kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def grid_destroy_from_ids(oargrid_jobids): """Destroy all the jobs with corresponding ids Args: oargrid_jobids (list): the ``(site, oar_job_id)`` list of tuple identifying the jobs for each site. """ jobs = grid_reload_from_ids(oargrid_jobids) for job in jobs: job.delete() ...	[ "def", "grid_destroy_from_ids", "(", "oargrid_jobids", ")", ":", "jobs", "=", "grid_reload_from_ids", "(", "oargrid_jobids", ")", "for", "job", "in", "jobs", ":", "job", ".", "delete", "(", ")", "logger", ".", "info", "(", "\"Killing the jobs %s\"", "%", "oarg...	36.9	17
def _objectdata_cache_key(func, obj): """Cache Key for object data """ uid = api.get_uid(obj) modified = api.get_modification_date(obj).millis() review_state = api.get_review_status(obj) return "{}-{}-{}".format(uid, review_state, modified)	[ "def", "_objectdata_cache_key", "(", "func", ",", "obj", ")", ":", "uid", "=", "api", ".", "get_uid", "(", "obj", ")", "modified", "=", "api", ".", "get_modification_date", "(", "obj", ")", ".", "millis", "(", ")", "review_state", "=", "api", ".", "get...	36.857143	7.571429
def _ParseDLSPageHeader(self, file_object, page_offset): """Parses a DLS page header from a file-like object. Args: file_object (file): file-like object to read the header from. page_offset (int): offset of the start of the page header, relative to the start of the file. Returns: ...	[ "def", "_ParseDLSPageHeader", "(", "self", ",", "file_object", ",", "page_offset", ")", ":", "page_header_map", "=", "self", ".", "_GetDataTypeMap", "(", "'dls_page_header'", ")", "try", ":", "page_header", ",", "page_size", "=", "self", ".", "_ReadStructureFromFi...	33.242424	22.181818
def predict(self, log2_bayes_factors, reset_index=False): """Guess the most likely modality for each event For each event that has at least one non-NA value, if no modalilites have logsumexp'd logliks greater than the log Bayes factor threshold, then they are assigned the 'multimodal' m...	[ "def", "predict", "(", "self", ",", "log2_bayes_factors", ",", "reset_index", "=", "False", ")", ":", "if", "reset_index", ":", "x", "=", "log2_bayes_factors", ".", "reset_index", "(", "level", "=", "0", ",", "drop", "=", "True", ")", "else", ":", "x", ...	42.131579	21.526316
def has_connection_details_changed(self, req_connection_details): """ :param cloudshell.cp.vcenter.models.VCenterConnectionDetails.VCenterConnectionDetails req_connection_details: :return: """ if self.connection_details is None and req_connection_details is None: retu...	[ "def", "has_connection_details_changed", "(", "self", ",", "req_connection_details", ")", ":", "if", "self", ".", "connection_details", "is", "None", "and", "req_connection_details", "is", "None", ":", "return", "False", "if", "self", ".", "connection_details", "is"...	59.615385	32.846154
def set_pattern_step_setpoint(self, patternnumber, stepnumber, setpointvalue): """Set the setpoint value for a step. Args: * patternnumber (integer): 0-7 * stepnumber (integer): 0-7 * setpointvalue (float): Setpoint value """ _checkPatternNumber(patte...	[ "def", "set_pattern_step_setpoint", "(", "self", ",", "patternnumber", ",", "stepnumber", ",", "setpointvalue", ")", ":", "_checkPatternNumber", "(", "patternnumber", ")", "_checkStepNumber", "(", "stepnumber", ")", "_checkSetpointValue", "(", "setpointvalue", ",", "s...	40.142857	16.714286
def meth_set_acl(args): """ Assign an ACL role to a list of users for a workflow. """ acl_updates = [{"user": user, "role": args.role} \ for user in set(expand_fc_groups(args.users)) \ if user != fapi.whoami()] id = args.snapshot_id if not id: # get the lat...	[ "def", "meth_set_acl", "(", "args", ")", ":", "acl_updates", "=", "[", "{", "\"user\"", ":", "user", ",", "\"role\"", ":", "args", ".", "role", "}", "for", "user", "in", "set", "(", "expand_fc_groups", "(", "args", ".", "users", ")", ")", "if", "user...	43.607143	19.785714
def transform(self, text): """Replaces characters in string ``text`` based in regex sub""" return re.sub(self.regex, self.repl, text)	[ "def", "transform", "(", "self", ",", "text", ")", ":", "return", "re", ".", "sub", "(", "self", ".", "regex", ",", "self", ".", "repl", ",", "text", ")" ]	49	8
def retry_on_signal(function): """Retries function until it doesn't raise an EINTR error""" while True: try: return function() except EnvironmentError, e: if e.errno != errno.EINTR: raise	[ "def", "retry_on_signal", "(", "function", ")", ":", "while", "True", ":", "try", ":", "return", "function", "(", ")", "except", "EnvironmentError", ",", "e", ":", "if", "e", ".", "errno", "!=", "errno", ".", "EINTR", ":", "raise" ]	30.5	12.5
def infer_dtypes(fit, model=None): """Infer dtypes from Stan model code. Function strips out generated quantities block and searchs for `int` dtypes after stripping out comments inside the block. """ pattern_remove_comments = re.compile( r'//.?$\|/\.?\/\|\'(?:\\.\|[^\\\'])*\'\|"(?:\\...	[ "def", "infer_dtypes", "(", "fit", ",", "model", "=", "None", ")", ":", "pattern_remove_comments", "=", "re", ".", "compile", "(", "r'//.?$\|/\\.?\\/\|\\'(?:\\\\.\|[^\\\\\\'])\\'\|\"(?:\\\\.\|[^\\\\\"])\"'", ",", "re", ".", "DOTALL", "\|", "re", ".", "MULTILINE", ")...	42.806452	21.193548
def nmap_scan(): """ Scans the given hosts with nmap. """ # Create the search and config objects hs = HostSearch() config = Config() # Static options to be able to figure out what options to use depending on the input the user gives. nmap_types = ['top10', 'top100', 'custom', 'top10...	[ "def", "nmap_scan", "(", ")", ":", "# Create the search and config objects", "hs", "=", "HostSearch", "(", ")", "config", "=", "Config", "(", ")", "# Static options to be able to figure out what options to use depending on the input the user gives.", "nmap_types", "=", "[", "...	43.571429	26.673469
def use(self, obj, parent_form=None): """Note: if title is None, will be replaced with obj.filename """ if not isinstance(obj, self.input_classes): raise RuntimeError('{0!s} cannot handle a {1!s}'.format(self.__class__.__name__, obj.__class__.__name__)) self.parent_form = p...	[ "def", "use", "(", "self", ",", "obj", ",", "parent_form", "=", "None", ")", ":", "if", "not", "isinstance", "(", "obj", ",", "self", ".", "input_classes", ")", ":", "raise", "RuntimeError", "(", "'{0!s} cannot handle a {1!s}'", ".", "format", "(", "self",...	35.333333	20.333333
def _get_program(self): """ Fetch the module binary from the master if necessary. """ return ansible_mitogen.target.get_small_file( context=self.service_context, path=self.path, )	[ "def", "_get_program", "(", "self", ")", ":", "return", "ansible_mitogen", ".", "target", ".", "get_small_file", "(", "context", "=", "self", ".", "service_context", ",", "path", "=", "self", ".", "path", ",", ")" ]	29.5	12
def DeserializeTX(buffer): """ Deserialize the stream into a Transaction object. Args: buffer (BytesIO): stream to deserialize the Transaction from. Returns: neo.Core.TX.Transaction: """ mstream = MemoryStream(buffer) reader = BinaryReade...	[ "def", "DeserializeTX", "(", "buffer", ")", ":", "mstream", "=", "MemoryStream", "(", "buffer", ")", "reader", "=", "BinaryReader", "(", "mstream", ")", "tx", "=", "Transaction", ".", "DeserializeFrom", "(", "reader", ")", "return", "tx" ]	24	19.625
def run_container(self, image_id, service_name, **kwargs): """Run a particular container. The kwargs argument contains individual parameter overrides from the service definition.""" run_kwargs = self.run_kwargs_for_service(service_name) run_kwargs.update(kwargs, relax=True) logge...	[ "def", "run_container", "(", "self", ",", "image_id", ",", "service_name", ",", "", "", "kwargs", ")", ":", "run_kwargs", "=", "self", ".", "run_kwargs_for_service", "(", "service_name", ")", "run_kwargs", ".", "update", "(", "kwargs", ",", "relax", "=", ...	42	18.411765
def summarize_subgraph_edge_overlap(graph: BELGraph, annotation: str = 'Subgraph') -> Mapping[str, Mapping[str, float]]: """Return a similarity matrix between all subgraphs (or other given annotation). :param annotation: The annotation to group by and compare. Defaults to :code:`"Subgraph"` :return: A simi...	[ "def", "summarize_subgraph_edge_overlap", "(", "graph", ":", "BELGraph", ",", "annotation", ":", "str", "=", "'Subgraph'", ")", "->", "Mapping", "[", "str", ",", "Mapping", "[", "str", ",", "float", "]", "]", ":", "_", ",", "_", ",", "_", ",", "subgrap...	53.333333	29.222222
def raw_input(prompt=""): """raw_input([prompt]) -> string Read a string from standard input. The trailing newline is stripped. If the user hits EOF (Unix: Ctl-D, Windows: Ctl-Z+Return), raise EOFError. On Unix, GNU readline is used if enabled. The prompt string, if given, is printed without a trailing newline befo...	[ "def", "raw_input", "(", "prompt", "=", "\"\"", ")", ":", "sys", ".", "stderr", ".", "flush", "(", ")", "tty", "=", "STDIN", ".", "is_a_TTY", "(", ")", "and", "STDOUT", ".", "is_a_TTY", "(", ")", "if", "RETURN_UNICODE", ":", "if", "tty", ":", "line...	24.233333	22.733333
def as_list(callable): """Convert a scalar validator in a list validator""" @wraps(callable) def wrapper(value_iter): return [callable(value) for value in value_iter] return wrapper	[ "def", "as_list", "(", "callable", ")", ":", "@", "wraps", "(", "callable", ")", "def", "wrapper", "(", "value_iter", ")", ":", "return", "[", "callable", "(", "value", ")", "for", "value", "in", "value_iter", "]", "return", "wrapper" ]	28.571429	18.285714
def get_bounding_box(self): """ Returns the bounding box of the catalogue :returns: (West, East, South, North) """ return (np.min(self.data["longitude"]), np.max(self.data["longitude"]), np.min(self.data["latitude"]), np.max(self.d...	[ "def", "get_bounding_box", "(", "self", ")", ":", "return", "(", "np", ".", "min", "(", "self", ".", "data", "[", "\"longitude\"", "]", ")", ",", "np", ".", "max", "(", "self", ".", "data", "[", "\"longitude\"", "]", ")", ",", "np", ".", "min", "...	32.8	9.2
def handle_exception(self, e): """Default exception handling that kicks in when an exception occurs that is not caught. In debug mode the exception will be re-raised immediately, otherwise it is logged and the handler for a 500 internal server error is used. If no such handler ...	[ "def", "handle_exception", "(", "self", ",", "e", ")", ":", "exc_type", ",", "exc_value", ",", "tb", "=", "sys", ".", "exc_info", "(", ")", "got_request_exception", ".", "send", "(", "self", ",", "exception", "=", "e", ")", "handler", "=", "self", ".",...	40.785714	19.5
def _calc_covariance(r, pmut, tol=1e-14): """Calculate the covariance matrix of the fitted parameters Parameters: r - n-by-n matrix, the full upper triangle of R pmut - n-vector, defines the permutation of R tol - scalar, relative column scale for determining rank deficiency. Default 1e-14. Returns: co...	[ "def", "_calc_covariance", "(", "r", ",", "pmut", ",", "tol", "=", "1e-14", ")", ":", "# This routine could save an allocation by operating on r in-place,", "# which might be worthwhile for large n, and is what the original", "# Fortran does.", "n", "=", "r", ".", "shape", "[...	26.232323	23.969697
def data_type(self, data_type): """Sets the data_type of this Option. :param data_type: The data_type of this Option. :type: str """ allowed_values = ["string", "number", "date", "color"] if data_type is not None and data_type not in allowed_values: raise Va...	[ "def", "data_type", "(", "self", ",", "data_type", ")", ":", "allowed_values", "=", "[", "\"string\"", ",", "\"number\"", ",", "\"date\"", ",", "\"color\"", "]", "if", "data_type", "is", "not", "None", "and", "data_type", "not", "in", "allowed_values", ":", ...	32.733333	20.2
def boundary(ax, scale, axes_colors=None, **kwargs): """ Plots the boundary of the simplex. Creates and returns matplotlib axis if none given. Parameters ---------- ax: Matplotlib AxesSubplot, None The subplot to draw on. scale: float Simplex scale size. kwargs: ...	[ "def", "boundary", "(", "ax", ",", "scale", ",", "axes_colors", "=", "None", ",", "", "", "kwargs", ")", ":", "# Set default color as black.", "if", "axes_colors", "is", "None", ":", "axes_colors", "=", "dict", "(", ")", "for", "_axis", "in", "[", "'l'...	31.827586	19
def _set_gre(self, v, load=False): """ Setter method for gre, mapped from YANG variable /interface/tunnel/mode/gre (container) If this variable is read-only (config: false) in the source YANG file, then _set_gre is considered as a private method. Backends looking to populate this variable should ...	[ "def", "_set_gre", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "base", "...	68.045455	31.681818
def get_weather_forecast(self, latitude, longitude, start, end, frequency=1, reading_type=None): """ Return the weather forecast for a given location for specific datetime specified in UTC format. :: results = ws.get_weather_forecast(lat, long, start, end) ...	[ "def", "get_weather_forecast", "(", "self", ",", "latitude", ",", "longitude", ",", "start", ",", "end", ",", "frequency", "=", "1", ",", "reading_type", "=", "None", ")", ":", "params", "=", "{", "}", "# Can get data from NWS1 or NWS3 representing 1-hr and 3-hr",...	37.162162	19.216216
def format_pathname( pathname, max_length): """ Format a pathname :param str pathname: Pathname to format :param int max_length: Maximum length of result pathname (> 3) :return: Formatted pathname :rtype: str :raises ValueError: If max_length is not larger than 3 This...	[ "def", "format_pathname", "(", "pathname", ",", "max_length", ")", ":", "if", "max_length", "<=", "3", ":", "raise", "ValueError", "(", "\"max length must be larger than 3\"", ")", "if", "len", "(", "pathname", ")", ">", "max_length", ":", "pathname", "=", "\"...	33.52	22.08
def _cur_band_filled(self): """Checks if the current band is filled. The size of the current band should be equal to s_max_1""" cur_band = self._hyperbands[self._state["band_idx"]] return len(cur_band) == self._s_max_1	[ "def", "_cur_band_filled", "(", "self", ")", ":", "cur_band", "=", "self", ".", "_hyperbands", "[", "self", ".", "_state", "[", "\"band_idx\"", "]", "]", "return", "len", "(", "cur_band", ")", "==", "self", ".", "_s_max_1" ]	35.142857	16.857143
def add(self, x, axis): """Function to add 3D View with vector or 2D array (type = numpy.ndarray or 2D Field or 2D View) or 2D View with vector (type = numpy.ndarray) :param x: array(1D, 2D) or field (2D) or View(2D) :param axis: specifies axis, eg. axis = (1,2) plane lies in yz-plane, axis=0 ve...	[ "def", "add", "(", "self", ",", "x", ",", "axis", ")", ":", "return", "self", ".", "__array_op", "(", "operator", ".", "add", ",", "x", ",", "axis", ")" ]	66.571429	19.857143
def delete(self, shift='up'): """ Deletes the cells associated with the range. :param str shift: Optional. Specifies which way to shift the cells. The possible values are: up, left. """ url = self.build_url(self._endpoints.get('delete_range')) return bool(self.se...	[ "def", "delete", "(", "self", ",", "shift", "=", "'up'", ")", ":", "url", "=", "self", ".", "build_url", "(", "self", ".", "_endpoints", ".", "get", "(", "'delete_range'", ")", ")", "return", "bool", "(", "self", ".", "session", ".", "post", "(", "...	45.625	15.625
def _rm_name_match(s1, s2): """ determine whether two sequence names from a repeatmasker alignment match. :return: True if they are the same string, or if one forms a substring of the other, else False """ m_len = min(len(s1), len(s2)) return s1[:m_len] == s2[:m_len]	[ "def", "_rm_name_match", "(", "s1", ",", "s2", ")", ":", "m_len", "=", "min", "(", "len", "(", "s1", ")", ",", "len", "(", "s2", ")", ")", "return", "s1", "[", ":", "m_len", "]", "==", "s2", "[", ":", "m_len", "]" ]	31.444444	17.222222
def load_dframe(self, dframe): """ Load the file contents into the supplied dataframe using the specified key and filetype. """ filename_series = dframe[self.key] loaded_data = filename_series.map(self.filetype.data) keys = [list(el.keys()) for el in loaded_data.v...	[ "def", "load_dframe", "(", "self", ",", "dframe", ")", ":", "filename_series", "=", "dframe", "[", "self", ".", "key", "]", "loaded_data", "=", "filename_series", ".", "map", "(", "self", ".", "filetype", ".", "data", ")", "keys", "=", "[", "list", "("...	46.5	16.375
def serialize(self, tag): """Return the literal representation of a tag.""" handler = getattr(self, f'serialize_{tag.serializer}', None) if handler is None: raise TypeError(f'Can\'t serialize {type(tag)!r} instance') return handler(tag)	[ "def", "serialize", "(", "self", ",", "tag", ")", ":", "handler", "=", "getattr", "(", "self", ",", "f'serialize_{tag.serializer}'", ",", "None", ")", "if", "handler", "is", "None", ":", "raise", "TypeError", "(", "f'Can\\'t serialize {type(tag)!r} instance'", "...	45.833333	16.666667
def _tile_images(imgs, tile_shape, concatenated_image): """Concatenate images whose sizes are same. @param imgs: image list which should be concatenated @param tile_shape: shape for which images should be concatenated @param concatenated_image: returned image. if it is None, new image will be c...	[ "def", "_tile_images", "(", "imgs", ",", "tile_shape", ",", "concatenated_image", ")", ":", "y_num", ",", "x_num", "=", "tile_shape", "one_width", "=", "imgs", "[", "0", "]", ".", "shape", "[", "1", "]", "one_height", "=", "imgs", "[", "0", "]", ".", ...	39.612903	14.580645
def choices(self, cl): """ Take choices from field's 'choices' attribute for 'ChoicesField' and use 'flatchoices' as usual for other fields. """ #: Just tidy up standard implementation for the sake of DRY principle. def _choice_item(is_selected, query_string, title): ...	[ "def", "choices", "(", "self", ",", "cl", ")", ":", "#: Just tidy up standard implementation for the sake of DRY principle.", "def", "_choice_item", "(", "is_selected", ",", "query_string", ",", "title", ")", ":", "return", "{", "'selected'", ":", "is_selected", ",", ...	36	16.666667
def conf_matrix(p,labels,names=['1','0'],threshold=.5,show=True): """ Returns error rate and true/false positives in a binary classification problem - Actual classes are displayed by column. - Predicted classes are displayed by row. :param p: array of class '1' probabilities. :param labels: arr...	[ "def", "conf_matrix", "(", "p", ",", "labels", ",", "names", "=", "[", "'1'", ",", "'0'", "]", ",", "threshold", "=", ".5", ",", "show", "=", "True", ")", ":", "assert", "p", ".", "size", "==", "labels", ".", "size", ",", "\"Arrays p and labels have ...	45.758621	16.172414
def _execute_query( self, sqlQuery): """* execute query and trim results* Key Arguments: - ``sqlQuery`` -- the sql database query to grab low-resolution results. Return: - ``databaseRows`` -- the database rows found on HTM trixles with re...	[ "def", "_execute_query", "(", "self", ",", "sqlQuery", ")", ":", "self", ".", "log", ".", "debug", "(", "'completed the ````_execute_query`` method'", ")", "try", ":", "databaseRows", "=", "readquery", "(", "log", "=", "self", ".", "log", ",", "sqlQuery", "=...	41.053571	21.821429
def pathFromHere_explore(self, astr_startPath = '/'): """ Return a list of paths from "here" in the stree, using the child explore access. :param astr_startPath: path from which to start :return: a list of paths from "here" """ self.l...	[ "def", "pathFromHere_explore", "(", "self", ",", "astr_startPath", "=", "'/'", ")", ":", "self", ".", "l_lwd", "=", "[", "]", "self", ".", "treeExplore", "(", "startPath", "=", "astr_startPath", ",", "f", "=", "self", ".", "lwd", ")", "return", "self", ...	34.833333	17.333333
def graph_nodes_from_branch(self, branch): """ Returns nodes that are connected by `branch` Args ---- branch: BranchDing0 Description #TODO Returns ------- (:obj:`GridDing0`, :obj:`GridDing0`) 2-tuple of nodes (Ding0 objec...	[ "def", "graph_nodes_from_branch", "(", "self", ",", "branch", ")", ":", "edges", "=", "nx", ".", "get_edge_attributes", "(", "self", ".", "_graph", ",", "'branch'", ")", "nodes", "=", "list", "(", "edges", ".", "keys", "(", ")", ")", "[", "list", "(", ...	30.375	17.9375
def get_connection(self, is_read_only=False) -> redis.StrictRedis: """ Gets a StrictRedis connection for normal redis or for redis sentinel based upon redis mode in configuration. :type is_read_only: bool :param is_read_only: In case of redis sentinel, it returns connection to slave ...	[ "def", "get_connection", "(", "self", ",", "is_read_only", "=", "False", ")", "->", "redis", ".", "StrictRedis", ":", "if", "self", ".", "connection", "is", "not", "None", ":", "return", "self", ".", "connection", "if", "self", ".", "is_sentinel", ":", "...	42.846154	24.461538
def save_migration(connection, basename): """ Save a migration in `migrations_applied` table """ # Prepare query sql = "INSERT INTO migrations_applied (name, date) VALUES (%s, NOW())" # Run with connection.cursor() as cursor: cursor.execute(sql, (basename,)) connection.commit() ...	[ "def", "save_migration", "(", "connection", ",", "basename", ")", ":", "# Prepare query", "sql", "=", "\"INSERT INTO migrations_applied (name, date) VALUES (%s, NOW())\"", "# Run", "with", "connection", ".", "cursor", "(", ")", "as", "cursor", ":", "cursor", ".", "exe...	26.833333	20.5
def user_delete(auth=None, *kwargs): ''' Delete a user CLI Example: .. code-block:: bash salt '' keystoneng.user_delete name=user1 salt '' keystoneng.user_delete name=user2 domain_id=b62e76fbeeff4e8fb77073f591cf211e salt '' keystoneng.user_delete name=a42cbbfa1e894e839fd0f...	[ "def", "user_delete", "(", "auth", "=", "None", ",", "", "", "kwargs", ")", ":", "cloud", "=", "get_openstack_cloud", "(", "auth", ")", "kwargs", "=", "_clean_kwargs", "(", "", "", "kwargs", ")", "return", "cloud", ".", "delete_user", "(", "", ""...	29.266667	24.066667
def change_owner(ctx, owner, uuid): """Changes the ownership of objects""" objects = ctx.obj['objects'] database = ctx.obj['db'] if uuid is True: owner_filter = {'uuid': owner} else: owner_filter = {'name': owner} owner = database.objectmodels['user'].find_one(owner_filter) ...	[ "def", "change_owner", "(", "ctx", ",", "owner", ",", "uuid", ")", ":", "objects", "=", "ctx", ".", "obj", "[", "'objects'", "]", "database", "=", "ctx", ".", "obj", "[", "'db'", "]", "if", "uuid", "is", "True", ":", "owner_filter", "=", "{", "'uui...	22.333333	20.047619
def _inherit_context(self, node): '''_inherit_context(self, node) -> list Scan ancestors of attribute and namespace context. Used only for single element node canonicalization, not for subset canonicalization.''' # Collect the initial list of xml:foo attributes. xmlattr...	[ "def", "_inherit_context", "(", "self", ",", "node", ")", ":", "# Collect the initial list of xml:foo attributes.", "xmlattrs", "=", "filter", "(", "_IN_XML_NS", ",", "_attrs", "(", "node", ")", ")", "# Walk up and get all xml:XXX attributes we inherit.", "inherited", ","...	41.105263	15
def dir_between_pts(a=(0.0, 0.0), b=(0.0, 0.0)): '''Return direction between two points on N dimensions. List of vectors per pair of dimensions are returned in radians. E.g. Where X is "right", Y is "up", Z is "in" on a computer screen, and returned value is [pi/4, -pi/4], then the vector will be coming out the ...	[ "def", "dir_between_pts", "(", "a", "=", "(", "0.0", ",", "0.0", ")", ",", "b", "=", "(", "0.0", ",", "0.0", ")", ")", ":", "assert", "isinstance", "(", "a", ",", "tuple", ")", "assert", "isinstance", "(", "b", ",", "tuple", ")", "l_pt", "=", "...	37.56	22.44
def get(self, bounce_type=None, inactive=None, email_filter=None, message_id=None, count=None, offset=None, api_key=None, secure=None, test=None, **request_args): '''Builds query string params from inputs. It handles offset and count defaults and validation. :param bounc...	[ "def", "get", "(", "self", ",", "bounce_type", "=", "None", ",", "inactive", "=", "None", ",", "email_filter", "=", "None", ",", "message_id", "=", "None", ",", "count", "=", "None", ",", "offset", "=", "None", ",", "api_key", "=", "None", ",", "secu...	53.243243	20.702703
def write_to_buffer(self, buf): """Save the context to a buffer.""" doc = self.to_dict() if config.rxt_as_yaml: content = dump_yaml(doc) else: content = json.dumps(doc, indent=4, separators=(",", ": ")) buf.write(content)	[ "def", "write_to_buffer", "(", "self", ",", "buf", ")", ":", "doc", "=", "self", ".", "to_dict", "(", ")", "if", "config", ".", "rxt_as_yaml", ":", "content", "=", "dump_yaml", "(", "doc", ")", "else", ":", "content", "=", "json", ".", "dumps", "(", ...	27.8	18.7
def detach_network_interface(self, network_interface_id, force=False): """ Detaches a network interface from an instance. :type network_interface_id: str :param network_interface_id: The ID of the network interface to detach. :type force: bool :param force: Set to true ...	[ "def", "detach_network_interface", "(", "self", ",", "network_interface_id", ",", "force", "=", "False", ")", ":", "params", "=", "{", "'NetworkInterfaceId'", ":", "network_interface_id", "}", "if", "force", ":", "params", "[", "'Force'", "]", "=", "'true'", "...	35.8	21.4
def publish(self, source, data, metadata=None): """Publish data and metadata to all frontends. See the ``display_data`` message in the messaging documentation for more details about this message type. The following MIME types are currently implemented: * text/plain * t...	[ "def", "publish", "(", "self", ",", "source", ",", "data", ",", "metadata", "=", "None", ")", ":", "# The default is to simply write the plain text data using io.stdout.", "if", "data", ".", "has_key", "(", "'text/plain'", ")", ":", "print", "(", "data", "[", "'...	38.128205	22.615385
def neg(self, value, name=''): """ Integer negative: name = -value """ return self.sub(values.Constant(value.type, 0), value, name=name)	[ "def", "neg", "(", "self", ",", "value", ",", "name", "=", "''", ")", ":", "return", "self", ".", "sub", "(", "values", ".", "Constant", "(", "value", ".", "type", ",", "0", ")", ",", "value", ",", "name", "=", "name", ")" ]	29.166667	12.166667
def getOid(self): """Returns OID identifying MIB variable. Returns ------- : :py:class:`~pysnmp.proto.rfc1902.ObjectName` full OID identifying MIB variable including possible index part. Raises ------ SmiError If MIB variable conversion ha...	[ "def", "getOid", "(", "self", ")", ":", "if", "self", ".", "_state", "&", "self", ".", "ST_CLEAN", ":", "return", "self", ".", "_oid", "else", ":", "raise", "SmiError", "(", "'%s object not fully initialized'", "%", "self", ".", "__class__", ".", "__name__...	28.62963	22.37037
def hr_dp004(self, value=None): """ Corresponds to IDD Field `hr_dp004` humidity ratio corresponding to Dew-point temperature corresponding to 0.4% annual cumulative frequency of occurrence Args: value (float): value for IDD Field `hr_dp004` if `value` is No...	[ "def", "hr_dp004", "(", "self", ",", "value", "=", "None", ")", ":", "if", "value", "is", "not", "None", ":", "try", ":", "value", "=", "float", "(", "value", ")", "except", "ValueError", ":", "raise", "ValueError", "(", "'value {} need to be of type float...	37	20.952381
def _get_single_set(self, num_objects, num_features): """Generate one input sequence and output label. Each sequences of objects has a feature that consists of the feature vector for that object plus the encoding for its ID, the reference vector ID and the n-th value relative ID for a total feature siz...	[ "def", "_get_single_set", "(", "self", ",", "num_objects", ",", "num_features", ")", ":", "# Generate random binary vectors", "data", "=", "np", ".", "random", ".", "uniform", "(", "-", "1", ",", "1", ",", "size", "=", "(", "num_objects", ",", "num_features"...	35.851064	20.382979
def _add_access_token_to_response(self, response, access_token): # type: (oic.message.AccessTokenResponse, se_leg_op.access_token.AccessToken) -> None """ Adds the Access Token and the associated parameters to the Token Response. """ response['access_token'] = access_token.value ...	[ "def", "_add_access_token_to_response", "(", "self", ",", "response", ",", "access_token", ")", ":", "# type: (oic.message.AccessTokenResponse, se_leg_op.access_token.AccessToken) -> None", "response", "[", "'access_token'", "]", "=", "access_token", ".", "value", "response", ...	52.5	19.75
def user_verify_password(user_id=None, name=None, password=None, profile=None, *connection_args): ''' Verify a user's password CLI Examples: .. code-block:: bash salt '' keystone.user_verify_password name=test password=foobar salt '*' keystone.user_verify_pa...	[ "def", "user_verify_password", "(", "user_id", "=", "None", ",", "name", "=", "None", ",", "password", "=", "None", ",", "profile", "=", "None", ",", "", "", "connection_args", ")", ":", "kstone", "=", "auth", "(", "profile", ",", "", "", "connecti...	35.021739	20.630435
def upload_files(selected_file, selected_host, only_link, file_name): """ Uploads selected file to the host, thanks to the fact that every pomf.se based site has pretty much the same architecture. """ try: answer = requests.post( url=selected_host[0]+"upload.php", fil...	[ "def", "upload_files", "(", "selected_file", ",", "selected_host", ",", "only_link", ",", "file_name", ")", ":", "try", ":", "answer", "=", "requests", ".", "post", "(", "url", "=", "selected_host", "[", "0", "]", "+", "\"upload.php\"", ",", "files", "=", ...	47.352941	21.470588
def total_count(self, total_count): """ Sets the total_count of this ServicePackageQuotaHistoryResponse. Sum of all quota history entries that should be returned :param total_count: The total_count of this ServicePackageQuotaHistoryResponse. :type: int """ if tot...	[ "def", "total_count", "(", "self", ",", "total_count", ")", ":", "if", "total_count", "is", "None", ":", "raise", "ValueError", "(", "\"Invalid value for `total_count`, must not be `None`\"", ")", "if", "total_count", "is", "not", "None", "and", "total_count", "<", ...	43.928571	24.785714
def get_frequent_n_grams(self, input_reader, n, min_frequency, min_pmi, filters): """ Finds all frequent (and meaningful) n-grams in a file, treating each new line as a new document. :param input_reader: LineReader initialized on file with documents to generate n-grams for :p...	[ "def", "get_frequent_n_grams", "(", "self", ",", "input_reader", ",", "n", ",", "min_frequency", ",", "min_pmi", ",", "filters", ")", ":", "line_counter", "=", "0", "TweetNGramsPMI", ".", "tweet_reader", "=", "input_reader", "TweetNGramsPMI", ".", "n_gram_tree", ...	49.870968	27.806452
def initialize( # type: ignore self, max_clients: int = 10, hostname_mapping: Dict[str, str] = None, max_buffer_size: int = 104857600, resolver: Resolver = None, defaults: Dict[str, Any] = None, max_header_size: int = None, max_body_size: int = None, ...	[ "def", "initialize", "(", "# type: ignore", "self", ",", "max_clients", ":", "int", "=", "10", ",", "hostname_mapping", ":", "Dict", "[", "str", ",", "str", "]", "=", "None", ",", "max_buffer_size", ":", "int", "=", "104857600", ",", "resolver", ":", "Re...	43.391304	20.84058
def browser(request, path='', template="cloud_browser/browser.html"): """View files in a file path. :param request: The request. :param path: Path to resource, including container as first part of path. :param template: Template to render. """ from itertools import islice try: # p...	[ "def", "browser", "(", "request", ",", "path", "=", "''", ",", "template", "=", "\"cloud_browser/browser.html\"", ")", ":", "from", "itertools", "import", "islice", "try", ":", "# pylint: disable=redefined-builtin", "from", "future_builtins", "import", "filter", "ex...	34.272727	17.051948
def system(cmd, data=None): ''' pipes the output of a program ''' import subprocess s = subprocess.Popen(cmd, shell=True, stdout=subprocess.PIPE, stdin=subprocess.PIPE) out, err = s.communicate(data) return out.decode('utf8')	[ "def", "system", "(", "cmd", ",", "data", "=", "None", ")", ":", "import", "subprocess", "s", "=", "subprocess", ".", "Popen", "(", "cmd", ",", "shell", "=", "True", ",", "stdout", "=", "subprocess", ".", "PIPE", ",", "stdin", "=", "subprocess", ".",...	29	22.5
def network_list(provider): ''' List private networks CLI Example: .. code-block:: bash salt minionname cloud.network_list my-nova ''' client = _get_client() return client.extra_action(action='network_list', provider=provider, names='names')	[ "def", "network_list", "(", "provider", ")", ":", "client", "=", "_get_client", "(", ")", "return", "client", ".", "extra_action", "(", "action", "=", "'network_list'", ",", "provider", "=", "provider", ",", "names", "=", "'names'", ")" ]	20.692308	28.076923
def slc_erase(self, address, BE_ID=0x1, PMODE=0x0100): """slc erase""" cmd = ["NVM_CLI_BE_ID=0x%x" % BE_ID, "NVM_CLI_PMODE=0x%x" % PMODE, "nvm_cmd erase", self.envs, "0x%x" % address] status, _, _ = cij.ssh.command(cmd, shell=True) return status	[ "def", "slc_erase", "(", "self", ",", "address", ",", "BE_ID", "=", "0x1", ",", "PMODE", "=", "0x0100", ")", ":", "cmd", "=", "[", "\"NVM_CLI_BE_ID=0x%x\"", "%", "BE_ID", ",", "\"NVM_CLI_PMODE=0x%x\"", "%", "PMODE", ",", "\"nvm_cmd erase\"", ",", "self", "...	55.4	26.2
def get_worksheets_section(self): """ Returns the section dictionary related with Worksheets, that contains some informative panels (like WS to be verified, WS with results pending, etc.) """ out = [] bc = getToolByName(self.context, CATALOG_WORKSHEET_LISTING) ...	[ "def", "get_worksheets_section", "(", "self", ")", ":", "out", "=", "[", "]", "bc", "=", "getToolByName", "(", "self", ".", "context", ",", "CATALOG_WORKSHEET_LISTING", ")", "query", "=", "{", "'portal_type'", ":", "\"Worksheet\"", ",", "}", "# Check if dashbo...	40.5	18.46
def parse(readDataInstance): """ Returns a new L{NetMetaDataHeader} object. @type readDataInstance: L{ReadData} @param readDataInstance: A L{ReadData} object with data to be parsed as a L{NetMetaDataHeader} object. @rtype: L{NetMetaDataHeader} @return: A...	[ "def", "parse", "(", "readDataInstance", ")", ":", "nmh", "=", "NetMetaDataHeader", "(", ")", "nmh", ".", "signature", ".", "value", "=", "readDataInstance", ".", "readDword", "(", ")", "nmh", ".", "majorVersion", ".", "value", "=", "readDataInstance", ".", ...	42.761905	18.952381
def load_ipython_extension(shell): """ Called when the extension is loaded. Args: shell - (NotebookWebApplication): handle to the Notebook interactive shell instance. """ # Inject our user agent on all requests by monkey-patching a wrapper around httplib2.Http.request. def _request(self, uri, metho...	[ "def", "load_ipython_extension", "(", "shell", ")", ":", "# Inject our user agent on all requests by monkey-patching a wrapper around httplib2.Http.request.", "def", "_request", "(", "self", ",", "uri", ",", "method", "=", "\"GET\"", ",", "body", "=", "None", ",", "header...	37.367089	25.797468
def make_coursera_absolute_url(url): """ If given url is relative adds coursera netloc, otherwise returns it without any changes. """ if not bool(urlparse(url).netloc): return urljoin(COURSERA_URL, url) return url	[ "def", "make_coursera_absolute_url", "(", "url", ")", ":", "if", "not", "bool", "(", "urlparse", "(", "url", ")", ".", "netloc", ")", ":", "return", "urljoin", "(", "COURSERA_URL", ",", "url", ")", "return", "url" ]	23.8	12.8
def BinaryRoche (r, D, q, F, Omega=0.0): r""" Computes a value of the asynchronous, eccentric Roche potential. If :envvar:`Omega` is passed, it computes the difference. The asynchronous, eccentric Roche potential is given by [Wilson1979]_ .. math:: \Omega = \frac{1}{\sqrt{x^2 + y^2 + z^2...	[ "def", "BinaryRoche", "(", "r", ",", "D", ",", "q", ",", "F", ",", "Omega", "=", "0.0", ")", ":", "return", "1.0", "/", "sqrt", "(", "r", "[", "0", "]", "", "r", "[", "0", "]", "+", "r", "[", "1", "]", "", "r", "[", "1", "]", "+", "...	36.708333	27.916667
def hops(node1, node2): """returns # of hops it takes to get from node1 to node2, 1 means they're on the same link""" if node1 == node2: return 0 elif set(node1.interfaces) & set(node2.interfaces): # they share a common interface return 1 else: # Not implemented yet, grap...	[ "def", "hops", "(", "node1", ",", "node2", ")", ":", "if", "node1", "==", "node2", ":", "return", "0", "elif", "set", "(", "node1", ".", "interfaces", ")", "&", "set", "(", "node2", ".", "interfaces", ")", ":", "# they share a common interface", "return"...	37	19.1
async def send_invoice(self, chat_id: base.Integer, title: base.String, description: base.String, payload: base.String, provider_token: base.String, start_parameter: base.String, currency: base.String, prices: typing.List[types.LabeledPric...	[ "async", "def", "send_invoice", "(", "self", ",", "chat_id", ":", "base", ".", "Integer", ",", "title", ":", "base", ".", "String", ",", "description", ":", "base", ".", "String", ",", "payload", ":", "base", ".", "String", ",", "provider_token", ":", ...	67.428571	31.584416
def stop(self): """Cleanly shutdown the connection to RabbitMQ by stopping the consumer with RabbitMQ. When RabbitMQ confirms the cancellation, on_cancelok will be invoked by pika, which will then closing the channel and connection. The IOLoop is started again, becuase this met...	[ "def", "stop", "(", "self", ")", ":", "logger", ".", "debug", "(", "'Stopping'", ")", "self", ".", "_closing", "=", "True", "self", ".", "stop_consuming", "(", ")", "self", ".", "_connection", ".", "ioloop", ".", "start", "(", ")", "logger", ".", "de...	41.277778	20.444444
def trigger_streamer(self, index): """Pass a streamer to the stream manager if it has data.""" self._logger.debug("trigger_streamer RPC called on streamer %d", index) if index >= len(self.graph.streamers): return _pack_sgerror(SensorGraphError.STREAMER_NOT_ALLOCATED) if in...	[ "def", "trigger_streamer", "(", "self", ",", "index", ")", ":", "self", ".", "_logger", ".", "debug", "(", "\"trigger_streamer RPC called on streamer %d\"", ",", "index", ")", "if", "index", ">=", "len", "(", "self", ".", "graph", ".", "streamers", ")", ":",...	38	25.857143
def new_worker_redirected_log_file(self, worker_id): """Create new logging files for workers to redirect its output.""" worker_stdout_file, worker_stderr_file = (self.new_log_files( "worker-" + ray.utils.binary_to_hex(worker_id), True)) return worker_stdout_file, worker_stderr_file	[ "def", "new_worker_redirected_log_file", "(", "self", ",", "worker_id", ")", ":", "worker_stdout_file", ",", "worker_stderr_file", "=", "(", "self", ".", "new_log_files", "(", "\"worker-\"", "+", "ray", ".", "utils", ".", "binary_to_hex", "(", "worker_id", ")", ...	62.8	16
def _checkpoint_trial_if_needed(self, trial): """Checkpoints trial based off trial.last_result.""" if trial.should_checkpoint(): # Save trial runtime if possible if hasattr(trial, "runner") and trial.runner: self.trial_executor.save(trial, storage=Checkpoint.DISK)...	[ "def", "_checkpoint_trial_if_needed", "(", "self", ",", "trial", ")", ":", "if", "trial", ".", "should_checkpoint", "(", ")", ":", "# Save trial runtime if possible", "if", "hasattr", "(", "trial", ",", "\"runner\"", ")", "and", "trial", ".", "runner", ":", "s...	53.857143	11.857143
def model_to_list(model_class, filter_dict=None, order_by_list=None, select_related_fields=None, q_filter=None, values=None, to_json_method='to_json'): """ 不分页 :param values: :param to_json_method: :param model_class: :param filter_dict: ...	[ "def", "model_to_list", "(", "model_class", ",", "filter_dict", "=", "None", ",", "order_by_list", "=", "None", ",", "select_related_fields", "=", "None", ",", "q_filter", "=", "None", ",", "values", "=", "None", ",", "to_json_method", "=", "'to_json'", ")", ...	37	18.6
def enrollments(db, uuid=None, organization=None, from_date=None, to_date=None): """List the enrollment information available in the registry. This function will return a list of enrollments. If 'uuid' parameter is set, it will return the enrollments related to that unique identity; if 'organization' p...	[ "def", "enrollments", "(", "db", ",", "uuid", "=", "None", ",", "organization", "=", "None", ",", "from_date", "=", "None", ",", "to_date", "=", "None", ")", ":", "if", "not", "from_date", ":", "from_date", "=", "MIN_PERIOD_DATE", "if", "not", "to_date",...	38.158537	22.987805
def process_exception_message(exception): """ Process an exception message. Args: exception: The exception to process. Returns: A filtered string summarizing the exception. """ exception_message = str(exception) for replace_char in ['\t',...	[ "def", "process_exception_message", "(", "exception", ")", ":", "exception_message", "=", "str", "(", "exception", ")", "for", "replace_char", "in", "[", "'\\t'", ",", "'\\n'", ",", "'\\\\n'", "]", ":", "exception_message", "=", "exception_message", ".", "replac...	35.071429	18.357143
def saffron(X, q=32, k=4, tangent_dim=1, curv_thresh=0.95, decay_rate=0.9, max_iter=15, verbose=False): ''' SAFFRON graph construction method. X : (n,d)-array of coordinates q : int, median number of candidate friends per vertex k : int, number of friends to select per vertex, k < q tan...	[ "def", "saffron", "(", "X", ",", "q", "=", "32", ",", "k", "=", "4", ",", "tangent_dim", "=", "1", ",", "curv_thresh", "=", "0.95", ",", "decay_rate", "=", "0.9", ",", "max_iter", "=", "15", ",", "verbose", "=", "False", ")", ":", "n", "=", "le...	35.176471	17.835294
def get_json(self, link): """ Returns specified link instance as JSON. :param link: the link instance. :rtype: JSON. """ return json.dumps({ 'id': link.id, 'title': link.title, 'url': link.get_absolute_url(), ...	[ "def", "get_json", "(", "self", ",", "link", ")", ":", "return", "json", ".", "dumps", "(", "{", "'id'", ":", "link", ".", "id", ",", "'title'", ":", "link", ".", "title", ",", "'url'", ":", "link", ".", "get_absolute_url", "(", ")", ",", "'edit_li...	28.9375	11.6875
def get_vnetwork_vswitches_output_vnetwork_vswitches_pnic(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_vnetwork_vswitches = ET.Element("get_vnetwork_vswitches") config = get_vnetwork_vswitches output = ET.SubElement(get_vnetwork_vswitches,...	[ "def", "get_vnetwork_vswitches_output_vnetwork_vswitches_pnic", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "get_vnetwork_vswitches", "=", "ET", ".", "Element", "(", "\"get_vnetwork_vswitches\"", ")", ...	44.461538	15.923077
def _pcdata_nodes(pcdata): """Return a list of minidom nodes with the properly escaped ``pcdata`` inside. The following special XML characters are escaped: * left angle bracket (<) * Right angle bracket (>) * Ampersand (&) By default, XML-based escaping is used for these characters. ...	[ "def", "_pcdata_nodes", "(", "pcdata", ")", ":", "nodelist", "=", "[", "]", "if", "_CDATA_ESCAPING", "and", "isinstance", "(", "pcdata", ",", "six", ".", "string_types", ")", "and", "(", "pcdata", ".", "find", "(", "\"<\"", ")", ">=", "0", "or", "pcdat...	38.063291	26.405063
def dissimilarities(feature_names, fcs): '''Computes the pairwise dissimilarity matrices. This returns a dictionary mapping each name in ``feature_names`` to a pairwise dissimilarities matrix. The dissimilaritiy scores correspond to ``1 - kernel`` between each feature of each pair of feature collec...	[ "def", "dissimilarities", "(", "feature_names", ",", "fcs", ")", ":", "dis", "=", "{", "}", "for", "count", ",", "name", "in", "enumerate", "(", "feature_names", ",", "1", ")", ":", "logger", ".", "info", "(", "'computing pairwise dissimilarity matrix '", "'...	46.625	21.458333
def koji_login(session, proxyuser=None, ssl_certs_dir=None, krb_principal=None, krb_keytab=None): """ Choose the correct login method based on the available credentials, and call that method on the provided session object. :param session: koji...	[ "def", "koji_login", "(", "session", ",", "proxyuser", "=", "None", ",", "ssl_certs_dir", "=", "None", ",", "krb_principal", "=", "None", ",", "krb_keytab", "=", "None", ")", ":", "kwargs", "=", "{", "}", "if", "proxyuser", ":", "kwargs", "[", "'proxyuse...	33.865385	19.288462
def separation(X,y,samples=False): """ return the sum of the between-class squared distance""" # pdb.set_trace() num_classes = len(np.unique(y)) total_dist = (X.max()-X.min())**2 if samples: # return intra-class distance for each sample separation = np.zeros(y.shape) for labe...	[ "def", "separation", "(", "X", ",", "y", ",", "samples", "=", "False", ")", ":", "# pdb.set_trace()", "num_classes", "=", "len", "(", "np", ".", "unique", "(", "y", ")", ")", "total_dist", "=", "(", "X", ".", "max", "(", ")", "-", "X", ".", "min"...	36.413793	17
def _merge_summary(in_files, out_file, data): """Create one big summary file for disambiguation from multiple splits. """ if not utils.file_exists(out_file): with file_transaction(data, out_file) as tx_out_file: with open(tx_out_file, "w") as out_handle: for i, in_file in...	[ "def", "_merge_summary", "(", "in_files", ",", "out_file", ",", "data", ")", ":", "if", "not", "utils", ".", "file_exists", "(", "out_file", ")", ":", "with", "file_transaction", "(", "data", ",", "out_file", ")", "as", "tx_out_file", ":", "with", "open", ...	46.066667	10.066667
def init_static_field(state, field_class_name, field_name, field_type): """ Initialize the static field with an allocated, but not initialized, object of the given type. :param state: State associated to the field. :param field_class_name: Class containing the field. :pa...	[ "def", "init_static_field", "(", "state", ",", "field_class_name", ",", "field_name", ",", "field_type", ")", ":", "field_ref", "=", "SimSootValue_StaticFieldRef", ".", "get_ref", "(", "state", ",", "field_class_name", ",", "field_name", ",", "field_type", ")", "f...	49.928571	20.785714
def _chunk_actions(actions, chunk_size, max_chunk_bytes, serializer): """ Split actions into chunks by number or size, serialize them into strings in the process. """ bulk_actions, bulk_data = [], [] size, action_count = 0, 0 for action, data in actions: raw_data, raw_action = data, ...	[ "def", "_chunk_actions", "(", "actions", ",", "chunk_size", ",", "max_chunk_bytes", ",", "serializer", ")", ":", "bulk_actions", ",", "bulk_data", "=", "[", "]", ",", "[", "]", "size", ",", "action_count", "=", "0", ",", "0", "for", "action", ",", "data"...	32.135135	15.756757
def MakeTransaction(self, tx, change_address=None, fee=Fixed8(0), from_addr=None, use_standard=False, watch_only_val=0, exclude_vin=None, ...	[ "def", "MakeTransaction", "(", "self", ",", "tx", ",", "change_address", "=", "None", ",", "fee", "=", "Fixed8", "(", "0", ")", ",", "from_addr", "=", "None", ",", "use_standard", "=", "False", ",", "watch_only_val", "=", "0", ",", "exclude_vin", "=", ...	42.16129	28.532258
def htmlNewDoc(URI, ExternalID): """Creates a new HTML document """ ret = libxml2mod.htmlNewDoc(URI, ExternalID) if ret is None:raise treeError('htmlNewDoc() failed') return xmlDoc(_obj=ret)	[ "def", "htmlNewDoc", "(", "URI", ",", "ExternalID", ")", ":", "ret", "=", "libxml2mod", ".", "htmlNewDoc", "(", "URI", ",", "ExternalID", ")", "if", "ret", "is", "None", ":", "raise", "treeError", "(", "'htmlNewDoc() failed'", ")", "return", "xmlDoc", "(",...	40.4	9.2
def get_unspents(self): """Fetches all available unspent transaction outputs. :rtype: ``list`` of :class:`~bit.network.meta.Unspent` """ self.unspents[:] = list(map( lambda u: u.set_type('p2pkh' if self.is_compressed() else 'p2pkh-uncompresse...	[ "def", "get_unspents", "(", "self", ")", ":", "self", ".", "unspents", "[", ":", "]", "=", "list", "(", "map", "(", "lambda", "u", ":", "u", ".", "set_type", "(", "'p2pkh'", "if", "self", ".", "is_compressed", "(", ")", "else", "'p2pkh-uncompressed'", ...	39	15.941176
def complete(self, flag_message="Complete", padding=None, force=False): """ Log Level: :attr:COMPLETE @flag_message: #str flags the message with the given text using :func:flag @padding: #str 'top', 'bottom' or 'all', adds a new line to the specified area...	[ "def", "complete", "(", "self", ",", "flag_message", "=", "\"Complete\"", ",", "padding", "=", "None", ",", "force", "=", "False", ")", ":", "if", "self", ".", "should_log", "(", "self", ".", "COMPLETE", ")", "or", "force", ":", "self", ".", "_print_me...	38.115385	18.192308
def authenticate(self, username=None, password=None, api_key=None, tenant_id=None, connect=False): """ Using the supplied credentials, connects to the specified authentication endpoint and attempts to log in. Credentials can either be passed directly to this method, or ...	[ "def", "authenticate", "(", "self", ",", "username", "=", "None", ",", "password", "=", "None", ",", "api_key", "=", "None", ",", "tenant_id", "=", "None", ",", "connect", "=", "False", ")", ":", "self", ".", "username", "=", "username", "or", "self", ...	44.470588	17.803922
def get_template(filename_or_string, is_string=False): ''' Gets a jinja2 ``Template`` object for the input filename or string, with caching based on the filename of the template, or the SHA1 of the input string. ''' # Cache against string sha or just the filename cache_key = sha1_hash(filename_...	[ "def", "get_template", "(", "filename_or_string", ",", "is_string", "=", "False", ")", ":", "# Cache against string sha or just the filename", "cache_key", "=", "sha1_hash", "(", "filename_or_string", ")", "if", "is_string", "else", "filename_or_string", "if", "cache_key"...	34.347826	24.26087
def comprehension_walk_newer(self, node, iter_index, code_index=-5): """Non-closure-based comprehensions the way they are done in Python3 and some Python 2.7. Note: there are also other set comprehensions. """ p = self.prec self.prec = 27 code = node[code_index].attr ...	[ "def", "comprehension_walk_newer", "(", "self", ",", "node", ",", "iter_index", ",", "code_index", "=", "-", "5", ")", ":", "p", "=", "self", ".", "prec", "self", ".", "prec", "=", "27", "code", "=", "node", "[", "code_index", "]", ".", "attr", "asse...	33.535714	16.8
def copy_database(self, source, destination): """ Copy a database's content and structure. SMALL Database speed improvements (DB size < 5mb) Using optimized is about 178% faster Using one_query is about 200% faster LARGE Database speed improvements (DB size > 5mb) ...	[ "def", "copy_database", "(", "self", ",", "source", ",", "destination", ")", ":", "print", "(", "'\\tCopying database {0} structure and data to database {1}'", ".", "format", "(", "source", ",", "destination", ")", ")", "with", "Timer", "(", "'\\nSuccess! Copied datab...	43.214286	21.357143
def get_dataset_meta(label): """Gives you metadata for dataset chosen via 'label' param :param label: label = key in data_url dict (that big dict containing all possible datasets) :return: tuple (data_url, url, expected_hash, hash_path, relative_download_dir) relative_download_dir says where will be do...	[ "def", "get_dataset_meta", "(", "label", ")", ":", "data_url", "=", "data_urls", "[", "label", "]", "if", "type", "(", "data_url", ")", "==", "str", ":", "# back compatibility", "data_url", "=", "[", "data_url", "]", "if", "type", "(", "data_url", ")", "...	41.75	20.5
def __postCallAction_hwbp(self, event): """ Handles hardware breakpoint events on return from the function. @type event: L{ExceptionEvent} @param event: Single step event. """ # Remove the one shot hardware breakpoint # at the return address location in the sta...	[ "def", "__postCallAction_hwbp", "(", "self", ",", "event", ")", ":", "# Remove the one shot hardware breakpoint", "# at the return address location in the stack.", "tid", "=", "event", ".", "get_tid", "(", ")", "address", "=", "event", ".", "breakpoint", ".", "get_addre...	29.666667	15.285714
def readline(self, timeout=1): # pylint: disable=unused-argument """ Readline implementation. :param timeout: Timeout, not used :return: Line read or None """ data = None if self.read_thread: # Ignore the timeout value, return imediately if no lines ...	[ "def", "readline", "(", "self", ",", "timeout", "=", "1", ")", ":", "# pylint: disable=unused-argument", "data", "=", "None", "if", "self", ".", "read_thread", ":", "# Ignore the timeout value, return imediately if no lines in queue", "data", "=", "self", ".", "read_t...	34.642857	14.214286
def _drop_privs(self): """ Reduces effective privileges for this process to that of the task owner. The umask and environment variables are also modified to recreate the environment of the user. """ uid = self._task.owner # get pwd database info for task own...	[ "def", "_drop_privs", "(", "self", ")", ":", "uid", "=", "self", ".", "_task", ".", "owner", "# get pwd database info for task owner", "try", ":", "pwd_info", "=", "pwd", ".", "getpwuid", "(", "uid", ")", "except", "OSError", ":", "pwd_info", "=", "None", ...	27.897059	18.632353
def _make_sure_table_exists(self, name_seq): """ Makes sure the table with the full name comprising of name_seq exists. """ t = self for key in name_seq[:-1]: t = t[key] name = name_seq[-1] if name not in t: self.append_elements([element_fa...	[ "def", "_make_sure_table_exists", "(", "self", ",", "name_seq", ")", ":", "t", "=", "self", "for", "key", "in", "name_seq", "[", ":", "-", "1", "]", ":", "t", "=", "t", "[", "key", "]", "name", "=", "name_seq", "[", "-", "1", "]", "if", "name", ...	38.454545	17.727273
def replace(self, main_type=None, sub_type=None, params=None): """ Return a new MimeType with new values for the specified fields. :param str main_type: The new main type. :param str sub_type: The new sub type. :param dict params: The new parameters. :return: A new instan...	[ "def", "replace", "(", "self", ",", "main_type", "=", "None", ",", "sub_type", "=", "None", ",", "params", "=", "None", ")", ":", "if", "main_type", "is", "None", ":", "main_type", "=", "self", ".", "main_type", "if", "sub_type", "is", "None", ":", "...	32.222222	14.444444

def grid_destroy_from_ids(oargrid_jobids): """Destroy all the jobs with corresponding ids Args: oargrid_jobids (list): the ``(site, oar_job_id)`` list of tuple identifying the jobs for each site. """ jobs = grid_reload_from_ids(oargrid_jobids) for job in jobs: job.delete() ...

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36.9

17

def _objectdata_cache_key(func, obj): """Cache Key for object data """ uid = api.get_uid(obj) modified = api.get_modification_date(obj).millis() review_state = api.get_review_status(obj) return "{}-{}-{}".format(uid, review_state, modified)

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36.857143

7.571429

def _ParseDLSPageHeader(self, file_object, page_offset): """Parses a DLS page header from a file-like object. Args: file_object (file): file-like object to read the header from. page_offset (int): offset of the start of the page header, relative to the start of the file. Returns: ...

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33.242424

22.181818

def predict(self, log2_bayes_factors, reset_index=False): """Guess the most likely modality for each event For each event that has at least one non-NA value, if no modalilites have logsumexp'd logliks greater than the log Bayes factor threshold, then they are assigned the 'multimodal' m...

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42.131579

21.526316

def has_connection_details_changed(self, req_connection_details): """ :param cloudshell.cp.vcenter.models.VCenterConnectionDetails.VCenterConnectionDetails req_connection_details: :return: """ if self.connection_details is None and req_connection_details is None: retu...

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59.615385

32.846154

def set_pattern_step_setpoint(self, patternnumber, stepnumber, setpointvalue): """Set the setpoint value for a step. Args: * patternnumber (integer): 0-7 * stepnumber (integer): 0-7 * setpointvalue (float): Setpoint value """ _checkPatternNumber(patte...

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40.142857

16.714286

def meth_set_acl(args): """ Assign an ACL role to a list of users for a workflow. """ acl_updates = [{"user": user, "role": args.role} \ for user in set(expand_fc_groups(args.users)) \ if user != fapi.whoami()] id = args.snapshot_id if not id: # get the lat...

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43.607143

19.785714

def transform(self, text): """Replaces characters in string ``text`` based in regex sub""" return re.sub(self.regex, self.repl, text)

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49

8

def retry_on_signal(function): """Retries function until it doesn't raise an EINTR error""" while True: try: return function() except EnvironmentError, e: if e.errno != errno.EINTR: raise

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30.5

12.5

def infer_dtypes(fit, model=None): """Infer dtypes from Stan model code. Function strips out generated quantities block and searchs for `int` dtypes after stripping out comments inside the block. """ pattern_remove_comments = re.compile( r'//.*?$|/\*.*?\*/|\'(?:\\.|[^\\\'])*\'|"(?:\\...

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42.806452

21.193548

def nmap_scan(): """ Scans the given hosts with nmap. """ # Create the search and config objects hs = HostSearch() config = Config() # Static options to be able to figure out what options to use depending on the input the user gives. nmap_types = ['top10', 'top100', 'custom', 'top10...

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43.571429

26.673469

def use(self, obj, parent_form=None): """Note: if title is None, will be replaced with obj.filename """ if not isinstance(obj, self.input_classes): raise RuntimeError('{0!s} cannot handle a {1!s}'.format(self.__class__.__name__, obj.__class__.__name__)) self.parent_form = p...

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35.333333

20.333333

def _get_program(self): """ Fetch the module binary from the master if necessary. """ return ansible_mitogen.target.get_small_file( context=self.service_context, path=self.path, )

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29.5

12

def DeserializeTX(buffer): """ Deserialize the stream into a Transaction object. Args: buffer (BytesIO): stream to deserialize the Transaction from. Returns: neo.Core.TX.Transaction: """ mstream = MemoryStream(buffer) reader = BinaryReade...

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24

19.625

def run_container(self, image_id, service_name, **kwargs): """Run a particular container. The kwargs argument contains individual parameter overrides from the service definition.""" run_kwargs = self.run_kwargs_for_service(service_name) run_kwargs.update(kwargs, relax=True) logge...

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42

18.411765

def summarize_subgraph_edge_overlap(graph: BELGraph, annotation: str = 'Subgraph') -> Mapping[str, Mapping[str, float]]: """Return a similarity matrix between all subgraphs (or other given annotation). :param annotation: The annotation to group by and compare. Defaults to :code:`"Subgraph"` :return: A simi...

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53.333333

29.222222

def raw_input(prompt=""): """raw_input([prompt]) -> string Read a string from standard input. The trailing newline is stripped. If the user hits EOF (Unix: Ctl-D, Windows: Ctl-Z+Return), raise EOFError. On Unix, GNU readline is used if enabled. The prompt string, if given, is printed without a trailing newline befo...

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24.233333

22.733333

def as_list(callable): """Convert a scalar validator in a list validator""" @wraps(callable) def wrapper(value_iter): return [callable(value) for value in value_iter] return wrapper

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28.571429

18.285714

def get_bounding_box(self): """ Returns the bounding box of the catalogue :returns: (West, East, South, North) """ return (np.min(self.data["longitude"]), np.max(self.data["longitude"]), np.min(self.data["latitude"]), np.max(self.d...

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32.8

9.2

def handle_exception(self, e): """Default exception handling that kicks in when an exception occurs that is not caught. In debug mode the exception will be re-raised immediately, otherwise it is logged and the handler for a 500 internal server error is used. If no such handler ...

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40.785714

19.5

def _calc_covariance(r, pmut, tol=1e-14): """Calculate the covariance matrix of the fitted parameters Parameters: r - n-by-n matrix, the full upper triangle of R pmut - n-vector, defines the permutation of R tol - scalar, relative column scale for determining rank deficiency. Default 1e-14. Returns: co...

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26.232323

23.969697

def data_type(self, data_type): """Sets the data_type of this Option. :param data_type: The data_type of this Option. :type: str """ allowed_values = ["string", "number", "date", "color"] if data_type is not None and data_type not in allowed_values: raise Va...

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32.733333

20.2

def boundary(ax, scale, axes_colors=None, **kwargs): """ Plots the boundary of the simplex. Creates and returns matplotlib axis if none given. Parameters ---------- ax: Matplotlib AxesSubplot, None The subplot to draw on. scale: float Simplex scale size. kwargs: ...

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31.827586

19

def _set_gre(self, v, load=False): """ Setter method for gre, mapped from YANG variable /interface/tunnel/mode/gre (container) If this variable is read-only (config: false) in the source YANG file, then _set_gre is considered as a private method. Backends looking to populate this variable should ...

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68.045455

31.681818

def get_weather_forecast(self, latitude, longitude, start, end, frequency=1, reading_type=None): """ Return the weather forecast for a given location for specific datetime specified in UTC format. :: results = ws.get_weather_forecast(lat, long, start, end) ...

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37.162162

19.216216

def format_pathname( pathname, max_length): """ Format a pathname :param str pathname: Pathname to format :param int max_length: Maximum length of result pathname (> 3) :return: Formatted pathname :rtype: str :raises ValueError: If *max_length* is not larger than 3 This...

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33.52

22.08

def _cur_band_filled(self): """Checks if the current band is filled. The size of the current band should be equal to s_max_1""" cur_band = self._hyperbands[self._state["band_idx"]] return len(cur_band) == self._s_max_1

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35.142857

16.857143

def add(self, x, axis): """Function to add 3D View with vector or 2D array (type = numpy.ndarray or 2D Field or 2D View) or 2D View with vector (type = numpy.ndarray) :param x: array(1D, 2D) or field (2D) or View(2D) :param axis: specifies axis, eg. axis = (1,2) plane lies in yz-plane, axis=0 ve...

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66.571429

19.857143

def delete(self, shift='up'): """ Deletes the cells associated with the range. :param str shift: Optional. Specifies which way to shift the cells. The possible values are: up, left. """ url = self.build_url(self._endpoints.get('delete_range')) return bool(self.se...

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45.625

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def _rm_name_match(s1, s2): """ determine whether two sequence names from a repeatmasker alignment match. :return: True if they are the same string, or if one forms a substring of the other, else False """ m_len = min(len(s1), len(s2)) return s1[:m_len] == s2[:m_len]

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31.444444

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def load_dframe(self, dframe): """ Load the file contents into the supplied dataframe using the specified key and filetype. """ filename_series = dframe[self.key] loaded_data = filename_series.map(self.filetype.data) keys = [list(el.keys()) for el in loaded_data.v...

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46.5

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def serialize(self, tag): """Return the literal representation of a tag.""" handler = getattr(self, f'serialize_{tag.serializer}', None) if handler is None: raise TypeError(f'Can\'t serialize {type(tag)!r} instance') return handler(tag)

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45.833333

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def _tile_images(imgs, tile_shape, concatenated_image): """Concatenate images whose sizes are same. @param imgs: image list which should be concatenated @param tile_shape: shape for which images should be concatenated @param concatenated_image: returned image. if it is None, new image will be c...

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39.612903

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def choices(self, cl): """ Take choices from field's 'choices' attribute for 'ChoicesField' and use 'flatchoices' as usual for other fields. """ #: Just tidy up standard implementation for the sake of DRY principle. def _choice_item(is_selected, query_string, title): ...

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36

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def conf_matrix(p,labels,names=['1','0'],threshold=.5,show=True): """ Returns error rate and true/false positives in a binary classification problem - Actual classes are displayed by column. - Predicted classes are displayed by row. :param p: array of class '1' probabilities. :param labels: arr...

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45.758621

16.172414

def _execute_query( self, sqlQuery): """* execute query and trim results* **Key Arguments:** - ``sqlQuery`` -- the sql database query to grab low-resolution results. **Return:** - ``databaseRows`` -- the database rows found on HTM trixles with re...

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41.053571

21.821429

def pathFromHere_explore(self, astr_startPath = '/'): """ Return a list of paths from "here" in the stree, using the child explore access. :param astr_startPath: path from which to start :return: a list of paths from "here" """ self.l...

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34.833333

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def graph_nodes_from_branch(self, branch): """ Returns nodes that are connected by `branch` Args ---- branch: BranchDing0 Description #TODO Returns ------- (:obj:`GridDing0`, :obj:`GridDing0`) 2-tuple of nodes (Ding0 objec...

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30.375

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def get_connection(self, is_read_only=False) -> redis.StrictRedis: """ Gets a StrictRedis connection for normal redis or for redis sentinel based upon redis mode in configuration. :type is_read_only: bool :param is_read_only: In case of redis sentinel, it returns connection to slave ...

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42.846154

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def save_migration(connection, basename): """ Save a migration in `migrations_applied` table """ # Prepare query sql = "INSERT INTO migrations_applied (name, date) VALUES (%s, NOW())" # Run with connection.cursor() as cursor: cursor.execute(sql, (basename,)) connection.commit() ...

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26.833333

20.5

def user_delete(auth=None, **kwargs): ''' Delete a user CLI Example: .. code-block:: bash salt '*' keystoneng.user_delete name=user1 salt '*' keystoneng.user_delete name=user2 domain_id=b62e76fbeeff4e8fb77073f591cf211e salt '*' keystoneng.user_delete name=a42cbbfa1e894e839fd0f...

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29.266667

24.066667

def change_owner(ctx, owner, uuid): """Changes the ownership of objects""" objects = ctx.obj['objects'] database = ctx.obj['db'] if uuid is True: owner_filter = {'uuid': owner} else: owner_filter = {'name': owner} owner = database.objectmodels['user'].find_one(owner_filter) ...

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22.333333

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def _inherit_context(self, node): '''_inherit_context(self, node) -> list Scan ancestors of attribute and namespace context. Used only for single element node canonicalization, not for subset canonicalization.''' # Collect the initial list of xml:foo attributes. xmlattr...

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41.105263

15

def dir_between_pts(a=(0.0, 0.0), b=(0.0, 0.0)): '''Return direction between two points on N dimensions. List of vectors per pair of dimensions are returned in radians. E.g. Where X is "right", Y is "up", Z is "in" on a computer screen, and returned value is [pi/4, -pi/4], then the vector will be coming out the ...

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37.56

22.44

def get(self, bounce_type=None, inactive=None, email_filter=None, message_id=None, count=None, offset=None, api_key=None, secure=None, test=None, **request_args): '''Builds query string params from inputs. It handles offset and count defaults and validation. :param bounc...

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53.243243

20.702703

def write_to_buffer(self, buf): """Save the context to a buffer.""" doc = self.to_dict() if config.rxt_as_yaml: content = dump_yaml(doc) else: content = json.dumps(doc, indent=4, separators=(",", ": ")) buf.write(content)

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27.8

18.7

def detach_network_interface(self, network_interface_id, force=False): """ Detaches a network interface from an instance. :type network_interface_id: str :param network_interface_id: The ID of the network interface to detach. :type force: bool :param force: Set to true ...

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35.8

21.4

def publish(self, source, data, metadata=None): """Publish data and metadata to all frontends. See the ``display_data`` message in the messaging documentation for more details about this message type. The following MIME types are currently implemented: * text/plain * t...

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38.128205

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def neg(self, value, name=''): """ Integer negative: name = -value """ return self.sub(values.Constant(value.type, 0), value, name=name)

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29.166667

12.166667

def getOid(self): """Returns OID identifying MIB variable. Returns ------- : :py:class:`~pysnmp.proto.rfc1902.ObjectName` full OID identifying MIB variable including possible index part. Raises ------ SmiError If MIB variable conversion ha...

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28.62963

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def hr_dp004(self, value=None): """ Corresponds to IDD Field `hr_dp004` humidity ratio corresponding to Dew-point temperature corresponding to 0.4% annual cumulative frequency of occurrence Args: value (float): value for IDD Field `hr_dp004` if `value` is No...

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37

20.952381

def _get_single_set(self, num_objects, num_features): """Generate one input sequence and output label. Each sequences of objects has a feature that consists of the feature vector for that object plus the encoding for its ID, the reference vector ID and the n-th value relative ID for a total feature siz...

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35.851064

20.382979

def _add_access_token_to_response(self, response, access_token): # type: (oic.message.AccessTokenResponse, se_leg_op.access_token.AccessToken) -> None """ Adds the Access Token and the associated parameters to the Token Response. """ response['access_token'] = access_token.value ...

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52.5

19.75

def user_verify_password(user_id=None, name=None, password=None, profile=None, **connection_args): ''' Verify a user's password CLI Examples: .. code-block:: bash salt '*' keystone.user_verify_password name=test password=foobar salt '*' keystone.user_verify_pa...

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35.021739

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def upload_files(selected_file, selected_host, only_link, file_name): """ Uploads selected file to the host, thanks to the fact that every pomf.se based site has pretty much the same architecture. """ try: answer = requests.post( url=selected_host[0]+"upload.php", fil...

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47.352941

21.470588

def total_count(self, total_count): """ Sets the total_count of this ServicePackageQuotaHistoryResponse. Sum of all quota history entries that should be returned :param total_count: The total_count of this ServicePackageQuotaHistoryResponse. :type: int """ if tot...

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43.928571

24.785714

def get_frequent_n_grams(self, input_reader, n, min_frequency, min_pmi, filters): """ Finds all frequent (and meaningful) n-grams in a file, treating each new line as a new document. :param input_reader: LineReader initialized on file with documents to generate n-grams for :p...

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49.870968

27.806452

def initialize( # type: ignore self, max_clients: int = 10, hostname_mapping: Dict[str, str] = None, max_buffer_size: int = 104857600, resolver: Resolver = None, defaults: Dict[str, Any] = None, max_header_size: int = None, max_body_size: int = None, ...

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43.391304

20.84058

def browser(request, path='', template="cloud_browser/browser.html"): """View files in a file path. :param request: The request. :param path: Path to resource, including container as first part of path. :param template: Template to render. """ from itertools import islice try: # p...

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34.272727

17.051948

def system(cmd, data=None): ''' pipes the output of a program ''' import subprocess s = subprocess.Popen(cmd, shell=True, stdout=subprocess.PIPE, stdin=subprocess.PIPE) out, err = s.communicate(data) return out.decode('utf8')

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29

22.5

def network_list(provider): ''' List private networks CLI Example: .. code-block:: bash salt minionname cloud.network_list my-nova ''' client = _get_client() return client.extra_action(action='network_list', provider=provider, names='names')

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20.692308

28.076923

def slc_erase(self, address, BE_ID=0x1, PMODE=0x0100): """slc erase""" cmd = ["NVM_CLI_BE_ID=0x%x" % BE_ID, "NVM_CLI_PMODE=0x%x" % PMODE, "nvm_cmd erase", self.envs, "0x%x" % address] status, _, _ = cij.ssh.command(cmd, shell=True) return status

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55.4

26.2

def get_worksheets_section(self): """ Returns the section dictionary related with Worksheets, that contains some informative panels (like WS to be verified, WS with results pending, etc.) """ out = [] bc = getToolByName(self.context, CATALOG_WORKSHEET_LISTING) ...

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40.5

18.46

def parse(readDataInstance): """ Returns a new L{NetMetaDataHeader} object. @type readDataInstance: L{ReadData} @param readDataInstance: A L{ReadData} object with data to be parsed as a L{NetMetaDataHeader} object. @rtype: L{NetMetaDataHeader} @return: A...

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42.761905

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def load_ipython_extension(shell): """ Called when the extension is loaded. Args: shell - (NotebookWebApplication): handle to the Notebook interactive shell instance. """ # Inject our user agent on all requests by monkey-patching a wrapper around httplib2.Http.request. def _request(self, uri, metho...

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37.367089

25.797468

def make_coursera_absolute_url(url): """ If given url is relative adds coursera netloc, otherwise returns it without any changes. """ if not bool(urlparse(url).netloc): return urljoin(COURSERA_URL, url) return url

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23.8

12.8

def BinaryRoche (r, D, q, F, Omega=0.0): r""" Computes a value of the asynchronous, eccentric Roche potential. If :envvar:`Omega` is passed, it computes the difference. The asynchronous, eccentric Roche potential is given by [Wilson1979]_ .. math:: \Omega = \frac{1}{\sqrt{x^2 + y^2 + z^2...

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36.708333

27.916667

def hops(node1, node2): """returns # of hops it takes to get from node1 to node2, 1 means they're on the same link""" if node1 == node2: return 0 elif set(node1.interfaces) & set(node2.interfaces): # they share a common interface return 1 else: # Not implemented yet, grap...

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37

19.1

async def send_invoice(self, chat_id: base.Integer, title: base.String, description: base.String, payload: base.String, provider_token: base.String, start_parameter: base.String, currency: base.String, prices: typing.List[types.LabeledPric...

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67.428571

31.584416

def stop(self): """Cleanly shutdown the connection to RabbitMQ by stopping the consumer with RabbitMQ. When RabbitMQ confirms the cancellation, on_cancelok will be invoked by pika, which will then closing the channel and connection. The IOLoop is started again, becuase this met...

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41.277778

20.444444

def trigger_streamer(self, index): """Pass a streamer to the stream manager if it has data.""" self._logger.debug("trigger_streamer RPC called on streamer %d", index) if index >= len(self.graph.streamers): return _pack_sgerror(SensorGraphError.STREAMER_NOT_ALLOCATED) if in...

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38

25.857143

def new_worker_redirected_log_file(self, worker_id): """Create new logging files for workers to redirect its output.""" worker_stdout_file, worker_stderr_file = (self.new_log_files( "worker-" + ray.utils.binary_to_hex(worker_id), True)) return worker_stdout_file, worker_stderr_file

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def _checkpoint_trial_if_needed(self, trial): """Checkpoints trial based off trial.last_result.""" if trial.should_checkpoint(): # Save trial runtime if possible if hasattr(trial, "runner") and trial.runner: self.trial_executor.save(trial, storage=Checkpoint.DISK)...

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def model_to_list(model_class, filter_dict=None, order_by_list=None, select_related_fields=None, q_filter=None, values=None, to_json_method='to_json'): """ 不分页 :param values: :param to_json_method: :param model_class: :param filter_dict: ...

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def enrollments(db, uuid=None, organization=None, from_date=None, to_date=None): """List the enrollment information available in the registry. This function will return a list of enrollments. If 'uuid' parameter is set, it will return the enrollments related to that unique identity; if 'organization' p...

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def process_exception_message(exception): """ Process an exception message. Args: exception: The exception to process. Returns: A filtered string summarizing the exception. """ exception_message = str(exception) for replace_char in ['\t',...

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def saffron(X, q=32, k=4, tangent_dim=1, curv_thresh=0.95, decay_rate=0.9, max_iter=15, verbose=False): ''' SAFFRON graph construction method. X : (n,d)-array of coordinates q : int, median number of candidate friends per vertex k : int, number of friends to select per vertex, k < q tan...

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def get_json(self, link): """ Returns specified link instance as JSON. :param link: the link instance. :rtype: JSON. """ return json.dumps({ 'id': link.id, 'title': link.title, 'url': link.get_absolute_url(), ...

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def get_vnetwork_vswitches_output_vnetwork_vswitches_pnic(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_vnetwork_vswitches = ET.Element("get_vnetwork_vswitches") config = get_vnetwork_vswitches output = ET.SubElement(get_vnetwork_vswitches,...

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def _pcdata_nodes(pcdata): """Return a list of minidom nodes with the properly escaped ``pcdata`` inside. The following special XML characters are escaped: * left angle bracket (<) * Right angle bracket (>) * Ampersand (&) By default, XML-based escaping is used for these characters. ...

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def dissimilarities(feature_names, fcs): '''Computes the pairwise dissimilarity matrices. This returns a dictionary mapping each name in ``feature_names`` to a pairwise dissimilarities matrix. The dissimilaritiy scores correspond to ``1 - kernel`` between each feature of each pair of feature collec...

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def koji_login(session, proxyuser=None, ssl_certs_dir=None, krb_principal=None, krb_keytab=None): """ Choose the correct login method based on the available credentials, and call that method on the provided session object. :param session: koji...

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def separation(X,y,samples=False): """ return the sum of the between-class squared distance""" # pdb.set_trace() num_classes = len(np.unique(y)) total_dist = (X.max()-X.min())**2 if samples: # return intra-class distance for each sample separation = np.zeros(y.shape) for labe...

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def _merge_summary(in_files, out_file, data): """Create one big summary file for disambiguation from multiple splits. """ if not utils.file_exists(out_file): with file_transaction(data, out_file) as tx_out_file: with open(tx_out_file, "w") as out_handle: for i, in_file in...

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def init_static_field(state, field_class_name, field_name, field_type): """ Initialize the static field with an allocated, but not initialized, object of the given type. :param state: State associated to the field. :param field_class_name: Class containing the field. :pa...

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def _chunk_actions(actions, chunk_size, max_chunk_bytes, serializer): """ Split actions into chunks by number or size, serialize them into strings in the process. """ bulk_actions, bulk_data = [], [] size, action_count = 0, 0 for action, data in actions: raw_data, raw_action = data, ...

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def MakeTransaction(self, tx, change_address=None, fee=Fixed8(0), from_addr=None, use_standard=False, watch_only_val=0, exclude_vin=None, ...

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def htmlNewDoc(URI, ExternalID): """Creates a new HTML document """ ret = libxml2mod.htmlNewDoc(URI, ExternalID) if ret is None:raise treeError('htmlNewDoc() failed') return xmlDoc(_obj=ret)

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def get_unspents(self): """Fetches all available unspent transaction outputs. :rtype: ``list`` of :class:`~bit.network.meta.Unspent` """ self.unspents[:] = list(map( lambda u: u.set_type('p2pkh' if self.is_compressed() else 'p2pkh-uncompresse...

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def complete(self, flag_message="Complete", padding=None, force=False): """ Log Level: :attr:COMPLETE @flag_message: #str flags the message with the given text using :func:flag @padding: #str 'top', 'bottom' or 'all', adds a new line to the specified area...

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def authenticate(self, username=None, password=None, api_key=None, tenant_id=None, connect=False): """ Using the supplied credentials, connects to the specified authentication endpoint and attempts to log in. Credentials can either be passed directly to this method, or ...

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def get_template(filename_or_string, is_string=False): ''' Gets a jinja2 ``Template`` object for the input filename or string, with caching based on the filename of the template, or the SHA1 of the input string. ''' # Cache against string sha or just the filename cache_key = sha1_hash(filename_...

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def comprehension_walk_newer(self, node, iter_index, code_index=-5): """Non-closure-based comprehensions the way they are done in Python3 and some Python 2.7. Note: there are also other set comprehensions. """ p = self.prec self.prec = 27 code = node[code_index].attr ...

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def copy_database(self, source, destination): """ Copy a database's content and structure. SMALL Database speed improvements (DB size < 5mb) Using optimized is about 178% faster Using one_query is about 200% faster LARGE Database speed improvements (DB size > 5mb) ...

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def get_dataset_meta(label): """Gives you metadata for dataset chosen via 'label' param :param label: label = key in data_url dict (that big dict containing all possible datasets) :return: tuple (data_url, url, expected_hash, hash_path, relative_download_dir) relative_download_dir says where will be do...

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def __postCallAction_hwbp(self, event): """ Handles hardware breakpoint events on return from the function. @type event: L{ExceptionEvent} @param event: Single step event. """ # Remove the one shot hardware breakpoint # at the return address location in the sta...

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def readline(self, timeout=1): # pylint: disable=unused-argument """ Readline implementation. :param timeout: Timeout, not used :return: Line read or None """ data = None if self.read_thread: # Ignore the timeout value, return imediately if no lines ...

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def _drop_privs(self): """ Reduces effective privileges for this process to that of the task owner. The umask and environment variables are also modified to recreate the environment of the user. """ uid = self._task.owner # get pwd database info for task own...

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def _make_sure_table_exists(self, name_seq): """ Makes sure the table with the full name comprising of name_seq exists. """ t = self for key in name_seq[:-1]: t = t[key] name = name_seq[-1] if name not in t: self.append_elements([element_fa...

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def replace(self, main_type=None, sub_type=None, params=None): """ Return a new MimeType with new values for the specified fields. :param str main_type: The new main type. :param str sub_type: The new sub type. :param dict params: The new parameters. :return: A new instan...

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