kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def stack_push(self, value: Union[int, bytes]) -> None: """ Push ``value`` onto the stack. Raise `eth.exceptions.StackDepthLimit` if the stack is full. """ return self._stack.push(value)	[ "def", "stack_push", "(", "self", ",", "value", ":", "Union", "[", "int", ",", "bytes", "]", ")", "->", "None", ":", "return", "self", ".", "_stack", ".", "push", "(", "value", ")" ]	31.571429	12.428571
def add_form_widget_attr(field, attr_name, attr_value, replace=0): """ Adds widget attributes to a bound form field. This is helpful if you would like to add a certain class to all your forms (i.e. `form-control` to all form fields when you are using Bootstrap):: {% load libs_tags %} {...	[ "def", "add_form_widget_attr", "(", "field", ",", "attr_name", ",", "attr_value", ",", "replace", "=", "0", ")", ":", "if", "not", "replace", ":", "attr", "=", "field", ".", "field", ".", "widget", ".", "attrs", ".", "get", "(", "attr_name", ",", "''",...	33.586207	23.793103
def validate(self): """Validate workflow object. This method currently validates the workflow object with the use of cwltool. It writes the workflow to a tmp CWL file, reads it, validates it and removes the tmp file again. By default, the workflow is written to file using absolu...	[ "def", "validate", "(", "self", ")", ":", "# define tmpfile", "(", "fd", ",", "tmpfile", ")", "=", "tempfile", ".", "mkstemp", "(", ")", "os", ".", "close", "(", "fd", ")", "try", ":", "# save workflow object to tmpfile,", "# do not recursively call validate fun...	39.65	18.3
def get_max_posteriors(self, parameters=None, squeeze=True, chains=None): """ Gets the maximum posterior point in parameter space from the passed parameters. Requires the chains to have set `posterior` values. Parameters ---------- parameters : str\|list[str] ...	[ "def", "get_max_posteriors", "(", "self", ",", "parameters", "=", "None", ",", "squeeze", "=", "True", ",", "chains", "=", "None", ")", ":", "results", "=", "[", "]", "if", "chains", "is", "None", ":", "chains", "=", "self", ".", "parent", ".", "chai...	35.382979	19.276596
def start_app_and_connect(self): """Starts snippet apk on the device and connects to it. This wraps the main logic with safe handling Raises: AppStartPreCheckError, when pre-launch checks fail. """ try: self._start_app_and_connect() except AppSta...	[ "def", "start_app_and_connect", "(", "self", ")", ":", "try", ":", "self", ".", "_start_app_and_connect", "(", ")", "except", "AppStartPreCheckError", ":", "# Precheck errors don't need cleanup, directly raise.", "raise", "except", "Exception", "as", "e", ":", "# Log th...	38.458333	19.791667
def align_to_sort_bam(fastq1, fastq2, aligner, data): """Align to the named genome build, returning a sorted BAM file. """ names = data["rgnames"] align_dir_parts = [data["dirs"]["work"], "align", names["sample"]] if data.get("disambiguate"): align_dir_parts.append(data["disambiguate"]["geno...	[ "def", "align_to_sort_bam", "(", "fastq1", ",", "fastq2", ",", "aligner", ",", "data", ")", ":", "names", "=", "data", "[", "\"rgnames\"", "]", "align_dir_parts", "=", "[", "data", "[", "\"dirs\"", "]", "[", "\"work\"", "]", ",", "\"align\"", ",", "names...	51.071429	19.464286
def bin(self): """ Get the command used to run the tool. Returns ------- command : str The tool system command. """ if self.local_bin: return self.local_bin else: return self.config.bin(self.name)	[ "def", "bin", "(", "self", ")", ":", "if", "self", ".", "local_bin", ":", "return", "self", ".", "local_bin", "else", ":", "return", "self", ".", "config", ".", "bin", "(", "self", ".", "name", ")" ]	21.923077	15.153846
def _print_result_info(traces, events): """ Print a summary of the returned (voltage) traces and spike times """ print_v('Returning %i traces:'%len(traces)) for r in sorted(traces.keys()): x = traces[r] print_v(' %s (%s): %s -> %s (min: %s, max: %s, len: %i)'%(r, type(x), x[0],x[-1]...	[ "def", "_print_result_info", "(", "traces", ",", "events", ")", ":", "print_v", "(", "'Returning %i traces:'", "%", "len", "(", "traces", ")", ")", "for", "r", "in", "sorted", "(", "traces", ".", "keys", "(", ")", ")", ":", "x", "=", "traces", "[", "...	45.583333	19.25
def get_my_choices_projects(): """ Retrieves all projects in the system for the project management page """ proj_list = Project.objects.all() proj_tuple = [] counter = 1 for proj in proj_list: proj_tuple.append((counter, proj)) counter = counter + 1 return proj_tuple	[ "def", "get_my_choices_projects", "(", ")", ":", "proj_list", "=", "Project", ".", "objects", ".", "all", "(", ")", "proj_tuple", "=", "[", "]", "counter", "=", "1", "for", "proj", "in", "proj_list", ":", "proj_tuple", ".", "append", "(", "(", "counter",...	25.75	12.166667
def create_logical_relationship(manager, logical_handle_id, other_handle_id, rel_type): """ Makes relationship between the two nodes and returns the relationship. If a relationship is not possible NoRelationshipPossible exception is raised. """ other_meta_type = get_node_meta_type(manager, other...	[ "def", "create_logical_relationship", "(", "manager", ",", "logical_handle_id", ",", "other_handle_id", ",", "rel_type", ")", ":", "other_meta_type", "=", "get_node_meta_type", "(", "manager", ",", "other_handle_id", ")", "if", "rel_type", "==", "'Depends_on'", ":", ...	57.642857	28.928571
def packexe(exefile, srcdir): """Pack the files in srcdir into exefile using 7z. Requires that stub files are available in checkouts/stubs""" exefile = cygpath(os.path.abspath(exefile)) appbundle = exefile + ".app.7z" # Make sure that appbundle doesn't already exist # We don't want to risk app...	[ "def", "packexe", "(", "exefile", ",", "srcdir", ")", ":", "exefile", "=", "cygpath", "(", "os", ".", "path", ".", "abspath", "(", "exefile", ")", ")", "appbundle", "=", "exefile", "+", "\".app.7z\"", "# Make sure that appbundle doesn't already exist", "# We don...	31.375	20.208333
def setMinimumSize(self, args): """ Sets the minimum size value to the inputed size and emits the \ sizeConstraintChanged signal. :param args \| <tuple> """ super(XView, self).setMinimumSize(*args) if ( not self.signalsBlocked() ): ...	[ "def", "setMinimumSize", "(", "self", ",", "", "args", ")", ":", "super", "(", "XView", ",", "self", ")", ".", "setMinimumSize", "(", "", "args", ")", "if", "(", "not", "self", ".", "signalsBlocked", "(", ")", ")", ":", "self", ".", "sizeConstraint...	31.545455	11.363636
def build(self, force=False): "Create the image gallery" if not self.albums: self.logger.warning("No albums found.") return def log_func(x): # 63 is the total length of progressbar, label, percentage, etc available_length = get_terminal_size()[0]...	[ "def", "build", "(", "self", ",", "force", "=", "False", ")", ":", "if", "not", "self", ".", "albums", ":", "self", ".", "logger", ".", "warning", "(", "\"No albums found.\"", ")", "return", "def", "log_func", "(", "x", ")", ":", "# 63 is the total lengt...	41.536585	18.414634
def assert_visible(self, locator, msg=None): """ Hard assert for whether and element is present and visible in the current window/frame :params locator: the locator of the element to search for :params msg: (Optional) msg explaining the difference """ e = driver.find_ele...	[ "def", "assert_visible", "(", "self", ",", "locator", ",", "msg", "=", "None", ")", ":", "e", "=", "driver", ".", "find_elements_by_locator", "(", "locator", ")", "if", "len", "(", "e", ")", "==", "0", ":", "raise", "AssertionError", "(", "\"Element at %...	42.272727	19.545455
def winning_name(self): """ Returns a ``string`` of the winning team's name, such as 'Houston Astros'. """ if self.winner == HOME: return self._home_name.text() return self._away_name.text()	[ "def", "winning_name", "(", "self", ")", ":", "if", "self", ".", "winner", "==", "HOME", ":", "return", "self", ".", "_home_name", ".", "text", "(", ")", "return", "self", ".", "_away_name", ".", "text", "(", ")" ]	30.375	10.875
def import_task_modules(): """ Import all installed apps and add modules to registry """ top_level_modules = settings.INSTALLED_APPS module_names = [] for module in top_level_modules: #Import package mod = import_module(module) #Find all modules in package path fo...	[ "def", "import_task_modules", "(", ")", ":", "top_level_modules", "=", "settings", ".", "INSTALLED_APPS", "module_names", "=", "[", "]", "for", "module", "in", "top_level_modules", ":", "#Import package", "mod", "=", "import_module", "(", "module", ")", "#Find all...	42	14.666667
def plot_gain_offsets(dio_cross,dio_chan_per_coarse=8,feedtype='l',ax1=None,ax2=None,legend=True,**kwargs): ''' Plots the calculated gain offsets of each coarse channel along with the time averaged power spectra of the X and Y feeds ''' #Get ON-OFF ND spectra Idiff,Qdiff,Udiff,Vdiff,freqs = get_...	[ "def", "plot_gain_offsets", "(", "dio_cross", ",", "dio_chan_per_coarse", "=", "8", ",", "feedtype", "=", "'l'", ",", "ax1", "=", "None", ",", "ax2", "=", "None", ",", "legend", "=", "True", ",", "", "", "kwargs", ")", ":", "#Get ON-OFF ND spectra", "I...	35.510204	20.244898
def from_dict(cls, d): """ Construct a MSONable AdfKey object from the JSON dict. Parameters ---------- d : dict A dict of saved attributes. Returns ------- adfkey : AdfKey An AdfKey object recovered from the JSON dict ``d``. ...	[ "def", "from_dict", "(", "cls", ",", "d", ")", ":", "key", "=", "d", ".", "get", "(", "\"name\"", ")", "options", "=", "d", ".", "get", "(", "\"options\"", ",", "None", ")", "subkey_list", "=", "d", ".", "get", "(", "\"subkeys\"", ",", "[", "]", ...	26.521739	18.26087
def cleanse(self): """Clean up some terms, like ensuring that the name is a slug""" from .util import slugify self.ensure_identifier() try: self.update_name() except MetatabError: identifier = self['Root'].find_first('Root.Identifier') name...	[ "def", "cleanse", "(", "self", ")", ":", "from", ".", "util", "import", "slugify", "self", ".", "ensure_identifier", "(", ")", "try", ":", "self", ".", "update_name", "(", ")", "except", "MetatabError", ":", "identifier", "=", "self", "[", "'Root'", "]",...	30.7	22.4
def is_subscribed_list(self, list_id, user_id): """ Check if user is a subscribed of specified list :param list_id: list ID number :param user_id: user ID number :return: :code:`True` if user is subscribed of list, :code:`False` otherwise """ try: ret...	[ "def", "is_subscribed_list", "(", "self", ",", "list_id", ",", "user_id", ")", ":", "try", ":", "return", "bool", "(", "self", ".", "_client", ".", "show_list_subscriber", "(", "list_id", "=", "list_id", ",", "user_id", "=", "user_id", ")", ")", "except", ...	38.285714	19
def total_seconds(delta): """Return the total seconds of datetime.timedelta object. Compute total seconds of datetime.timedelta, datetime.timedelta doesn't have method total_seconds in Python2.6, calculate it manually. """ try: return delta.total_seconds() except AttributeError: ...	[ "def", "total_seconds", "(", "delta", ")", ":", "try", ":", "return", "delta", ".", "total_seconds", "(", ")", "except", "AttributeError", ":", "return", "(", "(", "delta", ".", "days", "", "24", "", "3600", ")", "+", "delta", ".", "seconds", "+", ...	37.818182	18
def save(self, args, *kwargs): """ Saves the topic instance. """ # It is vital to track the changes of the forum associated with a topic in order to # maintain counters up-to-date. old_instance = None if self.pk: old_instance = self.__class__._default_manager.get(pk...	[ "def", "save", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "# It is vital to track the changes of the forum associated with a topic in order to", "# maintain counters up-to-date.", "old_instance", "=", "None", "if", "self", ".", "pk", ":", "old_ins...	41.363636	20.045455
def _extract_multimap_field(blob, name): '''Extracts multimap fields. Values can either be a scalar string or a list of strings. We need to parse both. For example: example: a: foo/ b: - bar/ - baz/''' message = ('"{}" field must be a map whose values are ...	[ "def", "_extract_multimap_field", "(", "blob", ",", "name", ")", ":", "message", "=", "(", "'\"{}\" field must be a map whose values are either a string or '", "'list of strings.'", ".", "format", "(", "name", ")", ")", "raw_map", "=", "typesafe_pop", "(", "blob", ","...	42.56	17.6
def wait(self, timeout=None): """ Wait for the job to complete, or a timeout to happen. Args: timeout: how long to wait before giving up (in seconds); default None which means no timeout. Returns: The Job """ if self._future: try: # Future.exception() will return rather t...	[ "def", "wait", "(", "self", ",", "timeout", "=", "None", ")", ":", "if", "self", ".", "_future", ":", "try", ":", "# Future.exception() will return rather than raise any exception so we use it.", "self", ".", "_future", ".", "exception", "(", "timeout", ")", "exce...	29.68	19.68
def __calculate_dataset_difference(self, index_point): """! @brief Calculate distance from each object to specified object. @param[in] index_point (uint): Index point for which difference with other points is calculated. @return (list) Distance to each object from input data from...	[ "def", "__calculate_dataset_difference", "(", "self", ",", "index_point", ")", ":", "if", "self", ".", "__metric", ".", "get_type", "(", ")", "!=", "type_metric", ".", "USER_DEFINED", ":", "dataset_differences", "=", "self", ".", "__metric", "(", "self", ".", ...	40.8125	32.625
def pprint(obj, args, kwargs): """Pretty-printing function that can pretty-print OrderedDicts like regular dictionaries. Useful for printing the output of :meth:`marshmallow.Schema.dump`. """ if isinstance(obj, collections.OrderedDict): print(json.dumps(obj, args, **kwargs)) else: ...	[ "def", "pprint", "(", "obj", ",", "", "args", ",", "", "", "kwargs", ")", ":", "if", "isinstance", "(", "obj", ",", "collections", ".", "OrderedDict", ")", ":", "print", "(", "json", ".", "dumps", "(", "obj", ",", "", "args", ",", "", "", ...	38.777778	9.111111
def new(self, data): """通过data新建一个stock_block Arguments: data {[type]} -- [description] Returns: [type] -- [description] """ temp = copy(self) temp.__init__(data) return temp	[ "def", "new", "(", "self", ",", "data", ")", ":", "temp", "=", "copy", "(", "self", ")", "temp", ".", "__init__", "(", "data", ")", "return", "temp" ]	20.416667	16.833333
def RenderHttpResponse(request): """Renders HTTP response to a given HTTP request.""" start_time = time.time() response = HTTP_REQUEST_HANDLER.HandleRequest(request) total_time = time.time() - start_time method_name = response.headers.get("X-API-Method", "unknown") if response.status_code == 200: stat...	[ "def", "RenderHttpResponse", "(", "request", ")", ":", "start_time", "=", "time", ".", "time", "(", ")", "response", "=", "HTTP_REQUEST_HANDLER", ".", "HandleRequest", "(", "request", ")", "total_time", "=", "time", ".", "time", "(", ")", "-", "start_time", ...	28.25	17.678571
def distance_to_point(self, p): '''Returns the distance from the point to the interval. Zero if the point lies inside the interval.''' if self.start <= p <= self.end: return 0 else: return min(abs(self.start - p), abs(self.end - p))	[ "def", "distance_to_point", "(", "self", ",", "p", ")", ":", "if", "self", ".", "start", "<=", "p", "<=", "self", ".", "end", ":", "return", "0", "else", ":", "return", "min", "(", "abs", "(", "self", ".", "start", "-", "p", ")", ",", "abs", "(...	45.833333	24.833333
def stop(name, kill=False): ''' This is a compatibility function which provides the logic for nspawn.poweroff and nspawn.terminate. ''' if _sd_version() >= 219: if kill: action = 'terminate' else: action = 'poweroff' ret = _machinectl('{0} {1}'.format(...	[ "def", "stop", "(", "name", ",", "kill", "=", "False", ")", ":", "if", "_sd_version", "(", ")", ">=", "219", ":", "if", "kill", ":", "action", "=", "'terminate'", "else", ":", "action", "=", "'poweroff'", "ret", "=", "_machinectl", "(", "'{0} {1}'", ...	31.052632	21.368421
def size(self, pairs_only=False): ''' Calculate the size of the lineage. Inputs (optional) ----------------- pairs_only: count only paired sequences Returns ------- Lineage size (int) ''' if pairs_only: return len(self.just_pa...	[ "def", "size", "(", "self", ",", "pairs_only", "=", "False", ")", ":", "if", "pairs_only", ":", "return", "len", "(", "self", ".", "just_pairs", ")", "else", ":", "return", "len", "(", "self", ".", "heavies", ")" ]	22.5	18.625
def color(teffs): """ Conventional color descriptions of stars. Source: https://en.wikipedia.org/wiki/Stellar_classification """ colors = [] for t in teffs: if t >= 7500: colors.append('blue_white') # RGB:CAE1FF elif t >= 6000: colors.append('white') # R...	[ "def", "color", "(", "teffs", ")", ":", "colors", "=", "[", "]", "for", "t", "in", "teffs", ":", "if", "t", ">=", "7500", ":", "colors", ".", "append", "(", "'blue_white'", ")", "# RGB:CAE1FF", "elif", "t", ">=", "6000", ":", "colors", ".", "append...	31.833333	16.5
def _create_default_config_file(self): """ If config file does not exists create and set default values. """ logger.info('Initialize Maya launcher, creating config file...\n') self.add_section(self.DEFAULTS) self.add_section(self.PATTERNS) self.add_section(...	[ "def", "_create_default_config_file", "(", "self", ")", ":", "logger", ".", "info", "(", "'Initialize Maya launcher, creating config file...\\n'", ")", "self", ".", "add_section", "(", "self", ".", "DEFAULTS", ")", "self", ".", "add_section", "(", "self", ".", "PA...	44.304348	17.26087
def moment(year=None, month=None, day=None, hour=None, minute=None, second=None, msec=None, date=None, time=None): """ Create a time column from individual components. Each parameter should be either an integer, or a single-column H2OFrame containing the corresponding time parts for eac...	[ "def", "moment", "(", "year", "=", "None", ",", "month", "=", "None", ",", "day", "=", "None", ",", "hour", "=", "None", ",", "minute", "=", "None", ",", "second", "=", "None", ",", "msec", "=", "None", ",", "date", "=", "None", ",", "time", "=...	55.73913	26.282609
def set_optional_elements(self): """Sets elements considered option by RSS spec""" self.set_categories() self.set_copyright() self.set_generator() self.set_image() self.set_language() self.set_last_build_date() self.set_managing_editor() self.set_p...	[ "def", "set_optional_elements", "(", "self", ")", ":", "self", ".", "set_categories", "(", ")", "self", ".", "set_copyright", "(", ")", "self", ".", "set_generator", "(", ")", "self", ".", "set_image", "(", ")", "self", ".", "set_language", "(", ")", "se...	31.384615	9.923077
def get_all_permissions_views(self): """ Returns a set of tuples with the perm name and view menu name """ perms_views = set() for role in self.get_user_roles(): perms_views.update({(perm_view.permission.name, perm_view.view_menu.name) ...	[ "def", "get_all_permissions_views", "(", "self", ")", ":", "perms_views", "=", "set", "(", ")", "for", "role", "in", "self", ".", "get_user_roles", "(", ")", ":", "perms_views", ".", "update", "(", "{", "(", "perm_view", ".", "permission", ".", "name", "...	41.555556	14.888889
def __duplicate_line_or_selection(self, after_current_line=True): """Duplicate current line or selected text""" cursor = self.textCursor() cursor.beginEditBlock() start_pos, end_pos = self.__save_selection() if to_text_string(cursor.selectedText()): cursor.setPo...	[ "def", "__duplicate_line_or_selection", "(", "self", ",", "after_current_line", "=", "True", ")", ":", "cursor", "=", "self", ".", "textCursor", "(", ")", "cursor", ".", "beginEditBlock", "(", ")", "start_pos", ",", "end_pos", "=", "self", ".", "__save_selecti...	44.230769	14.641026
def _get(self, resource, payload=None): ''' Wrapper around requests.get that shorten caller url and takes care of errors ''' # Avoid dangerous default function argument `{}` payload = payload or {} # Build the request and return json response return requests.get( ...	[ "def", "_get", "(", "self", ",", "resource", ",", "payload", "=", "None", ")", ":", "# Avoid dangerous default function argument `{}`", "payload", "=", "payload", "or", "{", "}", "# Build the request and return json response", "return", "requests", ".", "get", "(", ...	40.181818	17.636364
def get_active_modifiers(self): """ Get a list of active keys. Uses XQueryKeymap. :return: list of charcodemap_t instances """ keys = ctypes.pointer(charcodemap_t()) nkeys = ctypes.c_int(0) _libxdo.xdo_get_active_modifiers( self._xdo, ctypes.byref(ke...	[ "def", "get_active_modifiers", "(", "self", ")", ":", "keys", "=", "ctypes", ".", "pointer", "(", "charcodemap_t", "(", ")", ")", "nkeys", "=", "ctypes", ".", "c_int", "(", "0", ")", "_libxdo", ".", "xdo_get_active_modifiers", "(", "self", ".", "_xdo", "...	32.25	13.416667
def start(self): """ start """ def main_thread(): # create resp, req thread pool self._create_thread_pool() # start connection, this will block until stop() self.conn_thread = Thread(target=self._conn.connect) self.conn_thread.d...	[ "def", "start", "(", "self", ")", ":", "def", "main_thread", "(", ")", ":", "# create resp, req thread pool", "self", ".", "_create_thread_pool", "(", ")", "# start connection, this will block until stop()", "self", ".", "conn_thread", "=", "Thread", "(", "target", ...	30.242424	15.636364
def Clamond(Re, eD, fast=False): r'''Calculates Darcy friction factor using a solution accurate to almost machine precision. Recommended very strongly. For details of the algorithm, see [1]_. Parameters ---------- Re : float Reynolds number, [-] eD : float Relative roug...	[ "def", "Clamond", "(", "Re", ",", "eD", ",", "fast", "=", "False", ")", ":", "X1", "=", "eD", "", "Re", "", "0.1239681863354175460160858261654858382699", "# (log(10)/18.574).evalf(40)", "X2", "=", "log", "(", "Re", ")", "-", "0.77939748845568194064411397016537...	34.942029	27.666667
def tpt(T, A, B, mu=None, qminus=None, qplus=None, rate_matrix=False): r""" Computes the A->B reactive flux using transition path theory (TPT) Parameters ---------- T : (M, M) ndarray or scipy.sparse matrix Transition matrix (default) or Rate matrix (if rate_matrix=True) A : array_like ...	[ "def", "tpt", "(", "T", ",", "A", ",", "B", ",", "mu", "=", "None", ",", "qminus", "=", "None", ",", "qplus", "=", "None", ",", "rate_matrix", "=", "False", ")", ":", "import", "msmtools", ".", "analysis", "as", "msmana", "if", "len", "(", "A", ...	36.142857	20.846154
def get_nodes_with(self, obj): """Return nodes with `obj`.""" result = set() if nx.__version__[0] == "1": nodes = self.nodes_iter() else: nodes = self.nodes for node in nodes: if node[OBJ] == obj: result.add(node) retu...	[ "def", "get_nodes_with", "(", "self", ",", "obj", ")", ":", "result", "=", "set", "(", ")", "if", "nx", ".", "__version__", "[", "0", "]", "==", "\"1\"", ":", "nodes", "=", "self", ".", "nodes_iter", "(", ")", "else", ":", "nodes", "=", "self", "...	24.384615	15.461538
def add_where_when(voevent, coords, obs_time, observatory_location, allow_tz_naive_datetime=False): """ Add details of an observation to the WhereWhen section. We Args: voevent(:class:`Voevent`): Root node of a VOEvent etree. coords(:class:`.Position2D`): Sky co-ordi...	[ "def", "add_where_when", "(", "voevent", ",", "coords", ",", "obs_time", ",", "observatory_location", ",", "allow_tz_naive_datetime", "=", "False", ")", ":", "# .. todo:: Implement TimeError using datetime.timedelta", "if", "obs_time", ".", "tzinfo", "is", "not", "None"...	43.884615	22.692308
def change_same_starting_points(flaglist): """Gets points at which changes begin""" change_points = [] same_points = [] in_change = False if flaglist and not flaglist[0]: same_points.append(0) for x, flag in enumerate(flaglist): if flag and not in_change: change_po...	[ "def", "change_same_starting_points", "(", "flaglist", ")", ":", "change_points", "=", "[", "]", "same_points", "=", "[", "]", "in_change", "=", "False", "if", "flaglist", "and", "not", "flaglist", "[", "0", "]", ":", "same_points", ".", "append", "(", "0"...	25.631579	14.789474
def filter_image_sep2d(image, fh, fv, impl='numpy', padding=None): """Filter an image with a separable filter. Parameters ---------- image : 2D array-like The image to be filtered. It must have a real (vs. complex) dtype. fh, fv : 1D array-like Horizontal (axis 0) and vertical (axis...	[ "def", "filter_image_sep2d", "(", "image", ",", "fh", ",", "fv", ",", "impl", "=", "'numpy'", ",", "padding", "=", "None", ")", ":", "# TODO: generalize for nD", "impl", ",", "impl_in", "=", "str", "(", "impl", ")", ".", "lower", "(", ")", ",", "impl",...	38.076471	19.470588
def bleu_advanced(y_true: List[Any], y_predicted: List[Any], weights: Tuple=(1,), smoothing_function=SMOOTH.method1, auto_reweigh=False, penalty=True) -> float: """Calculate BLEU score Parameters: y_true: list of reference tokens y_predicted: list of query to...	[ "def", "bleu_advanced", "(", "y_true", ":", "List", "[", "Any", "]", ",", "y_predicted", ":", "List", "[", "Any", "]", ",", "weights", ":", "Tuple", "=", "(", "1", ",", ")", ",", "smoothing_function", "=", "SMOOTH", ".", "method1", ",", "auto_reweigh",...	31.413793	21.344828
def decrypt_token(self, username, token): ''' Decrypt a token. ''' version, user_type, _from = self._parse_username(username) if (version > self.maximum_token_version or version < self.minimum_token_version): raise TokenValidationError('Unacceptable to...	[ "def", "decrypt_token", "(", "self", ",", "username", ",", "token", ")", ":", "version", ",", "user_type", ",", "_from", "=", "self", ".", "_parse_username", "(", "username", ")", "if", "(", "version", ">", "self", ".", "maximum_token_version", "or", "vers...	42.727273	16.646465
def _collect_masters_map(self, response): ''' Collect masters map from the network. :return: ''' while True: try: data, addr = self._socket.recvfrom(0x400) if data: if addr not in response: re...	[ "def", "_collect_masters_map", "(", "self", ",", "response", ")", ":", "while", "True", ":", "try", ":", "data", ",", "addr", "=", "self", ".", "_socket", ".", "recvfrom", "(", "0x400", ")", "if", "data", ":", "if", "addr", "not", "in", "response", "...	32.833333	15.944444
def send_status(self, payload): """Send the daemon status and the current queue for displaying.""" answer = {} data = [] # Get daemon status if self.paused: answer['status'] = 'paused' else: answer['status'] = 'running' # Add current queue...	[ "def", "send_status", "(", "self", ",", "payload", ")", ":", "answer", "=", "{", "}", "data", "=", "[", "]", "# Get daemon status", "if", "self", ".", "paused", ":", "answer", "[", "'status'", "]", "=", "'paused'", "else", ":", "answer", "[", "'status'...	33.807692	13.576923
def sign(shared_secret, msg): """Signs a message using a shared secret. :param shared_secret: The shared secret used to sign the message :param msg: The message to sign :return: The signature as a string .. doctest:: >>> from cloud.rpc import sign >>> sign('sEcReT_KeY', 'hello world') ...	[ "def", "sign", "(", "shared_secret", ",", "msg", ")", ":", "if", "isinstance", "(", "msg", ",", "unicode", ")", ":", "msg", "=", "msg", ".", "encode", "(", "'utf8'", ")", "return", "hashlib", ".", "md5", "(", "msg", "+", "shared_secret", ")", ".", ...	27.823529	15.823529
def wgsim(args): """ %prog wgsim fastafile Run dwgsim on fastafile. """ p = OptionParser(wgsim.__doc__) p.add_option("--erate", default=.01, type="float", help="Base error rate of the read [default: %default]") p.add_option("--noerrors", default=False, action="store_true", ...	[ "def", "wgsim", "(", "args", ")", ":", "p", "=", "OptionParser", "(", "wgsim", ".", "__doc__", ")", "p", ".", "add_option", "(", "\"--erate\"", ",", "default", "=", ".01", ",", "type", "=", "\"float\"", ",", "help", "=", "\"Base error rate of the read [def...	31.895833	21.395833
def handle_stream(self, message): """ Acts on message reception :param message: string of an incoming message parse all the fields and builds an Event object that is passed to the callback function """ logging.debug("handle_stream(...)") event = Event() ...	[ "def", "handle_stream", "(", "self", ",", "message", ")", ":", "logging", ".", "debug", "(", "\"handle_stream(...)\"", ")", "event", "=", "Event", "(", ")", "for", "line", "in", "message", ".", "strip", "(", ")", ".", "splitlines", "(", ")", ":", "(", ...	35.837838	13.405405
def hpai_body(self): """ Create a body with HPAI information. This is used for disconnect and connection state requests. """ body = [] # ============ IP Body ========== body.extend([self.channel]) # Communication Channel Id body.extend([0x00]) # Reserverd ...	[ "def", "hpai_body", "(", "self", ")", ":", "body", "=", "[", "]", "# ============ IP Body ==========", "body", ".", "extend", "(", "[", "self", ".", "channel", "]", ")", "# Communication Channel Id", "body", ".", "extend", "(", "[", "0x00", "]", ")", "# Re...	36.944444	15.444444
def u32le_list_to_byte_list(data): """! @brief Convert a word array into a byte array""" res = [] for x in data: res.append((x >> 0) & 0xff) res.append((x >> 8) & 0xff) res.append((x >> 16) & 0xff) res.append((x >> 24) & 0xff) return res	[ "def", "u32le_list_to_byte_list", "(", "data", ")", ":", "res", "=", "[", "]", "for", "x", "in", "data", ":", "res", ".", "append", "(", "(", "x", ">>", "0", ")", "&", "0xff", ")", "res", ".", "append", "(", "(", "x", ">>", "8", ")", "&", "0x...	30.777778	11.111111
def get_alpha(self, x: int, y: int) -> int: """Get the Image alpha of the pixel at x, y. Args: x (int): X pixel of the image. Starting from the left at 0. y (int): Y pixel of the image. Starting from the top at 0. Returns: int: The alpha value of the pixel...	[ "def", "get_alpha", "(", "self", ",", "x", ":", "int", ",", "y", ":", "int", ")", "->", "int", ":", "return", "lib", ".", "TCOD_image_get_alpha", "(", "self", ".", "image_c", ",", "x", ",", "y", ")" ]	37.75	21
def balance_of_contacts(records, weighted=True): """ The balance of interactions per contact. For every contact, the balance is the number of outgoing interactions divided by the total number of interactions (in+out). .. math:: \\forall \\,\\text{contact}\\,c,\\;\\text{balance}\,(c) = \\fra...	[ "def", "balance_of_contacts", "(", "records", ",", "weighted", "=", "True", ")", ":", "counter_out", "=", "defaultdict", "(", "int", ")", "counter", "=", "defaultdict", "(", "int", ")", "for", "r", "in", "records", ":", "if", "r", ".", "direction", "==",...	34.066667	25.333333
def configure_filters(app): """ Configure application filters (jinja2) """ for (name, filter) in _filters.iteritems(): app.jinja_env.filters[name] = filter	[ "def", "configure_filters", "(", "app", ")", ":", "for", "(", "name", ",", "filter", ")", "in", "_filters", ".", "iteritems", "(", ")", ":", "app", ".", "jinja_env", ".", "filters", "[", "name", "]", "=", "filter" ]	33.6	12.8
def docker_windows_reverse_fileuri_adjust(fileuri): # type: (Text) -> (Text) r""" On docker in windows fileuri do not contain : in path To convert this file uri to windows compatible add : after drive letter, so file:///E/var becomes file:///E:/var """ if fileuri is not None and onWindows():...	[ "def", "docker_windows_reverse_fileuri_adjust", "(", "fileuri", ")", ":", "# type: (Text) -> (Text)", "if", "fileuri", "is", "not", "None", "and", "onWindows", "(", ")", ":", "if", "urllib", ".", "parse", ".", "urlsplit", "(", "fileuri", ")", ".", "scheme", "=...	39.25	9.4375
def update_segment(self, selector, base, size, perms): """ Only useful for setting FS right now. """ logger.info("Updating selector %s to 0x%02x (%s bytes) (%s)", selector, base, size, perms) if selector == 99: self.set_fs(base) else: logger.error("No way to write...	[ "def", "update_segment", "(", "self", ",", "selector", ",", "base", ",", "size", ",", "perms", ")", ":", "logger", ".", "info", "(", "\"Updating selector %s to 0x%02x (%s bytes) (%s)\"", ",", "selector", ",", "base", ",", "size", ",", "perms", ")", "if", "se...	48.285714	21.285714
def event_return(events): ''' Return event to Pg server Requires that configuration be enabled via 'event_return' option in master config. ''' with _get_serv(events, commit=True) as cur: for event in events: tag = event.get('tag', '') data = event.get('data', '')...	[ "def", "event_return", "(", "events", ")", ":", "with", "_get_serv", "(", "events", ",", "commit", "=", "True", ")", "as", "cur", ":", "for", "event", "in", "events", ":", "tag", "=", "event", ".", "get", "(", "'tag'", ",", "''", ")", "data", "=", ...	38.066667	19.133333
def delete_alert(self, id, **kwargs): # noqa: E501 """Delete a specific alert # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.delete_alert(id, async_req=True)...	[ "def", "delete_alert", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "delete_alert_wi...	39.857143	17.333333
def drawOverlay(self, painter, option, rect, icon): """ Draws the overlay pixmap for this item. :param painter \| <QtGui.QPainter> option \| <QtGui.QSylteOptionIndex> rect \| <QtCore.QRect> pixmap \| <QtGui.QIcon> ...	[ "def", "drawOverlay", "(", "self", ",", "painter", ",", "option", ",", "rect", ",", "icon", ")", ":", "if", "icon", "and", "not", "icon", ".", "isNull", "(", ")", ":", "painter", ".", "drawPixmap", "(", "rect", ",", "icon", ".", "pixmap", "(", "rec...	40.181818	11.090909
def get_hosts_unfinished(self, scan_id): """ Get a list of finished hosts.""" unfinished_hosts = list() for target in self.scans_table[scan_id]['finished_hosts']: unfinished_hosts.extend(target_str_to_list(target)) for target in self.scans_table[scan_id]['finished_hosts']: ...	[ "def", "get_hosts_unfinished", "(", "self", ",", "scan_id", ")", ":", "unfinished_hosts", "=", "list", "(", ")", "for", "target", "in", "self", ".", "scans_table", "[", "scan_id", "]", "[", "'finished_hosts'", "]", ":", "unfinished_hosts", ".", "extend", "("...	42	19.090909
def load_template(filename): # type: (str) -> str """ Load template from file. The templates are part of the package and must be included as ``package_data`` in project ``setup.py``. Args: filename (str): The template path. Relative to `peltak` package directory. Returns: ...	[ "def", "load_template", "(", "filename", ")", ":", "# type: (str) -> str", "template_file", "=", "os", ".", "path", ".", "join", "(", "PKG_DIR", ",", "'templates'", ",", "filename", ")", "with", "open", "(", "template_file", ")", "as", "fp", ":", "return", ...	28.588235	19.823529
def set_element_text_by_attr_key(self, attr_key, el_text, el_idx=0): """ Args: attr_key : str Name of attribute for which to search el_text : str Text to set for element. el_idx : int Index of element to use in the event that there are multiple sibling ele...	[ "def", "set_element_text_by_attr_key", "(", "self", ",", "attr_key", ",", "el_text", ",", "el_idx", "=", "0", ")", ":", "self", ".", "get_element_by_attr_key", "(", "attr_key", ",", "el_idx", ")", ".", "text", "=", "el_text" ]	29.285714	20.285714
def get_features(self, jid): """ Return the features supported by a service. :param jid: Address of the PubSub service to query. :type jid: :class:`aioxmpp.JID` :return: Set of supported features :rtype: set containing :class:`~.pubsub.xso.Feature` enumeration ...	[ "def", "get_features", "(", "self", ",", "jid", ")", ":", "response", "=", "yield", "from", "self", ".", "_disco", ".", "query_info", "(", "jid", ")", "result", "=", "set", "(", ")", "for", "feature", "in", "response", ".", "features", ":", "try", ":...	36.222222	20.222222
def __filter_non_working_providers(self): ''' Remove any mis-configured cloud providers from the available listing ''' for alias, drivers in six.iteritems(self.opts['providers'].copy()): for driver in drivers.copy(): fun = '{0}.get_configured_provider'.format(...	[ "def", "__filter_non_working_providers", "(", "self", ")", ":", "for", "alias", ",", "drivers", "in", "six", ".", "iteritems", "(", "self", ".", "opts", "[", "'providers'", "]", ".", "copy", "(", ")", ")", ":", "for", "driver", "in", "drivers", ".", "c...	46.914894	22.446809
def close(self): """ Clean up files that were created. """ if self.file: self.file.close() self.file = None # If temp_file is a folder, we do not remove it because we may # still need it after the unpickler is disposed if self.tmp_file and...	[ "def", "close", "(", "self", ")", ":", "if", "self", ".", "file", ":", "self", ".", "file", ".", "close", "(", ")", "self", ".", "file", "=", "None", "# If temp_file is a folder, we do not remove it because we may", "# still need it after the unpickler is disposed", ...	31.615385	14.076923
def get_module_class(self): """Return the module and class as a tuple of the given class in the initializer. :param reload: if ``True`` then reload the module before returning the class """ pkg, cname = self.parse_module_class() logger.debug(f'pkg: {pkg}, class:...	[ "def", "get_module_class", "(", "self", ")", ":", "pkg", ",", "cname", "=", "self", ".", "parse_module_class", "(", ")", "logger", ".", "debug", "(", "f'pkg: {pkg}, class: {cname}'", ")", "pkg", "=", "pkg", ".", "split", "(", "'.'", ")", "mod", "=", "red...	33.888889	16.666667
def convert_plugin_def(http_method, funcs): """ This function parses one of the elements of the definitions dict for a plugin and extracts the relevant information :param http_method: HTTP method that uses (GET, POST, DELETE, ...) :param funcs: functions related to that HTTP met...	[ "def", "convert_plugin_def", "(", "http_method", ",", "funcs", ")", ":", "methods", "=", "[", "]", "if", "http_method", "not", "in", "(", "'GET'", ",", "'PUT'", ",", "'POST'", ",", "'DELETE'", ")", ":", "logger", ".", "error", "(", "'Plugin load failure, H...	38.545455	16.060606
def clan_badge_url(self): '''Returns clan badge url''' if self.clan_tag is None: return None url = self.raw_data.get('clan').get('badge').get('url') if not url: return None return "http://api.cr-api.com" + url	[ "def", "clan_badge_url", "(", "self", ")", ":", "if", "self", ".", "clan_tag", "is", "None", ":", "return", "None", "url", "=", "self", ".", "raw_data", ".", "get", "(", "'clan'", ")", ".", "get", "(", "'badge'", ")", ".", "get", "(", "'url'", ")",...	33.25	13.5
def positions(weights, period, freq=None): """ Builds net position values time series, the portfolio percentage invested in each position. Parameters ---------- weights: pd.Series pd.Series containing factor weights, the index contains timestamps at which the trades are computed...	[ "def", "positions", "(", "weights", ",", "period", ",", "freq", "=", "None", ")", ":", "weights", "=", "weights", ".", "unstack", "(", ")", "if", "not", "isinstance", "(", "period", ",", "pd", ".", "Timedelta", ")", ":", "period", "=", "pd", ".", "...	35.9375	23.458333
def multiply(self, other): """Return the QuantumChannel self + other. Args: other (complex): a complex number. Returns: Chi: the scalar multiplication other * self as a Chi object. Raises: QiskitError: if other is not a valid scalar. """ ...	[ "def", "multiply", "(", "self", ",", "other", ")", ":", "if", "not", "isinstance", "(", "other", ",", "Number", ")", ":", "raise", "QiskitError", "(", "\"other is not a number\"", ")", "return", "Chi", "(", "other", "*", "self", ".", "_data", ",", "self"...	31.666667	20.933333
def det(matrix): '''Seem sto work fine. >> from sympy import * >> from sympy.abc import * >> Matrix([[a, b], [c, d]]).det() ad - bc >> Matrix([[a, b, c], [d, e, f], [g, h, i]]).det() aei - afh - bdi + bfg + cdh - ceg A few terms can be slightly factored out of the...	[ "def", "det", "(", "matrix", ")", ":", "size", "=", "len", "(", "matrix", ")", "if", "size", "==", "1", ":", "return", "matrix", "[", "0", "]", "elif", "size", "==", "2", ":", "(", "a", ",", "b", ")", ",", "(", "c", ",", "d", ")", "=", "m...	32.902098	25.041958
def batch_at(features, labels, seq_begins, seq_lengths): '''Extract a single batch of data to pass to the model being trained. Parameters ---------- features, labels : ndarray Arrays of the input features and target labels. seq_begins : ndarray Array of the start offsets of the spee...	[ "def", "batch_at", "(", "features", ",", "labels", ",", "seq_begins", ",", "seq_lengths", ")", ":", "length", "=", "seq_lengths", ".", "max", "(", ")", "feat", "=", "np", ".", "zeros", "(", "(", "BATCH_SIZE", ",", "length", ",", "features", ".", "shape...	40.62069	22.413793
def decode_bytes(f): """Decode a buffer length from a 2-byte unsigned int then read the subsequent bytes. Parameters ---------- f: file File-like object with read method. Raises ------ UnderflowDecodeError When the end of stream is encountered before the end of the ...	[ "def", "decode_bytes", "(", "f", ")", ":", "buf", "=", "f", ".", "read", "(", "FIELD_U16", ".", "size", ")", "if", "len", "(", "buf", ")", "<", "FIELD_U16", ".", "size", ":", "raise", "UnderflowDecodeError", "(", ")", "(", "num_bytes", ",", ")", "=...	21.914286	20.571429
def createElementNS(self, namespace, qname): ''' Keyword arguments: namespace -- namespace of element to create qname -- qualified name of new element ''' document = self._getOwnerDocument() node = document.createElementNS(namespace, qname) return ...	[ "def", "createElementNS", "(", "self", ",", "namespace", ",", "qname", ")", ":", "document", "=", "self", ".", "_getOwnerDocument", "(", ")", "node", "=", "document", ".", "createElementNS", "(", "namespace", ",", "qname", ")", "return", "ElementProxy", "(",...	37.666667	13.666667
def purge(self, connection): """Remove the connection from rotation""" self._checkpid() if connection.pid == self.pid: idx = connection._pattern_idx if connection in self._in_use_connections[idx]: self._in_use_connections[idx].remove(connection) ...	[ "def", "purge", "(", "self", ",", "connection", ")", ":", "self", ".", "_checkpid", "(", ")", "if", "connection", ".", "pid", "==", "self", ".", "pid", ":", "idx", "=", "connection", ".", "_pattern_idx", "if", "connection", "in", "self", ".", "_in_use_...	42.2	12.9
def initialize_ui(self): """ Initializes the Component ui. :return: Method success. :rtype: bool """ LOGGER.debug("> Initializing '{0}' Component ui.".format(self.__class__.__name__)) self.__model = ProjectsModel(self, default_project=self.__default_project) ...	[ "def", "initialize_ui", "(", "self", ")", ":", "LOGGER", ".", "debug", "(", "\"> Initializing '{0}' Component ui.\"", ".", "format", "(", "self", ".", "__class__", ".", "__name__", ")", ")", "self", ".", "__model", "=", "ProjectsModel", "(", "self", ",", "de...	55.986842	33.223684
async def _create_remote_user(self, **payload): """ This method creates a service record in the remote user service with the given email. Args: uid (str): the user identifier to create Returns: (dict): a summary of the user that was...	[ "async", "def", "_create_remote_user", "(", "self", ",", "", "", "payload", ")", ":", "# the action for reading user entries", "read_action", "=", "get_crud_action", "(", "method", "=", "'create'", ",", "model", "=", "'user'", ")", "# see if there is a matching user...	36.105263	14.105263
def _verify_sector_identifier(self, request): """ Verify `sector_identifier_uri` is reachable and that it contains `redirect_uri`s. :param request: Provider registration request :return: si_redirects, sector_id :raises: InvalidSectorIdentifier """ si_url...	[ "def", "_verify_sector_identifier", "(", "self", ",", "request", ")", ":", "si_url", "=", "request", "[", "\"sector_identifier_uri\"", "]", "try", ":", "res", "=", "self", ".", "endpoint_context", ".", "httpc", ".", "get", "(", "si_url", ")", "except", "Exce...	34.971429	18.971429
def get_kernel_data(self): """Get the kernel data needed for this optimization routine to work.""" return { 'nmsimplex_scratch': LocalMemory( 'mot_float_type', self._nmr_parameters * 2 + (self._nmr_parameters + 1) ** 2 + 1), 'initial_simplex_scale': LocalMemory('m...	[ "def", "get_kernel_data", "(", "self", ")", ":", "return", "{", "'nmsimplex_scratch'", ":", "LocalMemory", "(", "'mot_float_type'", ",", "self", ".", "_nmr_parameters", "", "2", "+", "(", "self", ".", "_nmr_parameters", "+", "1", ")", "*", "2", "+", "1",...	51.571429	25.714286
def parse_conf(self, keys=[]): """Parse configuration values from the database. The extension must have been previously initialized. If a key is not found in the database, it will be created with the default value specified. Arguments: keys (list[str]): list of key...	[ "def", "parse_conf", "(", "self", ",", "keys", "=", "[", "]", ")", ":", "confs", "=", "self", ".", "app", ".", "config", ".", "get", "(", "'WAFFLE_CONFS'", ",", "{", "}", ")", "if", "not", "keys", ":", "keys", "=", "confs", ".", "keys", "(", ")...	29.511111	21.311111
def create_graph_from_data(self, data): """Run the algorithm on data. Args: data (pandas.DataFrame): DataFrame containing the data Returns: networkx.DiGraph: Solution given by the algorithm. """ # Building setup w/ arguments. self.arguments['{SC...	[ "def", "create_graph_from_data", "(", "self", ",", "data", ")", ":", "# Building setup w/ arguments.", "self", ".", "arguments", "[", "'{SCORE}'", "]", "=", "self", ".", "score", "self", ".", "arguments", "[", "'{VERBOSE}'", "]", "=", "str", "(", "self", "."...	33.238095	18.47619
def upload_as_text(name, filename): """ Upload the IPList as text from a file. :param str name: name of IPList :param str filename: name of text file to upload :return: None """ location = list(IPList.objects.filter(name)) if location: iplist = location[0] return iplist...	[ "def", "upload_as_text", "(", "name", ",", "filename", ")", ":", "location", "=", "list", "(", "IPList", ".", "objects", ".", "filter", "(", "name", ")", ")", "if", "location", ":", "iplist", "=", "location", "[", "0", "]", "return", "iplist", ".", "...	29.166667	12.75
def _get_session(team, timeout=None): """ Creates a session or returns an existing session. """ global _sessions # pylint:disable=C0103 session = _sessions.get(team) if session is None: auth = _create_auth(team, timeout) _sessions[team] = session = _create_session(team...	[ "def", "_get_session", "(", "team", ",", "timeout", "=", "None", ")", ":", "global", "_sessions", "# pylint:disable=C0103", "session", "=", "_sessions", ".", "get", "(", "team", ")", "if", "session", "is", "None", ":", "auth", "=", "_create_auth", "(", "te...	28.230769	14.692308
def open_file(link, session=None, stream=True): """ Open local or remote file for reading. :type link: pip._internal.index.Link or str :type session: requests.Session :param bool stream: Try to stream if remote, default True :raises ValueError: If link points to a local directory. :return: ...	[ "def", "open_file", "(", "link", ",", "session", "=", "None", ",", "stream", "=", "True", ")", ":", "if", "not", "isinstance", "(", "link", ",", "six", ".", "string_types", ")", ":", "try", ":", "link", "=", "link", ".", "url_without_fragment", "except...	34.533333	16.044444
def get_cache_key(self, name, filename=None): """Returns the unique hash key for this template name.""" hash = sha1(name.encode('utf-8')) if filename is not None: filename = '\|' + filename if isinstance(filename, text_type): filename = filename.encode('utf...	[ "def", "get_cache_key", "(", "self", ",", "name", ",", "filename", "=", "None", ")", ":", "hash", "=", "sha1", "(", "name", ".", "encode", "(", "'utf-8'", ")", ")", "if", "filename", "is", "not", "None", ":", "filename", "=", "'\|'", "+", "filename", ...	42.444444	5.666667
def exception_handler(exctype, value, traceback): """ This exception handler catches KeyboardInterrupt to cancel the Runner and also stops the Runner in case of an error. """ if exctype == KeyboardInterrupt: pypro.console.out('') # Adds a new line after Ctrl+C character pypro.consol...	[ "def", "exception_handler", "(", "exctype", ",", "value", ",", "traceback", ")", ":", "if", "exctype", "==", "KeyboardInterrupt", ":", "pypro", ".", "console", ".", "out", "(", "''", ")", "# Adds a new line after Ctrl+C character", "pypro", ".", "console", ".", ...	37.923077	13.615385
def display_date(d): """ Render a date/datetime (d) as a date, using the SPECTATOR_DATE_FORMAT setting. Wrap the output in a <time> tag. Time tags: http://www.brucelawson.co.uk/2012/best-of-time/ """ stamp = d.strftime('%Y-%m-%d') visible_date = d.strftime(app_settings.DATE_FORMAT) ret...	[ "def", "display_date", "(", "d", ")", ":", "stamp", "=", "d", ".", "strftime", "(", "'%Y-%m-%d'", ")", "visible_date", "=", "d", ".", "strftime", "(", "app_settings", ".", "DATE_FORMAT", ")", "return", "format_html", "(", "'<time datetime=\"%(stamp)s\">%(visible...	32.928571	17.928571
def format_hep(citation_elements): """Format hep-th report numbers with a dash e.g. replaces hep-th-9711200 with hep-th/9711200 """ prefixes = ('astro-ph-', 'hep-th-', 'hep-ph-', 'hep-ex-', 'hep-lat-', 'math-ph-') for el in citation_elements: if el['type'] == 'REPORTNUMBER':...	[ "def", "format_hep", "(", "citation_elements", ")", ":", "prefixes", "=", "(", "'astro-ph-'", ",", "'hep-th-'", ",", "'hep-ph-'", ",", "'hep-ex-'", ",", "'hep-lat-'", ",", "'math-ph-'", ")", "for", "el", "in", "citation_elements", ":", "if", "el", "[", "'typ...	39.071429	13.642857
def set_file_limits(n): ''' Set the limit on number of file descriptors that this process can open. ''' try: resource.setrlimit(resource.RLIMIT_NOFILE, (n, n)) return True except ValueError: return False	[ "def", "set_file_limits", "(", "n", ")", ":", "try", ":", "resource", ".", "setrlimit", "(", "resource", ".", "RLIMIT_NOFILE", ",", "(", "n", ",", "n", ")", ")", "return", "True", "except", "ValueError", ":", "return", "False" ]	20.166667	24
def polarization_vector(phi, theta, alpha, beta, p): r"""This function returns a unitary vector describing the polarization of plane waves. It recieves as arguments: phi .- The spherical coordinates azimuthal angle of the wave vector k. theta .- The spherical coordinates polar angle of the wave vecto...	[ "def", "polarization_vector", "(", "phi", ",", "theta", ",", "alpha", ",", "beta", ",", "p", ")", ":", "epsilon", "=", "Matrix", "(", "[", "cos", "(", "2", "", "beta", ")", ",", "p", "", "I", "", "sin", "(", "2", "", "beta", ")", ",", "0"...	33.396825	23.634921
def emit(self, event, args, *kwargs): """Emit a server generated SocketIO event. This function emits a SocketIO event to one or more connected clients. A JSON blob can be attached to the event as payload. This function can be used outside of a SocketIO event context, so it is appropri...	[ "def", "emit", "(", "self", ",", "event", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "namespace", "=", "kwargs", ".", "pop", "(", "'namespace'", ",", "'/'", ")", "room", "=", "kwargs", ".", "pop", "(", "'room'", ",", "None", ")", "inclu...	55.45	23.625
def _randomize(coeffs, radixes, seed=None): """Applies the Owen (2017) randomization to the coefficients.""" given_dtype = coeffs.dtype coeffs = tf.cast(coeffs, dtype=tf.int32) num_coeffs = tf.shape(input=coeffs)[-1] radixes = tf.reshape(tf.cast(radixes, dtype=tf.int32), shape=[-1]) stream = distributions.S...	[ "def", "_randomize", "(", "coeffs", ",", "radixes", ",", "seed", "=", "None", ")", ":", "given_dtype", "=", "coeffs", ".", "dtype", "coeffs", "=", "tf", ".", "cast", "(", "coeffs", ",", "dtype", "=", "tf", ".", "int32", ")", "num_coeffs", "=", "tf", ...	52.466667	12.466667
def get_lists(self, **query_params): ''' Get the lists attached to this board. Returns a list of List objects. Returns: list(List): The lists attached to this board ''' lists = self.get_lists_json(self.base_uri, query_params=query_params) lists_list = [] ...	[ "def", "get_lists", "(", "self", ",", "", "", "query_params", ")", ":", "lists", "=", "self", ".", "get_lists_json", "(", "self", ".", "base_uri", ",", "query_params", "=", "query_params", ")", "lists_list", "=", "[", "]", "for", "list_json", "in", "li...	30.071429	25.357143
def backing_file(self): """ When using linked clone this will return the path to the base image :returns: None if it's not a linked clone, the path otherwise """ with open(self._path, 'rb') as f: f.seek(self.backing_file_offset) content = f.read(self.bac...	[ "def", "backing_file", "(", "self", ")", ":", "with", "open", "(", "self", ".", "_path", ",", "'rb'", ")", "as", "f", ":", "f", ".", "seek", "(", "self", ".", "backing_file_offset", ")", "content", "=", "f", ".", "read", "(", "self", ".", "backing_...	28.333333	18.6
def _set_user_password(self, v, load=False): """ Setter method for user_password, mapped from YANG variable /username/user_password (user-passwd) If this variable is read-only (config: false) in the source YANG file, then _set_user_password is considered as a private method. Backends looking to popu...	[ "def", "_set_user_password", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "...	78.545455	36.454545
def diff_prettyHtml(self, diffs): """Convert a diff array into a pretty HTML report. Args: diffs: Array of diff tuples. Returns: HTML representation. """ html = [] for (op, data) in diffs: text = (data.replace("&", "&").replace("<", "<") .replace(">", ...	[ "def", "diff_prettyHtml", "(", "self", ",", "diffs", ")", ":", "html", "=", "[", "]", "for", "(", "op", ",", "data", ")", "in", "diffs", ":", "text", "=", "(", "data", ".", "replace", "(", "\"&\"", ",", "\"&\"", ")", ".", "replace", "(", "\"<...	32.9	18.05

def stack_push(self, value: Union[int, bytes]) -> None: """ Push ``value`` onto the stack. Raise `eth.exceptions.StackDepthLimit` if the stack is full. """ return self._stack.push(value)

[ "def", "stack_push", "(", "self", ",", "value", ":", "Union", "[", "int", ",", "bytes", "]", ")", "->", "None", ":", "return", "self", ".", "_stack", ".", "push", "(", "value", ")" ]

31.571429

12.428571

def add_form_widget_attr(field, attr_name, attr_value, replace=0): """ Adds widget attributes to a bound form field. This is helpful if you would like to add a certain class to all your forms (i.e. `form-control` to all form fields when you are using Bootstrap):: {% load libs_tags %} {...

[ "def", "add_form_widget_attr", "(", "field", ",", "attr_name", ",", "attr_value", ",", "replace", "=", "0", ")", ":", "if", "not", "replace", ":", "attr", "=", "field", ".", "field", ".", "widget", ".", "attrs", ".", "get", "(", "attr_name", ",", "''",...

33.586207

23.793103

def validate(self): """Validate workflow object. This method currently validates the workflow object with the use of cwltool. It writes the workflow to a tmp CWL file, reads it, validates it and removes the tmp file again. By default, the workflow is written to file using absolu...

[ "def", "validate", "(", "self", ")", ":", "# define tmpfile", "(", "fd", ",", "tmpfile", ")", "=", "tempfile", ".", "mkstemp", "(", ")", "os", ".", "close", "(", "fd", ")", "try", ":", "# save workflow object to tmpfile,", "# do not recursively call validate fun...

39.65

18.3

def get_max_posteriors(self, parameters=None, squeeze=True, chains=None): """ Gets the maximum posterior point in parameter space from the passed parameters. Requires the chains to have set `posterior` values. Parameters ---------- parameters : str|list[str] ...

[ "def", "get_max_posteriors", "(", "self", ",", "parameters", "=", "None", ",", "squeeze", "=", "True", ",", "chains", "=", "None", ")", ":", "results", "=", "[", "]", "if", "chains", "is", "None", ":", "chains", "=", "self", ".", "parent", ".", "chai...

35.382979

19.276596

def start_app_and_connect(self): """Starts snippet apk on the device and connects to it. This wraps the main logic with safe handling Raises: AppStartPreCheckError, when pre-launch checks fail. """ try: self._start_app_and_connect() except AppSta...

[ "def", "start_app_and_connect", "(", "self", ")", ":", "try", ":", "self", ".", "_start_app_and_connect", "(", ")", "except", "AppStartPreCheckError", ":", "# Precheck errors don't need cleanup, directly raise.", "raise", "except", "Exception", "as", "e", ":", "# Log th...

38.458333

19.791667

def align_to_sort_bam(fastq1, fastq2, aligner, data): """Align to the named genome build, returning a sorted BAM file. """ names = data["rgnames"] align_dir_parts = [data["dirs"]["work"], "align", names["sample"]] if data.get("disambiguate"): align_dir_parts.append(data["disambiguate"]["geno...

[ "def", "align_to_sort_bam", "(", "fastq1", ",", "fastq2", ",", "aligner", ",", "data", ")", ":", "names", "=", "data", "[", "\"rgnames\"", "]", "align_dir_parts", "=", "[", "data", "[", "\"dirs\"", "]", "[", "\"work\"", "]", ",", "\"align\"", ",", "names...

51.071429

19.464286

def bin(self): """ Get the command used to run the tool. Returns ------- command : str The tool system command. """ if self.local_bin: return self.local_bin else: return self.config.bin(self.name)

[ "def", "bin", "(", "self", ")", ":", "if", "self", ".", "local_bin", ":", "return", "self", ".", "local_bin", "else", ":", "return", "self", ".", "config", ".", "bin", "(", "self", ".", "name", ")" ]

21.923077

15.153846

def _print_result_info(traces, events): """ Print a summary of the returned (voltage) traces and spike times """ print_v('Returning %i traces:'%len(traces)) for r in sorted(traces.keys()): x = traces[r] print_v(' %s (%s): %s -> %s (min: %s, max: %s, len: %i)'%(r, type(x), x[0],x[-1]...

[ "def", "_print_result_info", "(", "traces", ",", "events", ")", ":", "print_v", "(", "'Returning %i traces:'", "%", "len", "(", "traces", ")", ")", "for", "r", "in", "sorted", "(", "traces", ".", "keys", "(", ")", ")", ":", "x", "=", "traces", "[", "...

45.583333

19.25

def get_my_choices_projects(): """ Retrieves all projects in the system for the project management page """ proj_list = Project.objects.all() proj_tuple = [] counter = 1 for proj in proj_list: proj_tuple.append((counter, proj)) counter = counter + 1 return proj_tuple

[ "def", "get_my_choices_projects", "(", ")", ":", "proj_list", "=", "Project", ".", "objects", ".", "all", "(", ")", "proj_tuple", "=", "[", "]", "counter", "=", "1", "for", "proj", "in", "proj_list", ":", "proj_tuple", ".", "append", "(", "(", "counter",...

25.75

12.166667

def create_logical_relationship(manager, logical_handle_id, other_handle_id, rel_type): """ Makes relationship between the two nodes and returns the relationship. If a relationship is not possible NoRelationshipPossible exception is raised. """ other_meta_type = get_node_meta_type(manager, other...

[ "def", "create_logical_relationship", "(", "manager", ",", "logical_handle_id", ",", "other_handle_id", ",", "rel_type", ")", ":", "other_meta_type", "=", "get_node_meta_type", "(", "manager", ",", "other_handle_id", ")", "if", "rel_type", "==", "'Depends_on'", ":", ...

57.642857

28.928571

def packexe(exefile, srcdir): """Pack the files in srcdir into exefile using 7z. Requires that stub files are available in checkouts/stubs""" exefile = cygpath(os.path.abspath(exefile)) appbundle = exefile + ".app.7z" # Make sure that appbundle doesn't already exist # We don't want to risk app...

[ "def", "packexe", "(", "exefile", ",", "srcdir", ")", ":", "exefile", "=", "cygpath", "(", "os", ".", "path", ".", "abspath", "(", "exefile", ")", ")", "appbundle", "=", "exefile", "+", "\".app.7z\"", "# Make sure that appbundle doesn't already exist", "# We don...

31.375

20.208333

def setMinimumSize(self, *args): """ Sets the minimum size value to the inputed size and emits the \ sizeConstraintChanged signal. :param *args | <tuple> """ super(XView, self).setMinimumSize(*args) if ( not self.signalsBlocked() ): ...

[ "def", "setMinimumSize", "(", "self", ",", "*", "args", ")", ":", "super", "(", "XView", ",", "self", ")", ".", "setMinimumSize", "(", "*", "args", ")", "if", "(", "not", "self", ".", "signalsBlocked", "(", ")", ")", ":", "self", ".", "sizeConstraint...

31.545455

11.363636

def build(self, force=False): "Create the image gallery" if not self.albums: self.logger.warning("No albums found.") return def log_func(x): # 63 is the total length of progressbar, label, percentage, etc available_length = get_terminal_size()[0]...

[ "def", "build", "(", "self", ",", "force", "=", "False", ")", ":", "if", "not", "self", ".", "albums", ":", "self", ".", "logger", ".", "warning", "(", "\"No albums found.\"", ")", "return", "def", "log_func", "(", "x", ")", ":", "# 63 is the total lengt...

41.536585

18.414634

def assert_visible(self, locator, msg=None): """ Hard assert for whether and element is present and visible in the current window/frame :params locator: the locator of the element to search for :params msg: (Optional) msg explaining the difference """ e = driver.find_ele...

[ "def", "assert_visible", "(", "self", ",", "locator", ",", "msg", "=", "None", ")", ":", "e", "=", "driver", ".", "find_elements_by_locator", "(", "locator", ")", "if", "len", "(", "e", ")", "==", "0", ":", "raise", "AssertionError", "(", "\"Element at %...

42.272727

19.545455

def winning_name(self): """ Returns a ``string`` of the winning team's name, such as 'Houston Astros'. """ if self.winner == HOME: return self._home_name.text() return self._away_name.text()

[ "def", "winning_name", "(", "self", ")", ":", "if", "self", ".", "winner", "==", "HOME", ":", "return", "self", ".", "_home_name", ".", "text", "(", ")", "return", "self", ".", "_away_name", ".", "text", "(", ")" ]

30.375

10.875

def import_task_modules(): """ Import all installed apps and add modules to registry """ top_level_modules = settings.INSTALLED_APPS module_names = [] for module in top_level_modules: #Import package mod = import_module(module) #Find all modules in package path fo...

[ "def", "import_task_modules", "(", ")", ":", "top_level_modules", "=", "settings", ".", "INSTALLED_APPS", "module_names", "=", "[", "]", "for", "module", "in", "top_level_modules", ":", "#Import package", "mod", "=", "import_module", "(", "module", ")", "#Find all...

42

14.666667

def plot_gain_offsets(dio_cross,dio_chan_per_coarse=8,feedtype='l',ax1=None,ax2=None,legend=True,**kwargs): ''' Plots the calculated gain offsets of each coarse channel along with the time averaged power spectra of the X and Y feeds ''' #Get ON-OFF ND spectra Idiff,Qdiff,Udiff,Vdiff,freqs = get_...

[ "def", "plot_gain_offsets", "(", "dio_cross", ",", "dio_chan_per_coarse", "=", "8", ",", "feedtype", "=", "'l'", ",", "ax1", "=", "None", ",", "ax2", "=", "None", ",", "legend", "=", "True", ",", "*", "*", "kwargs", ")", ":", "#Get ON-OFF ND spectra", "I...

35.510204

20.244898

def from_dict(cls, d): """ Construct a MSONable AdfKey object from the JSON dict. Parameters ---------- d : dict A dict of saved attributes. Returns ------- adfkey : AdfKey An AdfKey object recovered from the JSON dict ``d``. ...

[ "def", "from_dict", "(", "cls", ",", "d", ")", ":", "key", "=", "d", ".", "get", "(", "\"name\"", ")", "options", "=", "d", ".", "get", "(", "\"options\"", ",", "None", ")", "subkey_list", "=", "d", ".", "get", "(", "\"subkeys\"", ",", "[", "]", ...

26.521739

18.26087

def cleanse(self): """Clean up some terms, like ensuring that the name is a slug""" from .util import slugify self.ensure_identifier() try: self.update_name() except MetatabError: identifier = self['Root'].find_first('Root.Identifier') name...

[ "def", "cleanse", "(", "self", ")", ":", "from", ".", "util", "import", "slugify", "self", ".", "ensure_identifier", "(", ")", "try", ":", "self", ".", "update_name", "(", ")", "except", "MetatabError", ":", "identifier", "=", "self", "[", "'Root'", "]",...

30.7

22.4

def is_subscribed_list(self, list_id, user_id): """ Check if user is a subscribed of specified list :param list_id: list ID number :param user_id: user ID number :return: :code:`True` if user is subscribed of list, :code:`False` otherwise """ try: ret...

[ "def", "is_subscribed_list", "(", "self", ",", "list_id", ",", "user_id", ")", ":", "try", ":", "return", "bool", "(", "self", ".", "_client", ".", "show_list_subscriber", "(", "list_id", "=", "list_id", ",", "user_id", "=", "user_id", ")", ")", "except", ...

38.285714

19

def total_seconds(delta): """Return the total seconds of datetime.timedelta object. Compute total seconds of datetime.timedelta, datetime.timedelta doesn't have method total_seconds in Python2.6, calculate it manually. """ try: return delta.total_seconds() except AttributeError: ...

[ "def", "total_seconds", "(", "delta", ")", ":", "try", ":", "return", "delta", ".", "total_seconds", "(", ")", "except", "AttributeError", ":", "return", "(", "(", "delta", ".", "days", "*", "24", "*", "3600", ")", "+", "delta", ".", "seconds", "+", ...

37.818182

18

def save(self, *args, **kwargs): """ Saves the topic instance. """ # It is vital to track the changes of the forum associated with a topic in order to # maintain counters up-to-date. old_instance = None if self.pk: old_instance = self.__class__._default_manager.get(pk...

[ "def", "save", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "# It is vital to track the changes of the forum associated with a topic in order to", "# maintain counters up-to-date.", "old_instance", "=", "None", "if", "self", ".", "pk", ":", "old_ins...

41.363636

20.045455

def _extract_multimap_field(blob, name): '''Extracts multimap fields. Values can either be a scalar string or a list of strings. We need to parse both. For example: example: a: foo/ b: - bar/ - baz/''' message = ('"{}" field must be a map whose values are ...

[ "def", "_extract_multimap_field", "(", "blob", ",", "name", ")", ":", "message", "=", "(", "'\"{}\" field must be a map whose values are either a string or '", "'list of strings.'", ".", "format", "(", "name", ")", ")", "raw_map", "=", "typesafe_pop", "(", "blob", ","...

42.56

17.6

def wait(self, timeout=None): """ Wait for the job to complete, or a timeout to happen. Args: timeout: how long to wait before giving up (in seconds); default None which means no timeout. Returns: The Job """ if self._future: try: # Future.exception() will return rather t...

[ "def", "wait", "(", "self", ",", "timeout", "=", "None", ")", ":", "if", "self", ".", "_future", ":", "try", ":", "# Future.exception() will return rather than raise any exception so we use it.", "self", ".", "_future", ".", "exception", "(", "timeout", ")", "exce...

29.68

19.68

def __calculate_dataset_difference(self, index_point): """! @brief Calculate distance from each object to specified object. @param[in] index_point (uint): Index point for which difference with other points is calculated. @return (list) Distance to each object from input data from...

[ "def", "__calculate_dataset_difference", "(", "self", ",", "index_point", ")", ":", "if", "self", ".", "__metric", ".", "get_type", "(", ")", "!=", "type_metric", ".", "USER_DEFINED", ":", "dataset_differences", "=", "self", ".", "__metric", "(", "self", ".", ...

40.8125

32.625

def pprint(obj, *args, **kwargs): """Pretty-printing function that can pretty-print OrderedDicts like regular dictionaries. Useful for printing the output of :meth:`marshmallow.Schema.dump`. """ if isinstance(obj, collections.OrderedDict): print(json.dumps(obj, *args, **kwargs)) else: ...

[ "def", "pprint", "(", "obj", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "if", "isinstance", "(", "obj", ",", "collections", ".", "OrderedDict", ")", ":", "print", "(", "json", ".", "dumps", "(", "obj", ",", "*", "args", ",", "*", "*", ...

38.777778

9.111111

def new(self, data): """通过data新建一个stock_block Arguments: data {[type]} -- [description] Returns: [type] -- [description] """ temp = copy(self) temp.__init__(data) return temp

[ "def", "new", "(", "self", ",", "data", ")", ":", "temp", "=", "copy", "(", "self", ")", "temp", ".", "__init__", "(", "data", ")", "return", "temp" ]

20.416667

16.833333

def RenderHttpResponse(request): """Renders HTTP response to a given HTTP request.""" start_time = time.time() response = HTTP_REQUEST_HANDLER.HandleRequest(request) total_time = time.time() - start_time method_name = response.headers.get("X-API-Method", "unknown") if response.status_code == 200: stat...

[ "def", "RenderHttpResponse", "(", "request", ")", ":", "start_time", "=", "time", ".", "time", "(", ")", "response", "=", "HTTP_REQUEST_HANDLER", ".", "HandleRequest", "(", "request", ")", "total_time", "=", "time", ".", "time", "(", ")", "-", "start_time", ...

28.25

17.678571

def distance_to_point(self, p): '''Returns the distance from the point to the interval. Zero if the point lies inside the interval.''' if self.start <= p <= self.end: return 0 else: return min(abs(self.start - p), abs(self.end - p))

[ "def", "distance_to_point", "(", "self", ",", "p", ")", ":", "if", "self", ".", "start", "<=", "p", "<=", "self", ".", "end", ":", "return", "0", "else", ":", "return", "min", "(", "abs", "(", "self", ".", "start", "-", "p", ")", ",", "abs", "(...

45.833333

24.833333

def stop(name, kill=False): ''' This is a compatibility function which provides the logic for nspawn.poweroff and nspawn.terminate. ''' if _sd_version() >= 219: if kill: action = 'terminate' else: action = 'poweroff' ret = _machinectl('{0} {1}'.format(...

[ "def", "stop", "(", "name", ",", "kill", "=", "False", ")", ":", "if", "_sd_version", "(", ")", ">=", "219", ":", "if", "kill", ":", "action", "=", "'terminate'", "else", ":", "action", "=", "'poweroff'", "ret", "=", "_machinectl", "(", "'{0} {1}'", ...

31.052632

21.368421

def size(self, pairs_only=False): ''' Calculate the size of the lineage. Inputs (optional) ----------------- pairs_only: count only paired sequences Returns ------- Lineage size (int) ''' if pairs_only: return len(self.just_pa...

[ "def", "size", "(", "self", ",", "pairs_only", "=", "False", ")", ":", "if", "pairs_only", ":", "return", "len", "(", "self", ".", "just_pairs", ")", "else", ":", "return", "len", "(", "self", ".", "heavies", ")" ]

22.5

18.625

def color(teffs): """ Conventional color descriptions of stars. Source: https://en.wikipedia.org/wiki/Stellar_classification """ colors = [] for t in teffs: if t >= 7500: colors.append('blue_white') # RGB:CAE1FF elif t >= 6000: colors.append('white') # R...

[ "def", "color", "(", "teffs", ")", ":", "colors", "=", "[", "]", "for", "t", "in", "teffs", ":", "if", "t", ">=", "7500", ":", "colors", ".", "append", "(", "'blue_white'", ")", "# RGB:CAE1FF", "elif", "t", ">=", "6000", ":", "colors", ".", "append...

31.833333

16.5

def _create_default_config_file(self): """ If config file does not exists create and set default values. """ logger.info('Initialize Maya launcher, creating config file...\n') self.add_section(self.DEFAULTS) self.add_section(self.PATTERNS) self.add_section(...

[ "def", "_create_default_config_file", "(", "self", ")", ":", "logger", ".", "info", "(", "'Initialize Maya launcher, creating config file...\\n'", ")", "self", ".", "add_section", "(", "self", ".", "DEFAULTS", ")", "self", ".", "add_section", "(", "self", ".", "PA...

44.304348

17.26087

def moment(year=None, month=None, day=None, hour=None, minute=None, second=None, msec=None, date=None, time=None): """ Create a time column from individual components. Each parameter should be either an integer, or a single-column H2OFrame containing the corresponding time parts for eac...

[ "def", "moment", "(", "year", "=", "None", ",", "month", "=", "None", ",", "day", "=", "None", ",", "hour", "=", "None", ",", "minute", "=", "None", ",", "second", "=", "None", ",", "msec", "=", "None", ",", "date", "=", "None", ",", "time", "=...

55.73913

26.282609

def set_optional_elements(self): """Sets elements considered option by RSS spec""" self.set_categories() self.set_copyright() self.set_generator() self.set_image() self.set_language() self.set_last_build_date() self.set_managing_editor() self.set_p...

[ "def", "set_optional_elements", "(", "self", ")", ":", "self", ".", "set_categories", "(", ")", "self", ".", "set_copyright", "(", ")", "self", ".", "set_generator", "(", ")", "self", ".", "set_image", "(", ")", "self", ".", "set_language", "(", ")", "se...

31.384615

9.923077

def get_all_permissions_views(self): """ Returns a set of tuples with the perm name and view menu name """ perms_views = set() for role in self.get_user_roles(): perms_views.update({(perm_view.permission.name, perm_view.view_menu.name) ...

[ "def", "get_all_permissions_views", "(", "self", ")", ":", "perms_views", "=", "set", "(", ")", "for", "role", "in", "self", ".", "get_user_roles", "(", ")", ":", "perms_views", ".", "update", "(", "{", "(", "perm_view", ".", "permission", ".", "name", "...

41.555556

14.888889

def __duplicate_line_or_selection(self, after_current_line=True): """Duplicate current line or selected text""" cursor = self.textCursor() cursor.beginEditBlock() start_pos, end_pos = self.__save_selection() if to_text_string(cursor.selectedText()): cursor.setPo...

[ "def", "__duplicate_line_or_selection", "(", "self", ",", "after_current_line", "=", "True", ")", ":", "cursor", "=", "self", ".", "textCursor", "(", ")", "cursor", ".", "beginEditBlock", "(", ")", "start_pos", ",", "end_pos", "=", "self", ".", "__save_selecti...

44.230769

14.641026

def _get(self, resource, payload=None): ''' Wrapper around requests.get that shorten caller url and takes care of errors ''' # Avoid dangerous default function argument `{}` payload = payload or {} # Build the request and return json response return requests.get( ...

[ "def", "_get", "(", "self", ",", "resource", ",", "payload", "=", "None", ")", ":", "# Avoid dangerous default function argument `{}`", "payload", "=", "payload", "or", "{", "}", "# Build the request and return json response", "return", "requests", ".", "get", "(", ...

40.181818

17.636364

def get_active_modifiers(self): """ Get a list of active keys. Uses XQueryKeymap. :return: list of charcodemap_t instances """ keys = ctypes.pointer(charcodemap_t()) nkeys = ctypes.c_int(0) _libxdo.xdo_get_active_modifiers( self._xdo, ctypes.byref(ke...

[ "def", "get_active_modifiers", "(", "self", ")", ":", "keys", "=", "ctypes", ".", "pointer", "(", "charcodemap_t", "(", ")", ")", "nkeys", "=", "ctypes", ".", "c_int", "(", "0", ")", "_libxdo", ".", "xdo_get_active_modifiers", "(", "self", ".", "_xdo", "...

32.25

13.416667

def start(self): """ start """ def main_thread(): # create resp, req thread pool self._create_thread_pool() # start connection, this will block until stop() self.conn_thread = Thread(target=self._conn.connect) self.conn_thread.d...

[ "def", "start", "(", "self", ")", ":", "def", "main_thread", "(", ")", ":", "# create resp, req thread pool", "self", ".", "_create_thread_pool", "(", ")", "# start connection, this will block until stop()", "self", ".", "conn_thread", "=", "Thread", "(", "target", ...

30.242424

15.636364

def Clamond(Re, eD, fast=False): r'''Calculates Darcy friction factor using a solution accurate to almost machine precision. Recommended very strongly. For details of the algorithm, see [1]_. Parameters ---------- Re : float Reynolds number, [-] eD : float Relative roug...

[ "def", "Clamond", "(", "Re", ",", "eD", ",", "fast", "=", "False", ")", ":", "X1", "=", "eD", "*", "Re", "*", "0.1239681863354175460160858261654858382699", "# (log(10)/18.574).evalf(40)", "X2", "=", "log", "(", "Re", ")", "-", "0.77939748845568194064411397016537...

34.942029

27.666667

def tpt(T, A, B, mu=None, qminus=None, qplus=None, rate_matrix=False): r""" Computes the A->B reactive flux using transition path theory (TPT) Parameters ---------- T : (M, M) ndarray or scipy.sparse matrix Transition matrix (default) or Rate matrix (if rate_matrix=True) A : array_like ...

[ "def", "tpt", "(", "T", ",", "A", ",", "B", ",", "mu", "=", "None", ",", "qminus", "=", "None", ",", "qplus", "=", "None", ",", "rate_matrix", "=", "False", ")", ":", "import", "msmtools", ".", "analysis", "as", "msmana", "if", "len", "(", "A", ...

36.142857

20.846154

def get_nodes_with(self, obj): """Return nodes with `obj`.""" result = set() if nx.__version__[0] == "1": nodes = self.nodes_iter() else: nodes = self.nodes for node in nodes: if node[OBJ] == obj: result.add(node) retu...

[ "def", "get_nodes_with", "(", "self", ",", "obj", ")", ":", "result", "=", "set", "(", ")", "if", "nx", ".", "__version__", "[", "0", "]", "==", "\"1\"", ":", "nodes", "=", "self", ".", "nodes_iter", "(", ")", "else", ":", "nodes", "=", "self", "...

24.384615

15.461538

def add_where_when(voevent, coords, obs_time, observatory_location, allow_tz_naive_datetime=False): """ Add details of an observation to the WhereWhen section. We Args: voevent(:class:`Voevent`): Root node of a VOEvent etree. coords(:class:`.Position2D`): Sky co-ordi...

[ "def", "add_where_when", "(", "voevent", ",", "coords", ",", "obs_time", ",", "observatory_location", ",", "allow_tz_naive_datetime", "=", "False", ")", ":", "# .. todo:: Implement TimeError using datetime.timedelta", "if", "obs_time", ".", "tzinfo", "is", "not", "None"...

43.884615

22.692308

def change_same_starting_points(flaglist): """Gets points at which changes begin""" change_points = [] same_points = [] in_change = False if flaglist and not flaglist[0]: same_points.append(0) for x, flag in enumerate(flaglist): if flag and not in_change: change_po...

[ "def", "change_same_starting_points", "(", "flaglist", ")", ":", "change_points", "=", "[", "]", "same_points", "=", "[", "]", "in_change", "=", "False", "if", "flaglist", "and", "not", "flaglist", "[", "0", "]", ":", "same_points", ".", "append", "(", "0"...

25.631579

14.789474

def filter_image_sep2d(image, fh, fv, impl='numpy', padding=None): """Filter an image with a separable filter. Parameters ---------- image : 2D array-like The image to be filtered. It must have a real (vs. complex) dtype. fh, fv : 1D array-like Horizontal (axis 0) and vertical (axis...

[ "def", "filter_image_sep2d", "(", "image", ",", "fh", ",", "fv", ",", "impl", "=", "'numpy'", ",", "padding", "=", "None", ")", ":", "# TODO: generalize for nD", "impl", ",", "impl_in", "=", "str", "(", "impl", ")", ".", "lower", "(", ")", ",", "impl",...

38.076471

19.470588

def bleu_advanced(y_true: List[Any], y_predicted: List[Any], weights: Tuple=(1,), smoothing_function=SMOOTH.method1, auto_reweigh=False, penalty=True) -> float: """Calculate BLEU score Parameters: y_true: list of reference tokens y_predicted: list of query to...

[ "def", "bleu_advanced", "(", "y_true", ":", "List", "[", "Any", "]", ",", "y_predicted", ":", "List", "[", "Any", "]", ",", "weights", ":", "Tuple", "=", "(", "1", ",", ")", ",", "smoothing_function", "=", "SMOOTH", ".", "method1", ",", "auto_reweigh",...

31.413793

21.344828

def decrypt_token(self, username, token): ''' Decrypt a token. ''' version, user_type, _from = self._parse_username(username) if (version > self.maximum_token_version or version < self.minimum_token_version): raise TokenValidationError('Unacceptable to...

[ "def", "decrypt_token", "(", "self", ",", "username", ",", "token", ")", ":", "version", ",", "user_type", ",", "_from", "=", "self", ".", "_parse_username", "(", "username", ")", "if", "(", "version", ">", "self", ".", "maximum_token_version", "or", "vers...

42.727273

16.646465

def _collect_masters_map(self, response): ''' Collect masters map from the network. :return: ''' while True: try: data, addr = self._socket.recvfrom(0x400) if data: if addr not in response: re...

[ "def", "_collect_masters_map", "(", "self", ",", "response", ")", ":", "while", "True", ":", "try", ":", "data", ",", "addr", "=", "self", ".", "_socket", ".", "recvfrom", "(", "0x400", ")", "if", "data", ":", "if", "addr", "not", "in", "response", "...

32.833333

15.944444

def send_status(self, payload): """Send the daemon status and the current queue for displaying.""" answer = {} data = [] # Get daemon status if self.paused: answer['status'] = 'paused' else: answer['status'] = 'running' # Add current queue...

[ "def", "send_status", "(", "self", ",", "payload", ")", ":", "answer", "=", "{", "}", "data", "=", "[", "]", "# Get daemon status", "if", "self", ".", "paused", ":", "answer", "[", "'status'", "]", "=", "'paused'", "else", ":", "answer", "[", "'status'...

33.807692

13.576923

def sign(shared_secret, msg): """Signs a message using a shared secret. :param shared_secret: The shared secret used to sign the message :param msg: The message to sign :return: The signature as a string .. doctest:: >>> from cloud.rpc import sign >>> sign('sEcReT_KeY', 'hello world') ...

[ "def", "sign", "(", "shared_secret", ",", "msg", ")", ":", "if", "isinstance", "(", "msg", ",", "unicode", ")", ":", "msg", "=", "msg", ".", "encode", "(", "'utf8'", ")", "return", "hashlib", ".", "md5", "(", "msg", "+", "shared_secret", ")", ".", ...

27.823529

15.823529

def wgsim(args): """ %prog wgsim fastafile Run dwgsim on fastafile. """ p = OptionParser(wgsim.__doc__) p.add_option("--erate", default=.01, type="float", help="Base error rate of the read [default: %default]") p.add_option("--noerrors", default=False, action="store_true", ...

[ "def", "wgsim", "(", "args", ")", ":", "p", "=", "OptionParser", "(", "wgsim", ".", "__doc__", ")", "p", ".", "add_option", "(", "\"--erate\"", ",", "default", "=", ".01", ",", "type", "=", "\"float\"", ",", "help", "=", "\"Base error rate of the read [def...

31.895833

21.395833

def handle_stream(self, message): """ Acts on message reception :param message: string of an incoming message parse all the fields and builds an Event object that is passed to the callback function """ logging.debug("handle_stream(...)") event = Event() ...

[ "def", "handle_stream", "(", "self", ",", "message", ")", ":", "logging", ".", "debug", "(", "\"handle_stream(...)\"", ")", "event", "=", "Event", "(", ")", "for", "line", "in", "message", ".", "strip", "(", ")", ".", "splitlines", "(", ")", ":", "(", ...

35.837838

13.405405

def hpai_body(self): """ Create a body with HPAI information. This is used for disconnect and connection state requests. """ body = [] # ============ IP Body ========== body.extend([self.channel]) # Communication Channel Id body.extend([0x00]) # Reserverd ...

[ "def", "hpai_body", "(", "self", ")", ":", "body", "=", "[", "]", "# ============ IP Body ==========", "body", ".", "extend", "(", "[", "self", ".", "channel", "]", ")", "# Communication Channel Id", "body", ".", "extend", "(", "[", "0x00", "]", ")", "# Re...

36.944444

15.444444

def u32le_list_to_byte_list(data): """! @brief Convert a word array into a byte array""" res = [] for x in data: res.append((x >> 0) & 0xff) res.append((x >> 8) & 0xff) res.append((x >> 16) & 0xff) res.append((x >> 24) & 0xff) return res

[ "def", "u32le_list_to_byte_list", "(", "data", ")", ":", "res", "=", "[", "]", "for", "x", "in", "data", ":", "res", ".", "append", "(", "(", "x", ">>", "0", ")", "&", "0xff", ")", "res", ".", "append", "(", "(", "x", ">>", "8", ")", "&", "0x...

30.777778

11.111111

def get_alpha(self, x: int, y: int) -> int: """Get the Image alpha of the pixel at x, y. Args: x (int): X pixel of the image. Starting from the left at 0. y (int): Y pixel of the image. Starting from the top at 0. Returns: int: The alpha value of the pixel...

[ "def", "get_alpha", "(", "self", ",", "x", ":", "int", ",", "y", ":", "int", ")", "->", "int", ":", "return", "lib", ".", "TCOD_image_get_alpha", "(", "self", ".", "image_c", ",", "x", ",", "y", ")" ]

37.75

21

def balance_of_contacts(records, weighted=True): """ The balance of interactions per contact. For every contact, the balance is the number of outgoing interactions divided by the total number of interactions (in+out). .. math:: \\forall \\,\\text{contact}\\,c,\\;\\text{balance}\,(c) = \\fra...

[ "def", "balance_of_contacts", "(", "records", ",", "weighted", "=", "True", ")", ":", "counter_out", "=", "defaultdict", "(", "int", ")", "counter", "=", "defaultdict", "(", "int", ")", "for", "r", "in", "records", ":", "if", "r", ".", "direction", "==",...

34.066667

25.333333

def configure_filters(app): """ Configure application filters (jinja2) """ for (name, filter) in _filters.iteritems(): app.jinja_env.filters[name] = filter

[ "def", "configure_filters", "(", "app", ")", ":", "for", "(", "name", ",", "filter", ")", "in", "_filters", ".", "iteritems", "(", ")", ":", "app", ".", "jinja_env", ".", "filters", "[", "name", "]", "=", "filter" ]

33.6

12.8

def docker_windows_reverse_fileuri_adjust(fileuri): # type: (Text) -> (Text) r""" On docker in windows fileuri do not contain : in path To convert this file uri to windows compatible add : after drive letter, so file:///E/var becomes file:///E:/var """ if fileuri is not None and onWindows():...

[ "def", "docker_windows_reverse_fileuri_adjust", "(", "fileuri", ")", ":", "# type: (Text) -> (Text)", "if", "fileuri", "is", "not", "None", "and", "onWindows", "(", ")", ":", "if", "urllib", ".", "parse", ".", "urlsplit", "(", "fileuri", ")", ".", "scheme", "=...

39.25

9.4375

def update_segment(self, selector, base, size, perms): """ Only useful for setting FS right now. """ logger.info("Updating selector %s to 0x%02x (%s bytes) (%s)", selector, base, size, perms) if selector == 99: self.set_fs(base) else: logger.error("No way to write...

[ "def", "update_segment", "(", "self", ",", "selector", ",", "base", ",", "size", ",", "perms", ")", ":", "logger", ".", "info", "(", "\"Updating selector %s to 0x%02x (%s bytes) (%s)\"", ",", "selector", ",", "base", ",", "size", ",", "perms", ")", "if", "se...

48.285714

21.285714

def event_return(events): ''' Return event to Pg server Requires that configuration be enabled via 'event_return' option in master config. ''' with _get_serv(events, commit=True) as cur: for event in events: tag = event.get('tag', '') data = event.get('data', '')...

[ "def", "event_return", "(", "events", ")", ":", "with", "_get_serv", "(", "events", ",", "commit", "=", "True", ")", "as", "cur", ":", "for", "event", "in", "events", ":", "tag", "=", "event", ".", "get", "(", "'tag'", ",", "''", ")", "data", "=", ...

38.066667

19.133333

def delete_alert(self, id, **kwargs): # noqa: E501 """Delete a specific alert # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.delete_alert(id, async_req=True)...

[ "def", "delete_alert", "(", "self", ",", "id", ",", "*", "*", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "delete_alert_wi...

39.857143

17.333333

def drawOverlay(self, painter, option, rect, icon): """ Draws the overlay pixmap for this item. :param painter | <QtGui.QPainter> option | <QtGui.QSylteOptionIndex> rect | <QtCore.QRect> pixmap | <QtGui.QIcon> ...

[ "def", "drawOverlay", "(", "self", ",", "painter", ",", "option", ",", "rect", ",", "icon", ")", ":", "if", "icon", "and", "not", "icon", ".", "isNull", "(", ")", ":", "painter", ".", "drawPixmap", "(", "rect", ",", "icon", ".", "pixmap", "(", "rec...

40.181818

11.090909

def get_hosts_unfinished(self, scan_id): """ Get a list of finished hosts.""" unfinished_hosts = list() for target in self.scans_table[scan_id]['finished_hosts']: unfinished_hosts.extend(target_str_to_list(target)) for target in self.scans_table[scan_id]['finished_hosts']: ...

[ "def", "get_hosts_unfinished", "(", "self", ",", "scan_id", ")", ":", "unfinished_hosts", "=", "list", "(", ")", "for", "target", "in", "self", ".", "scans_table", "[", "scan_id", "]", "[", "'finished_hosts'", "]", ":", "unfinished_hosts", ".", "extend", "("...

42

19.090909

def load_template(filename): # type: (str) -> str """ Load template from file. The templates are part of the package and must be included as ``package_data`` in project ``setup.py``. Args: filename (str): The template path. Relative to `peltak` package directory. Returns: ...

[ "def", "load_template", "(", "filename", ")", ":", "# type: (str) -> str", "template_file", "=", "os", ".", "path", ".", "join", "(", "PKG_DIR", ",", "'templates'", ",", "filename", ")", "with", "open", "(", "template_file", ")", "as", "fp", ":", "return", ...

28.588235

19.823529

def set_element_text_by_attr_key(self, attr_key, el_text, el_idx=0): """ Args: attr_key : str Name of attribute for which to search el_text : str Text to set for element. el_idx : int Index of element to use in the event that there are multiple sibling ele...

[ "def", "set_element_text_by_attr_key", "(", "self", ",", "attr_key", ",", "el_text", ",", "el_idx", "=", "0", ")", ":", "self", ".", "get_element_by_attr_key", "(", "attr_key", ",", "el_idx", ")", ".", "text", "=", "el_text" ]

29.285714

20.285714

def get_features(self, jid): """ Return the features supported by a service. :param jid: Address of the PubSub service to query. :type jid: :class:`aioxmpp.JID` :return: Set of supported features :rtype: set containing :class:`~.pubsub.xso.Feature` enumeration ...

[ "def", "get_features", "(", "self", ",", "jid", ")", ":", "response", "=", "yield", "from", "self", ".", "_disco", ".", "query_info", "(", "jid", ")", "result", "=", "set", "(", ")", "for", "feature", "in", "response", ".", "features", ":", "try", ":...

36.222222

20.222222

def __filter_non_working_providers(self): ''' Remove any mis-configured cloud providers from the available listing ''' for alias, drivers in six.iteritems(self.opts['providers'].copy()): for driver in drivers.copy(): fun = '{0}.get_configured_provider'.format(...

[ "def", "__filter_non_working_providers", "(", "self", ")", ":", "for", "alias", ",", "drivers", "in", "six", ".", "iteritems", "(", "self", ".", "opts", "[", "'providers'", "]", ".", "copy", "(", ")", ")", ":", "for", "driver", "in", "drivers", ".", "c...

46.914894

22.446809

def close(self): """ Clean up files that were created. """ if self.file: self.file.close() self.file = None # If temp_file is a folder, we do not remove it because we may # still need it after the unpickler is disposed if self.tmp_file and...

[ "def", "close", "(", "self", ")", ":", "if", "self", ".", "file", ":", "self", ".", "file", ".", "close", "(", ")", "self", ".", "file", "=", "None", "# If temp_file is a folder, we do not remove it because we may", "# still need it after the unpickler is disposed", ...

31.615385

14.076923

def get_module_class(self): """Return the module and class as a tuple of the given class in the initializer. :param reload: if ``True`` then reload the module before returning the class """ pkg, cname = self.parse_module_class() logger.debug(f'pkg: {pkg}, class:...

[ "def", "get_module_class", "(", "self", ")", ":", "pkg", ",", "cname", "=", "self", ".", "parse_module_class", "(", ")", "logger", ".", "debug", "(", "f'pkg: {pkg}, class: {cname}'", ")", "pkg", "=", "pkg", ".", "split", "(", "'.'", ")", "mod", "=", "red...

33.888889

16.666667

def convert_plugin_def(http_method, funcs): """ This function parses one of the elements of the definitions dict for a plugin and extracts the relevant information :param http_method: HTTP method that uses (GET, POST, DELETE, ...) :param funcs: functions related to that HTTP met...

[ "def", "convert_plugin_def", "(", "http_method", ",", "funcs", ")", ":", "methods", "=", "[", "]", "if", "http_method", "not", "in", "(", "'GET'", ",", "'PUT'", ",", "'POST'", ",", "'DELETE'", ")", ":", "logger", ".", "error", "(", "'Plugin load failure, H...

38.545455

16.060606

def clan_badge_url(self): '''Returns clan badge url''' if self.clan_tag is None: return None url = self.raw_data.get('clan').get('badge').get('url') if not url: return None return "http://api.cr-api.com" + url

[ "def", "clan_badge_url", "(", "self", ")", ":", "if", "self", ".", "clan_tag", "is", "None", ":", "return", "None", "url", "=", "self", ".", "raw_data", ".", "get", "(", "'clan'", ")", ".", "get", "(", "'badge'", ")", ".", "get", "(", "'url'", ")",...

33.25

13.5

def positions(weights, period, freq=None): """ Builds net position values time series, the portfolio percentage invested in each position. Parameters ---------- weights: pd.Series pd.Series containing factor weights, the index contains timestamps at which the trades are computed...

[ "def", "positions", "(", "weights", ",", "period", ",", "freq", "=", "None", ")", ":", "weights", "=", "weights", ".", "unstack", "(", ")", "if", "not", "isinstance", "(", "period", ",", "pd", ".", "Timedelta", ")", ":", "period", "=", "pd", ".", "...

35.9375

23.458333

def multiply(self, other): """Return the QuantumChannel self + other. Args: other (complex): a complex number. Returns: Chi: the scalar multiplication other * self as a Chi object. Raises: QiskitError: if other is not a valid scalar. """ ...

[ "def", "multiply", "(", "self", ",", "other", ")", ":", "if", "not", "isinstance", "(", "other", ",", "Number", ")", ":", "raise", "QiskitError", "(", "\"other is not a number\"", ")", "return", "Chi", "(", "other", "*", "self", ".", "_data", ",", "self"...

31.666667

20.933333

def det(matrix): '''Seem sto work fine. >> from sympy import * >> from sympy.abc import * >> Matrix([[a, b], [c, d]]).det() a*d - b*c >> Matrix([[a, b, c], [d, e, f], [g, h, i]]).det() a*e*i - a*f*h - b*d*i + b*f*g + c*d*h - c*e*g A few terms can be slightly factored out of the...

[ "def", "det", "(", "matrix", ")", ":", "size", "=", "len", "(", "matrix", ")", "if", "size", "==", "1", ":", "return", "matrix", "[", "0", "]", "elif", "size", "==", "2", ":", "(", "a", ",", "b", ")", ",", "(", "c", ",", "d", ")", "=", "m...

32.902098

25.041958

def batch_at(features, labels, seq_begins, seq_lengths): '''Extract a single batch of data to pass to the model being trained. Parameters ---------- features, labels : ndarray Arrays of the input features and target labels. seq_begins : ndarray Array of the start offsets of the spee...

[ "def", "batch_at", "(", "features", ",", "labels", ",", "seq_begins", ",", "seq_lengths", ")", ":", "length", "=", "seq_lengths", ".", "max", "(", ")", "feat", "=", "np", ".", "zeros", "(", "(", "BATCH_SIZE", ",", "length", ",", "features", ".", "shape...

40.62069

22.413793

def decode_bytes(f): """Decode a buffer length from a 2-byte unsigned int then read the subsequent bytes. Parameters ---------- f: file File-like object with read method. Raises ------ UnderflowDecodeError When the end of stream is encountered before the end of the ...

[ "def", "decode_bytes", "(", "f", ")", ":", "buf", "=", "f", ".", "read", "(", "FIELD_U16", ".", "size", ")", "if", "len", "(", "buf", ")", "<", "FIELD_U16", ".", "size", ":", "raise", "UnderflowDecodeError", "(", ")", "(", "num_bytes", ",", ")", "=...

21.914286

20.571429

def createElementNS(self, namespace, qname): ''' Keyword arguments: namespace -- namespace of element to create qname -- qualified name of new element ''' document = self._getOwnerDocument() node = document.createElementNS(namespace, qname) return ...

[ "def", "createElementNS", "(", "self", ",", "namespace", ",", "qname", ")", ":", "document", "=", "self", ".", "_getOwnerDocument", "(", ")", "node", "=", "document", ".", "createElementNS", "(", "namespace", ",", "qname", ")", "return", "ElementProxy", "(",...

37.666667

13.666667

def purge(self, connection): """Remove the connection from rotation""" self._checkpid() if connection.pid == self.pid: idx = connection._pattern_idx if connection in self._in_use_connections[idx]: self._in_use_connections[idx].remove(connection) ...

[ "def", "purge", "(", "self", ",", "connection", ")", ":", "self", ".", "_checkpid", "(", ")", "if", "connection", ".", "pid", "==", "self", ".", "pid", ":", "idx", "=", "connection", ".", "_pattern_idx", "if", "connection", "in", "self", ".", "_in_use_...

42.2

12.9

def initialize_ui(self): """ Initializes the Component ui. :return: Method success. :rtype: bool """ LOGGER.debug("> Initializing '{0}' Component ui.".format(self.__class__.__name__)) self.__model = ProjectsModel(self, default_project=self.__default_project) ...

[ "def", "initialize_ui", "(", "self", ")", ":", "LOGGER", ".", "debug", "(", "\"> Initializing '{0}' Component ui.\"", ".", "format", "(", "self", ".", "__class__", ".", "__name__", ")", ")", "self", ".", "__model", "=", "ProjectsModel", "(", "self", ",", "de...

55.986842

33.223684

async def _create_remote_user(self, **payload): """ This method creates a service record in the remote user service with the given email. Args: uid (str): the user identifier to create Returns: (dict): a summary of the user that was...

[ "async", "def", "_create_remote_user", "(", "self", ",", "*", "*", "payload", ")", ":", "# the action for reading user entries", "read_action", "=", "get_crud_action", "(", "method", "=", "'create'", ",", "model", "=", "'user'", ")", "# see if there is a matching user...

36.105263

14.105263

def _verify_sector_identifier(self, request): """ Verify `sector_identifier_uri` is reachable and that it contains `redirect_uri`s. :param request: Provider registration request :return: si_redirects, sector_id :raises: InvalidSectorIdentifier """ si_url...

[ "def", "_verify_sector_identifier", "(", "self", ",", "request", ")", ":", "si_url", "=", "request", "[", "\"sector_identifier_uri\"", "]", "try", ":", "res", "=", "self", ".", "endpoint_context", ".", "httpc", ".", "get", "(", "si_url", ")", "except", "Exce...

34.971429

18.971429

def get_kernel_data(self): """Get the kernel data needed for this optimization routine to work.""" return { 'nmsimplex_scratch': LocalMemory( 'mot_float_type', self._nmr_parameters * 2 + (self._nmr_parameters + 1) ** 2 + 1), 'initial_simplex_scale': LocalMemory('m...

[ "def", "get_kernel_data", "(", "self", ")", ":", "return", "{", "'nmsimplex_scratch'", ":", "LocalMemory", "(", "'mot_float_type'", ",", "self", ".", "_nmr_parameters", "*", "2", "+", "(", "self", ".", "_nmr_parameters", "+", "1", ")", "**", "2", "+", "1",...

51.571429

25.714286

def parse_conf(self, keys=[]): """Parse configuration values from the database. The extension must have been previously initialized. If a key is not found in the database, it will be created with the default value specified. Arguments: keys (list[str]): list of key...

[ "def", "parse_conf", "(", "self", ",", "keys", "=", "[", "]", ")", ":", "confs", "=", "self", ".", "app", ".", "config", ".", "get", "(", "'WAFFLE_CONFS'", ",", "{", "}", ")", "if", "not", "keys", ":", "keys", "=", "confs", ".", "keys", "(", ")...

29.511111

21.311111

def create_graph_from_data(self, data): """Run the algorithm on data. Args: data (pandas.DataFrame): DataFrame containing the data Returns: networkx.DiGraph: Solution given by the algorithm. """ # Building setup w/ arguments. self.arguments['{SC...

[ "def", "create_graph_from_data", "(", "self", ",", "data", ")", ":", "# Building setup w/ arguments.", "self", ".", "arguments", "[", "'{SCORE}'", "]", "=", "self", ".", "score", "self", ".", "arguments", "[", "'{VERBOSE}'", "]", "=", "str", "(", "self", "."...

33.238095

18.47619

def upload_as_text(name, filename): """ Upload the IPList as text from a file. :param str name: name of IPList :param str filename: name of text file to upload :return: None """ location = list(IPList.objects.filter(name)) if location: iplist = location[0] return iplist...

[ "def", "upload_as_text", "(", "name", ",", "filename", ")", ":", "location", "=", "list", "(", "IPList", ".", "objects", ".", "filter", "(", "name", ")", ")", "if", "location", ":", "iplist", "=", "location", "[", "0", "]", "return", "iplist", ".", "...

29.166667

12.75

def _get_session(team, timeout=None): """ Creates a session or returns an existing session. """ global _sessions # pylint:disable=C0103 session = _sessions.get(team) if session is None: auth = _create_auth(team, timeout) _sessions[team] = session = _create_session(team...

[ "def", "_get_session", "(", "team", ",", "timeout", "=", "None", ")", ":", "global", "_sessions", "# pylint:disable=C0103", "session", "=", "_sessions", ".", "get", "(", "team", ")", "if", "session", "is", "None", ":", "auth", "=", "_create_auth", "(", "te...

28.230769

14.692308

def open_file(link, session=None, stream=True): """ Open local or remote file for reading. :type link: pip._internal.index.Link or str :type session: requests.Session :param bool stream: Try to stream if remote, default True :raises ValueError: If link points to a local directory. :return: ...

[ "def", "open_file", "(", "link", ",", "session", "=", "None", ",", "stream", "=", "True", ")", ":", "if", "not", "isinstance", "(", "link", ",", "six", ".", "string_types", ")", ":", "try", ":", "link", "=", "link", ".", "url_without_fragment", "except...

34.533333

16.044444

def get_cache_key(self, name, filename=None): """Returns the unique hash key for this template name.""" hash = sha1(name.encode('utf-8')) if filename is not None: filename = '|' + filename if isinstance(filename, text_type): filename = filename.encode('utf...

[ "def", "get_cache_key", "(", "self", ",", "name", ",", "filename", "=", "None", ")", ":", "hash", "=", "sha1", "(", "name", ".", "encode", "(", "'utf-8'", ")", ")", "if", "filename", "is", "not", "None", ":", "filename", "=", "'|'", "+", "filename", ...

42.444444

5.666667

def exception_handler(exctype, value, traceback): """ This exception handler catches KeyboardInterrupt to cancel the Runner and also stops the Runner in case of an error. """ if exctype == KeyboardInterrupt: pypro.console.out('') # Adds a new line after Ctrl+C character pypro.consol...

[ "def", "exception_handler", "(", "exctype", ",", "value", ",", "traceback", ")", ":", "if", "exctype", "==", "KeyboardInterrupt", ":", "pypro", ".", "console", ".", "out", "(", "''", ")", "# Adds a new line after Ctrl+C character", "pypro", ".", "console", ".", ...

37.923077

13.615385

def display_date(d): """ Render a date/datetime (d) as a date, using the SPECTATOR_DATE_FORMAT setting. Wrap the output in a <time> tag. Time tags: http://www.brucelawson.co.uk/2012/best-of-time/ """ stamp = d.strftime('%Y-%m-%d') visible_date = d.strftime(app_settings.DATE_FORMAT) ret...

[ "def", "display_date", "(", "d", ")", ":", "stamp", "=", "d", ".", "strftime", "(", "'%Y-%m-%d'", ")", "visible_date", "=", "d", ".", "strftime", "(", "app_settings", ".", "DATE_FORMAT", ")", "return", "format_html", "(", "'<time datetime=\"%(stamp)s\">%(visible...

32.928571

17.928571

def format_hep(citation_elements): """Format hep-th report numbers with a dash e.g. replaces hep-th-9711200 with hep-th/9711200 """ prefixes = ('astro-ph-', 'hep-th-', 'hep-ph-', 'hep-ex-', 'hep-lat-', 'math-ph-') for el in citation_elements: if el['type'] == 'REPORTNUMBER':...

[ "def", "format_hep", "(", "citation_elements", ")", ":", "prefixes", "=", "(", "'astro-ph-'", ",", "'hep-th-'", ",", "'hep-ph-'", ",", "'hep-ex-'", ",", "'hep-lat-'", ",", "'math-ph-'", ")", "for", "el", "in", "citation_elements", ":", "if", "el", "[", "'typ...

39.071429

13.642857

def set_file_limits(n): ''' Set the limit on number of file descriptors that this process can open. ''' try: resource.setrlimit(resource.RLIMIT_NOFILE, (n, n)) return True except ValueError: return False

[ "def", "set_file_limits", "(", "n", ")", ":", "try", ":", "resource", ".", "setrlimit", "(", "resource", ".", "RLIMIT_NOFILE", ",", "(", "n", ",", "n", ")", ")", "return", "True", "except", "ValueError", ":", "return", "False" ]

20.166667

24

def polarization_vector(phi, theta, alpha, beta, p): r"""This function returns a unitary vector describing the polarization of plane waves. It recieves as arguments: phi .- The spherical coordinates azimuthal angle of the wave vector k. theta .- The spherical coordinates polar angle of the wave vecto...

[ "def", "polarization_vector", "(", "phi", ",", "theta", ",", "alpha", ",", "beta", ",", "p", ")", ":", "epsilon", "=", "Matrix", "(", "[", "cos", "(", "2", "*", "beta", ")", ",", "p", "*", "I", "*", "sin", "(", "2", "*", "beta", ")", ",", "0"...

33.396825

23.634921

def emit(self, event, *args, **kwargs): """Emit a server generated SocketIO event. This function emits a SocketIO event to one or more connected clients. A JSON blob can be attached to the event as payload. This function can be used outside of a SocketIO event context, so it is appropri...

[ "def", "emit", "(", "self", ",", "event", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "namespace", "=", "kwargs", ".", "pop", "(", "'namespace'", ",", "'/'", ")", "room", "=", "kwargs", ".", "pop", "(", "'room'", ",", "None", ")", "inclu...

55.45

23.625

def _randomize(coeffs, radixes, seed=None): """Applies the Owen (2017) randomization to the coefficients.""" given_dtype = coeffs.dtype coeffs = tf.cast(coeffs, dtype=tf.int32) num_coeffs = tf.shape(input=coeffs)[-1] radixes = tf.reshape(tf.cast(radixes, dtype=tf.int32), shape=[-1]) stream = distributions.S...

[ "def", "_randomize", "(", "coeffs", ",", "radixes", ",", "seed", "=", "None", ")", ":", "given_dtype", "=", "coeffs", ".", "dtype", "coeffs", "=", "tf", ".", "cast", "(", "coeffs", ",", "dtype", "=", "tf", ".", "int32", ")", "num_coeffs", "=", "tf", ...

52.466667

12.466667

def get_lists(self, **query_params): ''' Get the lists attached to this board. Returns a list of List objects. Returns: list(List): The lists attached to this board ''' lists = self.get_lists_json(self.base_uri, query_params=query_params) lists_list = [] ...

[ "def", "get_lists", "(", "self", ",", "*", "*", "query_params", ")", ":", "lists", "=", "self", ".", "get_lists_json", "(", "self", ".", "base_uri", ",", "query_params", "=", "query_params", ")", "lists_list", "=", "[", "]", "for", "list_json", "in", "li...

30.071429

25.357143

def backing_file(self): """ When using linked clone this will return the path to the base image :returns: None if it's not a linked clone, the path otherwise """ with open(self._path, 'rb') as f: f.seek(self.backing_file_offset) content = f.read(self.bac...

[ "def", "backing_file", "(", "self", ")", ":", "with", "open", "(", "self", ".", "_path", ",", "'rb'", ")", "as", "f", ":", "f", ".", "seek", "(", "self", ".", "backing_file_offset", ")", "content", "=", "f", ".", "read", "(", "self", ".", "backing_...

28.333333

18.6

def _set_user_password(self, v, load=False): """ Setter method for user_password, mapped from YANG variable /username/user_password (user-passwd) If this variable is read-only (config: false) in the source YANG file, then _set_user_password is considered as a private method. Backends looking to popu...

[ "def", "_set_user_password", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "...

78.545455

36.454545

def diff_prettyHtml(self, diffs): """Convert a diff array into a pretty HTML report. Args: diffs: Array of diff tuples. Returns: HTML representation. """ html = [] for (op, data) in diffs: text = (data.replace("&", "&").replace("<", "<") .replace(">", ...

[ "def", "diff_prettyHtml", "(", "self", ",", "diffs", ")", ":", "html", "=", "[", "]", "for", "(", "op", ",", "data", ")", "in", "diffs", ":", "text", "=", "(", "data", ".", "replace", "(", "\"&\"", ",", "\"&\"", ")", ".", "replace", "(", "\"<...

32.9

18.05