kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def genIndex(folder,forceIDs=[]): """expects a folder of ABFs.""" if not os.path.exists(folder+"/swhlab4/"): print(" !! cannot index if no /swhlab4/") return timestart=cm.timethis() files=glob.glob(folder+"/.") #ABF folder files.extend(glob.glob(folder+"/swhlab4/.")) print(" ...	[ "def", "genIndex", "(", "folder", ",", "forceIDs", "=", "[", "]", ")", ":", "if", "not", "os", ".", "path", ".", "exists", "(", "folder", "+", "\"/swhlab4/\"", ")", ":", "print", "(", "\" !! cannot index if no /swhlab4/\"", ")", "return", "timestart", "=",...	36.3125	12.71875
def get_container_file_download_url(cluster, environ, topology, container, path, role=None): ''' :param cluster: :param environ: :param topology: :param container: :param path: :param role: :return: ''' params = dict( cluster=cluster, environ=environ, ...	[ "def", "get_container_file_download_url", "(", "cluster", ",", "environ", ",", "topology", ",", "container", ",", "path", ",", "role", "=", "None", ")", ":", "params", "=", "dict", "(", "cluster", "=", "cluster", ",", "environ", "=", "environ", ",", "topol...	24.153846	23.076923
def readline(self, size = -1): """This reads and returns one entire line. A trailing newline is kept in the string, but may be absent when a file ends with an incomplete line. Note: This readline() looks for a \\r\\n pair even on UNIX because this is what the pseudo tty device returns. S...	[ "def", "readline", "(", "self", ",", "size", "=", "-", "1", ")", ":", "if", "size", "==", "0", ":", "return", "self", ".", "_empty_buffer", "index", "=", "self", ".", "expect", "(", "[", "self", ".", "_pty_newline", ",", "self", ".", "delimiter", "...	54.875	23.9375
def get(cls, user_id, github_id=None, name=None, check_owner=True): """Return a repository. :param integer user_id: User identifier. :param integer github_id: GitHub repository identifier. :param str name: GitHub repository full name. :returns: The repository object. :ra...	[ "def", "get", "(", "cls", ",", "user_id", ",", "github_id", "=", "None", ",", "name", "=", "None", ",", "check_owner", "=", "True", ")", ":", "repo", "=", "cls", ".", "query", ".", "filter", "(", "(", "Repository", ".", "github_id", "==", "github_id"...	48.083333	19.583333
def _replace_variable_with_pattern(match): """Replace a variable match with a pattern that can be used to validate it. Args: match (re.Match): A regular expression match Returns: str: A regular expression pattern that can be used to validate the variable in an expanded path. ...	[ "def", "_replace_variable_with_pattern", "(", "match", ")", ":", "positional", "=", "match", ".", "group", "(", "\"positional\"", ")", "name", "=", "match", ".", "group", "(", "\"name\"", ")", "template", "=", "match", ".", "group", "(", "\"template\"", ")",...	34.068966	18
def exp_transform(params): """Transform parameters into exp-scale weights.""" weights = np.exp(np.asarray(params) - np.mean(params)) return (len(weights) / weights.sum()) * weights	[ "def", "exp_transform", "(", "params", ")", ":", "weights", "=", "np", ".", "exp", "(", "np", ".", "asarray", "(", "params", ")", "-", "np", ".", "mean", "(", "params", ")", ")", "return", "(", "len", "(", "weights", ")", "/", "weights", ".", "su...	47.25	10.75
def submit_metric(self, name, snmp_value, forced_type, tags=None): ''' Convert the values reported as pysnmp-Managed Objects to values and report them to the aggregator ''' tags = [] if tags is None else tags if reply_invalid(snmp_value): # Metrics not present...	[ "def", "submit_metric", "(", "self", ",", "name", ",", "snmp_value", ",", "forced_type", ",", "tags", "=", "None", ")", ":", "tags", "=", "[", "]", "if", "tags", "is", "None", "else", "tags", "if", "reply_invalid", "(", "snmp_value", ")", ":", "# Metri...	39.97561	20.121951
def set(self, dict_name, key, value, priority=None): '''Set a single value for a single key. This requires a session lock. :param str dict_name: name of the dictionary to update :param str key: key to update :param str value: value to assign to `key` :param int priority...	[ "def", "set", "(", "self", ",", "dict_name", ",", "key", ",", "value", ",", "priority", "=", "None", ")", ":", "if", "priority", "is", "not", "None", ":", "priorities", "=", "{", "key", ":", "priority", "}", "else", ":", "priorities", "=", "None", ...	33.9375	19.0625
def reaction_signature(eq, direction=False, stoichiometry=False): """Return unique signature object for :class:`Reaction`. Signature objects are hashable, and compare equal only if the reactions are considered the same according to the specified rules. Args: direction: Include reaction directi...	[ "def", "reaction_signature", "(", "eq", ",", "direction", "=", "False", ",", "stoichiometry", "=", "False", ")", ":", "def", "compounds_sig", "(", "compounds", ")", ":", "if", "stoichiometry", ":", "return", "tuple", "(", "sorted", "(", "compounds", ")", "...	32.37931	20.344828
def check_pypi_updates(dependencies): """Return a list of dependencies to upgrade.""" dependencies_up_to_date = [] for dependency in dependencies.get('pypi', []): # get latest version from PyPI api try: latest_version = get_latest_version_number(dependency.project_name) e...	[ "def", "check_pypi_updates", "(", "dependencies", ")", ":", "dependencies_up_to_date", "=", "[", "]", "for", "dependency", "in", "dependencies", ".", "get", "(", "'pypi'", ",", "[", "]", ")", ":", "# get latest version from PyPI api", "try", ":", "latest_version",...	48.514286	22.142857
def tag_path(cls, project, incident, tag): """Return a fully-qualified tag string.""" return google.api_core.path_template.expand( "projects/{project}/incidents/{incident}/tags/{tag}", project=project, incident=incident, tag=tag, )	[ "def", "tag_path", "(", "cls", ",", "project", ",", "incident", ",", "tag", ")", ":", "return", "google", ".", "api_core", ".", "path_template", ".", "expand", "(", "\"projects/{project}/incidents/{incident}/tags/{tag}\"", ",", "project", "=", "project", ",", "i...	37	14
def cleanup(self): """ Cleans up the key value store. In detail: 1. Deletes all key store references for image_files that do not exist and all key references for its thumbnails and their image_files. 2. Deletes or updates all invalid thumbnail keys """ for ke...	[ "def", "cleanup", "(", "self", ")", ":", "for", "key", "in", "self", ".", "_find_keys", "(", "identity", "=", "'image'", ")", ":", "image_file", "=", "self", ".", "_get", "(", "key", ")", "if", "image_file", "and", "not", "image_file", ".", "exists", ...	41.736842	21.473684
def _fast_dataset( variables: 'OrderedDict[Any, Variable]', coord_variables: Mapping[Any, Variable], ) -> 'Dataset': """Create a dataset as quickly as possible. Beware: the `variables` OrderedDict is modified INPLACE. """ from .dataset import Dataset variables.update(coord_variables) co...	[ "def", "_fast_dataset", "(", "variables", ":", "'OrderedDict[Any, Variable]'", ",", "coord_variables", ":", "Mapping", "[", "Any", ",", "Variable", "]", ",", ")", "->", "'Dataset'", ":", "from", ".", "dataset", "import", "Dataset", "variables", ".", "update", ...	34.25	13.083333
def make_type_error(cls, msg, args, *kwargs): """A helper method to generate an exception type for type checking errors. This method uses `cls.type_check_error_type` to ensure that type checking errors can be caught with a reliable exception type. The type returned by `cls.type_check_error_type` should e...	[ "def", "make_type_error", "(", "cls", ",", "msg", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "cls", ".", "type_check_error_type", "(", "cls", ".", "__name__", ",", "msg", ",", "", "args", ",", "", "", "kwargs", ")" ]	62.25	31.625
def add_cxnSp(self, id_, name, type_member, x, y, cx, cy, flipH, flipV): """ Append a new ``<p:cxnSp>`` shape to the group/shapetree having the properties specified in call. """ prst = MSO_CONNECTOR_TYPE.to_xml(type_member) cxnSp = CT_Connector.new_cxnSp( id_,...	[ "def", "add_cxnSp", "(", "self", ",", "id_", ",", "name", ",", "type_member", ",", "x", ",", "y", ",", "cx", ",", "cy", ",", "flipH", ",", "flipV", ")", ":", "prst", "=", "MSO_CONNECTOR_TYPE", ".", "to_xml", "(", "type_member", ")", "cxnSp", "=", "...	39.454545	14.727273
def _probe_characteristics(self, conn, services, timeout=5.0): """Probe gatt services for all associated characteristics in a BLE device Args: conn (int): the connection handle to probe services (dict): a dictionary of services produced by probe_services() timeout (f...	[ "def", "_probe_characteristics", "(", "self", ",", "conn", ",", "services", ",", "timeout", "=", "5.0", ")", ":", "for", "service", "in", "services", ".", "values", "(", ")", ":", "success", ",", "result", "=", "self", ".", "_enumerate_handles", "(", "co...	39.26087	21.26087
def set_widgets(self): """Set widgets on the Extra Keywords tab.""" existing_inasafe_field = self.parent.get_existing_keyword( 'inasafe_fields') # Remove old container and parameter if self.parameter_container: self.kwExtraKeywordsGridLayout.removeWidget( ...	[ "def", "set_widgets", "(", "self", ")", ":", "existing_inasafe_field", "=", "self", ".", "parent", ".", "get_existing_keyword", "(", "'inasafe_fields'", ")", "# Remove old container and parameter", "if", "self", ".", "parameter_container", ":", "self", ".", "kwExtraKe...	44.316667	16.25
def describe_route_table(route_table_id=None, route_table_name=None, tags=None, region=None, key=None, keyid=None, profile=None): ''' Given route table properties, return route table details if matching table(s) exist. .. versionadded:: 2015.8.0 CLI Ex...	[ "def", "describe_route_table", "(", "route_table_id", "=", "None", ",", "route_table_name", "=", "None", ",", "tags", "=", "None", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "s...	37.322034	26.983051
def intersection(self, other, sort=False): """ Form the intersection of two Index objects. Parameters ---------- other : Index or array-like sort : False or None, default False Sort the resulting index if possible .. versionadded:: 0.24.0 ...	[ "def", "intersection", "(", "self", ",", "other", ",", "sort", "=", "False", ")", ":", "self", ".", "_validate_sort_keyword", "(", "sort", ")", "if", "self", ".", "equals", "(", "other", ")", ":", "return", "self", ".", "_get_reconciled_name_object", "(", ...	33.746269	18.373134
def _PrintEventsStatus(self, events_status): """Prints the status of the events. Args: events_status (EventsStatus): events status. """ if events_status: table_view = views.CLITabularTableView( column_names=['Events:', 'Filtered', 'In time slice', 'Duplicates', ...	[ "def", "_PrintEventsStatus", "(", "self", ",", "events_status", ")", ":", "if", "events_status", ":", "table_view", "=", "views", ".", "CLITabularTableView", "(", "column_names", "=", "[", "'Events:'", ",", "'Filtered'", ",", "'In time slice'", ",", "'Duplicates'"...	36.047619	15.571429
def get_boto_ses_connection(): """ Shortcut for instantiating and returning a boto SESConnection object. :rtype: boto.ses.SESConnection :returns: A boto SESConnection object, from which email sending is done. """ access_key_id = getattr( settings, 'CUCUMBER_SES_ACCESS_KEY_ID', ...	[ "def", "get_boto_ses_connection", "(", ")", ":", "access_key_id", "=", "getattr", "(", "settings", ",", "'CUCUMBER_SES_ACCESS_KEY_ID'", ",", "getattr", "(", "settings", ",", "'AWS_ACCESS_KEY_ID'", ",", "None", ")", ")", "access_key", "=", "getattr", "(", "settings...	32.689655	15.862069
def can(self, permission, obj, kwargs): """Check if we can do something with an object. :param permission: The permission to look for. :param obj: The object to check the ACL of. :param kwargs: The context to pass to predicates. >>> auth.can('read', some_object) >>>...	[ "def", "can", "(", "self", ",", "permission", ",", "obj", ",", "", "", "kwargs", ")", ":", "context", "=", "{", "'user'", ":", "current_user", "}", "for", "func", "in", "self", ".", "context_processors", ":", "context", ".", "update", "(", "func", ...	35.277778	15.611111
def train(self, corpus=None, method='auto', clear_buffer=True, params=None): """ Create an indexing model. Will overwrite the model if it already exists. All indexes become invalid, because documents in them use a now-obsolete representation. The model is trained on documents pr...	[ "def", "train", "(", "self", ",", "corpus", "=", "None", ",", "method", "=", "'auto'", ",", "clear_buffer", "=", "True", ",", "params", "=", "None", ")", ":", "if", "corpus", "is", "not", "None", ":", "# use the supplied corpus only (erase existing buffer, if ...	44.607143	20.392857
def is_address_reserved(self, address): """ Determines if an address belongs to a reserved page. @note: Returns always C{False} for kernel mode addresses. @type address: int @param address: Memory address to query. @rtype: bool @return: C{True} if the address...	[ "def", "is_address_reserved", "(", "self", ",", "address", ")", ":", "try", ":", "mbi", "=", "self", ".", "mquery", "(", "address", ")", "except", "WindowsError", ":", "e", "=", "sys", ".", "exc_info", "(", ")", "[", "1", "]", "if", "e", ".", "wine...	29.863636	18.409091
def _calc_delta(self,ensemble,scaling_matrix=None): ''' calc the scaled ensemble differences from the mean ''' mean = np.array(ensemble.mean(axis=0)) delta = ensemble.as_pyemu_matrix() for i in range(ensemble.shape[0]): delta.x[i,:] -= mean if scaling...	[ "def", "_calc_delta", "(", "self", ",", "ensemble", ",", "scaling_matrix", "=", "None", ")", ":", "mean", "=", "np", ".", "array", "(", "ensemble", ".", "mean", "(", "axis", "=", "0", ")", ")", "delta", "=", "ensemble", ".", "as_pyemu_matrix", "(", "...	38.333333	13
def check_pool(lb, name): ''' Check to see if a pool exists CLI Examples: .. code-block:: bash salt-run f5.check_pool load_balancer pool_name ''' if __opts__['load_balancers'].get(lb, None): (username, password) = list(__opts__['load_balancers'][lb].values()) else: ...	[ "def", "check_pool", "(", "lb", ",", "name", ")", ":", "if", "__opts__", "[", "'load_balancers'", "]", ".", "get", "(", "lb", ",", "None", ")", ":", "(", "username", ",", "password", ")", "=", "list", "(", "__opts__", "[", "'load_balancers'", "]", "[...	27.5625	23.6875
def setNsProp(self, node, name, value): """Set (or reset) an attribute carried by a node. The ns structure must be in scope, this is not checked """ if node is None: node__o = None else: node__o = node._o ret = libxml2mod.xmlSetNsProp(node__o, self._o, name, value) if ...	[ "def", "setNsProp", "(", "self", ",", "node", ",", "name", ",", "value", ")", ":", "if", "node", "is", "None", ":", "node__o", "=", "None", "else", ":", "node__o", "=", "node", ".", "_o", "ret", "=", "libxml2mod", ".", "xmlSetNsProp", "(", "node__o",...	46.555556	9.888889
async def _RPC_handler(self, request: Dict[str, Any]): """用于调用函数并执行.同时如果执行出错也负责将错误转化为对应的调用错误返回给客户端. 执行成功后根据结果进行不同的处理,如果注册的是函数,实例中的方法,或者协程,则获取计算得的结果,并返回给客户端. 如果是异步生成器函数,那么返回的就是一个对应的异步生成器,我们通过对其包装后循环调用实现流传输. Parameters: request (Dict[str, Any]): - python字典形式的请求 Raise...	[ "async", "def", "_RPC_handler", "(", "self", ",", "request", ":", "Dict", "[", "str", ",", "Any", "]", ")", ":", "ID", "=", "request", ".", "get", "(", "\"ID\"", ")", "method", "=", "request", ".", "get", "(", "\"METHOD\"", ")", "with_return", "=", ...	35.411765	14.364706
def OnText(self, event): """Text event method evals the cell and updates the grid""" if not self.ignore_changes: post_command_event(self, self.CodeEntryMsg, code=event.GetString()) self.main_window.grid.grid_renderer.cell_cache.clear() event.Skip()	[ "def", "OnText", "(", "self", ",", "event", ")", ":", "if", "not", "self", ".", "ignore_changes", ":", "post_command_event", "(", "self", ",", "self", ".", "CodeEntryMsg", ",", "code", "=", "event", ".", "GetString", "(", ")", ")", "self", ".", "main_w...	31.888889	24.666667
def _translate(self, options): """ Perform translation of feed options passed in as keyword arguments to CouchDB/Cloudant equivalent. """ translation = dict() for key, val in iteritems_(options): self._validate(key, val, feed_arg_types(self._source)) ...	[ "def", "_translate", "(", "self", ",", "options", ")", ":", "translation", "=", "dict", "(", ")", "for", "key", ",", "val", "in", "iteritems_", "(", "options", ")", ":", "self", ".", "_validate", "(", "key", ",", "val", ",", "feed_arg_types", "(", "s...	41.705882	12.764706
def _AcceptResponses(self, expected_header, info_cb, timeout_ms=None): """Accepts responses until the expected header or a FAIL. Args: expected_header: OKAY or DATA info_cb: Optional callback for text sent from the bootloader. timeout_ms: Timeout in milliseconds to wait fo...	[ "def", "_AcceptResponses", "(", "self", ",", "expected_header", ",", "info_cb", ",", "timeout_ms", "=", "None", ")", ":", "while", "True", ":", "response", "=", "self", ".", "usb", ".", "BulkRead", "(", "64", ",", "timeout_ms", "=", "timeout_ms", ")", "h...	42.472222	19.916667
def OnSelectCard(self, event): """Called when the user selects a card in the tree.""" item = event.GetItem() if item: itemdata = self.readertreepanel.cardtreectrl.GetItemPyData(item) if isinstance(itemdata, smartcard.Card.Card): self.dialogpanel.OnSelectCa...	[ "def", "OnSelectCard", "(", "self", ",", "event", ")", ":", "item", "=", "event", ".", "GetItem", "(", ")", "if", "item", ":", "itemdata", "=", "self", ".", "readertreepanel", ".", "cardtreectrl", ".", "GetItemPyData", "(", "item", ")", "if", "isinstance...	44.444444	16.888889
def find_match(self): """Load the config and find a matching rule. returns the results of find_match_command, a dict of the command and (in the future) other metadata. """ self.load() for yamldoc in self.yamldocs: self.logdebug('\nchecking rule """%s"""\n' %...	[ "def", "find_match", "(", "self", ")", ":", "self", ".", "load", "(", ")", "for", "yamldoc", "in", "self", ".", "yamldocs", ":", "self", ".", "logdebug", "(", "'\\nchecking rule \"\"\"%s\"\"\"\\n'", "%", "yamldoc", ")", "if", "not", "yamldoc", ":", "contin...	33.227273	17.318182
def of_definition(service_def): """Create a connection to a Streaming Analytics service. The single service is defined by `service_def` which can be one of * The `service credentials` copied from the `Service credentials` page of the service console (not the Streams console). Credentials ...	[ "def", "of_definition", "(", "service_def", ")", ":", "vcap_services", "=", "streamsx", ".", "topology", ".", "context", ".", "_vcap_from_service_definition", "(", "service_def", ")", "service_name", "=", "streamsx", ".", "topology", ".", "context", ".", "_name_fr...	63.411765	49.941176
def factory(cls, data_class, **kwargs): """Creates a ``DCCGraph``, a root :class:`Node`: and the node's associated data class instance. This factory is used to get around the chicken-and-egg problem of the ``DCCGraph`` and ``Nodes`` within it having pointers to each other. :par...	[ "def", "factory", "(", "cls", ",", "data_class", ",", "", "", "kwargs", ")", ":", "if", "not", "issubclass", "(", "data_class", ",", "BaseNodeData", ")", ":", "raise", "AttributeError", "(", "'data_class must be a BaseNodeData extender'", ")", "content_type", ...	45.36	20.32
def run(self, jid=None): ''' Execute the overall routine, print results via outputters ''' if self.opts.get('list_hosts'): self._get_roster() ret = {} for roster_file in self.__parsed_rosters: if roster_file.startswith('#'): ...	[ "def", "run", "(", "self", ",", "jid", "=", "None", ")", ":", "if", "self", ".", "opts", ".", "get", "(", "'list_hosts'", ")", ":", "self", ".", "_get_roster", "(", ")", "ret", "=", "{", "}", "for", "roster_file", "in", "self", ".", "__parsed_roste...	36.567568	16.891892
def get_scope_name(self): """ Get current scope and return it as a valid function name. """ name = 'validate_' + unquote(self.resolution_scope).replace('~1', '_').replace('~0', '_') name = re.sub(r'[:/#\.\-\%]', '_', name) name = name.lower().rstrip('_') re...	[ "def", "get_scope_name", "(", "self", ")", ":", "name", "=", "'validate_'", "+", "unquote", "(", "self", ".", "resolution_scope", ")", ".", "replace", "(", "'~1'", ",", "'_'", ")", ".", "replace", "(", "'~0'", ",", "'_'", ")", "name", "=", "re", ".",...	40.25	16
def build_plane_arrays(x, y, qlist): """Build a 2-D array out of data taken in the same plane, for contour plotting. """ if type(qlist) is not list: return_list = False qlist = [qlist] else: return_list = True xv = x[np.where(y==y[0])[0]] yv = y[np.where(x==...	[ "def", "build_plane_arrays", "(", "x", ",", "y", ",", "qlist", ")", ":", "if", "type", "(", "qlist", ")", "is", "not", "list", ":", "return_list", "=", "False", "qlist", "=", "[", "qlist", "]", "else", ":", "return_list", "=", "True", "xv", "=", "x...	30.47619	10.857143
def read(self): """Read version from version file :rtype : Version :return: """ with self._path.open(mode='r') as fh: version = fh.read().strip() return Version(version)	[ "def", "read", "(", "self", ")", ":", "with", "self", ".", "_path", ".", "open", "(", "mode", "=", "'r'", ")", "as", "fh", ":", "version", "=", "fh", ".", "read", "(", ")", ".", "strip", "(", ")", "return", "Version", "(", "version", ")" ]	24.666667	13.333333
def is_date_ranges_intersection(t1start, t1end, t2start, t2end): """ Проверяем совпадают ли периоды """ return (t1start <= t2start <= t1end) or (t2start <= t1start <= t2end)	[ "def", "is_date_ranges_intersection", "(", "t1start", ",", "t1end", ",", "t2start", ",", "t2end", ")", ":", "return", "(", "t1start", "<=", "t2start", "<=", "t1end", ")", "or", "(", "t2start", "<=", "t1start", "<=", "t2end", ")" ]	37.2	12.4
def SetSelected( self, node, point=None, propagate=True ): """Set the given node selected in the square-map""" if node == self.selectedNode: return self.selectedNode = node self.UpdateDrawing() if node: wx.PostEvent( self, SquareSelectionEvent( node=node, ...	[ "def", "SetSelected", "(", "self", ",", "node", ",", "point", "=", "None", ",", "propagate", "=", "True", ")", ":", "if", "node", "==", "self", ".", "selectedNode", ":", "return", "self", ".", "selectedNode", "=", "node", "self", ".", "UpdateDrawing", ...	42.25	17.125
def wait_for_compose(self, compose_id, burst_retry=1, burst_length=30, slow_retry=10, timeout=1800): """Wait for compose request to finalize :param compose_id: int, compose ID to wait for :param ...	[ "def", "wait_for_compose", "(", "self", ",", "compose_id", ",", "burst_retry", "=", "1", ",", "burst_length", "=", "30", ",", "slow_retry", "=", "10", ",", "timeout", "=", "1800", ")", ":", "logger", ".", "debug", "(", "\"Getting compose information for inform...	45.773585	18.056604
def load_module(self, name): """Load a namespace module as if coming from an empty file. """ _verbose_message('namespace module loaded with path {!r}', self.path) # Adjusting code from LoaderBasics if name in sys.modules: mod = sys.modules[name] self.exec...	[ "def", "load_module", "(", "self", ",", "name", ")", ":", "_verbose_message", "(", "'namespace module loaded with path {!r}'", ",", "self", ".", "path", ")", "# Adjusting code from LoaderBasics", "if", "name", "in", "sys", ".", "modules", ":", "mod", "=", "sys", ...	42.676471	23.205882
def __add_morph_features(self, token_dict, feature_string, feature_format='unknown'): """ Parameters ---------- token_dict : dict the node attribute dict belonging to a token node feature_string : str a string representing the ...	[ "def", "__add_morph_features", "(", "self", ",", "token_dict", ",", "feature_string", ",", "feature_format", "=", "'unknown'", ")", ":", "assert", "feature_format", "in", "(", "'attrib_val'", ",", "'val_only'", ",", "'unknown'", ")", "def", "add_val_only_features", ...	45.846154	20.692308
def do_mumble(self, args): """Mumbles what you tell me to.""" repetitions = args.repeat or 1 for i in range(min(repetitions, self.maxrepeats)): output = [] if random.random() < .33: output.append(random.choice(self.MUMBLE_FIRST)) for word in ar...	[ "def", "do_mumble", "(", "self", ",", "args", ")", ":", "repetitions", "=", "args", ".", "repeat", "or", "1", "for", "i", "in", "range", "(", "min", "(", "repetitions", ",", "self", ".", "maxrepeats", ")", ")", ":", "output", "=", "[", "]", "if", ...	42.928571	9.785714
async def setRemoteDescription(self, sessionDescription): """ Changes the remote description associated with the connection. :param: sessionDescription: An :class:`RTCSessionDescription` created from information received over the signaling channel. ""...	[ "async", "def", "setRemoteDescription", "(", "self", ",", "sessionDescription", ")", ":", "# parse and validate description", "description", "=", "sdp", ".", "SessionDescription", ".", "parse", "(", "sessionDescription", ".", "sdp", ")", "description", ".", "type", ...	44.147059	17.705882
def dimension_values(self, dimension, expanded=True, flat=True): """Return the values along the requested dimension. Concatenates values on all nodes with requested dimension. Args: dimension: The dimension to return values for expanded (bool, optional): Whether to expa...	[ "def", "dimension_values", "(", "self", ",", "dimension", ",", "expanded", "=", "True", ",", "flat", "=", "True", ")", ":", "dimension", "=", "self", ".", "get_dimension", "(", "dimension", ",", "strict", "=", "True", ")", ".", "name", "all_dims", "=", ...	47.178571	21.964286
def save_docs(self, files=None, output_dir=None): """ Save documentation files for codebase into `output_dir`. If output dir is None, it'll refrain from building the index page and build the file(s) in the current directory. If `files` is None, it'll build all files in the code...	[ "def", "save_docs", "(", "self", ",", "files", "=", "None", ",", "output_dir", "=", "None", ")", ":", "if", "output_dir", ":", "try", ":", "os", ".", "mkdir", "(", "output_dir", ")", "except", "OSError", ":", "pass", "try", ":", "import", "pkg_resource...	37.547619	20.357143
def main(argv=None, directory=None): """ Main entry point for the tool, used by setup.py Returns a value that can be passed into exit() specifying the exit code. 1 is an error 0 is successful run """ logging.basicConfig(format='%(message)s') argv = argv or sys.argv ...	[ "def", "main", "(", "argv", "=", "None", ",", "directory", "=", "None", ")", ":", "logging", ".", "basicConfig", "(", "format", "=", "'%(message)s'", ")", "argv", "=", "argv", "or", "sys", ".", "argv", "arg_dict", "=", "parse_coverage_args", "(", "argv",...	32.2	13.7
def dict(self): """Return dotenv as dict""" if self._dict: return self._dict values = OrderedDict(self.parse()) self._dict = resolve_nested_variables(values) return self._dict	[ "def", "dict", "(", "self", ")", ":", "if", "self", ".", "_dict", ":", "return", "self", ".", "_dict", "values", "=", "OrderedDict", "(", "self", ".", "parse", "(", ")", ")", "self", ".", "_dict", "=", "resolve_nested_variables", "(", "values", ")", ...	27.625	15.5
def find_window_id(pattern, method='mru', error='raise'): """ xprop -id 0x00a00007 \| grep "WM_CLASS(STRING)" """ import utool as ut winid_candidates = XCtrl.findall_window_ids(pattern) if len(winid_candidates) == 0: if error == 'raise': availab...	[ "def", "find_window_id", "(", "pattern", ",", "method", "=", "'mru'", ",", "error", "=", "'raise'", ")", ":", "import", "utool", "as", "ut", "winid_candidates", "=", "XCtrl", ".", "findall_window_ids", "(", "pattern", ")", "if", "len", "(", "winid_candidates...	42.772727	14.772727
def stem(self, word): """ Stem a Finnish word and return the stemmed form. :param word: The word that is stemmed. :type word: str or unicode :return: The stemmed form. :rtype: unicode """ word = word.lower() step3_success = False r1, r2...	[ "def", "stem", "(", "self", ",", "word", ")", ":", "word", "=", "word", ".", "lower", "(", ")", "step3_success", "=", "False", "r1", ",", "r2", "=", "self", ".", "_r1r2_standard", "(", "word", ",", "self", ".", "__vowels", ")", "# STEP 1: Particles etc...	34.303318	14.218009
def apply(self, func, args=(), kwds=dict()): """Equivalent of the apply() builtin function. It blocks till the result is ready.""" return self.apply_async(func, args, kwds).get()	[ "def", "apply", "(", "self", ",", "func", ",", "args", "=", "(", ")", ",", "kwds", "=", "dict", "(", ")", ")", ":", "return", "self", ".", "apply_async", "(", "func", ",", "args", ",", "kwds", ")", ".", "get", "(", ")" ]	49.75	4.75
def execute(self, args): """Executes single command and returns result.""" command, kwargs = self.parse(args) return self._commands.execute(command, **kwargs)	[ "def", "execute", "(", "self", ",", "", "args", ")", ":", "command", ",", "kwargs", "=", "self", ".", "parse", "(", "", "args", ")", "return", "self", ".", "_commands", ".", "execute", "(", "command", ",", "", "", "kwargs", ")" ]	45.25	8.5
def _modifier(self, operator, params): ''' $orderby: sorts the results of a query in ascending (1) or descending (-1) order. ''' if operator == '$orderby': order_types = {-1: 'DESC', 1: 'ASC'} if not isinstance(params, dict): raise RuntimeError...	[ "def", "_modifier", "(", "self", ",", "operator", ",", "params", ")", ":", "if", "operator", "==", "'$orderby'", ":", "order_types", "=", "{", "-", "1", ":", "'DESC'", ",", "1", ":", "'ASC'", "}", "if", "not", "isinstance", "(", "params", ",", "dict"...	44.333333	26.333333
def union_overlapping(intervals): """Union any overlapping intervals in the given set.""" disjoint_intervals = [] for interval in intervals: if disjoint_intervals and disjoint_intervals[-1].overlaps(interval): disjoint_intervals[-1] = disjoint_intervals[-1].union(interval) else:...	[ "def", "union_overlapping", "(", "intervals", ")", ":", "disjoint_intervals", "=", "[", "]", "for", "interval", "in", "intervals", ":", "if", "disjoint_intervals", "and", "disjoint_intervals", "[", "-", "1", "]", ".", "overlaps", "(", "interval", ")", ":", "...	35.363636	20.545455
def insert_resources(self, resources): """insert_resources(resources) Insert all resources entries in the list RESOURCES into the database. Each element in RESOURCES should be a tuple: (resource, value) Where RESOURCE is a string and VALUE can be any Python value. ...	[ "def", "insert_resources", "(", "self", ",", "resources", ")", ":", "for", "res", ",", "value", "in", "resources", ":", "self", ".", "insert", "(", "res", ",", "value", ")" ]	27.428571	21.642857
def get_password_authentication_key(self, username, password, server_b_value, salt): """ Calculates the final hkdf based on computed S value, and computed U value and the key :param {String} username Username. :param {String} password Password. :param {Long integer} server_b_valu...	[ "def", "get_password_authentication_key", "(", "self", ",", "username", ",", "password", ",", "server_b_value", ",", "salt", ")", ":", "u_value", "=", "calculate_u", "(", "self", ".", "large_a_value", ",", "server_b_value", ")", "if", "u_value", "==", "0", ":"...	53.681818	23.318182
def destroy_volumes(role): """ Destroys all volumes on all the slaves in the cluster for the role. """ state = dcos_agents_state() if not state or 'slaves' not in state.keys(): return False all_success = True for agent in state['slaves']: if not destroy_volume(agent, role): ...	[ "def", "destroy_volumes", "(", "role", ")", ":", "state", "=", "dcos_agents_state", "(", ")", "if", "not", "state", "or", "'slaves'", "not", "in", "state", ".", "keys", "(", ")", ":", "return", "False", "all_success", "=", "True", "for", "agent", "in", ...	32.636364	9.727273
def _fmt_serialization_call(self, data_type, input_value, serialize, depth=0): """Returns the appropriate serialization / deserialization method call for the given data type.""" data_type, _ = unwrap_nullable(data_type) serializer_func = 'serialize' if serialize else 'deserialize' ...	[ "def", "_fmt_serialization_call", "(", "self", ",", "data_type", ",", "input_value", ",", "serialize", ",", "depth", "=", "0", ")", ":", "data_type", ",", "_", "=", "unwrap_nullable", "(", "data_type", ")", "serializer_func", "=", "'serialize'", "if", "seriali...	46.903226	18.548387
def xstep(self): r"""Minimise Augmented Lagrangian with respect to :math:`\mathbf{x}`. """ self.cgit = None self.YU[:] = self.Y - self.U b = self.ZSf + self.rho*sl.rfftn(self.YU, None, self.cri.axisN) self.Xf[:], cgit = sl.solvemdbi_cg(self.Zf, self.rho, b, ...	[ "def", "xstep", "(", "self", ")", ":", "self", ".", "cgit", "=", "None", "self", ".", "YU", "[", ":", "]", "=", "self", ".", "Y", "-", "self", ".", "U", "b", "=", "self", ".", "ZSf", "+", "self", ".", "rho", "*", "sl", ".", "rfftn", "(", ...	45.357143	20.928571
def tmarker(self, lat, long, text, color=None, icon=None, style=None): """ Returns the map with a text marker to the default map """ try: self.dsmap = self._marker( lat, long, text, self.dsmap, color, icon, True, style) return self.dsmap ex...	[ "def", "tmarker", "(", "self", ",", "lat", ",", "long", ",", "text", ",", "color", "=", "None", ",", "icon", "=", "None", ",", "style", "=", "None", ")", ":", "try", ":", "self", ".", "dsmap", "=", "self", ".", "_marker", "(", "lat", ",", "long...	39.6	15.6
def print_stats(correctness, confidence, name): """ Prints out accuracy, coverage, etc. statistics :param correctness: ndarray One bool per example specifying whether it was correctly classified :param confidence: ndarray The probability associated with each prediction :param name: str The name of...	[ "def", "print_stats", "(", "correctness", ",", "confidence", ",", "name", ")", ":", "accuracy", "=", "correctness", ".", "mean", "(", ")", "wrongness", "=", "1", "-", "correctness", "denom1", "=", "np", ".", "maximum", "(", "1", ",", "wrongness", ".", ...	43.333333	15.454545
def home(self, args, *kwargs): """ Home robot's head and plunger motors. """ # Home gantry first to avoid colliding with labware # and to make sure tips are not in the liquid while # homing plungers. Z/A axis will automatically home before X/Y self.poses = self...	[ "def", "home", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "# Home gantry first to avoid colliding with labware", "# and to make sure tips are not in the liquid while", "# homing plungers. Z/A axis will automatically home before X/Y", "self", ".", "poses", ...	44.045455	20.318182
def assign_power_curve(self, wake_losses_model='power_efficiency_curve', smoothing=False, block_width=0.5, standard_deviation_method='turbulence_intensity', smoothing_order='wind_farm_power_curves', turbulence_in...	[ "def", "assign_power_curve", "(", "self", ",", "wake_losses_model", "=", "'power_efficiency_curve'", ",", "smoothing", "=", "False", ",", "block_width", "=", "0.5", ",", "standard_deviation_method", "=", "'turbulence_intensity'", ",", "smoothing_order", "=", "'wind_farm...	53.321678	21.160839
def have_environment_marker_support(): """ Check whether setuptools has support for PEP-426 environment marker support. Based on the ``setup.py`` script of the ``pytest`` package: https://bitbucket.org/pytest-dev/pytest/src/default/setup.py """ try: from pkg_resources import parse_versi...	[ "def", "have_environment_marker_support", "(", ")", ":", "try", ":", "from", "pkg_resources", "import", "parse_version", "from", "setuptools", "import", "__version__", "return", "parse_version", "(", "__version__", ")", ">=", "parse_version", "(", "'0.7.2'", ")", "e...	35.692308	18.153846
def call_actions_parallel(self, service_name, actions, **kwargs): """ Build and send multiple job requests to one service, each job with one action, to be executed in parallel, and return once all responses have been received. Returns a list of action responses, one for each action in t...	[ "def", "call_actions_parallel", "(", "self", ",", "service_name", ",", "actions", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "call_actions_parallel_future", "(", "service_name", ",", "actions", ",", "", "", "kwargs", ")", ".", "result", "(",...	61.047619	34.809524
def get_methods_class(self, class_name): """ Return all methods of a specific class :param class_name: the class name :type class_name: string :rtype: a list with :class:`EncodedMethod` objects """ l = [] for i in self.get_classes(): for j in...	[ "def", "get_methods_class", "(", "self", ",", "class_name", ")", ":", "l", "=", "[", "]", "for", "i", "in", "self", ".", "get_classes", "(", ")", ":", "for", "j", "in", "i", ".", "get_methods", "(", ")", ":", "if", "class_name", "==", "j", ".", "...	26.5625	14.4375
def _mirror_idx_cov(self, f_values, idx1): # will most likely be removed """obsolete and subject to removal (TODO), return indices for negative ("active") update of the covariance matrix assuming that ``f_values[idx1[i]]`` and ``f_values[-1-i]`` are the corresponding mirrored values ...	[ "def", "_mirror_idx_cov", "(", "self", ",", "f_values", ",", "idx1", ")", ":", "# will most likely be removed", "idx2", "=", "np", ".", "arange", "(", "len", "(", "f_values", ")", "-", "1", ",", "len", "(", "f_values", ")", "-", "1", "-", "len", "(", ...	48.192308	26.230769
def before_app_first_request(self, f): """Like :meth:`Flask.before_first_request`. Such a function is executed before the first request to the application. """ self.record_once(lambda s: s.app.before_first_request_funcs.append(f)) return f	[ "def", "before_app_first_request", "(", "self", ",", "f", ")", ":", "self", ".", "record_once", "(", "lambda", "s", ":", "s", ".", "app", ".", "before_first_request_funcs", ".", "append", "(", "f", ")", ")", "return", "f" ]	45.833333	14.166667
def remove(self, node): """Remove a node from the list. The node argument must be a node that was previously inserted in the list """ if node is None or node._prev == -1: return if node._next is None: self._last = node._prev # last node ...	[ "def", "remove", "(", "self", ",", "node", ")", ":", "if", "node", "is", "None", "or", "node", ".", "_prev", "==", "-", "1", ":", "return", "if", "node", ".", "_next", "is", "None", ":", "self", ".", "_last", "=", "node", ".", "_prev", "# last no...	30.555556	14.666667
def project(descs, root_file=None): """ Make a new project, using recursion and alias resolution. Use this function in preference to calling Project() directly. """ load.ROOT_FILE = root_file desc = merge.merge(merge.DEFAULT_PROJECT, descs) path = desc.get('path', '') if root_file: ...	[ "def", "project", "(", "", "descs", ",", "root_file", "=", "None", ")", ":", "load", ".", "ROOT_FILE", "=", "root_file", "desc", "=", "merge", ".", "merge", "(", "merge", ".", "DEFAULT_PROJECT", ",", "", "descs", ")", "path", "=", "desc", ".", "get...	25.083333	18
def get_nova_endpoint(cls, json_resp, nova_api_version=None): """ Parse the service catalog returned by the Identity API for an endpoint matching the Nova service with the requested version Sends a CRITICAL service check when no viable candidates are found in the Catalog """ ...	[ "def", "get_nova_endpoint", "(", "cls", ",", "json_resp", ",", "nova_api_version", "=", "None", ")", ":", "nova_version", "=", "nova_api_version", "or", "DEFAULT_NOVA_API_VERSION", "catalog", "=", "json_resp", ".", "get", "(", "'token'", ",", "{", "}", ")", "....	47.653846	22.807692
def delete(self, record_key): ''' a method to delete a file :param record_key: string with name of file :return: string reporting outcome ''' title = '%s.delete' % self.__class__.__name__ # validate inputs input_fields = { 'record_key': record_key ...	[ "def", "delete", "(", "self", ",", "record_key", ")", ":", "title", "=", "'%s.delete'", "%", "self", ".", "__class__", ".", "__name__", "# validate inputs", "input_fields", "=", "{", "'record_key'", ":", "record_key", "}", "for", "key", ",", "value", "in", ...	30.365385	19.903846
def stderrHandler(level, object, category, file, line, message): """ A log handler that writes to stderr. @type level: string @type object: string (or None) @type category: string @type message: string """ o = "" if object: o = '"' + object + '"' where = "(%s:%d)...	[ "def", "stderrHandler", "(", "level", ",", "object", ",", "category", ",", "file", ",", "line", ",", "message", ")", ":", "o", "=", "\"\"", "if", "object", ":", "o", "=", "'\"'", "+", "object", "+", "'\"'", "where", "=", "\"(%s:%d)\"", "%", "(", "f...	30.387097	19.354839
def generate_n_and_k_counters(max_order, species, central_symbols_prefix="M_", raw_symbols_prefix="x_"): r""" Makes a counter for central moments (n_counter) and a counter for raw moment (k_counter). Each is a list of :class:`~means.approximation.ode_problem.Moment`s. Therefore, each :cl...	[ "def", "generate_n_and_k_counters", "(", "max_order", ",", "species", ",", "central_symbols_prefix", "=", "\"M_\"", ",", "raw_symbols_prefix", "=", "\"x_\"", ")", ":", "n_moments", "=", "max_order", "+", "1", "# first order moments are always 1", "k_counter", "=", "["...	52.571429	32.061224
def get_rounded(self, digits): """ Return a vector with the elements rounded to the given number of digits. """ result = self.copy() result.round(digits) return result	[ "def", "get_rounded", "(", "self", ",", "digits", ")", ":", "result", "=", "self", ".", "copy", "(", ")", "result", ".", "round", "(", "digits", ")", "return", "result" ]	39	10.6
def _complete_el(self, symbol, attribute, fullsymbol): """Suggests a list of completions based on the el_* attributes of the user_context.""" if symbol != fullsymbol: #We have a sym%sym%... chain and the completion just needs to #be a member variable or method of the type...	[ "def", "_complete_el", "(", "self", ",", "symbol", ",", "attribute", ",", "fullsymbol", ")", ":", "if", "symbol", "!=", "fullsymbol", ":", "#We have a sym%sym%... chain and the completion just needs to", "#be a member variable or method of the type being referenced.", "return",...	50.210526	19.421053
def delete_pool_member(hostname, username, password, name, member): ''' Delete an existing pool member. hostname The host/address of the bigip device username The iControl REST username password The iControl REST password name The name of the pool to be modified ...	[ "def", "delete_pool_member", "(", "hostname", ",", "username", ",", "password", ",", "name", ",", "member", ")", ":", "ret", "=", "{", "'name'", ":", "name", ",", "'changes'", ":", "{", "}", ",", "'result'", ":", "False", ",", "'comment'", ":", "''", ...	30.092308	21.476923
def _sub(cmd, sections): """Build Subcmd instance.""" cmd_func = cmd if isfunction(cmd) else cmd.cmd return Subcmd(baredoc(cmd), sections, func=cmd_func)	[ "def", "_sub", "(", "cmd", ",", "", "sections", ")", ":", "cmd_func", "=", "cmd", "if", "isfunction", "(", "cmd", ")", "else", "cmd", ".", "cmd", "return", "Subcmd", "(", "baredoc", "(", "cmd", ")", ",", "", "sections", ",", "func", "=", "cmd_fun...	41	10.5
def inFocus(self): """Set GUI on-top flag""" previous_flags = self.window.flags() self.window.setFlags(previous_flags \| QtCore.Qt.WindowStaysOnTopHint)	[ "def", "inFocus", "(", "self", ")", ":", "previous_flags", "=", "self", ".", "window", ".", "flags", "(", ")", "self", ".", "window", ".", "setFlags", "(", "previous_flags", "\|", "QtCore", ".", "Qt", ".", "WindowStaysOnTopHint", ")" ]	40	10.2
def maybe_run(self, job): """check location dependencies, and run if they are met.""" msg_id = job.msg_id self.log.debug("Attempting to assign task %s", msg_id) if not self.targets: # no engines, definitely can't run return False if job.follow or ...	[ "def", "maybe_run", "(", "self", ",", "job", ")", ":", "msg_id", "=", "job", ".", "msg_id", "self", ".", "log", ".", "debug", "(", "\"Attempting to assign task %s\"", ",", "msg_id", ")", "if", "not", "self", ".", "targets", ":", "# no engines, definitely can...	40.181818	14.927273
def process_composite_comment(self, level, comments, key): """ Process comments for composites such as MAP, LAYER etc. """ if key not in comments: comment = "" else: value = comments[key] spacer = self.whitespace(level, 0) if isins...	[ "def", "process_composite_comment", "(", "self", ",", "level", ",", "comments", ",", "key", ")", ":", "if", "key", "not", "in", "comments", ":", "comment", "=", "\"\"", "else", ":", "value", "=", "comments", "[", "key", "]", "spacer", "=", "self", ".",...	32.882353	17.588235
def getDynLocal(name): ''' Dynamically import a python module and return a local. Example: cls = getDynLocal('foopkg.barmod.BlahClass') blah = cls() ''' if name.find('.') == -1: return None modname, objname = name.rsplit('.', 1) mod = getDynMod(modname) if mod...	[ "def", "getDynLocal", "(", "name", ")", ":", "if", "name", ".", "find", "(", "'.'", ")", "==", "-", "1", ":", "return", "None", "modname", ",", "objname", "=", "name", ".", "rsplit", "(", "'.'", ",", "1", ")", "mod", "=", "getDynMod", "(", "modna...	19.526316	23.842105
def updateNewCredentialValues(self): """ Set the new credential values to the credentials to use, and delete the new ones """ credentials_base = "disk.0.os.credentials." new_credentials_base = "disk.0.os.credentials.new." for elem in ['password', 'public_key', 'private_...	[ "def", "updateNewCredentialValues", "(", "self", ")", ":", "credentials_base", "=", "\"disk.0.os.credentials.\"", "new_credentials_base", "=", "\"disk.0.os.credentials.new.\"", "for", "elem", "in", "[", "'password'", ",", "'public_key'", ",", "'private_key'", "]", ":", ...	44.333333	23.166667
def find_subdirs(startdir='.', recursion_depth=None): """Find all subdirectory of a directory. Inputs: startdir: directory to start with. Defaults to the current folder. recursion_depth: number of levels to traverse. None is infinite. Output: a list of absolute names of subfolders. Ex...	[ "def", "find_subdirs", "(", "startdir", "=", "'.'", ",", "recursion_depth", "=", "None", ")", ":", "startdir", "=", "os", ".", "path", ".", "expanduser", "(", "startdir", ")", "direct_subdirs", "=", "[", "os", ".", "path", ".", "join", "(", "startdir", ...	36.896552	20.310345
def consider_member(name_member, member, module, class_=None): """Return \|True\| if the given member should be added to the substitutions. If not return \|False\|. Some examples based on the site-package \|numpy\|: >>> from hydpy.core.autodoctools import Substituter >>> import numpy...	[ "def", "consider_member", "(", "name_member", ",", "member", ",", "module", ",", "class_", "=", "None", ")", ":", "if", "name_member", ".", "startswith", "(", "'_'", ")", ":", "return", "False", "if", "inspect", ".", "ismodule", "(", "member", ")", ":", ...	30.84	18.52
def main(): """Main function to sweep parameters of a certain algorithm.""" parser = argparse.ArgumentParser( description="Runs the speficied algorithm(s) on the MSAF " "formatted dataset.", formatter_class=argparse.ArgumentDefaultsHelpFormatter) parser.add_argument("in_path", ...	[ "def", "main", "(", ")", ":", "parser", "=", "argparse", ".", "ArgumentParser", "(", "description", "=", "\"Runs the speficied algorithm(s) on the MSAF \"", "\"formatted dataset.\"", ",", "formatter_class", "=", "argparse", ".", "ArgumentDefaultsHelpFormatter", ")", "pars...	41.818182	12.054545
def _check_pypi_version(self): """ When the version is out of date or we have trouble retrieving it print a error to stderr and pause. """ try: check_version() except VersionException as err: print(str(err), file=sys.stderr) time.sleep(TWO_SECO...	[ "def", "_check_pypi_version", "(", "self", ")", ":", "try", ":", "check_version", "(", ")", "except", "VersionException", "as", "err", ":", "print", "(", "str", "(", "err", ")", ",", "file", "=", "sys", ".", "stderr", ")", "time", ".", "sleep", "(", ...	35.111111	14.222222
def valid_audio(y, mono=True): '''Validate whether a variable contains valid, mono audio data. Parameters ---------- y : np.ndarray The input data to validate mono : bool Whether or not to force monophonic audio Returns ------- valid : bool True if all tests pass ...	[ "def", "valid_audio", "(", "y", ",", "mono", "=", "True", ")", ":", "if", "not", "isinstance", "(", "y", ",", "np", ".", "ndarray", ")", ":", "raise", "ParameterError", "(", "'data must be of type numpy.ndarray'", ")", "if", "not", "np", ".", "issubdtype",...	27.677419	24.096774
def gcs_files(prefix_filter=None): """List all files in GCS bucket.""" top_level_xml_str = download_gcs_file("", prefix_filter=prefix_filter) xml_root = ElementTree.fromstring(top_level_xml_str) filenames = [el[0].text for el in xml_root if el.tag.endswith("Contents")] return filenames	[ "def", "gcs_files", "(", "prefix_filter", "=", "None", ")", ":", "top_level_xml_str", "=", "download_gcs_file", "(", "\"\"", ",", "prefix_filter", "=", "prefix_filter", ")", "xml_root", "=", "ElementTree", ".", "fromstring", "(", "top_level_xml_str", ")", "filenam...	48.5	18.333333
def _configMailer(self): """ Config Mailer Class """ self._MAILER = Mailer(self.MAILER_HOST, self.MAILER_PORT) self._MAILER.login(self.MAILER_USER, self.MAILER_PWD)	[ "def", "_configMailer", "(", "self", ")", ":", "self", ".", "_MAILER", "=", "Mailer", "(", "self", ".", "MAILER_HOST", ",", "self", ".", "MAILER_PORT", ")", "self", ".", "_MAILER", ".", "login", "(", "self", ".", "MAILER_USER", ",", "self", ".", "MAILE...	46.25	15.5
def get_marker_height(self): """ Gets the height of message marker. """ return self.editor.viewport().height() / TextHelper( self.editor).line_count()	[ "def", "get_marker_height", "(", "self", ")", ":", "return", "self", ".", "editor", ".", "viewport", "(", ")", ".", "height", "(", ")", "/", "TextHelper", "(", "self", ".", "editor", ")", ".", "line_count", "(", ")" ]	31.5	6.166667
def normalize_mode(mode): ''' Return a mode value, normalized to a string and containing a leading zero if it does not have one. Allow "keep" as a valid mode (used by file state/module to preserve mode from the Salt fileserver in file states). ''' if mode is None: return None if...	[ "def", "normalize_mode", "(", "mode", ")", ":", "if", "mode", "is", "None", ":", "return", "None", "if", "not", "isinstance", "(", "mode", ",", "six", ".", "string_types", ")", ":", "mode", "=", "six", ".", "text_type", "(", "mode", ")", "if", "six",...	37.705882	22.058824
def payload(self): """The payload property automatically decodes the encapsulated data.""" if self.args_rdf_name: # Now try to create the correct RDFValue. result_cls = self.classes.get(self.args_rdf_name, rdfvalue.RDFString) result = result_cls.FromSerializedString( self.Get("args"...	[ "def", "payload", "(", "self", ")", ":", "if", "self", ".", "args_rdf_name", ":", "# Now try to create the correct RDFValue.", "result_cls", "=", "self", ".", "classes", ".", "get", "(", "self", ".", "args_rdf_name", ",", "rdfvalue", ".", "RDFString", ")", "re...	39.222222	16.888889
def top_parents(papers, topn=20, verbose=False): """ Returns a list of :class:`.Paper` that cite the topn most cited papers. Parameters ---------- papers : list A list of :class:`.Paper` objects. topn : int or float {0.-1.} Number (int) or percentage (float) of top-cited papers....	[ "def", "top_parents", "(", "papers", ",", "topn", "=", "20", ",", "verbose", "=", "False", ")", ":", "if", "verbose", ":", "print", "\"Getting parents of top \"", "+", "unicode", "(", "topn", ")", "+", "\" most cited papers.\"", "top", ",", "counts", "=", ...	29.722222	21.5
def get_person_by_regid(self, regid): """ Returns a restclients.Person object for the given regid. If the regid isn't found, or if there is an error communicating with the PWS, a DataFailureException will be thrown. """ if not self.valid_uwregid(regid): raise...	[ "def", "get_person_by_regid", "(", "self", ",", "regid", ")", ":", "if", "not", "self", ".", "valid_uwregid", "(", "regid", ")", ":", "raise", "InvalidRegID", "(", "regid", ")", "url", "=", "\"{}/{}/full.json\"", ".", "format", "(", "PERSON_PREFIX", ",", "...	39.25	19.375
def score_pairwise(aseq, bseq): """Compute pairwise distances between two sequences (raw strings).""" assert len(aseq) == len(bseq) # Affine gap penalties -- default values from EMBOSS needle/water GAP_OPEN = -10.0 GAP_EXTEND = -0.5 GAP_CHARS = frozenset('-.') score = 0.0 in_gap = True...	[ "def", "score_pairwise", "(", "aseq", ",", "bseq", ")", ":", "assert", "len", "(", "aseq", ")", "==", "len", "(", "bseq", ")", "# Affine gap penalties -- default values from EMBOSS needle/water", "GAP_OPEN", "=", "-", "10.0", "GAP_EXTEND", "=", "-", "0.5", "GAP_...	31.5	20.411765
def solve(self): ''' Solves a one period consumption saving problem with risky income and shocks to medical need. Parameters ---------- None Returns ------- solution : ConsumerSolution The solution to the one period problem, including...	[ "def", "solve", "(", "self", ")", ":", "aLvl", ",", "trash", "=", "self", ".", "prepareToCalcEndOfPrdvP", "(", ")", "EndOfPrdvP", "=", "self", ".", "calcEndOfPrdvP", "(", ")", "if", "self", ".", "vFuncBool", ":", "self", ".", "makeEndOfPrdvFunc", "(", "E...	37.064516	21.83871
def ToJSon(self, columns_order=None, order_by=()): """Returns a string that can be used in a JS DataTable constructor. This method writes a JSON string that can be passed directly into a Google Visualization API DataTable constructor. Use this output if you are hosting the visualization HTML on your si...	[ "def", "ToJSon", "(", "self", ",", "columns_order", "=", "None", ",", "order_by", "=", "(", ")", ")", ":", "encoded_response_str", "=", "DataTableJSONEncoder", "(", ")", ".", "encode", "(", "self", ".", "_ToJSonObj", "(", "columns_order", ",", "order_by", ...	44.142857	22

def genIndex(folder,forceIDs=[]): """expects a folder of ABFs.""" if not os.path.exists(folder+"/swhlab4/"): print(" !! cannot index if no /swhlab4/") return timestart=cm.timethis() files=glob.glob(folder+"/*.*") #ABF folder files.extend(glob.glob(folder+"/swhlab4/*.*")) print(" ...

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def get_container_file_download_url(cluster, environ, topology, container, path, role=None): ''' :param cluster: :param environ: :param topology: :param container: :param path: :param role: :return: ''' params = dict( cluster=cluster, environ=environ, ...

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def readline(self, size = -1): """This reads and returns one entire line. A trailing newline is kept in the string, but may be absent when a file ends with an incomplete line. Note: This readline() looks for a \\r\\n pair even on UNIX because this is what the pseudo tty device returns. S...

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def get(cls, user_id, github_id=None, name=None, check_owner=True): """Return a repository. :param integer user_id: User identifier. :param integer github_id: GitHub repository identifier. :param str name: GitHub repository full name. :returns: The repository object. :ra...

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def _replace_variable_with_pattern(match): """Replace a variable match with a pattern that can be used to validate it. Args: match (re.Match): A regular expression match Returns: str: A regular expression pattern that can be used to validate the variable in an expanded path. ...

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def exp_transform(params): """Transform parameters into exp-scale weights.""" weights = np.exp(np.asarray(params) - np.mean(params)) return (len(weights) / weights.sum()) * weights

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def submit_metric(self, name, snmp_value, forced_type, tags=None): ''' Convert the values reported as pysnmp-Managed Objects to values and report them to the aggregator ''' tags = [] if tags is None else tags if reply_invalid(snmp_value): # Metrics not present...

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def set(self, dict_name, key, value, priority=None): '''Set a single value for a single key. This requires a session lock. :param str dict_name: name of the dictionary to update :param str key: key to update :param str value: value to assign to `key` :param int priority...

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def reaction_signature(eq, direction=False, stoichiometry=False): """Return unique signature object for :class:`Reaction`. Signature objects are hashable, and compare equal only if the reactions are considered the same according to the specified rules. Args: direction: Include reaction directi...

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def check_pypi_updates(dependencies): """Return a list of dependencies to upgrade.""" dependencies_up_to_date = [] for dependency in dependencies.get('pypi', []): # get latest version from PyPI api try: latest_version = get_latest_version_number(dependency.project_name) e...

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def tag_path(cls, project, incident, tag): """Return a fully-qualified tag string.""" return google.api_core.path_template.expand( "projects/{project}/incidents/{incident}/tags/{tag}", project=project, incident=incident, tag=tag, )

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def cleanup(self): """ Cleans up the key value store. In detail: 1. Deletes all key store references for image_files that do not exist and all key references for its thumbnails *and* their image_files. 2. Deletes or updates all invalid thumbnail keys """ for ke...

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def _fast_dataset( variables: 'OrderedDict[Any, Variable]', coord_variables: Mapping[Any, Variable], ) -> 'Dataset': """Create a dataset as quickly as possible. Beware: the `variables` OrderedDict is modified INPLACE. """ from .dataset import Dataset variables.update(coord_variables) co...

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def make_type_error(cls, msg, *args, **kwargs): """A helper method to generate an exception type for type checking errors. This method uses `cls.type_check_error_type` to ensure that type checking errors can be caught with a reliable exception type. The type returned by `cls.type_check_error_type` should e...

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def add_cxnSp(self, id_, name, type_member, x, y, cx, cy, flipH, flipV): """ Append a new ``<p:cxnSp>`` shape to the group/shapetree having the properties specified in call. """ prst = MSO_CONNECTOR_TYPE.to_xml(type_member) cxnSp = CT_Connector.new_cxnSp( id_,...

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def _probe_characteristics(self, conn, services, timeout=5.0): """Probe gatt services for all associated characteristics in a BLE device Args: conn (int): the connection handle to probe services (dict): a dictionary of services produced by probe_services() timeout (f...

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def set_widgets(self): """Set widgets on the Extra Keywords tab.""" existing_inasafe_field = self.parent.get_existing_keyword( 'inasafe_fields') # Remove old container and parameter if self.parameter_container: self.kwExtraKeywordsGridLayout.removeWidget( ...

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def describe_route_table(route_table_id=None, route_table_name=None, tags=None, region=None, key=None, keyid=None, profile=None): ''' Given route table properties, return route table details if matching table(s) exist. .. versionadded:: 2015.8.0 CLI Ex...

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def intersection(self, other, sort=False): """ Form the intersection of two Index objects. Parameters ---------- other : Index or array-like sort : False or None, default False Sort the resulting index if possible .. versionadded:: 0.24.0 ...

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def _PrintEventsStatus(self, events_status): """Prints the status of the events. Args: events_status (EventsStatus): events status. """ if events_status: table_view = views.CLITabularTableView( column_names=['Events:', 'Filtered', 'In time slice', 'Duplicates', ...

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def get_boto_ses_connection(): """ Shortcut for instantiating and returning a boto SESConnection object. :rtype: boto.ses.SESConnection :returns: A boto SESConnection object, from which email sending is done. """ access_key_id = getattr( settings, 'CUCUMBER_SES_ACCESS_KEY_ID', ...

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def can(self, permission, obj, **kwargs): """Check if we can do something with an object. :param permission: The permission to look for. :param obj: The object to check the ACL of. :param **kwargs: The context to pass to predicates. >>> auth.can('read', some_object) >>>...

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def train(self, corpus=None, method='auto', clear_buffer=True, params=None): """ Create an indexing model. Will overwrite the model if it already exists. All indexes become invalid, because documents in them use a now-obsolete representation. The model is trained on documents pr...

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def is_address_reserved(self, address): """ Determines if an address belongs to a reserved page. @note: Returns always C{False} for kernel mode addresses. @type address: int @param address: Memory address to query. @rtype: bool @return: C{True} if the address...

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def _calc_delta(self,ensemble,scaling_matrix=None): ''' calc the scaled ensemble differences from the mean ''' mean = np.array(ensemble.mean(axis=0)) delta = ensemble.as_pyemu_matrix() for i in range(ensemble.shape[0]): delta.x[i,:] -= mean if scaling...

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def check_pool(lb, name): ''' Check to see if a pool exists CLI Examples: .. code-block:: bash salt-run f5.check_pool load_balancer pool_name ''' if __opts__['load_balancers'].get(lb, None): (username, password) = list(__opts__['load_balancers'][lb].values()) else: ...

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def setNsProp(self, node, name, value): """Set (or reset) an attribute carried by a node. The ns structure must be in scope, this is not checked """ if node is None: node__o = None else: node__o = node._o ret = libxml2mod.xmlSetNsProp(node__o, self._o, name, value) if ...

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async def _RPC_handler(self, request: Dict[str, Any]): """用于调用函数并执行.同时如果执行出错也负责将错误转化为对应的调用错误返回给客户端. 执行成功后根据结果进行不同的处理,如果注册的是函数,实例中的方法,或者协程,则获取计算得的结果,并返回给客户端. 如果是异步生成器函数,那么返回的就是一个对应的异步生成器,我们通过对其包装后循环调用实现流传输. Parameters: request (Dict[str, Any]): - python字典形式的请求 Raise...

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def OnText(self, event): """Text event method evals the cell and updates the grid""" if not self.ignore_changes: post_command_event(self, self.CodeEntryMsg, code=event.GetString()) self.main_window.grid.grid_renderer.cell_cache.clear() event.Skip()

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def _translate(self, options): """ Perform translation of feed options passed in as keyword arguments to CouchDB/Cloudant equivalent. """ translation = dict() for key, val in iteritems_(options): self._validate(key, val, feed_arg_types(self._source)) ...

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def _AcceptResponses(self, expected_header, info_cb, timeout_ms=None): """Accepts responses until the expected header or a FAIL. Args: expected_header: OKAY or DATA info_cb: Optional callback for text sent from the bootloader. timeout_ms: Timeout in milliseconds to wait fo...

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def OnSelectCard(self, event): """Called when the user selects a card in the tree.""" item = event.GetItem() if item: itemdata = self.readertreepanel.cardtreectrl.GetItemPyData(item) if isinstance(itemdata, smartcard.Card.Card): self.dialogpanel.OnSelectCa...

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def find_match(self): """Load the config and find a matching rule. returns the results of find_match_command, a dict of the command and (in the future) other metadata. """ self.load() for yamldoc in self.yamldocs: self.logdebug('\nchecking rule """%s"""\n' %...

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def of_definition(service_def): """Create a connection to a Streaming Analytics service. The single service is defined by `service_def` which can be one of * The `service credentials` copied from the `Service credentials` page of the service console (not the Streams console). Credentials ...

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def factory(cls, data_class, **kwargs): """Creates a ``DCCGraph``, a root :class:`Node`: and the node's associated data class instance. This factory is used to get around the chicken-and-egg problem of the ``DCCGraph`` and ``Nodes`` within it having pointers to each other. :par...

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def run(self, jid=None): ''' Execute the overall routine, print results via outputters ''' if self.opts.get('list_hosts'): self._get_roster() ret = {} for roster_file in self.__parsed_rosters: if roster_file.startswith('#'): ...

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def get_scope_name(self): """ Get current scope and return it as a valid function name. """ name = 'validate_' + unquote(self.resolution_scope).replace('~1', '_').replace('~0', '_') name = re.sub(r'[:/#\.\-\%]', '_', name) name = name.lower().rstrip('_') re...

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def build_plane_arrays(x, y, qlist): """Build a 2-D array out of data taken in the same plane, for contour plotting. """ if type(qlist) is not list: return_list = False qlist = [qlist] else: return_list = True xv = x[np.where(y==y[0])[0]] yv = y[np.where(x==...

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def read(self): """Read version from version file :rtype : Version :return: """ with self._path.open(mode='r') as fh: version = fh.read().strip() return Version(version)

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def is_date_ranges_intersection(t1start, t1end, t2start, t2end): """ Проверяем совпадают ли периоды """ return (t1start <= t2start <= t1end) or (t2start <= t1start <= t2end)

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def SetSelected( self, node, point=None, propagate=True ): """Set the given node selected in the square-map""" if node == self.selectedNode: return self.selectedNode = node self.UpdateDrawing() if node: wx.PostEvent( self, SquareSelectionEvent( node=node, ...

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def wait_for_compose(self, compose_id, burst_retry=1, burst_length=30, slow_retry=10, timeout=1800): """Wait for compose request to finalize :param compose_id: int, compose ID to wait for :param ...

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def load_module(self, name): """Load a namespace module as if coming from an empty file. """ _verbose_message('namespace module loaded with path {!r}', self.path) # Adjusting code from LoaderBasics if name in sys.modules: mod = sys.modules[name] self.exec...

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42.676471

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def __add_morph_features(self, token_dict, feature_string, feature_format='unknown'): """ Parameters ---------- token_dict : dict the node attribute dict belonging to a token node feature_string : str a string representing the ...

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def do_mumble(self, args): """Mumbles what you tell me to.""" repetitions = args.repeat or 1 for i in range(min(repetitions, self.maxrepeats)): output = [] if random.random() < .33: output.append(random.choice(self.MUMBLE_FIRST)) for word in ar...

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async def setRemoteDescription(self, sessionDescription): """ Changes the remote description associated with the connection. :param: sessionDescription: An :class:`RTCSessionDescription` created from information received over the signaling channel. ""...

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def dimension_values(self, dimension, expanded=True, flat=True): """Return the values along the requested dimension. Concatenates values on all nodes with requested dimension. Args: dimension: The dimension to return values for expanded (bool, optional): Whether to expa...

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47.178571

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def save_docs(self, files=None, output_dir=None): """ Save documentation files for codebase into `output_dir`. If output dir is None, it'll refrain from building the index page and build the file(s) in the current directory. If `files` is None, it'll build all files in the code...

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37.547619

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def main(argv=None, directory=None): """ Main entry point for the tool, used by setup.py Returns a value that can be passed into exit() specifying the exit code. 1 is an error 0 is successful run """ logging.basicConfig(format='%(message)s') argv = argv or sys.argv ...

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32.2

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def dict(self): """Return dotenv as dict""" if self._dict: return self._dict values = OrderedDict(self.parse()) self._dict = resolve_nested_variables(values) return self._dict

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27.625

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def find_window_id(pattern, method='mru', error='raise'): """ xprop -id 0x00a00007 | grep "WM_CLASS(STRING)" """ import utool as ut winid_candidates = XCtrl.findall_window_ids(pattern) if len(winid_candidates) == 0: if error == 'raise': availab...

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42.772727

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def stem(self, word): """ Stem a Finnish word and return the stemmed form. :param word: The word that is stemmed. :type word: str or unicode :return: The stemmed form. :rtype: unicode """ word = word.lower() step3_success = False r1, r2...

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34.303318

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def apply(self, func, args=(), kwds=dict()): """Equivalent of the apply() builtin function. It blocks till the result is ready.""" return self.apply_async(func, args, kwds).get()

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49.75

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def execute(self, *args): """Executes single command and returns result.""" command, kwargs = self.parse(*args) return self._commands.execute(command, **kwargs)

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45.25

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def _modifier(self, operator, params): ''' $orderby: sorts the results of a query in ascending (1) or descending (-1) order. ''' if operator == '$orderby': order_types = {-1: 'DESC', 1: 'ASC'} if not isinstance(params, dict): raise RuntimeError...

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44.333333

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def union_overlapping(intervals): """Union any overlapping intervals in the given set.""" disjoint_intervals = [] for interval in intervals: if disjoint_intervals and disjoint_intervals[-1].overlaps(interval): disjoint_intervals[-1] = disjoint_intervals[-1].union(interval) else:...

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35.363636

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def insert_resources(self, resources): """insert_resources(resources) Insert all resources entries in the list RESOURCES into the database. Each element in RESOURCES should be a tuple: (resource, value) Where RESOURCE is a string and VALUE can be any Python value. ...

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27.428571

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def get_password_authentication_key(self, username, password, server_b_value, salt): """ Calculates the final hkdf based on computed S value, and computed U value and the key :param {String} username Username. :param {String} password Password. :param {Long integer} server_b_valu...

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53.681818

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def destroy_volumes(role): """ Destroys all volumes on all the slaves in the cluster for the role. """ state = dcos_agents_state() if not state or 'slaves' not in state.keys(): return False all_success = True for agent in state['slaves']: if not destroy_volume(agent, role): ...

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32.636364

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def _fmt_serialization_call(self, data_type, input_value, serialize, depth=0): """Returns the appropriate serialization / deserialization method call for the given data type.""" data_type, _ = unwrap_nullable(data_type) serializer_func = 'serialize' if serialize else 'deserialize' ...

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46.903226

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def xstep(self): r"""Minimise Augmented Lagrangian with respect to :math:`\mathbf{x}`. """ self.cgit = None self.YU[:] = self.Y - self.U b = self.ZSf + self.rho*sl.rfftn(self.YU, None, self.cri.axisN) self.Xf[:], cgit = sl.solvemdbi_cg(self.Zf, self.rho, b, ...

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45.357143

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def tmarker(self, lat, long, text, color=None, icon=None, style=None): """ Returns the map with a text marker to the default map """ try: self.dsmap = self._marker( lat, long, text, self.dsmap, color, icon, True, style) return self.dsmap ex...

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39.6

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def print_stats(correctness, confidence, name): """ Prints out accuracy, coverage, etc. statistics :param correctness: ndarray One bool per example specifying whether it was correctly classified :param confidence: ndarray The probability associated with each prediction :param name: str The name of...

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43.333333

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def home(self, *args, **kwargs): """ Home robot's head and plunger motors. """ # Home gantry first to avoid colliding with labware # and to make sure tips are not in the liquid while # homing plungers. Z/A axis will automatically home before X/Y self.poses = self...

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44.045455

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def assign_power_curve(self, wake_losses_model='power_efficiency_curve', smoothing=False, block_width=0.5, standard_deviation_method='turbulence_intensity', smoothing_order='wind_farm_power_curves', turbulence_in...

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53.321678

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def have_environment_marker_support(): """ Check whether setuptools has support for PEP-426 environment marker support. Based on the ``setup.py`` script of the ``pytest`` package: https://bitbucket.org/pytest-dev/pytest/src/default/setup.py """ try: from pkg_resources import parse_versi...

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35.692308

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def call_actions_parallel(self, service_name, actions, **kwargs): """ Build and send multiple job requests to one service, each job with one action, to be executed in parallel, and return once all responses have been received. Returns a list of action responses, one for each action in t...

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61.047619

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def get_methods_class(self, class_name): """ Return all methods of a specific class :param class_name: the class name :type class_name: string :rtype: a list with :class:`EncodedMethod` objects """ l = [] for i in self.get_classes(): for j in...

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26.5625

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def _mirror_idx_cov(self, f_values, idx1): # will most likely be removed """obsolete and subject to removal (TODO), return indices for negative ("active") update of the covariance matrix assuming that ``f_values[idx1[i]]`` and ``f_values[-1-i]`` are the corresponding mirrored values ...

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48.192308

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def before_app_first_request(self, f): """Like :meth:`Flask.before_first_request`. Such a function is executed before the first request to the application. """ self.record_once(lambda s: s.app.before_first_request_funcs.append(f)) return f

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45.833333

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def remove(self, node): """Remove a node from the list. The *node* argument must be a node that was previously inserted in the list """ if node is None or node._prev == -1: return if node._next is None: self._last = node._prev # last node ...

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30.555556

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def project(*descs, root_file=None): """ Make a new project, using recursion and alias resolution. Use this function in preference to calling Project() directly. """ load.ROOT_FILE = root_file desc = merge.merge(merge.DEFAULT_PROJECT, *descs) path = desc.get('path', '') if root_file: ...

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25.083333

18

def get_nova_endpoint(cls, json_resp, nova_api_version=None): """ Parse the service catalog returned by the Identity API for an endpoint matching the Nova service with the requested version Sends a CRITICAL service check when no viable candidates are found in the Catalog """ ...

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def delete(self, record_key): ''' a method to delete a file :param record_key: string with name of file :return: string reporting outcome ''' title = '%s.delete' % self.__class__.__name__ # validate inputs input_fields = { 'record_key': record_key ...

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def stderrHandler(level, object, category, file, line, message): """ A log handler that writes to stderr. @type level: string @type object: string (or None) @type category: string @type message: string """ o = "" if object: o = '"' + object + '"' where = "(%s:%d)...

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def generate_n_and_k_counters(max_order, species, central_symbols_prefix="M_", raw_symbols_prefix="x_"): r""" Makes a counter for central moments (n_counter) and a counter for raw moment (k_counter). Each is a list of :class:`~means.approximation.ode_problem.Moment`s. Therefore, each :cl...

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def get_rounded(self, digits): """ Return a vector with the elements rounded to the given number of digits. """ result = self.copy() result.round(digits) return result

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def _complete_el(self, symbol, attribute, fullsymbol): """Suggests a list of completions based on the el_* attributes of the user_context.""" if symbol != fullsymbol: #We have a sym%sym%... chain and the completion just needs to #be a member variable or method of the type...

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def delete_pool_member(hostname, username, password, name, member): ''' Delete an existing pool member. hostname The host/address of the bigip device username The iControl REST username password The iControl REST password name The name of the pool to be modified ...

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30.092308

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def _sub(cmd, *sections): """Build Subcmd instance.""" cmd_func = cmd if isfunction(cmd) else cmd.cmd return Subcmd(baredoc(cmd), *sections, func=cmd_func)

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41

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def inFocus(self): """Set GUI on-top flag""" previous_flags = self.window.flags() self.window.setFlags(previous_flags | QtCore.Qt.WindowStaysOnTopHint)

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def maybe_run(self, job): """check location dependencies, and run if they are met.""" msg_id = job.msg_id self.log.debug("Attempting to assign task %s", msg_id) if not self.targets: # no engines, definitely can't run return False if job.follow or ...

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def process_composite_comment(self, level, comments, key): """ Process comments for composites such as MAP, LAYER etc. """ if key not in comments: comment = "" else: value = comments[key] spacer = self.whitespace(level, 0) if isins...

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def getDynLocal(name): ''' Dynamically import a python module and return a local. Example: cls = getDynLocal('foopkg.barmod.BlahClass') blah = cls() ''' if name.find('.') == -1: return None modname, objname = name.rsplit('.', 1) mod = getDynMod(modname) if mod...

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def updateNewCredentialValues(self): """ Set the new credential values to the credentials to use, and delete the new ones """ credentials_base = "disk.0.os.credentials." new_credentials_base = "disk.0.os.credentials.new." for elem in ['password', 'public_key', 'private_...

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def find_subdirs(startdir='.', recursion_depth=None): """Find all subdirectory of a directory. Inputs: startdir: directory to start with. Defaults to the current folder. recursion_depth: number of levels to traverse. None is infinite. Output: a list of absolute names of subfolders. Ex...

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def main(): """Main function to sweep parameters of a certain algorithm.""" parser = argparse.ArgumentParser( description="Runs the speficied algorithm(s) on the MSAF " "formatted dataset.", formatter_class=argparse.ArgumentDefaultsHelpFormatter) parser.add_argument("in_path", ...

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def _check_pypi_version(self): """ When the version is out of date or we have trouble retrieving it print a error to stderr and pause. """ try: check_version() except VersionException as err: print(str(err), file=sys.stderr) time.sleep(TWO_SECO...

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def valid_audio(y, mono=True): '''Validate whether a variable contains valid, mono audio data. Parameters ---------- y : np.ndarray The input data to validate mono : bool Whether or not to force monophonic audio Returns ------- valid : bool True if all tests pass ...

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def gcs_files(prefix_filter=None): """List all files in GCS bucket.""" top_level_xml_str = download_gcs_file("", prefix_filter=prefix_filter) xml_root = ElementTree.fromstring(top_level_xml_str) filenames = [el[0].text for el in xml_root if el.tag.endswith("Contents")] return filenames

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48.5

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def _configMailer(self): """ Config Mailer Class """ self._MAILER = Mailer(self.MAILER_HOST, self.MAILER_PORT) self._MAILER.login(self.MAILER_USER, self.MAILER_PWD)

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46.25

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def get_marker_height(self): """ Gets the height of message marker. """ return self.editor.viewport().height() / TextHelper( self.editor).line_count()

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31.5

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def normalize_mode(mode): ''' Return a mode value, normalized to a string and containing a leading zero if it does not have one. Allow "keep" as a valid mode (used by file state/module to preserve mode from the Salt fileserver in file states). ''' if mode is None: return None if...

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def payload(self): """The payload property automatically decodes the encapsulated data.""" if self.args_rdf_name: # Now try to create the correct RDFValue. result_cls = self.classes.get(self.args_rdf_name, rdfvalue.RDFString) result = result_cls.FromSerializedString( self.Get("args"...

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def top_parents(papers, topn=20, verbose=False): """ Returns a list of :class:`.Paper` that cite the topn most cited papers. Parameters ---------- papers : list A list of :class:`.Paper` objects. topn : int or float {0.-1.} Number (int) or percentage (float) of top-cited papers....

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29.722222

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def get_person_by_regid(self, regid): """ Returns a restclients.Person object for the given regid. If the regid isn't found, or if there is an error communicating with the PWS, a DataFailureException will be thrown. """ if not self.valid_uwregid(regid): raise...

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39.25

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def score_pairwise(aseq, bseq): """Compute pairwise distances between two sequences (raw strings).""" assert len(aseq) == len(bseq) # Affine gap penalties -- default values from EMBOSS needle/water GAP_OPEN = -10.0 GAP_EXTEND = -0.5 GAP_CHARS = frozenset('-.') score = 0.0 in_gap = True...

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31.5

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def solve(self): ''' Solves a one period consumption saving problem with risky income and shocks to medical need. Parameters ---------- None Returns ------- solution : ConsumerSolution The solution to the one period problem, including...

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def ToJSon(self, columns_order=None, order_by=()): """Returns a string that can be used in a JS DataTable constructor. This method writes a JSON string that can be passed directly into a Google Visualization API DataTable constructor. Use this output if you are hosting the visualization HTML on your si...

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