kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def _create(self, **kwargs): '''Allow creation of draft policy and ability to publish a draft Draft policies only exist in 12.1.0 and greater versions of TMOS. But there must be a method to create a draft, then publish it. :raises: MissingRequiredCreationParameter ''' ...	[ "def", "_create", "(", "self", ",", "", "", "kwargs", ")", ":", "tmos_ver", "=", "self", ".", "_meta_data", "[", "'bigip'", "]", ".", "_meta_data", "[", "'tmos_version'", "]", "legacy", "=", "kwargs", ".", "pop", "(", "'legacy'", ",", "False", ")", ...	44.178571	0.001582
def clear_i2b2_tables(tables: I2B2Tables, uploadid: int) -> None: """ Remove all entries in the i2b2 tables for uploadid. :param tables: :param uploadid: :return: """ # This is a static function to support the removefacts operation print("Deleted {} patient_dimension records" ....	[ "def", "clear_i2b2_tables", "(", "tables", ":", "I2B2Tables", ",", "uploadid", ":", "int", ")", "->", "None", ":", "# This is a static function to support the removefacts operation", "print", "(", "\"Deleted {} patient_dimension records\"", ".", "format", "(", "PatientDimen...	46.5	0.001171
def convert_html_to_text(value, preserve_urls=False): r""" >>> convert_html_to_text( ... ''' ... <html><body> ... Look & click ... <a href="https://example.com">here</a> ... </body></html>''', preserve_urls=True) 'Look & click here (https://example.com)' ...	[ "def", "convert_html_to_text", "(", "value", ",", "preserve_urls", "=", "False", ")", ":", "s", "=", "MLStripper", "(", "preserve_urls", "=", "preserve_urls", ")", "s", ".", "feed", "(", "value", ")", "s", ".", "close", "(", ")", "return", "s", ".", "g...	33.945946	0.000387
def vstack_tables(filelist, hdus): """vstack a set of HDUs from a set of files Parameters ---------- filelist : list List of the files to get data from. hdus : list Names of the HDU containing the table with the input data. Returns ------- out_tables : list A...	[ "def", "vstack_tables", "(", "filelist", ",", "hdus", ")", ":", "nfiles", "=", "len", "(", "filelist", ")", "out_tables", "=", "[", "]", "out_names", "=", "[", "]", "for", "hdu", "in", "hdus", ":", "sys", ".", "stdout", ".", "write", "(", "'Working o...	24.930233	0.000898
def _compute_bounds(self, axis, view): """Get the bounds Parameters ---------- mode : str Describes the type of boundary requested. Can be "visual", "data", or "mouse". axis : 0, 1, 2 The axis along which to measure the bounding values, in ...	[ "def", "_compute_bounds", "(", "self", ",", "axis", ",", "view", ")", ":", "# Can and should we calculate bounds?", "if", "(", "self", ".", "_bounds", "is", "None", ")", "and", "self", ".", "_pos", "is", "not", "None", ":", "pos", "=", "self", ".", "_pos...	32.44	0.002395
def mrc_header_from_params(shape, dtype, kind, **kwargs): """Create a minimal MRC2014 header from the given parameters. Parameters ---------- shape : 3-sequence of ints 3D shape of the stored data. The values are used as ``'nx', 'ny', 'nz'`` header entries, in this order. Note that ...	[ "def", "mrc_header_from_params", "(", "shape", ",", "dtype", ",", "kind", ",", "", "", "kwargs", ")", ":", "# Positional args", "shape", "=", "[", "int", "(", "n", ")", "for", "n", "in", "shape", "]", "kind", ",", "kind_in", "=", "str", "(", "kind"...	43.678832	0.000163
def batch_slice(dist, params_event_ndims, params_overrides, slices): """Slices `dist` along its batch dimensions. Helper for tfd.Distribution. Args: dist: A `tfd.Distribution` instance. params_event_ndims: A `dict` of `str->int` indicating the number of dimensions of a given parameter required to par...	[ "def", "batch_slice", "(", "dist", ",", "params_event_ndims", ",", "params_overrides", ",", "slices", ")", ":", "if", "not", "isinstance", "(", "slices", ",", "collections", ".", "Sequence", ")", ":", "slices", "=", "(", "slices", ",", ")", "# We track the h...	48.222222	0.009036
def parse_blast_tab(filename, fraglengths, identity, coverage, mode="ANIb"): """Returns (alignment length, similarity errors, mean_pid) tuple from .blast_tab - filename - path to .blast_tab file Calculate the alignment length and total number of similarity errors (as we would with ANIm), as well a...	[ "def", "parse_blast_tab", "(", "filename", ",", "fraglengths", ",", "identity", ",", "coverage", ",", "mode", "=", "\"ANIb\"", ")", ":", "# Assuming that the filename format holds org1_vs_org2.blast_tab:", "qname", "=", "os", ".", "path", ".", "splitext", "(", "os",...	41.547368	0.000742
def group_delays(stream_list): """ Group template waveforms according to their arrival times (delays). :type stream_list: list :param stream_list: List of :class:`obspy.core.stream.Stream` waveforms you want to group. :returns: list of List of :class:`obspy.core.stream.Stream` wher...	[ "def", "group_delays", "(", "stream_list", ")", ":", "groups", "=", "[", "]", "group_delays", "=", "[", "]", "group_chans", "=", "[", "]", "# Sort templates by number of channels", "stream_list", "=", "[", "(", "st", ",", "len", "(", "st", ")", ")", "for",...	41.763158	0.000308
def find_config(config_path: str) -> str: """ Derive configuration file path from the given path and check its existence. The given path is expected to be either 1. path to the file 2. path to a dir, in such case the path is joined with ``CXF_CONFIG_FILE`` :param config_path: path to the conf...	[ "def", "find_config", "(", "config_path", ":", "str", ")", "->", "str", ":", "if", "path", ".", "isdir", "(", "config_path", ")", ":", "# dir specified instead of config file", "config_path", "=", "path", ".", "join", "(", "config_path", ",", "CXF_CONFIG_FILE", ...	39.625	0.001541
def head_account(self, headers=None, query=None, cdn=False): """ HEADs the account and returns the results. Useful headers returned are: =========================== ================================= x-account-bytes-used Object storage used for the ...	[ "def", "head_account", "(", "self", ",", "headers", "=", "None", ",", "query", "=", "None", ",", "cdn", "=", "False", ")", ":", "return", "self", ".", "request", "(", "'HEAD'", ",", "''", ",", "''", ",", "headers", ",", "query", "=", "query", ",", ...	43.657143	0.00128
def get_class_attributes(cls): """Return a generator for class attributes' names and value. This method strict relies on the PEP 520 (Preserving Class Attribute Definition Order), implemented on Python 3.6. So, if this behaviour changes this whole lib can loose its functionality (since ...	[ "def", "get_class_attributes", "(", "cls", ")", ":", "#: see this method docstring for a important notice about the use of", "#: cls.__dict__", "for", "name", ",", "value", "in", "cls", ".", "__dict__", ".", "items", "(", ")", ":", "# gets only our (kytos) attributes. this ...	43.538462	0.001729
async def close(self): '''Close any of open connections''' if self._ws is not None: await self._ws.close() if self.polygon is not None: await self.polygon.close()	[ "async", "def", "close", "(", "self", ")", ":", "if", "self", ".", "_ws", "is", "not", "None", ":", "await", "self", ".", "_ws", ".", "close", "(", ")", "if", "self", ".", "polygon", "is", "not", "None", ":", "await", "self", ".", "polygon", ".",...	34.166667	0.009524
def _connect_control_flow_node(control_flow_node, next_node): """Connect a ControlFlowNode properly to the next_node.""" for last in control_flow_node.last_nodes: if isinstance(next_node, ControlFlowNode): last.connect(next_node.test) # connect to next if test case elif isinstance(n...	[ "def", "_connect_control_flow_node", "(", "control_flow_node", ",", "next_node", ")", ":", "for", "last", "in", "control_flow_node", ".", "last_nodes", ":", "if", "isinstance", "(", "next_node", ",", "ControlFlowNode", ")", ":", "last", ".", "connect", "(", "nex...	50.636364	0.001764
def random_size_crop(src, size, min_area=0.25, ratio=(3.0/4.0, 4.0/3.0)): """Randomly crop src with size. Randomize area and aspect ratio""" h, w, _ = src.shape area = wh for _ in range(10): new_area = random.uniform(min_area, 1.0) area new_ratio = random.uniform(*ratio) new_w...	[ "def", "random_size_crop", "(", "src", ",", "size", ",", "min_area", "=", "0.25", ",", "ratio", "=", "(", "3.0", "/", "4.0", ",", "4.0", "/", "3.0", ")", ")", ":", "h", ",", "w", ",", "_", "=", "src", ".", "shape", "area", "=", "w", "*", "h",...	31.521739	0.001339
def num_signups(self): """How many people have signed up?""" return EighthSignup.objects.filter(scheduled_activity__block=self, user__in=User.objects.get_students()).count()	[ "def", "num_signups", "(", "self", ")", ":", "return", "EighthSignup", ".", "objects", ".", "filter", "(", "scheduled_activity__block", "=", "self", ",", "user__in", "=", "User", ".", "objects", ".", "get_students", "(", ")", ")", ".", "count", "(", ")" ]	62.333333	0.015873
def metadataURL(self, value): """gets/sets the public metadata url""" if value != self._metadataURL: self._metadataURL = value self._metaFS = None	[ "def", "metadataURL", "(", "self", ",", "value", ")", ":", "if", "value", "!=", "self", ".", "_metadataURL", ":", "self", ".", "_metadataURL", "=", "value", "self", ".", "_metaFS", "=", "None" ]	36.4	0.010753
def create_search_index(self, index, schema=None, n_val=None, timeout=None): """ Create a Solr search index for Yokozuna. :param index: a name of a yz index :type index: string :param schema: XML of Solr schema :type schema: string :pa...	[ "def", "create_search_index", "(", "self", ",", "index", ",", "schema", "=", "None", ",", "n_val", "=", "None", ",", "timeout", "=", "None", ")", ":", "if", "not", "self", ".", "yz_wm_index", ":", "raise", "NotImplementedError", "(", "\"Search 2.0 administra...	32.594595	0.002415
def extract(self, file_obj, extractOnly=True, handler='update/extract', **kwargs): """ POSTs a file to the Solr ExtractingRequestHandler so rich content can be processed using Apache Tika. See the Solr wiki for details: http://wiki.apache.org/solr/ExtractingRequestHandler T...	[ "def", "extract", "(", "self", ",", "file_obj", ",", "extractOnly", "=", "True", ",", "handler", "=", "'update/extract'", ",", "", "", "kwargs", ")", ":", "if", "not", "hasattr", "(", "file_obj", ",", "\"name\"", ")", ":", "raise", "ValueError", "(", ...	40.5	0.001555
def bind(self, lan): """bind to a LAN.""" if _debug: Node._debug("bind %r", lan) lan.add_node(self)	[ "def", "bind", "(", "self", ",", "lan", ")", ":", "if", "_debug", ":", "Node", ".", "_debug", "(", "\"bind %r\"", ",", "lan", ")", "lan", ".", "add_node", "(", "self", ")" ]	24	0.024194
def get(key, default=None): """ Searches os.environ. If a key is found try evaluating its type else; return the string. returns: k->value (type as defined by ast.literal_eval) """ try: # Attempt to evaluate into python literal return ast.literal_eval(os.environ.get(k...	[ "def", "get", "(", "key", ",", "default", "=", "None", ")", ":", "try", ":", "# Attempt to evaluate into python literal", "return", "ast", ".", "literal_eval", "(", "os", ".", "environ", ".", "get", "(", "key", ".", "upper", "(", ")", ",", "default", ")"...	35	0.00232
def make_step( net, step_size = 1.5, end = "inception_4c/output", jitter = 32, clip = True, objective = objective_L2 ): ''' basic gradient ascent step ''' src = net.blobs["data"] dst = net.blobs[end] ox, oy = np.random.randint(- jitter, jitter + 1, 2)...	[ "def", "make_step", "(", "net", ",", "step_size", "=", "1.5", ",", "end", "=", "\"inception_4c/output\"", ",", "jitter", "=", "32", ",", "clip", "=", "True", ",", "objective", "=", "objective_L2", ")", ":", "src", "=", "net", ".", "blobs", "[", "\"data...	26.40625	0.023973
def ReadPathInfoHistory(self, client_id, path_type, components): """Reads a collection of hash and stat entry for given path. Args: client_id: An identifier string for a client. path_type: A type of a path to retrieve path history for. components: A tuple of path components corresponding to p...	[ "def", "ReadPathInfoHistory", "(", "self", ",", "client_id", ",", "path_type", ",", "components", ")", ":", "histories", "=", "self", ".", "ReadPathInfosHistories", "(", "client_id", ",", "path_type", ",", "[", "components", "]", ")", "return", "histories", "[...	40.142857	0.001739
def is_valid_export_dir(self): """ export_dir={export_dir} must refer to a directory, and the user must have the permission to write on it. """ if self.export_dir and not os.path.isabs(self.export_dir): self.export_dir = os.path.normpath( os.path.join(...	[ "def", "is_valid_export_dir", "(", "self", ")", ":", "if", "self", ".", "export_dir", "and", "not", "os", ".", "path", ".", "isabs", "(", "self", ".", "export_dir", ")", ":", "self", ".", "export_dir", "=", "os", ".", "path", ".", "normpath", "(", "o...	42.095238	0.002212
def newDocNodeEatName(self, doc, name, content): """Creation of a new node element within a document. @ns and @content are optional (None). NOTE: @content is supposed to be a piece of XML CDATA, so it allow entities references, but XML special chars need to be escaped first by usin...	[ "def", "newDocNodeEatName", "(", "self", ",", "doc", ",", "name", ",", "content", ")", ":", "if", "doc", "is", "None", ":", "doc__o", "=", "None", "else", ":", "doc__o", "=", "doc", ".", "_o", "ret", "=", "libxml2mod", ".", "xmlNewDocNodeEatName", "(",...	53.538462	0.008475
def color_code(self, fore=None, back=None, style=None): """ Return the codes for this style/colors. """ # Map from style type to raw code formatter function. colorcodes = [] resetcodes = [] userstyles = {'style': style, 'back': back, 'fore': fore} for stype in userstyles:...	[ "def", "color_code", "(", "self", ",", "fore", "=", "None", ",", "back", "=", "None", ",", "style", "=", "None", ")", ":", "# Map from style type to raw code formatter function.", "colorcodes", "=", "[", "]", "resetcodes", "=", "[", "]", "userstyles", "=", "...	44.909091	0.001982
def _sample(self, maxIter=1000, c1=1.193, c2=1.193, lookback = 0.25, standard_dev = None): """ Launches the PSO. Yields the complete swarm per iteration :param maxIter: maximum iterations :param c1: cognitive weight :param c2: social weight :param lookback: percentange o...	[ "def", "_sample", "(", "self", ",", "maxIter", "=", "1000", ",", "c1", "=", "1.193", ",", "c2", "=", "1.193", ",", "lookback", "=", "0.25", ",", "standard_dev", "=", "None", ")", ":", "self", ".", "_get_fitness", "(", "self", ".", "swarm", ")", "i"...	36.056604	0.008151
def id_pools_vmac_ranges(self): """ Gets the IdPoolsRanges API Client for VMAC Ranges. Returns: IdPoolsRanges: """ if not self.__id_pools_vmac_ranges: self.__id_pools_vmac_ranges = IdPoolsRanges('vmac', self.__connection) return self.__id_pools_vm...	[ "def", "id_pools_vmac_ranges", "(", "self", ")", ":", "if", "not", "self", ".", "__id_pools_vmac_ranges", ":", "self", ".", "__id_pools_vmac_ranges", "=", "IdPoolsRanges", "(", "'vmac'", ",", "self", ".", "__connection", ")", "return", "self", ".", "__id_pools_v...	32	0.009119
def _get_sleep(self, poller, timeout, block, rsock, wsock, cookie): """ When a result is not immediately available, sleep waiting for :meth:`put` to write a byte to our socket pair. """ _vv and IOLOG.debug( '%r._get_sleep(timeout=%r, block=%r, rfd=%d, wfd=%d)', ...	[ "def", "_get_sleep", "(", "self", ",", "poller", ",", "timeout", ",", "block", ",", "rsock", ",", "wsock", ",", "cookie", ")", ":", "_vv", "and", "IOLOG", ".", "debug", "(", "'%r._get_sleep(timeout=%r, block=%r, rfd=%d, wfd=%d)'", ",", "self", ",", "timeout", ...	33.52381	0.00207
def radio_calibration_send(self, aileron, elevator, rudder, gyro, pitch, throttle, force_mavlink1=False): ''' Complete set of calibration parameters for the radio aileron : Aileron setpoints: left, center, right (uint16_t) elevator ...	[ "def", "radio_calibration_send", "(", "self", ",", "aileron", ",", "elevator", ",", "rudder", ",", "gyro", ",", "pitch", ",", "throttle", ",", "force_mavlink1", "=", "False", ")", ":", "return", "self", ".", "send", "(", "self", ".", "radio_calibration_encod...	72.230769	0.010515
def add_search_index_criteria(prepend=False): """ Add the search criteria used when calling :meth:`register() <cqparts.search.register>` on a :class:`Component <cqparts.Component>` as a table to the docstring. This is only intended to be used with sphinx autodoc. In your sphinx ``config.py``...	[ "def", "add_search_index_criteria", "(", "prepend", "=", "False", ")", ":", "from", ".", ".", "search", "import", "class_criteria", "from", ".", ".", "import", "Component", "COLUMN_INFO", "=", "[", "# (<title>, <width>, <method>),", "(", "'Key'", ",", "50", ",",...	33.634146	0.002113
def argunique(items, key=None): """ Returns indices corresponding to the first instance of each unique item. Args: items (Sequence): indexable collection of items key (Callable, optional): custom normalization function. If specified returns items where `key(item)` is unique. ...	[ "def", "argunique", "(", "items", ",", "key", "=", "None", ")", ":", "# yield from unique(range(len(items)), key=lambda i: items[i])", "if", "key", "is", "None", ":", "return", "unique", "(", "range", "(", "len", "(", "items", ")", ")", ",", "key", "=", "lam...	33.84	0.001149
def close(self): """Shutdown and free all resources.""" for controller in self._controllers: controller.quit() self._controllers = [] for process in self._processes: process.close() self._processes = [] portspicker.return_ports(self._lan_ports) self._lan_ports = []	[ "def", "close", "(", "self", ")", ":", "for", "controller", "in", "self", ".", "_controllers", ":", "controller", ".", "quit", "(", ")", "self", ".", "_controllers", "=", "[", "]", "for", "process", "in", "self", ".", "_processes", ":", "process", ".",...	24.666667	0.009772
def reload(self, client=None): """Reload properties from Cloud Storage. If :attr:`user_project` is set, bills the API request to that project. :type client: :class:`~google.cloud.storage.client.Client` or ``NoneType`` :param client: the client to use. If not pass...	[ "def", "reload", "(", "self", ",", "client", "=", "None", ")", ":", "client", "=", "self", ".", "_require_client", "(", "client", ")", "query_params", "=", "self", ".", "_query_params", "# Pass only '?projection=noAcl' here because 'acl' and related", "# are handled v...	40.217391	0.002112
def make_job( name: str = '', run_name: str = '', num_tasks: int = 1, install_script: str = '', instance_type: str = '', image_name: str = '', create_resources=True, **kwargs) -> Job: """ Args: create_resources: if True, will create resources if ne...	[ "def", "make_job", "(", "name", ":", "str", "=", "''", ",", "run_name", ":", "str", "=", "''", ",", "num_tasks", ":", "int", "=", "1", ",", "install_script", ":", "str", "=", "''", ",", "instance_type", ":", "str", "=", "''", ",", "image_name", ":"...	34.225	0.012425
def copy(self): """ Return a new instance of this gene with the same DNA. """ return type(self)(self.dna, suppressed=self.suppressed, name=self.name)	[ "def", "copy", "(", "self", ")", ":", "return", "type", "(", "self", ")", "(", "self", ".", "dna", ",", "suppressed", "=", "self", ".", "suppressed", ",", "name", "=", "self", ".", "name", ")" ]	54.333333	0.012121
def simxSetBooleanParameter(clientID, paramIdentifier, paramValue, operationMode): ''' Please have a look at the function description/documentation in the V-REP user manual ''' return c_SetBooleanParameter(clientID, paramIdentifier, paramValue, operationMode)	[ "def", "simxSetBooleanParameter", "(", "clientID", ",", "paramIdentifier", ",", "paramValue", ",", "operationMode", ")", ":", "return", "c_SetBooleanParameter", "(", "clientID", ",", "paramIdentifier", ",", "paramValue", ",", "operationMode", ")" ]	45.166667	0.014493
def p_if_statement_woelse(self, p): 'if_statement : IF LPAREN cond RPAREN true_statement' p[0] = IfStatement(p[3], p[5], None, lineno=p.lineno(1)) p.set_lineno(0, p.lineno(1))	[ "def", "p_if_statement_woelse", "(", "self", ",", "p", ")", ":", "p", "[", "0", "]", "=", "IfStatement", "(", "p", "[", "3", "]", ",", "p", "[", "5", "]", ",", "None", ",", "lineno", "=", "p", ".", "lineno", "(", "1", ")", ")", "p", ".", "s...	49	0.01005
def streaming_bulk(self, actions, chunk_size=500, max_chunk_bytes=100 * 1024 * 1024, raise_on_error=True, expand_action_callback=ActionParser.expand_action, raise_on_exception=True, **kwargs): """ Streaming bulk consumes actions from the iterable passed in a...	[ "def", "streaming_bulk", "(", "self", ",", "actions", ",", "chunk_size", "=", "500", ",", "max_chunk_bytes", "=", "100", "", "1024", "", "1024", ",", "raise_on_error", "=", "True", ",", "expand_action_callback", "=", "ActionParser", ".", "expand_action", ","...	69	0.008701
def _init_client(self, from_archive=False): """Init client""" return DockerHubClient(archive=self.archive, from_archive=from_archive)	[ "def", "_init_client", "(", "self", ",", "from_archive", "=", "False", ")", ":", "return", "DockerHubClient", "(", "archive", "=", "self", ".", "archive", ",", "from_archive", "=", "from_archive", ")" ]	36.75	0.013333
def parity(num: int) -> int: """Return the parity of a non-negative integer. For example, here are the parities of the first ten integers: >>> [parity(n) for n in range(10)] [0, 1, 1, 0, 1, 0, 0, 1, 1, 0] This function is undefined for negative integers: >>> parity(-1) Traceback (most re...	[ "def", "parity", "(", "num", ":", "int", ")", "->", "int", ":", "if", "num", "<", "0", ":", "raise", "ValueError", "(", "\"expected num >= 0\"", ")", "par", "=", "0", "while", "num", ":", "par", "^=", "(", "num", "&", "1", ")", "num", ">>=", "1",...	23.454545	0.001862
def round(self, decimals=0, args, *kwargs): """ Round each value in a Series to the given number of decimals. Parameters ---------- decimals : int Number of decimal places to round to (default: 0). If decimals is negative, it specifies the number of ...	[ "def", "round", "(", "self", ",", "decimals", "=", "0", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "nv", ".", "validate_round", "(", "args", ",", "kwargs", ")", "result", "=", "com", ".", "values_from_object", "(", "self", ")", ".", "roun...	27.457143	0.00201
def fetch_by_uuid(uuid): """ Serve publications by UUID. """ # fetch all - private and public - publications all_pubs = [ pub for pub in search_publications(DBPublication(uuid=uuid)) ] if not all_pubs: abort(404, "Dokument s UUID '%s' není dostupný." % (uuid)) p...	[ "def", "fetch_by_uuid", "(", "uuid", ")", ":", "# fetch all - private and public - publications", "all_pubs", "=", "[", "pub", "for", "pub", "in", "search_publications", "(", "DBPublication", "(", "uuid", "=", "uuid", ")", ")", "]", "if", "not", "all_pubs", ":",...	27.982759	0.000595
def up(self): """ Move this object up one position. """ self.swap(self.get_ordering_queryset().filter(order__lt=self.order).order_by('-order'))	[ "def", "up", "(", "self", ")", ":", "self", ".", "swap", "(", "self", ".", "get_ordering_queryset", "(", ")", ".", "filter", "(", "order__lt", "=", "self", ".", "order", ")", ".", "order_by", "(", "'-order'", ")", ")" ]	34.2	0.017143
def _put_or_post_json(self, method, url, data): """ urlencodes the data and PUTs it to the url the response is parsed as JSON and the resulting data type is returned """ if self.parsed_endpoint.scheme == 'https': conn = httplib.HTTPSConnection(self.parsed_endpoint.net...	[ "def", "_put_or_post_json", "(", "self", ",", "method", ",", "url", ",", "data", ")", ":", "if", "self", ".", "parsed_endpoint", ".", "scheme", "==", "'https'", ":", "conn", "=", "httplib", ".", "HTTPSConnection", "(", "self", ".", "parsed_endpoint", ".", ...	42.47619	0.002193
def list_set_bits(r, expected_length): """Return list of positions of bits set to one in given data. This method is used to read e.g. violated zones. They are marked by ones on respective bit positions - as per Satel manual. """ set_bit_numbers = [] bit_index = 0x1 assert (len(r) == expecte...	[ "def", "list_set_bits", "(", "r", ",", "expected_length", ")", ":", "set_bit_numbers", "=", "[", "]", "bit_index", "=", "0x1", "assert", "(", "len", "(", "r", ")", "==", "expected_length", "+", "1", ")", "for", "b", "in", "r", "[", "1", ":", "]", "...	29.764706	0.001916
def escape_markdown(text, *, as_needed=False, ignore_links=True): r"""A helper function that escapes Discord's markdown. Parameters ----------- text: :class:`str` The text to escape markdown from. as_needed: :class:`bool` Whether to escape the markdown characters as needed. This ...	[ "def", "escape_markdown", "(", "text", ",", "", ",", "as_needed", "=", "False", ",", "ignore_links", "=", "True", ")", ":", "if", "not", "as_needed", ":", "url_regex", "=", "r'(?P<url>(?:https?\|steam)://(?:-\\.)?(?:[^\\s/?\\.#-]+\\.?)+(?:/[^\\s])?)'", "def", "replac...	38.536585	0.001852
def sign(pkey, data, digest): """ Sign a data string using the given key and message digest. :param pkey: PKey to sign with :param data: data to be signed :param digest: message digest to use :return: signature .. versionadded:: 0.11 """ data = _text_to_bytes_and_warn("data", data)...	[ "def", "sign", "(", "pkey", ",", "data", ",", "digest", ")", ":", "data", "=", "_text_to_bytes_and_warn", "(", "\"data\"", ",", "data", ")", "digest_obj", "=", "_lib", ".", "EVP_get_digestbyname", "(", "_byte_string", "(", "digest", ")", ")", "if", "digest...	32.375	0.000937
def init_config(self, kw): """ Get a configuration object for this type of YubiKey. """ return YubiKeyConfigUSBHID(ykver=self.version_num(), \ capabilities = self.capabilities, \ kw)	[ "def", "init_config", "(", "self", ",", "", "", "kw", ")", ":", "return", "YubiKeyConfigUSBHID", "(", "ykver", "=", "self", ".", "version_num", "(", ")", ",", "capabilities", "=", "self", ".", "capabilities", ",", "", "", "kw", ")" ]	55.2	0.028571
def render(self, total=False, transpose=False, style=False): """Render the HTMTL table of the chart. `total` can be specified to include data sums `transpose` make labels becomes columns `style` include scoped style for the table """ self.chart.setup() ln = self...	[ "def", "render", "(", "self", ",", "total", "=", "False", ",", "transpose", "=", "False", ",", "style", "=", "False", ")", ":", "self", ".", "chart", ".", "setup", "(", ")", "ln", "=", "self", ".", "chart", ".", "_len", "html", "=", "HTML", "(", ...	29.448276	0.00068
def HandleFilterMaxComponentLimit(handle, lfilter): """ Method checks the filter count and if the filter count exceeds the maxComponents(number of filters), then the given filter objects get distributed among small groups and then again binded together in complex filters(like and , or) so that the count of filt...	[ "def", "HandleFilterMaxComponentLimit", "(", "handle", ",", "lfilter", ")", ":", "from", "Ucs", "import", "AndFilter", ",", "OrFilter", ",", "AbstractFilter", "maxComponents", "=", "10", "if", "(", "(", "lfilter", "==", "None", ")", "or", "(", "lfilter", "."...	37.538462	0.029294
def is_already_running(self): """Return True if lock exists and has not timed out.""" date_done = (self.restore_group(self.task_identifier) or dict()).get('date_done') if not date_done: return False difference = datetime.utcnow() - date_done return difference < timede...	[ "def", "is_already_running", "(", "self", ")", ":", "date_done", "=", "(", "self", ".", "restore_group", "(", "self", ".", "task_identifier", ")", "or", "dict", "(", ")", ")", ".", "get", "(", "'date_done'", ")", "if", "not", "date_done", ":", "return", ...	48.428571	0.008696
def p_param_substitution(self, p): 'param_substitution : ID EQUALS rvalue' p[0] = (p[1], p[3]) p.set_lineno(0, p.lineno(1))	[ "def", "p_param_substitution", "(", "self", ",", "p", ")", ":", "p", "[", "0", "]", "=", "(", "p", "[", "1", "]", ",", "p", "[", "3", "]", ")", "p", ".", "set_lineno", "(", "0", ",", "p", ".", "lineno", "(", "1", ")", ")" ]	36	0.013605
def huffman(freq): """Huffman code :param freq: dictionary with frequencies for each item :returns: dictionary with binary code string for each item :complexity: O(n log n) """ h = [] for a in freq: heappush(h, (freq[a], a)) while len(h) > 1: (fl, l) = heappop(h) ...	[ "def", "huffman", "(", "freq", ")", ":", "h", "=", "[", "]", "for", "a", "in", "freq", ":", "heappush", "(", "h", ",", "(", "freq", "[", "a", "]", ",", "a", ")", ")", "while", "len", "(", "h", ")", ">", "1", ":", "(", "fl", ",", "l", ")...	24.764706	0.002288
def get_package_data(): """Include all files from all sub-directories""" package_data = dict() package_data['PyQt5'] = list() for subdir in ("doc/", "examples/", "include/", "mkspecs/", "plugins/", "qml/", "qsci/", "sip/", "translations/", "uic/"): abspath ...	[ "def", "get_package_data", "(", ")", ":", "package_data", "=", "dict", "(", ")", "package_data", "[", "'PyQt5'", "]", "=", "list", "(", ")", "for", "subdir", "in", "(", "\"doc/\"", ",", "\"examples/\"", ",", "\"include/\"", ",", "\"mkspecs/\"", ",", "\"plu...	39.958333	0.001018
def encipher_shift(plaintext, plain_vocab, shift): """Encrypt plain text with a single shift layer. Args: plaintext (list of list of Strings): a list of plain text to encrypt. plain_vocab (list of Integer): unique vocabularies being used. shift (Integer): number of shift, shift to the right if shift is...	[ "def", "encipher_shift", "(", "plaintext", ",", "plain_vocab", ",", "shift", ")", ":", "ciphertext", "=", "[", "]", "cipher", "=", "ShiftEncryptionLayer", "(", "plain_vocab", ",", "shift", ")", "for", "_", ",", "sentence", "in", "enumerate", "(", "plaintext"...	34.809524	0.010652
def delete_object(cache, template, indexes): """Delete an object in Redis using a pipeline. Deletes all fields defined by the template. Arguments: template: a dictionary containg the keys for the object and template strings for the corresponding redis keys. The template str...	[ "def", "delete_object", "(", "cache", ",", "template", ",", "indexes", ")", ":", "with", "cache", "as", "redis_connection", ":", "pipe", "=", "redis_connection", ".", "pipeline", "(", ")", "for", "key", "in", "set", "(", "template", ".", "keys", "(", ")"...	29.4	0.001098
def strip_cdata(text): """Removes all CDATA blocks from `text` if it contains them. Note: If the function contains escaped XML characters outside of a CDATA block, they will be unescaped. Args: A string containing one or more CDATA blocks. Returns: An XML unescaped str...	[ "def", "strip_cdata", "(", "text", ")", ":", "if", "not", "is_cdata", "(", "text", ")", ":", "return", "text", "xml", "=", "\"<e>{0}</e>\"", ".", "format", "(", "text", ")", "node", "=", "etree", ".", "fromstring", "(", "xml", ")", "return", "node", ...	24.4	0.001972
def get_shiftfile_row(self): """ Return the information for a shiftfile for this image to provide compatability with the IRAF-based MultiDrizzle. """ if self.fit is not None: rowstr = '%s %0.6f %0.6f %0.6f %0.6f %0.6f %0.6f\n'%( self.name...	[ "def", "get_shiftfile_row", "(", "self", ")", ":", "if", "self", ".", "fit", "is", "not", "None", ":", "rowstr", "=", "'%s %0.6f %0.6f %0.6f %0.6f %0.6f %0.6f\\n'", "%", "(", "self", ".", "name", ",", "self", ".", "fit", "[", "'offset'", "]", "...	44.416667	0.012868
def MakeDeployableBinary(self, template_path, output_path): """This will add the config to the client template.""" context = self.context + ["Client Context"] utils.EnsureDirExists(os.path.dirname(output_path)) client_config_data = self.GetClientConfig(context) shutil.copyfile(template_path, output...	[ "def", "MakeDeployableBinary", "(", "self", ",", "template_path", ",", "output_path", ")", ":", "context", "=", "self", ".", "context", "+", "[", "\"Client Context\"", "]", "utils", ".", "EnsureDirExists", "(", "os", ".", "path", ".", "dirname", "(", "output...	43.333333	0.001883
def get_line(thing): """ Get the line number for something. Parameters ---------- thing : function, class, module Returns ------- int Line number in the source file """ try: return inspect.getsourcelines(thing)[1] except TypeError: # Might be a proper...	[ "def", "get_line", "(", "thing", ")", ":", "try", ":", "return", "inspect", ".", "getsourcelines", "(", "thing", ")", "[", "1", "]", "except", "TypeError", ":", "# Might be a property", "return", "inspect", ".", "getsourcelines", "(", "thing", ".", "fget", ...	21.1	0.002268
def model_data(self): """str: The model location in S3. Only set if Estimator has been ``fit()``.""" if self.latest_training_job is not None: model_uri = self.sagemaker_session.sagemaker_client.describe_training_job( TrainingJobName=self.latest_training_job.name)['ModelArtifa...	[ "def", "model_data", "(", "self", ")", ":", "if", "self", ".", "latest_training_job", "is", "not", "None", ":", "model_uri", "=", "self", ".", "sagemaker_session", ".", "sagemaker_client", ".", "describe_training_job", "(", "TrainingJobName", "=", "self", ".", ...	61.636364	0.011628
def extendable(network, args, line_max): """ Function that sets selected components extendable 'network' for all lines, links and transformers 'german_network' for all lines, links and transformers located in Germany 'foreign_network' for all foreign lines, links and transformers 'transformers...	[ "def", "extendable", "(", "network", ",", "args", ",", "line_max", ")", ":", "if", "'network'", "in", "args", "[", "'extendable'", "]", ":", "network", ".", "lines", ".", "s_nom_extendable", "=", "True", "network", ".", "lines", ".", "s_nom_min", "=", "n...	43.841584	0.008244
def init(device_id=None, random_seed=None): """Initialize Hebel. This function creates a CUDA context, CUBLAS context and initializes and seeds the pseudo-random number generator. Parameters: device_id : integer, optional The ID of the GPU device to use. If this is omitted, PyCUDA...	[ "def", "init", "(", "device_id", "=", "None", ",", "random_seed", "=", "None", ")", ":", "if", "device_id", "is", "None", ":", "random_seed", "=", "_os", ".", "environ", ".", "get", "(", "'CUDA_DEVICE'", ")", "if", "random_seed", "is", "None", ":", "ra...	30.583333	0.00198
def transitivity_bu(A): ''' Transitivity is the ratio of 'triangles to triplets' in the network. (A classical version of the clustering coefficient). Parameters ---------- A : NxN np.ndarray binary undirected connection matrix Returns ------- T : float transitivity ...	[ "def", "transitivity_bu", "(", "A", ")", ":", "tri3", "=", "np", ".", "trace", "(", "np", ".", "dot", "(", "A", ",", "np", ".", "dot", "(", "A", ",", "A", ")", ")", ")", "tri2", "=", "np", ".", "sum", "(", "np", ".", "dot", "(", "A", ",",...	24.555556	0.002179
def output_redirect(stdout, stderr): """ thread safe redirect of stdout and stderr :param stdout: :param stderr: :return: """ import sys import threading if not redirect: originals = (sys.stdout.write, sys.stderr.write) class Logger: def __init__(self, fun): self.buffer = "" ...	[ "def", "output_redirect", "(", "stdout", ",", "stderr", ")", ":", "import", "sys", "import", "threading", "if", "not", "redirect", ":", "originals", "=", "(", "sys", ".", "stdout", ".", "write", ",", "sys", ".", "stderr", ".", "write", ")", "class", "L...	26.552239	0.013008
def clip_eta(eta, ord, eps): """ PyTorch implementation of the clip_eta in utils_tf. :param eta: Tensor :param ord: np.inf, 1, or 2 :param eps: float """ if ord not in [np.inf, 1, 2]: raise ValueError('ord must be np.inf, 1, or 2.') avoid_zero_div = torch.tensor(1e-12, dtype=eta.dtype, device=eta....	[ "def", "clip_eta", "(", "eta", ",", "ord", ",", "eps", ")", ":", "if", "ord", "not", "in", "[", "np", ".", "inf", ",", "1", ",", "2", "]", ":", "raise", "ValueError", "(", "'ord must be np.inf, 1, or 2.'", ")", "avoid_zero_div", "=", "torch", ".", "t...	27	0.012618
def get_table(table, table_file, path=None, target=None, key=None, key_items=None, filters=None, template_args=None): ''' Retrieve data from a Junos device using Tables/Views table (required) Name of PyEZ Table table_file (required) YAML file that has the table specified ...	[ "def", "get_table", "(", "table", ",", "table_file", ",", "path", "=", "None", ",", "target", "=", "None", ",", "key", "=", "None", ",", "key_items", "=", "None", ",", "filters", "=", "None", ",", "template_args", "=", "None", ")", ":", "conn", "=", ...	35.723214	0.001459
def main(): """The entrypoint for the hairball command installed via setup.py.""" description = ('PATH can be either the path to a scratch file, or a ' 'directory containing scratch files. Multiple PATH ' 'arguments can be provided.') parser = OptionParser(usage='%prog ...	[ "def", "main", "(", ")", ":", "description", "=", "(", "'PATH can be either the path to a scratch file, or a '", "'directory containing scratch files. Multiple PATH '", "'arguments can be provided.'", ")", "parser", "=", "OptionParser", "(", "usage", "=", "'%prog -p PLUGIN_NAME [...	51.954545	0.000429
def save_thumbnail(image_path_template, src_file, file_conf, gallery_conf): """Generate and Save the thumbnail image Parameters ---------- image_path_template : str holds the template where to save and how to name the image src_file : str path to source python file gallery_conf ...	[ "def", "save_thumbnail", "(", "image_path_template", ",", "src_file", ",", "file_conf", ",", "gallery_conf", ")", ":", "# read specification of the figure to display as thumbnail from main text", "thumbnail_number", "=", "file_conf", ".", "get", "(", "'thumbnail_number'", ","...	39.883721	0.000569
def setdict(self, D=None, B=None): """Set dictionary array.""" if D is not None: self.D = np.asarray(D, dtype=self.dtype) if B is not None: self.B = np.asarray(B, dtype=self.dtype) if B is not None or not hasattr(self, 'Gamma'): self.Gamma, self.Q = ...	[ "def", "setdict", "(", "self", ",", "D", "=", "None", ",", "B", "=", "None", ")", ":", "if", "D", "is", "not", "None", ":", "self", ".", "D", "=", "np", ".", "asarray", "(", "D", ",", "dtype", "=", "self", ".", "dtype", ")", "if", "B", "is"...	36.428571	0.00191
def _unquote(string): """remove optional quotes (simple or double) from the string :type string: str or unicode :param string: an optionally quoted string :rtype: str or unicode :return: the unquoted string (or the input string if it wasn't quoted) """ if not string: return string ...	[ "def", "_unquote", "(", "string", ")", ":", "if", "not", "string", ":", "return", "string", "if", "string", "[", "0", "]", "in", "\"\\\"'\"", ":", "string", "=", "string", "[", "1", ":", "]", "if", "string", "[", "-", "1", "]", "in", "\"\\\"'\"", ...	27.125	0.002227
async def _set_annotations(entity_tag, annotations, connection): """Set annotations on the specified entity. :param annotations map[string]string: the annotations as key/value pairs. """ # TODO: ensure annotations is dict with only string keys # and values. log.debug('Updating annotatio...	[ "async", "def", "_set_annotations", "(", "entity_tag", ",", "annotations", ",", "connection", ")", ":", "# TODO: ensure annotations is dict with only string keys", "# and values.", "log", ".", "debug", "(", "'Updating annotations on %s'", ",", "entity_tag", ")", "facade", ...	35.533333	0.001828
def get_dashboard_tags(self, id, **kwargs): # noqa: E501 """Get all tags associated with a specific dashboard # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api....	[ "def", "get_dashboard_tags", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "get_dashb...	42.571429	0.002188
def start_transaction(self, sort, address, price=None, data=None, caller=None, value=0, gas=2300): """ Initiate a transaction :param sort: the type of transaction. CREATE or CALL or DELEGATECALL :param address: the address of the account which owns the code that is executing. :pa...	[ "def", "start_transaction", "(", "self", ",", "sort", ",", "address", ",", "price", "=", "None", ",", "data", "=", "None", ",", "caller", "=", "None", ",", "value", "=", "0", ",", "gas", "=", "2300", ")", ":", "assert", "self", ".", "_pending_transac...	76.142857	0.008341
def uncomment_or_update_or_append_line(filename, prefix, new_line, comment='#', keep_backup=True): '''Remove the comment of an commented out line and make the line "active". If such an commented out line not exists it would be appended. ''' return uua_local(filena...	[ "def", "uncomment_or_update_or_append_line", "(", "filename", ",", "prefix", ",", "new_line", ",", "comment", "=", "'#'", ",", "keep_backup", "=", "True", ")", ":", "return", "uua_local", "(", "filename", ",", "prefix", ",", "new_line", ",", "comment", ",", ...	52.75	0.002331
def later(periods=10.0, precision=2.0, offset=0.0, check_interval=0.1, only_run_once=True): """ 注意:会阻塞程序运行, 如果后台运行, 请放置于线程中这个会阻塞程序运行, 如果不是这个目的, 请确保待装饰程序以线程方式运行 * periods 是正常提供的参数, 如 10s, 则函数每10s 运行一次 * precision 精度, * 如3s, 则 0~3s 内都可以触发运行 * 如果是0s, 则函数可在 ```sleep check_interva...	[ "def", "later", "(", "periods", "=", "10.0", ",", "precision", "=", "2.0", ",", "offset", "=", "0.0", ",", "check_interval", "=", "0.1", ",", "only_run_once", "=", "True", ")", ":", "def", "dec_fn", "(", "fn", ")", ":", "@", "wraps", "(", "fn", ")"...	30.605634	0.000892
def _get_arguments_for_execution(self, function_name, serialized_args): """Retrieve the arguments for the remote function. This retrieves the values for the arguments to the remote function that were passed in as object IDs. Arguments that were passed by value are not changed. This is c...	[ "def", "_get_arguments_for_execution", "(", "self", ",", "function_name", ",", "serialized_args", ")", ":", "arguments", "=", "[", "]", "for", "(", "i", ",", "arg", ")", "in", "enumerate", "(", "serialized_args", ")", ":", "if", "isinstance", "(", "arg", "...	39.694444	0.001366
def from_linearized(first, second, intersections): """Determine curve-curve intersection from pair of linearizations. .. note:: This assumes that at least one of ``first`` and ``second`` is not a line. The line-line case should be handled "early" by :func:`check_lines`. .. note:: ...	[ "def", "from_linearized", "(", "first", ",", "second", ",", "intersections", ")", ":", "# NOTE: There is no corresponding \"enable\", but the disable only applies", "# in this lexical scope.", "# pylint: disable=too-many-return-statements", "s", ",", "t", ",", "success", "=...	36.75	0.000368
def beta(self): """ The result :math:`\\beta` of the linear least squares """ if self._beta is None: # This is the linear least squares matrix formalism self._beta = _np.dot(_np.linalg.pinv(self.X) , self.y) return self._beta	[ "def", "beta", "(", "self", ")", ":", "if", "self", ".", "_beta", "is", "None", ":", "# This is the linear least squares matrix formalism", "self", ".", "_beta", "=", "_np", ".", "dot", "(", "_np", ".", "linalg", ".", "pinv", "(", "self", ".", "X", ")", ...	35.25	0.010381
def main(): """The main function. These are the steps performed for the data clean up: 1. Prints the version number. 2. Reads the configuration file (:py:func:`read_config_file`). 3. Creates a new directory with ``data_clean_up`` as prefix and the date and time as suffix. 4. Check the i...	[ "def", "main", "(", ")", ":", "# Getting and checking the options", "args", "=", "parse_args", "(", ")", "check_args", "(", "args", ")", "# The directory name", "dirname", "=", "\"data_clean_up.\"", "dirname", "+=", "datetime", ".", "datetime", ".", "today", "(", ...	36.80203	0.000134
def assignee(self): """ \| Comment: The id of the assignee if the field is visible to end users """ if self.api and self.assignee_id: return self.api._get_user(self.assignee_id)	[ "def", "assignee", "(", "self", ")", ":", "if", "self", ".", "api", "and", "self", ".", "assignee_id", ":", "return", "self", ".", "api", ".", "_get_user", "(", "self", ".", "assignee_id", ")" ]	36	0.00905
def get(cls, label='default', path=None): """Read a server configuration from a configuration file. This method extends :meth:`nailgun.config.BaseServerConfig.get`. Please read up on that method before trying to understand this one. The entity classes rely on the requests library to be...	[ "def", "get", "(", "cls", ",", "label", "=", "'default'", ",", "path", "=", "None", ")", ":", "config", "=", "super", "(", "ServerConfig", ",", "cls", ")", ".", "get", "(", "label", ",", "path", ")", "if", "hasattr", "(", "config", ",", "'auth'", ...	47.346154	0.001592
def write(self,f): """ write control data section to a file Parameters ---------- f: file handle or string filename """ if isinstance(f,str): f = open(f,'w') f.write("pcf\n") f.write("* control data\n") for line in CON...	[ "def", "write", "(", "self", ",", "f", ")", ":", "if", "isinstance", "(", "f", ",", "str", ")", ":", "f", "=", "open", "(", "f", ",", "'w'", ")", "f", ".", "write", "(", "\"pcf\\n\"", ")", "f", ".", "write", "(", "\"* control data\\n\"", ")", "...	30.666667	0.018987
def _maybe_apply_time_shift(da, time_offset=None, **DataAttrs): """Correct off-by-one error in GFDL instantaneous model data. Instantaneous data that is outputted by GFDL models is generally off by one timestep. For example, a netCDF file that is supposed to correspond to 6 hourly data...	[ "def", "_maybe_apply_time_shift", "(", "da", ",", "time_offset", "=", "None", ",", "", "", "DataAttrs", ")", ":", "if", "time_offset", "is", "not", "None", ":", "time", "=", "times", ".", "apply_time_offset", "(", "da", "[", "TIME_STR", "]", ",", "*", ...	45.15	0.002169
def convert_strain_to_deformation(strain, shape="upper"): """ This function converts a strain to a deformation gradient that will produce that strain. Supports three methods: Args: strain (3x3 array-like): strain matrix shape: (string): method for determining deformation, supports ...	[ "def", "convert_strain_to_deformation", "(", "strain", ",", "shape", "=", "\"upper\"", ")", ":", "strain", "=", "SquareTensor", "(", "strain", ")", "ftdotf", "=", "2", "*", "strain", "+", "np", ".", "eye", "(", "3", ")", "if", "shape", "==", "\"upper\"",...	37.380952	0.001242
def _drag_row(self, event): """Continue dragging a row""" y = self._dy + event.y # get dragged row new upper y coordinate self._visual_drag.place_configure(y=y) # update row preview position if y > self._dragged_row_y: # moving downward item = self.identify_row...	[ "def", "_drag_row", "(", "self", ",", "event", ")", ":", "y", "=", "self", ".", "_dy", "+", "event", ".", "y", "# get dragged row new upper y coordinate", "self", ".", "_visual_drag", ".", "place_configure", "(", "y", "=", "y", ")", "# update row preview posit...	47.947368	0.002152
def _build_credentials_tuple(mech, source, user, passwd, extra, database): """Build and return a mechanism specific credentials tuple. """ if mech != 'MONGODB-X509' and user is None: raise ConfigurationError("%s requires a username." % (mech,)) if mech == 'GSSAPI': if source is not None ...	[ "def", "_build_credentials_tuple", "(", "mech", ",", "source", ",", "user", ",", "passwd", ",", "extra", ",", "database", ")", ":", "if", "mech", "!=", "'MONGODB-X509'", "and", "user", "is", "None", ":", "raise", "ConfigurationError", "(", "\"%s requires a use...	50.162162	0.000529
def main(argv=None): """ Entrypoint. """ if argv is None: argv = sys.argv psr = option_parser() args = psr.parse_args(argv[1:]) if not args.template: if args.list_engines: ecs = anytemplate.api.list_engines() print(", ".join("%s (%s)" % (e.name(), e....	[ "def", "main", "(", "argv", "=", "None", ")", ":", "if", "argv", "is", "None", ":", "argv", "=", "sys", ".", "argv", "psr", "=", "option_parser", "(", ")", "args", "=", "psr", ".", "parse_args", "(", "argv", "[", "1", ":", "]", ")", "if", "not"...	29.966667	0.001078
def transaction_id(self, transaction_id): """ Sets the transaction_id of this AdditionalRecipientReceivable. The ID of the transaction that the additional recipient receivable was applied to. :param transaction_id: The transaction_id of this AdditionalRecipientReceivable. :type:...	[ "def", "transaction_id", "(", "self", ",", "transaction_id", ")", ":", "if", "transaction_id", "is", "None", ":", "raise", "ValueError", "(", "\"Invalid value for `transaction_id`, must not be `None`\"", ")", "if", "len", "(", "transaction_id", ")", "<", "1", ":", ...	42.666667	0.009174
def idfstr(self): """String representation of the IDF. Returns ------- str """ if self.outputtype == 'standard': astr = '' else: astr = self.model.__repr__() if self.outputtype == 'standard': astr = '' dtl...	[ "def", "idfstr", "(", "self", ")", ":", "if", "self", ".", "outputtype", "==", "'standard'", ":", "astr", "=", "''", "else", ":", "astr", "=", "self", ".", "model", ".", "__repr__", "(", ")", "if", "self", ".", "outputtype", "==", "'standard'", ":", ...	32.27027	0.001626
def assign_asset_to_repository(self, asset_id, repository_id): """Adds an existing ``Asset`` to a ``Repository``. arg: asset_id (osid.id.Id): the ``Id`` of the ``Asset`` arg: repository_id (osid.id.Id): the ``Id`` of the ``Repository`` raise: AlreadyExists - ``ass...	[ "def", "assign_asset_to_repository", "(", "self", ",", "asset_id", ",", "repository_id", ")", ":", "# Implemented from template for", "# osid.resource.ResourceBinAssignmentSession.assign_resource_to_bin", "mgr", "=", "self", ".", "_get_provider_manager", "(", "'REPOSITORY'", ",...	51	0.00175
def ksl(A, y0, tau, verb=1, scheme='symm', space=8, rmax=2000, use_normest=1): """ Dynamical tensor-train approximation based on projector splitting This function performs one step of dynamical tensor-train approximation for the equation .. math :: \\frac{dy}{dt} = A y, \\quad y...	[ "def", "ksl", "(", "A", ",", "y0", ",", "tau", ",", "verb", "=", "1", ",", "scheme", "=", "'symm'", ",", "space", "=", "8", ",", "rmax", "=", "2000", ",", "use_normest", "=", "1", ")", ":", "y0", "=", "y0", ".", "round", "(", "1e-14", ")", ...	28.940171	0.002284
def put(self, withdraw_account_id, deposit_account_id, amount): """ :param withdraw_account_id: int of the account_id to withdraw the money from :param deposit_account_id: int of the account_id to deposit the money to :param amount: float of the amount to transfer :re...	[ "def", "put", "(", "self", ",", "withdraw_account_id", ",", "deposit_account_id", ",", "amount", ")", ":", "return", "self", ".", "connection", ".", "put", "(", "'account/transfer'", ",", "data", "=", "dict", "(", "withdraw_account_id", "=", "withdraw_account_id...	58.636364	0.00916
def spawn_managed_host(config_file, manager, connect_on_start=True): """ Spawns a managed host, if it is not already running """ data = manager.request_host_status(config_file) is_running = data['started'] # Managed hosts run as persistent processes, so it may already be running if is_run...	[ "def", "spawn_managed_host", "(", "config_file", ",", "manager", ",", "connect_on_start", "=", "True", ")", ":", "data", "=", "manager", ".", "request_host_status", "(", "config_file", ")", "is_running", "=", "data", "[", "'started'", "]", "# Managed hosts run as ...	26.90625	0.001121
def _set_mongodb_host_val(key, default, mongodb_host, mongodb_defaults): """ Set a value in a 'cascade' fashion for mongodb_host[key] Within 'mongodb', as a last resort, its hardcoded default value is going to be picked. :param key: key name :param default: default last resort value :param...	[ "def", "_set_mongodb_host_val", "(", "key", ",", "default", ",", "mongodb_host", ",", "mongodb_defaults", ")", ":", "# If mongodb_host[key] is not already set, its value is going to be picked", "# from mongodb_defaults[key]", "if", "key", "not", "in", "mongodb_host", ":", "if...	41.666667	0.000978
def send_game(self, args, kwargs): """See :func:`send_game`""" return send_game(args, self._merge_overrides(kwargs)).run()	[ "def", "send_game", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "send_game", "(", "", "args", ",", "", "", "self", ".", "_merge_overrides", "(", "", "", "kwargs", ")", ")", ".", "run", "(", ")" ]	48	0.013699
def __make_another_index(self, list_of_entries, url=False, hs_admin=False): ''' Find an index not yet used in the handle record and not reserved for any (other) special type. :param: list_of_entries: List of all entries to find which indices are used already. :pa...	[ "def", "__make_another_index", "(", "self", ",", "list_of_entries", ",", "url", "=", "False", ",", "hs_admin", "=", "False", ")", ":", "start", "=", "2", "# reserved indices:", "reserved_for_url", "=", "set", "(", "[", "1", "]", ")", "reserved_for_admin", "=...	36.4	0.001338
def createContactItem(self, person, email): """ Create a new L{EmailAddress} associated with the given person based on the given email address. @type person: L{Person} @param person: The person with whom to associate the new L{EmailAddress}. @type email: C{u...	[ "def", "createContactItem", "(", "self", ",", "person", ",", "email", ")", ":", "if", "email", ":", "address", "=", "self", ".", "_existing", "(", "email", ")", "if", "address", "is", "not", "None", ":", "raise", "ValueError", "(", "'There is already a per...	38.125	0.002132
def p_const_ref(self, p): '''const_ref : IDENTIFIER''' p[0] = ast.ConstReference(p[1], lineno=p.lineno(1))	[ "def", "p_const_ref", "(", "self", ",", "p", ")", ":", "p", "[", "0", "]", "=", "ast", ".", "ConstReference", "(", "p", "[", "1", "]", ",", "lineno", "=", "p", ".", "lineno", "(", "1", ")", ")" ]	40	0.016393

def _create(self, **kwargs): '''Allow creation of draft policy and ability to publish a draft Draft policies only exist in 12.1.0 and greater versions of TMOS. But there must be a method to create a draft, then publish it. :raises: MissingRequiredCreationParameter ''' ...

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def clear_i2b2_tables(tables: I2B2Tables, uploadid: int) -> None: """ Remove all entries in the i2b2 tables for uploadid. :param tables: :param uploadid: :return: """ # This is a static function to support the removefacts operation print("Deleted {} patient_dimension records" ....

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def convert_html_to_text(value, preserve_urls=False): r""" >>> convert_html_to_text( ... ''' ... <html><body> ... Look & click ... <a href="https://example.com">here</a> ... </body></html>''', preserve_urls=True) 'Look & click here (https://example.com)' ...

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def vstack_tables(filelist, hdus): """vstack a set of HDUs from a set of files Parameters ---------- filelist : list List of the files to get data from. hdus : list Names of the HDU containing the table with the input data. Returns ------- out_tables : list A...

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def _compute_bounds(self, axis, view): """Get the bounds Parameters ---------- mode : str Describes the type of boundary requested. Can be "visual", "data", or "mouse". axis : 0, 1, 2 The axis along which to measure the bounding values, in ...

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def mrc_header_from_params(shape, dtype, kind, **kwargs): """Create a minimal MRC2014 header from the given parameters. Parameters ---------- shape : 3-sequence of ints 3D shape of the stored data. The values are used as ``'nx', 'ny', 'nz'`` header entries, in this order. Note that ...

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def batch_slice(dist, params_event_ndims, params_overrides, slices): """Slices `dist` along its batch dimensions. Helper for tfd.Distribution. Args: dist: A `tfd.Distribution` instance. params_event_ndims: A `dict` of `str->int` indicating the number of dimensions of a given parameter required to par...

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def parse_blast_tab(filename, fraglengths, identity, coverage, mode="ANIb"): """Returns (alignment length, similarity errors, mean_pid) tuple from .blast_tab - filename - path to .blast_tab file Calculate the alignment length and total number of similarity errors (as we would with ANIm), as well a...

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def group_delays(stream_list): """ Group template waveforms according to their arrival times (delays). :type stream_list: list :param stream_list: List of :class:`obspy.core.stream.Stream` waveforms you want to group. :returns: list of List of :class:`obspy.core.stream.Stream` wher...

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def find_config(config_path: str) -> str: """ Derive configuration file path from the given path and check its existence. The given path is expected to be either 1. path to the file 2. path to a dir, in such case the path is joined with ``CXF_CONFIG_FILE`` :param config_path: path to the conf...

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def head_account(self, headers=None, query=None, cdn=False): """ HEADs the account and returns the results. Useful headers returned are: =========================== ================================= x-account-bytes-used Object storage used for the ...

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def get_class_attributes(cls): """Return a generator for class attributes' names and value. This method strict relies on the PEP 520 (Preserving Class Attribute Definition Order), implemented on Python 3.6. So, if this behaviour changes this whole lib can loose its functionality (since ...

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async def close(self): '''Close any of open connections''' if self._ws is not None: await self._ws.close() if self.polygon is not None: await self.polygon.close()

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def _connect_control_flow_node(control_flow_node, next_node): """Connect a ControlFlowNode properly to the next_node.""" for last in control_flow_node.last_nodes: if isinstance(next_node, ControlFlowNode): last.connect(next_node.test) # connect to next if test case elif isinstance(n...

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def random_size_crop(src, size, min_area=0.25, ratio=(3.0/4.0, 4.0/3.0)): """Randomly crop src with size. Randomize area and aspect ratio""" h, w, _ = src.shape area = w*h for _ in range(10): new_area = random.uniform(min_area, 1.0) * area new_ratio = random.uniform(*ratio) new_w...

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def num_signups(self): """How many people have signed up?""" return EighthSignup.objects.filter(scheduled_activity__block=self, user__in=User.objects.get_students()).count()

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def metadataURL(self, value): """gets/sets the public metadata url""" if value != self._metadataURL: self._metadataURL = value self._metaFS = None

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def create_search_index(self, index, schema=None, n_val=None, timeout=None): """ Create a Solr search index for Yokozuna. :param index: a name of a yz index :type index: string :param schema: XML of Solr schema :type schema: string :pa...

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def extract(self, file_obj, extractOnly=True, handler='update/extract', **kwargs): """ POSTs a file to the Solr ExtractingRequestHandler so rich content can be processed using Apache Tika. See the Solr wiki for details: http://wiki.apache.org/solr/ExtractingRequestHandler T...

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def bind(self, lan): """bind to a LAN.""" if _debug: Node._debug("bind %r", lan) lan.add_node(self)

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def get(key, default=None): """ Searches os.environ. If a key is found try evaluating its type else; return the string. returns: k->value (type as defined by ast.literal_eval) """ try: # Attempt to evaluate into python literal return ast.literal_eval(os.environ.get(k...

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def make_step( net, step_size = 1.5, end = "inception_4c/output", jitter = 32, clip = True, objective = objective_L2 ): ''' basic gradient ascent step ''' src = net.blobs["data"] dst = net.blobs[end] ox, oy = np.random.randint(- jitter, jitter + 1, 2)...

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def ReadPathInfoHistory(self, client_id, path_type, components): """Reads a collection of hash and stat entry for given path. Args: client_id: An identifier string for a client. path_type: A type of a path to retrieve path history for. components: A tuple of path components corresponding to p...

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def is_valid_export_dir(self): """ export_dir={export_dir} must refer to a directory, and the user must have the permission to write on it. """ if self.export_dir and not os.path.isabs(self.export_dir): self.export_dir = os.path.normpath( os.path.join(...

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def newDocNodeEatName(self, doc, name, content): """Creation of a new node element within a document. @ns and @content are optional (None). NOTE: @content is supposed to be a piece of XML CDATA, so it allow entities references, but XML special chars need to be escaped first by usin...

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def color_code(self, fore=None, back=None, style=None): """ Return the codes for this style/colors. """ # Map from style type to raw code formatter function. colorcodes = [] resetcodes = [] userstyles = {'style': style, 'back': back, 'fore': fore} for stype in userstyles:...

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def _sample(self, maxIter=1000, c1=1.193, c2=1.193, lookback = 0.25, standard_dev = None): """ Launches the PSO. Yields the complete swarm per iteration :param maxIter: maximum iterations :param c1: cognitive weight :param c2: social weight :param lookback: percentange o...

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def id_pools_vmac_ranges(self): """ Gets the IdPoolsRanges API Client for VMAC Ranges. Returns: IdPoolsRanges: """ if not self.__id_pools_vmac_ranges: self.__id_pools_vmac_ranges = IdPoolsRanges('vmac', self.__connection) return self.__id_pools_vm...

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def _get_sleep(self, poller, timeout, block, rsock, wsock, cookie): """ When a result is not immediately available, sleep waiting for :meth:`put` to write a byte to our socket pair. """ _vv and IOLOG.debug( '%r._get_sleep(timeout=%r, block=%r, rfd=%d, wfd=%d)', ...

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def radio_calibration_send(self, aileron, elevator, rudder, gyro, pitch, throttle, force_mavlink1=False): ''' Complete set of calibration parameters for the radio aileron : Aileron setpoints: left, center, right (uint16_t) elevator ...

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def add_search_index_criteria(prepend=False): """ Add the search criteria used when calling :meth:`register() <cqparts.search.register>` on a :class:`Component <cqparts.Component>` as a table to the *docstring*. This is only intended to be used with *sphinx autodoc*. In your *sphinx* ``config.py``...

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def argunique(items, key=None): """ Returns indices corresponding to the first instance of each unique item. Args: items (Sequence): indexable collection of items key (Callable, optional): custom normalization function. If specified returns items where `key(item)` is unique. ...

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def close(self): """Shutdown and free all resources.""" for controller in self._controllers: controller.quit() self._controllers = [] for process in self._processes: process.close() self._processes = [] portspicker.return_ports(self._lan_ports) self._lan_ports = []

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def reload(self, client=None): """Reload properties from Cloud Storage. If :attr:`user_project` is set, bills the API request to that project. :type client: :class:`~google.cloud.storage.client.Client` or ``NoneType`` :param client: the client to use. If not pass...

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def make_job( name: str = '', run_name: str = '', num_tasks: int = 1, install_script: str = '', instance_type: str = '', image_name: str = '', create_resources=True, **kwargs) -> Job: """ Args: create_resources: if True, will create resources if ne...

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def copy(self): """ Return a new instance of this gene with the same DNA. """ return type(self)(self.dna, suppressed=self.suppressed, name=self.name)

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def simxSetBooleanParameter(clientID, paramIdentifier, paramValue, operationMode): ''' Please have a look at the function description/documentation in the V-REP user manual ''' return c_SetBooleanParameter(clientID, paramIdentifier, paramValue, operationMode)

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def p_if_statement_woelse(self, p): 'if_statement : IF LPAREN cond RPAREN true_statement' p[0] = IfStatement(p[3], p[5], None, lineno=p.lineno(1)) p.set_lineno(0, p.lineno(1))

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def streaming_bulk(self, actions, chunk_size=500, max_chunk_bytes=100 * 1024 * 1024, raise_on_error=True, expand_action_callback=ActionParser.expand_action, raise_on_exception=True, **kwargs): """ Streaming bulk consumes actions from the iterable passed in a...

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def _init_client(self, from_archive=False): """Init client""" return DockerHubClient(archive=self.archive, from_archive=from_archive)

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def parity(num: int) -> int: """Return the parity of a non-negative integer. For example, here are the parities of the first ten integers: >>> [parity(n) for n in range(10)] [0, 1, 1, 0, 1, 0, 0, 1, 1, 0] This function is undefined for negative integers: >>> parity(-1) Traceback (most re...

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def round(self, decimals=0, *args, **kwargs): """ Round each value in a Series to the given number of decimals. Parameters ---------- decimals : int Number of decimal places to round to (default: 0). If decimals is negative, it specifies the number of ...

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def fetch_by_uuid(uuid): """ Serve publications by UUID. """ # fetch all - private and public - publications all_pubs = [ pub for pub in search_publications(DBPublication(uuid=uuid)) ] if not all_pubs: abort(404, "Dokument s UUID '%s' není dostupný." % (uuid)) p...

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def up(self): """ Move this object up one position. """ self.swap(self.get_ordering_queryset().filter(order__lt=self.order).order_by('-order'))

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def _put_or_post_json(self, method, url, data): """ urlencodes the data and PUTs it to the url the response is parsed as JSON and the resulting data type is returned """ if self.parsed_endpoint.scheme == 'https': conn = httplib.HTTPSConnection(self.parsed_endpoint.net...

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def list_set_bits(r, expected_length): """Return list of positions of bits set to one in given data. This method is used to read e.g. violated zones. They are marked by ones on respective bit positions - as per Satel manual. """ set_bit_numbers = [] bit_index = 0x1 assert (len(r) == expecte...

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def escape_markdown(text, *, as_needed=False, ignore_links=True): r"""A helper function that escapes Discord's markdown. Parameters ----------- text: :class:`str` The text to escape markdown from. as_needed: :class:`bool` Whether to escape the markdown characters as needed. This ...

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def sign(pkey, data, digest): """ Sign a data string using the given key and message digest. :param pkey: PKey to sign with :param data: data to be signed :param digest: message digest to use :return: signature .. versionadded:: 0.11 """ data = _text_to_bytes_and_warn("data", data)...

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def init_config(self, **kw): """ Get a configuration object for this type of YubiKey. """ return YubiKeyConfigUSBHID(ykver=self.version_num(), \ capabilities = self.capabilities, \ **kw)

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def render(self, total=False, transpose=False, style=False): """Render the HTMTL table of the chart. `total` can be specified to include data sums `transpose` make labels becomes columns `style` include scoped style for the table """ self.chart.setup() ln = self...

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def HandleFilterMaxComponentLimit(handle, lfilter): """ Method checks the filter count and if the filter count exceeds the maxComponents(number of filters), then the given filter objects get distributed among small groups and then again binded together in complex filters(like and , or) so that the count of filt...

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def is_already_running(self): """Return True if lock exists and has not timed out.""" date_done = (self.restore_group(self.task_identifier) or dict()).get('date_done') if not date_done: return False difference = datetime.utcnow() - date_done return difference < timede...

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def p_param_substitution(self, p): 'param_substitution : ID EQUALS rvalue' p[0] = (p[1], p[3]) p.set_lineno(0, p.lineno(1))

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36

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def huffman(freq): """Huffman code :param freq: dictionary with frequencies for each item :returns: dictionary with binary code string for each item :complexity: O(n log n) """ h = [] for a in freq: heappush(h, (freq[a], a)) while len(h) > 1: (fl, l) = heappop(h) ...

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def get_package_data(): """Include all files from all sub-directories""" package_data = dict() package_data['PyQt5'] = list() for subdir in ("doc/", "examples/", "include/", "mkspecs/", "plugins/", "qml/", "qsci/", "sip/", "translations/", "uic/"): abspath ...

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def encipher_shift(plaintext, plain_vocab, shift): """Encrypt plain text with a single shift layer. Args: plaintext (list of list of Strings): a list of plain text to encrypt. plain_vocab (list of Integer): unique vocabularies being used. shift (Integer): number of shift, shift to the right if shift is...

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def delete_object(cache, template, indexes): """Delete an object in Redis using a pipeline. Deletes all fields defined by the template. Arguments: template: a dictionary containg the keys for the object and template strings for the corresponding redis keys. The template str...

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def strip_cdata(text): """Removes all CDATA blocks from `text` if it contains them. Note: If the function contains escaped XML characters outside of a CDATA block, they will be unescaped. Args: A string containing one or more CDATA blocks. Returns: An XML unescaped str...

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def get_shiftfile_row(self): """ Return the information for a shiftfile for this image to provide compatability with the IRAF-based MultiDrizzle. """ if self.fit is not None: rowstr = '%s %0.6f %0.6f %0.6f %0.6f %0.6f %0.6f\n'%( self.name...

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def MakeDeployableBinary(self, template_path, output_path): """This will add the config to the client template.""" context = self.context + ["Client Context"] utils.EnsureDirExists(os.path.dirname(output_path)) client_config_data = self.GetClientConfig(context) shutil.copyfile(template_path, output...

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def get_line(thing): """ Get the line number for something. Parameters ---------- thing : function, class, module Returns ------- int Line number in the source file """ try: return inspect.getsourcelines(thing)[1] except TypeError: # Might be a proper...

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def model_data(self): """str: The model location in S3. Only set if Estimator has been ``fit()``.""" if self.latest_training_job is not None: model_uri = self.sagemaker_session.sagemaker_client.describe_training_job( TrainingJobName=self.latest_training_job.name)['ModelArtifa...

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def extendable(network, args, line_max): """ Function that sets selected components extendable 'network' for all lines, links and transformers 'german_network' for all lines, links and transformers located in Germany 'foreign_network' for all foreign lines, links and transformers 'transformers...

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def init(device_id=None, random_seed=None): """Initialize Hebel. This function creates a CUDA context, CUBLAS context and initializes and seeds the pseudo-random number generator. **Parameters:** device_id : integer, optional The ID of the GPU device to use. If this is omitted, PyCUDA...

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def transitivity_bu(A): ''' Transitivity is the ratio of 'triangles to triplets' in the network. (A classical version of the clustering coefficient). Parameters ---------- A : NxN np.ndarray binary undirected connection matrix Returns ------- T : float transitivity ...

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def output_redirect(stdout, stderr): """ thread safe redirect of stdout and stderr :param stdout: :param stderr: :return: """ import sys import threading if not redirect: originals = (sys.stdout.write, sys.stderr.write) class Logger: def __init__(self, fun): self.buffer = "" ...

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def clip_eta(eta, ord, eps): """ PyTorch implementation of the clip_eta in utils_tf. :param eta: Tensor :param ord: np.inf, 1, or 2 :param eps: float """ if ord not in [np.inf, 1, 2]: raise ValueError('ord must be np.inf, 1, or 2.') avoid_zero_div = torch.tensor(1e-12, dtype=eta.dtype, device=eta....

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def get_table(table, table_file, path=None, target=None, key=None, key_items=None, filters=None, template_args=None): ''' Retrieve data from a Junos device using Tables/Views table (required) Name of PyEZ Table table_file (required) YAML file that has the table specified ...

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def main(): """The entrypoint for the hairball command installed via setup.py.""" description = ('PATH can be either the path to a scratch file, or a ' 'directory containing scratch files. Multiple PATH ' 'arguments can be provided.') parser = OptionParser(usage='%prog ...

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def save_thumbnail(image_path_template, src_file, file_conf, gallery_conf): """Generate and Save the thumbnail image Parameters ---------- image_path_template : str holds the template where to save and how to name the image src_file : str path to source python file gallery_conf ...

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def setdict(self, D=None, B=None): """Set dictionary array.""" if D is not None: self.D = np.asarray(D, dtype=self.dtype) if B is not None: self.B = np.asarray(B, dtype=self.dtype) if B is not None or not hasattr(self, 'Gamma'): self.Gamma, self.Q = ...

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def _unquote(string): """remove optional quotes (simple or double) from the string :type string: str or unicode :param string: an optionally quoted string :rtype: str or unicode :return: the unquoted string (or the input string if it wasn't quoted) """ if not string: return string ...

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async def _set_annotations(entity_tag, annotations, connection): """Set annotations on the specified entity. :param annotations map[string]string: the annotations as key/value pairs. """ # TODO: ensure annotations is dict with only string keys # and values. log.debug('Updating annotatio...

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def get_dashboard_tags(self, id, **kwargs): # noqa: E501 """Get all tags associated with a specific dashboard # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api....

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def start_transaction(self, sort, address, price=None, data=None, caller=None, value=0, gas=2300): """ Initiate a transaction :param sort: the type of transaction. CREATE or CALL or DELEGATECALL :param address: the address of the account which owns the code that is executing. :pa...

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def uncomment_or_update_or_append_line(filename, prefix, new_line, comment='#', keep_backup=True): '''Remove the comment of an commented out line and make the line "active". If such an commented out line not exists it would be appended. ''' return uua_local(filena...

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def later(periods=10.0, precision=2.0, offset=0.0, check_interval=0.1, only_run_once=True): """ **注意:会阻塞程序运行, 如果后台运行, 请放置于线程中** 这个会阻塞程序运行, 如果不是这个目的, 请确保待装饰程序以线程方式运行 * periods 是正常提供的参数, 如 10s, 则函数每10s 运行一次 * precision 精度, * 如3s, 则 0~3s 内都可以触发运行 * 如果是0s, 则函数可在 ```sleep check_interva...

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def _get_arguments_for_execution(self, function_name, serialized_args): """Retrieve the arguments for the remote function. This retrieves the values for the arguments to the remote function that were passed in as object IDs. Arguments that were passed by value are not changed. This is c...

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def from_linearized(first, second, intersections): """Determine curve-curve intersection from pair of linearizations. .. note:: This assumes that at least one of ``first`` and ``second`` is not a line. The line-line case should be handled "early" by :func:`check_lines`. .. note:: ...

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def beta(self): """ The result :math:`\\beta` of the linear least squares """ if self._beta is None: # This is the linear least squares matrix formalism self._beta = _np.dot(_np.linalg.pinv(self.X) , self.y) return self._beta

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def main(): """The main function. These are the steps performed for the data clean up: 1. Prints the version number. 2. Reads the configuration file (:py:func:`read_config_file`). 3. Creates a new directory with ``data_clean_up`` as prefix and the date and time as suffix. 4. Check the i...

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def assignee(self): """ | Comment: The id of the assignee if the field is visible to end users """ if self.api and self.assignee_id: return self.api._get_user(self.assignee_id)

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def get(cls, label='default', path=None): """Read a server configuration from a configuration file. This method extends :meth:`nailgun.config.BaseServerConfig.get`. Please read up on that method before trying to understand this one. The entity classes rely on the requests library to be...

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def write(self,f): """ write control data section to a file Parameters ---------- f: file handle or string filename """ if isinstance(f,str): f = open(f,'w') f.write("pcf\n") f.write("* control data\n") for line in CON...

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def _maybe_apply_time_shift(da, time_offset=None, **DataAttrs): """Correct off-by-one error in GFDL instantaneous model data. Instantaneous data that is outputted by GFDL models is generally off by one timestep. For example, a netCDF file that is supposed to correspond to 6 hourly data...

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def convert_strain_to_deformation(strain, shape="upper"): """ This function converts a strain to a deformation gradient that will produce that strain. Supports three methods: Args: strain (3x3 array-like): strain matrix shape: (string): method for determining deformation, supports ...

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def _drag_row(self, event): """Continue dragging a row""" y = self._dy + event.y # get dragged row new upper y coordinate self._visual_drag.place_configure(y=y) # update row preview position if y > self._dragged_row_y: # moving downward item = self.identify_row...

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def _build_credentials_tuple(mech, source, user, passwd, extra, database): """Build and return a mechanism specific credentials tuple. """ if mech != 'MONGODB-X509' and user is None: raise ConfigurationError("%s requires a username." % (mech,)) if mech == 'GSSAPI': if source is not None ...

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def main(argv=None): """ Entrypoint. """ if argv is None: argv = sys.argv psr = option_parser() args = psr.parse_args(argv[1:]) if not args.template: if args.list_engines: ecs = anytemplate.api.list_engines() print(", ".join("%s (%s)" % (e.name(), e....

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def transaction_id(self, transaction_id): """ Sets the transaction_id of this AdditionalRecipientReceivable. The ID of the transaction that the additional recipient receivable was applied to. :param transaction_id: The transaction_id of this AdditionalRecipientReceivable. :type:...

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def idfstr(self): """String representation of the IDF. Returns ------- str """ if self.outputtype == 'standard': astr = '' else: astr = self.model.__repr__() if self.outputtype == 'standard': astr = '' dtl...

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def assign_asset_to_repository(self, asset_id, repository_id): """Adds an existing ``Asset`` to a ``Repository``. arg: asset_id (osid.id.Id): the ``Id`` of the ``Asset`` arg: repository_id (osid.id.Id): the ``Id`` of the ``Repository`` raise: AlreadyExists - ``ass...

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def ksl(A, y0, tau, verb=1, scheme='symm', space=8, rmax=2000, use_normest=1): """ Dynamical tensor-train approximation based on projector splitting This function performs one step of dynamical tensor-train approximation for the equation .. math :: \\frac{dy}{dt} = A y, \\quad y...

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def put(self, withdraw_account_id, deposit_account_id, amount): """ :param withdraw_account_id: int of the account_id to withdraw the money from :param deposit_account_id: int of the account_id to deposit the money to :param amount: float of the amount to transfer :re...

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def spawn_managed_host(config_file, manager, connect_on_start=True): """ Spawns a managed host, if it is not already running """ data = manager.request_host_status(config_file) is_running = data['started'] # Managed hosts run as persistent processes, so it may already be running if is_run...

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def _set_mongodb_host_val(key, default, mongodb_host, mongodb_defaults): """ Set a value in a 'cascade' fashion for mongodb_host[key] Within 'mongodb', as a last resort, its hardcoded default value is going to be picked. :param key: key name :param default: default last resort value :param...

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def send_game(self, *args, **kwargs): """See :func:`send_game`""" return send_game(*args, **self._merge_overrides(**kwargs)).run()

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def __make_another_index(self, list_of_entries, url=False, hs_admin=False): ''' Find an index not yet used in the handle record and not reserved for any (other) special type. :param: list_of_entries: List of all entries to find which indices are used already. :pa...

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def createContactItem(self, person, email): """ Create a new L{EmailAddress} associated with the given person based on the given email address. @type person: L{Person} @param person: The person with whom to associate the new L{EmailAddress}. @type email: C{u...

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def p_const_ref(self, p): '''const_ref : IDENTIFIER''' p[0] = ast.ConstReference(p[1], lineno=p.lineno(1))

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