kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def enable_pyglet(self, app=None): """Enable event loop integration with pyglet. Parameters ---------- app : ignored Ignored, it's only a placeholder to keep the call signature of all gui activation methods consistent, which simplifies the logic of suppo...	[ "def", "enable_pyglet", "(", "self", ",", "app", "=", "None", ")", ":", "from", "pydev_ipython", ".", "inputhookpyglet", "import", "inputhook_pyglet", "self", ".", "set_inputhook", "(", "inputhook_pyglet", ")", "self", ".", "_current_gui", "=", "GUI_PYGLET", "re...	32.47619	22
def stop_deps(self, conf, images): """Stop the containers for all our dependencies""" for dependency, _ in conf.dependency_images(): self.stop_deps(images[dependency], images) try: self.stop_container(images[dependency], fail_on_bad_exit=True, fail_reason="Failed ...	[ "def", "stop_deps", "(", "self", ",", "conf", ",", "images", ")", ":", "for", "dependency", ",", "_", "in", "conf", ".", "dependency_images", "(", ")", ":", "self", ".", "stop_deps", "(", "images", "[", "dependency", "]", ",", "images", ")", "try", "...	61.6	32.4
def key_on(self, value): """ :param value: str of which column to key the rows on like a dictionary :return: None """ if isinstance(value, BASESTRING): value = (value,) self._key_on = value	[ "def", "key_on", "(", "self", ",", "value", ")", ":", "if", "isinstance", "(", "value", ",", "BASESTRING", ")", ":", "value", "=", "(", "value", ",", ")", "self", ".", "_key_on", "=", "value" ]	30.25	12.25
def showToolTip( text, point = None, anchor = None, parent = None, background = None, foreground = None, key = None, seconds = 5 ): ""...	[ "def", "showToolTip", "(", "text", ",", "point", "=", "None", ",", "anchor", "=", "None", ",", "parent", "=", "None", ",", "background", "=", "None", ",", "foreground", "=", "None", ",", "key", "=", "None", ",", "seconds", "=", "5", ")", ":", "if",...	33.885714	12.885714
def fix_ar_sample_workflow(brain_or_object): """Re-set the state of an AR, Sample and SamplePartition to match the least-early state of all contained valid/current analyses. Ignores retracted/rejected/cancelled analyses. """ def log_change_state(ar_id, obj_id, src, dst): msg = "While fixing...	[ "def", "fix_ar_sample_workflow", "(", "brain_or_object", ")", ":", "def", "log_change_state", "(", "ar_id", ",", "obj_id", ",", "src", ",", "dst", ")", ":", "msg", "=", "\"While fixing {ar_id}: \"", "\"state changed for {obj_id}: \"", "\"{src} -> {dst}\"", ".", "forma...	38.203704	15.5
def assert_not_exists(path, sep='.'): """ If path exists, modify to add a counter in the filename. Useful for preventing accidental overrides. For example, if `file.txt` exists, check if `file.1.txt` also exists. Repeat until we find a non-existing version, such as `file.12.txt`. Parameters ...	[ "def", "assert_not_exists", "(", "path", ",", "sep", "=", "'.'", ")", ":", "name", ",", "ext", "=", "os", ".", "path", ".", "splitext", "(", "path", ")", "i", "=", "1", "while", "os", ".", "path", ".", "exists", "(", "path", ")", ":", "path", "...	28	21.217391
def replace_return_line_item_by_id(cls, return_line_item_id, return_line_item, **kwargs): """Replace ReturnLineItem Replace all attributes of ReturnLineItem This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> ...	[ "def", "replace_return_line_item_by_id", "(", "cls", ",", "return_line_item_id", ",", "return_line_item", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "ret...	51.818182	28.363636
def hourly_relative_humidity(self): """A data collection containing hourly relative humidity over they day.""" dpt_data = self._humidity_condition.hourly_dew_point_values( self._dry_bulb_condition) rh_data = [rel_humid_from_db_dpt(x, y) for x, y in zip( self._dry_bulb_con...	[ "def", "hourly_relative_humidity", "(", "self", ")", ":", "dpt_data", "=", "self", ".", "_humidity_condition", ".", "hourly_dew_point_values", "(", "self", ".", "_dry_bulb_condition", ")", "rh_data", "=", "[", "rel_humid_from_db_dpt", "(", "x", ",", "y", ")", "f...	56.125	12.875
def getFactory(self): """ Return a server factory which creates AMP protocol instances. """ factory = ServerFactory() def protocol(): proto = CredReceiver() proto.portal = Portal( self.loginSystem, [self.loginSystem, ...	[ "def", "getFactory", "(", "self", ")", ":", "factory", "=", "ServerFactory", "(", ")", "def", "protocol", "(", ")", ":", "proto", "=", "CredReceiver", "(", ")", "proto", ".", "portal", "=", "Portal", "(", "self", ".", "loginSystem", ",", "[", "self", ...	31.357143	10.785714
async def random(offset=0., width=1., interval=0.1): """Generate a stream of random numbers.""" while True: await asyncio.sleep(interval) yield offset + width * random_module.random()	[ "async", "def", "random", "(", "offset", "=", "0.", ",", "width", "=", "1.", ",", "interval", "=", "0.1", ")", ":", "while", "True", ":", "await", "asyncio", ".", "sleep", "(", "interval", ")", "yield", "offset", "+", "width", "*", "random_module", "...	40.6	10.6
def _branch_name(cls, version): """Defines a mapping between versions and branches. In particular, `-dev` suffixed releases always live on master. Any other (modern) release lives in a branch. """ suffix = version.public[len(version.base_version):] components = version.base_version.split('.') +...	[ "def", "_branch_name", "(", "cls", ",", "version", ")", ":", "suffix", "=", "version", ".", "public", "[", "len", "(", "version", ".", "base_version", ")", ":", "]", "components", "=", "version", ".", "base_version", ".", "split", "(", "'.'", ")", "+",...	43.3125	19.6875
def get_by_username(self, username): """Retrieve user by username""" res = filter(lambda x: x.username == username, self.users.values()) if len(res) > 0: return res[0] return None	[ "def", "get_by_username", "(", "self", ",", "username", ")", ":", "res", "=", "filter", "(", "lambda", "x", ":", "x", ".", "username", "==", "username", ",", "self", ".", "users", ".", "values", "(", ")", ")", "if", "len", "(", "res", ")", ">", "...	36.333333	15.166667
def _missing_(cls, value): """Lookup function used when value is not found.""" if not (isinstance(value, int) and 0x00 <= value <= 0xFF): raise ValueError('%r is not a valid %s' % (value, cls.__name__)) if 0x0D <= value <= 0xEF: extend_enum(cls, 'Unassigned [0x%s]' % hex(...	[ "def", "_missing_", "(", "cls", ",", "value", ")", ":", "if", "not", "(", "isinstance", "(", "value", ",", "int", ")", "and", "0x00", "<=", "value", "<=", "0xFF", ")", ":", "raise", "ValueError", "(", "'%r is not a valid %s'", "%", "(", "value", ",", ...	50.5	21.25
def as_action_description(self): """ Get the action description. Returns a dictionary describing the action. """ description = { self.name: { 'href': self.href_prefix + self.href, 'timeRequested': self.time_requested, '...	[ "def", "as_action_description", "(", "self", ")", ":", "description", "=", "{", "self", ".", "name", ":", "{", "'href'", ":", "self", ".", "href_prefix", "+", "self", ".", "href", ",", "'timeRequested'", ":", "self", ".", "time_requested", ",", "'status'",...	27.904762	17.809524
def synchronized(lock): """ Synchronization decorator. Allos to set a mutex on any function """ @simple_decorator def wrap(function_target): """Decorator wrapper""" def new_function(args, *kw): """Decorated function with Mutex""" lock.acquire() ...	[ "def", "synchronized", "(", "lock", ")", ":", "@", "simple_decorator", "def", "wrap", "(", "function_target", ")", ":", "\"\"\"Decorator wrapper\"\"\"", "def", "new_function", "(", "", "args", ",", "", "*", "kw", ")", ":", "\"\"\"Decorated function with Mutex\"\...	29.4375	9.875
def dump_encoding( file, encoding_name, encoding_list ): """dump a given encoding""" write = file.write write( " /* the following are indices into the SID name table */\n" ) write( " static const unsigned short " + encoding_name + "[" + repr( len( encoding_list ) ) + "] =\n" ) write( " {\n" ) ...	[ "def", "dump_encoding", "(", "file", ",", "encoding_name", ",", "encoding_list", ")", ":", "write", "=", "file", ".", "write", "write", "(", "\" /* the following are indices into the SID name table */\\n\"", ")", "write", "(", "\" static const unsigned short \"", "+", ...	24.227273	22.818182
def output_stderr(self, text): "text should be bytes" binary_stderr.write(b''.join([ self._red, b't=%07d' % (time.time() - self._t0), self._reset, b' ', text, ])) binary_stderr.flush()	[ "def", "output_stderr", "(", "self", ",", "text", ")", ":", "binary_stderr", ".", "write", "(", "b''", ".", "join", "(", "[", "self", ".", "_red", ",", "b't=%07d'", "%", "(", "time", ".", "time", "(", ")", "-", "self", ".", "_t0", ")", ",", "self...	26.9	14.9
def resume_writing(self, exc=None): '''Resume writing. Successive calls to this method will fails unless :meth:`pause_writing` is called first. ''' assert self._paused self._paused = False waiter = self._waiter if waiter is not None: self._wai...	[ "def", "resume_writing", "(", "self", ",", "exc", "=", "None", ")", ":", "assert", "self", ".", "_paused", "self", ".", "_paused", "=", "False", "waiter", "=", "self", ".", "_waiter", "if", "waiter", "is", "not", "None", ":", "self", ".", "_waiter", ...	31.611111	12.166667
def parse_dbus_address(address): """Parse a D-BUS address string into a list of addresses.""" if address == 'session': address = os.environ.get('DBUS_SESSION_BUS_ADDRESS') if not address: raise ValueError('$DBUS_SESSION_BUS_ADDRESS not set') elif address == 'system': addr...	[ "def", "parse_dbus_address", "(", "address", ")", ":", "if", "address", "==", "'session'", ":", "address", "=", "os", ".", "environ", ".", "get", "(", "'DBUS_SESSION_BUS_ADDRESS'", ")", "if", "not", "address", ":", "raise", "ValueError", "(", "'$DBUS_SESSION_B...	41.83871	17.193548
def comment(self, format, *args): """ Add a comment to hash table before saving to disk. You can add as many comment lines as you like. These comment lines are discarded when loading the file. If you use a null format, all comments are deleted. """ return lib.zhashx_comment(self._as_para...	[ "def", "comment", "(", "self", ",", "format", ",", "", "args", ")", ":", "return", "lib", ".", "zhashx_comment", "(", "self", ".", "_as_parameter_", ",", "format", ",", "", "args", ")" ]	48	18.285714
def get_root_path(): """Get the root path for the application.""" root_path = __file__ return os.path.dirname(os.path.realpath(root_path))	[ "def", "get_root_path", "(", ")", ":", "root_path", "=", "__file__", "return", "os", ".", "path", ".", "dirname", "(", "os", ".", "path", ".", "realpath", "(", "root_path", ")", ")" ]	36.75	12.75
def _request_sender(self, packet: dict): """ Sends a request to a server from a ServiceClient auto dispatch method called from self.send() """ node_id = self._get_node_id_for_packet(packet) client_protocol = self._client_protocols.get(node_id) if node_id and clie...	[ "def", "_request_sender", "(", "self", ",", "packet", ":", "dict", ")", ":", "node_id", "=", "self", ".", "_get_node_id_for_packet", "(", "packet", ")", "client_protocol", "=", "self", ".", "_client_protocols", ".", "get", "(", "node_id", ")", "if", "node_id...	41.95	15.55
def equal(x, y): """ Return True if x == y and False otherwise. This function returns False whenever x and/or y is a NaN. """ x = BigFloat._implicit_convert(x) y = BigFloat._implicit_convert(y) return mpfr.mpfr_equal_p(x, y)	[ "def", "equal", "(", "x", ",", "y", ")", ":", "x", "=", "BigFloat", ".", "_implicit_convert", "(", "x", ")", "y", "=", "BigFloat", ".", "_implicit_convert", "(", "y", ")", "return", "mpfr", ".", "mpfr_equal_p", "(", "x", ",", "y", ")" ]	24.5	14.3
def step_group(k): """Do a single iteration over cbpdn and ccmod steps that can be performed independently for each slice `k` of the input data set. """ cbpdn_xstep(k) if mp_xrlx != 1.0: cbpdn_relax(k) cbpdn_ystep(k) cbpdn_ustep(k) ccmod_setcoef(k) ccmod_xstep(k) if mp_d...	[ "def", "step_group", "(", "k", ")", ":", "cbpdn_xstep", "(", "k", ")", "if", "mp_xrlx", "!=", "1.0", ":", "cbpdn_relax", "(", "k", ")", "cbpdn_ystep", "(", "k", ")", "cbpdn_ustep", "(", "k", ")", "ccmod_setcoef", "(", "k", ")", "ccmod_xstep", "(", "k...	24.357143	19.357143
def set(self, values): """ set new values (values have to be iterable) """ if not hasattr(values, '__iter__') or isinstance(values, string_types): raise SchemaError("Wrong value '%s' for field '%s'" % (values, self._ftype)) # check data are valid before deleting the data ...	[ "def", "set", "(", "self", ",", "values", ")", ":", "if", "not", "hasattr", "(", "values", ",", "'__iter__'", ")", "or", "isinstance", "(", "values", ",", "string_types", ")", ":", "raise", "SchemaError", "(", "\"Wrong value '%s' for field '%s'\"", "%", "(",...	45.181818	17.909091
def list(self, entityid=None): """ Return the entity with the given entity ID in short form. If no entity ID is given, all records are listed. It returns a dictionary of the form: {eid : {'id' : 'isActive' : 'name' : 'revisionNr' : 'state' : 'type' : }} """ params = {} if ent...	[ "def", "list", "(", "self", ",", "entityid", "=", "None", ")", ":", "params", "=", "{", "}", "if", "entityid", ":", "params", "[", "'name'", "]", "=", "entityid", "data", "=", "self", ".", "_http_req", "(", "'connections'", ",", "params", "=", "param...	26.76	19
def __init_from_np2d(self, mat, params_str, ref_dataset): """Initialize data from a 2-D numpy matrix.""" if len(mat.shape) != 2: raise ValueError('Input numpy.ndarray must be 2 dimensional') self.handle = ctypes.c_void_p() if mat.dtype == np.float32 or mat.dtype == np.float6...	[ "def", "__init_from_np2d", "(", "self", ",", "mat", ",", "params_str", ",", "ref_dataset", ")", ":", "if", "len", "(", "mat", ".", "shape", ")", "!=", "2", ":", "raise", "ValueError", "(", "'Input numpy.ndarray must be 2 dimensional'", ")", "self", ".", "han...	40.913043	16.478261
def _get_all_relationships(self): """Return all relationships seen in GO Dag subset.""" relationships_all = set() for goterm in self.go2obj.values(): if goterm.relationship: relationships_all.update(goterm.relationship) if goterm.relationship_rev: ...	[ "def", "_get_all_relationships", "(", "self", ")", ":", "relationships_all", "=", "set", "(", ")", "for", "goterm", "in", "self", ".", "go2obj", ".", "values", "(", ")", ":", "if", "goterm", ".", "relationship", ":", "relationships_all", ".", "update", "("...	44.666667	8.555556
def endless_permutations(N, random_state=None): """ Generate an endless sequence of random integers from permutations of the set [0, ..., N). If we call this N times, we will sweep through the entire set without replacement, on the (N+1)th call a new permutation will be created, etc. Parameter...	[ "def", "endless_permutations", "(", "N", ",", "random_state", "=", "None", ")", ":", "generator", "=", "check_random_state", "(", "random_state", ")", "while", "True", ":", "batch_inds", "=", "generator", ".", "permutation", "(", "N", ")", "for", "b", "in", ...	26.64	21.6
def delete(self, id, kwargs): """Delete an object on the server. Args: id: ID of the object to delete kwargs: Extra options to send to the server (e.g. sudo) Raises: GitlabAuthenticationError: If authentication is not correct GitlabDeleteErro...	[ "def", "delete", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "if", "id", "is", "None", ":", "path", "=", "self", ".", "path", "else", ":", "if", "not", "isinstance", "(", "id", ",", "int", ")", ":", "id", "=", "id", ".", "repla...	33.388889	17
def delete_all_thumbnails(path, recursive=True): """ Delete all files within a path which match the thumbnails pattern. By default, matching files from all sub-directories are also removed. To only remove from the path directory, set recursive=False. """ total = 0 for thumbs in all_thumbnai...	[ "def", "delete_all_thumbnails", "(", "path", ",", "recursive", "=", "True", ")", ":", "total", "=", "0", "for", "thumbs", "in", "all_thumbnails", "(", "path", ",", "recursive", "=", "recursive", ")", ".", "values", "(", ")", ":", "total", "+=", "_delete_...	37.909091	20.454545
def network_interface_get(name, resource_group, **kwargs): ''' .. versionadded:: 2019.2.0 Get details about a specific network interface. :param name: The name of the network interface to query. :param resource_group: The resource group name assigned to the network interface. CLI Exa...	[ "def", "network_interface_get", "(", "name", ",", "resource_group", ",", "", "", "kwargs", ")", ":", "netconn", "=", "__utils__", "[", "'azurearm.get_client'", "]", "(", "'network'", ",", "", "", "kwargs", ")", "try", ":", "nic", "=", "netconn", ".", ...	27.533333	24.933333
def trim_srna_sample(data): """ Remove 3' adapter for smallRNA-seq Uses cutadapt but with different parameters than for other pipelines. """ data = umi_transform(data) in_file = data["files"][0] names = data["rgnames"]['sample'] work_dir = os.path.join(dd.get_work_dir(data), "trimmed") ...	[ "def", "trim_srna_sample", "(", "data", ")", ":", "data", "=", "umi_transform", "(", "data", ")", "in_file", "=", "data", "[", "\"files\"", "]", "[", "0", "]", "names", "=", "data", "[", "\"rgnames\"", "]", "[", "'sample'", "]", "work_dir", "=", "os", ...	50.710526	20.552632
def get_warning_choice(self, message, short_message, style=wx.YES_NO \| wx.NO_DEFAULT \| wx.ICON_WARNING): """Launches proceeding dialog and returns True if ok to proceed""" dlg = GMD.GenericMessageDialog(self.main_window, message, short_m...	[ "def", "get_warning_choice", "(", "self", ",", "message", ",", "short_message", ",", "style", "=", "wx", ".", "YES_NO", "\|", "wx", ".", "NO_DEFAULT", "\|", "wx", ".", "ICON_WARNING", ")", ":", "dlg", "=", "GMD", ".", "GenericMessageDialog", "(", "self", "...	34.666667	24
def is_time_included(self, time): """Check if time is included in analysis period. Return True if time is inside this analysis period, otherwise return False Args: time: A DateTime to be tested Returns: A boolean. True if time is included in analysis pe...	[ "def", "is_time_included", "(", "self", ",", "time", ")", ":", "if", "self", ".", "_timestamps_data", "is", "None", ":", "self", ".", "_calculate_timestamps", "(", ")", "# time filtering in Ladybug Tools is slightly different than \"normal\"", "# filtering since start hour ...	37.684211	18.368421
def request(self, endpoint): """Perform a request for the APIRequest instance 'endpoint'. Parameters ---------- endpoint : APIRequest The endpoint parameter contains an instance of an APIRequest containing the endpoint, method and optionally other parameters ...	[ "def", "request", "(", "self", ",", "endpoint", ")", ":", "method", "=", "endpoint", ".", "method", "method", "=", "method", ".", "lower", "(", ")", "params", "=", "None", "try", ":", "params", "=", "getattr", "(", "endpoint", ",", "\"params\"", ")", ...	33.68254	18.555556
def convert_tanh(params, w_name, scope_name, inputs, layers, weights, names): """ Convert tanh layer. Args: params: dictionary with layer parameters w_name: name prefix in state_dict scope_name: pytorch scope name inputs: pytorch node inputs layers: dictionary with k...	[ "def", "convert_tanh", "(", "params", ",", "w_name", ",", "scope_name", ",", "inputs", ",", "layers", ",", "weights", ",", "names", ")", ":", "print", "(", "'Converting tanh ...'", ")", "if", "names", "==", "'short'", ":", "tf_name", "=", "'TANH'", "+", ...	30	14.916667
def getStats(self): """ Returns the GA4GH protocol representation of this read group set's ReadStats. """ stats = protocol.ReadStats() stats.aligned_read_count = self._numAlignedReads stats.unaligned_read_count = self._numUnalignedReads return stats	[ "def", "getStats", "(", "self", ")", ":", "stats", "=", "protocol", ".", "ReadStats", "(", ")", "stats", ".", "aligned_read_count", "=", "self", ".", "_numAlignedReads", "stats", ".", "unaligned_read_count", "=", "self", ".", "_numUnalignedReads", "return", "s...	33.888889	15.222222
def register_get(self, regex, callback): """ Register a regex for processing HTTP GET requests. If the callback is None, any existing registration is removed. """ if callback is None: # pragma: no cover ...	[ "def", "register_get", "(", "self", ",", "regex", ",", "callback", ")", ":", "if", "callback", "is", "None", ":", "# pragma: no cover", "if", "regex", "in", "self", ".", "get_registrations", ":", "del", "self", ".", "get_registrations", "[", "regex", "]", ...	44.545455	15.090909
def send_result_email(self, sender=None): """Sends an email to admins indicating this Pipeline has completed. For developer convenience. Automatically called from finalized for root Pipelines that do not override the default action. Args: sender: (optional) Override the sender's email address. ...	[ "def", "send_result_email", "(", "self", ",", "sender", "=", "None", ")", ":", "status", "=", "'successful'", "if", "self", ".", "was_aborted", ":", "status", "=", "'aborted'", "app_id", "=", "os", ".", "environ", "[", "'APPLICATION_ID'", "]", "shard_index",...	27.491525	20.898305
def tokenize(self): """Tokenizes all multiword names in the list of Units. Modifies: - (indirectly) self.unit_list, by combining words into compound words. This is done because many names may be composed of multiple words, e.g., 'grizzly bear'. In order to count the number ...	[ "def", "tokenize", "(", "self", ")", ":", "if", "not", "self", ".", "quiet", ":", "print", "print", "\"Finding compound words...\"", "# lists of animal names containing 2-5 separate words", "compound_word_dict", "=", "{", "}", "for", "compound_length", "in", "range", ...	50.904762	26.5
def update_allocated_node_name(self, base_name): """ Updates a node name or generate a new if no node name is available. :param base_name: new node base name """ if base_name is None: return None base_name = re.sub(r"[ ]", "", base_name) if b...	[ "def", "update_allocated_node_name", "(", "self", ",", "base_name", ")", ":", "if", "base_name", "is", "None", ":", "return", "None", "base_name", "=", "re", ".", "sub", "(", "r\"[ ]\"", ",", "\"\"", ",", "base_name", ")", "if", "base_name", "in", "self", ...	47.567568	22
async def get_constants(self): '''Get clash royale constants.''' url = self.BASE + '/constants' data = await self.request(url) return Constants(self, data)	[ "async", "def", "get_constants", "(", "self", ")", ":", "url", "=", "self", ".", "BASE", "+", "'/constants'", "data", "=", "await", "self", ".", "request", "(", "url", ")", "return", "Constants", "(", "self", ",", "data", ")" ]	26.142857	14.142857
def _parse_license_name(long_name): ''' Check if the license name on the PyPI licenses list. Prepends 'OSI Approved :: ' if required. If the license is 'Other/Proprietary License' or unknow, asummes that is a private license. ''' licenses_path = utils.get_data_dir() / 'license_list.txt' with lic...	[ "def", "_parse_license_name", "(", "long_name", ")", ":", "licenses_path", "=", "utils", ".", "get_data_dir", "(", ")", "/", "'license_list.txt'", "with", "licenses_path", ".", "open", "(", "'rt'", ")", "as", "f", ":", "licenses", "=", "[", "line", ".", "s...	37.157895	23.052632
def dynacRepresentation(self): """ Return the Dynac representation of this accelerating gap instance. """ details = [ self.gapID.val, self.energy.val, self.beta.val, self.L.val, self.TTF.val, self.TTFprime.val, ...	[ "def", "dynacRepresentation", "(", "self", ")", ":", "details", "=", "[", "self", ".", "gapID", ".", "val", ",", "self", ".", "energy", ".", "val", ",", "self", ".", "beta", ".", "val", ",", "self", ".", "L", ".", "val", ",", "self", ".", "TTF", ...	27.434783	13
def tap(self, on_element): """ Taps on a given element. :Args: - on_element: The element to tap. """ self._actions.append(lambda: self._driver.execute( Command.SINGLE_TAP, {'element': on_element.id})) return self	[ "def", "tap", "(", "self", ",", "on_element", ")", ":", "self", ".", "_actions", ".", "append", "(", "lambda", ":", "self", ".", "_driver", ".", "execute", "(", "Command", ".", "SINGLE_TAP", ",", "{", "'element'", ":", "on_element", ".", "id", "}", "...	27.3	14.9
def _get_preprocessed(self, data): """ Returns: (DeveloperPackage, new_data) 2-tuple IFF the preprocess function changed the package; otherwise None. """ from rez.serialise import process_python_objects from rez.utils.data_utils import get_dict_diff_str ...	[ "def", "_get_preprocessed", "(", "self", ",", "data", ")", ":", "from", "rez", ".", "serialise", "import", "process_python_objects", "from", "rez", ".", "utils", ".", "data_utils", "import", "get_dict_diff_str", "from", "copy", "import", "deepcopy", "with", "add...	36.696203	22.164557
def apply_config(self, applicator): """ Replace any config tokens in the file's path with values from the config. """ if type(self._fpath) == str: self._fpath = applicator.apply(self._fpath)	[ "def", "apply_config", "(", "self", ",", "applicator", ")", ":", "if", "type", "(", "self", ".", "_fpath", ")", "==", "str", ":", "self", ".", "_fpath", "=", "applicator", ".", "apply", "(", "self", ".", "_fpath", ")" ]	38.166667	10.833333
def user_sentiments_most_frequent( self, username = None, single_most_frequent = True ): """ This function returns the most frequent calculated sentiments expressed in tweets of a specified user. By default, the single most frequent sentiment i...	[ "def", "user_sentiments_most_frequent", "(", "self", ",", "username", "=", "None", ",", "single_most_frequent", "=", "True", ")", ":", "try", ":", "sentiment_frequencies", "=", "collections", ".", "Counter", "(", "self", ".", "user_sentiments", "(", "username", ...	37.409091	18.227273
def event(self, utype, kw): ''' Make a meta-event with a utype of @type. @kw works the same as for pygame.event.Event(). ''' d = {'utype': utype} d.update(kw) pygame.event.post(pygame.event.Event(METAEVENT, d))	[ "def", "event", "(", "self", ",", "utype", ",", "", "", "kw", ")", ":", "d", "=", "{", "'utype'", ":", "utype", "}", "d", ".", "update", "(", "kw", ")", "pygame", ".", "event", ".", "post", "(", "pygame", ".", "event", ".", "Event", "(", "M...	33	21
def _extract_sections(data_block): '''Make a list of sections from an SWC-style data wrapper block''' structure_block = data_block[:, COLS.TYPE:COLS.COL_COUNT].astype(np.int) # SWC ID -> structure_block position id_map = {-1: -1} for i, row in enumerate(structure_block): id_map[row[ID]] = i...	[ "def", "_extract_sections", "(", "data_block", ")", ":", "structure_block", "=", "data_block", "[", ":", ",", "COLS", ".", "TYPE", ":", "COLS", ".", "COL_COUNT", "]", ".", "astype", "(", "np", ".", "int", ")", "# SWC ID -> structure_block position", "id_map", ...	33.26087	19.521739
def angle_between(v1, v2): """Returns the angle in radians between vectors 'v1' and 'v2'. >>> angle_between((1, 0, 0), (0, 1, 0)) 1.5707963267948966 >>> angle_between((1, 0, 0), (1, 0, 0)) 0.0 >>> angle_between((1, 0, 0), (-1, 0, 0)) 3.141592653589793 """ v1_u = unit_vector(v1) ...	[ "def", "angle_between", "(", "v1", ",", "v2", ")", ":", "v1_u", "=", "unit_vector", "(", "v1", ")", "v2_u", "=", "unit_vector", "(", "v2", ")", "# Don't use `np.dot`, does not work with all shapes", "angle", "=", "np", ".", "arccos", "(", "np", ".", "inner",...	27.8125	15.25
def _coerce_scalar_to_index(self, item): """ We need to coerce a scalar to a compat for our index type. Parameters ---------- item : scalar item to coerce """ dtype = self.dtype if self._is_numeric_dtype and isna(item): # We can't coerce to t...	[ "def", "_coerce_scalar_to_index", "(", "self", ",", "item", ")", ":", "dtype", "=", "self", ".", "dtype", "if", "self", ".", "_is_numeric_dtype", "and", "isna", "(", "item", ")", ":", "# We can't coerce to the numeric dtype of \"self\" (unless", "# it's float) if ther...	31.4375	19.8125
def color(number): """ Returns a function that colors a string with a number from 0 to 255. """ if supports_256(): template = "\033[38;5;{number}m{text}\033[0m" else: template = "\033[{number}m{text}\033[0m" def _color(text): if not all([sys.stdout.isatty(), sys.stderr.is...	[ "def", "color", "(", "number", ")", ":", "if", "supports_256", "(", ")", ":", "template", "=", "\"\\033[38;5;{number}m{text}\\033[0m\"", "else", ":", "template", "=", "\"\\033[{number}m{text}\\033[0m\"", "def", "_color", "(", "text", ")", ":", "if", "not", "all"...	30.928571	18.071429
def _forward_pass(self, images): """ Forward pass a list of images through the CNN """ # form image array num_images = len(images) if num_images == 0: return None for image in images: if not isinstance(image, Image): new_images = [] ...	[ "def", "_forward_pass", "(", "self", ",", "images", ")", ":", "# form image array", "num_images", "=", "len", "(", "images", ")", "if", "num_images", "==", "0", ":", "return", "None", "for", "image", "in", "images", ":", "if", "not", "isinstance", "(", "...	41.277778	17.805556
def from_file(self, ifile, codec='ascii'): """Read textgrid from stream. :param file ifile: Stream to read from. :param str codec: Text encoding for the input. Note that this will be ignored for binary TextGrids. """ if ifile.read(12) == b'ooBinaryFile': ...	[ "def", "from_file", "(", "self", ",", "ifile", ",", "codec", "=", "'ascii'", ")", ":", "if", "ifile", ".", "read", "(", "12", ")", "==", "b'ooBinaryFile'", ":", "def", "bin2str", "(", "ifile", ")", ":", "textlen", "=", "struct", ".", "unpack", "(", ...	49.695122	15.719512
def args_length(min_len, max_len, args): """ 检查参数长度 """ not_null(args) if not all(map(lambda v: min_len <= len(v) <= max_len, args)): raise ValueError("Argument length must be between {0} and {1}!".format(min_len, max_len))	[ "def", "args_length", "(", "min_len", ",", "max_len", ",", "", "args", ")", ":", "not_null", "(", "", "args", ")", "if", "not", "all", "(", "map", "(", "lambda", "v", ":", "min_len", "<=", "len", "(", "v", ")", "<=", "max_len", ",", "args", ")"...	32.25	21.25
def advance(self): """Advance the base iterator, publish to constituent iterators.""" elem = next(self._iterable) for deque in self._deques: deque.append(elem)	[ "def", "advance", "(", "self", ")", ":", "elem", "=", "next", "(", "self", ".", "_iterable", ")", "for", "deque", "in", "self", ".", "_deques", ":", "deque", ".", "append", "(", "elem", ")" ]	38.2	8.6
def plot_all_stops(g, ax=None, scalebar=False): """ Parameters ---------- g: A gtfspy.gtfs.GTFS object ax: matplotlib.Axes object, optional If None, a new figure and an axis is created, otherwise results are plotted on the axis. scalebar: bool, optional Whether to include a scale...	[ "def", "plot_all_stops", "(", "g", ",", "ax", "=", "None", ",", "scalebar", "=", "False", ")", ":", "assert", "(", "isinstance", "(", "g", ",", "GTFS", ")", ")", "lon_min", ",", "lon_max", ",", "lat_min", ",", "lat_max", "=", "get_spatial_bounds", "(",...	28.212121	18.515152
def _i2c_start(self): """Send I2C start signal. Must be called within a transaction start/end. """ # Set SCL high and SDA low, repeat 4 times to stay in this state for a # short period of time. self._ft232h.output_pins({0: GPIO.HIGH, 1: GPIO.LOW}, write=False) self._comma...	[ "def", "_i2c_start", "(", "self", ")", ":", "# Set SCL high and SDA low, repeat 4 times to stay in this state for a", "# short period of time.", "self", ".", "_ft232h", ".", "output_pins", "(", "{", "0", ":", "GPIO", ".", "HIGH", ",", "1", ":", "GPIO", ".", "LOW", ...	57.9	22.4
async def authenticate_token_service_url(auth_header: str, credentials: CredentialProvider, service_url: str, channel_id: str) -> ClaimsIdentity: """ Validate the incoming Auth Header Validate the incoming Auth Header as a token sent from the Bot Framework Service. A token issued by the Bot Fra...	[ "async", "def", "authenticate_token_service_url", "(", "auth_header", ":", "str", ",", "credentials", ":", "CredentialProvider", ",", "service_url", ":", "str", ",", "channel_id", ":", "str", ")", "->", "ClaimsIdentity", ":", "identity", "=", "await", "asyncio", ...	47.72	28.76
def array_ratio_std(values_n, sigmas_n, values_d, sigmas_d): r"""Gives error on the ratio of 2 floats or 2 1-dimensional arrays given their values and uncertainties. This assumes the covariance = 0, and that the input uncertainties are small compared to the corresponding input values. _n and _d denote t...	[ "def", "array_ratio_std", "(", "values_n", ",", "sigmas_n", ",", "values_d", ",", "sigmas_d", ")", ":", "std", "=", "np", ".", "sqrt", "(", "(", "sigmas_n", "/", "values_n", ")", "", "2", "+", "(", "sigmas_d", "/", "values_d", ")", "", "2", ")", ...	36.44	19.28
def fw_rule_update(self, data, fw_name=None): """Top level rule update routine. """ LOG.debug("FW Update Debug") self._fw_rule_update(fw_name, data)	[ "def", "fw_rule_update", "(", "self", ",", "data", ",", "fw_name", "=", "None", ")", ":", "LOG", ".", "debug", "(", "\"FW Update Debug\"", ")", "self", ".", "_fw_rule_update", "(", "fw_name", ",", "data", ")" ]	42.25	3
def get(cls, session, team_id): """Return a specific team. Args: session (requests.sessions.Session): Authenticated session. team_id (int): The ID of the team to get. Returns: helpscout.models.Person: A person singleton representing the team, ...	[ "def", "get", "(", "cls", ",", "session", ",", "team_id", ")", ":", "return", "cls", "(", "'/teams/%d.json'", "%", "team_id", ",", "singleton", "=", "True", ",", "session", "=", "session", ",", ")" ]	29.8125	19.25
def update_suggestions(self, text=""): """ * from previous activity \| set time \| minutes ago \| start now * to ongoing \| set time * activity * [@category] * #tags, #tags, #tags * we will leave description for later all our mag...	[ "def", "update_suggestions", "(", "self", ",", "text", "=", "\"\"", ")", ":", "res", "=", "[", "]", "fact", "=", "Fact", "(", "text", ")", "now", "=", "dt", ".", "datetime", ".", "now", "(", ")", "# figure out what we are looking for", "# time -> activity[...	35.142857	21.696429
def _pdf(self, xloc, left, right, cache): """ Probability density function. Example: >>> print(chaospy.Uniform().pdf([-0.5, 0.5, 1.5, 2.5])) [0. 1. 0. 0.] >>> print(Mul(chaospy.Uniform(), 2).pdf([-0.5, 0.5, 1.5, 2.5])) [0. 0.5 0.5 0. ] ...	[ "def", "_pdf", "(", "self", ",", "xloc", ",", "left", ",", "right", ",", "cache", ")", ":", "left", "=", "evaluation", ".", "get_forward_cache", "(", "left", ",", "cache", ")", "right", "=", "evaluation", ".", "get_forward_cache", "(", "right", ",", "c...	37.492063	18.984127
def expanded_indexer(key, ndim): """Given a key for indexing an ndarray, return an equivalent key which is a tuple with length equal to the number of dimensions. The expansion is done by replacing all `Ellipsis` items with the right number of full slices and then padding the key with full slices so tha...	[ "def", "expanded_indexer", "(", "key", ",", "ndim", ")", ":", "if", "not", "isinstance", "(", "key", ",", "tuple", ")", ":", "# numpy treats non-tuple keys equivalent to tuples of length 1", "key", "=", "(", "key", ",", ")", "new_key", "=", "[", "]", "# handli...	39.714286	17.214286
def prepare_to_store(self, entity, value): """Prepare `value` for storage. Called by the Model for each Property, value pair it contains before handing the data off to an adapter. Parameters: entity(Model): The entity to which the value belongs. value: The value bei...	[ "def", "prepare_to_store", "(", "self", ",", "entity", ",", "value", ")", ":", "if", "value", "is", "None", "and", "not", "self", ".", "optional", ":", "raise", "RuntimeError", "(", "f\"Property {self.name_on_model} requires a value.\"", ")", "return", "value" ]	34.473684	19.842105
def dumps(self, obj): ''' Serialize and encrypt a python object ''' return self.encrypt(self.PICKLE_PAD + self.serial.dumps(obj))	[ "def", "dumps", "(", "self", ",", "obj", ")", ":", "return", "self", ".", "encrypt", "(", "self", ".", "PICKLE_PAD", "+", "self", ".", "serial", ".", "dumps", "(", "obj", ")", ")" ]	31.4	22.2
def train(self, net_sizes, epochs, batchsize): """ Initialize the base trainer """ self.trainer = ClassificationTrainer(self.data, self.targets, net_sizes) self.trainer.learn(epochs, batchsize) return self.trainer.evaluate(batchsize)	[ "def", "train", "(", "self", ",", "net_sizes", ",", "epochs", ",", "batchsize", ")", ":", "self", ".", "trainer", "=", "ClassificationTrainer", "(", "self", ".", "data", ",", "self", ".", "targets", ",", "net_sizes", ")", "self", ".", "trainer", ".", "...	52.2	11.6
def flip_one(self, tour): """ Test flipping every single contig sequentially to see if score improves. """ n_accepts = n_rejects = 0 any_tag_ACCEPT = False for i, t in enumerate(tour): if i == 0: score, = self.evaluate_tour_Q(tour) ...	[ "def", "flip_one", "(", "self", ",", "tour", ")", ":", "n_accepts", "=", "n_rejects", "=", "0", "any_tag_ACCEPT", "=", "False", "for", "i", ",", "t", "in", "enumerate", "(", "tour", ")", ":", "if", "i", "==", "0", ":", "score", ",", "=", "self", ...	38.576923	11
def window_handles(self): """ Returns the handles of all windows within the current session. :Usage: :: driver.window_handles """ if self.w3c: return self.execute(Command.W3C_GET_WINDOW_HANDLES)['value'] else: return s...	[ "def", "window_handles", "(", "self", ")", ":", "if", "self", ".", "w3c", ":", "return", "self", ".", "execute", "(", "Command", ".", "W3C_GET_WINDOW_HANDLES", ")", "[", "'value'", "]", "else", ":", "return", "self", ".", "execute", "(", "Command", ".", ...	27.384615	22
def get_replicas(self, service_id: str) -> str: """Get the replication level of a service. Args: service_id (str): docker swarm service id Returns: str, replication level of the service """ # Initialising empty list replicas = [] # Rais...	[ "def", "get_replicas", "(", "self", ",", "service_id", ":", "str", ")", "->", "str", ":", "# Initialising empty list", "replicas", "=", "[", "]", "# Raise an exception if we are not a manager", "if", "not", "self", ".", "_manager", ":", "raise", "RuntimeError", "(...	31.913043	19.608696
def FromTextFormat(cls, text): """Parse this object from a text representation.""" tmp = cls.protobuf() # pylint: disable=not-callable text_format.Merge(text, tmp) return cls.FromSerializedString(tmp.SerializeToString())	[ "def", "FromTextFormat", "(", "cls", ",", "text", ")", ":", "tmp", "=", "cls", ".", "protobuf", "(", ")", "# pylint: disable=not-callable", "text_format", ".", "Merge", "(", "text", ",", "tmp", ")", "return", "cls", ".", "FromSerializedString", "(", "tmp", ...	38.833333	15.666667
def dump_all_outputs(self, job, target, abspaths=None): """ Specialized dumping strategy - copy the entire working directory, then discard the input files that came along for the ride. Not used if there are absolute paths This is slow and wasteful if there are big input files "...	[ "def", "dump_all_outputs", "(", "self", ",", "job", ",", "target", ",", "abspaths", "=", "None", ")", ":", "import", "os", "import", "shutil", "from", "pathlib", "import", "Path", "root", "=", "Path", "(", "native_str", "(", "target", ")", ")", "true_out...	34.439024	15.634146
def setModel(self, model): "Sets the StimulusModel for this editor" self._model = model self.ui.aofsSpnbx.setValue(model.samplerate())	[ "def", "setModel", "(", "self", ",", "model", ")", ":", "self", ".", "_model", "=", "model", "self", ".", "ui", ".", "aofsSpnbx", ".", "setValue", "(", "model", ".", "samplerate", "(", ")", ")" ]	38.75	12.25
def cmd_wp_changealt(self, args): '''handle wp change target alt of multiple waypoints''' if len(args) < 2: print("usage: wp changealt WPNUM NEWALT <NUMWP>") return idx = int(args[0]) if idx < 1 or idx > self.wploader.count(): print("Invalid wp number ...	[ "def", "cmd_wp_changealt", "(", "self", ",", "args", ")", ":", "if", "len", "(", "args", ")", "<", "2", ":", "print", "(", "\"usage: wp changealt WPNUM NEWALT <NUMWP>\"", ")", "return", "idx", "=", "int", "(", "args", "[", "0", "]", ")", "if", "idx", "...	40	18.066667
def render_image1(self, rgbobj, dst_x, dst_y): """Render the image represented by (rgbobj) at dst_x, dst_y in the pixel space. NOTE: this version uses a Figure.FigImage to render the image. """ self.logger.debug("redraw surface") if self.figure is None: retur...	[ "def", "render_image1", "(", "self", ",", "rgbobj", ",", "dst_x", ",", "dst_y", ")", ":", "self", ".", "logger", ".", "debug", "(", "\"redraw surface\"", ")", "if", "self", ".", "figure", "is", "None", ":", "return", "## left, bottom, width, height = self.ax_i...	37.030303	19.333333
def __look_up_geom(self, geomType): """ compares the geometry object's type verse the JSOn specs for geometry types Inputs: geomType - string - geometry object's type Returns: string JSON geometry type or None if not an allowed type """ ...	[ "def", "__look_up_geom", "(", "self", ",", "geomType", ")", ":", "if", "geomType", ".", "lower", "(", ")", "==", "\"point\"", ":", "return", "\"esriGeometryPoint\"", "elif", "geomType", ".", "lower", "(", ")", "==", "\"polyline\"", ":", "return", "\"esriGeom...	35.789474	10.578947
def persist_time(run, session, timings): """ Persist the run results in the database. Args: run: The run we attach this timing results to. session: The db transaction we belong to. timings: The timing measurements we want to store. """ from benchbuild.utils import schema as ...	[ "def", "persist_time", "(", "run", ",", "session", ",", "timings", ")", ":", "from", "benchbuild", ".", "utils", "import", "schema", "as", "s", "for", "timing", "in", "timings", ":", "session", ".", "add", "(", "s", ".", "Metric", "(", "name", "=", "...	34.388889	18.611111
def has_length(value, minimum = None, maximum = None, **kwargs): """Indicate whether ``value`` has a length greater than or equal to a supplied ``minimum`` and/or less than or equal to ``maximum``. .. note:: This function works on any ``value`` that suppo...	[ "def", "has_length", "(", "value", ",", "minimum", "=", "None", ",", "maximum", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "minimum", "is", "None", "and", "maximum", "is", "None", ":", "raise", "ValueError", "(", "'minimum and maximum cannot bot...	37.823529	22.137255
def load_by_pub_key(self, public_key): """ This method will load a SSHKey object from DigitalOcean from a public_key. This method will avoid problems like uploading the same public_key twice. """ data = self.get_data("account/keys/") for jsoned in dat...	[ "def", "load_by_pub_key", "(", "self", ",", "public_key", ")", ":", "data", "=", "self", ".", "get_data", "(", "\"account/keys/\"", ")", "for", "jsoned", "in", "data", "[", "'ssh_keys'", "]", ":", "if", "jsoned", ".", "get", "(", "'public_key'", ",", "\"...	35.357143	12.642857
def center(self, coords): """ center the map on a "map pixel" """ x, y = [round(i, 0) for i in coords] self.view_rect.center = x, y tw, th = self.data.tile_size left, ox = divmod(x, tw) top, oy = divmod(y, th) vec = int(ox / 2), int(oy) iso = v...	[ "def", "center", "(", "self", ",", "coords", ")", ":", "x", ",", "y", "=", "[", "round", "(", "i", ",", "0", ")", "for", "i", "in", "coords", "]", "self", ".", "view_rect", ".", "center", "=", "x", ",", "y", "tw", ",", "th", "=", "self", "....	32.833333	17.261905
def linear_exprs(A, x, b=None, rref=False, Matrix=None): """ Returns Ax - b Parameters ---------- A : matrix_like of numbers Of shape (len(b), len(x)). x : iterable of symbols b : array_like of numbers (default: None) When ``None``, assume zeros of length ``len(x)``. Matrix ...	[ "def", "linear_exprs", "(", "A", ",", "x", ",", "b", "=", "None", ",", "rref", "=", "False", ",", "Matrix", "=", "None", ")", ":", "if", "b", "is", "None", ":", "b", "=", "[", "0", "]", "*", "len", "(", "x", ")", "if", "rref", ":", "rA", ...	31	20
def _write_transport(self, string): """Convenience function to write to the transport""" if isinstance(string, str): # we need to convert to bytes self.transport.write(string.encode('utf-8')) else: self.transport.write(string)	[ "def", "_write_transport", "(", "self", ",", "string", ")", ":", "if", "isinstance", "(", "string", ",", "str", ")", ":", "# we need to convert to bytes", "self", ".", "transport", ".", "write", "(", "string", ".", "encode", "(", "'utf-8'", ")", ")", "else...	45	12.333333
def remove_api_keys_from_group(self, group_id, body, kwargs): # noqa: E501 """Remove API keys from a group. # noqa: E501 An endpoint for removing API keys from groups. Example usage:** `curl -X DELETE https://api.us-east-1.mbedcloud.com/v3/policy-groups/{group-id}/api-keys -d '[0162056a9a1586f3...	[ "def", "remove_api_keys_from_group", "(", "self", ",", "group_id", ",", "body", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", ":", "retu...	63.590909	37.818182
def multiply(lhs, rhs): """Returns element-wise product of the input arrays with broadcasting. Equivalent to ``lhs * rhs`` and ``mx.nd.broadcast_mul(lhs, rhs)`` when shapes of lhs and rhs do not match. If lhs.shape == rhs.shape, this is equivalent to ``mx.nd.elemwise_mul(lhs, rhs)`` .....	[ "def", "multiply", "(", "lhs", ",", "rhs", ")", ":", "# pylint: disable= no-member, protected-access", "if", "isinstance", "(", "lhs", ",", "NDArray", ")", "and", "isinstance", "(", "rhs", ",", "NDArray", ")", "and", "lhs", ".", "shape", "==", "rhs", ".", ...	30.493827	17.395062
def _streaming_request_iterable(self, config, requests): """A generator that yields the config followed by the requests. Args: config (~.speech_v1.types.StreamingRecognitionConfig): The configuration to use for the stream. requests (Iterable[~.speech_v1.types.Str...	[ "def", "_streaming_request_iterable", "(", "self", ",", "config", ",", "requests", ")", ":", "yield", "self", ".", "types", ".", "StreamingRecognizeRequest", "(", "streaming_config", "=", "config", ")", "for", "request", "in", "requests", ":", "yield", "request"...	42.176471	20.882353
def consumer(self, name): """ Create a new consumer for the :py:class:`ConsumerGroup`. :param name: name of consumer :returns: a :py:class:`ConsumerGroup` using the given consumer name. """ return type(self)(self.database, self.name, self.keys, name)	[ "def", "consumer", "(", "self", ",", "name", ")", ":", "return", "type", "(", "self", ")", "(", "self", ".", "database", ",", "self", ".", "name", ",", "self", ".", "keys", ",", "name", ")" ]	36.5	18.25
def _get_default_cache_dir(self): """ Returns default cache directory (data directory) :raises: CacheFileError when default cached file does not is exist :return: path to default cache directory :rtype: str """ return os.path.join(os.path.dirname(__file__), self...	[ "def", "_get_default_cache_dir", "(", "self", ")", ":", "return", "os", ".", "path", ".", "join", "(", "os", ".", "path", ".", "dirname", "(", "__file__", ")", ",", "self", ".", "_DATA_DIR", ")" ]	32.2	19.6
def _unescape_match(self, match): """Given an re.Match, unescape the escape code it represents.""" char = match.group(1) if char in self.ESCAPE_LOOKUP: return self.ESCAPE_LOOKUP[char] elif not char: raise KatcpSyntaxError("Escape slash at end of argument.") ...	[ "def", "_unescape_match", "(", "self", ",", "match", ")", ":", "char", "=", "match", ".", "group", "(", "1", ")", "if", "char", "in", "self", ".", "ESCAPE_LOOKUP", ":", "return", "self", ".", "ESCAPE_LOOKUP", "[", "char", "]", "elif", "not", "char", ...	44	14.888889
def list(self, device=values.unset, sim=values.unset, status=values.unset, direction=values.unset, limit=None, page_size=None): """ Lists CommandInstance records from the API as a list. Unlike stream(), this operation is eager and will load `limit` records into memory before...	[ "def", "list", "(", "self", ",", "device", "=", "values", ".", "unset", ",", "sim", "=", "values", ".", "unset", ",", "status", "=", "values", ".", "unset", ",", "direction", "=", "values", ".", "unset", ",", "limit", "=", "None", ",", "page_size", ...	47.206897	23.758621
def rvs(self, size=1, param=None): """Gives a set of random values drawn from this distribution. Parameters ---------- size : {1, int} The number of values to generate; default is 1. param : {None, string} If provided, will just return values for the give...	[ "def", "rvs", "(", "self", ",", "size", "=", "1", ",", "param", "=", "None", ")", ":", "if", "param", "is", "not", "None", ":", "dtype", "=", "[", "(", "param", ",", "float", ")", "]", "else", ":", "dtype", "=", "[", "(", "p", ",", "float", ...	37.633333	20.366667
def expect(qubits, meas): "For the VQE simulation without sampling." result = {} i = np.arange(len(qubits)) meas = tuple(meas) def to_mask(n): return reduce(lambda acc, im: acc \| (n & (1 << im[0])) << (im[1] - im[0]), enumerate(meas), 0) def to_key(k): return tuple(1 if k & (1 ...	[ "def", "expect", "(", "qubits", ",", "meas", ")", ":", "result", "=", "{", "}", "i", "=", "np", ".", "arange", "(", "len", "(", "qubits", ")", ")", "meas", "=", "tuple", "(", "meas", ")", "def", "to_mask", "(", "n", ")", ":", "return", "reduce"...	29.6	21.8
def get_go_server(settings=None): """Returns a `gocd.Server` configured by the `settings` object. Args: settings: a `gocd_cli.settings.Settings` object. Default: if falsey calls `get_settings`. Returns: gocd.Server: a configured gocd.Server instance """ if not settings: ...	[ "def", "get_go_server", "(", "settings", "=", "None", ")", ":", "if", "not", "settings", ":", "settings", "=", "get_settings", "(", ")", "return", "gocd", ".", "Server", "(", "settings", ".", "get", "(", "'server'", ")", ",", "user", "=", "settings", "...	24.894737	18.157895
def create(self, kwargs): """Create a new Application. Args: kwargs: Arbitrary keyword arguments, including: name (str): A name for the new Application. Returns: A round.Application object if successful. """ resource = self.resource.create(kwa...	[ "def", "create", "(", "self", ",", "", "", "kwargs", ")", ":", "resource", "=", "self", ".", "resource", ".", "create", "(", "kwargs", ")", "if", "'admin_token'", "in", "kwargs", ":", "resource", ".", "context", ".", "authorize", "(", "'Gem-Application...	35.764706	17.470588
def make_spark_lines(table,filename,sc,**kwargs): spark_output = True lines_out_count = False extrema = False for key,value in kwargs.iteritems(): if key == 'lines_out_count': lines_out_count = value if key == 'extrema': extrema = value # removing datetime references from imported postgis database # CUR...	[ "def", "make_spark_lines", "(", "table", ",", "filename", ",", "sc", ",", "", "", "kwargs", ")", ":", "spark_output", "=", "True", "lines_out_count", "=", "False", "extrema", "=", "False", "for", "key", ",", "value", "in", "kwargs", ".", "iteritems", "...	26.175926	22.509259
def locate_cuda(): """Locate the CUDA environment on the system If a valid cuda installation is found this returns a dict with keys 'home', 'nvcc', 'include', and 'lib64' and values giving the absolute path to each directory. Starts by looking for the CUDAHOME env variable. If not found, everything is...	[ "def", "locate_cuda", "(", ")", ":", "nvcc_bin", "=", "'nvcc'", "if", "sys", ".", "platform", ".", "startswith", "(", "\"win\"", ")", ":", "nvcc_bin", "=", "'nvcc.exe'", "# first check if the CUDAHOME env variable is in use", "if", "'CUDAHOME'", "in", "os", ".", ...	38.314815	20.259259
def classify_fit(fqdn, result, argl, *argd): """Analyzes the result of a classification algorithm's fitting. See also :func:`fit` for explanation of arguments. """ if len(argl) > 2: #Usually fit is called with fit(machine, Xtrain, ytrain). yP = argl[2] out = _generic_fit(fqdn, resu...	[ "def", "classify_fit", "(", "fqdn", ",", "result", ",", "", "argl", ",", "", "*", "argd", ")", ":", "if", "len", "(", "argl", ")", ">", "2", ":", "#Usually fit is called with fit(machine, Xtrain, ytrain).", "yP", "=", "argl", "[", "2", "]", "out", "=",...	40.777778	14.888889
def create_model(self, ModelName, PrimaryContainer, args, *kwargs): # pylint: disable=unused-argument """Create a Local Model Object Args: ModelName (str): the Model Name PrimaryContainer (dict): a SageMaker primary container definition """ LocalSagemakerClien...	[ "def", "create_model", "(", "self", ",", "ModelName", ",", "PrimaryContainer", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "# pylint: disable=unused-argument", "LocalSagemakerClient", ".", "_models", "[", "ModelName", "]", "=", "_LocalModel", "(", "Mode...	47	27.625

def enable_pyglet(self, app=None): """Enable event loop integration with pyglet. Parameters ---------- app : ignored Ignored, it's only a placeholder to keep the call signature of all gui activation methods consistent, which simplifies the logic of suppo...

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def stop_deps(self, conf, images): """Stop the containers for all our dependencies""" for dependency, _ in conf.dependency_images(): self.stop_deps(images[dependency], images) try: self.stop_container(images[dependency], fail_on_bad_exit=True, fail_reason="Failed ...

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def key_on(self, value): """ :param value: str of which column to key the rows on like a dictionary :return: None """ if isinstance(value, BASESTRING): value = (value,) self._key_on = value

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def showToolTip( text, point = None, anchor = None, parent = None, background = None, foreground = None, key = None, seconds = 5 ): ""...

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def fix_ar_sample_workflow(brain_or_object): """Re-set the state of an AR, Sample and SamplePartition to match the least-early state of all contained valid/current analyses. Ignores retracted/rejected/cancelled analyses. """ def log_change_state(ar_id, obj_id, src, dst): msg = "While fixing...

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38.203704

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def assert_not_exists(path, sep='.'): """ If path exists, modify to add a counter in the filename. Useful for preventing accidental overrides. For example, if `file.txt` exists, check if `file.1.txt` also exists. Repeat until we find a non-existing version, such as `file.12.txt`. Parameters ...

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def replace_return_line_item_by_id(cls, return_line_item_id, return_line_item, **kwargs): """Replace ReturnLineItem Replace all attributes of ReturnLineItem This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> ...

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def hourly_relative_humidity(self): """A data collection containing hourly relative humidity over they day.""" dpt_data = self._humidity_condition.hourly_dew_point_values( self._dry_bulb_condition) rh_data = [rel_humid_from_db_dpt(x, y) for x, y in zip( self._dry_bulb_con...

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def getFactory(self): """ Return a server factory which creates AMP protocol instances. """ factory = ServerFactory() def protocol(): proto = CredReceiver() proto.portal = Portal( self.loginSystem, [self.loginSystem, ...

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async def random(offset=0., width=1., interval=0.1): """Generate a stream of random numbers.""" while True: await asyncio.sleep(interval) yield offset + width * random_module.random()

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def _branch_name(cls, version): """Defines a mapping between versions and branches. In particular, `-dev` suffixed releases always live on master. Any other (modern) release lives in a branch. """ suffix = version.public[len(version.base_version):] components = version.base_version.split('.') +...

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def get_by_username(self, username): """Retrieve user by username""" res = filter(lambda x: x.username == username, self.users.values()) if len(res) > 0: return res[0] return None

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def _missing_(cls, value): """Lookup function used when value is not found.""" if not (isinstance(value, int) and 0x00 <= value <= 0xFF): raise ValueError('%r is not a valid %s' % (value, cls.__name__)) if 0x0D <= value <= 0xEF: extend_enum(cls, 'Unassigned [0x%s]' % hex(...

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50.5

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def as_action_description(self): """ Get the action description. Returns a dictionary describing the action. """ description = { self.name: { 'href': self.href_prefix + self.href, 'timeRequested': self.time_requested, '...

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def synchronized(lock): """ Synchronization decorator. Allos to set a mutex on any function """ @simple_decorator def wrap(function_target): """Decorator wrapper""" def new_function(*args, **kw): """Decorated function with Mutex""" lock.acquire() ...

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def dump_encoding( file, encoding_name, encoding_list ): """dump a given encoding""" write = file.write write( " /* the following are indices into the SID name table */\n" ) write( " static const unsigned short " + encoding_name + "[" + repr( len( encoding_list ) ) + "] =\n" ) write( " {\n" ) ...

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def output_stderr(self, text): "*text* should be bytes" binary_stderr.write(b''.join([ self._red, b't=%07d' % (time.time() - self._t0), self._reset, b' ', text, ])) binary_stderr.flush()

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def resume_writing(self, exc=None): '''Resume writing. Successive calls to this method will fails unless :meth:`pause_writing` is called first. ''' assert self._paused self._paused = False waiter = self._waiter if waiter is not None: self._wai...

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31.611111

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def parse_dbus_address(address): """Parse a D-BUS address string into a list of addresses.""" if address == 'session': address = os.environ.get('DBUS_SESSION_BUS_ADDRESS') if not address: raise ValueError('$DBUS_SESSION_BUS_ADDRESS not set') elif address == 'system': addr...

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def comment(self, format, *args): """ Add a comment to hash table before saving to disk. You can add as many comment lines as you like. These comment lines are discarded when loading the file. If you use a null format, all comments are deleted. """ return lib.zhashx_comment(self._as_para...

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def get_root_path(): """Get the root path for the application.""" root_path = __file__ return os.path.dirname(os.path.realpath(root_path))

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36.75

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def _request_sender(self, packet: dict): """ Sends a request to a server from a ServiceClient auto dispatch method called from self.send() """ node_id = self._get_node_id_for_packet(packet) client_protocol = self._client_protocols.get(node_id) if node_id and clie...

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41.95

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def equal(x, y): """ Return True if x == y and False otherwise. This function returns False whenever x and/or y is a NaN. """ x = BigFloat._implicit_convert(x) y = BigFloat._implicit_convert(y) return mpfr.mpfr_equal_p(x, y)

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24.5

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def step_group(k): """Do a single iteration over cbpdn and ccmod steps that can be performed independently for each slice `k` of the input data set. """ cbpdn_xstep(k) if mp_xrlx != 1.0: cbpdn_relax(k) cbpdn_ystep(k) cbpdn_ustep(k) ccmod_setcoef(k) ccmod_xstep(k) if mp_d...

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24.357143

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def set(self, values): """ set new values (values have to be iterable) """ if not hasattr(values, '__iter__') or isinstance(values, string_types): raise SchemaError("Wrong value '%s' for field '%s'" % (values, self._ftype)) # check data are valid before deleting the data ...

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45.181818

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def list(self, entityid=None): """ Return the entity with the given entity ID in short form. If no entity ID is given, all records are listed. It returns a dictionary of the form: {eid : {'id' : 'isActive' : 'name' : 'revisionNr' : 'state' : 'type' : }} """ params = {} if ent...

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26.76

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def __init_from_np2d(self, mat, params_str, ref_dataset): """Initialize data from a 2-D numpy matrix.""" if len(mat.shape) != 2: raise ValueError('Input numpy.ndarray must be 2 dimensional') self.handle = ctypes.c_void_p() if mat.dtype == np.float32 or mat.dtype == np.float6...

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40.913043

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def _get_all_relationships(self): """Return all relationships seen in GO Dag subset.""" relationships_all = set() for goterm in self.go2obj.values(): if goterm.relationship: relationships_all.update(goterm.relationship) if goterm.relationship_rev: ...

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44.666667

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def endless_permutations(N, random_state=None): """ Generate an endless sequence of random integers from permutations of the set [0, ..., N). If we call this N times, we will sweep through the entire set without replacement, on the (N+1)th call a new permutation will be created, etc. Parameter...

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26.64

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def delete(self, id, **kwargs): """Delete an object on the server. Args: id: ID of the object to delete **kwargs: Extra options to send to the server (e.g. sudo) Raises: GitlabAuthenticationError: If authentication is not correct GitlabDeleteErro...

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33.388889

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def delete_all_thumbnails(path, recursive=True): """ Delete all files within a path which match the thumbnails pattern. By default, matching files from all sub-directories are also removed. To only remove from the path directory, set recursive=False. """ total = 0 for thumbs in all_thumbnai...

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def network_interface_get(name, resource_group, **kwargs): ''' .. versionadded:: 2019.2.0 Get details about a specific network interface. :param name: The name of the network interface to query. :param resource_group: The resource group name assigned to the network interface. CLI Exa...

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def trim_srna_sample(data): """ Remove 3' adapter for smallRNA-seq Uses cutadapt but with different parameters than for other pipelines. """ data = umi_transform(data) in_file = data["files"][0] names = data["rgnames"]['sample'] work_dir = os.path.join(dd.get_work_dir(data), "trimmed") ...

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def get_warning_choice(self, message, short_message, style=wx.YES_NO | wx.NO_DEFAULT | wx.ICON_WARNING): """Launches proceeding dialog and returns True if ok to proceed""" dlg = GMD.GenericMessageDialog(self.main_window, message, short_m...

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def is_time_included(self, time): """Check if time is included in analysis period. Return True if time is inside this analysis period, otherwise return False Args: time: A DateTime to be tested Returns: A boolean. True if time is included in analysis pe...

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def request(self, endpoint): """Perform a request for the APIRequest instance 'endpoint'. Parameters ---------- endpoint : APIRequest The endpoint parameter contains an instance of an APIRequest containing the endpoint, method and optionally other parameters ...

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def convert_tanh(params, w_name, scope_name, inputs, layers, weights, names): """ Convert tanh layer. Args: params: dictionary with layer parameters w_name: name prefix in state_dict scope_name: pytorch scope name inputs: pytorch node inputs layers: dictionary with k...

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def getStats(self): """ Returns the GA4GH protocol representation of this read group set's ReadStats. """ stats = protocol.ReadStats() stats.aligned_read_count = self._numAlignedReads stats.unaligned_read_count = self._numUnalignedReads return stats

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def register_get(self, regex, callback): """ Register a regex for processing HTTP GET requests. If the callback is None, any existing registration is removed. """ if callback is None: # pragma: no cover ...

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def send_result_email(self, sender=None): """Sends an email to admins indicating this Pipeline has completed. For developer convenience. Automatically called from finalized for root Pipelines that do not override the default action. Args: sender: (optional) Override the sender's email address. ...

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def tokenize(self): """Tokenizes all multiword names in the list of Units. Modifies: - (indirectly) self.unit_list, by combining words into compound words. This is done because many names may be composed of multiple words, e.g., 'grizzly bear'. In order to count the number ...

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50.904762

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def update_allocated_node_name(self, base_name): """ Updates a node name or generate a new if no node name is available. :param base_name: new node base name """ if base_name is None: return None base_name = re.sub(r"[ ]", "", base_name) if b...

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async def get_constants(self): '''Get clash royale constants.''' url = self.BASE + '/constants' data = await self.request(url) return Constants(self, data)

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def _parse_license_name(long_name): ''' Check if the license name on the PyPI licenses list. Prepends 'OSI Approved :: ' if required. If the license is 'Other/Proprietary License' or unknow, asummes that is a private license. ''' licenses_path = utils.get_data_dir() / 'license_list.txt' with lic...

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37.157895

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def dynacRepresentation(self): """ Return the Dynac representation of this accelerating gap instance. """ details = [ self.gapID.val, self.energy.val, self.beta.val, self.L.val, self.TTF.val, self.TTFprime.val, ...

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def tap(self, on_element): """ Taps on a given element. :Args: - on_element: The element to tap. """ self._actions.append(lambda: self._driver.execute( Command.SINGLE_TAP, {'element': on_element.id})) return self

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def _get_preprocessed(self, data): """ Returns: (DeveloperPackage, new_data) 2-tuple IFF the preprocess function changed the package; otherwise None. """ from rez.serialise import process_python_objects from rez.utils.data_utils import get_dict_diff_str ...

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def apply_config(self, applicator): """ Replace any config tokens in the file's path with values from the config. """ if type(self._fpath) == str: self._fpath = applicator.apply(self._fpath)

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def user_sentiments_most_frequent( self, username = None, single_most_frequent = True ): """ This function returns the most frequent calculated sentiments expressed in tweets of a specified user. By default, the single most frequent sentiment i...

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37.409091

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def event(self, utype, **kw): ''' Make a meta-event with a utype of @type. **@kw works the same as for pygame.event.Event(). ''' d = {'utype': utype} d.update(kw) pygame.event.post(pygame.event.Event(METAEVENT, d))

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33

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def _extract_sections(data_block): '''Make a list of sections from an SWC-style data wrapper block''' structure_block = data_block[:, COLS.TYPE:COLS.COL_COUNT].astype(np.int) # SWC ID -> structure_block position id_map = {-1: -1} for i, row in enumerate(structure_block): id_map[row[ID]] = i...

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def angle_between(v1, v2): """Returns the angle in radians between vectors 'v1' and 'v2'. >>> angle_between((1, 0, 0), (0, 1, 0)) 1.5707963267948966 >>> angle_between((1, 0, 0), (1, 0, 0)) 0.0 >>> angle_between((1, 0, 0), (-1, 0, 0)) 3.141592653589793 """ v1_u = unit_vector(v1) ...

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27.8125

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def _coerce_scalar_to_index(self, item): """ We need to coerce a scalar to a compat for our index type. Parameters ---------- item : scalar item to coerce """ dtype = self.dtype if self._is_numeric_dtype and isna(item): # We can't coerce to t...

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31.4375

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def color(number): """ Returns a function that colors a string with a number from 0 to 255. """ if supports_256(): template = "\033[38;5;{number}m{text}\033[0m" else: template = "\033[{number}m{text}\033[0m" def _color(text): if not all([sys.stdout.isatty(), sys.stderr.is...

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30.928571

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def _forward_pass(self, images): """ Forward pass a list of images through the CNN """ # form image array num_images = len(images) if num_images == 0: return None for image in images: if not isinstance(image, Image): new_images = [] ...

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41.277778

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def from_file(self, ifile, codec='ascii'): """Read textgrid from stream. :param file ifile: Stream to read from. :param str codec: Text encoding for the input. Note that this will be ignored for binary TextGrids. """ if ifile.read(12) == b'ooBinaryFile': ...

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49.695122

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def args_length(min_len, max_len, *args): """ 检查参数长度 """ not_null(*args) if not all(map(lambda v: min_len <= len(v) <= max_len, args)): raise ValueError("Argument length must be between {0} and {1}!".format(min_len, max_len))

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32.25

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def advance(self): """Advance the base iterator, publish to constituent iterators.""" elem = next(self._iterable) for deque in self._deques: deque.append(elem)

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38.2

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def plot_all_stops(g, ax=None, scalebar=False): """ Parameters ---------- g: A gtfspy.gtfs.GTFS object ax: matplotlib.Axes object, optional If None, a new figure and an axis is created, otherwise results are plotted on the axis. scalebar: bool, optional Whether to include a scale...

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28.212121

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def _i2c_start(self): """Send I2C start signal. Must be called within a transaction start/end. """ # Set SCL high and SDA low, repeat 4 times to stay in this state for a # short period of time. self._ft232h.output_pins({0: GPIO.HIGH, 1: GPIO.LOW}, write=False) self._comma...

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57.9

22.4

async def authenticate_token_service_url(auth_header: str, credentials: CredentialProvider, service_url: str, channel_id: str) -> ClaimsIdentity: """ Validate the incoming Auth Header Validate the incoming Auth Header as a token sent from the Bot Framework Service. A token issued by the Bot Fra...

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47.72

28.76

def array_ratio_std(values_n, sigmas_n, values_d, sigmas_d): r"""Gives error on the ratio of 2 floats or 2 1-dimensional arrays given their values and uncertainties. This assumes the covariance = 0, and that the input uncertainties are small compared to the corresponding input values. _n and _d denote t...

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36.44

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def fw_rule_update(self, data, fw_name=None): """Top level rule update routine. """ LOG.debug("FW Update Debug") self._fw_rule_update(fw_name, data)

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42.25

3

def get(cls, session, team_id): """Return a specific team. Args: session (requests.sessions.Session): Authenticated session. team_id (int): The ID of the team to get. Returns: helpscout.models.Person: A person singleton representing the team, ...

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29.8125

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def update_suggestions(self, text=""): """ * from previous activity | set time | minutes ago | start now * to ongoing | set time * activity * [@category] * #tags, #tags, #tags * we will leave description for later all our mag...

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35.142857

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def _pdf(self, xloc, left, right, cache): """ Probability density function. Example: >>> print(chaospy.Uniform().pdf([-0.5, 0.5, 1.5, 2.5])) [0. 1. 0. 0.] >>> print(Mul(chaospy.Uniform(), 2).pdf([-0.5, 0.5, 1.5, 2.5])) [0. 0.5 0.5 0. ] ...

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37.492063

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def expanded_indexer(key, ndim): """Given a key for indexing an ndarray, return an equivalent key which is a tuple with length equal to the number of dimensions. The expansion is done by replacing all `Ellipsis` items with the right number of full slices and then padding the key with full slices so tha...

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39.714286

17.214286

def prepare_to_store(self, entity, value): """Prepare `value` for storage. Called by the Model for each Property, value pair it contains before handing the data off to an adapter. Parameters: entity(Model): The entity to which the value belongs. value: The value bei...

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34.473684

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def dumps(self, obj): ''' Serialize and encrypt a python object ''' return self.encrypt(self.PICKLE_PAD + self.serial.dumps(obj))

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31.4

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def train(self, net_sizes, epochs, batchsize): """ Initialize the base trainer """ self.trainer = ClassificationTrainer(self.data, self.targets, net_sizes) self.trainer.learn(epochs, batchsize) return self.trainer.evaluate(batchsize)

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52.2

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def flip_one(self, tour): """ Test flipping every single contig sequentially to see if score improves. """ n_accepts = n_rejects = 0 any_tag_ACCEPT = False for i, t in enumerate(tour): if i == 0: score, = self.evaluate_tour_Q(tour) ...

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38.576923

11

def window_handles(self): """ Returns the handles of all windows within the current session. :Usage: :: driver.window_handles """ if self.w3c: return self.execute(Command.W3C_GET_WINDOW_HANDLES)['value'] else: return s...

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27.384615

22

def get_replicas(self, service_id: str) -> str: """Get the replication level of a service. Args: service_id (str): docker swarm service id Returns: str, replication level of the service """ # Initialising empty list replicas = [] # Rais...

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31.913043

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def FromTextFormat(cls, text): """Parse this object from a text representation.""" tmp = cls.protobuf() # pylint: disable=not-callable text_format.Merge(text, tmp) return cls.FromSerializedString(tmp.SerializeToString())

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38.833333

15.666667

def dump_all_outputs(self, job, target, abspaths=None): """ Specialized dumping strategy - copy the entire working directory, then discard the input files that came along for the ride. Not used if there are absolute paths This is slow and wasteful if there are big input files "...

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34.439024

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def setModel(self, model): "Sets the StimulusModel for this editor" self._model = model self.ui.aofsSpnbx.setValue(model.samplerate())

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def cmd_wp_changealt(self, args): '''handle wp change target alt of multiple waypoints''' if len(args) < 2: print("usage: wp changealt WPNUM NEWALT <NUMWP>") return idx = int(args[0]) if idx < 1 or idx > self.wploader.count(): print("Invalid wp number ...

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def render_image1(self, rgbobj, dst_x, dst_y): """Render the image represented by (rgbobj) at dst_x, dst_y in the pixel space. NOTE: this version uses a Figure.FigImage to render the image. """ self.logger.debug("redraw surface") if self.figure is None: retur...

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def __look_up_geom(self, geomType): """ compares the geometry object's type verse the JSOn specs for geometry types Inputs: geomType - string - geometry object's type Returns: string JSON geometry type or None if not an allowed type """ ...

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def persist_time(run, session, timings): """ Persist the run results in the database. Args: run: The run we attach this timing results to. session: The db transaction we belong to. timings: The timing measurements we want to store. """ from benchbuild.utils import schema as ...

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34.388889

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def has_length(value, minimum = None, maximum = None, **kwargs): """Indicate whether ``value`` has a length greater than or equal to a supplied ``minimum`` and/or less than or equal to ``maximum``. .. note:: This function works on any ``value`` that suppo...

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def load_by_pub_key(self, public_key): """ This method will load a SSHKey object from DigitalOcean from a public_key. This method will avoid problems like uploading the same public_key twice. """ data = self.get_data("account/keys/") for jsoned in dat...

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def center(self, coords): """ center the map on a "map pixel" """ x, y = [round(i, 0) for i in coords] self.view_rect.center = x, y tw, th = self.data.tile_size left, ox = divmod(x, tw) top, oy = divmod(y, th) vec = int(ox / 2), int(oy) iso = v...

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32.833333

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def linear_exprs(A, x, b=None, rref=False, Matrix=None): """ Returns Ax - b Parameters ---------- A : matrix_like of numbers Of shape (len(b), len(x)). x : iterable of symbols b : array_like of numbers (default: None) When ``None``, assume zeros of length ``len(x)``. Matrix ...

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31

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def _write_transport(self, string): """Convenience function to write to the transport""" if isinstance(string, str): # we need to convert to bytes self.transport.write(string.encode('utf-8')) else: self.transport.write(string)

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45

12.333333

def remove_api_keys_from_group(self, group_id, body, **kwargs): # noqa: E501 """Remove API keys from a group. # noqa: E501 An endpoint for removing API keys from groups. **Example usage:** `curl -X DELETE https://api.us-east-1.mbedcloud.com/v3/policy-groups/{group-id}/api-keys -d '[0162056a9a1586f3...

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63.590909

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def multiply(lhs, rhs): """Returns element-wise product of the input arrays with broadcasting. Equivalent to ``lhs * rhs`` and ``mx.nd.broadcast_mul(lhs, rhs)`` when shapes of lhs and rhs do not match. If lhs.shape == rhs.shape, this is equivalent to ``mx.nd.elemwise_mul(lhs, rhs)`` .....

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30.493827

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def _streaming_request_iterable(self, config, requests): """A generator that yields the config followed by the requests. Args: config (~.speech_v1.types.StreamingRecognitionConfig): The configuration to use for the stream. requests (Iterable[~.speech_v1.types.Str...

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42.176471

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def consumer(self, name): """ Create a new consumer for the :py:class:`ConsumerGroup`. :param name: name of consumer :returns: a :py:class:`ConsumerGroup` using the given consumer name. """ return type(self)(self.database, self.name, self.keys, name)

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36.5

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def _get_default_cache_dir(self): """ Returns default cache directory (data directory) :raises: CacheFileError when default cached file does not is exist :return: path to default cache directory :rtype: str """ return os.path.join(os.path.dirname(__file__), self...

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32.2

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def _unescape_match(self, match): """Given an re.Match, unescape the escape code it represents.""" char = match.group(1) if char in self.ESCAPE_LOOKUP: return self.ESCAPE_LOOKUP[char] elif not char: raise KatcpSyntaxError("Escape slash at end of argument.") ...

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44

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def list(self, device=values.unset, sim=values.unset, status=values.unset, direction=values.unset, limit=None, page_size=None): """ Lists CommandInstance records from the API as a list. Unlike stream(), this operation is eager and will load `limit` records into memory before...

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47.206897

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def rvs(self, size=1, param=None): """Gives a set of random values drawn from this distribution. Parameters ---------- size : {1, int} The number of values to generate; default is 1. param : {None, string} If provided, will just return values for the give...

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37.633333

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def expect(qubits, meas): "For the VQE simulation without sampling." result = {} i = np.arange(len(qubits)) meas = tuple(meas) def to_mask(n): return reduce(lambda acc, im: acc | (n & (1 << im[0])) << (im[1] - im[0]), enumerate(meas), 0) def to_key(k): return tuple(1 if k & (1 ...

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29.6

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def get_go_server(settings=None): """Returns a `gocd.Server` configured by the `settings` object. Args: settings: a `gocd_cli.settings.Settings` object. Default: if falsey calls `get_settings`. Returns: gocd.Server: a configured gocd.Server instance """ if not settings: ...

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24.894737

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def create(self, **kwargs): """Create a new Application. Args: **kwargs: Arbitrary keyword arguments, including: name (str): A name for the new Application. Returns: A round.Application object if successful. """ resource = self.resource.create(kwa...

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35.764706

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def make_spark_lines(table,filename,sc,**kwargs): spark_output = True lines_out_count = False extrema = False for key,value in kwargs.iteritems(): if key == 'lines_out_count': lines_out_count = value if key == 'extrema': extrema = value # removing datetime references from imported postgis database # CUR...

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26.175926

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def locate_cuda(): """Locate the CUDA environment on the system If a valid cuda installation is found this returns a dict with keys 'home', 'nvcc', 'include', and 'lib64' and values giving the absolute path to each directory. Starts by looking for the CUDAHOME env variable. If not found, everything is...

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38.314815

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def classify_fit(fqdn, result, *argl, **argd): """Analyzes the result of a classification algorithm's fitting. See also :func:`fit` for explanation of arguments. """ if len(argl) > 2: #Usually fit is called with fit(machine, Xtrain, ytrain). yP = argl[2] out = _generic_fit(fqdn, resu...

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40.777778

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def create_model(self, ModelName, PrimaryContainer, *args, **kwargs): # pylint: disable=unused-argument """Create a Local Model Object Args: ModelName (str): the Model Name PrimaryContainer (dict): a SageMaker primary container definition """ LocalSagemakerClien...

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27.625