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
jaredLunde/vital-tools
vital/security/__init__.py
https://github.com/jaredLunde/vital-tools/blob/ea924c9bbb6ec22aa66f8095f018b1ee0099ac04/vital/security/__init__.py#L405-L430
def randkey(bits, keyspace=string.ascii_letters + string.digits + '#/.', rng=None): """ Returns a cryptographically secure random key of desired @bits of entropy within @keyspace using :class:random.SystemRandom @bits: (#int) minimum bits of entropy @keyspace: (#str) or iterable...
[ "def", "randkey", "(", "bits", ",", "keyspace", "=", "string", ".", "ascii_letters", "+", "string", ".", "digits", "+", "'#/.'", ",", "rng", "=", "None", ")", ":", "return", "\"\"", ".", "join", "(", "char", "for", "char", "in", "iter_random_chars", "(...
Returns a cryptographically secure random key of desired @bits of entropy within @keyspace using :class:random.SystemRandom @bits: (#int) minimum bits of entropy @keyspace: (#str) or iterable allowed output chars @rng: the random number generator to use. Defaults to :class:r...
[ "Returns", "a", "cryptographically", "secure", "random", "key", "of", "desired", "@bits", "of", "entropy", "within", "@keyspace", "using", ":", "class", ":", "random", ".", "SystemRandom" ]
python
train
34.615385
flowersteam/explauto
explauto/sensorimotor_model/inverse/cma.py
https://github.com/flowersteam/explauto/blob/cf0f81ecb9f6412f7276a95bd27359000e1e26b6/explauto/sensorimotor_model/inverse/cma.py#L1504-L1512
def idx_infeasible(self, solution_genotype): """return indices of "infeasible" variables, that is, variables that do not directly map into the feasible domain such that ``tf.inverse(tf(x)) == x``. """ res = [i for i, x in enumerate(solution_genotype) ...
[ "def", "idx_infeasible", "(", "self", ",", "solution_genotype", ")", ":", "res", "=", "[", "i", "for", "i", ",", "x", "in", "enumerate", "(", "solution_genotype", ")", "if", "not", "self", ".", "is_feasible_i", "(", "x", ",", "i", ")", "]", "return", ...
return indices of "infeasible" variables, that is, variables that do not directly map into the feasible domain such that ``tf.inverse(tf(x)) == x``.
[ "return", "indices", "of", "infeasible", "variables", "that", "is", "variables", "that", "do", "not", "directly", "map", "into", "the", "feasible", "domain", "such", "that", "tf", ".", "inverse", "(", "tf", "(", "x", "))", "==", "x", "." ]
python
train
40.777778
rflamary/POT
ot/smooth.py
https://github.com/rflamary/POT/blob/c5108efc7b6702e1af3928bef1032e6b37734d1c/ot/smooth.py#L510-L600
def smooth_ot_semi_dual(a, b, M, reg, reg_type='l2', method="L-BFGS-B", stopThr=1e-9, numItermax=500, verbose=False, log=False): r""" Solve the regularized OT problem in the semi-dual and return the OT matrix The function solves the smooth relaxed dual formulation (10) in [17]_ : ...
[ "def", "smooth_ot_semi_dual", "(", "a", ",", "b", ",", "M", ",", "reg", ",", "reg_type", "=", "'l2'", ",", "method", "=", "\"L-BFGS-B\"", ",", "stopThr", "=", "1e-9", ",", "numItermax", "=", "500", ",", "verbose", "=", "False", ",", "log", "=", "Fals...
r""" Solve the regularized OT problem in the semi-dual and return the OT matrix The function solves the smooth relaxed dual formulation (10) in [17]_ : .. math:: \max_{\alpha}\quad a^T\alpha-OT_\Omega^*(\alpha,b) where : .. math:: OT_\Omega^*(\alpha,b)=\sum_j b_j - :math:`\m...
[ "r", "Solve", "the", "regularized", "OT", "problem", "in", "the", "semi", "-", "dual", "and", "return", "the", "OT", "matrix" ]
python
train
32.604396
zencoder/zencoder-py
zencoder/core.py
https://github.com/zencoder/zencoder-py/blob/9d762e33e2bb2edadb0e5da0bb80a61e27636426/zencoder/core.py#L103-L110
def post(self, url, body=None): """ Executes an HTTP POST request for the given URL. """ response = self.http.post(url, headers=self.headers, data=body, **self.requests_params) return self.proc...
[ "def", "post", "(", "self", ",", "url", ",", "body", "=", "None", ")", ":", "response", "=", "self", ".", "http", ".", "post", "(", "url", ",", "headers", "=", "self", ".", "headers", ",", "data", "=", "body", ",", "*", "*", "self", ".", "reque...
Executes an HTTP POST request for the given URL.
[ "Executes", "an", "HTTP", "POST", "request", "for", "the", "given", "URL", "." ]
python
train
40.75
CZ-NIC/yangson
yangson/datamodel.py
https://github.com/CZ-NIC/yangson/blob/a4b9464041fa8b28f6020a420ababf18fddf5d4a/yangson/datamodel.py#L169-L177
def schema_digest(self) -> str: """Generate schema digest (to be used primarily by clients). Returns: Condensed information about the schema in JSON format. """ res = self.schema._node_digest() res["config"] = True return json.dumps(res)
[ "def", "schema_digest", "(", "self", ")", "->", "str", ":", "res", "=", "self", ".", "schema", ".", "_node_digest", "(", ")", "res", "[", "\"config\"", "]", "=", "True", "return", "json", ".", "dumps", "(", "res", ")" ]
Generate schema digest (to be used primarily by clients). Returns: Condensed information about the schema in JSON format.
[ "Generate", "schema", "digest", "(", "to", "be", "used", "primarily", "by", "clients", ")", "." ]
python
train
32.222222
tensorpack/tensorpack
examples/basics/export-model.py
https://github.com/tensorpack/tensorpack/blob/d7a13cb74c9066bc791d7aafc3b744b60ee79a9f/examples/basics/export-model.py#L106-L113
def export_serving(model_path): """Export trained model to use it in TensorFlow Serving or cloudML. """ pred_config = PredictConfig( session_init=get_model_loader(model_path), model=InferenceOnlyModel(), input_names=['input_img_bytes'], output_names=['prediction_img_bytes']) ...
[ "def", "export_serving", "(", "model_path", ")", ":", "pred_config", "=", "PredictConfig", "(", "session_init", "=", "get_model_loader", "(", "model_path", ")", ",", "model", "=", "InferenceOnlyModel", "(", ")", ",", "input_names", "=", "[", "'input_img_bytes'", ...
Export trained model to use it in TensorFlow Serving or cloudML.
[ "Export", "trained", "model", "to", "use", "it", "in", "TensorFlow", "Serving", "or", "cloudML", "." ]
python
train
46.375
singularityhub/sregistry-cli
sregistry/main/google_build/push.py
https://github.com/singularityhub/sregistry-cli/blob/abc96140a1d15b5e96d83432e1e0e1f4f8f36331/sregistry/main/google_build/push.py#L26-L58
def push(self, path, name, tag=None): '''push an image to Google Cloud Storage, meaning uploading it path: should correspond to an absolte image path (or derive it) name: should be the complete uri that the user has requested to push. tag: should correspond with an image tag. This is provided to mi...
[ "def", "push", "(", "self", ",", "path", ",", "name", ",", "tag", "=", "None", ")", ":", "path", "=", "os", ".", "path", ".", "abspath", "(", "path", ")", "bot", ".", "debug", "(", "\"PUSH %s\"", "%", "path", ")", "if", "not", "os", ".", "path"...
push an image to Google Cloud Storage, meaning uploading it path: should correspond to an absolte image path (or derive it) name: should be the complete uri that the user has requested to push. tag: should correspond with an image tag. This is provided to mirror Docker
[ "push", "an", "image", "to", "Google", "Cloud", "Storage", "meaning", "uploading", "it", "path", ":", "should", "correspond", "to", "an", "absolte", "image", "path", "(", "or", "derive", "it", ")", "name", ":", "should", "be", "the", "complete", "uri", "...
python
test
33.878788
Parsely/birding
src/birding/config.py
https://github.com/Parsely/birding/blob/c7f6eee56424234e361b1a455595de202e744dac/src/birding/config.py#L231-L261
def import_name(name, default_ns=None): """Import an object based on the dotted string. >>> import_name('textwrap') # doctest: +ELLIPSIS <module 'textwrap' from '...'> >>> import_name('birding.config') # doctest: +ELLIPSIS <module 'birding.config' from '...'> >>> import_name('birding.config.get...
[ "def", "import_name", "(", "name", ",", "default_ns", "=", "None", ")", ":", "if", "'.'", "not", "in", "name", ":", "if", "default_ns", "is", "None", ":", "return", "importlib", ".", "import_module", "(", "name", ")", "else", ":", "name", "=", "default...
Import an object based on the dotted string. >>> import_name('textwrap') # doctest: +ELLIPSIS <module 'textwrap' from '...'> >>> import_name('birding.config') # doctest: +ELLIPSIS <module 'birding.config' from '...'> >>> import_name('birding.config.get_config') # doctest: +ELLIPSIS <function ge...
[ "Import", "an", "object", "based", "on", "the", "dotted", "string", "." ]
python
train
33.83871
ARMmbed/mbed-cloud-sdk-python
src/mbed_cloud/account_management/account_management.py
https://github.com/ARMmbed/mbed-cloud-sdk-python/blob/c0af86fb2cdd4dc7ed26f236139241067d293509/src/mbed_cloud/account_management/account_management.py#L257-L268
def list_groups(self, **kwargs): """List all groups in organisation. :param int limit: The number of groups to retrieve :param str order: The ordering direction, ascending (asc) or descending (desc) :param str after: Get groups after/starting at given group ID :returns: a list o...
[ "def", "list_groups", "(", "self", ",", "*", "*", "kwargs", ")", ":", "kwargs", "=", "self", ".", "_verify_sort_options", "(", "kwargs", ")", "api", "=", "self", ".", "_get_api", "(", "iam", ".", "DeveloperApi", ")", "return", "PaginatedResponse", "(", "...
List all groups in organisation. :param int limit: The number of groups to retrieve :param str order: The ordering direction, ascending (asc) or descending (desc) :param str after: Get groups after/starting at given group ID :returns: a list of :py:class:`Group` objects. :rtype:...
[ "List", "all", "groups", "in", "organisation", "." ]
python
train
46.75
zvolsky/wfpdf
wfpdf.py
https://github.com/zvolsky/wfpdf/blob/d3625a6420ae1fb6722d81cddf0636af496c42bb/wfpdf.py#L116-L127
def header(self, item0, *items): """print string item0 to the current position and next strings to defined positions example: .header("Name", 75, "Quantity", 100, "Unit") """ self.txt(item0) at_x = None for item in items: if at_x is None: at_x ...
[ "def", "header", "(", "self", ",", "item0", ",", "*", "items", ")", ":", "self", ".", "txt", "(", "item0", ")", "at_x", "=", "None", "for", "item", "in", "items", ":", "if", "at_x", "is", "None", ":", "at_x", "=", "item", "else", ":", "self", "...
print string item0 to the current position and next strings to defined positions example: .header("Name", 75, "Quantity", 100, "Unit")
[ "print", "string", "item0", "to", "the", "current", "position", "and", "next", "strings", "to", "defined", "positions", "example", ":", ".", "header", "(", "Name", "75", "Quantity", "100", "Unit", ")" ]
python
train
33.583333
Clinical-Genomics/scout
scout/adapter/mongo/user.py
https://github.com/Clinical-Genomics/scout/blob/90a551e2e1653a319e654c2405c2866f93d0ebb9/scout/adapter/mongo/user.py#L72-L84
def user(self, email): """Fetch a user from the database. Args: email(str) Returns: user_obj(dict) """ LOG.info("Fetching user %s", email) user_obj = self.user_collection.find_one({'_id': email}) return us...
[ "def", "user", "(", "self", ",", "email", ")", ":", "LOG", ".", "info", "(", "\"Fetching user %s\"", ",", "email", ")", "user_obj", "=", "self", ".", "user_collection", ".", "find_one", "(", "{", "'_id'", ":", "email", "}", ")", "return", "user_obj" ]
Fetch a user from the database. Args: email(str) Returns: user_obj(dict)
[ "Fetch", "a", "user", "from", "the", "database", ".", "Args", ":", "email", "(", "str", ")", "Returns", ":", "user_obj", "(", "dict", ")" ]
python
test
24.153846
openego/eDisGo
edisgo/tools/edisgo_run.py
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/edisgo_run.py#L168-L215
def run_edisgo_twice(run_args): """ Run grid analysis twice on same grid: once w/ and once w/o new generators First run without connection of new generators approves sufficient grid hosting capacity. Otherwise, grid is reinforced. Second run assessment grid extension needs in terms of RES integrati...
[ "def", "run_edisgo_twice", "(", "run_args", ")", ":", "# base case with no generator import", "edisgo_grid", ",", "costs_before_geno_import", ",", "grid_issues_before_geno_import", "=", "run_edisgo_basic", "(", "*", "run_args", ")", "if", "edisgo_grid", ":", "# clear the py...
Run grid analysis twice on same grid: once w/ and once w/o new generators First run without connection of new generators approves sufficient grid hosting capacity. Otherwise, grid is reinforced. Second run assessment grid extension needs in terms of RES integration Parameters ---------- run_ar...
[ "Run", "grid", "analysis", "twice", "on", "same", "grid", ":", "once", "w", "/", "and", "once", "w", "/", "o", "new", "generators" ]
python
train
35.791667
svetlyak40wt/python-repr
src/magic_repr/__init__.py
https://github.com/svetlyak40wt/python-repr/blob/49e358e77b97d74f29f4977ea009ab2d64c254e8/src/magic_repr/__init__.py#L125-L177
def format_value(value): """This function should return unicode representation of the value """ value_id = id(value) if value_id in recursion_breaker.processed: return u'<recursion>' recursion_breaker.processed.add(value_id) try: if isinstance(value, six.binary_type): ...
[ "def", "format_value", "(", "value", ")", ":", "value_id", "=", "id", "(", "value", ")", "if", "value_id", "in", "recursion_breaker", ".", "processed", ":", "return", "u'<recursion>'", "recursion_breaker", ".", "processed", ".", "add", "(", "value_id", ")", ...
This function should return unicode representation of the value
[ "This", "function", "should", "return", "unicode", "representation", "of", "the", "value" ]
python
valid
33.018868
noxdafox/vminspect
vminspect/comparator.py
https://github.com/noxdafox/vminspect/blob/e685282564877e2d1950f1e09b292f4f4db1dbcd/vminspect/comparator.py#L367-L374
def files_type(fs0, fs1, files): """Inspects the file type of the given files.""" for file_meta in files['deleted_files']: file_meta['type'] = fs0.file(file_meta['path']) for file_meta in files['created_files'] + files['modified_files']: file_meta['type'] = fs1.file(file_meta['path']) r...
[ "def", "files_type", "(", "fs0", ",", "fs1", ",", "files", ")", ":", "for", "file_meta", "in", "files", "[", "'deleted_files'", "]", ":", "file_meta", "[", "'type'", "]", "=", "fs0", ".", "file", "(", "file_meta", "[", "'path'", "]", ")", "for", "fil...
Inspects the file type of the given files.
[ "Inspects", "the", "file", "type", "of", "the", "given", "files", "." ]
python
train
40.5
tango-controls/pytango
tango/utils.py
https://github.com/tango-controls/pytango/blob/9cf78c517c9cdc1081ff6d080a9646a740cc1d36/tango/utils.py#L635-L652
def is_float(tg_type, inc_array=False): """Tells if the given tango type is float :param tg_type: tango type :type tg_type: :class:`tango.CmdArgType` :param inc_array: (optional, default is False) determines if include array in the list of checked types :type inc_array: :py:ob...
[ "def", "is_float", "(", "tg_type", ",", "inc_array", "=", "False", ")", ":", "global", "_scalar_float_types", ",", "_array_float_types", "if", "tg_type", "in", "_scalar_float_types", ":", "return", "True", "if", "not", "inc_array", ":", "return", "False", "retur...
Tells if the given tango type is float :param tg_type: tango type :type tg_type: :class:`tango.CmdArgType` :param inc_array: (optional, default is False) determines if include array in the list of checked types :type inc_array: :py:obj:`bool` :return: True if the given tango ...
[ "Tells", "if", "the", "given", "tango", "type", "is", "float" ]
python
train
33.944444
SiLab-Bonn/pyBAR
pybar/scans/analyze_timewalk.py
https://github.com/SiLab-Bonn/pyBAR/blob/5ad95bbcd41cd358825823fb78f396cfce23593e/pybar/scans/analyze_timewalk.py#L36-L41
def get_charge_calibration(calibation_file, max_tdc): ''' Open the hit or calibration file and return the calibration per pixel''' with tb.open_file(calibation_file, mode="r") as in_file_calibration_h5: tdc_calibration = in_file_calibration_h5.root.HitOrCalibration[:, :, :, 1] tdc_calibration_va...
[ "def", "get_charge_calibration", "(", "calibation_file", ",", "max_tdc", ")", ":", "with", "tb", ".", "open_file", "(", "calibation_file", ",", "mode", "=", "\"r\"", ")", "as", "in_file_calibration_h5", ":", "tdc_calibration", "=", "in_file_calibration_h5", ".", "...
Open the hit or calibration file and return the calibration per pixel
[ "Open", "the", "hit", "or", "calibration", "file", "and", "return", "the", "calibration", "per", "pixel" ]
python
train
78.166667
svenevs/exhale
exhale/graph.py
https://github.com/svenevs/exhale/blob/fe7644829057af622e467bb529db6c03a830da99/exhale/graph.py#L498-L557
def toConsole(self, level, fmt_spec, printChildren=True): ''' Debugging tool for printing hierarchies / ownership to the console. Recursively calls children ``toConsole`` if this node is not a directory or a file, and ``printChildren == True``. .. todo:: fmt_spec docs needed. k...
[ "def", "toConsole", "(", "self", ",", "level", ",", "fmt_spec", ",", "printChildren", "=", "True", ")", ":", "indent", "=", "\" \"", "*", "level", "utils", ".", "verbose_log", "(", "\"{indent}- [{kind}]: {name}\"", ".", "format", "(", "indent", "=", "indent...
Debugging tool for printing hierarchies / ownership to the console. Recursively calls children ``toConsole`` if this node is not a directory or a file, and ``printChildren == True``. .. todo:: fmt_spec docs needed. keys are ``kind`` and values are color spec :Parameters: `...
[ "Debugging", "tool", "for", "printing", "hierarchies", "/", "ownership", "to", "the", "console", ".", "Recursively", "calls", "children", "toConsole", "if", "this", "node", "is", "not", "a", "directory", "or", "a", "file", "and", "printChildren", "==", "True",...
python
train
45.483333
firecat53/urlscan
urlscan/urlchoose.py
https://github.com/firecat53/urlscan/blob/2d10807d01167873733da3b478c784f8fa21bbc0/urlscan/urlchoose.py#L547-L586
def _search(self): """ Search - search URLs and text. """ text = "Search: {}".format(self.search_string) footerwid = urwid.AttrMap(urwid.Text(text), 'footer') self.top.footer = footerwid search_items = [] for grp in self.items_org: done = False ...
[ "def", "_search", "(", "self", ")", ":", "text", "=", "\"Search: {}\"", ".", "format", "(", "self", ".", "search_string", ")", "footerwid", "=", "urwid", ".", "AttrMap", "(", "urwid", ".", "Text", "(", "text", ")", ",", "'footer'", ")", "self", ".", ...
Search - search URLs and text.
[ "Search", "-", "search", "URLs", "and", "text", "." ]
python
train
51.975
Jajcus/pyxmpp2
pyxmpp2/sasl/digest_md5.py
https://github.com/Jajcus/pyxmpp2/blob/14a40a3950910a9cd008b55f0d8905aa0186ce18/pyxmpp2/sasl/digest_md5.py#L61-L76
def _quote(data): """Prepare a string for quoting for DIGEST-MD5 challenge or response. Don't add the quotes, only escape '"' and "\\" with backslashes. :Parameters: - `data`: a raw string. :Types: - `data`: `bytes` :return: `data` with '"' and "\\" escaped using "\\". :return...
[ "def", "_quote", "(", "data", ")", ":", "data", "=", "data", ".", "replace", "(", "b'\\\\'", ",", "b'\\\\\\\\'", ")", "data", "=", "data", ".", "replace", "(", "b'\"'", ",", "b'\\\\\"'", ")", "return", "data" ]
Prepare a string for quoting for DIGEST-MD5 challenge or response. Don't add the quotes, only escape '"' and "\\" with backslashes. :Parameters: - `data`: a raw string. :Types: - `data`: `bytes` :return: `data` with '"' and "\\" escaped using "\\". :returntype: `bytes`
[ "Prepare", "a", "string", "for", "quoting", "for", "DIGEST", "-", "MD5", "challenge", "or", "response", "." ]
python
valid
26.25
mandiant/ioc_writer
ioc_writer/ioc_common.py
https://github.com/mandiant/ioc_writer/blob/712247f3a10bdc2584fa18ac909fc763f71df21a/ioc_writer/ioc_common.py#L951-L963
def make_serviceitem_servicedllmd5sum(servicedll_md5, condition='is', negate=False): """ Create a node for ServiceItem/serviceDLLmd5sum :return: A IndicatorItem represented as an Element node """ document = 'ServiceItem' search = 'ServiceItem/serviceDLLmd5sum' content_type = 'md5' c...
[ "def", "make_serviceitem_servicedllmd5sum", "(", "servicedll_md5", ",", "condition", "=", "'is'", ",", "negate", "=", "False", ")", ":", "document", "=", "'ServiceItem'", "search", "=", "'ServiceItem/serviceDLLmd5sum'", "content_type", "=", "'md5'", "content", "=", ...
Create a node for ServiceItem/serviceDLLmd5sum :return: A IndicatorItem represented as an Element node
[ "Create", "a", "node", "for", "ServiceItem", "/", "serviceDLLmd5sum", ":", "return", ":", "A", "IndicatorItem", "represented", "as", "an", "Element", "node" ]
python
train
39.153846
spotify/luigi
luigi/notifications.py
https://github.com/spotify/luigi/blob/c5eca1c3c3ee2a7eb612486192a0da146710a1e9/luigi/notifications.py#L264-L288
def send_email_sns(sender, subject, message, topic_ARN, image_png): """ Sends notification through AWS SNS. Takes Topic ARN from recipients. Does not handle access keys. Use either 1/ configuration file 2/ EC2 instance profile See also https://boto3.readthedocs.io/en/latest/guide/configur...
[ "def", "send_email_sns", "(", "sender", ",", "subject", ",", "message", ",", "topic_ARN", ",", "image_png", ")", ":", "from", "boto3", "import", "resource", "as", "boto3_resource", "sns", "=", "boto3_resource", "(", "'sns'", ")", "topic", "=", "sns", ".", ...
Sends notification through AWS SNS. Takes Topic ARN from recipients. Does not handle access keys. Use either 1/ configuration file 2/ EC2 instance profile See also https://boto3.readthedocs.io/en/latest/guide/configuration.html.
[ "Sends", "notification", "through", "AWS", "SNS", ".", "Takes", "Topic", "ARN", "from", "recipients", "." ]
python
train
37.76
flowersteam/explauto
explauto/sensorimotor_model/inverse/cma.py
https://github.com/flowersteam/explauto/blob/cf0f81ecb9f6412f7276a95bd27359000e1e26b6/explauto/sensorimotor_model/inverse/cma.py#L7038-L7064
def reeval(self, X, fit, func, ask, args=()): """store two fitness lists, `fit` and ``fitre`` reevaluating some solutions in `X`. ``self.evaluations`` evaluations are done for each reevaluated fitness value. See `__call__()`, where `reeval()` is called. """ self....
[ "def", "reeval", "(", "self", ",", "X", ",", "fit", ",", "func", ",", "ask", ",", "args", "=", "(", ")", ")", ":", "self", ".", "fit", "=", "list", "(", "fit", ")", "self", ".", "fitre", "=", "list", "(", "fit", ")", "self", ".", "idx", "="...
store two fitness lists, `fit` and ``fitre`` reevaluating some solutions in `X`. ``self.evaluations`` evaluations are done for each reevaluated fitness value. See `__call__()`, where `reeval()` is called.
[ "store", "two", "fitness", "lists", "fit", "and", "fitre", "reevaluating", "some", "solutions", "in", "X", ".", "self", ".", "evaluations", "evaluations", "are", "done", "for", "each", "reevaluated", "fitness", "value", ".", "See", "__call__", "()", "where", ...
python
train
42.703704
niolabs/python-xbee
xbee/frame.py
https://github.com/niolabs/python-xbee/blob/b91be3d0ee7ccaa1990120b5b5490999d8e6cbc7/xbee/frame.py#L124-L140
def fill(self, byte): """ fill: byte -> None Adds the given raw byte to this APIFrame. If this APIFrame is marked as escaped and this byte is an escape byte, the next byte in a call to fill() will be unescaped. """ if self._unescape_next_byte: byte =...
[ "def", "fill", "(", "self", ",", "byte", ")", ":", "if", "self", ".", "_unescape_next_byte", ":", "byte", "=", "intToByte", "(", "byteToInt", "(", "byte", ")", "^", "0x20", ")", "self", ".", "_unescape_next_byte", "=", "False", "elif", "self", ".", "es...
fill: byte -> None Adds the given raw byte to this APIFrame. If this APIFrame is marked as escaped and this byte is an escape byte, the next byte in a call to fill() will be unescaped.
[ "fill", ":", "byte", "-", ">", "None" ]
python
train
32.882353
bitshares/uptick
uptick/callorders.py
https://github.com/bitshares/uptick/blob/66c102200fdbf96cef4fd55cc69d00e690f62001/uptick/callorders.py#L20-L57
def calls(ctx, obj, limit): """ List call/short positions of an account or an asset """ if obj.upper() == obj: # Asset from bitshares.asset import Asset asset = Asset(obj, full=True) calls = asset.get_call_orders(limit) t = [["acount", "debt", "collateral", "call pri...
[ "def", "calls", "(", "ctx", ",", "obj", ",", "limit", ")", ":", "if", "obj", ".", "upper", "(", ")", "==", "obj", ":", "# Asset", "from", "bitshares", ".", "asset", "import", "Asset", "asset", "=", "Asset", "(", "obj", ",", "full", "=", "True", "...
List call/short positions of an account or an asset
[ "List", "call", "/", "short", "positions", "of", "an", "account", "or", "an", "asset" ]
python
train
31.868421
NoviceLive/intellicoder
intellicoder/intellisense/database.py
https://github.com/NoviceLive/intellicoder/blob/6cac5ebfce65c370dbebe47756a1789b120ef982/intellicoder/intellisense/database.py#L267-L285
def make_export(self, exports): """Populate library exported function data.""" sql = 'drop table if exists export' logging.debug(sql) self.cursor.execute(sql) sql = 'create table if not exists export ' \ '(func text unique, module text)' logging.debug(sql) ...
[ "def", "make_export", "(", "self", ",", "exports", ")", ":", "sql", "=", "'drop table if exists export'", "logging", ".", "debug", "(", "sql", ")", "self", ".", "cursor", ".", "execute", "(", "sql", ")", "sql", "=", "'create table if not exists export '", "'(f...
Populate library exported function data.
[ "Populate", "library", "exported", "function", "data", "." ]
python
train
39.157895
romanz/trezor-agent
libagent/gpg/agent.py
https://github.com/romanz/trezor-agent/blob/513b1259c4d7aca5f88cd958edc11828d0712f1b/libagent/gpg/agent.py#L24-L28
def sig_encode(r, s): """Serialize ECDSA signature data into GPG S-expression.""" r = util.assuan_serialize(util.num2bytes(r, 32)) s = util.assuan_serialize(util.num2bytes(s, 32)) return b'(7:sig-val(5:ecdsa(1:r32:' + r + b')(1:s32:' + s + b')))'
[ "def", "sig_encode", "(", "r", ",", "s", ")", ":", "r", "=", "util", ".", "assuan_serialize", "(", "util", ".", "num2bytes", "(", "r", ",", "32", ")", ")", "s", "=", "util", ".", "assuan_serialize", "(", "util", ".", "num2bytes", "(", "s", ",", "...
Serialize ECDSA signature data into GPG S-expression.
[ "Serialize", "ECDSA", "signature", "data", "into", "GPG", "S", "-", "expression", "." ]
python
train
51.6
gorakhargosh/pepe
pepe/__init__.py
https://github.com/gorakhargosh/pepe/blob/1e40853378d515c99f03b3f59efa9b943d26eb62/pepe/__init__.py#L210-L454
def preprocess(input_file, output_file, defines=None, options=None, content_types_db=None, _preprocessed_files=None, _depth=0): """ Preprocesses the specified file. :param input_filename: The input path. :...
[ "def", "preprocess", "(", "input_file", ",", "output_file", ",", "defines", "=", "None", ",", "options", "=", "None", ",", "content_types_db", "=", "None", ",", "_preprocessed_files", "=", "None", ",", "_depth", "=", "0", ")", ":", "# Options that can later be...
Preprocesses the specified file. :param input_filename: The input path. :param output_filename: The output file (NOT path). :param defines: a dictionary of defined variables that will be understood in preprocessor statements. Keys must be strings and, currently, only...
[ "Preprocesses", "the", "specified", "file", "." ]
python
train
45.457143
albahnsen/CostSensitiveClassification
costcla/datasets/base.py
https://github.com/albahnsen/CostSensitiveClassification/blob/75778ae32c70671c0cdde6c4651277b6a8b58871/costcla/datasets/base.py#L183-L249
def load_creditscoring1(cost_mat_parameters=None): """Load and return the credit scoring Kaggle Credit competition dataset (classification). The credit scoring is a easily transformable example-dependent cost-sensitive classification dataset. Parameters ---------- cost_mat_parameters : Dictionary-...
[ "def", "load_creditscoring1", "(", "cost_mat_parameters", "=", "None", ")", ":", "module_path", "=", "dirname", "(", "__file__", ")", "raw_data", "=", "pd", ".", "read_csv", "(", "join", "(", "module_path", ",", "'data'", ",", "'creditscoring1.csv.gz'", ")", "...
Load and return the credit scoring Kaggle Credit competition dataset (classification). The credit scoring is a easily transformable example-dependent cost-sensitive classification dataset. Parameters ---------- cost_mat_parameters : Dictionary-like object, optional (default=None) If not None, ...
[ "Load", "and", "return", "the", "credit", "scoring", "Kaggle", "Credit", "competition", "dataset", "(", "classification", ")", "." ]
python
train
42.41791
xflr6/bitsets
bitsets/bases.py
https://github.com/xflr6/bitsets/blob/ddcfe17e7c7a11f71f1c6764b2cecf7db05d9cdf/bitsets/bases.py#L60-L64
def members(self, as_set=False): """Return the set members tuple/frozenset.""" if as_set: return frozenset(map(self._members.__getitem__, self._indexes())) return tuple(map(self._members.__getitem__, self._indexes()))
[ "def", "members", "(", "self", ",", "as_set", "=", "False", ")", ":", "if", "as_set", ":", "return", "frozenset", "(", "map", "(", "self", ".", "_members", ".", "__getitem__", ",", "self", ".", "_indexes", "(", ")", ")", ")", "return", "tuple", "(", ...
Return the set members tuple/frozenset.
[ "Return", "the", "set", "members", "tuple", "/", "frozenset", "." ]
python
train
49.8
brmscheiner/ideogram
ideogram/converter.py
https://github.com/brmscheiner/ideogram/blob/422bf566c51fd56f7bbb6e75b16d18d52b4c7568/ideogram/converter.py#L104-L111
def formatBodyNode(root,path): '''Format the root node for use as the body node.''' body = root body.name = "body" body.weight = calcFnWeight(body) body.path = path body.pclass = None return body
[ "def", "formatBodyNode", "(", "root", ",", "path", ")", ":", "body", "=", "root", "body", ".", "name", "=", "\"body\"", "body", ".", "weight", "=", "calcFnWeight", "(", "body", ")", "body", ".", "path", "=", "path", "body", ".", "pclass", "=", "None"...
Format the root node for use as the body node.
[ "Format", "the", "root", "node", "for", "use", "as", "the", "body", "node", "." ]
python
train
28.375
pytroll/satpy
satpy/readers/utils.py
https://github.com/pytroll/satpy/blob/1f21d20ac686b745fb0da9b4030d139893e066dd/satpy/readers/utils.py#L178-L193
def get_sub_area(area, xslice, yslice): """Apply slices to the area_extent and size of the area.""" new_area_extent = ((area.pixel_upper_left[0] + (xslice.start - 0.5) * area.pixel_size_x), (area.pixel_upper_left[1] - (yslice.stop - 0.5) * a...
[ "def", "get_sub_area", "(", "area", ",", "xslice", ",", "yslice", ")", ":", "new_area_extent", "=", "(", "(", "area", ".", "pixel_upper_left", "[", "0", "]", "+", "(", "xslice", ".", "start", "-", "0.5", ")", "*", "area", ".", "pixel_size_x", ")", ",...
Apply slices to the area_extent and size of the area.
[ "Apply", "slices", "to", "the", "area_extent", "and", "size", "of", "the", "area", "." ]
python
train
51.0625
NiklasRosenstein-Python/nr-deprecated
nr/py/context.py
https://github.com/NiklasRosenstein-Python/nr-deprecated/blob/f9f8b89ea1b084841a8ab65784eaf68852686b2a/nr/py/context.py#L61-L77
def skip(stackframe=1): """ Must be called from within `__enter__()`. Performs some magic to have a #ContextSkipped exception be raised the moment the with context is entered. The #ContextSkipped must then be handled in `__exit__()` to suppress the propagation of the exception. > Important: This function d...
[ "def", "skip", "(", "stackframe", "=", "1", ")", ":", "def", "trace", "(", "frame", ",", "event", ",", "args", ")", ":", "raise", "ContextSkipped", "sys", ".", "settrace", "(", "lambda", "*", "args", ",", "*", "*", "kwargs", ":", "None", ")", "fram...
Must be called from within `__enter__()`. Performs some magic to have a #ContextSkipped exception be raised the moment the with context is entered. The #ContextSkipped must then be handled in `__exit__()` to suppress the propagation of the exception. > Important: This function does not raise an exception by it...
[ "Must", "be", "called", "from", "within", "__enter__", "()", ".", "Performs", "some", "magic", "to", "have", "a", "#ContextSkipped", "exception", "be", "raised", "the", "moment", "the", "with", "context", "is", "entered", ".", "The", "#ContextSkipped", "must",...
python
train
35.411765
jrief/django-websocket-redis
ws4redis/websocket.py
https://github.com/jrief/django-websocket-redis/blob/abcddaad2f579d71dbf375e5e34bc35eef795a81/ws4redis/websocket.py#L157-L207
def read_message(self): """ Return the next text or binary message from the socket. This is an internal method as calling this will not cleanup correctly if an exception is called. Use `receive` instead. """ opcode = None message = None while True: ...
[ "def", "read_message", "(", "self", ")", ":", "opcode", "=", "None", "message", "=", "None", "while", "True", ":", "header", ",", "payload", "=", "self", ".", "read_frame", "(", ")", "f_opcode", "=", "header", ".", "opcode", "if", "f_opcode", "in", "("...
Return the next text or binary message from the socket. This is an internal method as calling this will not cleanup correctly if an exception is called. Use `receive` instead.
[ "Return", "the", "next", "text", "or", "binary", "message", "from", "the", "socket", "." ]
python
train
40.215686
googleapis/google-cloud-python
storage/google/cloud/storage/notification.py
https://github.com/googleapis/google-cloud-python/blob/85e80125a59cb10f8cb105f25ecc099e4b940b50/storage/google/cloud/storage/notification.py#L291-L321
def reload(self, client=None): """Update this notification from the server configuration. See: https://cloud.google.com/storage/docs/json_api/v1/notifications/get If :attr:`user_project` is set on the bucket, bills the API request to that project. :type client: :class:...
[ "def", "reload", "(", "self", ",", "client", "=", "None", ")", ":", "if", "self", ".", "notification_id", "is", "None", ":", "raise", "ValueError", "(", "\"Notification not intialized by server\"", ")", "client", "=", "self", ".", "_require_client", "(", "clie...
Update this notification from the server configuration. See: https://cloud.google.com/storage/docs/json_api/v1/notifications/get If :attr:`user_project` is set on the bucket, bills the API request to that project. :type client: :class:`~google.cloud.storage.client.Client` or ...
[ "Update", "this", "notification", "from", "the", "server", "configuration", "." ]
python
train
36.83871
Karaage-Cluster/karaage
karaage/plugins/kgusage/tasks.py
https://github.com/Karaage-Cluster/karaage/blob/2f4c8b4e2d728b3fcbb151160c49000f1c04f5c9/karaage/plugins/kgusage/tasks.py#L365-L477
def _gen_project_trend_graph(project, start, end, force_overwrite=False): """Generates a bar graph for a project Keyword arguments: project -- Project start -- start date end -- end date """ filename = graphs.get_project_trend_graph_filename(project, start, end) csv_filename = os.path....
[ "def", "_gen_project_trend_graph", "(", "project", ",", "start", ",", "end", ",", "force_overwrite", "=", "False", ")", ":", "filename", "=", "graphs", ".", "get_project_trend_graph_filename", "(", "project", ",", "start", ",", "end", ")", "csv_filename", "=", ...
Generates a bar graph for a project Keyword arguments: project -- Project start -- start date end -- end date
[ "Generates", "a", "bar", "graph", "for", "a", "project" ]
python
train
27.415929
aws/sagemaker-python-sdk
src/sagemaker/amazon/common.py
https://github.com/aws/sagemaker-python-sdk/blob/a9e724c7d3f5572b68c3903548c792a59d99799a/src/sagemaker/amazon/common.py#L113-L150
def write_spmatrix_to_sparse_tensor(file, array, labels=None): """Writes a scipy sparse matrix to a sparse tensor""" if not issparse(array): raise TypeError("Array must be sparse") # Validate shape of array and labels, resolve array and label types if not len(array.shape) == 2: raise V...
[ "def", "write_spmatrix_to_sparse_tensor", "(", "file", ",", "array", ",", "labels", "=", "None", ")", ":", "if", "not", "issparse", "(", "array", ")", ":", "raise", "TypeError", "(", "\"Array must be sparse\"", ")", "# Validate shape of array and labels, resolve array...
Writes a scipy sparse matrix to a sparse tensor
[ "Writes", "a", "scipy", "sparse", "matrix", "to", "a", "sparse", "tensor" ]
python
train
36.342105
Guake/guake
guake/prefs.py
https://github.com/Guake/guake/blob/4153ef38f9044cbed6494075fce80acd5809df2b/guake/prefs.py#L907-L916
def on_palette_name_changed(self, combo): """Changes the value of palette in dconf """ palette_name = combo.get_active_text() if palette_name not in PALETTES: return self.settings.styleFont.set_string('palette', PALETTES[palette_name]) self.settings.styleFont....
[ "def", "on_palette_name_changed", "(", "self", ",", "combo", ")", ":", "palette_name", "=", "combo", ".", "get_active_text", "(", ")", "if", "palette_name", "not", "in", "PALETTES", ":", "return", "self", ".", "settings", ".", "styleFont", ".", "set_string", ...
Changes the value of palette in dconf
[ "Changes", "the", "value", "of", "palette", "in", "dconf" ]
python
train
46.4
django-treebeard/django-treebeard
treebeard/mp_tree.py
https://github.com/django-treebeard/django-treebeard/blob/8042ee939cb45394909237da447f8925e3cc6aa3/treebeard/mp_tree.py#L1039-L1042
def get_root(self): """:returns: the root node for the current node object.""" return get_result_class(self.__class__).objects.get( path=self.path[0:self.steplen])
[ "def", "get_root", "(", "self", ")", ":", "return", "get_result_class", "(", "self", ".", "__class__", ")", ".", "objects", ".", "get", "(", "path", "=", "self", ".", "path", "[", "0", ":", "self", ".", "steplen", "]", ")" ]
:returns: the root node for the current node object.
[ ":", "returns", ":", "the", "root", "node", "for", "the", "current", "node", "object", "." ]
python
train
47
Cog-Creators/Red-Lavalink
lavalink/utils.py
https://github.com/Cog-Creators/Red-Lavalink/blob/5b3fc6eb31ee5db8bd2b633a523cf69749957111/lavalink/utils.py#L1-L6
def format_time(time): """ Formats the given time into HH:MM:SS """ h, r = divmod(time / 1000, 3600) m, s = divmod(r, 60) return "%02d:%02d:%02d" % (h, m, s)
[ "def", "format_time", "(", "time", ")", ":", "h", ",", "r", "=", "divmod", "(", "time", "/", "1000", ",", "3600", ")", "m", ",", "s", "=", "divmod", "(", "r", ",", "60", ")", "return", "\"%02d:%02d:%02d\"", "%", "(", "h", ",", "m", ",", "s", ...
Formats the given time into HH:MM:SS
[ "Formats", "the", "given", "time", "into", "HH", ":", "MM", ":", "SS" ]
python
train
28.166667
BerkeleyAutomation/perception
perception/image.py
https://github.com/BerkeleyAutomation/perception/blob/03d9b37dd6b66896cdfe173905c9413c8c3c5df6/perception/image.py#L3351-L3379
def resize(self, size, interp='nearest'): """Resize the image. Parameters ---------- size : int, float, or tuple * int - Percentage of current size. * float - Fraction of current size. * tuple - Size of the output image. interp : :obj:`str`...
[ "def", "resize", "(", "self", ",", "size", ",", "interp", "=", "'nearest'", ")", ":", "resized_data_0", "=", "sm", ".", "imresize", "(", "self", ".", "_data", "[", ":", ",", ":", ",", "0", "]", ",", "size", ",", "interp", "=", "interp", ",", "mod...
Resize the image. Parameters ---------- size : int, float, or tuple * int - Percentage of current size. * float - Fraction of current size. * tuple - Size of the output image. interp : :obj:`str`, optional Interpolation to use for re-si...
[ "Resize", "the", "image", "." ]
python
train
39.482759
jleclanche/fireplace
fireplace/dsl/evaluator.py
https://github.com/jleclanche/fireplace/blob/d0fc0e97e185c0210de86631be20638659c0609e/fireplace/dsl/evaluator.py#L52-L60
def trigger(self, source): """ Triggers all actions meant to trigger on the board state from `source`. """ actions = self.evaluate(source) if actions: if not hasattr(actions, "__iter__"): actions = (actions, ) source.game.trigger_actions(source, actions)
[ "def", "trigger", "(", "self", ",", "source", ")", ":", "actions", "=", "self", ".", "evaluate", "(", "source", ")", "if", "actions", ":", "if", "not", "hasattr", "(", "actions", ",", "\"__iter__\"", ")", ":", "actions", "=", "(", "actions", ",", ")"...
Triggers all actions meant to trigger on the board state from `source`.
[ "Triggers", "all", "actions", "meant", "to", "trigger", "on", "the", "board", "state", "from", "source", "." ]
python
train
29.555556
adobe-apiplatform/umapi-client.py
umapi_client/connection.py
https://github.com/adobe-apiplatform/umapi-client.py/blob/1c446d79643cc8615adaa23e12dce3ac5782cf76/umapi_client/connection.py#L386-L412
def _execute_batch(self, actions): """ Execute a single batch of Actions. For each action that has a problem, we annotate the action with the error information for that action, and we return the number of successful actions in the batch. :param actions: the list of Action...
[ "def", "_execute_batch", "(", "self", ",", "actions", ")", ":", "wire_form", "=", "[", "a", ".", "wire_dict", "(", ")", "for", "a", "in", "actions", "]", "if", "self", ".", "test_mode", ":", "result", "=", "self", ".", "make_call", "(", "\"/action/%s?t...
Execute a single batch of Actions. For each action that has a problem, we annotate the action with the error information for that action, and we return the number of successful actions in the batch. :param actions: the list of Action objects to be executed :return: count of succe...
[ "Execute", "a", "single", "batch", "of", "Actions", ".", "For", "each", "action", "that", "has", "a", "problem", "we", "annotate", "the", "action", "with", "the", "error", "information", "for", "that", "action", "and", "we", "return", "the", "number", "of"...
python
train
47.777778
saltstack/salt
salt/modules/boto_iam.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/boto_iam.py#L160-L175
def role_exists(name, region=None, key=None, keyid=None, profile=None): ''' Check to see if an IAM role exists. CLI Example: .. code-block:: bash salt myminion boto_iam.role_exists myirole ''' conn = _get_conn(region=region, key=key, keyid=keyid, profile=profile) try: conn...
[ "def", "role_exists", "(", "name", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "conn", "=", "_get_conn", "(", "region", "=", "region", ",", "key", "=", "key", ",", "keyid", ...
Check to see if an IAM role exists. CLI Example: .. code-block:: bash salt myminion boto_iam.role_exists myirole
[ "Check", "to", "see", "if", "an", "IAM", "role", "exists", "." ]
python
train
25.25
Alignak-monitoring/alignak
alignak/scheduler.py
https://github.com/Alignak-monitoring/alignak/blob/f3c145207e83159b799d3714e4241399c7740a64/alignak/scheduler.py#L503-L520
def add_notification(self, notification): """Add a notification into actions list :param notification: notification to add :type notification: alignak.notification.Notification :return: None """ if notification.uuid in self.actions: logger.warning("Already ex...
[ "def", "add_notification", "(", "self", ",", "notification", ")", ":", "if", "notification", ".", "uuid", "in", "self", ".", "actions", ":", "logger", ".", "warning", "(", "\"Already existing notification: %s\"", ",", "notification", ")", "return", "logger", "."...
Add a notification into actions list :param notification: notification to add :type notification: alignak.notification.Notification :return: None
[ "Add", "a", "notification", "into", "actions", "list" ]
python
train
38.333333
ibis-project/ibis
ibis/expr/api.py
https://github.com/ibis-project/ibis/blob/1e39a5fd9ef088b45c155e8a5f541767ee8ef2e7/ibis/expr/api.py#L1642-L1656
def geo_perimeter(arg, use_spheroid=None): """ Compute perimeter of a geo spatial data Parameters ---------- arg : geometry or geography use_spheroid : default None Returns ------- perimeter : double scalar """ op = ops.GeoPerimeter(arg, use_spheroid) return op.to_expr(...
[ "def", "geo_perimeter", "(", "arg", ",", "use_spheroid", "=", "None", ")", ":", "op", "=", "ops", ".", "GeoPerimeter", "(", "arg", ",", "use_spheroid", ")", "return", "op", ".", "to_expr", "(", ")" ]
Compute perimeter of a geo spatial data Parameters ---------- arg : geometry or geography use_spheroid : default None Returns ------- perimeter : double scalar
[ "Compute", "perimeter", "of", "a", "geo", "spatial", "data" ]
python
train
20.466667
Ceasar/staticjinja
staticjinja/staticjinja.py
https://github.com/Ceasar/staticjinja/blob/57b8cac81da7fee3387510af4843e1bd1fd3ba28/staticjinja/staticjinja.py#L321-L338
def is_template(self, filename): """Check if a file is a template. A file is a considered a template if it is neither a partial nor ignored. :param filename: the name of the file to check """ if self.is_partial(filename): return False if self.is_ign...
[ "def", "is_template", "(", "self", ",", "filename", ")", ":", "if", "self", ".", "is_partial", "(", "filename", ")", ":", "return", "False", "if", "self", ".", "is_ignored", "(", "filename", ")", ":", "return", "False", "if", "self", ".", "is_static", ...
Check if a file is a template. A file is a considered a template if it is neither a partial nor ignored. :param filename: the name of the file to check
[ "Check", "if", "a", "file", "is", "a", "template", "." ]
python
train
23.722222
saltstack/salt
salt/modules/mdata.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/mdata.py#L158-L183
def delete_(*keyname): ''' Delete metadata prop : string name of property CLI Example: .. code-block:: bash salt '*' mdata.get salt:role salt '*' mdata.get user-script salt:role ''' mdata = _check_mdata_delete() valid_keynames = list_() ret = {} for k...
[ "def", "delete_", "(", "*", "keyname", ")", ":", "mdata", "=", "_check_mdata_delete", "(", ")", "valid_keynames", "=", "list_", "(", ")", "ret", "=", "{", "}", "for", "k", "in", "keyname", ":", "if", "mdata", "and", "k", "in", "valid_keynames", ":", ...
Delete metadata prop : string name of property CLI Example: .. code-block:: bash salt '*' mdata.get salt:role salt '*' mdata.get user-script salt:role
[ "Delete", "metadata" ]
python
train
20.653846
prompt-toolkit/pyvim
pyvim/commands/commands.py
https://github.com/prompt-toolkit/pyvim/blob/5928b53b9d700863c1a06d2181a034a955f94594/pyvim/commands/commands.py#L229-L241
def _buffer(editor, variables, force=False): """ Go to one of the open buffers. """ eb = editor.window_arrangement.active_editor_buffer force = bool(variables['force']) buffer_name = variables.get('buffer_name') if buffer_name: if not force and eb.has_unsaved_changes: ed...
[ "def", "_buffer", "(", "editor", ",", "variables", ",", "force", "=", "False", ")", ":", "eb", "=", "editor", ".", "window_arrangement", ".", "active_editor_buffer", "force", "=", "bool", "(", "variables", "[", "'force'", "]", ")", "buffer_name", "=", "var...
Go to one of the open buffers.
[ "Go", "to", "one", "of", "the", "open", "buffers", "." ]
python
train
33.615385
waqasbhatti/astrobase
astrobase/magnitudes.py
https://github.com/waqasbhatti/astrobase/blob/2922a14619d183fb28005fa7d02027ac436f2265/astrobase/magnitudes.py#L296-L316
def jhk_to_sdssg(jmag,hmag,kmag): '''Converts given J, H, Ks mags to an SDSS g magnitude value. Parameters ---------- jmag,hmag,kmag : float 2MASS J, H, Ks mags of the object. Returns ------- float The converted SDSS g band magnitude. ''' return convert_constant...
[ "def", "jhk_to_sdssg", "(", "jmag", ",", "hmag", ",", "kmag", ")", ":", "return", "convert_constants", "(", "jmag", ",", "hmag", ",", "kmag", ",", "SDSSG_JHK", ",", "SDSSG_JH", ",", "SDSSG_JK", ",", "SDSSG_HK", ",", "SDSSG_J", ",", "SDSSG_H", ",", "SDSSG...
Converts given J, H, Ks mags to an SDSS g magnitude value. Parameters ---------- jmag,hmag,kmag : float 2MASS J, H, Ks mags of the object. Returns ------- float The converted SDSS g band magnitude.
[ "Converts", "given", "J", "H", "Ks", "mags", "to", "an", "SDSS", "g", "magnitude", "value", "." ]
python
valid
22.47619
pandas-dev/pandas
pandas/core/internals/blocks.py
https://github.com/pandas-dev/pandas/blob/9feb3ad92cc0397a04b665803a49299ee7aa1037/pandas/core/internals/blocks.py#L1952-L1979
def to_native_types(self, slicer=None, na_rep='', float_format=None, decimal='.', quoting=None, **kwargs): """ convert to our native types format, slicing if desired """ values = self.values if slicer is not None: values = values[:, slicer] # see gh-...
[ "def", "to_native_types", "(", "self", ",", "slicer", "=", "None", ",", "na_rep", "=", "''", ",", "float_format", "=", "None", ",", "decimal", "=", "'.'", ",", "quoting", "=", "None", ",", "*", "*", "kwargs", ")", ":", "values", "=", "self", ".", "...
convert to our native types format, slicing if desired
[ "convert", "to", "our", "native", "types", "format", "slicing", "if", "desired" ]
python
train
40.535714
resonai/ybt
yabt/docker.py
https://github.com/resonai/ybt/blob/5b40df0922ef3383eb85f2b04a26a2db4b81b3fd/yabt/docker.py#L152-L181
def handle_build_cache( conf: Config, name: str, tag: str, icb: ImageCachingBehavior): """Handle Docker image build cache. Return image ID if image is cached, and there's no need to redo the build. Return None if need to build the image (whether cached locally or not). Raise RuntimeError if not...
[ "def", "handle_build_cache", "(", "conf", ":", "Config", ",", "name", ":", "str", ",", "tag", ":", "str", ",", "icb", ":", "ImageCachingBehavior", ")", ":", "if", "icb", ".", "pull_if_cached", "or", "(", "icb", ".", "pull_if_not_cached", "and", "get_cached...
Handle Docker image build cache. Return image ID if image is cached, and there's no need to redo the build. Return None if need to build the image (whether cached locally or not). Raise RuntimeError if not allowed to build the image because of state of local cache. TODO(itamar): figure out a bette...
[ "Handle", "Docker", "image", "build", "cache", "." ]
python
train
45.533333
jobovy/galpy
galpy/util/bovy_coords.py
https://github.com/jobovy/galpy/blob/9c5b9fe65d58835624dffe432be282060918ee08/galpy/util/bovy_coords.py#L871-L903
def cov_dvrpmllbb_to_vxyz_single(d,e_d,e_vr,pmll,pmbb,cov_pmllbb,l,b): """ NAME: cov_dvrpmllbb_to_vxyz PURPOSE: propagate distance, radial velocity, and proper motion uncertainties to Galactic coordinates for scalar inputs INPUT: d - distance [kpc, as/mas for plx] e_d ...
[ "def", "cov_dvrpmllbb_to_vxyz_single", "(", "d", ",", "e_d", ",", "e_vr", ",", "pmll", ",", "pmbb", ",", "cov_pmllbb", ",", "l", ",", "b", ")", ":", "M", "=", "_K", "*", "sc", ".", "array", "(", "[", "[", "pmll", ",", "d", ",", "0.", "]", ",", ...
NAME: cov_dvrpmllbb_to_vxyz PURPOSE: propagate distance, radial velocity, and proper motion uncertainties to Galactic coordinates for scalar inputs INPUT: d - distance [kpc, as/mas for plx] e_d - distance uncertainty [kpc, [as/mas] for plx] e_vr - low velocity uncertai...
[ "NAME", ":", "cov_dvrpmllbb_to_vxyz", "PURPOSE", ":", "propagate", "distance", "radial", "velocity", "and", "proper", "motion", "uncertainties", "to", "Galactic", "coordinates", "for", "scalar", "inputs", "INPUT", ":", "d", "-", "distance", "[", "kpc", "as", "/"...
python
train
37.424242
Clinical-Genomics/scout
scout/parse/ensembl.py
https://github.com/Clinical-Genomics/scout/blob/90a551e2e1653a319e654c2405c2866f93d0ebb9/scout/parse/ensembl.py#L340-L395
def parse_ensembl_exon_request(result): """Parse a dataframe with ensembl exon information Args: res(pandas.DataFrame) Yields: gene_info(dict) """ keys = [ 'chrom', 'gene', 'transcript', 'exon_id', 'exon_chrom_start', 'exon_chrom_end'...
[ "def", "parse_ensembl_exon_request", "(", "result", ")", ":", "keys", "=", "[", "'chrom'", ",", "'gene'", ",", "'transcript'", ",", "'exon_id'", ",", "'exon_chrom_start'", ",", "'exon_chrom_end'", ",", "'5_utr_start'", ",", "'5_utr_end'", ",", "'3_utr_start'", ","...
Parse a dataframe with ensembl exon information Args: res(pandas.DataFrame) Yields: gene_info(dict)
[ "Parse", "a", "dataframe", "with", "ensembl", "exon", "information" ]
python
test
35.767857
edx/edx-django-utils
edx_django_utils/monitoring/middleware.py
https://github.com/edx/edx-django-utils/blob/16cb4ac617e53c572bf68ccd19d24afeff1ca769/edx_django_utils/monitoring/middleware.py#L145-L154
def _log_prefix(self, prefix, request): """ Returns a formatted prefix for logging for the given request. """ # After a celery task runs, the request cache is cleared. So if celery # tasks are running synchronously (CELERY_ALWAYS _EAGER), "guid_key" # will no longer be in...
[ "def", "_log_prefix", "(", "self", ",", "prefix", ",", "request", ")", ":", "# After a celery task runs, the request cache is cleared. So if celery", "# tasks are running synchronously (CELERY_ALWAYS _EAGER), \"guid_key\"", "# will no longer be in the request cache when process_response exec...
Returns a formatted prefix for logging for the given request.
[ "Returns", "a", "formatted", "prefix", "for", "logging", "for", "the", "given", "request", "." ]
python
train
61.8
buildbot/buildbot
master/buildbot/www/service.py
https://github.com/buildbot/buildbot/blob/5df3cfae6d760557d99156633c32b1822a1e130c/master/buildbot/www/service.py#L91-L108
def updateSession(self, request): """ Update the cookie after session object was modified @param request: the request object which should get a new cookie """ # we actually need to copy some hardcoded constants from twisted :-( # Make sure we aren't creating a secure ses...
[ "def", "updateSession", "(", "self", ",", "request", ")", ":", "# we actually need to copy some hardcoded constants from twisted :-(", "# Make sure we aren't creating a secure session on a non-secure page", "secure", "=", "request", ".", "isSecure", "(", ")", "if", "not", "secu...
Update the cookie after session object was modified @param request: the request object which should get a new cookie
[ "Update", "the", "cookie", "after", "session", "object", "was", "modified" ]
python
train
37.111111
odlgroup/odl
odl/util/ufuncs.py
https://github.com/odlgroup/odl/blob/b8443f6aca90e191ba36c91d32253c5a36249a6c/odl/util/ufuncs.py#L164-L174
def max(self, axis=None, dtype=None, out=None, keepdims=False): """Return the maximum of ``self``. See Also -------- numpy.amax min """ return self.elem.__array_ufunc__( np.maximum, 'reduce', self.elem, axis=axis, dtype=dtype, out=(out,), ...
[ "def", "max", "(", "self", ",", "axis", "=", "None", ",", "dtype", "=", "None", ",", "out", "=", "None", ",", "keepdims", "=", "False", ")", ":", "return", "self", ".", "elem", ".", "__array_ufunc__", "(", "np", ".", "maximum", ",", "'reduce'", ","...
Return the maximum of ``self``. See Also -------- numpy.amax min
[ "Return", "the", "maximum", "of", "self", "." ]
python
train
29.818182
viralogic/py-enumerable
py_linq/py_linq.py
https://github.com/viralogic/py-enumerable/blob/63363649bccef223379e1e87056747240c83aa9d/py_linq/py_linq.py#L428-L437
def any(self, predicate): """ Returns true if any elements that satisfy predicate are found :param predicate: condition to satisfy as lambda expression :return: boolean True or False """ if predicate is None: raise NullArgumentError( u"predicat...
[ "def", "any", "(", "self", ",", "predicate", ")", ":", "if", "predicate", "is", "None", ":", "raise", "NullArgumentError", "(", "u\"predicate lambda expression is necessary\"", ")", "return", "self", ".", "where", "(", "predicate", ")", ".", "count", "(", ")",...
Returns true if any elements that satisfy predicate are found :param predicate: condition to satisfy as lambda expression :return: boolean True or False
[ "Returns", "true", "if", "any", "elements", "that", "satisfy", "predicate", "are", "found", ":", "param", "predicate", ":", "condition", "to", "satisfy", "as", "lambda", "expression", ":", "return", ":", "boolean", "True", "or", "False" ]
python
train
39.4
tensorflow/tensor2tensor
tensor2tensor/data_generators/text_problems.py
https://github.com/tensorflow/tensor2tensor/blob/272500b6efe353aeb638d2745ed56e519462ca31/tensor2tensor/data_generators/text_problems.py#L607-L611
def txt_line_iterator(txt_path): """Iterate through lines of file.""" with tf.gfile.Open(txt_path) as f: for line in f: yield line.strip()
[ "def", "txt_line_iterator", "(", "txt_path", ")", ":", "with", "tf", ".", "gfile", ".", "Open", "(", "txt_path", ")", "as", "f", ":", "for", "line", "in", "f", ":", "yield", "line", ".", "strip", "(", ")" ]
Iterate through lines of file.
[ "Iterate", "through", "lines", "of", "file", "." ]
python
train
29.6
ChrisTimperley/Kaskara
python/kaskara/functions.py
https://github.com/ChrisTimperley/Kaskara/blob/3d182d95b2938508e5990eddd30321be15e2f2ef/python/kaskara/functions.py#L97-L106
def encloses(self, location: FileLocation ) -> Optional[FunctionDesc]: """ Returns the function, if any, that encloses a given location. """ for func in self.in_file(location.filename): if location in func.location: return fun...
[ "def", "encloses", "(", "self", ",", "location", ":", "FileLocation", ")", "->", "Optional", "[", "FunctionDesc", "]", ":", "for", "func", "in", "self", ".", "in_file", "(", "location", ".", "filename", ")", ":", "if", "location", "in", "func", ".", "l...
Returns the function, if any, that encloses a given location.
[ "Returns", "the", "function", "if", "any", "that", "encloses", "a", "given", "location", "." ]
python
train
33.2
QualiSystems/vCenterShell
package/cloudshell/cp/vcenter/common/vcenter/vmomi_service.py
https://github.com/QualiSystems/vCenterShell/blob/e2e24cd938a92a68f4a8e6a860810d3ef72aae6d/package/cloudshell/cp/vcenter/common/vcenter/vmomi_service.py#L160-L168
def find_datastore_by_name(self, si, path, name): """ Finds datastore in the vCenter or returns "None" :param si: pyvmomi 'ServiceInstance' :param path: the path to find the object ('dc' or 'dc/folder' or 'dc/folder/folder/etc...') :param name: the datastore ...
[ "def", "find_datastore_by_name", "(", "self", ",", "si", ",", "path", ",", "name", ")", ":", "return", "self", ".", "find_obj_by_path", "(", "si", ",", "path", ",", "name", ",", "self", ".", "Datastore", ")" ]
Finds datastore in the vCenter or returns "None" :param si: pyvmomi 'ServiceInstance' :param path: the path to find the object ('dc' or 'dc/folder' or 'dc/folder/folder/etc...') :param name: the datastore name to return
[ "Finds", "datastore", "in", "the", "vCenter", "or", "returns", "None" ]
python
train
45.222222
rdeits/meshcat-python
src/meshcat/animation.py
https://github.com/rdeits/meshcat-python/blob/aa3865143120f5ace8e62aab71d825e33674d277/src/meshcat/animation.py#L132-L165
def convert_frames_to_video(tar_file_path, output_path="output.mp4", framerate=60, overwrite=False): """ Try to convert a tar file containing a sequence of frames saved by the meshcat viewer into a single video file. This relies on having `ffmpeg` installed on your system. """ output_path = os....
[ "def", "convert_frames_to_video", "(", "tar_file_path", ",", "output_path", "=", "\"output.mp4\"", ",", "framerate", "=", "60", ",", "overwrite", "=", "False", ")", ":", "output_path", "=", "os", ".", "path", ".", "abspath", "(", "output_path", ")", "if", "o...
Try to convert a tar file containing a sequence of frames saved by the meshcat viewer into a single video file. This relies on having `ffmpeg` installed on your system.
[ "Try", "to", "convert", "a", "tar", "file", "containing", "a", "sequence", "of", "frames", "saved", "by", "the", "meshcat", "viewer", "into", "a", "single", "video", "file", "." ]
python
valid
43.735294
google/tangent
tangent/optimization.py
https://github.com/google/tangent/blob/6533e83af09de7345d1b438512679992f080dcc9/tangent/optimization.py#L62-L88
def dead_code_elimination(node): """Perform a simple form of dead code elimination on a Python AST. This method performs reaching definitions analysis on all function definitions. It then looks for the definition of variables that are not used elsewhere and removes those definitions. This function takes int...
[ "def", "dead_code_elimination", "(", "node", ")", ":", "to_remove", "=", "set", "(", "def_", "[", "1", "]", "for", "def_", "in", "annotate", ".", "unused", "(", "node", ")", "if", "not", "isinstance", "(", "def_", "[", "1", "]", ",", "(", "gast", "...
Perform a simple form of dead code elimination on a Python AST. This method performs reaching definitions analysis on all function definitions. It then looks for the definition of variables that are not used elsewhere and removes those definitions. This function takes into consideration push and pop statement...
[ "Perform", "a", "simple", "form", "of", "dead", "code", "elimination", "on", "a", "Python", "AST", "." ]
python
train
36.518519
aiortc/aiortc
aiortc/rtcdtlstransport.py
https://github.com/aiortc/aiortc/blob/60ed036abf4575bd63985724b4493d569e6da29b/aiortc/rtcdtlstransport.py#L378-L459
async def start(self, remoteParameters): """ Start DTLS transport negotiation with the parameters of the remote DTLS transport. :param: remoteParameters: An :class:`RTCDtlsParameters`. """ assert self._state == State.NEW assert len(remoteParameters.fingerprints) ...
[ "async", "def", "start", "(", "self", ",", "remoteParameters", ")", ":", "assert", "self", ".", "_state", "==", "State", ".", "NEW", "assert", "len", "(", "remoteParameters", ".", "fingerprints", ")", "if", "self", ".", "transport", ".", "role", "==", "'...
Start DTLS transport negotiation with the parameters of the remote DTLS transport. :param: remoteParameters: An :class:`RTCDtlsParameters`.
[ "Start", "DTLS", "transport", "negotiation", "with", "the", "parameters", "of", "the", "remote", "DTLS", "transport", "." ]
python
train
38.073171
romanvm/django-tinymce4-lite
tinymce/settings.py
https://github.com/romanvm/django-tinymce4-lite/blob/3b9221db5f0327e1e08c79b7b8cdbdcb1848a390/tinymce/settings.py#L12-L23
def is_managed(): """ Check if a Django project is being managed with ``manage.py`` or ``django-admin`` scripts :return: Check result :rtype: bool """ for item in sys.argv: if re.search(r'manage.py|django-admin|django', item) is not None: return True return False
[ "def", "is_managed", "(", ")", ":", "for", "item", "in", "sys", ".", "argv", ":", "if", "re", ".", "search", "(", "r'manage.py|django-admin|django'", ",", "item", ")", "is", "not", "None", ":", "return", "True", "return", "False" ]
Check if a Django project is being managed with ``manage.py`` or ``django-admin`` scripts :return: Check result :rtype: bool
[ "Check", "if", "a", "Django", "project", "is", "being", "managed", "with", "manage", ".", "py", "or", "django", "-", "admin", "scripts" ]
python
train
25.416667
wandb/client
wandb/vendor/prompt_toolkit/cache.py
https://github.com/wandb/client/blob/7d08954ed5674fee223cd85ed0d8518fe47266b2/wandb/vendor/prompt_toolkit/cache.py#L96-L111
def memoized(maxsize=1024): """ Momoization decorator for immutable classes and pure functions. """ cache = SimpleCache(maxsize=maxsize) def decorator(obj): @wraps(obj) def new_callable(*a, **kw): def create_new(): return obj(*a, **kw) key = ...
[ "def", "memoized", "(", "maxsize", "=", "1024", ")", ":", "cache", "=", "SimpleCache", "(", "maxsize", "=", "maxsize", ")", "def", "decorator", "(", "obj", ")", ":", "@", "wraps", "(", "obj", ")", "def", "new_callable", "(", "*", "a", ",", "*", "*"...
Momoization decorator for immutable classes and pure functions.
[ "Momoization", "decorator", "for", "immutable", "classes", "and", "pure", "functions", "." ]
python
train
26.375
ncrocfer/similar
similar/similar.py
https://github.com/ncrocfer/similar/blob/94adde7d6f4fa924a6fc3e6be2dee62e48d0f608/similar/similar.py#L24-L37
def results(self): """ Returns a list of tuple, ordered by similarity. """ d = dict() words = [word.strip() for word in self.haystack] if not words: raise NoResultException('No similar word found.') for w in words: d[w] = Levenshtein.rati...
[ "def", "results", "(", "self", ")", ":", "d", "=", "dict", "(", ")", "words", "=", "[", "word", ".", "strip", "(", ")", "for", "word", "in", "self", ".", "haystack", "]", "if", "not", "words", ":", "raise", "NoResultException", "(", "'No similar word...
Returns a list of tuple, ordered by similarity.
[ "Returns", "a", "list", "of", "tuple", "ordered", "by", "similarity", "." ]
python
train
28.571429
azraq27/neural
neural/general.py
https://github.com/azraq27/neural/blob/fe91bfeecbf73ad99708cf5dca66cb61fcd529f5/neural/general.py#L24-L30
def voxel_loop(self): '''iterator that loops through each voxel and yields the coords and time series as a tuple''' # Prob not the most efficient, but the best I can do for now: for x in xrange(len(self.data)): for y in xrange(len(self.data[x])): for z in xrange(len(s...
[ "def", "voxel_loop", "(", "self", ")", ":", "# Prob not the most efficient, but the best I can do for now:", "for", "x", "in", "xrange", "(", "len", "(", "self", ".", "data", ")", ")", ":", "for", "y", "in", "xrange", "(", "len", "(", "self", ".", "data", ...
iterator that loops through each voxel and yields the coords and time series as a tuple
[ "iterator", "that", "loops", "through", "each", "voxel", "and", "yields", "the", "coords", "and", "time", "series", "as", "a", "tuple" ]
python
train
55.142857
Kozea/cairocffi
cairocffi/context.py
https://github.com/Kozea/cairocffi/blob/450853add7e32eea20985b6aa5f54d9cb3cd04fe/cairocffi/context.py#L1839-L1850
def get_font_options(self): """Retrieves font rendering options set via :meth:`set_font_options`. Note that the returned options do not include any options derived from the underlying surface; they are literally the options passed to :meth:`set_font_options`. :return: A new :cla...
[ "def", "get_font_options", "(", "self", ")", ":", "font_options", "=", "FontOptions", "(", ")", "cairo", ".", "cairo_get_font_options", "(", "self", ".", "_pointer", ",", "font_options", ".", "_pointer", ")", "return", "font_options" ]
Retrieves font rendering options set via :meth:`set_font_options`. Note that the returned options do not include any options derived from the underlying surface; they are literally the options passed to :meth:`set_font_options`. :return: A new :class:`FontOptions` object.
[ "Retrieves", "font", "rendering", "options", "set", "via", ":", "meth", ":", "set_font_options", ".", "Note", "that", "the", "returned", "options", "do", "not", "include", "any", "options", "derived", "from", "the", "underlying", "surface", ";", "they", "are",...
python
train
40.5
mitsei/dlkit
dlkit/json_/learning/sessions.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/learning/sessions.py#L6241-L6262
def is_child_of_objective_bank(self, id_, objective_bank_id): """Tests if an objective bank is a direct child of another. arg: id (osid.id.Id): an ``Id`` arg: objective_bank_id (osid.id.Id): the ``Id`` of an objective bank return: (boolean) - ``true`` if the ``id``...
[ "def", "is_child_of_objective_bank", "(", "self", ",", "id_", ",", "objective_bank_id", ")", ":", "# Implemented from template for", "# osid.resource.BinHierarchySession.is_child_of_bin", "if", "self", ".", "_catalog_session", "is", "not", "None", ":", "return", "self", "...
Tests if an objective bank is a direct child of another. arg: id (osid.id.Id): an ``Id`` arg: objective_bank_id (osid.id.Id): the ``Id`` of an objective bank return: (boolean) - ``true`` if the ``id`` is a child of ``objective_bank_id,`` ``false`` otherwis...
[ "Tests", "if", "an", "objective", "bank", "is", "a", "direct", "child", "of", "another", "." ]
python
train
51.181818
toumorokoshi/sprinter
sprinter/formula/perforce.py
https://github.com/toumorokoshi/sprinter/blob/846697a7a087e69c61d075232e754d6975a64152/sprinter/formula/perforce.py#L144-L164
def __install_perforce(self, config): """ install perforce binary """ if not system.is_64_bit(): self.logger.warn("Perforce formula is only designed for 64 bit systems! Not install executables...") return False version = config.get('version', 'r13.2') key = 'osx' ...
[ "def", "__install_perforce", "(", "self", ",", "config", ")", ":", "if", "not", "system", ".", "is_64_bit", "(", ")", ":", "self", ".", "logger", ".", "warn", "(", "\"Perforce formula is only designed for 64 bit systems! Not install executables...\"", ")", "return", ...
install perforce binary
[ "install", "perforce", "binary" ]
python
train
51.571429
edx/i18n-tools
i18n/dummy.py
https://github.com/edx/i18n-tools/blob/99b20c17d1a0ca07a8839f33e0e9068248a581e5/i18n/dummy.py#L217-L221
def new_filename(original_filename, new_locale): """Returns a filename derived from original_filename, using new_locale as the locale""" orig_file = Path(original_filename) new_file = orig_file.parent.parent.parent / new_locale / orig_file.parent.name / orig_file.name return new_file.abspath()
[ "def", "new_filename", "(", "original_filename", ",", "new_locale", ")", ":", "orig_file", "=", "Path", "(", "original_filename", ")", "new_file", "=", "orig_file", ".", "parent", ".", "parent", ".", "parent", "/", "new_locale", "/", "orig_file", ".", "parent"...
Returns a filename derived from original_filename, using new_locale as the locale
[ "Returns", "a", "filename", "derived", "from", "original_filename", "using", "new_locale", "as", "the", "locale" ]
python
train
61.2
blockstack-packages/keychain-manager-py
keychain/utils.py
https://github.com/blockstack-packages/keychain-manager-py/blob/c15c4ed8f3ed155f71ccac7c13ee08f081d38c06/keychain/utils.py#L41-L55
def bip32_deserialize(data): """ Derived from code from pybitcointools (https://github.com/vbuterin/pybitcointools) by Vitalik Buterin """ dbin = changebase(data, 58, 256) if bin_dbl_sha256(dbin[:-4])[:4] != dbin[-4:]: raise Exception("Invalid checksum") vbytes = dbin[0:4] depth ...
[ "def", "bip32_deserialize", "(", "data", ")", ":", "dbin", "=", "changebase", "(", "data", ",", "58", ",", "256", ")", "if", "bin_dbl_sha256", "(", "dbin", "[", ":", "-", "4", "]", ")", "[", ":", "4", "]", "!=", "dbin", "[", "-", "4", ":", "]",...
Derived from code from pybitcointools (https://github.com/vbuterin/pybitcointools) by Vitalik Buterin
[ "Derived", "from", "code", "from", "pybitcointools", "(", "https", ":", "//", "github", ".", "com", "/", "vbuterin", "/", "pybitcointools", ")", "by", "Vitalik", "Buterin" ]
python
test
36.533333
googleapis/google-cloud-python
logging/google/cloud/logging/_http.py
https://github.com/googleapis/google-cloud-python/blob/85e80125a59cb10f8cb105f25ecc099e4b940b50/logging/google/cloud/logging/_http.py#L354-L391
def list_metrics(self, project, page_size=None, page_token=None): """List metrics for the project associated with this client. See https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/list :type project: str :param project: ID of the project whose metrics...
[ "def", "list_metrics", "(", "self", ",", "project", ",", "page_size", "=", "None", ",", "page_token", "=", "None", ")", ":", "extra_params", "=", "{", "}", "if", "page_size", "is", "not", "None", ":", "extra_params", "[", "\"pageSize\"", "]", "=", "page_...
List metrics for the project associated with this client. See https://cloud.google.com/logging/docs/reference/v2/rest/v2/projects.metrics/list :type project: str :param project: ID of the project whose metrics are to be listed. :type page_size: int :param page_size: ma...
[ "List", "metrics", "for", "the", "project", "associated", "with", "this", "client", "." ]
python
train
36.684211
cltk/cltk
cltk/prosody/greek/scanner.py
https://github.com/cltk/cltk/blob/ed9c025b7ec43c949481173251b70e05e4dffd27/cltk/prosody/greek/scanner.py#L46-L62
def _clean_text(self, text): """Clean the text of extraneous punction. By default, ':', ';', and '.' are defined as stops. :param text: raw text :return: clean text :rtype : string """ clean = [] for char in text: if char in self.punc_stops: ...
[ "def", "_clean_text", "(", "self", ",", "text", ")", ":", "clean", "=", "[", "]", "for", "char", "in", "text", ":", "if", "char", "in", "self", ".", "punc_stops", ":", "clean", "+=", "'.'", "elif", "char", "not", "in", "self", ".", "punc", ":", "...
Clean the text of extraneous punction. By default, ':', ';', and '.' are defined as stops. :param text: raw text :return: clean text :rtype : string
[ "Clean", "the", "text", "of", "extraneous", "punction", "." ]
python
train
28.235294
msikma/kanaconv
kanaconv/converter.py
https://github.com/msikma/kanaconv/blob/194f142e616ab5dd6d13a687b96b9f8abd1b4ea8/kanaconv/converter.py#L722-L730
def _add_punctuation_spacing(self, input): ''' Adds additional spacing to punctuation characters. For example, this puts an extra space after a fullwidth full stop. ''' for replacement in punct_spacing: input = re.sub(replacement[0], replacement[1], input) re...
[ "def", "_add_punctuation_spacing", "(", "self", ",", "input", ")", ":", "for", "replacement", "in", "punct_spacing", ":", "input", "=", "re", ".", "sub", "(", "replacement", "[", "0", "]", ",", "replacement", "[", "1", "]", ",", "input", ")", "return", ...
Adds additional spacing to punctuation characters. For example, this puts an extra space after a fullwidth full stop.
[ "Adds", "additional", "spacing", "to", "punctuation", "characters", ".", "For", "example", "this", "puts", "an", "extra", "space", "after", "a", "fullwidth", "full", "stop", "." ]
python
train
35.777778
saltstack/salt
salt/crypt.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/crypt.py#L1428-L1464
def decrypt(self, data): ''' verify HMAC-SHA256 signature and decrypt data with AES-CBC ''' aes_key, hmac_key = self.keys sig = data[-self.SIG_SIZE:] data = data[:-self.SIG_SIZE] if six.PY3 and not isinstance(data, bytes): data = salt.utils.stringutils...
[ "def", "decrypt", "(", "self", ",", "data", ")", ":", "aes_key", ",", "hmac_key", "=", "self", ".", "keys", "sig", "=", "data", "[", "-", "self", ".", "SIG_SIZE", ":", "]", "data", "=", "data", "[", ":", "-", "self", ".", "SIG_SIZE", "]", "if", ...
verify HMAC-SHA256 signature and decrypt data with AES-CBC
[ "verify", "HMAC", "-", "SHA256", "signature", "and", "decrypt", "data", "with", "AES", "-", "CBC" ]
python
train
39.783784
google/grr
grr/server/grr_response_server/databases/mysql_utils.py
https://github.com/google/grr/blob/5cef4e8e2f0d5df43ea4877e9c798e0bf60bfe74/grr/server/grr_response_server/databases/mysql_utils.py#L141-L161
def ComponentsToPath(components): """Converts a list of path components to a canonical path representation. Args: components: A sequence of path components. Returns: A canonical MySQL path representation. """ precondition.AssertIterableType(components, Text) for component in components: if not...
[ "def", "ComponentsToPath", "(", "components", ")", ":", "precondition", ".", "AssertIterableType", "(", "components", ",", "Text", ")", "for", "component", "in", "components", ":", "if", "not", "component", ":", "raise", "ValueError", "(", "\"Empty path component ...
Converts a list of path components to a canonical path representation. Args: components: A sequence of path components. Returns: A canonical MySQL path representation.
[ "Converts", "a", "list", "of", "path", "components", "to", "a", "canonical", "path", "representation", "." ]
python
train
26.857143
jorgenkg/python-neural-network
nimblenet/cost_functions.py
https://github.com/jorgenkg/python-neural-network/blob/617b9940fa157d54d7831c42c0f7ba6857239b9a/nimblenet/cost_functions.py#L41-L50
def softmax_categorical_cross_entropy_cost( outputs, targets, derivative=False, epsilon=1e-11 ): """ The output signals should be in the range [0, 1] """ outputs = np.clip(outputs, epsilon, 1 - epsilon) if derivative: return outputs - targets else: return np.mean(-np.sum(tar...
[ "def", "softmax_categorical_cross_entropy_cost", "(", "outputs", ",", "targets", ",", "derivative", "=", "False", ",", "epsilon", "=", "1e-11", ")", ":", "outputs", "=", "np", ".", "clip", "(", "outputs", ",", "epsilon", ",", "1", "-", "epsilon", ")", "if"...
The output signals should be in the range [0, 1]
[ "The", "output", "signals", "should", "be", "in", "the", "range", "[", "0", "1", "]" ]
python
train
34.5
deschler/django-modeltranslation
modeltranslation/manager.py
https://github.com/deschler/django-modeltranslation/blob/18fec04a5105cbd83fc3759f4fda20135b3a848c/modeltranslation/manager.py#L79-L87
def append_translated(model, fields): "If translated field is encountered, add also all its translation fields." fields = set(fields) from modeltranslation.translator import translator opts = translator.get_options_for_model(model) for key, translated in opts.fields.items(): if key in fields...
[ "def", "append_translated", "(", "model", ",", "fields", ")", ":", "fields", "=", "set", "(", "fields", ")", "from", "modeltranslation", ".", "translator", "import", "translator", "opts", "=", "translator", ".", "get_options_for_model", "(", "model", ")", "for...
If translated field is encountered, add also all its translation fields.
[ "If", "translated", "field", "is", "encountered", "add", "also", "all", "its", "translation", "fields", "." ]
python
train
43.666667
django-import-export/django-import-export
import_export/resources.py
https://github.com/django-import-export/django-import-export/blob/127f00d03fd0ad282615b064b7f444a639e6ff0c/import_export/resources.py#L910-L924
def after_import(self, dataset, result, using_transactions, dry_run, **kwargs): """ Reset the SQL sequences after new objects are imported """ # Adapted from django's loaddata if not dry_run and any(r.import_type == RowResult.IMPORT_TYPE_NEW for r in result.rows): con...
[ "def", "after_import", "(", "self", ",", "dataset", ",", "result", ",", "using_transactions", ",", "dry_run", ",", "*", "*", "kwargs", ")", ":", "# Adapted from django's loaddata", "if", "not", "dry_run", "and", "any", "(", "r", ".", "import_type", "==", "Ro...
Reset the SQL sequences after new objects are imported
[ "Reset", "the", "SQL", "sequences", "after", "new", "objects", "are", "imported" ]
python
train
45.6
Nekroze/librarian
librarian/deck.py
https://github.com/Nekroze/librarian/blob/5d3da2980d91a637f80ad7164fbf204a2dd2bd58/librarian/deck.py#L22-L45
def get_card(self, index=-1, cache=True, remove=True): """ Retrieve a card any number of cards from the top. Returns a ``Card`` object loaded from a library if one is specified otherwise just it will simply return its code. If `index` is not set then the top card will be retrie...
[ "def", "get_card", "(", "self", ",", "index", "=", "-", "1", ",", "cache", "=", "True", ",", "remove", "=", "True", ")", ":", "if", "len", "(", "self", ".", "cards", ")", "<", "index", ":", "return", "None", "retriever", "=", "self", ".", "cards"...
Retrieve a card any number of cards from the top. Returns a ``Card`` object loaded from a library if one is specified otherwise just it will simply return its code. If `index` is not set then the top card will be retrieved. If cache is set to True (the default) it will tell the librar...
[ "Retrieve", "a", "card", "any", "number", "of", "cards", "from", "the", "top", ".", "Returns", "a", "Card", "object", "loaded", "from", "a", "library", "if", "one", "is", "specified", "otherwise", "just", "it", "will", "simply", "return", "its", "code", ...
python
train
35
Diaoul/subliminal
subliminal/subtitle.py
https://github.com/Diaoul/subliminal/blob/a952dfb2032eb0fd6eb1eb89f04080923c11c4cf/subliminal/subtitle.py#L185-L244
def guess_matches(video, guess, partial=False): """Get matches between a `video` and a `guess`. If a guess is `partial`, the absence information won't be counted as a match. :param video: the video. :type video: :class:`~subliminal.video.Video` :param guess: the guess. :type guess: dict :p...
[ "def", "guess_matches", "(", "video", ",", "guess", ",", "partial", "=", "False", ")", ":", "matches", "=", "set", "(", ")", "if", "isinstance", "(", "video", ",", "Episode", ")", ":", "# series", "if", "video", ".", "series", "and", "'title'", "in", ...
Get matches between a `video` and a `guess`. If a guess is `partial`, the absence information won't be counted as a match. :param video: the video. :type video: :class:`~subliminal.video.Video` :param guess: the guess. :type guess: dict :param bool partial: whether or not the guess is partial....
[ "Get", "matches", "between", "a", "video", "and", "a", "guess", "." ]
python
train
41.666667
singnet/snet-cli
snet_cli/mpe_channel_command.py
https://github.com/singnet/snet-cli/blob/1b5ac98cb9a64211c861ead9fcfe6208f2749032/snet_cli/mpe_channel_command.py#L21-L25
def _get_persistent_mpe_dir(self): """ get persistent storage for mpe """ mpe_address = self.get_mpe_address().lower() registry_address = self.get_registry_address().lower() return Path.home().joinpath(".snet", "mpe_client", "%s_%s"%(mpe_address, registry_address))
[ "def", "_get_persistent_mpe_dir", "(", "self", ")", ":", "mpe_address", "=", "self", ".", "get_mpe_address", "(", ")", ".", "lower", "(", ")", "registry_address", "=", "self", ".", "get_registry_address", "(", ")", ".", "lower", "(", ")", "return", "Path", ...
get persistent storage for mpe
[ "get", "persistent", "storage", "for", "mpe" ]
python
train
59.6
bcbio/bcbio-nextgen
bcbio/variation/validateplot.py
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/variation/validateplot.py#L22-L33
def classifyplot_from_plotfiles(plot_files, out_csv, outtype="png", title=None, size=None): """Create a plot from individual summary csv files with classification metrics. """ dfs = [pd.read_csv(x) for x in plot_files] samples = [] for df in dfs: for sample in df["sample"].unique(): ...
[ "def", "classifyplot_from_plotfiles", "(", "plot_files", ",", "out_csv", ",", "outtype", "=", "\"png\"", ",", "title", "=", "None", ",", "size", "=", "None", ")", ":", "dfs", "=", "[", "pd", ".", "read_csv", "(", "x", ")", "for", "x", "in", "plot_files...
Create a plot from individual summary csv files with classification metrics.
[ "Create", "a", "plot", "from", "individual", "summary", "csv", "files", "with", "classification", "metrics", "." ]
python
train
42.833333
bcbio/bcbio-nextgen
bcbio/variation/vardict.py
https://github.com/bcbio/bcbio-nextgen/blob/6a9348c0054ccd5baffd22f1bb7d0422f6978b20/bcbio/variation/vardict.py#L129-L138
def _get_jvm_opts(data, out_file): """Retrieve JVM options when running the Java version of VarDict. """ if get_vardict_command(data) == "vardict-java": resources = config_utils.get_resources("vardict", data["config"]) jvm_opts = resources.get("jvm_opts", ["-Xms750m", "-Xmx4g"]) jvm_...
[ "def", "_get_jvm_opts", "(", "data", ",", "out_file", ")", ":", "if", "get_vardict_command", "(", "data", ")", "==", "\"vardict-java\"", ":", "resources", "=", "config_utils", ".", "get_resources", "(", "\"vardict\"", ",", "data", "[", "\"config\"", "]", ")", ...
Retrieve JVM options when running the Java version of VarDict.
[ "Retrieve", "JVM", "options", "when", "running", "the", "Java", "version", "of", "VarDict", "." ]
python
train
46.8
selik/xport
xport/v56.py
https://github.com/selik/xport/blob/fafd15a24ccd102fc92d0c0123b9877a0c752182/xport/v56.py#L292-L309
def header_match(cls, header): ''' Parse the 4-line (320-byte) library member header. ''' mo = cls.header_re.match(header) if mo is None: msg = f'Expected {cls.header_re.pattern!r}, got {header!r}' raise ValueError(msg) return { 'name':...
[ "def", "header_match", "(", "cls", ",", "header", ")", ":", "mo", "=", "cls", ".", "header_re", ".", "match", "(", "header", ")", "if", "mo", "is", "None", ":", "msg", "=", "f'Expected {cls.header_re.pattern!r}, got {header!r}'", "raise", "ValueError", "(", ...
Parse the 4-line (320-byte) library member header.
[ "Parse", "the", "4", "-", "line", "(", "320", "-", "byte", ")", "library", "member", "header", "." ]
python
train
38.5
tensorflow/probability
experimental/neutra/neutra_kernel.py
https://github.com/tensorflow/probability/blob/e87fe34111d68c35db0f9eeb4935f1ece9e1a8f5/experimental/neutra/neutra_kernel.py#L350-L381
def one_step(self, current_state, previous_kernel_results): """Runs one iteration of NeuTra. Args: current_state: `Tensor` or Python `list` of `Tensor`s representing the current state(s) of the Markov chain(s). The first `r` dimensions index independent chains, `r = tf.rank(target_log_pro...
[ "def", "one_step", "(", "self", ",", "current_state", ",", "previous_kernel_results", ")", ":", "@", "tfp", ".", "mcmc", ".", "internal", ".", "util", ".", "make_innermost_setter", "def", "set_num_leapfrog_steps", "(", "kernel_results", ",", "num_leapfrog_steps", ...
Runs one iteration of NeuTra. Args: current_state: `Tensor` or Python `list` of `Tensor`s representing the current state(s) of the Markov chain(s). The first `r` dimensions index independent chains, `r = tf.rank(target_log_prob_fn(*current_state))`. previous_kernel_results: `collections...
[ "Runs", "one", "iteration", "of", "NeuTra", "." ]
python
test
46
tdryer/hangups
hangups/client.py
https://github.com/tdryer/hangups/blob/85c0bf0a57698d077461283895707260f9dbf931/hangups/client.py#L114-L148
async def connect(self): """Establish a connection to the chat server. Returns when an error has occurred, or :func:`disconnect` has been called. """ proxy = os.environ.get('HTTP_PROXY') self._session = http_utils.Session(self._cookies, proxy=proxy) try: ...
[ "async", "def", "connect", "(", "self", ")", ":", "proxy", "=", "os", ".", "environ", ".", "get", "(", "'HTTP_PROXY'", ")", "self", ".", "_session", "=", "http_utils", ".", "Session", "(", "self", ".", "_cookies", ",", "proxy", "=", "proxy", ")", "tr...
Establish a connection to the chat server. Returns when an error has occurred, or :func:`disconnect` has been called.
[ "Establish", "a", "connection", "to", "the", "chat", "server", "." ]
python
valid
44.028571
balloob/pychromecast
pychromecast/socket_client.py
https://github.com/balloob/pychromecast/blob/831b09c4fed185a7bffe0ea330b7849d5f4e36b6/pychromecast/socket_client.py#L586-L608
def _cleanup(self): """ Cleanup open channels and handlers """ for channel in self._open_channels: try: self.disconnect_channel(channel) except Exception: # pylint: disable=broad-except pass for handler in self._handlers.values(): ...
[ "def", "_cleanup", "(", "self", ")", ":", "for", "channel", "in", "self", ".", "_open_channels", ":", "try", ":", "self", ".", "disconnect_channel", "(", "channel", ")", "except", "Exception", ":", "# pylint: disable=broad-except", "pass", "for", "handler", "i...
Cleanup open channels and handlers
[ "Cleanup", "open", "channels", "and", "handlers" ]
python
train
36.26087
pypa/pipenv
pipenv/vendor/pipdeptree.py
https://github.com/pypa/pipenv/blob/cae8d76c210b9777e90aab76e9c4b0e53bb19cde/pipenv/vendor/pipdeptree.py#L460-L476
def conflicting_deps(tree): """Returns dependencies which are not present or conflict with the requirements of other packages. e.g. will warn if pkg1 requires pkg2==2.0 and pkg2==1.0 is installed :param tree: the requirements tree (dict) :returns: dict of DistPackage -> list of unsatisfied/unknown...
[ "def", "conflicting_deps", "(", "tree", ")", ":", "conflicting", "=", "defaultdict", "(", "list", ")", "for", "p", ",", "rs", "in", "tree", ".", "items", "(", ")", ":", "for", "req", "in", "rs", ":", "if", "req", ".", "is_conflicting", "(", ")", ":...
Returns dependencies which are not present or conflict with the requirements of other packages. e.g. will warn if pkg1 requires pkg2==2.0 and pkg2==1.0 is installed :param tree: the requirements tree (dict) :returns: dict of DistPackage -> list of unsatisfied/unknown ReqPackage :rtype: dict
[ "Returns", "dependencies", "which", "are", "not", "present", "or", "conflict", "with", "the", "requirements", "of", "other", "packages", "." ]
python
train
31.411765
saltstack/salt
salt/modules/napalm_network.py
https://github.com/saltstack/salt/blob/e8541fd6e744ab0df786c0f76102e41631f45d46/salt/modules/napalm_network.py#L2166-L2193
def config_changed(inherit_napalm_device=None, **kwargs): # pylint: disable=unused-argument ''' Will prompt if the configuration has been changed. :return: A tuple with a boolean that specifies if the config was changed on the device.\ And a string that provides more details of the reason why the con...
[ "def", "config_changed", "(", "inherit_napalm_device", "=", "None", ",", "*", "*", "kwargs", ")", ":", "# pylint: disable=unused-argument", "is_config_changed", "=", "False", "reason", "=", "''", "try_compare", "=", "compare_config", "(", "inherit_napalm_device", "=",...
Will prompt if the configuration has been changed. :return: A tuple with a boolean that specifies if the config was changed on the device.\ And a string that provides more details of the reason why the configuration was not changed. CLI Example: .. code-block:: bash salt '*' net.config_chang...
[ "Will", "prompt", "if", "the", "configuration", "has", "been", "changed", "." ]
python
train
30.178571
fboender/ansible-cmdb
src/ansiblecmdb/ansible.py
https://github.com/fboender/ansible-cmdb/blob/ebd960ac10684e8c9ec2b12751bba2c4c9504ab7/src/ansiblecmdb/ansible.py#L348-L361
def hosts_in_group(self, groupname): """ Return a list of hostnames that are in a group. """ result = [] for hostname, hostinfo in self.hosts.items(): if groupname == 'all': result.append(hostname) elif 'groups' in hostinfo: ...
[ "def", "hosts_in_group", "(", "self", ",", "groupname", ")", ":", "result", "=", "[", "]", "for", "hostname", ",", "hostinfo", "in", "self", ".", "hosts", ".", "items", "(", ")", ":", "if", "groupname", "==", "'all'", ":", "result", ".", "append", "(...
Return a list of hostnames that are in a group.
[ "Return", "a", "list", "of", "hostnames", "that", "are", "in", "a", "group", "." ]
python
train
34
portfors-lab/sparkle
sparkle/gui/plotting/calibration_explore_display.py
https://github.com/portfors-lab/sparkle/blob/5fad1cf2bec58ec6b15d91da20f6236a74826110/sparkle/gui/plotting/calibration_explore_display.py#L136-L143
def setXlimits(self, lims): """Sets the X axis limits of the signal plots :param lims: (min, max) of x axis, in same units as data :type lims: (float, float) """ self.responseSignalPlot.setXlim(lims) self.stimSignalPlot.setXlim(lims)
[ "def", "setXlimits", "(", "self", ",", "lims", ")", ":", "self", ".", "responseSignalPlot", ".", "setXlim", "(", "lims", ")", "self", ".", "stimSignalPlot", ".", "setXlim", "(", "lims", ")" ]
Sets the X axis limits of the signal plots :param lims: (min, max) of x axis, in same units as data :type lims: (float, float)
[ "Sets", "the", "X", "axis", "limits", "of", "the", "signal", "plots" ]
python
train
34.375
mitsei/dlkit
dlkit/json_/repository/objects.py
https://github.com/mitsei/dlkit/blob/445f968a175d61c8d92c0f617a3c17dc1dc7c584/dlkit/json_/repository/objects.py#L1049-L1061
def clear_provider_links(self): """Removes the provider chain. raise: NoAccess - ``Metadata.isRequired()`` is ``true`` or ``Metadata.isReadOnly()`` is ``true`` *compliance: mandatory -- This method must be implemented.* """ # Implemented from template for osid....
[ "def", "clear_provider_links", "(", "self", ")", ":", "# Implemented from template for osid.learning.ActivityForm.clear_assets_template", "if", "(", "self", ".", "get_provider_links_metadata", "(", ")", ".", "is_read_only", "(", ")", "or", "self", ".", "get_provider_links_m...
Removes the provider chain. raise: NoAccess - ``Metadata.isRequired()`` is ``true`` or ``Metadata.isReadOnly()`` is ``true`` *compliance: mandatory -- This method must be implemented.*
[ "Removes", "the", "provider", "chain", "." ]
python
train
45.384615
JoelBender/bacpypes
py25/bacpypes/bvll.py
https://github.com/JoelBender/bacpypes/blob/4111b8604a16fa2b7f80d8104a43b9f3e28dfc78/py25/bacpypes/bvll.py#L89-L103
def bvlci_contents(self, use_dict=None, as_class=dict): """Return the contents of an object as a dict.""" if _debug: BVLCI._debug("bvlci_contents use_dict=%r as_class=%r", use_dict, as_class) # make/extend the dictionary of content if use_dict is None: use_dict = as_class() ...
[ "def", "bvlci_contents", "(", "self", ",", "use_dict", "=", "None", ",", "as_class", "=", "dict", ")", ":", "if", "_debug", ":", "BVLCI", ".", "_debug", "(", "\"bvlci_contents use_dict=%r as_class=%r\"", ",", "use_dict", ",", "as_class", ")", "# make/extend the ...
Return the contents of an object as a dict.
[ "Return", "the", "contents", "of", "an", "object", "as", "a", "dict", "." ]
python
train
38.2
CZ-NIC/yangson
yangson/schpattern.py
https://github.com/CZ-NIC/yangson/blob/a4b9464041fa8b28f6020a420ababf18fddf5d4a/yangson/schpattern.py#L138-L140
def nullable(self, ctype: ContentType) -> bool: """Override the superclass method.""" return (not self.check_when() or self.pattern.nullable(ctype))
[ "def", "nullable", "(", "self", ",", "ctype", ":", "ContentType", ")", "->", "bool", ":", "return", "(", "not", "self", ".", "check_when", "(", ")", "or", "self", ".", "pattern", ".", "nullable", "(", "ctype", ")", ")" ]
Override the superclass method.
[ "Override", "the", "superclass", "method", "." ]
python
train
54
pantsbuild/pants
src/python/pants/java/nailgun_executor.py
https://github.com/pantsbuild/pants/blob/b72e650da0df685824ffdcc71988b8c282d0962d/src/python/pants/java/nailgun_executor.py#L113-L128
def _fingerprint(jvm_options, classpath, java_version): """Compute a fingerprint for this invocation of a Java task. :param list jvm_options: JVM options passed to the java invocation :param list classpath: The -cp arguments passed to the java invocation :param Revision java_version: return va...
[ "def", "_fingerprint", "(", "jvm_options", ",", "classpath", ",", "java_version", ")", ":", "digest", "=", "hashlib", ".", "sha1", "(", ")", "# TODO(John Sirois): hash classpath contents?", "encoded_jvm_options", "=", "[", "option", ".", "encode", "(", "'utf-8'", ...
Compute a fingerprint for this invocation of a Java task. :param list jvm_options: JVM options passed to the java invocation :param list classpath: The -cp arguments passed to the java invocation :param Revision java_version: return value from Distribution.version() :return: a hexstring rep...
[ "Compute", "a", "fingerprint", "for", "this", "invocation", "of", "a", "Java", "task", "." ]
python
train
57.75
msmbuilder/msmbuilder
msmbuilder/msm/ratematrix.py
https://github.com/msmbuilder/msmbuilder/blob/556a93a170782f47be53f4a1e9d740fb1c8272b3/msmbuilder/msm/ratematrix.py#L271-L293
def _initial_guess(self, countsmat): """Generate an initial guess for \theta. """ if self.theta_ is not None: return self.theta_ if self.guess == 'log': transmat, pi = _transmat_mle_prinz(countsmat) K = np.real(scipy.linalg.logm(transmat)) / self.lag...
[ "def", "_initial_guess", "(", "self", ",", "countsmat", ")", ":", "if", "self", ".", "theta_", "is", "not", "None", ":", "return", "self", ".", "theta_", "if", "self", ".", "guess", "==", "'log'", ":", "transmat", ",", "pi", "=", "_transmat_mle_prinz", ...
Generate an initial guess for \theta.
[ "Generate", "an", "initial", "guess", "for", "\\", "theta", "." ]
python
train
35.304348
josuebrunel/myql
myql/utils.py
https://github.com/josuebrunel/myql/blob/891bad29cc83a81b3f5ebc4d0401d6f2c22f119e/myql/utils.py#L12-L16
def pretty_xml(data): """Return a pretty formated xml """ parsed_string = minidom.parseString(data.decode('utf-8')) return parsed_string.toprettyxml(indent='\t', encoding='utf-8')
[ "def", "pretty_xml", "(", "data", ")", ":", "parsed_string", "=", "minidom", ".", "parseString", "(", "data", ".", "decode", "(", "'utf-8'", ")", ")", "return", "parsed_string", ".", "toprettyxml", "(", "indent", "=", "'\\t'", ",", "encoding", "=", "'utf-8...
Return a pretty formated xml
[ "Return", "a", "pretty", "formated", "xml" ]
python
train
38.2
iotile/coretools
iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/Tool/PharLapCommon.py
https://github.com/iotile/coretools/blob/2d794f5f1346b841b0dcd16c9d284e9bf2f3c6ec/iotilebuild/iotile/build/config/scons-local-3.0.1/SCons/Tool/PharLapCommon.py#L68-L86
def getPharLapVersion(): """Returns the version of the installed ETS Tool Suite as a decimal number. This version comes from the ETS_VER #define in the embkern.h header. For example, '#define ETS_VER 1010' (which is what Phar Lap 10.1 defines) would cause this method to return 1010. Phar Lap 9.1 d...
[ "def", "getPharLapVersion", "(", ")", ":", "include_path", "=", "os", ".", "path", ".", "join", "(", "getPharLapPath", "(", ")", ",", "os", ".", "path", ".", "normpath", "(", "\"include/embkern.h\"", ")", ")", "if", "not", "os", ".", "path", ".", "exis...
Returns the version of the installed ETS Tool Suite as a decimal number. This version comes from the ETS_VER #define in the embkern.h header. For example, '#define ETS_VER 1010' (which is what Phar Lap 10.1 defines) would cause this method to return 1010. Phar Lap 9.1 does not have such a #define, but...
[ "Returns", "the", "version", "of", "the", "installed", "ETS", "Tool", "Suite", "as", "a", "decimal", "number", ".", "This", "version", "comes", "from", "the", "ETS_VER", "#define", "in", "the", "embkern", ".", "h", "header", ".", "For", "example", "#define...
python
train
45.947368