kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def dot2svg(dot): # type: (str) -> str """ Render Graphviz data to SVG """ svg = graphviz.Source(dot).pipe(format='svg').decode('utf8') # type: str # strip doctype and xml declaration svg = svg[svg.index('<svg'):] return svg	[ "def", "dot2svg", "(", "dot", ")", ":", "# type: (str) -> str", "svg", "=", "graphviz", ".", "Source", "(", "dot", ")", ".", "pipe", "(", "format", "=", "'svg'", ")", ".", "decode", "(", "'utf8'", ")", "# type: str", "# strip doctype and xml declaration", "s...	34.714286	15.714286
def getAllCols(self, sddsfile=None): """ get all available column names from sddsfile :param sddsfile: sdds file name, if not given, rollback to the one that from ``__init__()`` :return: all sdds data column names :rtype: list :Example: >>> dh = DataExtracter('test.out...	[ "def", "getAllCols", "(", "self", ",", "sddsfile", "=", "None", ")", ":", "if", "SDDS_", ":", "if", "sddsfile", "is", "not", "None", ":", "sddsobj", "=", "sdds", ".", "SDDS", "(", "2", ")", "sddsobj", ".", "load", "(", "sddsfile", ")", "else", ":",...	38.62963	18.888889
def validate_params(request): """Validate request params.""" if 'params' in request: correct_params = isinstance(request['params'], (list, dict)) error = 'Incorrect parameter values' assert correct_params, error	[ "def", "validate_params", "(", "request", ")", ":", "if", "'params'", "in", "request", ":", "correct_params", "=", "isinstance", "(", "request", "[", "'params'", "]", ",", "(", "list", ",", "dict", ")", ")", "error", "=", "'Incorrect parameter values'", "ass...	34	14.285714
def _handle_api_result(result: Optional[Dict[str, Any]]) -> Any: """ Retrieve 'data' field from the API result object. :param result: API result that received from HTTP API :return: the 'data' field in result object :raise ActionFailed: the 'status' field is 'failed' """ if isinstance(resul...	[ "def", "_handle_api_result", "(", "result", ":", "Optional", "[", "Dict", "[", "str", ",", "Any", "]", "]", ")", "->", "Any", ":", "if", "isinstance", "(", "result", ",", "dict", ")", ":", "if", "result", ".", "get", "(", "'status'", ")", "==", "'f...	38.25	12.916667
def start(self): ''' Turn on the master server components ''' self._pre_flight() log.info('salt-master is starting as user \'%s\'', salt.utils.user.get_user()) enable_sigusr1_handler() enable_sigusr2_handler() self.__set_max_open_files() # Reset...	[ "def", "start", "(", "self", ")", ":", "self", ".", "_pre_flight", "(", ")", "log", ".", "info", "(", "'salt-master is starting as user \\'%s\\''", ",", "salt", ".", "utils", ".", "user", ".", "get_user", "(", ")", ")", "enable_sigusr1_handler", "(", ")", ...	46.372093	24.55814
def highlightBlock(self, text): """Apply syntax highlighting to the given block of text. """ # Do other syntax formatting for expression, nth, format in self.rules: index = expression.indexIn(text, 0) while index >= 0: # We actually want t...	[ "def", "highlightBlock", "(", "self", ",", "text", ")", ":", "# Do other syntax formatting\r", "for", "expression", ",", "nth", ",", "format", "in", "self", ".", "rules", ":", "index", "=", "expression", ".", "indexIn", "(", "text", ",", "0", ")", "while",...	39.5	15.65
def write_gdf(gdf, fname): """ Fast line-by-line gdf-file write function Parameters ---------- gdf : numpy.ndarray Column 0 is gids, columns 1: are values. fname : str Path to gdf-file. Returns ------- None """ gdf_file = open(fname, '...	[ "def", "write_gdf", "(", "gdf", ",", "fname", ")", ":", "gdf_file", "=", "open", "(", "fname", ",", "'w'", ")", "for", "line", "in", "gdf", ":", "for", "i", "in", "np", ".", "arange", "(", "len", "(", "line", ")", ")", ":", "gdf_file", ".", "wr...	18.28	20.68
def onConnect(self, client, userdata, flags, rc): """! The callback for when the client receives a CONNACK response from the server. @param client @param userdata @param flags @param rc """ for sub in self.subsciption: (result, mid) = self.cli...	[ "def", "onConnect", "(", "self", ",", "client", ",", "userdata", ",", "flags", ",", "rc", ")", ":", "for", "sub", "in", "self", ".", "subsciption", ":", "(", "result", ",", "mid", ")", "=", "self", ".", "client", ".", "subscribe", "(", "sub", ")" ]	29.818182	17.363636
def __rubberband(y, sr, kwargs): '''Execute rubberband Parameters ---------- y : np.ndarray [shape=(n,) or (n, c)] Audio time series, either single or multichannel sr : int > 0 sampling rate of y kwargs keyword arguments to rubberband Returns ------- y...	[ "def", "__rubberband", "(", "y", ",", "sr", ",", "", "", "kwargs", ")", ":", "assert", "sr", ">", "0", "# Get the input and output tempfile", "fd", ",", "infile", "=", "tempfile", ".", "mkstemp", "(", "suffix", "=", "'.wav'", ")", "os", ".", "close", ...	23.84127	22.190476
def uint8_3(self, val1, val2, val3): """append a frame containing 3 uint8""" try: self.msg += [pack("BBB", val1, val2, val3)] except struct.error: raise ValueError("Expected uint8") return self	[ "def", "uint8_3", "(", "self", ",", "val1", ",", "val2", ",", "val3", ")", ":", "try", ":", "self", ".", "msg", "+=", "[", "pack", "(", "\"BBB\"", ",", "val1", ",", "val2", ",", "val3", ")", "]", "except", "struct", ".", "error", ":", "raise", ...	34.714286	12.285714
def add_suffix(filename, suffix): """ ADD suffix TO THE filename (NOT INCLUDING THE FILE EXTENSION) """ path = filename.split("/") parts = path[-1].split(".") i = max(len(parts) - 2, 0) parts[i] = parts[i] + suffix path[-1] = ".".join(parts) return...	[ "def", "add_suffix", "(", "filename", ",", "suffix", ")", ":", "path", "=", "filename", ".", "split", "(", "\"/\"", ")", "parts", "=", "path", "[", "-", "1", "]", ".", "split", "(", "\".\"", ")", "i", "=", "max", "(", "len", "(", "parts", ")", ...	32.6	7.4
def SetFillStyle(self, style): """ style may be any fill style understood by ROOT or matplotlib. For full documentation of accepted style arguments, see :class:`rootpy.plotting.style.FillStyle`. """ self._fillstyle = FillStyle(style) if isinstance(self, ROOT....	[ "def", "SetFillStyle", "(", "self", ",", "style", ")", ":", "self", ".", "_fillstyle", "=", "FillStyle", "(", "style", ")", "if", "isinstance", "(", "self", ",", "ROOT", ".", "TAttFill", ")", ":", "ROOT", ".", "TAttFill", ".", "SetFillStyle", "(", "sel...	39.1	14.9
def get_user_pubkeys(users): ''' Retrieve a set of public keys from GitHub for the specified list of users. Expects input in list format. Optionally, a value in the list may be a dict whose value is a list of key IDs to be returned. If this is not done, then all keys will be returned. Some exam...	[ "def", "get_user_pubkeys", "(", "users", ")", ":", "if", "not", "isinstance", "(", "users", ",", "list", ")", ":", "return", "{", "'Error'", ":", "'A list of users is expected'", "}", "ret", "=", "{", "}", "for", "user", "in", "users", ":", "key_ids", "=...	26.423077	23.038462
def update_product(product_id, kwargs): """ Update a Product with new information """ content = update_product_raw(product_id, kwargs) if content: return utils.format_json(content)	[ "def", "update_product", "(", "product_id", ",", "", "", "kwargs", ")", ":", "content", "=", "update_product_raw", "(", "product_id", ",", "", "", "kwargs", ")", "if", "content", ":", "return", "utils", ".", "format_json", "(", "content", ")" ]	29.428571	6
def get_service_reference(self, clazz, ldap_filter=None): # type: (Optional[str], Optional[str]) -> Optional[ServiceReference] """ Returns a ServiceReference object for a service that implements and was registered under the specified class :param clazz: The class name with which...	[ "def", "get_service_reference", "(", "self", ",", "clazz", ",", "ldap_filter", "=", "None", ")", ":", "# type: (Optional[str], Optional[str]) -> Optional[ServiceReference]", "result", "=", "self", ".", "__framework", ".", "find_service_references", "(", "clazz", ",", "l...	38.647059	19.352941
def getdarkcurrent(self,extver): """ Return the dark current for the ACS detector. This value will be contained within an instrument specific keyword. The value in the image header will be converted to units of electrons. Returns ------- darkcurrent: flo...	[ "def", "getdarkcurrent", "(", "self", ",", "extver", ")", ":", "darkcurrent", "=", "0.", "try", ":", "darkcurrent", "=", "self", ".", "_image", "[", "self", ".", "scienceExt", ",", "extver", "]", ".", "header", "[", "'MEANDARK'", "]", "except", ":", "s...	43.16129	24.580645
def invoke(client, method, kwargs): """Invoke a method on the underlying soap service.""" try: # Proxy the method to the suds service result = getattr(client.service, method)(kwargs) except AttributeError: logger.critical("Unknown method: %s", method) raise except URL...	[ "def", "invoke", "(", "client", ",", "method", ",", "", "", "kwargs", ")", ":", "try", ":", "# Proxy the method to the suds service", "result", "=", "getattr", "(", "client", ".", "service", ",", "method", ")", "(", "", "", "kwargs", ")", "except", "...	36.916667	16.722222
def _pelita_member_filter(parent_name, item_names): """ Filter a list of autodoc items for which to generate documentation. Include only imports that come from the documented module or its submodules. """ filtered_names = [] if parent_name not in sys.modules: return item_names ...	[ "def", "_pelita_member_filter", "(", "parent_name", ",", "item_names", ")", ":", "filtered_names", "=", "[", "]", "if", "parent_name", "not", "in", "sys", ".", "modules", ":", "return", "item_names", "module", "=", "sys", ".", "modules", "[", "parent_name", ...	28.181818	20.727273
def slice_sequence(self,start,end,directionless=False): """Slice the mapping by the position in the sequence First coordinate is 0-indexed start Second coordinate is 1-indexed finish """ if end > self.length: end = self.length if start < 0: start = 0 if not directionless and s...	[ "def", "slice_sequence", "(", "self", ",", "start", ",", "end", ",", "directionless", "=", "False", ")", ":", "if", "end", ">", "self", ".", "length", ":", "end", "=", "self", ".", "length", "if", "start", "<", "0", ":", "start", "=", "0", "if", ...	27.194444	14.611111
def _collect_variable_renaming( cls, expression: Expression, position: List[int]=None, variables: Dict[str, str]=None ) -> Dict[str, str]: """Return renaming for the variables in the expression. The variable names are generated according to the position of the variable in the expression...	[ "def", "_collect_variable_renaming", "(", "cls", ",", "expression", ":", "Expression", ",", "position", ":", "List", "[", "int", "]", "=", "None", ",", "variables", ":", "Dict", "[", "str", ",", "str", "]", "=", "None", ")", "->", "Dict", "[", "str", ...	47.814815	24.185185
def clean_whitespace(self, tree): """ Cleans up whitespace around block open and close tags if they are the only thing on the line :param tree: The AST - will be modified in place """ pointer = 0 end = len(tree) while pointer < end: ...	[ "def", "clean_whitespace", "(", "self", ",", "tree", ")", ":", "pointer", "=", "0", "end", "=", "len", "(", "tree", ")", "while", "pointer", "<", "end", ":", "piece", "=", "tree", "[", "pointer", "]", "if", "piece", "[", "0", "]", "==", "'block'", ...	43.95	19.25
def show_nontab_menu(self, event): """Show the context menu assigned to nontabs section.""" menu = self.main.createPopupMenu() menu.exec_(self.dock_tabbar.mapToGlobal(event.pos()))	[ "def", "show_nontab_menu", "(", "self", ",", "event", ")", ":", "menu", "=", "self", ".", "main", ".", "createPopupMenu", "(", ")", "menu", ".", "exec_", "(", "self", ".", "dock_tabbar", ".", "mapToGlobal", "(", "event", ".", "pos", "(", ")", ")", ")...	50.25	7.25
def plot_drawdown_periods(returns, top=10, ax=None, **kwargs): """ Plots cumulative returns highlighting top drawdown periods. Parameters ---------- returns : pd.Series Daily returns of the strategy, noncumulative. - See full explanation in tears.create_full_tear_sheet. top : i...	[ "def", "plot_drawdown_periods", "(", "returns", ",", "top", "=", "10", ",", "ax", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "ax", "is", "None", ":", "ax", "=", "plt", ".", "gca", "(", ")", "y_axis_formatter", "=", "FuncFormatter", "(", ...	31.078431	17.431373
def invoked(self, ctx): """ Guacamole method used by the command ingredient. :param ctx: The guacamole context object. Context provides access to all features of guacamole. The argparse ingredient adds the ``args`` attribute to it. That attribute contains the...	[ "def", "invoked", "(", "self", ",", "ctx", ")", ":", "print", "(", "\"{} + {} = {}\"", ".", "format", "(", "ctx", ".", "args", ".", "x", ",", "ctx", ".", "args", ".", "y", ",", "ctx", ".", "args", ".", "x", "+", "ctx", ".", "args", ".", "y", ...	37.941176	18.647059
def getItems(self, sort=False, reverse=False, selector=None): """ #TODO: docstring """ selector = (lambda fgi: fgi.isValid) if selector is None else selector _container = {'_': self.container} return _getItems(_container, '_', sort, reverse, selector)	[ "def", "getItems", "(", "self", ",", "sort", "=", "False", ",", "reverse", "=", "False", ",", "selector", "=", "None", ")", ":", "selector", "=", "(", "lambda", "fgi", ":", "fgi", ".", "isValid", ")", "if", "selector", "is", "None", "else", "selector...	47.833333	14.666667
def predict(self, times): """ Predict the {0} at certain point in time. Uses a linear interpolation if points in time are not in the index. Parameters ---------- times: a scalar or an array of times to predict the value of {0} at. Returns ------- ...	[ "def", "predict", "(", "self", ",", "times", ")", ":", "if", "callable", "(", "self", ".", "_estimation_method", ")", ":", "return", "pd", ".", "DataFrame", "(", "self", ".", "_estimation_method", "(", "_to_array", "(", "times", ")", ")", ",", "index", ...	42.555556	26.777778
def extend_safe(target, source): """ Extends source list to target list only if elements doesn't exists in target list. :param target: :type target: list :param source: :type source: list """ for elt in source: if elt not in target: target.append(elt)	[ "def", "extend_safe", "(", "target", ",", "source", ")", ":", "for", "elt", "in", "source", ":", "if", "elt", "not", "in", "target", ":", "target", ".", "append", "(", "elt", ")" ]	26.636364	15.727273
def set_dhw_on(self, until=None): """Sets the DHW on until a given time, or permanently.""" if until is None: data = {"Mode": "PermanentOverride", "State": "On", "UntilTime": None} else: data = {"Mode": "TemporaryOverride", ...	[ "def", "set_dhw_on", "(", "self", ",", "until", "=", "None", ")", ":", "if", "until", "is", "None", ":", "data", "=", "{", "\"Mode\"", ":", "\"PermanentOverride\"", ",", "\"State\"", ":", "\"On\"", ",", "\"UntilTime\"", ":", "None", "}", "else", ":", "...	36.25	13.5
def default_facets_factory(search, index): """Add a default facets to query. :param search: Basic search object. :param index: Index name. :returns: A tuple containing the new search object and a dictionary with all fields and values used. """ urlkwargs = MultiDict() facets = curre...	[ "def", "default_facets_factory", "(", "search", ",", "index", ")", ":", "urlkwargs", "=", "MultiDict", "(", ")", "facets", "=", "current_app", ".", "config", "[", "'RECORDS_REST_FACETS'", "]", ".", "get", "(", "index", ")", "if", "facets", "is", "not", "No...	29.72	19
def contains_list(longer, shorter): """Check if longer list starts with shorter list""" if len(longer) <= len(shorter): return False for a, b in zip(shorter, longer): if a != b: return False return True	[ "def", "contains_list", "(", "longer", ",", "shorter", ")", ":", "if", "len", "(", "longer", ")", "<=", "len", "(", "shorter", ")", ":", "return", "False", "for", "a", ",", "b", "in", "zip", "(", "shorter", ",", "longer", ")", ":", "if", "a", "!=...	29.875	12
def add_labels_to_pr(repo: GithubRepository, pull_id: int, *labels: str, override_token: str = None) -> None: """ References: https://developer.github.com/v3/issues/labels/#add-labels-to-an-issue """ url = ("https://api.github.com/re...	[ "def", "add_labels_to_pr", "(", "repo", ":", "GithubRepository", ",", "pull_id", ":", "int", ",", "*", "labels", ":", "str", ",", "override_token", ":", "str", "=", "None", ")", "->", "None", ":", "url", "=", "(", "\"https://api.github.com/repos/{}/{}/issues/{...	41.736842	15.210526
async def sync_all_new_events(self, sync_all_new_events_request): """List all events occurring at or after a timestamp.""" response = hangouts_pb2.SyncAllNewEventsResponse() await self._pb_request('conversations/syncallnewevents', sync_all_new_events_request, respo...	[ "async", "def", "sync_all_new_events", "(", "self", ",", "sync_all_new_events_request", ")", ":", "response", "=", "hangouts_pb2", ".", "SyncAllNewEventsResponse", "(", ")", "await", "self", ".", "_pb_request", "(", "'conversations/syncallnewevents'", ",", "sync_all_new...	57.166667	18.833333
def load_yaml_config(self, conf): """Load a YAML configuration file and recursively update the overall configuration.""" with open(conf) as fd: self.config = recursive_dict_update(self.config, yaml.load(fd, Loader=UnsafeLoader))	[ "def", "load_yaml_config", "(", "self", ",", "conf", ")", ":", "with", "open", "(", "conf", ")", "as", "fd", ":", "self", ".", "config", "=", "recursive_dict_update", "(", "self", ".", "config", ",", "yaml", ".", "load", "(", "fd", ",", "Loader", "="...	63.25	18.25
def first_items(self, index): """Meant to reproduce the results of the following grouper = pandas.Grouper(...) first_items = pd.Series(np.arange(len(index)), index).groupby(grouper).first() with index being a CFTimeIndex instead of a DatetimeIndex. ...	[ "def", "first_items", "(", "self", ",", "index", ")", ":", "datetime_bins", ",", "labels", "=", "_get_time_bins", "(", "index", ",", "self", ".", "freq", ",", "self", ".", "closed", ",", "self", ".", "label", ",", "self", ".", "base", ")", "if", "sel...	39.645161	18.774194
def get(self, args, *kwargs): """Handle reading of the model :param args: :param kwargs: """ # Create the model and fetch its data self.model = self.get_model(kwargs.get('id')) result = yield self.model.fetch() # If model is not found, return 404 ...	[ "def", "get", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "# Create the model and fetch its data", "self", ".", "model", "=", "self", ".", "get_model", "(", "kwargs", ".", "get", "(", "'id'", ")", ")", "result", "=", "yield", "sel...	27.461538	15.115385
def copy_and_disconnect_tree(root, machine): """Copy a RoutingTree (containing nothing but RoutingTrees), disconnecting nodes which are not connected in the machine. Note that if a dead chip is part of the input RoutingTree, no corresponding node will be included in the copy. The assumption behind this...	[ "def", "copy_and_disconnect_tree", "(", "root", ",", "machine", ")", ":", "new_root", "=", "None", "# Lookup for copied routing tree {(x, y): RoutingTree, ...}", "new_lookup", "=", "{", "}", "# List of missing connections in the copied routing tree [(new_parent,", "# new_child), .....	41.578947	21.881579
def update_distribution( name, config, tags=None, region=None, key=None, keyid=None, profile=None, ): ''' Update the config (and optionally tags) for the CloudFront distribution with the given name. name Name of the CloudFront distribution config Configurati...	[ "def", "update_distribution", "(", "name", ",", "config", ",", "tags", "=", "None", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ",", ")", ":", "### FIXME - BUG. This function can NEVER work as...	27.311321	21.613208
def _BuildFindSpecsFromFileSourcePath( self, source_path, path_separator, environment_variables, user_accounts): """Builds find specifications from a file source type. Args: source_path (str): file system path defined by the source. path_separator (str): file system path segment separator. ...	[ "def", "_BuildFindSpecsFromFileSourcePath", "(", "self", ",", "source_path", ",", "path_separator", ",", "environment_variables", ",", "user_accounts", ")", ":", "find_specs", "=", "[", "]", "for", "path_glob", "in", "path_helper", ".", "PathHelper", ".", "ExpandRec...	36.639344	22.262295
def init(self, ctxt, step_addr): """ Initialize the item. This calls the class constructor with the appropriate arguments and returns the initialized object. :param ctxt: The context object. :param step_addr: The address of the step in the test configu...	[ "def", "init", "(", "self", ",", "ctxt", ",", "step_addr", ")", ":", "return", "self", ".", "cls", "(", "ctxt", ",", "self", ".", "name", ",", "self", ".", "conf", ",", "step_addr", ")" ]	35.727273	17
def first_order_markov_process(t, variance, time_scale, rseed=None): """ Generates a correlated noise vector using a multivariate normal random number generator with zero mean and covariance Sigma_ij = s^2 exp(-\|t_i - t_j\|/l), where s is the variance and l is the time scale. The P...	[ "def", "first_order_markov_process", "(", "t", ",", "variance", ",", "time_scale", ",", "rseed", "=", "None", ")", ":", "if", "variance", "<", "0.0", ":", "raise", "ValueError", "(", "\"Variance must be positive\"", ")", "if", "time_scale", "<", "0.0", ":", ...	30.428571	20.183673
def _solution_factory(self, basis_kwargs, coefs_array, nodes, problem, result): """ Construct a representation of the solution to the boundary value problem. Parameters ---------- basis_kwargs : dict(str : ) coefs_array : numpy.ndarray problem : TwoPointBVPLike ...	[ "def", "_solution_factory", "(", "self", ",", "basis_kwargs", ",", "coefs_array", ",", "nodes", ",", "problem", ",", "result", ")", ":", "soln_coefs", "=", "self", ".", "_array_to_list", "(", "coefs_array", ",", "problem", ".", "number_odes", ")", "soln_derivs...	40.88	24.48
def perform_command(self): """ Perform command and return the appropriate exit code. :rtype: int """ if len(self.actual_arguments) < 1: return self.print_help() audio_file_path = self.actual_arguments[0] if not self.check_input_file(audio_file_path):...	[ "def", "perform_command", "(", "self", ")", ":", "if", "len", "(", "self", ".", "actual_arguments", ")", "<", "1", ":", "return", "self", ".", "print_help", "(", ")", "audio_file_path", "=", "self", ".", "actual_arguments", "[", "0", "]", "if", "not", ...	43.333333	23.333333
def get_log(self): """Gets the ``Log`` at this node. return: (osid.logging.Log) - the log represented by this node compliance: mandatory -- This method must be implemented. """ if self._lookup_session is None: mgr = get_provider_manager('LOGGING', runtime=self._ru...	[ "def", "get_log", "(", "self", ")", ":", "if", "self", ".", "_lookup_session", "is", "None", ":", "mgr", "=", "get_provider_manager", "(", "'LOGGING'", ",", "runtime", "=", "self", ".", "_runtime", ",", "proxy", "=", "self", ".", "_proxy", ")", "self", ...	45.636364	26.727273
def find(self, pkg, flag): """Start to find packages and print """ print("\nPackages with name matching [ {0}{1}{2} ]\n".format( self.cyan, ", ".join(pkg), self.endc)) Msg().template(78) print("\| {0} {1}{2}{3}".format("Repository", "Package", " " * 54, ...	[ "def", "find", "(", "self", ",", "pkg", ",", "flag", ")", ":", "print", "(", "\"\\nPackages with name matching [ {0}{1}{2} ]\\n\"", ".", "format", "(", "self", ".", "cyan", ",", "\", \"", ".", "join", "(", "pkg", ")", ",", "self", ".", "endc", ")", ")", ...	46.944444	13.166667
def validate(self, tracking_number): "Return True if this is a valid USPS tracking number." tracking_num = tracking_number[:-1].replace(' ', '') odd_total = 0 even_total = 0 for ii, digit in enumerate(tracking_num): if ii % 2: odd_total += int(digit) ...	[ "def", "validate", "(", "self", ",", "tracking_number", ")", ":", "tracking_num", "=", "tracking_number", "[", ":", "-", "1", "]", ".", "replace", "(", "' '", ",", "''", ")", "odd_total", "=", "0", "even_total", "=", "0", "for", "ii", ",", "digit", "...	39.923077	12.692308
def standard_reader_routine(reader, filename, attrs=None): """Use a given reader from the ``READERS`` mapping in the common VTK reading pipeline routine. Parameters ---------- reader : vtkReader Any instantiated VTK reader class filename : str The string filename to the data fi...	[ "def", "standard_reader_routine", "(", "reader", ",", "filename", ",", "attrs", "=", "None", ")", ":", "if", "attrs", "is", "None", ":", "attrs", "=", "{", "}", "if", "not", "isinstance", "(", "attrs", ",", "dict", ")", ":", "raise", "TypeError", "(", ...	32.885714	19.428571
def _inherit_data(self): """ Inherits the data from the parent. """ LOG.debug("'%s' inheriting data from '%s'" % (self.get_name(), self.parent.get_name()), extra=dict(data=self.parent.data)) self.set_data(**s...	[ "def", "_inherit_data", "(", "self", ")", ":", "LOG", ".", "debug", "(", "\"'%s' inheriting data from '%s'\"", "%", "(", "self", ".", "get_name", "(", ")", ",", "self", ".", "parent", ".", "get_name", "(", ")", ")", ",", "extra", "=", "dict", "(", "dat...	41.125	12.375
def get_max_runs(x) -> np.array: """ Given a list of numbers, return a NumPy array of pairs (start index, end index + 1) of the runs of max value. Example:: >>> get_max_runs([7, 1, 2, 7, 7, 1, 2]) array([[0, 1], [3, 5]]) Assume x is not empty. Recipe comes from ...	[ "def", "get_max_runs", "(", "x", ")", "->", "np", ".", "array", ":", "# Get 0-1 array where 1 marks the max values of x", "x", "=", "np", ".", "array", "(", "x", ")", "m", "=", "np", ".", "max", "(", "x", ")", "y", "=", "(", "x", "==", "m", ")", "*...	31.884615	17.884615
def _reliure_worker(wnum, Qin, Qout, pipeline, options={}): """ a worker used by :func:`run_parallel` """ #pipeline = get_pipeline() logger = logging.getLogger("reliure.run_parallel.worker#%s" % wnum) logger.debug("worker created") if options is None: options = {} while True: ...	[ "def", "_reliure_worker", "(", "wnum", ",", "Qin", ",", "Qout", ",", "pipeline", ",", "options", "=", "{", "}", ")", ":", "#pipeline = get_pipeline()", "logger", "=", "logging", ".", "getLogger", "(", "\"reliure.run_parallel.worker#%s\"", "%", "wnum", ")", "lo...	40.8	17.866667
def _download_rtd_zip(rtd_version=None, **kwargs): """ Download and extract HTML ZIP from RTD to installed doc data path. Download is skipped if content already exists. Parameters ---------- rtd_version : str or `None` RTD version to download; e.g., "latest", "stable", or "v2.6.0". ...	[ "def", "_download_rtd_zip", "(", "rtd_version", "=", "None", ",", "", "", "kwargs", ")", ":", "# https://github.com/ejeschke/ginga/pull/451#issuecomment-298403134", "if", "not", "toolkit", ".", "family", ".", "startswith", "(", "'qt'", ")", ":", "raise", "ValueErr...	34.016393	21.229508
def concat(*cols): """ Concatenates multiple input columns together into a single column. The function works with strings, binary and compatible array columns. >>> df = spark.createDataFrame([('abcd','123')], ['s', 'd']) >>> df.select(concat(df.s, df.d).alias('s')).collect() [Row(s=u'abcd123')]...	[ "def", "concat", "(", "*", "cols", ")", ":", "sc", "=", "SparkContext", ".", "_active_spark_context", "return", "Column", "(", "sc", ".", "_jvm", ".", "functions", ".", "concat", "(", "_to_seq", "(", "sc", ",", "cols", ",", "_to_java_column", ")", ")", ...	43.333333	23.6
def sina_download_by_vkey(vkey, title=None, output_dir='.', merge=True, info_only=False): """Downloads a Sina video by its unique vkey. http://video.sina.com/ """ url = 'http://video.sina.com/v/flvideo/%s_0.flv' % vkey type, ext, size = url_info(url) print_info(site_info, title, 'flv', size) ...	[ "def", "sina_download_by_vkey", "(", "vkey", ",", "title", "=", "None", ",", "output_dir", "=", "'.'", ",", "merge", "=", "True", ",", "info_only", "=", "False", ")", ":", "url", "=", "'http://video.sina.com/v/flvideo/%s_0.flv'", "%", "vkey", "type", ",", "e...	38.090909	21.727273
def user_list(self, userid, cur_p=''): ''' List the entities of the user. ''' current_page_number = int(cur_p) if cur_p else 1 current_page_number = 1 if current_page_number < 1 else current_page_number kwd = { 'current_page': current_page_number } ...	[ "def", "user_list", "(", "self", ",", "userid", ",", "cur_p", "=", "''", ")", ":", "current_page_number", "=", "int", "(", "cur_p", ")", "if", "cur_p", "else", "1", "current_page_number", "=", "1", "if", "current_page_number", "<", "1", "else", "current_pa...	34.277778	23.277778
def pluralize(singular): """Convert singular word to its plural form. Args: singular: A word in its singular form. Returns: The word in its plural form. """ if singular in UNCOUNTABLES: return singular for i in IRREGULAR: if i[0] == singular: return ...	[ "def", "pluralize", "(", "singular", ")", ":", "if", "singular", "in", "UNCOUNTABLES", ":", "return", "singular", "for", "i", "in", "IRREGULAR", ":", "if", "i", "[", "0", "]", "==", "singular", ":", "return", "i", "[", "1", "]", "for", "i", "in", "...	25.117647	14.941176
def format_number(col, d): """ Formats the number X to a format like '#,--#,--#.--', rounded to d decimal places with HALF_EVEN round mode, and returns the result as a string. :param col: the column name of the numeric value to be formatted :param d: the N decimal places >>> spark.createDataFr...	[ "def", "format_number", "(", "col", ",", "d", ")", ":", "sc", "=", "SparkContext", ".", "_active_spark_context", "return", "Column", "(", "sc", ".", "_jvm", ".", "functions", ".", "format_number", "(", "_to_java_column", "(", "col", ")", ",", "d", ")", "...	40.615385	23.846154
def get_tags(self, rev=None): """ Return the tags for the current revision as a set """ rev = rev or 'HEAD' return set(self._invoke('tag', '--points-at', rev).splitlines())	[ "def", "get_tags", "(", "self", ",", "rev", "=", "None", ")", ":", "rev", "=", "rev", "or", "'HEAD'", "return", "set", "(", "self", ".", "_invoke", "(", "'tag'", ",", "'--points-at'", ",", "rev", ")", ".", "splitlines", "(", ")", ")" ]	29.5	11.166667
def get_platform_by_name(self, name, for_target=None): """Finds the platform with the given name. If the name is empty or None, returns the default platform. If not platform with the given name is defined, raises an error. :param str name: name of the platform. :param JvmTarget for_target: optional...	[ "def", "get_platform_by_name", "(", "self", ",", "name", ",", "for_target", "=", "None", ")", ":", "if", "not", "name", ":", "return", "self", ".", "default_platform", "if", "name", "not", "in", "self", ".", "platforms_by_name", ":", "raise", "self", ".", ...	43.5625	15.625
def RoundToSeconds(cls, timestamp): """Takes a timestamp value and rounds it to a second precision.""" leftovers = timestamp % definitions.MICROSECONDS_PER_SECOND scrubbed = timestamp - leftovers rounded = round(float(leftovers) / definitions.MICROSECONDS_PER_SECOND) return int(scrubbed + rounded *...	[ "def", "RoundToSeconds", "(", "cls", ",", "timestamp", ")", ":", "leftovers", "=", "timestamp", "%", "definitions", ".", "MICROSECONDS_PER_SECOND", "scrubbed", "=", "timestamp", "-", "leftovers", "rounded", "=", "round", "(", "float", "(", "leftovers", ")", "/...	50.142857	19.857143
def heightmap_add_hill( hm: np.ndarray, x: float, y: float, radius: float, height: float ) -> None: """Add a hill (a half spheroid) at given position. If height == radius or -radius, the hill is a half-sphere. Args: hm (numpy.ndarray): A numpy.ndarray formatted for heightmap functions. ...	[ "def", "heightmap_add_hill", "(", "hm", ":", "np", ".", "ndarray", ",", "x", ":", "float", ",", "y", ":", "float", ",", "radius", ":", "float", ",", "height", ":", "float", ")", "->", "None", ":", "lib", ".", "TCOD_heightmap_add_hill", "(", "_heightmap...	41.533333	23.866667
def on_connect(self, client, userdata, flags, result_code): """ Callback when the MQTT client is connected. :param client: the client being connected. :param userdata: unused. :param flags: unused. :param result_code: result code. """ self.log_info("Connected wit...	[ "def", "on_connect", "(", "self", ",", "client", ",", "userdata", ",", "flags", ",", "result_code", ")", ":", "self", ".", "log_info", "(", "\"Connected with result code {}\"", ".", "format", "(", "result_code", ")", ")", "self", ".", "state_handler", ".", "...	40.1	13.3
def on_task_status(self, task): """Ignore not processing error in interactive mode""" if not self.interactive: super(OneScheduler, self).on_task_status(task) try: procesok = task['track']['process']['ok'] except KeyError as e: logger.error("Bad status...	[ "def", "on_task_status", "(", "self", ",", "task", ")", ":", "if", "not", "self", ".", "interactive", ":", "super", "(", "OneScheduler", ",", "self", ")", ".", "on_task_status", "(", "task", ")", "try", ":", "procesok", "=", "task", "[", "'track'", "]"...	41.347826	19.73913
def hideEvent(self, event): """ Sets the visible state for this widget. If it is the first time this widget will be visible, the initialized signal will be emitted. :param state \| <bool> """ super(XView, self).hideEvent(event) # record the ...	[ "def", "hideEvent", "(", "self", ",", "event", ")", ":", "super", "(", "XView", ",", "self", ")", ".", "hideEvent", "(", "event", ")", "# record the visible state for this widget to be separate of Qt's", "# system to know if this view WILL be visible or not once the ", "# s...	40.722222	17.722222
def validateInt(value, blank=False, strip=None, allowlistRegexes=None, blocklistRegexes=None, min=None, max=None, lessThan=None, greaterThan=None, excMsg=None): """Raises ValidationException if value is not a int. Returns value, so it can be used inline in an expression: print(2 + vali...	[ "def", "validateInt", "(", "value", ",", "blank", "=", "False", ",", "strip", "=", "None", ",", "allowlistRegexes", "=", "None", ",", "blocklistRegexes", "=", "None", ",", "min", "=", "None", ",", "max", "=", "None", ",", "lessThan", "=", "None", ",", ...	60.783784	38.486486
def get_identity(self, subject_id, entities=None, check_not_on_or_after=True): """ Get all the identity information that has been received and are still valid about the subject. :param subject_id: The identifier of the subject :param entities: The identifiers of the...	[ "def", "get_identity", "(", "self", ",", "subject_id", ",", "entities", "=", "None", ",", "check_not_on_or_after", "=", "True", ")", ":", "res", "=", "{", "}", "oldees", "=", "[", "]", "if", "not", "entities", ":", "for", "item", "in", "self", ".", "...	39.288889	16.666667
def loss(loss_value): """Calculates aggregated mean loss.""" total_loss = tf.Variable(0.0, False) loss_count = tf.Variable(0, False) total_loss_update = tf.assign_add(total_loss, loss_value) loss_count_update = tf.assign_add(loss_count, 1) loss_op = total_loss / tf.cast(loss_count, tf.float32) return [tot...	[ "def", "loss", "(", "loss_value", ")", ":", "total_loss", "=", "tf", ".", "Variable", "(", "0.0", ",", "False", ")", "loss_count", "=", "tf", ".", "Variable", "(", "0", ",", "False", ")", "total_loss_update", "=", "tf", ".", "assign_add", "(", "total_l...	44.5	10.75
def _array2cstr(arr): """ Serializes a numpy array to a compressed base64 string """ out = StringIO() np.save(out, arr) return b64encode(out.getvalue())	[ "def", "_array2cstr", "(", "arr", ")", ":", "out", "=", "StringIO", "(", ")", "np", ".", "save", "(", "out", ",", "arr", ")", "return", "b64encode", "(", "out", ".", "getvalue", "(", ")", ")" ]	32.8	12.4
def close(self): """Closes the serial port.""" if self.pyb and self.pyb.serial: self.pyb.serial.close() self.pyb = None	[ "def", "close", "(", "self", ")", ":", "if", "self", ".", "pyb", "and", "self", ".", "pyb", ".", "serial", ":", "self", ".", "pyb", ".", "serial", ".", "close", "(", ")", "self", ".", "pyb", "=", "None" ]	30.2	9.2
def copy_dependency_images(tile): """Copy all documentation from dependencies into build/output/doc folder""" env = Environment(tools=[]) outputbase = os.path.join('build', 'output') depbase = os.path.join('build', 'deps') for dep in tile.dependencies: depdir = os.path.join(depbase, dep['u...	[ "def", "copy_dependency_images", "(", "tile", ")", ":", "env", "=", "Environment", "(", "tools", "=", "[", "]", ")", "outputbase", "=", "os", ".", "path", ".", "join", "(", "'build'", ",", "'output'", ")", "depbase", "=", "os", ".", "path", ".", "joi...	38.222222	17.277778
def transform(self, X, y=None, copy=None): """ Perform standardization by centering and scaling using the parameters. :param X: Data matrix to scale. :type X: numpy.ndarray, shape [n_samples, n_features] :param y: Passthrough for scikit-learn ``Pipeline`` compatibility. ...	[ "def", "transform", "(", "self", ",", "X", ",", "y", "=", "None", ",", "copy", "=", "None", ")", ":", "check_is_fitted", "(", "self", ",", "'scale_'", ")", "copy", "=", "copy", "if", "copy", "is", "not", "None", "else", "self", ".", "copy", "X", ...	38.03125	18.46875
def export(self): """ Make the actual request to the Import API (exporting is part of the Import API) to export a map visualization as a .carto file :return: A URL pointing to the .carto file :rtype: str :raise: CartoException .. warning:: Non-public API. It ma...	[ "def", "export", "(", "self", ")", ":", "export_job", "=", "ExportJob", "(", "self", ".", "client", ",", "self", ".", "get_id", "(", ")", ")", "export_job", ".", "run", "(", ")", "export_job", ".", "refresh", "(", ")", "count", "=", "0", "while", "...	38.921053	26.868421
def random_numbers(n): """ Generate a random string from 0-9 :param n: length of the string :return: the random string """ return ''.join(random.SystemRandom().choice(string.digits) for _ in range(n))	[ "def", "random_numbers", "(", "n", ")", ":", "return", "''", ".", "join", "(", "random", ".", "SystemRandom", "(", ")", ".", "choice", "(", "string", ".", "digits", ")", "for", "_", "in", "range", "(", "n", ")", ")" ]	31.142857	11.142857
def _compute_and_transfer_to_final_run(self, process_name, start_timeperiod, end_timeperiod, job_record): """ method computes new unit_of_work and transfers the job to STATE_FINAL_RUN it also shares _fuzzy_ DuplicateKeyError logic from _compute_and_transfer_to_progress method""" source_collectio...	[ "def", "_compute_and_transfer_to_final_run", "(", "self", ",", "process_name", ",", "start_timeperiod", ",", "end_timeperiod", ",", "job_record", ")", ":", "source_collection_name", "=", "context", ".", "process_context", "[", "process_name", "]", ".", "source", "star...	73.454545	32.909091
def start(self): """Open sockets to the server and start threads""" if not self.writeThread.isAlive() and not self.readThread.isAlive(): self.client = socket.socket(socket.AF_INET, socket.SOCK_STREAM) self.client.connect(self.ADDR) self.running = True self...	[ "def", "start", "(", "self", ")", ":", "if", "not", "self", ".", "writeThread", ".", "isAlive", "(", ")", "and", "not", "self", ".", "readThread", ".", "isAlive", "(", ")", ":", "self", ".", "client", "=", "socket", ".", "socket", "(", "socket", "....	46.125	14.375
def get_file_array(self, start, end): """Return a list of filenames between and including start and end. Parameters ---------- start: array_like or single string filenames for start of returned filelist stop: array_like or single string ...	[ "def", "get_file_array", "(", "self", ",", "start", ",", "end", ")", ":", "if", "hasattr", "(", "start", ",", "'__iter__'", ")", "&", "hasattr", "(", "end", ",", "'__iter__'", ")", ":", "files", "=", "[", "]", "for", "(", "sta", ",", "stp", ")", ...	37.433333	15.466667
def set_index(self, index): """Set or reset the index. Parameters ---------- index : string or pair of strings, optional Names of columns to use for positional index, e.g., 'POS' if table contains a 'POS' column and records from a single chromosome/co...	[ "def", "set_index", "(", "self", ",", "index", ")", ":", "if", "index", "is", "None", ":", "pass", "elif", "isinstance", "(", "index", ",", "str", ")", ":", "index", "=", "SortedIndex", "(", "self", "[", "index", "]", ",", "copy", "=", "False", ")"...	39.956522	20.695652
def _get_html_response(url, session): # type: (str, PipSession) -> Response """Access an HTML page with GET, and return the response. This consists of three parts: 1. If the URL looks suspiciously like an archive, send a HEAD first to check the Content-Type is HTML, to avoid downloading a large...	[ "def", "_get_html_response", "(", "url", ",", "session", ")", ":", "# type: (str, PipSession) -> Response", "if", "_is_url_like_archive", "(", "url", ")", ":", "_ensure_html_response", "(", "url", ",", "session", "=", "session", ")", "logger", ".", "debug", "(", ...	42.387755	21.693878
def _propagate_down(self, handle, target_id): """ For DEL_ROUTE, we additionally want to broadcast the message to any stream that has ever communicated with the disconnecting ID, so core.py's :meth:`mitogen.core.Router._on_del_route` can turn the message into a disconnect event. ...	[ "def", "_propagate_down", "(", "self", ",", "handle", ",", "target_id", ")", ":", "for", "stream", "in", "self", ".", "router", ".", "get_streams", "(", ")", ":", "if", "target_id", "in", "stream", ".", "egress_ids", "and", "(", "(", "self", ".", "pare...	45.444444	18.333333
def vera_request(self, **kwargs): """Perfom a vera_request for this scene.""" request_payload = { 'output_format': 'json', 'SceneNum': self.scene_id, } request_payload.update(kwargs) return self.vera_controller.data_request(request_payload)	[ "def", "vera_request", "(", "self", ",", "", "", "kwargs", ")", ":", "request_payload", "=", "{", "'output_format'", ":", "'json'", ",", "'SceneNum'", ":", "self", ".", "scene_id", ",", "}", "request_payload", ".", "update", "(", "kwargs", ")", "return",...	33	13.777778
def instantiate_for_read_and_search(handle_server_url, reverselookup_username, reverselookup_password, **config): ''' Initialize client with read access and with search function. :param handle_server_url: The URL of the Handle Server. May be None (then, the default 'https://hdl.hand...	[ "def", "instantiate_for_read_and_search", "(", "handle_server_url", ",", "reverselookup_username", ",", "reverselookup_password", ",", "", "", "config", ")", ":", "if", "handle_server_url", "is", "None", "and", "'reverselookup_baseuri'", "not", "in", "config", ".", ...	48.296296	28.814815
def airing_today(self, **kwargs): """ Get the list of TV shows that air today. Without a specified timezone, this query defaults to EST (Eastern Time UTC-05:00). Args: page: (optional) Minimum 1, maximum 1000. language: (optional) ISO 639 code. timezo...	[ "def", "airing_today", "(", "self", ",", "", "", "kwargs", ")", ":", "path", "=", "self", ".", "_get_path", "(", "'airing_today'", ")", "response", "=", "self", ".", "_GET", "(", "path", ",", "kwargs", ")", "self", ".", "_set_attrs_to_values", "(", "...	34.166667	19.055556
def write_config_file_value(key, value): """ Writes an environment variable configuration to the current config file. This will be read in on the next restart. The config file is created if not present. Note: The variables will not take effect until after restart. """ filename = get_confi...	[ "def", "write_config_file_value", "(", "key", ",", "value", ")", ":", "filename", "=", "get_config_file", "(", ")", "config", "=", "_ConfigParser", ".", "SafeConfigParser", "(", ")", "config", ".", "read", "(", "filename", ")", "__section", "=", "\"Environment...	26.565217	17.869565
def shared_databases(self): """ Retrieves a list containing the names of databases shared with this account. :returns: List of database names """ endpoint = '/'.join(( self.server_url, '_api', 'v2', 'user', 'shared_databases')) resp = self.r_session.g...	[ "def", "shared_databases", "(", "self", ")", ":", "endpoint", "=", "'/'", ".", "join", "(", "(", "self", ".", "server_url", ",", "'_api'", ",", "'v2'", ",", "'user'", ",", "'shared_databases'", ")", ")", "resp", "=", "self", ".", "r_session", ".", "get...	34.076923	11.923077
def _is_auto_field(self, cursor, table_name, column_name): """ Checks whether column is Identity """ # COLUMNPROPERTY: http://msdn2.microsoft.com/en-us/library/ms174968.aspx #from django.db import connection #cursor.execute("SELECT COLUMNPROPERTY(OBJECT_ID(%s), %s, 'IsId...	[ "def", "_is_auto_field", "(", "self", ",", "cursor", ",", "table_name", ",", "column_name", ")", ":", "# COLUMNPROPERTY: http://msdn2.microsoft.com/en-us/library/ms174968.aspx", "#from django.db import connection", "#cursor.execute(\"SELECT COLUMNPROPERTY(OBJECT_ID(%s), %s, 'IsIdentity')...	50.25	22.083333
def hybrid_meco_velocity(m1, m2, chi1, chi2, qm1=None, qm2=None): """Return the velocity of the hybrid MECO Parameters ---------- m1 : float Mass of the primary object in solar masses. m2 : float Mass of the secondary object in solar masses. chi1: float Dimensionless spi...	[ "def", "hybrid_meco_velocity", "(", "m1", ",", "m2", ",", "chi1", ",", "chi2", ",", "qm1", "=", "None", ",", "qm2", "=", "None", ")", ":", "if", "qm1", "is", "None", ":", "qm1", "=", "1", "if", "qm2", "is", "None", ":", "qm2", "=", "1", "# Set ...	30.837838	21.216216
def _getBlobFromURL(cls, url, exists=False): """ Gets the blob specified by the url. caution: makes no api request. blob may not ACTUALLY exist :param urlparse.ParseResult url: the URL :param bool exists: if True, then syncs local blob object with cloud and raises exce...	[ "def", "_getBlobFromURL", "(", "cls", ",", "url", ",", "exists", "=", "False", ")", ":", "bucketName", "=", "url", ".", "netloc", "fileName", "=", "url", ".", "path", "# remove leading '/', which can cause problems if fileName is a path", "if", "fileName", ".", "s...	31.774194	18.225806
def tags(self): """Access the auxillary data here""" if self._tags: return self._tags tags = {} if not tags: return {} for m in [[y.group(1),y.group(2),y.group(3)] for y in [re.match('([^:]{2,2}):([^:]):(.+)$',x) for x in self.entries.optional_fields.split("\t")]]: if m[1] == 'i': m[2] ...	[ "def", "tags", "(", "self", ")", ":", "if", "self", ".", "_tags", ":", "return", "self", ".", "_tags", "tags", "=", "{", "}", "if", "not", "tags", ":", "return", "{", "}", "for", "m", "in", "[", "[", "y", ".", "group", "(", "1", ")", ",", "...	41.181818	19.818182
def clized_default_shorts(p1, p2, first_option='default_value', second_option=5, third_option=[4, 3], last_option=False): """Help docstring """ print('%s %s %s %s %s %s' % (p1, p2, first_option, second_op...	[ "def", "clized_default_shorts", "(", "p1", ",", "p2", ",", "first_option", "=", "'default_value'", ",", "second_option", "=", "5", ",", "third_option", "=", "[", "4", ",", "3", "]", ",", "last_option", "=", "False", ")", ":", "print", "(", "'%s %s %s %s %s...	43.25	11.5
def get_kgXref_hg19(self): """ Get UCSC kgXref table for Build 37. Returns ------- pandas.DataFrame kgXref table if loading was successful, else None """ if self._kgXref_hg19 is None: self._kgXref_hg19 = self._load_kgXref(self._get_path_kgXref_hg1...	[ "def", "get_kgXref_hg19", "(", "self", ")", ":", "if", "self", ".", "_kgXref_hg19", "is", "None", ":", "self", ".", "_kgXref_hg19", "=", "self", ".", "_load_kgXref", "(", "self", ".", "_get_path_kgXref_hg19", "(", ")", ")", "return", "self", ".", "_kgXref_...	28.916667	19.25
def _set_protobuf_value(value_pb, val): """Assign 'val' to the correct subfield of 'value_pb'. The Protobuf API uses different attribute names based on value types rather than inferring the type. Some value types (entities, keys, lists) cannot be directly assigned; this function handles them corre...	[ "def", "_set_protobuf_value", "(", "value_pb", ",", "val", ")", ":", "attr", ",", "val", "=", "_pb_attr_value", "(", "val", ")", "if", "attr", "==", "\"key_value\"", ":", "value_pb", ".", "key_value", ".", "CopyFrom", "(", "val", ")", "elif", "attr", "==...	38.684211	14.026316
def eqdate(y): """ Like eq but compares datetime with y,m,d tuple. Also accepts magic string 'TODAY'. """ y = datetime.date.today() if y == 'TODAY' else datetime.date(*y) return lambda x: x == y	[ "def", "eqdate", "(", "y", ")", ":", "y", "=", "datetime", ".", "date", ".", "today", "(", ")", "if", "y", "==", "'TODAY'", "else", "datetime", ".", "date", "(", "*", "y", ")", "return", "lambda", "x", ":", "x", "==", "y" ]	30.285714	11.428571
def _default_ising_beta_range(h, J): """Determine the starting and ending beta from h J Args: h (dict) J (dict) Assume each variable in J is also in h. We use the minimum bias to give a lower bound on the minimum energy gap, such at the final sweeps we are highly likely to settle...	[ "def", "_default_ising_beta_range", "(", "h", ",", "J", ")", ":", "# Get nonzero, absolute biases", "abs_h", "=", "[", "abs", "(", "hh", ")", "for", "hh", "in", "h", ".", "values", "(", ")", "if", "hh", "!=", "0", "]", "abs_J", "=", "[", "abs", "(", ...	38.9375	24.083333
def async_or_eager(self, **options): """ Attempt to call self.apply_async, or if that fails because of a problem with the broker, run the task eagerly and return an EagerResult. """ args = options.pop("args", None) kwargs = options.pop("kwargs", None) possible_bro...	[ "def", "async_or_eager", "(", "self", ",", "", "", "options", ")", ":", "args", "=", "options", ".", "pop", "(", "\"args\"", ",", "None", ")", "kwargs", "=", "options", ".", "pop", "(", "\"kwargs\"", ",", "None", ")", "possible_broker_errors", "=", "...	44.166667	14.666667
def DirContains(self,f) : """ Matches dirs that have a child that matches filter f""" def match(fsNode) : if not fsNode.isdir() : return False for c in fsNode.children() : if f(c) : return True return False return self.make_return(match)	[ "def", "DirContains", "(", "self", ",", "f", ")", ":", "def", "match", "(", "fsNode", ")", ":", "if", "not", "fsNode", ".", "isdir", "(", ")", ":", "return", "False", "for", "c", "in", "fsNode", ".", "children", "(", ")", ":", "if", "f", "(", "...	38.375	7.25
def _time_to_expiry(expires): """ Determines the seconds until a HTTP header "Expires" timestamp :param expires: HTTP response "Expires" header :return: seconds until "Expires" time """ try: expires_dt = datetime.strptime(str(expires), '%a, %d %b %Y %H:%M:%S %...	[ "def", "_time_to_expiry", "(", "expires", ")", ":", "try", ":", "expires_dt", "=", "datetime", ".", "strptime", "(", "str", "(", "expires", ")", ",", "'%a, %d %b %Y %H:%M:%S %Z'", ")", "delta", "=", "expires_dt", "-", "datetime", ".", "utcnow", "(", ")", "...	37	15.333333
def take_action(self, production_rule: str) -> 'GrammarStatelet': """ Takes an action in the current grammar state, returning a new grammar state with whatever updates are necessary. The production rule is assumed to be formatted as "LHS -> RHS". This will update the non-terminal stack...	[ "def", "take_action", "(", "self", ",", "production_rule", ":", "str", ")", "->", "'GrammarStatelet'", ":", "left_side", ",", "right_side", "=", "production_rule", ".", "split", "(", "' -> '", ")", "assert", "self", ".", "_nonterminal_stack", "[", "-", "1", ...	52.057143	31.428571
def user_can_add_attachments(self): """Checks if the current logged in user is allowed to add attachments """ if not self.global_attachments_allowed(): return False context = self.context pm = api.get_tool("portal_membership") return pm.checkPermission(AddAtta...	[ "def", "user_can_add_attachments", "(", "self", ")", ":", "if", "not", "self", ".", "global_attachments_allowed", "(", ")", ":", "return", "False", "context", "=", "self", ".", "context", "pm", "=", "api", ".", "get_tool", "(", "\"portal_membership\"", ")", ...	41.125	7.875
def _get_timestamp_tuple(ts): """ Internal method to get a timestamp tuple from a value. Handles input being a datetime or a Timestamp. """ if isinstance(ts, datetime.datetime): return Timestamp.from_datetime(ts).tuple() elif isinstance(ts, Timestamp): return ts raise...	[ "def", "_get_timestamp_tuple", "(", "ts", ")", ":", "if", "isinstance", "(", "ts", ",", "datetime", ".", "datetime", ")", ":", "return", "Timestamp", ".", "from_datetime", "(", "ts", ")", ".", "tuple", "(", ")", "elif", "isinstance", "(", "ts", ",", "T...	36.4	10
def check_membership(self, groups): ''' Allows for objects with no required groups ''' if not groups or groups == ['']: return True if self.request.user.is_superuser: return True user_groups = self.request.user.groups.values_list("name", flat=True) ...	[ "def", "check_membership", "(", "self", ",", "groups", ")", ":", "if", "not", "groups", "or", "groups", "==", "[", "''", "]", ":", "return", "True", "if", "self", ".", "request", ".", "user", ".", "is_superuser", ":", "return", "True", "user_groups", "...	45.25	14.25
def _header(self): """ Default html header """ html = """ <!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"> <title>Report</title> """ if "bokeh" in self.report_engines: html += self.bokeh_header_() if "altair" in self.report_engines:...	[ "def", "_header", "(", "self", ")", ":", "html", "=", "\"\"\"\n\t\t<!DOCTYPE html>\n\t\t<html lang=\"en\">\n\t\t<head>\n\t\t\t<meta charset=\"utf-8\">\n\t\t\t<title>Report</title>\n\t\t\"\"\"", "if", "\"bokeh\"", "in", "self", ".", "report_engines", ":", "html", "+=", "self", "...	22.454545	10.863636
def update_shelf(self, shelf_id, shelf_data): """ 修改货架 :param shelf_id: 货架ID :param shelf_data: 货架详情 :return: 返回的 JSON 数据包 """ shelf_data['shelf_id'] = shelf_id return self._post( 'merchant/shelf/mod', data=shelf_data )	[ "def", "update_shelf", "(", "self", ",", "shelf_id", ",", "shelf_data", ")", ":", "shelf_data", "[", "'shelf_id'", "]", "=", "shelf_id", "return", "self", ".", "_post", "(", "'merchant/shelf/mod'", ",", "data", "=", "shelf_data", ")" ]	23.384615	13.076923

def dot2svg(dot): # type: (str) -> str """ Render Graphviz data to SVG """ svg = graphviz.Source(dot).pipe(format='svg').decode('utf8') # type: str # strip doctype and xml declaration svg = svg[svg.index('<svg'):] return svg

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34.714286

15.714286

def getAllCols(self, sddsfile=None): """ get all available column names from sddsfile :param sddsfile: sdds file name, if not given, rollback to the one that from ``__init__()`` :return: all sdds data column names :rtype: list :Example: >>> dh = DataExtracter('test.out...

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def validate_params(request): """Validate request params.""" if 'params' in request: correct_params = isinstance(request['params'], (list, dict)) error = 'Incorrect parameter values' assert correct_params, error

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def _handle_api_result(result: Optional[Dict[str, Any]]) -> Any: """ Retrieve 'data' field from the API result object. :param result: API result that received from HTTP API :return: the 'data' field in result object :raise ActionFailed: the 'status' field is 'failed' """ if isinstance(resul...

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38.25

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def start(self): ''' Turn on the master server components ''' self._pre_flight() log.info('salt-master is starting as user \'%s\'', salt.utils.user.get_user()) enable_sigusr1_handler() enable_sigusr2_handler() self.__set_max_open_files() # Reset...

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def highlightBlock(self, text): """Apply syntax highlighting to the given block of text. """ # Do other syntax formatting for expression, nth, format in self.rules: index = expression.indexIn(text, 0) while index >= 0: # We actually want t...

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39.5

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def write_gdf(gdf, fname): """ Fast line-by-line gdf-file write function Parameters ---------- gdf : numpy.ndarray Column 0 is gids, columns 1: are values. fname : str Path to gdf-file. Returns ------- None """ gdf_file = open(fname, '...

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18.28

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def onConnect(self, client, userdata, flags, rc): """! The callback for when the client receives a CONNACK response from the server. @param client @param userdata @param flags @param rc """ for sub in self.subsciption: (result, mid) = self.cli...

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29.818182

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def __rubberband(y, sr, **kwargs): '''Execute rubberband Parameters ---------- y : np.ndarray [shape=(n,) or (n, c)] Audio time series, either single or multichannel sr : int > 0 sampling rate of y **kwargs keyword arguments to rubberband Returns ------- y...

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def uint8_3(self, val1, val2, val3): """append a frame containing 3 uint8""" try: self.msg += [pack("BBB", val1, val2, val3)] except struct.error: raise ValueError("Expected uint8") return self

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def add_suffix(filename, suffix): """ ADD suffix TO THE filename (NOT INCLUDING THE FILE EXTENSION) """ path = filename.split("/") parts = path[-1].split(".") i = max(len(parts) - 2, 0) parts[i] = parts[i] + suffix path[-1] = ".".join(parts) return...

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32.6

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def SetFillStyle(self, style): """ *style* may be any fill style understood by ROOT or matplotlib. For full documentation of accepted *style* arguments, see :class:`rootpy.plotting.style.FillStyle`. """ self._fillstyle = FillStyle(style) if isinstance(self, ROOT....

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39.1

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def get_user_pubkeys(users): ''' Retrieve a set of public keys from GitHub for the specified list of users. Expects input in list format. Optionally, a value in the list may be a dict whose value is a list of key IDs to be returned. If this is not done, then all keys will be returned. Some exam...

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26.423077

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def update_product(product_id, **kwargs): """ Update a Product with new information """ content = update_product_raw(product_id, **kwargs) if content: return utils.format_json(content)

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29.428571

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def get_service_reference(self, clazz, ldap_filter=None): # type: (Optional[str], Optional[str]) -> Optional[ServiceReference] """ Returns a ServiceReference object for a service that implements and was registered under the specified class :param clazz: The class name with which...

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38.647059

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def getdarkcurrent(self,extver): """ Return the dark current for the ACS detector. This value will be contained within an instrument specific keyword. The value in the image header will be converted to units of electrons. Returns ------- darkcurrent: flo...

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43.16129

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def invoke(client, method, **kwargs): """Invoke a method on the underlying soap service.""" try: # Proxy the method to the suds service result = getattr(client.service, method)(**kwargs) except AttributeError: logger.critical("Unknown method: %s", method) raise except URL...

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36.916667

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def _pelita_member_filter(parent_name, item_names): """ Filter a list of autodoc items for which to generate documentation. Include only imports that come from the documented module or its submodules. """ filtered_names = [] if parent_name not in sys.modules: return item_names ...

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28.181818

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def slice_sequence(self,start,end,directionless=False): """Slice the mapping by the position in the sequence First coordinate is 0-indexed start Second coordinate is 1-indexed finish """ if end > self.length: end = self.length if start < 0: start = 0 if not directionless and s...

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27.194444

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def _collect_variable_renaming( cls, expression: Expression, position: List[int]=None, variables: Dict[str, str]=None ) -> Dict[str, str]: """Return renaming for the variables in the expression. The variable names are generated according to the position of the variable in the expression...

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47.814815

24.185185

def clean_whitespace(self, tree): """ Cleans up whitespace around block open and close tags if they are the only thing on the line :param tree: The AST - will be modified in place """ pointer = 0 end = len(tree) while pointer < end: ...

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43.95

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def show_nontab_menu(self, event): """Show the context menu assigned to nontabs section.""" menu = self.main.createPopupMenu() menu.exec_(self.dock_tabbar.mapToGlobal(event.pos()))

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50.25

7.25

def plot_drawdown_periods(returns, top=10, ax=None, **kwargs): """ Plots cumulative returns highlighting top drawdown periods. Parameters ---------- returns : pd.Series Daily returns of the strategy, noncumulative. - See full explanation in tears.create_full_tear_sheet. top : i...

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31.078431

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def invoked(self, ctx): """ Guacamole method used by the command ingredient. :param ctx: The guacamole context object. Context provides access to all features of guacamole. The argparse ingredient adds the ``args`` attribute to it. That attribute contains the...

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def getItems(self, sort=False, reverse=False, selector=None): """ #TODO: docstring """ selector = (lambda fgi: fgi.isValid) if selector is None else selector _container = {'_': self.container} return _getItems(_container, '_', sort, reverse, selector)

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47.833333

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def predict(self, times): """ Predict the {0} at certain point in time. Uses a linear interpolation if points in time are not in the index. Parameters ---------- times: a scalar or an array of times to predict the value of {0} at. Returns ------- ...

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42.555556

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def extend_safe(target, source): """ Extends source list to target list only if elements doesn't exists in target list. :param target: :type target: list :param source: :type source: list """ for elt in source: if elt not in target: target.append(elt)

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26.636364

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def set_dhw_on(self, until=None): """Sets the DHW on until a given time, or permanently.""" if until is None: data = {"Mode": "PermanentOverride", "State": "On", "UntilTime": None} else: data = {"Mode": "TemporaryOverride", ...

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36.25

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def default_facets_factory(search, index): """Add a default facets to query. :param search: Basic search object. :param index: Index name. :returns: A tuple containing the new search object and a dictionary with all fields and values used. """ urlkwargs = MultiDict() facets = curre...

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def contains_list(longer, shorter): """Check if longer list starts with shorter list""" if len(longer) <= len(shorter): return False for a, b in zip(shorter, longer): if a != b: return False return True

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def add_labels_to_pr(repo: GithubRepository, pull_id: int, *labels: str, override_token: str = None) -> None: """ References: https://developer.github.com/v3/issues/labels/#add-labels-to-an-issue """ url = ("https://api.github.com/re...

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async def sync_all_new_events(self, sync_all_new_events_request): """List all events occurring at or after a timestamp.""" response = hangouts_pb2.SyncAllNewEventsResponse() await self._pb_request('conversations/syncallnewevents', sync_all_new_events_request, respo...

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def load_yaml_config(self, conf): """Load a YAML configuration file and recursively update the overall configuration.""" with open(conf) as fd: self.config = recursive_dict_update(self.config, yaml.load(fd, Loader=UnsafeLoader))

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def first_items(self, index): """Meant to reproduce the results of the following grouper = pandas.Grouper(...) first_items = pd.Series(np.arange(len(index)), index).groupby(grouper).first() with index being a CFTimeIndex instead of a DatetimeIndex. ...

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def get(self, *args, **kwargs): """Handle reading of the model :param args: :param kwargs: """ # Create the model and fetch its data self.model = self.get_model(kwargs.get('id')) result = yield self.model.fetch() # If model is not found, return 404 ...

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def copy_and_disconnect_tree(root, machine): """Copy a RoutingTree (containing nothing but RoutingTrees), disconnecting nodes which are not connected in the machine. Note that if a dead chip is part of the input RoutingTree, no corresponding node will be included in the copy. The assumption behind this...

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def update_distribution( name, config, tags=None, region=None, key=None, keyid=None, profile=None, ): ''' Update the config (and optionally tags) for the CloudFront distribution with the given name. name Name of the CloudFront distribution config Configurati...

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def _BuildFindSpecsFromFileSourcePath( self, source_path, path_separator, environment_variables, user_accounts): """Builds find specifications from a file source type. Args: source_path (str): file system path defined by the source. path_separator (str): file system path segment separator. ...

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def init(self, ctxt, step_addr): """ Initialize the item. This calls the class constructor with the appropriate arguments and returns the initialized object. :param ctxt: The context object. :param step_addr: The address of the step in the test configu...

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def first_order_markov_process(t, variance, time_scale, rseed=None): """ Generates a correlated noise vector using a multivariate normal random number generator with zero mean and covariance Sigma_ij = s^2 exp(-|t_i - t_j|/l), where s is the variance and l is the time scale. The P...

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def _solution_factory(self, basis_kwargs, coefs_array, nodes, problem, result): """ Construct a representation of the solution to the boundary value problem. Parameters ---------- basis_kwargs : dict(str : ) coefs_array : numpy.ndarray problem : TwoPointBVPLike ...

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def perform_command(self): """ Perform command and return the appropriate exit code. :rtype: int """ if len(self.actual_arguments) < 1: return self.print_help() audio_file_path = self.actual_arguments[0] if not self.check_input_file(audio_file_path):...

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def get_log(self): """Gets the ``Log`` at this node. return: (osid.logging.Log) - the log represented by this node *compliance: mandatory -- This method must be implemented.* """ if self._lookup_session is None: mgr = get_provider_manager('LOGGING', runtime=self._ru...

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def find(self, pkg, flag): """Start to find packages and print """ print("\nPackages with name matching [ {0}{1}{2} ]\n".format( self.cyan, ", ".join(pkg), self.endc)) Msg().template(78) print("| {0} {1}{2}{3}".format("Repository", "Package", " " * 54, ...

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def validate(self, tracking_number): "Return True if this is a valid USPS tracking number." tracking_num = tracking_number[:-1].replace(' ', '') odd_total = 0 even_total = 0 for ii, digit in enumerate(tracking_num): if ii % 2: odd_total += int(digit) ...

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def standard_reader_routine(reader, filename, attrs=None): """Use a given reader from the ``READERS`` mapping in the common VTK reading pipeline routine. Parameters ---------- reader : vtkReader Any instantiated VTK reader class filename : str The string filename to the data fi...

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def _inherit_data(self): """ Inherits the data from the parent. """ LOG.debug("'%s' inheriting data from '%s'" % (self.get_name(), self.parent.get_name()), extra=dict(data=self.parent.data)) self.set_data(**s...

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def get_max_runs(x) -> np.array: """ Given a list of numbers, return a NumPy array of pairs (start index, end index + 1) of the runs of max value. Example:: >>> get_max_runs([7, 1, 2, 7, 7, 1, 2]) array([[0, 1], [3, 5]]) Assume x is not empty. Recipe comes from ...

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def _reliure_worker(wnum, Qin, Qout, pipeline, options={}): """ a worker used by :func:`run_parallel` """ #pipeline = get_pipeline() logger = logging.getLogger("reliure.run_parallel.worker#%s" % wnum) logger.debug("worker created") if options is None: options = {} while True: ...

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def _download_rtd_zip(rtd_version=None, **kwargs): """ Download and extract HTML ZIP from RTD to installed doc data path. Download is skipped if content already exists. Parameters ---------- rtd_version : str or `None` RTD version to download; e.g., "latest", "stable", or "v2.6.0". ...

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def concat(*cols): """ Concatenates multiple input columns together into a single column. The function works with strings, binary and compatible array columns. >>> df = spark.createDataFrame([('abcd','123')], ['s', 'd']) >>> df.select(concat(df.s, df.d).alias('s')).collect() [Row(s=u'abcd123')]...

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43.333333

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def sina_download_by_vkey(vkey, title=None, output_dir='.', merge=True, info_only=False): """Downloads a Sina video by its unique vkey. http://video.sina.com/ """ url = 'http://video.sina.com/v/flvideo/%s_0.flv' % vkey type, ext, size = url_info(url) print_info(site_info, title, 'flv', size) ...

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def user_list(self, userid, cur_p=''): ''' List the entities of the user. ''' current_page_number = int(cur_p) if cur_p else 1 current_page_number = 1 if current_page_number < 1 else current_page_number kwd = { 'current_page': current_page_number } ...

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def pluralize(singular): """Convert singular word to its plural form. Args: singular: A word in its singular form. Returns: The word in its plural form. """ if singular in UNCOUNTABLES: return singular for i in IRREGULAR: if i[0] == singular: return ...

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def format_number(col, d): """ Formats the number X to a format like '#,--#,--#.--', rounded to d decimal places with HALF_EVEN round mode, and returns the result as a string. :param col: the column name of the numeric value to be formatted :param d: the N decimal places >>> spark.createDataFr...

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40.615385

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def get_tags(self, rev=None): """ Return the tags for the current revision as a set """ rev = rev or 'HEAD' return set(self._invoke('tag', '--points-at', rev).splitlines())

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29.5

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def get_platform_by_name(self, name, for_target=None): """Finds the platform with the given name. If the name is empty or None, returns the default platform. If not platform with the given name is defined, raises an error. :param str name: name of the platform. :param JvmTarget for_target: optional...

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43.5625

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def RoundToSeconds(cls, timestamp): """Takes a timestamp value and rounds it to a second precision.""" leftovers = timestamp % definitions.MICROSECONDS_PER_SECOND scrubbed = timestamp - leftovers rounded = round(float(leftovers) / definitions.MICROSECONDS_PER_SECOND) return int(scrubbed + rounded *...

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def heightmap_add_hill( hm: np.ndarray, x: float, y: float, radius: float, height: float ) -> None: """Add a hill (a half spheroid) at given position. If height == radius or -radius, the hill is a half-sphere. Args: hm (numpy.ndarray): A numpy.ndarray formatted for heightmap functions. ...

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41.533333

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def on_connect(self, client, userdata, flags, result_code): """ Callback when the MQTT client is connected. :param client: the client being connected. :param userdata: unused. :param flags: unused. :param result_code: result code. """ self.log_info("Connected wit...

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40.1

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def on_task_status(self, task): """Ignore not processing error in interactive mode""" if not self.interactive: super(OneScheduler, self).on_task_status(task) try: procesok = task['track']['process']['ok'] except KeyError as e: logger.error("Bad status...

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41.347826

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def hideEvent(self, event): """ Sets the visible state for this widget. If it is the first time this widget will be visible, the initialized signal will be emitted. :param state | <bool> """ super(XView, self).hideEvent(event) # record the ...

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def validateInt(value, blank=False, strip=None, allowlistRegexes=None, blocklistRegexes=None, min=None, max=None, lessThan=None, greaterThan=None, excMsg=None): """Raises ValidationException if value is not a int. Returns value, so it can be used inline in an expression: print(2 + vali...

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60.783784

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def get_identity(self, subject_id, entities=None, check_not_on_or_after=True): """ Get all the identity information that has been received and are still valid about the subject. :param subject_id: The identifier of the subject :param entities: The identifiers of the...

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39.288889

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def loss(loss_value): """Calculates aggregated mean loss.""" total_loss = tf.Variable(0.0, False) loss_count = tf.Variable(0, False) total_loss_update = tf.assign_add(total_loss, loss_value) loss_count_update = tf.assign_add(loss_count, 1) loss_op = total_loss / tf.cast(loss_count, tf.float32) return [tot...

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44.5

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def _array2cstr(arr): """ Serializes a numpy array to a compressed base64 string """ out = StringIO() np.save(out, arr) return b64encode(out.getvalue())

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32.8

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def close(self): """Closes the serial port.""" if self.pyb and self.pyb.serial: self.pyb.serial.close() self.pyb = None

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30.2

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def copy_dependency_images(tile): """Copy all documentation from dependencies into build/output/doc folder""" env = Environment(tools=[]) outputbase = os.path.join('build', 'output') depbase = os.path.join('build', 'deps') for dep in tile.dependencies: depdir = os.path.join(depbase, dep['u...

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38.222222

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def transform(self, X, y=None, copy=None): """ Perform standardization by centering and scaling using the parameters. :param X: Data matrix to scale. :type X: numpy.ndarray, shape [n_samples, n_features] :param y: Passthrough for scikit-learn ``Pipeline`` compatibility. ...

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def export(self): """ Make the actual request to the Import API (exporting is part of the Import API) to export a map visualization as a .carto file :return: A URL pointing to the .carto file :rtype: str :raise: CartoException .. warning:: Non-public API. It ma...

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38.921053

26.868421

def random_numbers(n): """ Generate a random string from 0-9 :param n: length of the string :return: the random string """ return ''.join(random.SystemRandom().choice(string.digits) for _ in range(n))

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31.142857

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def _compute_and_transfer_to_final_run(self, process_name, start_timeperiod, end_timeperiod, job_record): """ method computes new unit_of_work and transfers the job to STATE_FINAL_RUN it also shares _fuzzy_ DuplicateKeyError logic from _compute_and_transfer_to_progress method""" source_collectio...

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def start(self): """Open sockets to the server and start threads""" if not self.writeThread.isAlive() and not self.readThread.isAlive(): self.client = socket.socket(socket.AF_INET, socket.SOCK_STREAM) self.client.connect(self.ADDR) self.running = True self...

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def get_file_array(self, start, end): """Return a list of filenames between and including start and end. Parameters ---------- start: array_like or single string filenames for start of returned filelist stop: array_like or single string ...

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def set_index(self, index): """Set or reset the index. Parameters ---------- index : string or pair of strings, optional Names of columns to use for positional index, e.g., 'POS' if table contains a 'POS' column and records from a single chromosome/co...

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def _get_html_response(url, session): # type: (str, PipSession) -> Response """Access an HTML page with GET, and return the response. This consists of three parts: 1. If the URL looks suspiciously like an archive, send a HEAD first to check the Content-Type is HTML, to avoid downloading a large...

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def _propagate_down(self, handle, target_id): """ For DEL_ROUTE, we additionally want to broadcast the message to any stream that has ever communicated with the disconnecting ID, so core.py's :meth:`mitogen.core.Router._on_del_route` can turn the message into a disconnect event. ...

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def vera_request(self, **kwargs): """Perfom a vera_request for this scene.""" request_payload = { 'output_format': 'json', 'SceneNum': self.scene_id, } request_payload.update(kwargs) return self.vera_controller.data_request(request_payload)

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def instantiate_for_read_and_search(handle_server_url, reverselookup_username, reverselookup_password, **config): ''' Initialize client with read access and with search function. :param handle_server_url: The URL of the Handle Server. May be None (then, the default 'https://hdl.hand...

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def airing_today(self, **kwargs): """ Get the list of TV shows that air today. Without a specified timezone, this query defaults to EST (Eastern Time UTC-05:00). Args: page: (optional) Minimum 1, maximum 1000. language: (optional) ISO 639 code. timezo...

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def write_config_file_value(key, value): """ Writes an environment variable configuration to the current config file. This will be read in on the next restart. The config file is created if not present. Note: The variables will not take effect until after restart. """ filename = get_confi...

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def shared_databases(self): """ Retrieves a list containing the names of databases shared with this account. :returns: List of database names """ endpoint = '/'.join(( self.server_url, '_api', 'v2', 'user', 'shared_databases')) resp = self.r_session.g...

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def _is_auto_field(self, cursor, table_name, column_name): """ Checks whether column is Identity """ # COLUMNPROPERTY: http://msdn2.microsoft.com/en-us/library/ms174968.aspx #from django.db import connection #cursor.execute("SELECT COLUMNPROPERTY(OBJECT_ID(%s), %s, 'IsId...

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def hybrid_meco_velocity(m1, m2, chi1, chi2, qm1=None, qm2=None): """Return the velocity of the hybrid MECO Parameters ---------- m1 : float Mass of the primary object in solar masses. m2 : float Mass of the secondary object in solar masses. chi1: float Dimensionless spi...

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def _getBlobFromURL(cls, url, exists=False): """ Gets the blob specified by the url. caution: makes no api request. blob may not ACTUALLY exist :param urlparse.ParseResult url: the URL :param bool exists: if True, then syncs local blob object with cloud and raises exce...

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def tags(self): """Access the auxillary data here""" if self._tags: return self._tags tags = {} if not tags: return {} for m in [[y.group(1),y.group(2),y.group(3)] for y in [re.match('([^:]{2,2}):([^:]):(.+)$',x) for x in self.entries.optional_fields.split("\t")]]: if m[1] == 'i': m[2] ...

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def clized_default_shorts(p1, p2, first_option='default_value', second_option=5, third_option=[4, 3], last_option=False): """Help docstring """ print('%s %s %s %s %s %s' % (p1, p2, first_option, second_op...

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def get_kgXref_hg19(self): """ Get UCSC kgXref table for Build 37. Returns ------- pandas.DataFrame kgXref table if loading was successful, else None """ if self._kgXref_hg19 is None: self._kgXref_hg19 = self._load_kgXref(self._get_path_kgXref_hg1...

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def _set_protobuf_value(value_pb, val): """Assign 'val' to the correct subfield of 'value_pb'. The Protobuf API uses different attribute names based on value types rather than inferring the type. Some value types (entities, keys, lists) cannot be directly assigned; this function handles them corre...

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def eqdate(y): """ Like eq but compares datetime with y,m,d tuple. Also accepts magic string 'TODAY'. """ y = datetime.date.today() if y == 'TODAY' else datetime.date(*y) return lambda x: x == y

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def _default_ising_beta_range(h, J): """Determine the starting and ending beta from h J Args: h (dict) J (dict) Assume each variable in J is also in h. We use the minimum bias to give a lower bound on the minimum energy gap, such at the final sweeps we are highly likely to settle...

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def async_or_eager(self, **options): """ Attempt to call self.apply_async, or if that fails because of a problem with the broker, run the task eagerly and return an EagerResult. """ args = options.pop("args", None) kwargs = options.pop("kwargs", None) possible_bro...

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def DirContains(self,f) : """ Matches dirs that have a child that matches filter f""" def match(fsNode) : if not fsNode.isdir() : return False for c in fsNode.children() : if f(c) : return True return False return self.make_return(match)

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def _time_to_expiry(expires): """ Determines the seconds until a HTTP header "Expires" timestamp :param expires: HTTP response "Expires" header :return: seconds until "Expires" time """ try: expires_dt = datetime.strptime(str(expires), '%a, %d %b %Y %H:%M:%S %...

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def take_action(self, production_rule: str) -> 'GrammarStatelet': """ Takes an action in the current grammar state, returning a new grammar state with whatever updates are necessary. The production rule is assumed to be formatted as "LHS -> RHS". This will update the non-terminal stack...

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def user_can_add_attachments(self): """Checks if the current logged in user is allowed to add attachments """ if not self.global_attachments_allowed(): return False context = self.context pm = api.get_tool("portal_membership") return pm.checkPermission(AddAtta...

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def _get_timestamp_tuple(ts): """ Internal method to get a timestamp tuple from a value. Handles input being a datetime or a Timestamp. """ if isinstance(ts, datetime.datetime): return Timestamp.from_datetime(ts).tuple() elif isinstance(ts, Timestamp): return ts raise...

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def check_membership(self, groups): ''' Allows for objects with no required groups ''' if not groups or groups == ['']: return True if self.request.user.is_superuser: return True user_groups = self.request.user.groups.values_list("name", flat=True) ...

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def _header(self): """ Default html header """ html = """ <!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8"> <title>Report</title> """ if "bokeh" in self.report_engines: html += self.bokeh_header_() if "altair" in self.report_engines:...

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def update_shelf(self, shelf_id, shelf_data): """ 修改货架 :param shelf_id: 货架ID :param shelf_data: 货架详情 :return: 返回的 JSON 数据包 """ shelf_data['shelf_id'] = shelf_id return self._post( 'merchant/shelf/mod', data=shelf_data )

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