", ...
发送讨论组消息 (异步版本) ------------ :param int discuss_id: 讨论组 ID(正常情况下看不到,需要从讨论组消息上报的数据中获得) :param str | list[ dict[ str, unknown ] ] message: 要发送的内容 :param bool auto_escape: 消息内容是否作为纯文本发送(即不解析 CQ 码),`message` 数据类型为 `list` 时无效 :return: None :rtype: None
[ "发送讨论组消息", "(", "异步版本", ")" ]
python
valid
38.071429
gunyarakun/python-shogi
shogi/__init__.py
https://github.com/gunyarakun/python-shogi/blob/137fe5f5e72251e8a97a1dba4a9b44b7c3c79914/shogi/__init__.py#L599-L606
def piece_at(self, square): '''Gets the piece at the given square.''' mask = BB_SQUARES[square] color = int(bool(self.occupied[WHITE] & mask)) piece_type = self.piece_type_at(square) if piece_type: return Piece(piece_type, color)
[ "def", "piece_at", "(", "self", ",", "square", ")", ":", "mask", "=", "BB_SQUARES", "[", "square", "]", "color", "=", "int", "(", "bool", "(", "self", ".", "occupied", "[", "WHITE", "]", "&", "mask", ")", ")", "piece_type", "=", "self", ".", "piece...
Gets the piece at the given square.
[ "Gets", "the", "piece", "at", "the", "given", "square", "." ]
python
test
34.375
cirruscluster/cirruscluster
cirruscluster/ext/ansible/runner/connection_plugins/paramiko_ssh.py
https://github.com/cirruscluster/cirruscluster/blob/977409929dd81322d886425cdced10608117d5d7/cirruscluster/ext/ansible/runner/connection_plugins/paramiko_ssh.py#L178-L188
def fetch_file(self, in_path, out_path): ''' save a remote file to the specified path ''' vvv("FETCH %s TO %s" % (in_path, out_path), host=self.host) try: self.sftp = self._connect_sftp() except: raise errors.AnsibleError("failed to open a SFTP connection") ...
[ "def", "fetch_file", "(", "self", ",", "in_path", ",", "out_path", ")", ":", "vvv", "(", "\"FETCH %s TO %s\"", "%", "(", "in_path", ",", "out_path", ")", ",", "host", "=", "self", ".", "host", ")", "try", ":", "self", ".", "sftp", "=", "self", ".", ...
save a remote file to the specified path
[ "save", "a", "remote", "file", "to", "the", "specified", "path" ]
python
train
42.545455
galactics/beyond
beyond/orbits/tle.py
https://github.com/galactics/beyond/blob/7a7590ff0fd4c0bac3e8e383ecca03caa98e5742/beyond/orbits/tle.py#L82-L102
def _unfloat(flt, precision=5): """Function to convert float to 'decimal point assumed' format >>> _unfloat(0) '00000-0' >>> _unfloat(3.4473e-4) '34473-3' >>> _unfloat(-6.0129e-05) '-60129-4' >>> _unfloat(4.5871e-05) '45871-4' """ if flt == 0.: return "{}-0".format(...
[ "def", "_unfloat", "(", "flt", ",", "precision", "=", "5", ")", ":", "if", "flt", "==", "0.", ":", "return", "\"{}-0\"", ".", "format", "(", "\"0\"", "*", "precision", ")", "num", ",", "_", ",", "exp", "=", "\"{:.{}e}\"", ".", "format", "(", "flt",...
Function to convert float to 'decimal point assumed' format >>> _unfloat(0) '00000-0' >>> _unfloat(3.4473e-4) '34473-3' >>> _unfloat(-6.0129e-05) '-60129-4' >>> _unfloat(4.5871e-05) '45871-4'
[ "Function", "to", "convert", "float", "to", "decimal", "point", "assumed", "format" ]
python
train
22.52381
ArchiveTeam/wpull
wpull/cookiewrapper.py
https://github.com/ArchiveTeam/wpull/blob/ddf051aa3322479325ba20aa778cb2cb97606bf5/wpull/cookiewrapper.py#L43-L53
def info(self): '''Return the header fields as a Message: Returns: Message: An instance of :class:`email.message.Message`. If Python 2, returns an instance of :class:`mimetools.Message`. ''' if sys.version_info[0] == 2: return mimetools.Message(io.Str...
[ "def", "info", "(", "self", ")", ":", "if", "sys", ".", "version_info", "[", "0", "]", "==", "2", ":", "return", "mimetools", ".", "Message", "(", "io", ".", "StringIO", "(", "str", "(", "self", ".", "_response", ".", "fields", ")", ")", ")", "el...
Return the header fields as a Message: Returns: Message: An instance of :class:`email.message.Message`. If Python 2, returns an instance of :class:`mimetools.Message`.
[ "Return", "the", "header", "fields", "as", "a", "Message", ":" ]
python
train
39.181818
lrq3000/pyFileFixity
pyFileFixity/lib/tee.py
https://github.com/lrq3000/pyFileFixity/blob/fd5ef23bb13835faf1e3baa773619b86a1cc9bdf/pyFileFixity/lib/tee.py#L27-L34
def write(self, data, end="\n", flush=True): """ Output data to stdout and/or file """ if not self.nostdout: self.stdout.write(data+end) if self.file is not None: self.file.write(data+end) if flush: self.flush()
[ "def", "write", "(", "self", ",", "data", ",", "end", "=", "\"\\n\"", ",", "flush", "=", "True", ")", ":", "if", "not", "self", ".", "nostdout", ":", "self", ".", "stdout", ".", "write", "(", "data", "+", "end", ")", "if", "self", ".", "file", ...
Output data to stdout and/or file
[ "Output", "data", "to", "stdout", "and", "/", "or", "file" ]
python
train
34
aetros/aetros-cli
aetros/backend.py
https://github.com/aetros/aetros-cli/blob/a2a1f38d6af1660e1e2680c7d413ec2aef45faab/aetros/backend.py#L505-L517
def external_aborted(self, params): """ Immediately abort the job by server. This runs in the Client:read() thread. """ self.ended = True self.running = False # When the server sends an abort signal, we really have to close immediately, # since for examp...
[ "def", "external_aborted", "(", "self", ",", "params", ")", ":", "self", ".", "ended", "=", "True", "self", ".", "running", "=", "False", "# When the server sends an abort signal, we really have to close immediately,", "# since for example the job has been already deleted.", ...
Immediately abort the job by server. This runs in the Client:read() thread.
[ "Immediately", "abort", "the", "job", "by", "server", "." ]
python
train
32.461538
lrq3000/pyFileFixity
pyFileFixity/lib/reedsolomon/reedsolo.py
https://github.com/lrq3000/pyFileFixity/blob/fd5ef23bb13835faf1e3baa773619b86a1cc9bdf/pyFileFixity/lib/reedsolomon/reedsolo.py#L588-L600
def rs_find_errors(err_loc, nmess, generator=2): '''Find the roots (ie, where evaluation = zero) of error polynomial by bruteforce trial, this is a sort of Chien's search (but less efficient, Chien's search is a way to evaluate the polynomial such that each evaluation only takes constant time).''' # nmess = len...
[ "def", "rs_find_errors", "(", "err_loc", ",", "nmess", ",", "generator", "=", "2", ")", ":", "# nmess = length of whole codeword (message + ecc symbols)", "errs", "=", "len", "(", "err_loc", ")", "-", "1", "err_pos", "=", "[", "]", "for", "i", "in", "xrange", ...
Find the roots (ie, where evaluation = zero) of error polynomial by bruteforce trial, this is a sort of Chien's search (but less efficient, Chien's search is a way to evaluate the polynomial such that each evaluation only takes constant time).
[ "Find", "the", "roots", "(", "ie", "where", "evaluation", "=", "zero", ")", "of", "error", "polynomial", "by", "bruteforce", "trial", "this", "is", "a", "sort", "of", "Chien", "s", "search", "(", "but", "less", "efficient", "Chien", "s", "search", "is", ...
python
train
132.692308
brantai/python-rightscale
rightscale/util.py
https://github.com/brantai/python-rightscale/blob/5fbf4089922917247be712d58645a7b1504f0944/rightscale/util.py#L57-L83
def find_by_name(collection, name, exact=True): """ Searches collection by resource name. :param rightscale.ResourceCollection collection: The collection in which to look for :attr:`name`. :param str name: The name to look for in collection. :param bool exact: A RightScale ``index`` searc...
[ "def", "find_by_name", "(", "collection", ",", "name", ",", "exact", "=", "True", ")", ":", "params", "=", "{", "'filter[]'", ":", "[", "'name==%s'", "%", "name", "]", "}", "found", "=", "collection", ".", "index", "(", "params", "=", "params", ")", ...
Searches collection by resource name. :param rightscale.ResourceCollection collection: The collection in which to look for :attr:`name`. :param str name: The name to look for in collection. :param bool exact: A RightScale ``index`` search with a :attr:`name` filter can return multiple res...
[ "Searches", "collection", "by", "resource", "name", "." ]
python
train
39.777778
mabuchilab/QNET
src/qnet/algebra/core/hilbert_space_algebra.py
https://github.com/mabuchilab/QNET/blob/cc20d26dad78691d34c67173e5cd67dcac94208a/src/qnet/algebra/core/hilbert_space_algebra.py#L463-L507
def next_basis_label_or_index(self, label_or_index, n=1): """Given the label or index of a basis state, return the label/index of the next basis state. More generally, if `n` is given, return the `n`'th next basis state label/index; `n` may also be negative to obtain previous basis stat...
[ "def", "next_basis_label_or_index", "(", "self", ",", "label_or_index", ",", "n", "=", "1", ")", ":", "if", "isinstance", "(", "label_or_index", ",", "int", ")", ":", "new_index", "=", "label_or_index", "+", "n", "if", "new_index", "<", "0", ":", "raise", ...
Given the label or index of a basis state, return the label/index of the next basis state. More generally, if `n` is given, return the `n`'th next basis state label/index; `n` may also be negative to obtain previous basis state labels/indices. The return type is the same as the...
[ "Given", "the", "label", "or", "index", "of", "a", "basis", "state", "return", "the", "label", "/", "index", "of", "the", "next", "basis", "state", "." ]
python
train
46.511111
googleapis/google-cloud-python
bigtable/google/cloud/bigtable/row.py
https://github.com/googleapis/google-cloud-python/blob/85e80125a59cb10f8cb105f25ecc099e4b940b50/bigtable/google/cloud/bigtable/row.py#L122-L170
def _set_cell(self, column_family_id, column, value, timestamp=None, state=None): """Helper for :meth:`set_cell` Adds a mutation to set the value in a specific cell. ``state`` is unused by :class:`DirectRow` but is used by subclasses. :type column_family_id: str :param...
[ "def", "_set_cell", "(", "self", ",", "column_family_id", ",", "column", ",", "value", ",", "timestamp", "=", "None", ",", "state", "=", "None", ")", ":", "column", "=", "_to_bytes", "(", "column", ")", "if", "isinstance", "(", "value", ",", "six", "."...
Helper for :meth:`set_cell` Adds a mutation to set the value in a specific cell. ``state`` is unused by :class:`DirectRow` but is used by subclasses. :type column_family_id: str :param column_family_id: The column family that contains the column. ...
[ "Helper", "for", ":", "meth", ":", "set_cell" ]
python
train
38.714286
profitbricks/profitbricks-sdk-python
profitbricks/client.py
https://github.com/profitbricks/profitbricks-sdk-python/blob/2c804b141688eccb07d6ae56601d5c60a62abebd/profitbricks/client.py#L2147-L2166
def create_volume(self, datacenter_id, volume): """ Creates a volume within the specified data center. :param datacenter_id: The unique ID of the data center. :type datacenter_id: ``str`` :param volume: A volume dict. :type volume: ``dict`` ...
[ "def", "create_volume", "(", "self", ",", "datacenter_id", ",", "volume", ")", ":", "data", "=", "(", "json", ".", "dumps", "(", "self", ".", "_create_volume_dict", "(", "volume", ")", ")", ")", "response", "=", "self", ".", "_perform_request", "(", "url...
Creates a volume within the specified data center. :param datacenter_id: The unique ID of the data center. :type datacenter_id: ``str`` :param volume: A volume dict. :type volume: ``dict``
[ "Creates", "a", "volume", "within", "the", "specified", "data", "center", "." ]
python
valid
27.3
HEPData/hepdata-converter
hepdata_converter/parsers/oldhepdata_parser.py
https://github.com/HEPData/hepdata-converter/blob/354271448980efba86f2f3d27b99d818e75fd90d/hepdata_converter/parsers/oldhepdata_parser.py#L34-L44
def reset(self): """Clean any processing data, and prepare object for reuse """ self.current_table = None self.tables = [] self.data = [{}] self.additional_data = {} self.lines = [] self.set_state('document') self.current_file = None self.s...
[ "def", "reset", "(", "self", ")", ":", "self", ".", "current_table", "=", "None", "self", ".", "tables", "=", "[", "]", "self", ".", "data", "=", "[", "{", "}", "]", "self", ".", "additional_data", "=", "{", "}", "self", ".", "lines", "=", "[", ...
Clean any processing data, and prepare object for reuse
[ "Clean", "any", "processing", "data", "and", "prepare", "object", "for", "reuse" ]
python
train
30.181818
wummel/linkchecker
third_party/dnspython/dns/rdataset.py
https://github.com/wummel/linkchecker/blob/c2ce810c3fb00b895a841a7be6b2e78c64e7b042/third_party/dnspython/dns/rdataset.py#L308-L324
def from_rdata_list(ttl, rdatas): """Create an rdataset with the specified TTL, and with the specified list of rdata objects. @rtype: dns.rdataset.Rdataset object """ if len(rdatas) == 0: raise ValueError("rdata list must not be empty") r = None for rd in rdatas: if r is No...
[ "def", "from_rdata_list", "(", "ttl", ",", "rdatas", ")", ":", "if", "len", "(", "rdatas", ")", "==", "0", ":", "raise", "ValueError", "(", "\"rdata list must not be empty\"", ")", "r", "=", "None", "for", "rd", "in", "rdatas", ":", "if", "r", "is", "N...
Create an rdataset with the specified TTL, and with the specified list of rdata objects. @rtype: dns.rdataset.Rdataset object
[ "Create", "an", "rdataset", "with", "the", "specified", "TTL", "and", "with", "the", "specified", "list", "of", "rdata", "objects", "." ]
python
train
26.294118
apache/spark
python/pyspark/sql/avro/functions.py
https://github.com/apache/spark/blob/618d6bff71073c8c93501ab7392c3cc579730f0b/python/pyspark/sql/avro/functions.py#L31-L67
def from_avro(data, jsonFormatSchema, options={}): """ Converts a binary column of avro format into its corresponding catalyst value. The specified schema must match the read data, otherwise the behavior is undefined: it may fail or return arbitrary result. Note: Avro is built-in but external data ...
[ "def", "from_avro", "(", "data", ",", "jsonFormatSchema", ",", "options", "=", "{", "}", ")", ":", "sc", "=", "SparkContext", ".", "_active_spark_context", "try", ":", "jc", "=", "sc", ".", "_jvm", ".", "org", ".", "apache", ".", "spark", ".", "sql", ...
Converts a binary column of avro format into its corresponding catalyst value. The specified schema must match the read data, otherwise the behavior is undefined: it may fail or return arbitrary result. Note: Avro is built-in but external data source module since Spark 2.4. Please deploy the applicatio...
[ "Converts", "a", "binary", "column", "of", "avro", "format", "into", "its", "corresponding", "catalyst", "value", ".", "The", "specified", "schema", "must", "match", "the", "read", "data", "otherwise", "the", "behavior", "is", "undefined", ":", "it", "may", ...
python
train
48