kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def create_exception_for_response( cls, response_code, messages, response_id ): """ :type response_code: int :type messages: list[str] :type response_id: str :return: The exception according to the status code. :rtype: ...	[ "def", "create_exception_for_response", "(", "cls", ",", "response_code", ",", "messages", ",", "response_id", ")", ":", "error_message", "=", "cls", ".", "_generate_message_error", "(", "response_code", ",", "messages", ",", "response_id", ")", "if", "response_code...	29.637681	16.362319
def fetch(self, is_dl_forced=False): """ :param is_dl_forced: boolean, force download :return: """ (files_to_download, ftp) = self._get_file_list( self.files['anat_entity']['path'], self.files['anat_entity']['pattern']) LOG.info( 'Wil...	[ "def", "fetch", "(", "self", ",", "is_dl_forced", "=", "False", ")", ":", "(", "files_to_download", ",", "ftp", ")", "=", "self", ".", "_get_file_list", "(", "self", ".", "files", "[", "'anat_entity'", "]", "[", "'path'", "]", ",", "self", ".", "files"...	40.130435	22.391304
def make_default_docstr(func, with_args=True, with_ret=True, with_commandline=True, with_example=True, with_header=False, with_debug=False): r""" Tries to make a sensible default docstr so the user can fill things in without typing too much # TODO: Interl...	[ "def", "make_default_docstr", "(", "func", ",", "with_args", "=", "True", ",", "with_ret", "=", "True", ",", "with_commandline", "=", "True", ",", "with_example", "=", "True", ",", "with_header", "=", "False", ",", "with_debug", "=", "False", ")", ":", "im...	34.742424	16.727273
def build_docker(ctx, image): """ build docker images """ if image not in DOCKER_IMGS: print('Error: unknown docker image "{0}"!'.format(image), file=sys.stderr) sys.exit(1) dinfo = DOCKER_IMGS[image] ctx.run('docker rmi -f {0}'.format(dinfo['name']), warn=True) dinfo_work_d...	[ "def", "build_docker", "(", "ctx", ",", "image", ")", ":", "if", "image", "not", "in", "DOCKER_IMGS", ":", "print", "(", "'Error: unknown docker image \"{0}\"!'", ".", "format", "(", "image", ")", ",", "file", "=", "sys", ".", "stderr", ")", "sys", ".", ...	41.142857	21.142857
def reverse_whois(self, query, exclude=[], scope='current', mode=None, **kwargs): """List of one or more terms to search for in the Whois record, as a Python list or separated with the pipe character ( \| ). """ return self._results('reverse-whois', '/v1/reverse-whois', terms=delimited...	[ "def", "reverse_whois", "(", "self", ",", "query", ",", "exclude", "=", "[", "]", ",", "scope", "=", "'current'", ",", "mode", "=", "None", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "_results", "(", "'reverse-whois'", ",", "'/v1/reverse...	68.833333	28.5
def branch_lines(self): """Returns a list of line numbers that have more than one exit.""" exit_counts = self.parser.exit_counts() return [l1 for l1,count in iitems(exit_counts) if count > 1]	[ "def", "branch_lines", "(", "self", ")", ":", "exit_counts", "=", "self", ".", "parser", ".", "exit_counts", "(", ")", "return", "[", "l1", "for", "l1", ",", "count", "in", "iitems", "(", "exit_counts", ")", "if", "count", ">", "1", "]" ]	53	13
def strip_comments(tokens): """Drop comment tokens from a `tokenize` stream. Comments on lines 1-2 are kept, to preserve hashbang and encoding. Trailing whitespace is remove from all lines. """ prev_typ = None prev_end_col = 0 for typ, tok, (start_row, start_col), (end_row, end_col), line i...	[ "def", "strip_comments", "(", "tokens", ")", ":", "prev_typ", "=", "None", "prev_end_col", "=", "0", "for", "typ", ",", "tok", ",", "(", "start_row", ",", "start_col", ")", ",", "(", "end_row", ",", "end_col", ")", ",", "line", "in", "tokens", ":", "...	37.5	16.65
def _extract(self, item): """ Extracts a handler and handler's arguments that can be provided as list or dictionary. If arguments are provided as list, they are considered to have this sequence: (handler, memoize, timeout) Examples: event += handler ...	[ "def", "_extract", "(", "self", ",", "item", ")", ":", "if", "not", "item", ":", "raise", "ValueError", "(", "'Invalid arguments'", ")", "handler", "=", "None", "memoize", "=", "False", "timeout", "=", "0", "if", "not", "isinstance", "(", "item", ",", ...	38.266667	14.3
def _set_K_H(self, k, h): "used by a kex object to set the K (root key) and H (exchange hash)" self.K = k self.H = h if self.session_id == None: self.session_id = h	[ "def", "_set_K_H", "(", "self", ",", "k", ",", "h", ")", ":", "self", ".", "K", "=", "k", "self", ".", "H", "=", "h", "if", "self", ".", "session_id", "==", "None", ":", "self", ".", "session_id", "=", "h" ]	33.833333	18.166667
def parse_timespan(timedef): """ Convert a string timespan definition to seconds, for example converting '1m30s' to 90. If timedef is already an int, the value will be returned unmodified. :param timedef: The timespan definition to convert to seconds. :type timedef: int, str :return: The converted value in se...	[ "def", "parse_timespan", "(", "timedef", ")", ":", "if", "isinstance", "(", "timedef", ",", "int", ")", ":", "return", "timedef", "converter_order", "=", "(", "'w'", ",", "'d'", ",", "'h'", ",", "'m'", ",", "'s'", ")", "converters", "=", "{", "'w'", ...	23.409091	19.954545
def add_filter(self, ftype, func): ''' Register a new output filter. Whenever bottle hits a handler output matching `ftype`, `func` is applyed to it. ''' if not isinstance(ftype, type): raise TypeError("Expected type object, got %s" % type(ftype)) self.castfilter = [(t, f...	[ "def", "add_filter", "(", "self", ",", "ftype", ",", "func", ")", ":", "if", "not", "isinstance", "(", "ftype", ",", "type", ")", ":", "raise", "TypeError", "(", "\"Expected type object, got %s\"", "%", "type", "(", "ftype", ")", ")", "self", ".", "castf...	54.5	18.75
def recompute_table_revnums(self): ''' Recomputes the revnums for the csetLog table by creating a new table, and copying csetLog to it. The INTEGER PRIMARY KEY in the temp table auto increments as rows are added. IMPORTANT: Only call this after acquiring the ...	[ "def", "recompute_table_revnums", "(", "self", ")", ":", "with", "self", ".", "conn", ".", "transaction", "(", ")", "as", "t", ":", "t", ".", "execute", "(", "'''\n CREATE TABLE temp (\n revnum INTEGER PRIMARY KEY,\n revision...	34.615385	18.846154
def ctrl(char): """ Calculate the control code for a given key. For example, this converts "a" to 1 (which is the code for ctrl-a). :param char: The key to convert to a control code. :return: The control code as an integer or None if unknown. """ # Convert strin...	[ "def", "ctrl", "(", "char", ")", ":", "# Convert string to int... assuming any non-integer is a string.", "# TODO: Consider asserting a more rigorous test without falling back to past basestring.", "if", "not", "isinstance", "(", "char", ",", "int", ")", ":", "char", "=", "ord"...	43	21.8
def nn_x(self, x, k=1, radius=np.inf, eps=0.0, p=2): """Find the k nearest neighbors of x in the observed input data @see Databag.nn() for argument description @return distance and indexes of found nearest neighbors. """ assert len(x) == self.dim_x k_x = min(k, self.size...	[ "def", "nn_x", "(", "self", ",", "x", ",", "k", "=", "1", ",", "radius", "=", "np", ".", "inf", ",", "eps", "=", "0.0", ",", "p", "=", "2", ")", ":", "assert", "len", "(", "x", ")", "==", "self", ".", "dim_x", "k_x", "=", "min", "(", "k",...	51.9	14.5
def delete_collection(db_name, collection_name, host='localhost', port=27017): """Almost exclusively for testing.""" client = MongoClient("mongodb://%s:%d" % (host, port)) client[db_name].drop_collection(collection_name)	[ "def", "delete_collection", "(", "db_name", ",", "collection_name", ",", "host", "=", "'localhost'", ",", "port", "=", "27017", ")", ":", "client", "=", "MongoClient", "(", "\"mongodb://%s:%d\"", "%", "(", "host", ",", "port", ")", ")", "client", "[", "db_...	57.25	17
def main(): """Runs the test sender.""" stream_config = spead2.send.StreamConfig( max_packet_size=16356, rate=1000e6, burst_size=10, max_heaps=1) item_group = spead2.send.ItemGroup(flavour=spead2.Flavour(4, 64, 48, 0)) # Add item descriptors to the heap. num_baselines = (512 * 513) // 2 ...	[ "def", "main", "(", ")", ":", "stream_config", "=", "spead2", ".", "send", ".", "StreamConfig", "(", "max_packet_size", "=", "16356", ",", "rate", "=", "1000e6", ",", "burst_size", "=", "10", ",", "max_heaps", "=", "1", ")", "item_group", "=", "spead2", ...	40.050847	17.355932
def create_forward_model(self, encoded_state, encoded_next_state): """ Creates forward model TensorFlow ops for Curiosity module. Predicts encoded future state based on encoded current state and given action. :param encoded_state: Tensor corresponding to encoded current state. :p...	[ "def", "create_forward_model", "(", "self", ",", "encoded_state", ",", "encoded_next_state", ")", ":", "combined_input", "=", "tf", ".", "concat", "(", "[", "encoded_state", ",", "self", ".", "selected_actions", "]", ",", "axis", "=", "1", ")", "hidden", "="...	73.875	42.5
def disconnectMsToNet(Facility_presence=0, UserUser_presence=0, SsVersionIndicator_presence=0): """Disconnect Section 9.3.7.2""" a = TpPd(pd=0x3) b = MessageType(mesType=0x25) # 00100101 c = Cause() packet = a / b / c if Facility_presence is 1: d = FacilityHdr(ieiF...	[ "def", "disconnectMsToNet", "(", "Facility_presence", "=", "0", ",", "UserUser_presence", "=", "0", ",", "SsVersionIndicator_presence", "=", "0", ")", ":", "a", "=", "TpPd", "(", "pd", "=", "0x3", ")", "b", "=", "MessageType", "(", "mesType", "=", "0x25", ...	36.176471	13.470588
def load_blocks(self, location, blocks, ranges, query): """ Load one or more blocks of compressed cdx lines, return a line iterator which decompresses and returns one line at a time, bounded by query.key and query.end_key """ if (logging.getLogger().getEffectiveLevel() <= logging...	[ "def", "load_blocks", "(", "self", ",", "location", ",", "blocks", ",", "ranges", ",", "query", ")", ":", "if", "(", "logging", ".", "getLogger", "(", ")", ".", "getEffectiveLevel", "(", ")", "<=", "logging", ".", "DEBUG", ")", ":", "msg", "=", "'Loa...	36.151515	20.212121
def plot_chain(chain, joints, ax, target=None, show=False): """Plots the chain""" # LIst of nodes and orientations nodes = [] axes = [] transformation_matrixes = chain.forward_kinematics(joints, full_kinematics=True) # Get the nodes and the orientation from the tranformation matrix for (in...	[ "def", "plot_chain", "(", "chain", ",", "joints", ",", "ax", ",", "target", "=", "None", ",", "show", "=", "False", ")", ":", "# LIst of nodes and orientations", "nodes", "=", "[", "]", "axes", "=", "[", "]", "transformation_matrixes", "=", "chain", ".", ...	42.5	27.615385
def upvoters(self): """获取答案点赞用户，返回生成器. :return: 点赞用户 :rtype: Author.Iterable """ self._make_soup() next_req = '/answer/' + str(self.aid) + '/voters_profile' while next_req != '': data = self._session.get(Zhihu_URL + next_req).json() next_r...	[ "def", "upvoters", "(", "self", ")", ":", "self", ".", "_make_soup", "(", ")", "next_req", "=", "'/answer/'", "+", "str", "(", "self", ".", "aid", ")", "+", "'/voters_profile'", "while", "next_req", "!=", "''", ":", "data", "=", "self", ".", "_session"...	33.571429	13.071429
def list_statistics(self, begin_date, end_date, shop_id=-1): """ Wi-Fi数据统计详情请参考 http://mp.weixin.qq.com/wiki/8/dfa2b756b66fca5d9b1211bc18812698.html :param begin_date: 起始日期时间，最长时间跨度为30天 :param end_date: 结束日期时间戳，最长时间跨度为30天 :param shop_id: 可选，门店 ID，按门店ID搜索，-1为总统计...	[ "def", "list_statistics", "(", "self", ",", "begin_date", ",", "end_date", ",", "shop_id", "=", "-", "1", ")", ":", "if", "isinstance", "(", "begin_date", ",", "(", "datetime", ",", "date", ")", ")", ":", "begin_date", "=", "begin_date", ".", "strftime",...	32.115385	15.576923
def write_module_file(name, path, package): '''Creates an RST file for the module name passed in. It places it in the path defined ''' file_path = join(path, '%s.rst' % name) mod_file = open(file_path, 'w') mod_file.write('%s\n' % AUTOGEN) mod_file.write('%s\n' % name.title()) mod_file....	[ "def", "write_module_file", "(", "name", ",", "path", ",", "package", ")", ":", "file_path", "=", "join", "(", "path", ",", "'%s.rst'", "%", "name", ")", "mod_file", "=", "open", "(", "file_path", ",", "'w'", ")", "mod_file", ".", "write", "(", "'%s\\n...	36.588235	12.235294
def oauth_client_show(self, id, kwargs): "https://developer.zendesk.com/rest_api/docs/core/oauth_clients#show-client" api_path = "/api/v2/oauth/clients/{id}.json" api_path = api_path.format(id=id) return self.call(api_path, kwargs)	[ "def", "oauth_client_show", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "api_path", "=", "\"/api/v2/oauth/clients/{id}.json\"", "api_path", "=", "api_path", ".", "format", "(", "id", "=", "id", ")", "return", "self", ".", "call", "(", "api_p...	52.6	12.6
def task_or_dryrun(args, *kwargs): """ Decorator declaring the wrapped function to be a new-style task. May be invoked as a simple, argument-less decorator (i.e. ``@task``) or with arguments customizing its behavior (e.g. ``@task(alias='myalias')``). Please see the :ref:`new-style task <task-dec...	[ "def", "task_or_dryrun", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "invoked", "=", "bool", "(", "not", "args", "or", "kwargs", ")", "task_class", "=", "kwargs", ".", "pop", "(", "\"task_class\"", ",", "WrappedCallableTask", ")", "# if invoke...	34.935484	21.451613
def replace(self, resource, id_, document): """Replace document in index.""" args = self._es_args(resource, refresh=True) document.pop('_id', None) document.pop('_type', None) self._update_parent_args(resource, args, document) return self.elastic(resource).index(body=docu...	[ "def", "replace", "(", "self", ",", "resource", ",", "id_", ",", "document", ")", ":", "args", "=", "self", ".", "_es_args", "(", "resource", ",", "refresh", "=", "True", ")", "document", ".", "pop", "(", "'_id'", ",", "None", ")", "document", ".", ...	47.857143	11.285714
def _get_indicators_for_report_page_generator(self, report_id, start_page=0, page_size=None): """ Creates a generator from the \|get_indicators_for_report_page\| method that returns each successive page. :param str report_id: The ID of the report to get indicators for. :param int start_pa...	[ "def", "_get_indicators_for_report_page_generator", "(", "self", ",", "report_id", ",", "start_page", "=", "0", ",", "page_size", "=", "None", ")", ":", "get_page", "=", "functools", ".", "partial", "(", "self", ".", "get_indicators_for_report_page", ",", "report_...	49.916667	29.583333
def parse_filter(args, analog=False, sample_rate=None): """Parse arbitrary input args into a TF or ZPK filter definition Parameters ---------- args : `tuple`, `~scipy.signal.lti` filter definition, normally just captured positional ``*args`` from a function call analog : `bool`, op...	[ "def", "parse_filter", "(", "args", ",", "analog", "=", "False", ",", "sample_rate", "=", "None", ")", ":", "if", "analog", "and", "not", "sample_rate", ":", "raise", "ValueError", "(", "\"Must give sample_rate frequency to convert \"", "\"analog filter to digital\"",...	31.754098	20.786885
def registration_error(self, stanza): """Handle in-band registration error. [client only] :Parameters: - `stanza`: the error stanza received or `None` on timeout. :Types: - `stanza`: `pyxmpp.stanza.Stanza`""" self.lock.acquire() try: ...	[ "def", "registration_error", "(", "self", ",", "stanza", ")", ":", "self", ".", "lock", ".", "acquire", "(", ")", "try", ":", "err", "=", "stanza", ".", "get_error", "(", ")", "ae", "=", "err", ".", "xpath_eval", "(", "\"e:*\"", ",", "{", "\"e\"", ...	31.55	19.15
def get_node(self, *node_ids, node_attr=NONE): """ Returns a sub node of a dispatcher. :param node_ids: A sequence of node ids or a single node id. The id order identifies a dispatcher sub-level. :type node_ids: str :param node_attr: Output n...	[ "def", "get_node", "(", "self", ",", "*", "node_ids", ",", "node_attr", "=", "NONE", ")", ":", "kw", "=", "{", "}", "from", ".", "sol", "import", "Solution", "if", "node_attr", "is", "NONE", ":", "node_attr", "=", "'output'", "if", "isinstance", "(", ...	31.930233	23.069767
def main(): ''' Execute the "bokeh" command line program. ''' import sys from bokeh.command.bootstrap import main as _main # Main entry point (see setup.py) _main(sys.argv)	[ "def", "main", "(", ")", ":", "import", "sys", "from", "bokeh", ".", "command", ".", "bootstrap", "import", "main", "as", "_main", "# Main entry point (see setup.py)", "_main", "(", "sys", ".", "argv", ")" ]	21	23.888889
def refresh_decorations(self, force=False): """ Refresh decorations colors. This function is called by the syntax highlighter when the style changed so that we may update our decorations colors according to the new style. """ cursor = self.editor.textCursor() if (...	[ "def", "refresh_decorations", "(", "self", ",", "force", "=", "False", ")", ":", "cursor", "=", "self", ".", "editor", ".", "textCursor", "(", ")", "if", "(", "self", ".", "_prev_cursor", "is", "None", "or", "force", "or", "self", ".", "_prev_cursor", ...	48.058824	12.176471
def rgb(color,default=(0,0,0)): """ return rgb tuple for named color in rgb.txt or a hex color """ c = color.lower() if c[0:1] == '#' and len(c)==7: r,g,b = c[1:3], c[3:5], c[5:] r,g,b = [int(n, 16) for n in (r, g, b)] return (r,g,b) if c.find(' ')>-1: c = c.replace(' ','') ...	[ "def", "rgb", "(", "color", ",", "default", "=", "(", "0", ",", "0", ",", "0", ")", ")", ":", "c", "=", "color", ".", "lower", "(", ")", "if", "c", "[", "0", ":", "1", "]", "==", "'#'", "and", "len", "(", "c", ")", "==", "7", ":", "r", ...	36.166667	13
def register_extension(self, module, extension): """ Function registers into self.commands from module extension. All extension subcommands are registered using the name convention 'extension:command' Example: If you have a redis extension namely 'gredis', the extens...	[ "def", "register_extension", "(", "self", ",", "module", ",", "extension", ")", ":", "if", "module", "is", "not", "None", ":", "cmds", "=", "self", ".", "retrieve_commands", "(", "module", ")", "commands", "=", "[", "]", "for", "c", "in", "cmds", ":", ...	33.115385	17.807692
def connectionMade(self): """Register with the stomp server. """ cmd = self.sm.connect() self.transport.write(cmd)	[ "def", "connectionMade", "(", "self", ")", ":", "cmd", "=", "self", ".", "sm", ".", "connect", "(", ")", "self", ".", "transport", ".", "write", "(", "cmd", ")" ]	28.4	6.2
def step_state(self, state, successor_func=None, run_args): """ Don't use this function manually - it is meant to interface with exploration techniques. """ try: successors = self.successors(state, successor_func=successor_func, run_args) stashes = {None: succ...	[ "def", "step_state", "(", "self", ",", "state", ",", "successor_func", "=", "None", ",", "", "", "run_args", ")", ":", "try", ":", "successors", "=", "self", ".", "successors", "(", "state", ",", "successor_func", "=", "successor_func", ",", "", "", ...	41.095238	22.047619
def stats_per_key(self): """ Return statistics calculated for each key in the container. Note: The feature container has to be opened in advance. Returns: dict: A dictionary containing a DataStats object for each key. """ self.raise_error_if_not_...	[ "def", "stats_per_key", "(", "self", ")", ":", "self", ".", "raise_error_if_not_open", "(", ")", "all_stats", "=", "{", "}", "for", "key", ",", "data", "in", "self", ".", "_file", ".", "items", "(", ")", ":", "data", "=", "data", "[", "(", ")", "]"...	31.956522	21.956522
def plot_decorate_rebits(basis=None, rebit_axes=REBIT_AXES): """ Decorates a figure with the boundary of rebit state space and basis labels drawn from a :ref:`~qinfer.tomography.TomographyBasis`. :param qinfer.tomography.TomographyBasis basis: Basis to use in labeling axes. :param list rebi...	[ "def", "plot_decorate_rebits", "(", "basis", "=", "None", ",", "rebit_axes", "=", "REBIT_AXES", ")", ":", "ax", "=", "plt", ".", "gca", "(", ")", "if", "basis", "is", "not", "None", ":", "labels", "=", "list", "(", "map", "(", "r'$\\langle\\!\\langle {} ...	35.25	21.5
def internal_files(self): """Return a list of the intermediate files produced by this link. This returns all files that were explicitly marked as internal files. """ ret_list = [] for key, val in self.file_dict.items(): # For internal files we only want files that we...	[ "def", "internal_files", "(", "self", ")", ":", "ret_list", "=", "[", "]", "for", "key", ",", "val", "in", "self", ".", "file_dict", ".", "items", "(", ")", ":", "# For internal files we only want files that were marked as", "# internal", "if", "val", "&", "Fi...	37.583333	16.083333
def shortsum(ctx, app_id, review_file, json_flag, review, length, request_id): # type: (Context, unicode, Optional[IO], bool, unicode, unicode, unicode) -> None # NOQA """Summarize reviews into a short summary.""" app_id = clean_app_id(app_id) review_list = clean_review(review, review_file...	[ "def", "shortsum", "(", "ctx", ",", "app_id", ",", "review_file", ",", "json_flag", ",", "review", ",", "length", ",", "request_id", ")", ":", "# type: (Context, unicode, Optional[IO], bool, unicode, unicode, unicode) -> None # NOQA", "app_id", "=", "clean_app_id", "(", ...	30.095238	20.52381
def compile_sass(self, sass_filename, sass_fileurl): """ Compile the given SASS file into CSS """ compile_kwargs = { 'filename': sass_filename, 'include_paths': SassProcessor.include_paths + APPS_INCLUDE_DIRS, 'custom_functions': get_custom_functions()...	[ "def", "compile_sass", "(", "self", ",", "sass_filename", ",", "sass_fileurl", ")", ":", "compile_kwargs", "=", "{", "'filename'", ":", "sass_filename", ",", "'include_paths'", ":", "SassProcessor", ".", "include_paths", "+", "APPS_INCLUDE_DIRS", ",", "'custom_funct...	44.5	15.722222
def Java(env, target, source, args, *kw): """ A pseudo-Builder wrapper around the separate JavaClass{File,Dir} Builders. """ if not SCons.Util.is_List(target): target = [target] if not SCons.Util.is_List(source): source = [source] # Pad the target list with repetitions of ...	[ "def", "Java", "(", "env", ",", "target", ",", "source", ",", "", "args", ",", "", "*", "kw", ")", ":", "if", "not", "SCons", ".", "Util", ".", "is_List", "(", "target", ")", ":", "target", "=", "[", "target", "]", "if", "not", "SCons", ".", ...	31.114286	14.714286
def _deriv_hypot(x, y): """Derivative of numpy hypot function""" r = np.hypot(x, y) df_dx = x / r df_dy = y / r return np.hstack([df_dx, df_dy])	[ "def", "_deriv_hypot", "(", "x", ",", "y", ")", ":", "r", "=", "np", ".", "hypot", "(", "x", ",", "y", ")", "df_dx", "=", "x", "/", "r", "df_dy", "=", "y", "/", "r", "return", "np", ".", "hstack", "(", "[", "df_dx", ",", "df_dy", "]", ")" ]	26.5	14.166667
def random_tickers( length, n_tickers, endswith=None, letters=None, slicer=itertools.islice ): """Generate a length-n_tickers list of unique random ticker symbols. Parameters ---------- length : int The length of each ticker string. n_tickers : int Number of tickers to...	[ "def", "random_tickers", "(", "length", ",", "n_tickers", ",", "endswith", "=", "None", ",", "letters", "=", "None", ",", "slicer", "=", "itertools", ".", "islice", ")", ":", "# The trick here is that we need uniqueness. That defeats the\r", "# purpose of using Num...	31.735849	20.962264
def clear(self): """Release the semaphore of all of its bounds, setting the internal counter back to its original bind limit. Notify an equivalent amount of threads that they can run.""" with self._cond: to_notify = self._initial - self._value self._value = self._...	[ "def", "clear", "(", "self", ")", ":", "with", "self", ".", "_cond", ":", "to_notify", "=", "self", ".", "_initial", "-", "self", ".", "_value", "self", ".", "_value", "=", "self", ".", "_initial", "self", ".", "_cond", ".", "notify", "(", "to_notify...	45.125	11
def save_to_file(self, filename, remap_dim0=None, remap_dim1=None): """Saves matrix to the file. Args: filename: name of the file where to save matrix remap_dim0: dictionary with mapping row indices to row names which should be saved to file. If none then indices will be used as names. ...	[ "def", "save_to_file", "(", "self", ",", "filename", ",", "remap_dim0", "=", "None", ",", "remap_dim1", "=", "None", ")", ":", "# rows - first index", "# columns - second index", "with", "open", "(", "filename", ",", "'w'", ")", "as", "fobj", ":", "columns", ...	39.5	17.875
def encode_request(name, max_size): """ Encode request into client_message""" client_message = ClientMessage(payload_size=calculate_size(name, max_size)) client_message.set_message_type(REQUEST_TYPE) client_message.set_retryable(RETRYABLE) client_message.append_str(name) client_message.append_in...	[ "def", "encode_request", "(", "name", ",", "max_size", ")", ":", "client_message", "=", "ClientMessage", "(", "payload_size", "=", "calculate_size", "(", "name", ",", "max_size", ")", ")", "client_message", ".", "set_message_type", "(", "REQUEST_TYPE", ")", "cli...	43.333333	8.555556
def on_add(self, widget, new_dict=False): """" Adds a new entry to the semantic data of a state. Reloads the tree store. :param widget: The source widget of the action :param bool new_dict: A flag to indicate if the new value is of type dict :return: """ self.semantic_da...	[ "def", "on_add", "(", "self", ",", "widget", ",", "new_dict", "=", "False", ")", ":", "self", ".", "semantic_data_counter", "+=", "1", "treeiter", ",", "path", "=", "self", ".", "get_selected_object", "(", ")", "value", "=", "dict", "(", ")", "if", "ne...	38.935484	22.580645
def crc(self): """ A CRC of the current vertices and entities. Returns ------------ crc: int, CRC of entity points and vertices """ # first CRC the points in every entity target = caching.crc32(bytes().join(e._bytes() ...	[ "def", "crc", "(", "self", ")", ":", "# first CRC the points in every entity", "target", "=", "caching", ".", "crc32", "(", "bytes", "(", ")", ".", "join", "(", "e", ".", "_bytes", "(", ")", "for", "e", "in", "self", ".", "entities", ")", ")", "# add t...	31.214286	14.642857
def gen_uid(i): """ Input: {} Output: { return - return code = 0, if successful > 0, if error (error) - error text if return > 0 data_uid - UID in string format (16 characters 0..9,a..f) } ...	[ "def", "gen_uid", "(", "i", ")", ":", "import", "uuid", "import", "random", "uid", "=", "str", "(", "uuid", ".", "uuid4", "(", ")", ".", "hex", ")", "if", "len", "(", "uid", ")", "!=", "32", ":", "return", "{", "'return'", ":", "1", ",", "'erro...	23.68	26.4
def command_start(self, daemonize=False): ''' Start a server:: ./manage.py flup:start [--daemonize] ''' if daemonize: safe_makedirs(self.logfile, self.pidfile) flup_fastcgi(self.app, bind=self.bind, pidfile=self.pidfile, logfile=self....	[ "def", "command_start", "(", "self", ",", "daemonize", "=", "False", ")", ":", "if", "daemonize", ":", "safe_makedirs", "(", "self", ".", "logfile", ",", "self", ".", "pidfile", ")", "flup_fastcgi", "(", "self", ".", "app", ",", "bind", "=", "self", "....	37.727273	21.909091
def clean_int(x) -> int: """ Returns its parameter as an integer, or raises ``django.forms.ValidationError``. """ try: return int(x) except ValueError: raise forms.ValidationError( "Cannot convert to integer: {}".format(repr(x)))	[ "def", "clean_int", "(", "x", ")", "->", "int", ":", "try", ":", "return", "int", "(", "x", ")", "except", "ValueError", ":", "raise", "forms", ".", "ValidationError", "(", "\"Cannot convert to integer: {}\"", ".", "format", "(", "repr", "(", "x", ")", "...	27.2	12.2
def delete_changed(self, settings, key, user_data): """If the gconf var compat_delete be changed, this method will be called and will change the binding configuration in all terminals open. """ for i in self.guake.notebook_manager.iter_terminals(): i.set_delete_bindin...	[ "def", "delete_changed", "(", "self", ",", "settings", ",", "key", ",", "user_data", ")", ":", "for", "i", "in", "self", ".", "guake", ".", "notebook_manager", ".", "iter_terminals", "(", ")", ":", "i", ".", "set_delete_binding", "(", "self", ".", "getEr...	51.857143	16.142857
def bread(stream): """ Decode a file or stream to an object. """ if hasattr(stream, "read"): return bdecode(stream.read()) else: handle = open(stream, "rb") try: return bdecode(handle.read()) finally: handle.close()	[ "def", "bread", "(", "stream", ")", ":", "if", "hasattr", "(", "stream", ",", "\"read\"", ")", ":", "return", "bdecode", "(", "stream", ".", "read", "(", ")", ")", "else", ":", "handle", "=", "open", "(", "stream", ",", "\"rb\"", ")", "try", ":", ...	25.181818	12.454545
def _doy_to_datetimeindex(doy, epoch_year=2014): """ Convert a day of year scalar or array to a pd.DatetimeIndex. Parameters ---------- doy : numeric Contains days of the year Returns ------- pd.DatetimeIndex """ doy = np.atleast_1d(doy).astype('float') epoch = pd.T...	[ "def", "_doy_to_datetimeindex", "(", "doy", ",", "epoch_year", "=", "2014", ")", ":", "doy", "=", "np", ".", "atleast_1d", "(", "doy", ")", ".", "astype", "(", "'float'", ")", "epoch", "=", "pd", ".", "Timestamp", "(", "'{}-12-31'", ".", "format", "(",...	26.705882	18.941176
async def _restart_on_cancel(logger, agent): """ Restarts an agent when it is cancelled """ while True: try: await agent.run() except asyncio.CancelledError: logger.exception("Restarting agent") pass	[ "async", "def", "_restart_on_cancel", "(", "logger", ",", "agent", ")", ":", "while", "True", ":", "try", ":", "await", "agent", ".", "run", "(", ")", "except", "asyncio", ".", "CancelledError", ":", "logger", ".", "exception", "(", "\"Restarting agent\"", ...	31.5	12.75
def make_cache_key(args, *kwargs): """ Used by cache to get a unique key per URL """ path = request.path args = str(hash(frozenset(request.args.items()))) return (path + args).encode('ascii', 'ignore')	[ "def", "make_cache_key", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "path", "=", "request", ".", "path", "args", "=", "str", "(", "hash", "(", "frozenset", "(", "request", ".", "args", ".", "items", "(", ")", ")", ")", ")", "return", "(...	31.571429	7
def encrypt(message, modN, e, blockSize): """given a string message, public keys and blockSize, encrypt using RSA algorithms.""" numList = string2numList(message) numBlocks = numList2blocks(numList, blockSize) # only one block message = numBlocks[0] # return [modExp(blocks, e, modN) for blocks ...	[ "def", "encrypt", "(", "message", ",", "modN", ",", "e", ",", "blockSize", ")", ":", "numList", "=", "string2numList", "(", "message", ")", "numBlocks", "=", "numList2blocks", "(", "numList", ",", "blockSize", ")", "# only one block", "message", "=", "numBlo...	45.25	9.125
def sync_labels(self, repo): """Creates a local map of github labels/milestones to asana tags.""" logging.info("syncing new github.com labels to tags") # create label tag map ltm = self.app.data.get("label-tag-map", {}) # loop over labels, if they don't have tags, make them ...	[ "def", "sync_labels", "(", "self", ",", "repo", ")", ":", "logging", ".", "info", "(", "\"syncing new github.com labels to tags\"", ")", "# create label tag map", "ltm", "=", "self", ".", "app", ".", "data", ".", "get", "(", "\"label-tag-map\"", ",", "{", "}",...	38.166667	20.888889
def abspath(path, *kwargs): """Return the absolute path of path""" import os.path return os.path.abspath(path, *kwargs)	[ "def", "abspath", "(", "path", ",", "", "", "kwargs", ")", ":", "import", "os", ".", "path", "return", "os", ".", "path", ".", "abspath", "(", "path", ",", "", "", "kwargs", ")" ]	33	9
def items (self): """Return list of items, not updating usage count.""" return [(key, value[1]) for key, value in super(LFUCache, self).items()]	[ "def", "items", "(", "self", ")", ":", "return", "[", "(", "key", ",", "value", "[", "1", "]", ")", "for", "key", ",", "value", "in", "super", "(", "LFUCache", ",", "self", ")", ".", "items", "(", ")", "]" ]	52.666667	21
def close(self): """ Closes the popup widget and central widget. """ widget = self.centralWidget() if widget and not widget.close(): return super(XPopupWidget, self).close()	[ "def", "close", "(", "self", ")", ":", "widget", "=", "self", ".", "centralWidget", "(", ")", "if", "widget", "and", "not", "widget", ".", "close", "(", ")", ":", "return", "super", "(", "XPopupWidget", ",", "self", ")", ".", "close", "(", ")" ]	27.333333	9.777778
def prepare_decoder(targets, hparams): """Prepare decoder for images.""" targets_shape = common_layers.shape_list(targets) channels = hparams.num_channels curr_infer_length = None # during training, images are [batch, IMG_LEN, IMG_LEN, 3]. # At inference, they are [batch, curr_infer_length, 1, 1] if hpar...	[ "def", "prepare_decoder", "(", "targets", ",", "hparams", ")", ":", "targets_shape", "=", "common_layers", ".", "shape_list", "(", "targets", ")", "channels", "=", "hparams", ".", "num_channels", "curr_infer_length", "=", "None", "# during training, images are [batch,...	47.844828	17.344828
def list(self, name, platform='', genre=''): """ The name argument is required for this method as per the API server specification. This method also provides the platform and genre optional arguments as filters. """ data_list = self.db.get_data(self.list_path, name=name, ...	[ "def", "list", "(", "self", ",", "name", ",", "platform", "=", "''", ",", "genre", "=", "''", ")", ":", "data_list", "=", "self", ".", "db", ".", "get_data", "(", "self", ".", "list_path", ",", "name", "=", "name", ",", "platform", "=", "platform",...	51.7	11.8
def getPermutedTensors(W, kw, n, m2, noisePct): """ Generate m2 noisy versions of W. Noisy version of W is generated by randomly permuting noisePct of the non-zero components to other components. :param W: :param n: :param m2: :param noisePct: :return: """ W2 = W.repeat(m2, 1) nz = W[0].nonzer...	[ "def", "getPermutedTensors", "(", "W", ",", "kw", ",", "n", ",", "m2", ",", "noisePct", ")", ":", "W2", "=", "W", ".", "repeat", "(", "m2", ",", "1", ")", "nz", "=", "W", "[", "0", "]", ".", "nonzero", "(", ")", "numberToZero", "=", "int", "(...	22.857143	19.333333
def get_full_year(): """ Returns percentages of peak load for all hours of the year. @return: Numpy array of doubles with length 8736. """ weekly = get_weekly() daily = get_daily() hourly_winter_wkdy, hourly_winter_wknd = get_winter_hourly() hourly_summer_wkdy, hourly_summer_wknd = ...	[ "def", "get_full_year", "(", ")", ":", "weekly", "=", "get_weekly", "(", ")", "daily", "=", "get_daily", "(", ")", "hourly_winter_wkdy", ",", "hourly_winter_wknd", "=", "get_winter_hourly", "(", ")", "hourly_summer_wkdy", ",", "hourly_summer_wknd", "=", "get_summe...	36.625	18
def get_profile(self, component): """ Gets given Component profile. Usage:: >>> manager = Manager() >>> manager.register_component("tests_component_a.rc") True >>> manager.get_profile("core.tests_component_a") <manager.components_mana...	[ "def", "get_profile", "(", "self", ",", "component", ")", ":", "components", "=", "self", ".", "filter_components", "(", "r\"^{0}$\"", ".", "format", "(", "component", ")", ")", "if", "components", "!=", "[", "]", ":", "return", "self", ".", "__components"...	32.47619	20.571429
def datasets_download(self, owner_slug, dataset_slug, **kwargs): # noqa: E501 """Download dataset file # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.datasets_download(owner_slug, ...	[ "def", "datasets_download", "(", "self", ",", "owner_slug", ",", "dataset_slug", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return...	47.636364	23.590909
def parse(readDataInstance, arrayType, arrayLength): """ Returns a new L{Array} object. @type readDataInstance: L{ReadData} @param readDataInstance: The L{ReadData} object containing the array data. @type arrayType: int @param arrayType: The type of L{...	[ "def", "parse", "(", "readDataInstance", ",", "arrayType", ",", "arrayLength", ")", ":", "newArray", "=", "Array", "(", "arrayType", ")", "dataLength", "=", "len", "(", "readDataInstance", ")", "if", "arrayType", "is", "TYPE_DWORD", ":", "toRead", "=", "arra...	36.653846	17.923077
def build_overviews(source_file, factors=None, minsize=256, external=False, blocksize=256, interleave='pixel', compress='lzw', resampling=Resampling.gauss, **kwargs): """Build overviews at one or more decimation factors for all bands of the dataset. Parameters --...	[ "def", "build_overviews", "(", "source_file", ",", "factors", "=", "None", ",", "minsize", "=", "256", ",", "external", "=", "False", ",", "blocksize", "=", "256", ",", "interleave", "=", "'pixel'", ",", "compress", "=", "'lzw'", ",", "resampling", "=", ...	38.244898	19.44898
def size(self, destination): """ Size of the queue for specified destination. @param destination: The queue destination (e.g. /queue/foo) @type destination: C{str} @return: The number of frames in specified queue. @rtype: C{int} """ if not destination in...	[ "def", "size", "(", "self", ",", "destination", ")", ":", "if", "not", "destination", "in", "self", ".", "queue_metadata", ":", "return", "0", "else", ":", "return", "len", "(", "self", ".", "queue_metadata", "[", "destination", "]", "[", "'frames'", "]"...	30.714286	18.285714
def _init_field(self, setting, field_class, name, code=None): """ Initialize a field whether it is built with a custom name for a specific translation language or not. """ kwargs = { "label": setting["label"] + ":", "required": setting["type"] in (int, flo...	[ "def", "_init_field", "(", "self", ",", "setting", ",", "field_class", ",", "name", ",", "code", "=", "None", ")", ":", "kwargs", "=", "{", "\"label\"", ":", "setting", "[", "\"label\"", "]", "+", "\":\"", ",", "\"required\"", ":", "setting", "[", "\"t...	43.714286	14.761905
def status_bar(self): """Top view bar status """ print("") self.msg.template(78) print("\| Repository Status") self.msg.template(78)	[ "def", "status_bar", "(", "self", ")", ":", "print", "(", "\"\"", ")", "self", ".", "msg", ".", "template", "(", "78", ")", "print", "(", "\"\| Repository Status\"", ")", "self", ".", "msg", ".", "template", "(", "78", ")" ]	25.857143	9.714286
def show(i): """ Input: { (data_uoa) - repo UOA (reset) - if 'yes', reset repos (stable) - take stable version (highly experimental) (version) - checkout version (default - stable) } Output: { return - return c...	[ "def", "show", "(", "i", ")", ":", "import", "os", "o", "=", "i", ".", "get", "(", "'out'", ",", "''", ")", "curdir", "=", "os", ".", "getcwd", "(", ")", "duoa", "=", "i", ".", "get", "(", "'data_uoa'", ",", "''", ")", "reset", "=", "i", "....	28.02439	25.520325
def setUpClassDef(self, service): '''use soapAction dict for WS-Action input, setup wsAction dict for grabbing WS-Action output values. ''' assert isinstance(service, WSDLTools.Service), \ 'expecting WSDLTools.Service instance' s = self._services[service.name].classd...	[ "def", "setUpClassDef", "(", "self", ",", "service", ")", ":", "assert", "isinstance", "(", "service", ",", "WSDLTools", ".", "Service", ")", ",", "'expecting WSDLTools.Service instance'", "s", "=", "self", ".", "_services", "[", "service", ".", "name", "]", ...	49.166667	21.833333
def construct_sign_and_send_raw_middleware(private_key_or_account): """Capture transactions sign and send as raw transactions Keyword arguments: private_key_or_account -- A single private key or a tuple, list or set of private keys. Keys can be any of the following formats: - An eth_account.Loca...	[ "def", "construct_sign_and_send_raw_middleware", "(", "private_key_or_account", ")", ":", "accounts", "=", "gen_normalized_accounts", "(", "private_key_or_account", ")", "def", "sign_and_send_raw_middleware", "(", "make_request", ",", "w3", ")", ":", "format_and_fill_tx", "...	32.857143	19.285714
def allow_headers(self, domain, headers, secure=True): """ Allows ``domain`` to push data via the HTTP headers named in ``headers``. As with ``allow_domain``, ``domain`` may be either a full domain name or a wildcard. Again, use of wildcards is discouraged for security r...	[ "def", "allow_headers", "(", "self", ",", "domain", ",", "headers", ",", "secure", "=", "True", ")", ":", "if", "self", ".", "site_control", "==", "SITE_CONTROL_NONE", ":", "raise", "TypeError", "(", "METAPOLICY_ERROR", ".", "format", "(", "\"allow headers fro...	39.708333	22.625
def _PrintSessionsDetails(self, storage_reader): """Prints the details of the sessions. Args: storage_reader (BaseStore): storage. """ for session_number, session in enumerate(storage_reader.GetSessions()): session_identifier = uuid.UUID(hex=session.identifier) session_identifier = '{...	[ "def", "_PrintSessionsDetails", "(", "self", ",", "storage_reader", ")", ":", "for", "session_number", ",", "session", "in", "enumerate", "(", "storage_reader", ".", "GetSessions", "(", ")", ")", ":", "session_identifier", "=", "uuid", ".", "UUID", "(", "hex",...	42.104478	21.58209
def ceil_nearest(x, dx=1): """ ceil a number to within a given rounding accuracy """ precision = get_sig_digits(dx) return round(math.ceil(float(x) / dx) * dx, precision)	[ "def", "ceil_nearest", "(", "x", ",", "dx", "=", "1", ")", ":", "precision", "=", "get_sig_digits", "(", "dx", ")", "return", "round", "(", "math", ".", "ceil", "(", "float", "(", "x", ")", "/", "dx", ")", "*", "dx", ",", "precision", ")" ]	30.833333	8.5
def name_for_number(numobj, lang, script=None, region=None): """Returns a carrier name for the given PhoneNumber object, in the language provided. The carrier name is the one the number was originally allocated to, however if the country supports mobile number portability the number might not belon...	[ "def", "name_for_number", "(", "numobj", ",", "lang", ",", "script", "=", "None", ",", "region", "=", "None", ")", ":", "ntype", "=", "number_type", "(", "numobj", ")", "if", "_is_mobile", "(", "ntype", ")", ":", "return", "name_for_valid_number", "(", "...	46.814815	25.740741
def _data(self, copy=False): """ Get all data associated with the container as key value pairs. """ data = {} for key, obj in self.__dict__.items(): if isinstance(obj, (pd.Series, pd.DataFrame, pd.SparseSeries, pd.SparseDataFrame)): if copy: ...	[ "def", "_data", "(", "self", ",", "copy", "=", "False", ")", ":", "data", "=", "{", "}", "for", "key", ",", "obj", "in", "self", ".", "__dict__", ".", "items", "(", ")", ":", "if", "isinstance", "(", "obj", ",", "(", "pd", ".", "Series", ",", ...	34.916667	15.75
def start(self) -> None: """Starts the timer.""" # Looking up the IOLoop here allows to first instantiate the # PeriodicCallback in another thread, then start it using # IOLoop.add_callback(). self.io_loop = IOLoop.current() self._running = True self._next_timeout...	[ "def", "start", "(", "self", ")", "->", "None", ":", "# Looking up the IOLoop here allows to first instantiate the", "# PeriodicCallback in another thread, then start it using", "# IOLoop.add_callback().", "self", ".", "io_loop", "=", "IOLoop", ".", "current", "(", ")", "self...	40.444444	12.111111
def almost_eq(a, b, bits=32, tol=1, ignore_type=True, pad=0.): """ Almost equal, based on the amount of floating point significand bits. Alternative to "a == b" for float numbers and iterables with float numbers, and tests for sequence contents (i.e., an elementwise a == b, that also works with generators, n...	[ "def", "almost_eq", "(", "a", ",", "b", ",", "bits", "=", "32", ",", "tol", "=", "1", ",", "ignore_type", "=", "True", ",", "pad", "=", "0.", ")", ":", "if", "not", "(", "ignore_type", "or", "type", "(", "a", ")", "==", "type", "(", "b", ")",...	39.787879	20.454545
def predict_proba(self, X, lengths=None): """Compute the posterior probability for each state in the model. X : array-like, shape (n_samples, n_features) Feature matrix of individual samples. lengths : array-like of integers, shape (n_sequences, ), optional Lengths of t...	[ "def", "predict_proba", "(", "self", ",", "X", ",", "lengths", "=", "None", ")", ":", "_", ",", "posteriors", "=", "self", ".", "score_samples", "(", "X", ",", "lengths", ")", "return", "posteriors" ]	38.117647	19.647059
def get_file_size(filename): """ Get size of all files in gigabytes (Gb). :param str \| collections.Iterable[str] filename: A space-separated string or list of space-separated strings of absolute file paths. :return float: size of file(s), in gigabytes. """ if filename is None: r...	[ "def", "get_file_size", "(", "filename", ")", ":", "if", "filename", "is", "None", ":", "return", "float", "(", "0", ")", "if", "type", "(", "filename", ")", "is", "list", ":", "return", "float", "(", "sum", "(", "[", "get_file_size", "(", "x", ")", ...	33.35	18.35
def reciprocal(x, a, b, n): """ reciprocal function to the power n to fit convergence data """ if n < 1: n = 1 elif n > 5: n = 5 if isinstance(x, list): y_l = [] for x_v in x: y_l.append(a + b / x_v ** n) y = np.array(y_l) else: y =...	[ "def", "reciprocal", "(", "x", ",", "a", ",", "b", ",", "n", ")", ":", "if", "n", "<", "1", ":", "n", "=", "1", "elif", "n", ">", "5", ":", "n", "=", "5", "if", "isinstance", "(", "x", ",", "list", ")", ":", "y_l", "=", "[", "]", "for",...	20.8125	17.8125
def select_from_cluster(idx_key, idx_list, measure_vect): """ Select a single source from a cluster and make it the new cluster key Parameters ---------- idx_key : int index of the current key for a cluster idx_list : [int,...] list of the other source indices in the cluster measu...	[ "def", "select_from_cluster", "(", "idx_key", ",", "idx_list", ",", "measure_vect", ")", ":", "best_idx", "=", "idx_key", "best_measure", "=", "measure_vect", "[", "idx_key", "]", "out_list", "=", "[", "idx_key", "]", "+", "idx_list", "for", "idx", ",", "mea...	32.962963	17.481481
def get_map(name, map_type, number, reverse=False): """ Return a `BrewerMap` representation of the specified color map. Parameters ---------- name : str Name of color map. Use `print_maps` to see available color maps. map_type : {'Sequential', 'Diverging', 'Qualitative'} Select ...	[ "def", "get_map", "(", "name", ",", "map_type", ",", "number", ",", "reverse", "=", "False", ")", ":", "number", "=", "str", "(", "number", ")", "map_type", "=", "map_type", ".", "lower", "(", ")", ".", "capitalize", "(", ")", "# check for valid type", ...	34.086207	20.189655
def numeric(_, n): """ NBASE = 1000 ndigits = total number of base-NBASE digits weight = base-NBASE weight of first digit sign = 0x0000 if positive, 0x4000 if negative, 0xC000 if nan dscale = decimal digits after decimal place """ try: nt = n.as_tuple() except AttributeError:...	[ "def", "numeric", "(", "_", ",", "n", ")", ":", "try", ":", "nt", "=", "n", ".", "as_tuple", "(", ")", "except", "AttributeError", ":", "raise", "TypeError", "(", "'numeric field requires Decimal value (got %r)'", "%", "n", ")", "digits", "=", "[", "]", ...	31.166667	15.666667
def get(self, repi, mag): """ :param repi: an array of epicentral distances in the range self.repi :param mag: a magnitude in the range self.mags :returns: an array of equivalent distances """ mag_idx = numpy.abs(mag - self.mags).argmin() dists = [] for di...	[ "def", "get", "(", "self", ",", "repi", ",", "mag", ")", ":", "mag_idx", "=", "numpy", ".", "abs", "(", "mag", "-", "self", ".", "mags", ")", ".", "argmin", "(", ")", "dists", "=", "[", "]", "for", "dist", "in", "repi", ":", "repi_idx", "=", ...	39.083333	13.75
def _get_principal(self, app: FlaskUnchained) -> Principal: """ Get an initialized instance of Flask Principal's. :class:~flask_principal.Principal`. """ principal = Principal(app, use_sessions=False) principal.identity_loader(self._identity_loader) return princip...	[ "def", "_get_principal", "(", "self", ",", "app", ":", "FlaskUnchained", ")", "->", "Principal", ":", "principal", "=", "Principal", "(", "app", ",", "use_sessions", "=", "False", ")", "principal", ".", "identity_loader", "(", "self", ".", "_identity_loader", ...	39.375	10.625
def create(self, body): """Creates a new connection. Args: body (dict): Attributes used to create the connection. Mandatory attributes are: 'name' and 'strategy'. See: https://auth0.com/docs/api/management/v2#!/Connections/post_connections """ ...	[ "def", "create", "(", "self", ",", "body", ")", ":", "return", "self", ".", "client", ".", "post", "(", "self", ".", "_url", "(", ")", ",", "data", "=", "body", ")" ]	36	24.1
def find_eggs_in_zip(importer, path_item, only=False): """ Find eggs in zip files; possibly multiple nested eggs. """ if importer.archive.endswith('.whl'): # wheels are not supported with this finder # they don't have PKG-INFO metadata, and won't ever contain eggs return meta...	[ "def", "find_eggs_in_zip", "(", "importer", ",", "path_item", ",", "only", "=", "False", ")", ":", "if", "importer", ".", "archive", ".", "endswith", "(", "'.whl'", ")", ":", "# wheels are not supported with this finder", "# they don't have PKG-INFO metadata, and won't ...	42.6	14.92
def parse_event(data, attendees=None, photos=None): """ Parse a ``MeetupEvent`` from the given response data. Returns ------- A ``pythonkc_meetups.types.MeetupEvent``. """ return MeetupEvent( id=data.get('id', None), name=data.get('name', None), description=data.get...	[ "def", "parse_event", "(", "data", ",", "attendees", "=", "None", ",", "photos", "=", "None", ")", ":", "return", "MeetupEvent", "(", "id", "=", "data", ".", "get", "(", "'id'", ",", "None", ")", ",", "name", "=", "data", ".", "get", "(", "'name'",...	33.791667	15.958333
def disconnect(self, callback): """ Disconnects a callback from this signal. :param callback: The callback to disconnect. :param weak: A flag that must have the same value than the one specified during the call to `connect`. .. warning:: If the callback ...	[ "def", "disconnect", "(", "self", ",", "callback", ")", ":", "try", ":", "self", ".", "_callbacks", ".", "remove", "(", "callback", ")", "except", "ValueError", ":", "self", ".", "_callbacks", ".", "remove", "(", "ref", "(", "callback", ")", ")" ]	32.894737	18.473684
def wrap(cls, socket, hostname, session=None): """ Takes an existing socket and adds TLS :param socket: A socket.socket object to wrap with TLS :param hostname: A unicode string of the hostname or IP the socket is connected to :param session: ...	[ "def", "wrap", "(", "cls", ",", "socket", ",", "hostname", ",", "session", "=", "None", ")", ":", "if", "not", "isinstance", "(", "socket", ",", "socket_", ".", "socket", ")", ":", "raise", "TypeError", "(", "pretty_message", "(", "'''\n soc...	32.36	20.88
def get_axis(self, undefined=np.zeros(3)): """Get the axis or vector about which the quaternion rotation occurs For a null rotation (a purely real quaternion), the rotation angle will always be `0`, but the rotation axis is undefined. It is by default assumed to be `[0, 0, 0]`. ...	[ "def", "get_axis", "(", "self", ",", "undefined", "=", "np", ".", "zeros", "(", "3", ")", ")", ":", "tolerance", "=", "1e-17", "self", ".", "_normalise", "(", ")", "norm", "=", "np", ".", "linalg", ".", "norm", "(", "self", ".", "vector", ")", "i...	46.111111	29.555556
def get_vtt_files(inputfile): """Return a list of vtt files.""" vtts = [] for f in inputfile: filename = f.split('.') filename = '.'.join(filename[0:-1]) vtt = glob(filename + '*.vtt') if len(vtt) > 0: vtts.append({'vtt': vtt[0], 'video': f}) if len(vtts) ==...	[ "def", "get_vtt_files", "(", "inputfile", ")", ":", "vtts", "=", "[", "]", "for", "f", "in", "inputfile", ":", "filename", "=", "f", ".", "split", "(", "'.'", ")", "filename", "=", "'.'", ".", "join", "(", "filename", "[", "0", ":", "-", "1", "]"...	24.5	17.8125
def poisson(x, a, b, c, d=0): ''' Poisson function a -> height of the curve's peak b -> position of the center of the peak c -> standard deviation d -> offset ''' from scipy.misc import factorial #save startup time lamb = 1 X = (x/(2c)).astype(int) return a ((...	[ "def", "poisson", "(", "x", ",", "a", ",", "b", ",", "c", ",", "d", "=", "0", ")", ":", "from", "scipy", ".", "misc", "import", "factorial", "#save startup time\r", "lamb", "=", "1", "X", "=", "(", "x", "/", "(", "2", "*", "c", ")", ")", ".",...	29.333333	17.333333
def pad(self, esp): """ Add the correct amount of padding so that the data to encrypt is exactly a multiple of the algorithm's block size. Also, make sure that the total ESP packet length is a multiple of 4 bytes. @param esp: an unencrypted _ESPPlain packet ...	[ "def", "pad", "(", "self", ",", "esp", ")", ":", "# 2 extra bytes for padlen and nh", "data_len", "=", "len", "(", "esp", ".", "data", ")", "+", "2", "# according to the RFC4303, section 2.4. Padding (for Encryption)", "# the size of the ESP payload must be a multiple of 32 b...	35.205882	23.5

def create_exception_for_response( cls, response_code, messages, response_id ): """ :type response_code: int :type messages: list[str] :type response_id: str :return: The exception according to the status code. :rtype: ...

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29.637681

16.362319

def fetch(self, is_dl_forced=False): """ :param is_dl_forced: boolean, force download :return: """ (files_to_download, ftp) = self._get_file_list( self.files['anat_entity']['path'], self.files['anat_entity']['pattern']) LOG.info( 'Wil...

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40.130435

22.391304

def make_default_docstr(func, with_args=True, with_ret=True, with_commandline=True, with_example=True, with_header=False, with_debug=False): r""" Tries to make a sensible default docstr so the user can fill things in without typing too much # TODO: Interl...

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34.742424

16.727273

def build_docker(ctx, image): """ build docker images """ if image not in DOCKER_IMGS: print('Error: unknown docker image "{0}"!'.format(image), file=sys.stderr) sys.exit(1) dinfo = DOCKER_IMGS[image] ctx.run('docker rmi -f {0}'.format(dinfo['name']), warn=True) dinfo_work_d...

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41.142857

21.142857

def reverse_whois(self, query, exclude=[], scope='current', mode=None, **kwargs): """List of one or more terms to search for in the Whois record, as a Python list or separated with the pipe character ( | ). """ return self._results('reverse-whois', '/v1/reverse-whois', terms=delimited...

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68.833333

28.5

def branch_lines(self): """Returns a list of line numbers that have more than one exit.""" exit_counts = self.parser.exit_counts() return [l1 for l1,count in iitems(exit_counts) if count > 1]

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53

13

def strip_comments(tokens): """Drop comment tokens from a `tokenize` stream. Comments on lines 1-2 are kept, to preserve hashbang and encoding. Trailing whitespace is remove from all lines. """ prev_typ = None prev_end_col = 0 for typ, tok, (start_row, start_col), (end_row, end_col), line i...

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37.5

16.65

def _extract(self, item): """ Extracts a handler and handler's arguments that can be provided as list or dictionary. If arguments are provided as list, they are considered to have this sequence: (handler, memoize, timeout) Examples: event += handler ...

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38.266667

14.3

def _set_K_H(self, k, h): "used by a kex object to set the K (root key) and H (exchange hash)" self.K = k self.H = h if self.session_id == None: self.session_id = h

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33.833333

18.166667

def parse_timespan(timedef): """ Convert a string timespan definition to seconds, for example converting '1m30s' to 90. If *timedef* is already an int, the value will be returned unmodified. :param timedef: The timespan definition to convert to seconds. :type timedef: int, str :return: The converted value in se...

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23.409091

19.954545

def add_filter(self, ftype, func): ''' Register a new output filter. Whenever bottle hits a handler output matching `ftype`, `func` is applyed to it. ''' if not isinstance(ftype, type): raise TypeError("Expected type object, got %s" % type(ftype)) self.castfilter = [(t, f...

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54.5

18.75

def recompute_table_revnums(self): ''' Recomputes the revnums for the csetLog table by creating a new table, and copying csetLog to it. The INTEGER PRIMARY KEY in the temp table auto increments as rows are added. IMPORTANT: Only call this after acquiring the ...

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34.615385

18.846154

def ctrl(char): """ Calculate the control code for a given key. For example, this converts "a" to 1 (which is the code for ctrl-a). :param char: The key to convert to a control code. :return: The control code as an integer or None if unknown. """ # Convert strin...

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43

21.8

def nn_x(self, x, k=1, radius=np.inf, eps=0.0, p=2): """Find the k nearest neighbors of x in the observed input data @see Databag.nn() for argument description @return distance and indexes of found nearest neighbors. """ assert len(x) == self.dim_x k_x = min(k, self.size...

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51.9

14.5

def delete_collection(db_name, collection_name, host='localhost', port=27017): """Almost exclusively for testing.""" client = MongoClient("mongodb://%s:%d" % (host, port)) client[db_name].drop_collection(collection_name)

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57.25

17

def main(): """Runs the test sender.""" stream_config = spead2.send.StreamConfig( max_packet_size=16356, rate=1000e6, burst_size=10, max_heaps=1) item_group = spead2.send.ItemGroup(flavour=spead2.Flavour(4, 64, 48, 0)) # Add item descriptors to the heap. num_baselines = (512 * 513) // 2 ...

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40.050847

17.355932

def create_forward_model(self, encoded_state, encoded_next_state): """ Creates forward model TensorFlow ops for Curiosity module. Predicts encoded future state based on encoded current state and given action. :param encoded_state: Tensor corresponding to encoded current state. :p...

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73.875

42.5

def disconnectMsToNet(Facility_presence=0, UserUser_presence=0, SsVersionIndicator_presence=0): """Disconnect Section 9.3.7.2""" a = TpPd(pd=0x3) b = MessageType(mesType=0x25) # 00100101 c = Cause() packet = a / b / c if Facility_presence is 1: d = FacilityHdr(ieiF...

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36.176471

13.470588

def load_blocks(self, location, blocks, ranges, query): """ Load one or more blocks of compressed cdx lines, return a line iterator which decompresses and returns one line at a time, bounded by query.key and query.end_key """ if (logging.getLogger().getEffectiveLevel() <= logging...

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36.151515

20.212121

def plot_chain(chain, joints, ax, target=None, show=False): """Plots the chain""" # LIst of nodes and orientations nodes = [] axes = [] transformation_matrixes = chain.forward_kinematics(joints, full_kinematics=True) # Get the nodes and the orientation from the tranformation matrix for (in...

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42.5

27.615385

def upvoters(self): """获取答案点赞用户，返回生成器. :return: 点赞用户 :rtype: Author.Iterable """ self._make_soup() next_req = '/answer/' + str(self.aid) + '/voters_profile' while next_req != '': data = self._session.get(Zhihu_URL + next_req).json() next_r...

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33.571429

13.071429

def list_statistics(self, begin_date, end_date, shop_id=-1): """ Wi-Fi数据统计详情请参考 http://mp.weixin.qq.com/wiki/8/dfa2b756b66fca5d9b1211bc18812698.html :param begin_date: 起始日期时间，最长时间跨度为30天 :param end_date: 结束日期时间戳，最长时间跨度为30天 :param shop_id: 可选，门店 ID，按门店ID搜索，-1为总统计...

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32.115385

15.576923

def write_module_file(name, path, package): '''Creates an RST file for the module name passed in. It places it in the path defined ''' file_path = join(path, '%s.rst' % name) mod_file = open(file_path, 'w') mod_file.write('%s\n' % AUTOGEN) mod_file.write('%s\n' % name.title()) mod_file....

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36.588235

12.235294

def oauth_client_show(self, id, **kwargs): "https://developer.zendesk.com/rest_api/docs/core/oauth_clients#show-client" api_path = "/api/v2/oauth/clients/{id}.json" api_path = api_path.format(id=id) return self.call(api_path, **kwargs)

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52.6

12.6

def task_or_dryrun(*args, **kwargs): """ Decorator declaring the wrapped function to be a new-style task. May be invoked as a simple, argument-less decorator (i.e. ``@task``) or with arguments customizing its behavior (e.g. ``@task(alias='myalias')``). Please see the :ref:`new-style task <task-dec...

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34.935484

21.451613

def replace(self, resource, id_, document): """Replace document in index.""" args = self._es_args(resource, refresh=True) document.pop('_id', None) document.pop('_type', None) self._update_parent_args(resource, args, document) return self.elastic(resource).index(body=docu...

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47.857143

11.285714

def _get_indicators_for_report_page_generator(self, report_id, start_page=0, page_size=None): """ Creates a generator from the |get_indicators_for_report_page| method that returns each successive page. :param str report_id: The ID of the report to get indicators for. :param int start_pa...

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def parse_filter(args, analog=False, sample_rate=None): """Parse arbitrary input args into a TF or ZPK filter definition Parameters ---------- args : `tuple`, `~scipy.signal.lti` filter definition, normally just captured positional ``*args`` from a function call analog : `bool`, op...

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def registration_error(self, stanza): """Handle in-band registration error. [client only] :Parameters: - `stanza`: the error stanza received or `None` on timeout. :Types: - `stanza`: `pyxmpp.stanza.Stanza`""" self.lock.acquire() try: ...

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31.55

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def get_node(self, *node_ids, node_attr=NONE): """ Returns a sub node of a dispatcher. :param node_ids: A sequence of node ids or a single node id. The id order identifies a dispatcher sub-level. :type node_ids: str :param node_attr: Output n...

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def main(): ''' Execute the "bokeh" command line program. ''' import sys from bokeh.command.bootstrap import main as _main # Main entry point (see setup.py) _main(sys.argv)

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21

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def refresh_decorations(self, force=False): """ Refresh decorations colors. This function is called by the syntax highlighter when the style changed so that we may update our decorations colors according to the new style. """ cursor = self.editor.textCursor() if (...

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def rgb(color,default=(0,0,0)): """ return rgb tuple for named color in rgb.txt or a hex color """ c = color.lower() if c[0:1] == '#' and len(c)==7: r,g,b = c[1:3], c[3:5], c[5:] r,g,b = [int(n, 16) for n in (r, g, b)] return (r,g,b) if c.find(' ')>-1: c = c.replace(' ','') ...

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36.166667

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def register_extension(self, module, extension): """ Function registers into self.commands from module extension. All extension subcommands are registered using the name convention 'extension:command' Example: If you have a redis extension namely 'gredis', the extens...

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def connectionMade(self): """Register with the stomp server. """ cmd = self.sm.connect() self.transport.write(cmd)

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def step_state(self, state, successor_func=None, **run_args): """ Don't use this function manually - it is meant to interface with exploration techniques. """ try: successors = self.successors(state, successor_func=successor_func, **run_args) stashes = {None: succ...

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def stats_per_key(self): """ Return statistics calculated for each key in the container. Note: The feature container has to be opened in advance. Returns: dict: A dictionary containing a DataStats object for each key. """ self.raise_error_if_not_...

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def plot_decorate_rebits(basis=None, rebit_axes=REBIT_AXES): """ Decorates a figure with the boundary of rebit state space and basis labels drawn from a :ref:`~qinfer.tomography.TomographyBasis`. :param qinfer.tomography.TomographyBasis basis: Basis to use in labeling axes. :param list rebi...

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35.25

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def internal_files(self): """Return a list of the intermediate files produced by this link. This returns all files that were explicitly marked as internal files. """ ret_list = [] for key, val in self.file_dict.items(): # For internal files we only want files that we...

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def shortsum(ctx, app_id, review_file, json_flag, review, length, request_id): # type: (Context, unicode, Optional[IO], bool, unicode, unicode, unicode) -> None # NOQA """Summarize reviews into a short summary.""" app_id = clean_app_id(app_id) review_list = clean_review(review, review_file...

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def compile_sass(self, sass_filename, sass_fileurl): """ Compile the given SASS file into CSS """ compile_kwargs = { 'filename': sass_filename, 'include_paths': SassProcessor.include_paths + APPS_INCLUDE_DIRS, 'custom_functions': get_custom_functions()...

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44.5

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def Java(env, target, source, *args, **kw): """ A pseudo-Builder wrapper around the separate JavaClass{File,Dir} Builders. """ if not SCons.Util.is_List(target): target = [target] if not SCons.Util.is_List(source): source = [source] # Pad the target list with repetitions of ...

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31.114286

14.714286

def _deriv_hypot(x, y): """Derivative of numpy hypot function""" r = np.hypot(x, y) df_dx = x / r df_dy = y / r return np.hstack([df_dx, df_dy])

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26.5

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def random_tickers( length, n_tickers, endswith=None, letters=None, slicer=itertools.islice ): """Generate a length-n_tickers list of unique random ticker symbols. Parameters ---------- length : int The length of each ticker string. n_tickers : int Number of tickers to...

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def clear(self): """Release the semaphore of all of its bounds, setting the internal counter back to its original bind limit. Notify an equivalent amount of threads that they can run.""" with self._cond: to_notify = self._initial - self._value self._value = self._...

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45.125

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def save_to_file(self, filename, remap_dim0=None, remap_dim1=None): """Saves matrix to the file. Args: filename: name of the file where to save matrix remap_dim0: dictionary with mapping row indices to row names which should be saved to file. If none then indices will be used as names. ...

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def encode_request(name, max_size): """ Encode request into client_message""" client_message = ClientMessage(payload_size=calculate_size(name, max_size)) client_message.set_message_type(REQUEST_TYPE) client_message.set_retryable(RETRYABLE) client_message.append_str(name) client_message.append_in...

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43.333333

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def on_add(self, widget, new_dict=False): """" Adds a new entry to the semantic data of a state. Reloads the tree store. :param widget: The source widget of the action :param bool new_dict: A flag to indicate if the new value is of type dict :return: """ self.semantic_da...

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38.935484

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def crc(self): """ A CRC of the current vertices and entities. Returns ------------ crc: int, CRC of entity points and vertices """ # first CRC the points in every entity target = caching.crc32(bytes().join(e._bytes() ...

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31.214286

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def gen_uid(i): """ Input: {} Output: { return - return code = 0, if successful > 0, if error (error) - error text if return > 0 data_uid - UID in string format (16 characters 0..9,a..f) } ...

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23.68

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def command_start(self, daemonize=False): ''' Start a server:: ./manage.py flup:start [--daemonize] ''' if daemonize: safe_makedirs(self.logfile, self.pidfile) flup_fastcgi(self.app, bind=self.bind, pidfile=self.pidfile, logfile=self....

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37.727273

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def clean_int(x) -> int: """ Returns its parameter as an integer, or raises ``django.forms.ValidationError``. """ try: return int(x) except ValueError: raise forms.ValidationError( "Cannot convert to integer: {}".format(repr(x)))

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27.2

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def delete_changed(self, settings, key, user_data): """If the gconf var compat_delete be changed, this method will be called and will change the binding configuration in all terminals open. """ for i in self.guake.notebook_manager.iter_terminals(): i.set_delete_bindin...

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def bread(stream): """ Decode a file or stream to an object. """ if hasattr(stream, "read"): return bdecode(stream.read()) else: handle = open(stream, "rb") try: return bdecode(handle.read()) finally: handle.close()

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25.181818

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def _doy_to_datetimeindex(doy, epoch_year=2014): """ Convert a day of year scalar or array to a pd.DatetimeIndex. Parameters ---------- doy : numeric Contains days of the year Returns ------- pd.DatetimeIndex """ doy = np.atleast_1d(doy).astype('float') epoch = pd.T...

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async def _restart_on_cancel(logger, agent): """ Restarts an agent when it is cancelled """ while True: try: await agent.run() except asyncio.CancelledError: logger.exception("Restarting agent") pass

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31.5

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def make_cache_key(*args, **kwargs): """ Used by cache to get a unique key per URL """ path = request.path args = str(hash(frozenset(request.args.items()))) return (path + args).encode('ascii', 'ignore')

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31.571429

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def encrypt(message, modN, e, blockSize): """given a string message, public keys and blockSize, encrypt using RSA algorithms.""" numList = string2numList(message) numBlocks = numList2blocks(numList, blockSize) # only one block message = numBlocks[0] # return [modExp(blocks, e, modN) for blocks ...

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45.25

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def sync_labels(self, repo): """Creates a local map of github labels/milestones to asana tags.""" logging.info("syncing new github.com labels to tags") # create label tag map ltm = self.app.data.get("label-tag-map", {}) # loop over labels, if they don't have tags, make them ...

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38.166667

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def abspath(path, **kwargs): """Return the absolute path of *path*""" import os.path return os.path.abspath(path, **kwargs)

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33

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def items (self): """Return list of items, not updating usage count.""" return [(key, value[1]) for key, value in super(LFUCache, self).items()]

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52.666667

21

def close(self): """ Closes the popup widget and central widget. """ widget = self.centralWidget() if widget and not widget.close(): return super(XPopupWidget, self).close()

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27.333333

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def prepare_decoder(targets, hparams): """Prepare decoder for images.""" targets_shape = common_layers.shape_list(targets) channels = hparams.num_channels curr_infer_length = None # during training, images are [batch, IMG_LEN, IMG_LEN, 3]. # At inference, they are [batch, curr_infer_length, 1, 1] if hpar...

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def list(self, name, platform='', genre=''): """ The name argument is required for this method as per the API server specification. This method also provides the platform and genre optional arguments as filters. """ data_list = self.db.get_data(self.list_path, name=name, ...

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51.7

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def getPermutedTensors(W, kw, n, m2, noisePct): """ Generate m2 noisy versions of W. Noisy version of W is generated by randomly permuting noisePct of the non-zero components to other components. :param W: :param n: :param m2: :param noisePct: :return: """ W2 = W.repeat(m2, 1) nz = W[0].nonzer...

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22.857143

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def get_full_year(): """ Returns percentages of peak load for all hours of the year. @return: Numpy array of doubles with length 8736. """ weekly = get_weekly() daily = get_daily() hourly_winter_wkdy, hourly_winter_wknd = get_winter_hourly() hourly_summer_wkdy, hourly_summer_wknd = ...

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36.625

18

def get_profile(self, component): """ Gets given Component profile. Usage:: >>> manager = Manager() >>> manager.register_component("tests_component_a.rc") True >>> manager.get_profile("core.tests_component_a") <manager.components_mana...

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32.47619

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def datasets_download(self, owner_slug, dataset_slug, **kwargs): # noqa: E501 """Download dataset file # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.datasets_download(owner_slug, ...

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47.636364

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def parse(readDataInstance, arrayType, arrayLength): """ Returns a new L{Array} object. @type readDataInstance: L{ReadData} @param readDataInstance: The L{ReadData} object containing the array data. @type arrayType: int @param arrayType: The type of L{...

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36.653846

17.923077

def build_overviews(source_file, factors=None, minsize=256, external=False, blocksize=256, interleave='pixel', compress='lzw', resampling=Resampling.gauss, **kwargs): """Build overviews at one or more decimation factors for all bands of the dataset. Parameters --...

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38.244898

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def size(self, destination): """ Size of the queue for specified destination. @param destination: The queue destination (e.g. /queue/foo) @type destination: C{str} @return: The number of frames in specified queue. @rtype: C{int} """ if not destination in...

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def _init_field(self, setting, field_class, name, code=None): """ Initialize a field whether it is built with a custom name for a specific translation language or not. """ kwargs = { "label": setting["label"] + ":", "required": setting["type"] in (int, flo...

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def status_bar(self): """Top view bar status """ print("") self.msg.template(78) print("| Repository Status") self.msg.template(78)

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def show(i): """ Input: { (data_uoa) - repo UOA (reset) - if 'yes', reset repos (stable) - take stable version (highly experimental) (version) - checkout version (default - stable) } Output: { return - return c...

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def setUpClassDef(self, service): '''use soapAction dict for WS-Action input, setup wsAction dict for grabbing WS-Action output values. ''' assert isinstance(service, WSDLTools.Service), \ 'expecting WSDLTools.Service instance' s = self._services[service.name].classd...

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def construct_sign_and_send_raw_middleware(private_key_or_account): """Capture transactions sign and send as raw transactions Keyword arguments: private_key_or_account -- A single private key or a tuple, list or set of private keys. Keys can be any of the following formats: - An eth_account.Loca...

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def allow_headers(self, domain, headers, secure=True): """ Allows ``domain`` to push data via the HTTP headers named in ``headers``. As with ``allow_domain``, ``domain`` may be either a full domain name or a wildcard. Again, use of wildcards is discouraged for security r...

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def _PrintSessionsDetails(self, storage_reader): """Prints the details of the sessions. Args: storage_reader (BaseStore): storage. """ for session_number, session in enumerate(storage_reader.GetSessions()): session_identifier = uuid.UUID(hex=session.identifier) session_identifier = '{...

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def ceil_nearest(x, dx=1): """ ceil a number to within a given rounding accuracy """ precision = get_sig_digits(dx) return round(math.ceil(float(x) / dx) * dx, precision)

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30.833333

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def name_for_number(numobj, lang, script=None, region=None): """Returns a carrier name for the given PhoneNumber object, in the language provided. The carrier name is the one the number was originally allocated to, however if the country supports mobile number portability the number might not belon...

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def _data(self, copy=False): """ Get all data associated with the container as key value pairs. """ data = {} for key, obj in self.__dict__.items(): if isinstance(obj, (pd.Series, pd.DataFrame, pd.SparseSeries, pd.SparseDataFrame)): if copy: ...

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34.916667

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def start(self) -> None: """Starts the timer.""" # Looking up the IOLoop here allows to first instantiate the # PeriodicCallback in another thread, then start it using # IOLoop.add_callback(). self.io_loop = IOLoop.current() self._running = True self._next_timeout...

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def almost_eq(a, b, bits=32, tol=1, ignore_type=True, pad=0.): """ Almost equal, based on the amount of floating point significand bits. Alternative to "a == b" for float numbers and iterables with float numbers, and tests for sequence contents (i.e., an elementwise a == b, that also works with generators, n...

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39.787879

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def predict_proba(self, X, lengths=None): """Compute the posterior probability for each state in the model. X : array-like, shape (n_samples, n_features) Feature matrix of individual samples. lengths : array-like of integers, shape (n_sequences, ), optional Lengths of t...

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def get_file_size(filename): """ Get size of all files in gigabytes (Gb). :param str | collections.Iterable[str] filename: A space-separated string or list of space-separated strings of absolute file paths. :return float: size of file(s), in gigabytes. """ if filename is None: r...

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33.35

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def reciprocal(x, a, b, n): """ reciprocal function to the power n to fit convergence data """ if n < 1: n = 1 elif n > 5: n = 5 if isinstance(x, list): y_l = [] for x_v in x: y_l.append(a + b / x_v ** n) y = np.array(y_l) else: y =...

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20.8125

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def select_from_cluster(idx_key, idx_list, measure_vect): """ Select a single source from a cluster and make it the new cluster key Parameters ---------- idx_key : int index of the current key for a cluster idx_list : [int,...] list of the other source indices in the cluster measu...

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def get_map(name, map_type, number, reverse=False): """ Return a `BrewerMap` representation of the specified color map. Parameters ---------- name : str Name of color map. Use `print_maps` to see available color maps. map_type : {'Sequential', 'Diverging', 'Qualitative'} Select ...

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def numeric(_, n): """ NBASE = 1000 ndigits = total number of base-NBASE digits weight = base-NBASE weight of first digit sign = 0x0000 if positive, 0x4000 if negative, 0xC000 if nan dscale = decimal digits after decimal place """ try: nt = n.as_tuple() except AttributeError:...

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31.166667

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def get(self, repi, mag): """ :param repi: an array of epicentral distances in the range self.repi :param mag: a magnitude in the range self.mags :returns: an array of equivalent distances """ mag_idx = numpy.abs(mag - self.mags).argmin() dists = [] for di...

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39.083333

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def _get_principal(self, app: FlaskUnchained) -> Principal: """ Get an initialized instance of Flask Principal's. :class:~flask_principal.Principal`. """ principal = Principal(app, use_sessions=False) principal.identity_loader(self._identity_loader) return princip...

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39.375

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def create(self, body): """Creates a new connection. Args: body (dict): Attributes used to create the connection. Mandatory attributes are: 'name' and 'strategy'. See: https://auth0.com/docs/api/management/v2#!/Connections/post_connections """ ...

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36

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def find_eggs_in_zip(importer, path_item, only=False): """ Find eggs in zip files; possibly multiple nested eggs. """ if importer.archive.endswith('.whl'): # wheels are not supported with this finder # they don't have PKG-INFO metadata, and won't ever contain eggs return meta...

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42.6

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def parse_event(data, attendees=None, photos=None): """ Parse a ``MeetupEvent`` from the given response data. Returns ------- A ``pythonkc_meetups.types.MeetupEvent``. """ return MeetupEvent( id=data.get('id', None), name=data.get('name', None), description=data.get...

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33.791667

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def disconnect(self, callback): """ Disconnects a callback from this signal. :param callback: The callback to disconnect. :param weak: A flag that must have the same value than the one specified during the call to `connect`. .. warning:: If the callback ...

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32.894737

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def wrap(cls, socket, hostname, session=None): """ Takes an existing socket and adds TLS :param socket: A socket.socket object to wrap with TLS :param hostname: A unicode string of the hostname or IP the socket is connected to :param session: ...

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32.36

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def get_axis(self, undefined=np.zeros(3)): """Get the axis or vector about which the quaternion rotation occurs For a null rotation (a purely real quaternion), the rotation angle will always be `0`, but the rotation axis is undefined. It is by default assumed to be `[0, 0, 0]`. ...

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46.111111

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def get_vtt_files(inputfile): """Return a list of vtt files.""" vtts = [] for f in inputfile: filename = f.split('.') filename = '.'.join(filename[0:-1]) vtt = glob(filename + '*.vtt') if len(vtt) > 0: vtts.append({'vtt': vtt[0], 'video': f}) if len(vtts) ==...

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24.5

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def poisson(x, a, b, c, d=0): ''' Poisson function a -> height of the curve's peak b -> position of the center of the peak c -> standard deviation d -> offset ''' from scipy.misc import factorial #save startup time lamb = 1 X = (x/(2*c)).astype(int) return a * ((...

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def pad(self, esp): """ Add the correct amount of padding so that the data to encrypt is exactly a multiple of the algorithm's block size. Also, make sure that the total ESP packet length is a multiple of 4 bytes. @param esp: an unencrypted _ESPPlain packet ...

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35.205882

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