kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def RQ_sigma(self, sigma): """ Given a policy `sigma`, return the reward vector `R_sigma` and the transition probability matrix `Q_sigma`. Parameters ---------- sigma : array_like(int, ndim=1) Policy vector, of length n. Returns ------- ...	[ "def", "RQ_sigma", "(", "self", ",", "sigma", ")", ":", "if", "self", ".", "_sa_pair", ":", "sigma", "=", "np", ".", "asarray", "(", "sigma", ")", "sigma_indices", "=", "np", ".", "empty", "(", "self", ".", "num_states", ",", "dtype", "=", "int", "...	33.133333	19.333333
def create_app(path=None, user_content=False, context=None, username=None, password=None, render_offline=False, render_wide=False, render_inline=False, api_url=None, title=None, text=None, autorefresh=None, quiet=None, grip_class=None): """ Creates a Grip application...	[ "def", "create_app", "(", "path", "=", "None", ",", "user_content", "=", "False", ",", "context", "=", "None", ",", "username", "=", "None", ",", "password", "=", "None", ",", "render_offline", "=", "False", ",", "render_wide", "=", "False", ",", "render...	35.911765	20.852941
def put_conf(self, configuration, test=False): """Send the configuration to the satellite HTTP request to the satellite (POST /push_configuration) If test is True, store the configuration internally :param configuration: The conf to send (data depend on the satellite) :type con...	[ "def", "put_conf", "(", "self", ",", "configuration", ",", "test", "=", "False", ")", ":", "logger", ".", "debug", "(", "\"Sending configuration to %s, %s %s\"", ",", "self", ".", "name", ",", "self", ".", "alive", ",", "self", ".", "reachable", ")", "# --...	41.421053	26.842105
def load(filename): """Load a RigidTransform from a file. The file format is: from_frame to_frame translation (space separated) rotation_row_0 (space separated) rotation_row_1 (space separated) rotation_row_2 (space separated) Parameters ...	[ "def", "load", "(", "filename", ")", ":", "file_root", ",", "file_ext", "=", "os", ".", "path", ".", "splitext", "(", "filename", ")", "if", "file_ext", ".", "lower", "(", ")", "!=", "TF_EXTENSION", ":", "raise", "ValueError", "(", "'Extension %s not suppo...	29.4	15.9
def create(self, acl=None): '''Creates a directory, optionally include Acl argument to set permissions''' parent, name = getParentAndBase(self.path) json = { 'name': name } if acl is not None: json['acl'] = acl.to_api_param() response = self.client.postJsonHelper(Data...	[ "def", "create", "(", "self", ",", "acl", "=", "None", ")", ":", "parent", ",", "name", "=", "getParentAndBase", "(", "self", ".", "path", ")", "json", "=", "{", "'name'", ":", "name", "}", "if", "acl", "is", "not", "None", ":", "json", "[", "'ac...	53.222222	21
def ls_moduledirs(path, private=True, full=True): """ lists all dirs which are python modules in path """ dir_list = ls_dirs(path) module_dir_iter = filter(is_module_dir, dir_list) if not private: module_dir_iter = filterfalse(is_private_module, module_dir_iter) if not full: module_d...	[ "def", "ls_moduledirs", "(", "path", ",", "private", "=", "True", ",", "full", "=", "True", ")", ":", "dir_list", "=", "ls_dirs", "(", "path", ")", "module_dir_iter", "=", "filter", "(", "is_module_dir", ",", "dir_list", ")", "if", "not", "private", ":",...	42.777778	15.111111
def alive(opts): ''' Return the connection status with the network device. ''' log.debug('Checking if %s is still alive', opts.get('id', '')) if not netmiko_device['always_alive']: return True if ping() and initialized(): return netmiko_device['connection'].remote_conn.transport....	[ "def", "alive", "(", "opts", ")", ":", "log", ".", "debug", "(", "'Checking if %s is still alive'", ",", "opts", ".", "get", "(", "'id'", ",", "''", ")", ")", "if", "not", "netmiko_device", "[", "'always_alive'", "]", ":", "return", "True", "if", "ping",...	33.8	22.4
def find_files(path, patterns): """ Returns all files from a given path that matches the pattern or list of patterns @type path: str @param path: A path to traverse @typ patterns: str\|list @param patterns: A pattern or a list of patterns to match @rtype: list[str]: @return: A list...	[ "def", "find_files", "(", "path", ",", "patterns", ")", ":", "if", "not", "isinstance", "(", "patterns", ",", "(", "list", ",", "tuple", ")", ")", ":", "patterns", "=", "[", "patterns", "]", "matches", "=", "[", "]", "for", "root", ",", "dirnames", ...	28.173913	18.869565
def get_yield_curve(date=None, tenor=None): """ 获取某个国家市场指定日期的收益率曲线水平。数据为2002年至今的中债国债收益率曲线，来源于中央国债登记结算有限责任公司。 :param date: 查询日期，默认为策略当前日期前一天 :type date: `str` \| `date` \| `datetime` \| `pandas.Timestamp` :param str tenor: 标准期限，'0S' - 隔夜，'1M' - 1个月，'1Y' - 1年，默认为全部期限 :return: `pandas.DataFra...	[ "def", "get_yield_curve", "(", "date", "=", "None", ",", "tenor", "=", "None", ")", ":", "env", "=", "Environment", ".", "get_instance", "(", ")", "trading_date", "=", "env", ".", "trading_dt", ".", "date", "(", ")", "yesterday", "=", "env", ".", "data...	29.44186	25.069767
def delete(self, key_id=None): """ Delete one of the ssh keys associated with your account. Please use with caution as there is NO confimation and NO undo. """ url = self.bitbucket.url('DELETE_SSH_KEY', key_id=key_id) return self.bitbucket.dispatch('DELETE', url, auth=self.bi...	[ "def", "delete", "(", "self", ",", "key_id", "=", "None", ")", ":", "url", "=", "self", ".", "bitbucket", ".", "url", "(", "'DELETE_SSH_KEY'", ",", "key_id", "=", "key_id", ")", "return", "self", ".", "bitbucket", ".", "dispatch", "(", "'DELETE'", ",",...	54.666667	18.166667
def verify_token(self, token, requested_access): """ Check the token bearer is permitted to access the resource :param token: Access token :param requested_access: the access level the client has requested :returns: boolean """ client = API(options.url_auth, ...	[ "def", "verify_token", "(", "self", ",", "token", ",", "requested_access", ")", ":", "client", "=", "API", "(", "options", ".", "url_auth", ",", "auth_username", "=", "options", ".", "service_id", ",", "auth_password", "=", "options", ".", "client_secret", "...	41.851852	19.925926
def CountHuntResultsByType(self, hunt_id, cursor=None): """Counts number of hunts results per type.""" hunt_id_int = db_utils.HuntIDToInt(hunt_id) query = ("SELECT type, COUNT(*) FROM flow_results " "WHERE hunt_id = %s GROUP BY type") cursor.execute(query, [hunt_id_int]) return dict(c...	[ "def", "CountHuntResultsByType", "(", "self", ",", "hunt_id", ",", "cursor", "=", "None", ")", ":", "hunt_id_int", "=", "db_utils", ".", "HuntIDToInt", "(", "hunt_id", ")", "query", "=", "(", "\"SELECT type, COUNT(*) FROM flow_results \"", "\"WHERE hunt_id = %s GROUP ...	36.555556	14.555556
def _normalize_args(args): ''' Return args as a list of strings ''' if isinstance(args, six.string_types): return shlex.split(args) if isinstance(args, (tuple, list)): return [six.text_type(arg) for arg in args] else: return [six.text_type(args)]	[ "def", "_normalize_args", "(", "args", ")", ":", "if", "isinstance", "(", "args", ",", "six", ".", "string_types", ")", ":", "return", "shlex", ".", "split", "(", "args", ")", "if", "isinstance", "(", "args", ",", "(", "tuple", ",", "list", ")", ")",...	25.909091	16.454545
def setTargets(self, targets): """ Sets the targets. """ if not self.verifyArguments(targets) and not self.patterned: raise NetworkError('setTargets() requires [[...],[...],...] or [{"layerName": [...]}, ...].', targets) self.targets = targets	[ "def", "setTargets", "(", "self", ",", "targets", ")", ":", "if", "not", "self", ".", "verifyArguments", "(", "targets", ")", "and", "not", "self", ".", "patterned", ":", "raise", "NetworkError", "(", "'setTargets() requires [[...],[...],...] or [{\"layerName\": [.....	41.285714	19.571429
def packageipa(env, console): """ Package the built app as an ipa for distribution in iOS App Store """ ipa_path, app_path = _get_ipa(env) output_dir = path.dirname(ipa_path) if path.exists(ipa_path): console.quiet('Removing %s' % ipa_path) os.remove(ipa_path) zf = zipfile....	[ "def", "packageipa", "(", "env", ",", "console", ")", ":", "ipa_path", ",", "app_path", "=", "_get_ipa", "(", "env", ")", "output_dir", "=", "path", ".", "dirname", "(", "ipa_path", ")", "if", "path", ".", "exists", "(", "ipa_path", ")", ":", "console"...	29.851852	19.185185
def _comment(self, element): """Extracts the character to use for comments in the input file.""" for v in _get_xml_version(element): self.versions[v].comment = element.text	[ "def", "_comment", "(", "self", ",", "element", ")", ":", "for", "v", "in", "_get_xml_version", "(", "element", ")", ":", "self", ".", "versions", "[", "v", "]", ".", "comment", "=", "element", ".", "text" ]	49.25	6.5
def generate_thumbnail(self, ratio=None, width=None, height=None, filter='undefined', store=current_store, _preprocess_image=None, _postprocess_image=None): """Resizes the :attr:`original` (scales up or down) and then store the resized thumbnail into...	[ "def", "generate_thumbnail", "(", "self", ",", "ratio", "=", "None", ",", "width", "=", "None", ",", "height", "=", "None", ",", "filter", "=", "'undefined'", ",", "store", "=", "current_store", ",", "_preprocess_image", "=", "None", ",", "_postprocess_image...	44.779221	15.857143
def hbar_stack(self, stackers, **kw): ''' Generate multiple ``HBar`` renderers for levels stacked left to right. Args: stackers (seq[str]) : a list of data source field names to stack successively for ``left`` and ``right`` bar coordinates. Additionally, the...	[ "def", "hbar_stack", "(", "self", ",", "stackers", ",", "", "", "kw", ")", ":", "result", "=", "[", "]", "for", "kw", "in", "_double_stack", "(", "stackers", ",", "\"left\"", ",", "\"right\"", ",", "", "", "kw", ")", ":", "result", ".", "append...	39.7	32.45
def get_neutral(array_list): """Get list of zero-valued numpy arrays for specified list of numpy arrays :param array_list: list of numpy arrays :return: list of zeros of same shape as input """ res = [] for x in array_list: res.append(np.zeros_like(x)) return res	[ "def", "get_neutral", "(", "array_list", ")", ":", "res", "=", "[", "]", "for", "x", "in", "array_list", ":", "res", ".", "append", "(", "np", ".", "zeros_like", "(", "x", ")", ")", "return", "res" ]	26.727273	13.090909
def filereplacer(filepath): """ This context manager yields two file pointers: origlines: a generator that yields lines from the original file tmp: a file descriptor as if you had used open(tempfile.mkstemp(), 'w') NL: one of "\n", "\r\n" or "\r" depending on what is encount...	[ "def", "filereplacer", "(", "filepath", ")", ":", "# create the tmp dir if it doesn't exist yet", "tmpdir", "=", "join", "(", "ROOT", ",", "'tmp'", ")", "if", "not", "os", ".", "path", ".", "exists", "(", "tmpdir", ")", ":", "os", ".", "makedirs", "(", "tm...	37.789474	17.508772
def dist_abs( self, src, tar, qval=2, pval=1, normalized=False, alphabet=None ): """Return the Minkowski distance (:math:`L^p`-norm) of two strings. Parameters ---------- src : str Source string (or QGrams/Counter objects) for comparison tar : str ...	[ "def", "dist_abs", "(", "self", ",", "src", ",", "tar", ",", "qval", "=", "2", ",", "pval", "=", "1", ",", "normalized", "=", "False", ",", "alphabet", "=", "None", ")", ":", "q_src", ",", "q_tar", "=", "self", ".", "_get_qgrams", "(", "src", ","...	31.095238	18.904762
def put_data(self, out_path, data, mode=None, utimes=None): """ Implement put_file() by caling the corresponding ansible_mitogen.target function in the target, transferring small files inline. This is pipelined and will return immediately; failed transfers are reported as excepti...	[ "def", "put_data", "(", "self", ",", "out_path", ",", "data", ",", "mode", "=", "None", ",", "utimes", "=", "None", ")", ":", "self", ".", "get_chain", "(", ")", ".", "call_no_reply", "(", "ansible_mitogen", ".", "target", ".", "write_path", ",", "mito...	37.210526	15.210526
def _do_bulk_write_command( namespace, operation, command, docs, check_keys, opts, ctx): """Bulk write commands entry point.""" if ctx.sock_info.max_wire_version > 5: return _do_batched_op_msg( namespace, operation, command, docs, check_keys, opts, ctx) return _do_batched_write_c...	[ "def", "_do_bulk_write_command", "(", "namespace", ",", "operation", ",", "command", ",", "docs", ",", "check_keys", ",", "opts", ",", "ctx", ")", ":", "if", "ctx", ".", "sock_info", ".", "max_wire_version", ">", "5", ":", "return", "_do_batched_op_msg", "("...	48.5	13.75
def import_patch(self, patch_name, new_name=None): """ Import patch into the patch queue The patch is inserted as the next unapplied patch. """ if new_name: dir_name = os.path.dirname(new_name) name = os.path.basename(new_name) dest_dir = self.quilt_pa...	[ "def", "import_patch", "(", "self", ",", "patch_name", ",", "new_name", "=", "None", ")", ":", "if", "new_name", ":", "dir_name", "=", "os", ".", "path", ".", "dirname", "(", "new_name", ")", "name", "=", "os", ".", "path", ".", "basename", "(", "new...	36.352941	10.823529
def create_instance( self, parent, instance_id, instance, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Creates a Redis instance based on the specified tier and memory size...	[ "def", "create_instance", "(", "self", ",", "parent", ",", "instance_id", ",", "instance", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "=", "google", ".", "api_core", ".", "gapic_v1", ".", ...	44.933333	24.895238
def dimensions_from_subgroups(s): """ Given a sorted list of subgroups, return a string appropriate to provide as a composite track's `dimensions` arg. Parameters ---------- s : list of SubGroup objects (or anything with a `name` attribute) """ letters = 'XYABCDEFGHIJKLMNOPQRSTUVWZ' ...	[ "def", "dimensions_from_subgroups", "(", "s", ")", ":", "letters", "=", "'XYABCDEFGHIJKLMNOPQRSTUVWZ'", "return", "' '", ".", "join", "(", "[", "'dim{0}={1}'", ".", "format", "(", "dim", ",", "sg", ".", "name", ")", "for", "dim", ",", "sg", "in", "zip", ...	35.818182	19.818182
def load_arff_files_standardized(path_training, attr_labels, pos_label=None, path_testing=None, survival=True, standardize_numeric=True, to_numeric=True): """Load dataset in ARFF format. Parameters ---------- path_training : str Path to ARFF file containing data...	[ "def", "load_arff_files_standardized", "(", "path_training", ",", "attr_labels", ",", "pos_label", "=", "None", ",", "path_testing", "=", "None", ",", "survival", "=", "True", ",", "standardize_numeric", "=", "True", ",", "to_numeric", "=", "True", ")", ":", "...	37.460674	23.842697
def writetb(path, kvs, java_mem_mb=256): """Write typedbytes sequence file to HDFS given an iterator of KeyValue pairs :param path: HDFS path (string) :param kvs: Iterator of (key, value) :param java_mem_mb: Integer of java heap size in MB (default 256) :raises: IOError: An error occurred while sav...	[ "def", "writetb", "(", "path", ",", "kvs", ",", "java_mem_mb", "=", "256", ")", ":", "read_fd", ",", "write_fd", "=", "os", ".", "pipe", "(", ")", "read_fp", "=", "os", ".", "fdopen", "(", "read_fd", ",", "'r'", ")", "hstreaming", "=", "_find_hstream...	47.043478	21.826087
def getSiblings(self, textId, subreference): """ Retrieve the siblings of a textual node :param textId: CtsTextMetadata Identifier :param reference: CapitainsCtsPassage Reference :return: GetPrevNextUrn request response from the endpoint """ textId = "{}:{}".format(textI...	[ "def", "getSiblings", "(", "self", ",", "textId", ",", "subreference", ")", ":", "textId", "=", "\"{}:{}\"", ".", "format", "(", "textId", ",", "subreference", ")", "return", "self", ".", "getPrevNextUrn", "(", "urn", "=", "textId", ")" ]	41.666667	12.555556
def set_mounted(unitname: str, mounted: bool, swallow_exc: bool = False): """ Mount or unmount a unit. Worker for the contextlibs :param unitname: The systemd unit for the mount to affect. This probably should be one of :py:attr:`_SYSROOT_INACTIVE_UNIT` or :py:att...	[ "def", "set_mounted", "(", "unitname", ":", "str", ",", "mounted", ":", "bool", ",", "swallow_exc", ":", "bool", "=", "False", ")", ":", "try", ":", "if", "mounted", ":", "LOG", ".", "info", "(", "f\"Starting {unitname}\"", ")", "interface", "(", ")", ...	43.5	22.678571
def _build_color_table(): """ Build an RGB-to-256 color conversion table """ FG = FOREGROUND_COLOR BG = BACKROUND_COLOR return [ (0x00, 0x00, 0x00, FG.BLACK, BG.BLACK), (0x00, 0x00, 0xaa, FG.BLUE, BG.BLUE), (0x00, 0xaa, 0x00, FG.GREEN,...	[ "def", "_build_color_table", "(", ")", ":", "FG", "=", "FOREGROUND_COLOR", "BG", "=", "BACKROUND_COLOR", "return", "[", "(", "0x00", ",", "0x00", ",", "0x00", ",", "FG", ".", "BLACK", ",", "BG", ".", "BLACK", ")", ",", "(", "0x00", ",", "0x00", ",", ...	45.444444	23.37037
def insert(self, meter_db): """ Insert to :class:`~ekmmeters.MeterDB` subclass. Please note MeterDB subclassing is only for simplest-case. Args: meter_db (MeterDB): Instance of subclass of MeterDB. """ if meter_db: meter_db.dbInsert(self.m_req, self.m_r...	[ "def", "insert", "(", "self", ",", "meter_db", ")", ":", "if", "meter_db", ":", "meter_db", ".", "dbInsert", "(", "self", ".", "m_req", ",", "self", ".", "m_raw_read_a", ",", "self", ".", "m_raw_read_b", ")", "else", ":", "ekm_log", "(", "\"Attempt to in...	33.153846	23.846154
def main(api_endpoint, credentials, device_model_id, device_id, lang, verbose, input_audio_file, output_audio_file, block_size, grpc_deadline, args, *kwargs): """File based sample for the Google Assistant API. Examples: $ python -m audiofileinput -i <input file> -o <output fi...	[ "def", "main", "(", "api_endpoint", ",", "credentials", ",", "device_model_id", ",", "device_id", ",", "lang", ",", "verbose", ",", "input_audio_file", ",", "output_audio_file", ",", "block_size", ",", "grpc_deadline", ",", "", "args", ",", "", "*", "kwargs"...	42.73494	18.096386
def NTU_from_P_basic(P1, R1, subtype='crossflow'): r'''Returns the number of transfer units of a basic heat exchanger type with a specified (for side 1) thermal effectiveness `P1`, and heat capacity ratio `R1`. The supported cases are as follows: * Counterflow (ex. double-pipe) [analytical] ...	[ "def", "NTU_from_P_basic", "(", "P1", ",", "R1", ",", "subtype", "=", "'crossflow'", ")", ":", "NTU_min", "=", "1E-11", "function", "=", "temperature_effectiveness_basic", "if", "subtype", "==", "'counterflow'", ":", "return", "-", "log", "(", "(", "P1", "*"...	40.018692	25.345794
def get_labels(data, centroids,K): """ Returns a label for each piece of data in the dataset Parameters ------------ data: array-like, shape= (m_samples,n_samples) K: integer number of K clusters centroids: array-like, shape=(K, n_samples) returns -----------...	[ "def", "get_labels", "(", "data", ",", "centroids", ",", "K", ")", ":", "distances", "=", "np", ".", "sqrt", "(", "(", "(", "data", "-", "centroids", "[", ":", ",", "np", ".", "newaxis", "]", ")", "**", "2", ")", ".", "sum", "(", "axis", "=", ...	27.882353	17.294118
def connect(self, host=None, port=None): """Connects to given host address and port.""" host = self.host if host is None else host port = self.port if port is None else port self.socket.connect(host, port)	[ "def", "connect", "(", "self", ",", "host", "=", "None", ",", "port", "=", "None", ")", ":", "host", "=", "self", ".", "host", "if", "host", "is", "None", "else", "host", "port", "=", "self", ".", "port", "if", "port", "is", "None", "else", "port...	46.6	4.2
def addCutterTool(actor): """Create handles to cut away parts of a mesh. .. hint:: \|cutter\| \|cutter.py\|_ """ if isinstance(actor, vtk.vtkVolume): return _addVolumeCutterTool(actor) elif isinstance(actor, vtk.vtkImageData): from vtkplotter import Volume return _addVolumeCutte...	[ "def", "addCutterTool", "(", "actor", ")", ":", "if", "isinstance", "(", "actor", ",", "vtk", ".", "vtkVolume", ")", ":", "return", "_addVolumeCutterTool", "(", "actor", ")", "elif", "isinstance", "(", "actor", ",", "vtk", ".", "vtkImageData", ")", ":", ...	30.433735	16.831325
def list_all_braintree_gateways(cls, **kwargs): """List BraintreeGateways Return a list of BraintreeGateways This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.list_all_braintree_gateways(async=T...	[ "def", "list_all_braintree_gateways", "(", "cls", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "return", "cls", ".", "_list_all_braintree_gateways_with_http_...	39.086957	15.521739
def QA_fetch_get_macroindex_list(ip=None, port=None): """宏观指标列表 Keyword Arguments: ip {[type]} -- [description] (default: {None}) port {[type]} -- [description] (default: {None}) 38 10 宏观指标 HG """ global extension_market_list extension_market_list = QA...	[ "def", "QA_fetch_get_macroindex_list", "(", "ip", "=", "None", ",", "port", "=", "None", ")", ":", "global", "extension_market_list", "extension_market_list", "=", "QA_fetch_get_extensionmarket_list", "(", ")", "if", "extension_market_list", "is", "None", "else", "ext...	28.5625	20.5625
def load_config(from_key, to_key): """Load configuration from config. Meant to run only once per system process as class variable in subclasses.""" from .mappings import mappings kbs = {} for key, values in mappings['config'].iteritems(): parse_dict = {} ...	[ "def", "load_config", "(", "from_key", ",", "to_key", ")", ":", "from", ".", "mappings", "import", "mappings", "kbs", "=", "{", "}", "for", "key", ",", "values", "in", "mappings", "[", "'config'", "]", ".", "iteritems", "(", ")", ":", "parse_dict", "="...	36.8	12.666667
def _ignore_path(cls, path, ignore_list=None, white_list=None): """Returns a whether a path should be ignored or not.""" ignore_list = ignore_list or [] white_list = white_list or [] return (cls._matches_patterns(path, ignore_list) and not cls._matches_patterns(path, whit...	[ "def", "_ignore_path", "(", "cls", ",", "path", ",", "ignore_list", "=", "None", ",", "white_list", "=", "None", ")", ":", "ignore_list", "=", "ignore_list", "or", "[", "]", "white_list", "=", "white_list", "or", "[", "]", "return", "(", "cls", ".", "_...	53.833333	11.166667
def ApproximateDistanceBetweenPoints(pa, pb): """Finds the distance between two points on the Earth's surface. This is an approximate distance based on assuming that the Earth is a sphere. The points are specified by their lattitude and longitude. Args: pa: the first (lat, lon) point tuple pb: the sec...	[ "def", "ApproximateDistanceBetweenPoints", "(", "pa", ",", "pb", ")", ":", "alat", ",", "alon", "=", "pa", "blat", ",", "blon", "=", "pb", "sa", "=", "transitfeed", ".", "Stop", "(", "lat", "=", "alat", ",", "lng", "=", "alon", ")", "sb", "=", "tra...	31.722222	17.888889
def is_url(name): """Returns true if the name looks like a URL""" if ':' not in name: return False scheme = name.split(':', 1)[0].lower() return scheme in ['http', 'https', 'file', 'ftp'] + vcs.all_schemes	[ "def", "is_url", "(", "name", ")", ":", "if", "':'", "not", "in", "name", ":", "return", "False", "scheme", "=", "name", ".", "split", "(", "':'", ",", "1", ")", "[", "0", "]", ".", "lower", "(", ")", "return", "scheme", "in", "[", "'http'", ",...	37.333333	15.5
def plural(self, text, count=None): """ Return the plural of text. If count supplied, then return text if count is one of: 1, a, an, one, each, every, this, that otherwise return the plural. Whitespace at the start and end is preserved. """ pre, wor...	[ "def", "plural", "(", "self", ",", "text", ",", "count", "=", "None", ")", ":", "pre", ",", "word", ",", "post", "=", "self", ".", "partition_word", "(", "text", ")", "if", "not", "word", ":", "return", "text", "plural", "=", "self", ".", "postproc...	30.333333	15.190476
def call_jobs_parallel( self, jobs, expansions=None, raise_job_errors=True, raise_action_errors=True, catch_transport_errors=False, timeout=None, **kwargs ): """ Build and send multiple job requests to one or more services, each with on...	[ "def", "call_jobs_parallel", "(", "self", ",", "jobs", ",", "expansions", "=", "None", ",", "raise_job_errors", "=", "True", ",", "raise_action_errors", "=", "True", ",", "catch_transport_errors", "=", "False", ",", "timeout", "=", "None", ",", "", "", "kw...	58.637681	35.072464
def minify_js(input_files, output_file): """ Minifies the input javascript files to the output file. Output file may be same as input to minify in place. In debug mode this function just concatenates the files without minifying. """ from .modules import minify, utils if not isinstance...	[ "def", "minify_js", "(", "input_files", ",", "output_file", ")", ":", "from", ".", "modules", "import", "minify", ",", "utils", "if", "not", "isinstance", "(", "input_files", ",", "(", "list", ",", "tuple", ")", ")", ":", "raise", "RuntimeError", "(", "'...	28.285714	18.380952
def fork(self): """Fork this gist. :returns: :class:`Gist <Gist>` if successful, ``None`` otherwise """ url = self._build_url('forks', base_url=self._api) json = self._json(self._post(url), 201) return Gist(json, self) if json else None	[ "def", "fork", "(", "self", ")", ":", "url", "=", "self", ".", "_build_url", "(", "'forks'", ",", "base_url", "=", "self", ".", "_api", ")", "json", "=", "self", ".", "_json", "(", "self", ".", "_post", "(", "url", ")", ",", "201", ")", "return",...	30.888889	19
def size(self): """Returns: int : The total number of bytes that will be returned by the iterator. """ if hasattr(self._stream, 'len'): return len(self._stream) elif hasattr(self._stream, 'fileno'): return os.fstat(self._stream.fileno()).st_size el...	[ "def", "size", "(", "self", ")", ":", "if", "hasattr", "(", "self", ".", "_stream", ",", "'len'", ")", ":", "return", "len", "(", "self", ".", "_stream", ")", "elif", "hasattr", "(", "self", ".", "_stream", ",", "'fileno'", ")", ":", "return", "os"...	36.076923	11.461538
def remove_tag_and_push_registries(tag_and_push_registries, version): """ Remove matching entries from tag_and_push_registries (in-place) :param tag_and_push_registries: dict, uri -> dict :param version: str, 'version' to match against """ registries = [uri ...	[ "def", "remove_tag_and_push_registries", "(", "tag_and_push_registries", ",", "version", ")", ":", "registries", "=", "[", "uri", "for", "uri", ",", "regdict", "in", "tag_and_push_registries", ".", "items", "(", ")", "if", "regdict", "[", "'version'", "]", "==",...	44.692308	18.384615
def word_to_id(self, word): """Returns the integer id of a word string.""" if word in self._vocab: return self._vocab[word] else: return self._unk_id	[ "def", "word_to_id", "(", "self", ",", "word", ")", ":", "if", "word", "in", "self", ".", "_vocab", ":", "return", "self", ".", "_vocab", "[", "word", "]", "else", ":", "return", "self", ".", "_unk_id" ]	32	10.333333
def overlapping(self, start=None, end=None): """ :return: occurrences overlapping the given start and end datetimes, inclusive. Special logic is applied for all-day occurrences, for which the start and end times are zeroed to find all occurrences that occur on a DATE as o...	[ "def", "overlapping", "(", "self", ",", "start", "=", "None", ",", "end", "=", "None", ")", ":", "qs", "=", "self", "if", "start", ":", "dt_start", "=", "coerce_dt_awareness", "(", "start", ")", "qs", "=", "qs", ".", "filter", "(", "# Exclusive for dat...	36.24	20.72
def get_force(self, component_info=None, data=None, component_position=None): """Get force data.""" components = [] append_components = components.append for _ in range(component_info.plate_count): component_position, plate = QRTPacket._get_exact( RTForcePlate...	[ "def", "get_force", "(", "self", ",", "component_info", "=", "None", ",", "data", "=", "None", ",", "component_position", "=", "None", ")", ":", "components", "=", "[", "]", "append_components", "=", "components", ".", "append", "for", "_", "in", "range", ...	42.25	14.8125
def text_to_data(self, text, elt, ps): '''convert text into typecode specific data. ''' v = text if self.pyclass is not None: return self.pyclass(v) m = _magicnums.get(v) if m: return m try: return float(v) except: rai...	[ "def", "text_to_data", "(", "self", ",", "text", ",", "elt", ",", "ps", ")", ":", "v", "=", "text", "if", "self", ".", "pyclass", "is", "not", "None", ":", "return", "self", ".", "pyclass", "(", "v", ")", "m", "=", "_magicnums", ".", "get", "(", ...	26.8	19.066667
def _condense(self, data): ''' Condense by or-ing all of the sets. ''' if data: return reduce(operator.ior, data.values()) return set()	[ "def", "_condense", "(", "self", ",", "data", ")", ":", "if", "data", ":", "return", "reduce", "(", "operator", ".", "ior", ",", "data", ".", "values", "(", ")", ")", "return", "set", "(", ")" ]	22.142857	20.142857
async def set_mode(self, target, *modes): """ Set mode on target. Users should only rely on the mode actually being changed when receiving an on_{channel,user}_mode_change callback. """ if self.is_channel(target) and not self.in_channel(target): raise NotInChannel(tar...	[ "async", "def", "set_mode", "(", "self", ",", "target", ",", "*", "modes", ")", ":", "if", "self", ".", "is_channel", "(", "target", ")", "and", "not", "self", ".", "in_channel", "(", "target", ")", ":", "raise", "NotInChannel", "(", "target", ")", "...	40.777778	19.444444
def _init_actions(self, create_standard_actions): """ Init context menu action """ menu_advanced = QtWidgets.QMenu(_('Advanced')) self.add_menu(menu_advanced) self._sub_menus = { 'Advanced': menu_advanced } if create_standard_actions: # Undo ...	[ "def", "_init_actions", "(", "self", ",", "create_standard_actions", ")", ":", "menu_advanced", "=", "QtWidgets", ".", "QMenu", "(", "_", "(", "'Advanced'", ")", ")", "self", ".", "add_menu", "(", "menu_advanced", ")", "self", ".", "_sub_menus", "=", "{", ...	43.537736	11.424528
def post_attachment(session, thread_id, attachments): """ Add a message to a thread """ files = [] filenames = [] for attachment in attachments: files.append(attachment['file']) filenames.append(attachment['filename']) message_data = { 'attachments[]': filenames, ...	[ "def", "post_attachment", "(", "session", ",", "thread_id", ",", "attachments", ")", ":", "files", "=", "[", "]", "filenames", "=", "[", "]", "for", "attachment", "in", "attachments", ":", "files", ".", "append", "(", "attachment", "[", "'file'", "]", ")...	36.75	17
def geom_length(geom): """ Calculates the length of coordinates in a shapely geometry. """ if geom.geom_type == 'Point': return 1 if hasattr(geom, 'exterior'): geom = geom.exterior if not geom.geom_type.startswith('Multi') and hasattr(geom, 'array_interface_base'): return...	[ "def", "geom_length", "(", "geom", ")", ":", "if", "geom", ".", "geom_type", "==", "'Point'", ":", "return", "1", "if", "hasattr", "(", "geom", ",", "'exterior'", ")", ":", "geom", "=", "geom", ".", "exterior", "if", "not", "geom", ".", "geom_type", ...	30.6	16.6
def cmd_fernet_genkey(writecfg): """Generate a new Fernet Key, optionally write it to ~/.habu.json Example: \b $ habu.fernet.genkey xgvWCIvjwe9Uq7NBvwO796iI4dsGD623QOT9GWqnuhg= """ key = Fernet.generate_key() print(key.decode()) if writecfg: habucfg = loadcfg(environment=...	[ "def", "cmd_fernet_genkey", "(", "writecfg", ")", ":", "key", "=", "Fernet", ".", "generate_key", "(", ")", "print", "(", "key", ".", "decode", "(", ")", ")", "if", "writecfg", ":", "habucfg", "=", "loadcfg", "(", "environment", "=", "False", ")", "hab...	26.888889	20
def hook(self, name): """ Return a decorator that attaches a callback to a hook. See :meth:`add_hook` for details.""" def decorator(func): self.add_hook(name, func) return func return decorator	[ "def", "hook", "(", "self", ",", "name", ")", ":", "def", "decorator", "(", "func", ")", ":", "self", ".", "add_hook", "(", "name", ",", "func", ")", "return", "func", "return", "decorator" ]	35.285714	9.571429
def main(argv=None): ''' Execute the "intake" command line program. ''' from intake.cli.bootstrap import main as _main return _main('Intake Catalog CLI', subcommands.all, argv or sys.argv)	[ "def", "main", "(", "argv", "=", "None", ")", ":", "from", "intake", ".", "cli", ".", "bootstrap", "import", "main", "as", "_main", "return", "_main", "(", "'Intake Catalog CLI'", ",", "subcommands", ".", "all", ",", "argv", "or", "sys", ".", "argv", "...	28.571429	26.571429
def get_cutout(self, resource, resolution, x_range, y_range, z_range, time_range=None, id_list=[], access_mode=CacheMode.no_cache, **kwargs): """Get a cutout from the volume service. Args: resource (intern.resource.boss.resource.ChannelResource): Channel or layer resource. resol...	[ "def", "get_cutout", "(", "self", ",", "resource", ",", "resolution", ",", "x_range", ",", "y_range", ",", "z_range", ",", "time_range", "=", "None", ",", "id_list", "=", "[", "]", ",", "access_mode", "=", "CacheMode", ".", "no_cache", ",", "", "", "...	57.925926	36.259259
def flat_map(self, flatmap_function): """Return a new Streamlet by applying map_function to each element of this Streamlet and flattening the result """ from heronpy.streamlet.impl.flatmapbolt import FlatMapStreamlet fm_streamlet = FlatMapStreamlet(flatmap_function, self) self._add_child(fm_s...	[ "def", "flat_map", "(", "self", ",", "flatmap_function", ")", ":", "from", "heronpy", ".", "streamlet", ".", "impl", ".", "flatmapbolt", "import", "FlatMapStreamlet", "fm_streamlet", "=", "FlatMapStreamlet", "(", "flatmap_function", ",", "self", ")", "self", "."...	43.25	10.125
def reset(self): """ Resets the player and discards loaded data. """ self.clip = None self.loaded_file = None self.fps = None self.duration = None self.status = UNINITIALIZED self.clock.reset() self.loop_count = 0	[ "def", "reset", "(", "self", ")", ":", "self", ".", "clip", "=", "None", "self", ".", "loaded_file", "=", "None", "self", ".", "fps", "=", "None", "self", ".", "duration", "=", "None", "self", ".", "status", "=", "UNINITIALIZED", "self", ".", "clock"...	18.416667	22.666667
def get(siren): ''' renvoie un tuple (str, str, str, rs) un siren une categorie d'entreprise une annee une raison sociale param: un siren (str) :Example: >>> get('444465736') (u'2013', u'444465736', u'entreprise de taille inte...	[ "def", "get", "(", "siren", ")", ":", "# format siren", "siren", "=", "addinterval", "(", "siren", ",", "' '", ",", "3", ")", "# send request", "res", "=", "requests", ".", "get", "(", "api", ".", "format", "(", "siren", ")", ")", "try", ":", "# if r...	25	19.085106
def match_modules(allowed_modules): """Creates a matcher that matches a list/set/tuple of allowed modules.""" cleaned_allowed_modules = [ utils.mod_to_mod_name(tmp_mod) for tmp_mod in allowed_modules ] cleaned_split_allowed_modules = [ tmp_mod.split(".") for tmp_mod in cl...	[ "def", "match_modules", "(", "allowed_modules", ")", ":", "cleaned_allowed_modules", "=", "[", "utils", ".", "mod_to_mod_name", "(", "tmp_mod", ")", "for", "tmp_mod", "in", "allowed_modules", "]", "cleaned_split_allowed_modules", "=", "[", "tmp_mod", ".", "split", ...	38.3	17.6
def _join_info_fields(self): """Updates info attribute from info dict.""" if self.info_dict: info_fields = [] if len(self.info_dict) > 1: self.info_dict.pop(".", None) for field, value in self.info_dict.items(): if field == value: ...	[ "def", "_join_info_fields", "(", "self", ")", ":", "if", "self", ".", "info_dict", ":", "info_fields", "=", "[", "]", "if", "len", "(", "self", ".", "info_dict", ")", ">", "1", ":", "self", ".", "info_dict", ".", "pop", "(", "\".\"", ",", "None", "...	37.285714	11.285714
def exit_config_mode(self, exit_config="", pattern=""): """Exit from configuration mode. :param exit_config: Command to exit configuration mode :type exit_config: str :param pattern: Pattern to terminate reading of channel :type pattern: str """ output = "" ...	[ "def", "exit_config_mode", "(", "self", ",", "exit_config", "=", "\"\"", ",", "pattern", "=", "\"\"", ")", ":", "output", "=", "\"\"", "if", "self", ".", "check_config_mode", "(", ")", ":", "self", ".", "write_channel", "(", "self", ".", "normalize_cmd", ...	38.352941	17.470588
def get_appliance(self, appliance_id): """Get the information for a specified appliance Args: appliance_id (string): identifiying string of appliance Returns: list: dictionary object containing information about the specified appliance """ url = "https://api.neur.io/v1/appliances/%s"%(...	[ "def", "get_appliance", "(", "self", ",", "appliance_id", ")", ":", "url", "=", "\"https://api.neur.io/v1/appliances/%s\"", "%", "(", "appliance_id", ")", "headers", "=", "self", ".", "__gen_headers", "(", ")", "headers", "[", "\"Content-Type\"", "]", "=", "\"ap...	29.1875	21.5
def smooth(x0, rho, gamma, axis=0): """ Proximal operator for a smoothing function enforced via the discrete laplacian operator Notes ----- Currently only works with matrices (2-D arrays) as input Parameters ---------- x0 : array_like The starting or initial point used in the p...	[ "def", "smooth", "(", "x0", ",", "rho", ",", "gamma", ",", "axis", "=", "0", ")", ":", "# Apply Laplacian smoothing", "n", "=", "x0", ".", "shape", "[", "axis", "]", "lap_op", "=", "spdiags", "(", "[", "(", "2", "+", "rho", "/", "gamma", ")", "*"...	29.580645	30.096774
def splitext2(filepath): """Split filepath into root, filename, ext Args: filepath (str, path): file path Returns: str """ root, filename = os.path.split(safepath(filepath)) filename, ext = os.path.splitext(safepath(filename)) return root, filename, ext	[ "def", "splitext2", "(", "filepath", ")", ":", "root", ",", "filename", "=", "os", ".", "path", ".", "split", "(", "safepath", "(", "filepath", ")", ")", "filename", ",", "ext", "=", "os", ".", "path", ".", "splitext", "(", "safepath", "(", "filename...	24	18.75
def eval_advs(self, x, y, preds_adv, X_test, Y_test, att_type): """ Evaluate the accuracy of the model on adversarial examples :param x: symbolic input to model. :param y: symbolic variable for the label. :param preds_adv: symbolic variable for the prediction on an adversarial...	[ "def", "eval_advs", "(", "self", ",", "x", ",", "y", ",", "preds_adv", ",", "X_test", ",", "Y_test", ",", "att_type", ")", ":", "end", "=", "(", "len", "(", "X_test", ")", "//", "self", ".", "batch_size", ")", "*", "self", ".", "batch_size", "if", ...	38	16.181818
def with_claims(self, issuer=None, subject=None, audience=None, additional_claims=None): """Returns a copy of these credentials with modified claims. Args: issuer (str): The `iss` claim. If unspecified the current issuer claim will be used. su...	[ "def", "with_claims", "(", "self", ",", "issuer", "=", "None", ",", "subject", "=", "None", ",", "audience", "=", "None", ",", "additional_claims", "=", "None", ")", ":", "new_additional_claims", "=", "copy", ".", "deepcopy", "(", "self", ".", "_additional...	46.259259	22
def fetch_all_data(self, limit=50000): """ Fetch data for all entities. """ # Query text query = text( """ SELECT domain, entity_id, state, last_changed FROM states WHERE state NOT IN ('unknown', 'unavailable') ...	[ "def", "fetch_all_data", "(", "self", ",", "limit", "=", "50000", ")", ":", "# Query text", "query", "=", "text", "(", "\"\"\"\n SELECT domain, entity_id, state, last_changed\n FROM states\n WHERE\n state NOT IN ('unknown', 'unavailable')...	31.72	14.76
def get_view_response(self, request, page, view_func, view_args, view_kwargs): """ Render the custom view that was exposed by the extra plugin URL patterns. This gives the ability to add extra middleware logic. """ return view_func(request, page, view_args, *view_kwargs)	[ "def", "get_view_response", "(", "self", ",", "request", ",", "page", ",", "view_func", ",", "view_args", ",", "view_kwargs", ")", ":", "return", "view_func", "(", "request", ",", "page", ",", "", "view_args", ",", "", "*", "view_kwargs", ")" ]	51.333333	21
def _finish(self, g): """Called on completion of an upload greenlet. Takes care to forward Exceptions or, if there is no error, the finished TarPartition value across a channel. """ assert g.ready() if g.successful(): finished_tpart = g.get() sel...	[ "def", "_finish", "(", "self", ",", "g", ")", ":", "assert", "g", ".", "ready", "(", ")", "if", "g", ".", "successful", "(", ")", ":", "finished_tpart", "=", "g", ".", "get", "(", ")", "self", ".", "wait_change", ".", "put", "(", "finished_tpart", ...	30.846154	16.615385
def settle_to_markers(self, frame_no=0, max_distance=0.05, max_iters=300, states=None): '''Settle the skeleton to our marker data at a specific frame. Parameters ---------- frame_no : int, optional Settle the skeleton to marker data at this frame. D...	[ "def", "settle_to_markers", "(", "self", ",", "frame_no", "=", "0", ",", "max_distance", "=", "0.05", ",", "max_iters", "=", "300", ",", "states", "=", "None", ")", ":", "if", "states", "is", "not", "None", ":", "self", ".", "skeleton", ".", "set_body_...	46.828571	20.085714
def predict(self, X): """Get the index of the grid cell containing each sample in X Parameters ---------- X : array-like, shape = [n_samples, n_features] New data Returns ------- y : array, shape = [n_samples,] Index of the grid cell cont...	[ "def", "predict", "(", "self", ",", "X", ")", ":", "if", "np", ".", "any", "(", "X", "<", "self", ".", "grid", "[", ":", ",", "0", "]", ")", "or", "np", ".", "any", "(", "X", ">", "self", ".", "grid", "[", ":", ",", "-", "1", "]", ")", ...	34.391304	21.608696
def get_contents_sig(self): """ A helper method for get_cachedir_bsig. It computes and returns the signature for this node's contents. """ try: return self.contentsig except AttributeError: pass executor = self.get_executor() ...	[ "def", "get_contents_sig", "(", "self", ")", ":", "try", ":", "return", "self", ".", "contentsig", "except", "AttributeError", ":", "pass", "executor", "=", "self", ".", "get_executor", "(", ")", "result", "=", "self", ".", "contentsig", "=", "SCons", ".",...	23.941176	20.058824
def setCurrentLayer(self, layer): """ Sets the current layer for this scene to the inputed layer. :param layer \| <XNodeLayer> \|\| None """ if self._currentLayer == layer: return False old = self._currentLayer self._currentLayer = ...	[ "def", "setCurrentLayer", "(", "self", ",", "layer", ")", ":", "if", "self", ".", "_currentLayer", "==", "layer", ":", "return", "False", "old", "=", "self", ".", "_currentLayer", "self", ".", "_currentLayer", "=", "layer", "if", "old", "is", "not", "Non...	24.857143	15.714286
def html_authors(self): """HTML5-formatted authors (`list` of `str`).""" return self.format_authors(format='html5', deparagraph=True, mathjax=False, smart=True)	[ "def", "html_authors", "(", "self", ")", ":", "return", "self", ".", "format_authors", "(", "format", "=", "'html5'", ",", "deparagraph", "=", "True", ",", "mathjax", "=", "False", ",", "smart", "=", "True", ")" ]	52	16.5
def fits_recarray_to_data_frame (recarray, drop_nonscalar_ok=True): """Convert a FITS data table, stored as a Numpy record array, into a Pandas DataFrame object. By default, non-scalar columns are discarded, but if drop_nonscalar_ok is False then a :exc:`ValueError` is raised. Column names are lower-c...	[ "def", "fits_recarray_to_data_frame", "(", "recarray", ",", "drop_nonscalar_ok", "=", "True", ")", ":", "from", "pandas", "import", "DataFrame", "def", "normalize", "(", ")", ":", "for", "column", "in", "recarray", ".", "columns", ":", "n", "=", "column", "....	38.184211	21.5
def gait(self, x): """ Extract gait features from estimated heel strikes and accelerometer data. :param x: The time series to assess freeze of gait on. This could be x, y, z or mag_sum_acc. :type x: pandas.Series :return number_of_steps: Estimated number of step...	[ "def", "gait", "(", "self", ",", "x", ")", ":", "data", "=", "x", "strikes", ",", "_", "=", "self", ".", "heel_strikes", "(", "data", ")", "step_durations", "=", "[", "]", "for", "i", "in", "range", "(", "1", ",", "np", ".", "size", "(", "strik...	45.541284	24.761468
def _get_inter_event_tau(self, C, mag, num_sites): """ Returns the inter-event standard deviation (tau), which is dependent on magnitude """ base_vals = np.zeros(num_sites) if mag <= 4.5: return base_vals + C["t1"] elif mag >= 5.5: return b...	[ "def", "_get_inter_event_tau", "(", "self", ",", "C", ",", "mag", ",", "num_sites", ")", ":", "base_vals", "=", "np", ".", "zeros", "(", "num_sites", ")", "if", "mag", "<=", "4.5", ":", "return", "base_vals", "+", "C", "[", "\"t1\"", "]", "elif", "ma...	34.666667	13.833333
def _FormatServiceText(self, service): """Produces a human readable multi-line string representing the service. Args: service (WindowsService): service to format. Returns: str: human readable representation of a Windows Service. """ string_segments = [ service.name, '\...	[ "def", "_FormatServiceText", "(", "self", ",", "service", ")", ":", "string_segments", "=", "[", "service", ".", "name", ",", "'\\tImage Path = {0:s}'", ".", "format", "(", "service", ".", "image_path", ")", ",", "'\\tService Type = {0:s}'", ".", "format", "...	37.952381	21.142857
def create_deletion_handler(preference): """ Will generate a dynamic handler to purge related preference on instance deletion """ def delete_related_preferences(sender, instance, args, *kwargs): queryset = preference.registry.preference_model.objects\ ...	[ "def", "create_deletion_handler", "(", "preference", ")", ":", "def", "delete_related_preferences", "(", "sender", ",", "instance", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "queryset", "=", "preference", ".", "registry", ".", "preference_model", "....	46	14.615385
def find_previous_sibling(self, args, kwargs): """ Like :meth:`find`, but searches through :attr:`previous_siblings` """ op = operator.methodcaller('find_previous_sibling', args, **kwargs) return self._wrap_node(op)	[ "def", "find_previous_sibling", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "op", "=", "operator", ".", "methodcaller", "(", "'find_previous_sibling'", ",", "", "args", ",", "", "", "kwargs", ")", "return", "self", ".", "_wrap_no...	42.333333	14
def bind_parameters(self, value_dict): """Assign parameters to values yielding a new circuit. Args: value_dict (dict): {parameter: value, ...} Raises: QiskitError: If value_dict contains parameters not present in the circuit Returns: QuantumCircuit:...	[ "def", "bind_parameters", "(", "self", ",", "value_dict", ")", ":", "new_circuit", "=", "self", ".", "copy", "(", ")", "if", "value_dict", ".", "keys", "(", ")", ">", "self", ".", "parameters", ":", "raise", "QiskitError", "(", "'Cannot bind parameters ({}) ...	36.333333	22.125
def enforce_periodic_boundary_conditions( self ): """ Ensure that all lattice sites are within the central periodic image of the simulation cell. Sites that are outside the central simulation cell are mapped back into this cell. Args: None Returns: ...	[ "def", "enforce_periodic_boundary_conditions", "(", "self", ")", ":", "for", "s", "in", "self", ".", "sites", ":", "for", "i", "in", "range", "(", "3", ")", ":", "if", "s", ".", "r", "[", "i", "]", "<", "0.0", ":", "s", ".", "r", "[", "i", "]",...	33.411765	20.470588
def to_yaml(cls, dumper, data): """ Convert a Python object to a representation node. """ return dumper.represent_yaml_object(cls.yaml_tag, data, cls, flow_style=cls.yaml_flow_style)	[ "def", "to_yaml", "(", "cls", ",", "dumper", ",", "data", ")", ":", "return", "dumper", ".", "represent_yaml_object", "(", "cls", ".", "yaml_tag", ",", "data", ",", "cls", ",", "flow_style", "=", "cls", ".", "yaml_flow_style", ")" ]	37.5	10.166667
def _rename_with_content_disposition(self, response: HTTPResponse): '''Rename using the Content-Disposition header.''' if not self._filename: return if response.request.url_info.scheme not in ('http', 'https'): return header_value = response.fields.get('Content-...	[ "def", "_rename_with_content_disposition", "(", "self", ",", "response", ":", "HTTPResponse", ")", ":", "if", "not", "self", ".", "_filename", ":", "return", "if", "response", ".", "request", ".", "url_info", ".", "scheme", "not", "in", "(", "'http'", ",", ...	33.421053	25.842105
def triangle_area(e1, e2, e3): """ Get the area of triangle formed by three vectors. Parameters are three three-dimensional numpy arrays representing vectors of triangle's edges in Cartesian space. :returns: Float number, the area of the triangle in squared units of coordinates, or...	[ "def", "triangle_area", "(", "e1", ",", "e2", ",", "e3", ")", ":", "# calculating edges length", "e1_length", "=", "numpy", ".", "sqrt", "(", "numpy", ".", "sum", "(", "e1", "*", "e1", ",", "axis", "=", "-", "1", ")", ")", "e2_length", "=", "numpy", ...	39.666667	20.428571
def safe_repr(obj, clip=None): """ Convert object to string representation, yielding the same result a `repr` but catches all exceptions and returns 'N/A' instead of raising the exception. Strings may be truncated by providing `clip`. >>> safe_repr(42) '42' >>> safe_repr('Clipped text', cli...	[ "def", "safe_repr", "(", "obj", ",", "clip", "=", "None", ")", ":", "try", ":", "s", "=", "repr", "(", "obj", ")", "if", "not", "clip", "or", "len", "(", "s", ")", "<=", "clip", ":", "return", "s", "else", ":", "return", "s", "[", ":", "clip"...	26.619048	18.904762
def check_public_ok(func): """ Call after login decorator. """ def wrapper(request, args, *kwargs): default_to_open = getattr(settings, 'DEFAULT_TO_OPEN_READ', False) database_name = kwargs.get('database_name', "") collection_name = kwargs.get('collection_name', "") ...	[ "def", "check_public_ok", "(", "func", ")", ":", "def", "wrapper", "(", "request", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "default_to_open", "=", "getattr", "(", "settings", ",", "'DEFAULT_TO_OPEN_READ'", ",", "False", ")", "database_name", "...	41.657895	19.552632
def kill_design_run(self, data_view_id, run_uuid): """ Kills an in progress experimental design run :param data_view_id: The ID number of the data view to which the run belongs, as a string :type data_view_id: str :param run_uuid: The UUID of the design run to kill ...	[ "def", "kill_design_run", "(", "self", ",", "data_view_id", ",", "run_uuid", ")", ":", "url", "=", "routes", ".", "kill_data_view_design_run", "(", "data_view_id", ",", "run_uuid", ")", "response", "=", "self", ".", "_delete", "(", "url", ")", ".", "json", ...	33.9375	16.0625
def parse(cls, line, ns={}): """ Parse compositor specifications, returning a list Compositors """ definitions = [] parses = [p for p in cls.compositor_spec.scanString(line)] if len(parses) != 1: raise SyntaxError("Invalid specification syntax.") else...	[ "def", "parse", "(", "cls", ",", "line", ",", "ns", "=", "{", "}", ")", ":", "definitions", "=", "[", "]", "parses", "=", "[", "p", "for", "p", "in", "cls", ".", "compositor_spec", ".", "scanString", "(", "line", ")", "]", "if", "len", "(", "pa...	41.352941	22.294118
def _printDescription(self, hrlinetop=True): """generic method to print out a description""" if hrlinetop: self._print("----------------") NOTFOUND = "[not found]" if self.currentEntity: obj = self.currentEntity['object'] label = obj.bestLabel() or NOT...	[ "def", "_printDescription", "(", "self", ",", "hrlinetop", "=", "True", ")", ":", "if", "hrlinetop", ":", "self", ".", "_print", "(", "\"----------------\"", ")", "NOTFOUND", "=", "\"[not found]\"", "if", "self", ".", "currentEntity", ":", "obj", "=", "self"...	54.742857	20.714286
def get_csv_reader(csvfile, dialect=csv.excel, encoding="utf-8", kwds): """Returns csv reader.""" try: # pylint: disable=pointless-statement unicode return UnicodeReader(csvfile, dialect=dialect, encoding=encoding, kwds) except NameError: return csv.reader(csvfile, dialec...	[ "def", "get_csv_reader", "(", "csvfile", ",", "dialect", "=", "csv", ".", "excel", ",", "encoding", "=", "\"utf-8\"", ",", "", "", "kwds", ")", ":", "try", ":", "# pylint: disable=pointless-statement", "unicode", "return", "UnicodeReader", "(", "csvfile", ",...	41.375	21.75
def fprocess(infilep,outfilep): """ Scans an input file for LA equations between double square brackets, e.g. [[ M3_mymatrix = M3_anothermatrix^-1 ]], and replaces the expression with a comment containing the equation followed by nested function calls that implement the equation as C code. A trailin...	[ "def", "fprocess", "(", "infilep", ",", "outfilep", ")", ":", "pattern", "=", "r'\\[\\[\\s(.?)\\s*\\]\\]'", "eqn", "=", "re", ".", "compile", "(", "pattern", ",", "re", ".", "DOTALL", ")", "s", "=", "infilep", ".", "read", "(", ")", "def", "parser", ...	40.73913	22.130435
def set_value(self, comp_str): """ Set the value of component. :param string comp_str: value of component :returns: None :exception: ValueError - incorrect value of component """ self._is_negated = False self._encoded_value = comp_str self._stand...	[ "def", "set_value", "(", "self", ",", "comp_str", ")", ":", "self", ".", "_is_negated", "=", "False", "self", ".", "_encoded_value", "=", "comp_str", "self", ".", "_standard_value", "=", "super", "(", "CPEComponent2_3_URI_edpacked", ",", "self", ")", ".", "_...	29.538462	13.384615

def RQ_sigma(self, sigma): """ Given a policy `sigma`, return the reward vector `R_sigma` and the transition probability matrix `Q_sigma`. Parameters ---------- sigma : array_like(int, ndim=1) Policy vector, of length n. Returns ------- ...

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33.133333

19.333333

def create_app(path=None, user_content=False, context=None, username=None, password=None, render_offline=False, render_wide=False, render_inline=False, api_url=None, title=None, text=None, autorefresh=None, quiet=None, grip_class=None): """ Creates a Grip application...

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35.911765

20.852941

def put_conf(self, configuration, test=False): """Send the configuration to the satellite HTTP request to the satellite (POST /push_configuration) If test is True, store the configuration internally :param configuration: The conf to send (data depend on the satellite) :type con...

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41.421053

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def load(filename): """Load a RigidTransform from a file. The file format is: from_frame to_frame translation (space separated) rotation_row_0 (space separated) rotation_row_1 (space separated) rotation_row_2 (space separated) Parameters ...

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29.4

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def create(self, acl=None): '''Creates a directory, optionally include Acl argument to set permissions''' parent, name = getParentAndBase(self.path) json = { 'name': name } if acl is not None: json['acl'] = acl.to_api_param() response = self.client.postJsonHelper(Data...

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53.222222

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def ls_moduledirs(path, private=True, full=True): """ lists all dirs which are python modules in path """ dir_list = ls_dirs(path) module_dir_iter = filter(is_module_dir, dir_list) if not private: module_dir_iter = filterfalse(is_private_module, module_dir_iter) if not full: module_d...

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42.777778

15.111111

def alive(opts): ''' Return the connection status with the network device. ''' log.debug('Checking if %s is still alive', opts.get('id', '')) if not netmiko_device['always_alive']: return True if ping() and initialized(): return netmiko_device['connection'].remote_conn.transport....

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33.8

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def find_files(path, patterns): """ Returns all files from a given path that matches the pattern or list of patterns @type path: str @param path: A path to traverse @typ patterns: str|list @param patterns: A pattern or a list of patterns to match @rtype: list[str]: @return: A list...

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28.173913

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def get_yield_curve(date=None, tenor=None): """ 获取某个国家市场指定日期的收益率曲线水平。数据为2002年至今的中债国债收益率曲线，来源于中央国债登记结算有限责任公司。 :param date: 查询日期，默认为策略当前日期前一天 :type date: `str` | `date` | `datetime` | `pandas.Timestamp` :param str tenor: 标准期限，'0S' - 隔夜，'1M' - 1个月，'1Y' - 1年，默认为全部期限 :return: `pandas.DataFra...

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29.44186

25.069767

def delete(self, key_id=None): """ Delete one of the ssh keys associated with your account. Please use with caution as there is NO confimation and NO undo. """ url = self.bitbucket.url('DELETE_SSH_KEY', key_id=key_id) return self.bitbucket.dispatch('DELETE', url, auth=self.bi...

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54.666667

18.166667

def verify_token(self, token, requested_access): """ Check the token bearer is permitted to access the resource :param token: Access token :param requested_access: the access level the client has requested :returns: boolean """ client = API(options.url_auth, ...

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41.851852

19.925926

def CountHuntResultsByType(self, hunt_id, cursor=None): """Counts number of hunts results per type.""" hunt_id_int = db_utils.HuntIDToInt(hunt_id) query = ("SELECT type, COUNT(*) FROM flow_results " "WHERE hunt_id = %s GROUP BY type") cursor.execute(query, [hunt_id_int]) return dict(c...

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36.555556

14.555556

def _normalize_args(args): ''' Return args as a list of strings ''' if isinstance(args, six.string_types): return shlex.split(args) if isinstance(args, (tuple, list)): return [six.text_type(arg) for arg in args] else: return [six.text_type(args)]

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25.909091

16.454545

def setTargets(self, targets): """ Sets the targets. """ if not self.verifyArguments(targets) and not self.patterned: raise NetworkError('setTargets() requires [[...],[...],...] or [{"layerName": [...]}, ...].', targets) self.targets = targets

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41.285714

19.571429

def packageipa(env, console): """ Package the built app as an ipa for distribution in iOS App Store """ ipa_path, app_path = _get_ipa(env) output_dir = path.dirname(ipa_path) if path.exists(ipa_path): console.quiet('Removing %s' % ipa_path) os.remove(ipa_path) zf = zipfile....

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29.851852

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def _comment(self, element): """Extracts the character to use for comments in the input file.""" for v in _get_xml_version(element): self.versions[v].comment = element.text

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49.25

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def generate_thumbnail(self, ratio=None, width=None, height=None, filter='undefined', store=current_store, _preprocess_image=None, _postprocess_image=None): """Resizes the :attr:`original` (scales up or down) and then store the resized thumbnail into...

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44.779221

15.857143

def hbar_stack(self, stackers, **kw): ''' Generate multiple ``HBar`` renderers for levels stacked left to right. Args: stackers (seq[str]) : a list of data source field names to stack successively for ``left`` and ``right`` bar coordinates. Additionally, the...

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39.7

32.45

def get_neutral(array_list): """Get list of zero-valued numpy arrays for specified list of numpy arrays :param array_list: list of numpy arrays :return: list of zeros of same shape as input """ res = [] for x in array_list: res.append(np.zeros_like(x)) return res

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26.727273

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def filereplacer(filepath): """ This context manager yields two file pointers: origlines: a generator that yields lines from the original file tmp: a file descriptor as if you had used open(tempfile.mkstemp(), 'w') NL: one of "\n", "\r\n" or "\r" depending on what is encount...

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37.789474

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def dist_abs( self, src, tar, qval=2, pval=1, normalized=False, alphabet=None ): """Return the Minkowski distance (:math:`L^p`-norm) of two strings. Parameters ---------- src : str Source string (or QGrams/Counter objects) for comparison tar : str ...

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31.095238

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def put_data(self, out_path, data, mode=None, utimes=None): """ Implement put_file() by caling the corresponding ansible_mitogen.target function in the target, transferring small files inline. This is pipelined and will return immediately; failed transfers are reported as excepti...

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37.210526

15.210526

def _do_bulk_write_command( namespace, operation, command, docs, check_keys, opts, ctx): """Bulk write commands entry point.""" if ctx.sock_info.max_wire_version > 5: return _do_batched_op_msg( namespace, operation, command, docs, check_keys, opts, ctx) return _do_batched_write_c...

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48.5

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def import_patch(self, patch_name, new_name=None): """ Import patch into the patch queue The patch is inserted as the next unapplied patch. """ if new_name: dir_name = os.path.dirname(new_name) name = os.path.basename(new_name) dest_dir = self.quilt_pa...

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36.352941

10.823529

def create_instance( self, parent, instance_id, instance, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Creates a Redis instance based on the specified tier and memory size...

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44.933333

24.895238

def dimensions_from_subgroups(s): """ Given a sorted list of subgroups, return a string appropriate to provide as a composite track's `dimensions` arg. Parameters ---------- s : list of SubGroup objects (or anything with a `name` attribute) """ letters = 'XYABCDEFGHIJKLMNOPQRSTUVWZ' ...

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35.818182

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def load_arff_files_standardized(path_training, attr_labels, pos_label=None, path_testing=None, survival=True, standardize_numeric=True, to_numeric=True): """Load dataset in ARFF format. Parameters ---------- path_training : str Path to ARFF file containing data...

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def writetb(path, kvs, java_mem_mb=256): """Write typedbytes sequence file to HDFS given an iterator of KeyValue pairs :param path: HDFS path (string) :param kvs: Iterator of (key, value) :param java_mem_mb: Integer of java heap size in MB (default 256) :raises: IOError: An error occurred while sav...

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def getSiblings(self, textId, subreference): """ Retrieve the siblings of a textual node :param textId: CtsTextMetadata Identifier :param reference: CapitainsCtsPassage Reference :return: GetPrevNextUrn request response from the endpoint """ textId = "{}:{}".format(textI...

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def set_mounted(unitname: str, mounted: bool, swallow_exc: bool = False): """ Mount or unmount a unit. Worker for the contextlibs :param unitname: The systemd unit for the mount to affect. This probably should be one of :py:attr:`_SYSROOT_INACTIVE_UNIT` or :py:att...

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def _build_color_table(): """ Build an RGB-to-256 color conversion table """ FG = FOREGROUND_COLOR BG = BACKROUND_COLOR return [ (0x00, 0x00, 0x00, FG.BLACK, BG.BLACK), (0x00, 0x00, 0xaa, FG.BLUE, BG.BLUE), (0x00, 0xaa, 0x00, FG.GREEN,...

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def insert(self, meter_db): """ Insert to :class:`~ekmmeters.MeterDB` subclass. Please note MeterDB subclassing is only for simplest-case. Args: meter_db (MeterDB): Instance of subclass of MeterDB. """ if meter_db: meter_db.dbInsert(self.m_req, self.m_r...

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def main(api_endpoint, credentials, device_model_id, device_id, lang, verbose, input_audio_file, output_audio_file, block_size, grpc_deadline, *args, **kwargs): """File based sample for the Google Assistant API. Examples: $ python -m audiofileinput -i <input file> -o <output fi...

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def NTU_from_P_basic(P1, R1, subtype='crossflow'): r'''Returns the number of transfer units of a basic heat exchanger type with a specified (for side 1) thermal effectiveness `P1`, and heat capacity ratio `R1`. The supported cases are as follows: * Counterflow (ex. double-pipe) [analytical] ...

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def get_labels(data, centroids,K): """ Returns a label for each piece of data in the dataset Parameters ------------ data: array-like, shape= (m_samples,n_samples) K: integer number of K clusters centroids: array-like, shape=(K, n_samples) returns -----------...

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def connect(self, host=None, port=None): """Connects to given host address and port.""" host = self.host if host is None else host port = self.port if port is None else port self.socket.connect(host, port)

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def addCutterTool(actor): """Create handles to cut away parts of a mesh. .. hint:: |cutter| |cutter.py|_ """ if isinstance(actor, vtk.vtkVolume): return _addVolumeCutterTool(actor) elif isinstance(actor, vtk.vtkImageData): from vtkplotter import Volume return _addVolumeCutte...

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def list_all_braintree_gateways(cls, **kwargs): """List BraintreeGateways Return a list of BraintreeGateways This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.list_all_braintree_gateways(async=T...

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def QA_fetch_get_macroindex_list(ip=None, port=None): """宏观指标列表 Keyword Arguments: ip {[type]} -- [description] (default: {None}) port {[type]} -- [description] (default: {None}) 38 10 宏观指标 HG """ global extension_market_list extension_market_list = QA...

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def load_config(from_key, to_key): """Load configuration from config. Meant to run only once per system process as class variable in subclasses.""" from .mappings import mappings kbs = {} for key, values in mappings['config'].iteritems(): parse_dict = {} ...

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def _ignore_path(cls, path, ignore_list=None, white_list=None): """Returns a whether a path should be ignored or not.""" ignore_list = ignore_list or [] white_list = white_list or [] return (cls._matches_patterns(path, ignore_list) and not cls._matches_patterns(path, whit...

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def ApproximateDistanceBetweenPoints(pa, pb): """Finds the distance between two points on the Earth's surface. This is an approximate distance based on assuming that the Earth is a sphere. The points are specified by their lattitude and longitude. Args: pa: the first (lat, lon) point tuple pb: the sec...

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def is_url(name): """Returns true if the name looks like a URL""" if ':' not in name: return False scheme = name.split(':', 1)[0].lower() return scheme in ['http', 'https', 'file', 'ftp'] + vcs.all_schemes

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37.333333

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def plural(self, text, count=None): """ Return the plural of text. If count supplied, then return text if count is one of: 1, a, an, one, each, every, this, that otherwise return the plural. Whitespace at the start and end is preserved. """ pre, wor...

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30.333333

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def call_jobs_parallel( self, jobs, expansions=None, raise_job_errors=True, raise_action_errors=True, catch_transport_errors=False, timeout=None, **kwargs ): """ Build and send multiple job requests to one or more services, each with on...

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58.637681

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def minify_js(input_files, output_file): """ Minifies the input javascript files to the output file. Output file may be same as input to minify in place. In debug mode this function just concatenates the files without minifying. """ from .modules import minify, utils if not isinstance...

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28.285714

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def fork(self): """Fork this gist. :returns: :class:`Gist <Gist>` if successful, ``None`` otherwise """ url = self._build_url('forks', base_url=self._api) json = self._json(self._post(url), 201) return Gist(json, self) if json else None

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30.888889

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def size(self): """Returns: int : The total number of bytes that will be returned by the iterator. """ if hasattr(self._stream, 'len'): return len(self._stream) elif hasattr(self._stream, 'fileno'): return os.fstat(self._stream.fileno()).st_size el...

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36.076923

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def remove_tag_and_push_registries(tag_and_push_registries, version): """ Remove matching entries from tag_and_push_registries (in-place) :param tag_and_push_registries: dict, uri -> dict :param version: str, 'version' to match against """ registries = [uri ...

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44.692308

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def word_to_id(self, word): """Returns the integer id of a word string.""" if word in self._vocab: return self._vocab[word] else: return self._unk_id

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32

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def overlapping(self, start=None, end=None): """ :return: occurrences overlapping the given start and end datetimes, inclusive. Special logic is applied for all-day occurrences, for which the start and end times are zeroed to find all occurrences that occur on a DATE as o...

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36.24

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def get_force(self, component_info=None, data=None, component_position=None): """Get force data.""" components = [] append_components = components.append for _ in range(component_info.plate_count): component_position, plate = QRTPacket._get_exact( RTForcePlate...

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42.25

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def text_to_data(self, text, elt, ps): '''convert text into typecode specific data. ''' v = text if self.pyclass is not None: return self.pyclass(v) m = _magicnums.get(v) if m: return m try: return float(v) except: rai...

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26.8

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def _condense(self, data): ''' Condense by or-ing all of the sets. ''' if data: return reduce(operator.ior, data.values()) return set()

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22.142857

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async def set_mode(self, target, *modes): """ Set mode on target. Users should only rely on the mode actually being changed when receiving an on_{channel,user}_mode_change callback. """ if self.is_channel(target) and not self.in_channel(target): raise NotInChannel(tar...

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40.777778

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def _init_actions(self, create_standard_actions): """ Init context menu action """ menu_advanced = QtWidgets.QMenu(_('Advanced')) self.add_menu(menu_advanced) self._sub_menus = { 'Advanced': menu_advanced } if create_standard_actions: # Undo ...

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43.537736

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def post_attachment(session, thread_id, attachments): """ Add a message to a thread """ files = [] filenames = [] for attachment in attachments: files.append(attachment['file']) filenames.append(attachment['filename']) message_data = { 'attachments[]': filenames, ...

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36.75

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def geom_length(geom): """ Calculates the length of coordinates in a shapely geometry. """ if geom.geom_type == 'Point': return 1 if hasattr(geom, 'exterior'): geom = geom.exterior if not geom.geom_type.startswith('Multi') and hasattr(geom, 'array_interface_base'): return...

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30.6

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def cmd_fernet_genkey(writecfg): """Generate a new Fernet Key, optionally write it to ~/.habu.json Example: \b $ habu.fernet.genkey xgvWCIvjwe9Uq7NBvwO796iI4dsGD623QOT9GWqnuhg= """ key = Fernet.generate_key() print(key.decode()) if writecfg: habucfg = loadcfg(environment=...

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26.888889

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def hook(self, name): """ Return a decorator that attaches a callback to a hook. See :meth:`add_hook` for details.""" def decorator(func): self.add_hook(name, func) return func return decorator

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35.285714

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def main(argv=None): ''' Execute the "intake" command line program. ''' from intake.cli.bootstrap import main as _main return _main('Intake Catalog CLI', subcommands.all, argv or sys.argv)

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def get_cutout(self, resource, resolution, x_range, y_range, z_range, time_range=None, id_list=[], access_mode=CacheMode.no_cache, **kwargs): """Get a cutout from the volume service. Args: resource (intern.resource.boss.resource.ChannelResource): Channel or layer resource. resol...

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57.925926

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def flat_map(self, flatmap_function): """Return a new Streamlet by applying map_function to each element of this Streamlet and flattening the result """ from heronpy.streamlet.impl.flatmapbolt import FlatMapStreamlet fm_streamlet = FlatMapStreamlet(flatmap_function, self) self._add_child(fm_s...

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43.25

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def reset(self): """ Resets the player and discards loaded data. """ self.clip = None self.loaded_file = None self.fps = None self.duration = None self.status = UNINITIALIZED self.clock.reset() self.loop_count = 0

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18.416667

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def get(siren): ''' renvoie un tuple (str, str, str, rs) un siren une categorie d'entreprise une annee une raison sociale param: un siren (str) :Example: >>> get('444465736') (u'2013', u'444465736', u'entreprise de taille inte...

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def match_modules(allowed_modules): """Creates a matcher that matches a list/set/tuple of allowed modules.""" cleaned_allowed_modules = [ utils.mod_to_mod_name(tmp_mod) for tmp_mod in allowed_modules ] cleaned_split_allowed_modules = [ tmp_mod.split(".") for tmp_mod in cl...

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38.3

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def _join_info_fields(self): """Updates info attribute from info dict.""" if self.info_dict: info_fields = [] if len(self.info_dict) > 1: self.info_dict.pop(".", None) for field, value in self.info_dict.items(): if field == value: ...

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37.285714

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def exit_config_mode(self, exit_config="", pattern=""): """Exit from configuration mode. :param exit_config: Command to exit configuration mode :type exit_config: str :param pattern: Pattern to terminate reading of channel :type pattern: str """ output = "" ...

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38.352941

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def get_appliance(self, appliance_id): """Get the information for a specified appliance Args: appliance_id (string): identifiying string of appliance Returns: list: dictionary object containing information about the specified appliance """ url = "https://api.neur.io/v1/appliances/%s"%(...

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29.1875

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def smooth(x0, rho, gamma, axis=0): """ Proximal operator for a smoothing function enforced via the discrete laplacian operator Notes ----- Currently only works with matrices (2-D arrays) as input Parameters ---------- x0 : array_like The starting or initial point used in the p...

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def splitext2(filepath): """Split filepath into root, filename, ext Args: filepath (str, path): file path Returns: str """ root, filename = os.path.split(safepath(filepath)) filename, ext = os.path.splitext(safepath(filename)) return root, filename, ext

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def eval_advs(self, x, y, preds_adv, X_test, Y_test, att_type): """ Evaluate the accuracy of the model on adversarial examples :param x: symbolic input to model. :param y: symbolic variable for the label. :param preds_adv: symbolic variable for the prediction on an adversarial...

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def with_claims(self, issuer=None, subject=None, audience=None, additional_claims=None): """Returns a copy of these credentials with modified claims. Args: issuer (str): The `iss` claim. If unspecified the current issuer claim will be used. su...

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def fetch_all_data(self, limit=50000): """ Fetch data for all entities. """ # Query text query = text( """ SELECT domain, entity_id, state, last_changed FROM states WHERE state NOT IN ('unknown', 'unavailable') ...

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def get_view_response(self, request, page, view_func, view_args, view_kwargs): """ Render the custom view that was exposed by the extra plugin URL patterns. This gives the ability to add extra middleware logic. """ return view_func(request, page, *view_args, **view_kwargs)

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def _finish(self, g): """Called on completion of an upload greenlet. Takes care to forward Exceptions or, if there is no error, the finished TarPartition value across a channel. """ assert g.ready() if g.successful(): finished_tpart = g.get() sel...

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def settle_to_markers(self, frame_no=0, max_distance=0.05, max_iters=300, states=None): '''Settle the skeleton to our marker data at a specific frame. Parameters ---------- frame_no : int, optional Settle the skeleton to marker data at this frame. D...

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def predict(self, X): """Get the index of the grid cell containing each sample in X Parameters ---------- X : array-like, shape = [n_samples, n_features] New data Returns ------- y : array, shape = [n_samples,] Index of the grid cell cont...

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def get_contents_sig(self): """ A helper method for get_cachedir_bsig. It computes and returns the signature for this node's contents. """ try: return self.contentsig except AttributeError: pass executor = self.get_executor() ...

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def setCurrentLayer(self, layer): """ Sets the current layer for this scene to the inputed layer. :param layer | <XNodeLayer> || None """ if self._currentLayer == layer: return False old = self._currentLayer self._currentLayer = ...

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def html_authors(self): """HTML5-formatted authors (`list` of `str`).""" return self.format_authors(format='html5', deparagraph=True, mathjax=False, smart=True)

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def fits_recarray_to_data_frame (recarray, drop_nonscalar_ok=True): """Convert a FITS data table, stored as a Numpy record array, into a Pandas DataFrame object. By default, non-scalar columns are discarded, but if *drop_nonscalar_ok* is False then a :exc:`ValueError` is raised. Column names are lower-c...

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def gait(self, x): """ Extract gait features from estimated heel strikes and accelerometer data. :param x: The time series to assess freeze of gait on. This could be x, y, z or mag_sum_acc. :type x: pandas.Series :return number_of_steps: Estimated number of step...

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def _get_inter_event_tau(self, C, mag, num_sites): """ Returns the inter-event standard deviation (tau), which is dependent on magnitude """ base_vals = np.zeros(num_sites) if mag <= 4.5: return base_vals + C["t1"] elif mag >= 5.5: return b...

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def _FormatServiceText(self, service): """Produces a human readable multi-line string representing the service. Args: service (WindowsService): service to format. Returns: str: human readable representation of a Windows Service. """ string_segments = [ service.name, '\...

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def create_deletion_handler(preference): """ Will generate a dynamic handler to purge related preference on instance deletion """ def delete_related_preferences(sender, instance, *args, **kwargs): queryset = preference.registry.preference_model.objects\ ...

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def find_previous_sibling(self, *args, **kwargs): """ Like :meth:`find`, but searches through :attr:`previous_siblings` """ op = operator.methodcaller('find_previous_sibling', *args, **kwargs) return self._wrap_node(op)

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def bind_parameters(self, value_dict): """Assign parameters to values yielding a new circuit. Args: value_dict (dict): {parameter: value, ...} Raises: QiskitError: If value_dict contains parameters not present in the circuit Returns: QuantumCircuit:...

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def enforce_periodic_boundary_conditions( self ): """ Ensure that all lattice sites are within the central periodic image of the simulation cell. Sites that are outside the central simulation cell are mapped back into this cell. Args: None Returns: ...

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def to_yaml(cls, dumper, data): """ Convert a Python object to a representation node. """ return dumper.represent_yaml_object(cls.yaml_tag, data, cls, flow_style=cls.yaml_flow_style)

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def _rename_with_content_disposition(self, response: HTTPResponse): '''Rename using the Content-Disposition header.''' if not self._filename: return if response.request.url_info.scheme not in ('http', 'https'): return header_value = response.fields.get('Content-...

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def triangle_area(e1, e2, e3): """ Get the area of triangle formed by three vectors. Parameters are three three-dimensional numpy arrays representing vectors of triangle's edges in Cartesian space. :returns: Float number, the area of the triangle in squared units of coordinates, or...

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def safe_repr(obj, clip=None): """ Convert object to string representation, yielding the same result a `repr` but catches all exceptions and returns 'N/A' instead of raising the exception. Strings may be truncated by providing `clip`. >>> safe_repr(42) '42' >>> safe_repr('Clipped text', cli...

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def check_public_ok(func): """ Call after login decorator. """ def wrapper(request, *args, **kwargs): default_to_open = getattr(settings, 'DEFAULT_TO_OPEN_READ', False) database_name = kwargs.get('database_name', "") collection_name = kwargs.get('collection_name', "") ...

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def kill_design_run(self, data_view_id, run_uuid): """ Kills an in progress experimental design run :param data_view_id: The ID number of the data view to which the run belongs, as a string :type data_view_id: str :param run_uuid: The UUID of the design run to kill ...

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def parse(cls, line, ns={}): """ Parse compositor specifications, returning a list Compositors """ definitions = [] parses = [p for p in cls.compositor_spec.scanString(line)] if len(parses) != 1: raise SyntaxError("Invalid specification syntax.") else...

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def _printDescription(self, hrlinetop=True): """generic method to print out a description""" if hrlinetop: self._print("----------------") NOTFOUND = "[not found]" if self.currentEntity: obj = self.currentEntity['object'] label = obj.bestLabel() or NOT...

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def get_csv_reader(csvfile, dialect=csv.excel, encoding="utf-8", **kwds): """Returns csv reader.""" try: # pylint: disable=pointless-statement unicode return UnicodeReader(csvfile, dialect=dialect, encoding=encoding, **kwds) except NameError: return csv.reader(csvfile, dialec...

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def fprocess(infilep,outfilep): """ Scans an input file for LA equations between double square brackets, e.g. [[ M3_mymatrix = M3_anothermatrix^-1 ]], and replaces the expression with a comment containing the equation followed by nested function calls that implement the equation as C code. A trailin...

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def set_value(self, comp_str): """ Set the value of component. :param string comp_str: value of component :returns: None :exception: ValueError - incorrect value of component """ self._is_negated = False self._encoded_value = comp_str self._stand...

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