kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def get_versions(): """Get version information or return default if unable to do so.""" # I am in _version.py, which lives at ROOT/VERSIONFILE_SOURCE. If we have # __file__, we can work backwards from there to the root. Some # py2exe/bbfreeze/non-CPython implementations don't do __file__, in which #...	[ "def", "get_versions", "(", ")", ":", "# I am in _version.py, which lives at ROOT/VERSIONFILE_SOURCE. If we have", "# __file__, we can work backwards from there to the root. Some", "# py2exe/bbfreeze/non-CPython implementations don't do __file__, in which", "# case we can only use expanded keywords....	33.327586	22.172414
def require_auth(view_func): """Performs user authentication check. Similar to Django's `login_required` decorator, except that this throws :exc:`~horizon.exceptions.NotAuthenticated` exception if the user is not signed-in. """ from horizon.exceptions import NotAuthenticated @functools.wra...	[ "def", "require_auth", "(", "view_func", ")", ":", "from", "horizon", ".", "exceptions", "import", "NotAuthenticated", "@", "functools", ".", "wraps", "(", "view_func", ",", "assigned", "=", "available_attrs", "(", "view_func", ")", ")", "def", "dec", "(", "...	38.066667	19.6
def wrsamp(self, expanded=False, write_dir=''): """ Write a wfdb header file and any associated dat files from this object. Parameters ---------- expanded : bool, optional Whether to write the expanded signal (e_d_signal) instead of the uniform si...	[ "def", "wrsamp", "(", "self", ",", "expanded", "=", "False", ",", "write_dir", "=", "''", ")", ":", "# Perform field validity and cohesion checks, and write the", "# header file.", "self", ".", "wrheader", "(", "write_dir", "=", "write_dir", ")", "if", "self", "."...	35.857143	17.666667
def inverse_transform(self, X): """Undo the scaling of X according to feature_range. Note that if truncate is true, any truncated points will not be restored exactly. Parameters ---------- X : array-like with shape [n_samples, n_features] Input data that wil...	[ "def", "inverse_transform", "(", "self", ",", "X", ")", ":", "X", "=", "check_array", "(", "X", ",", "copy", "=", "self", ".", "copy", ")", "X", "-=", "self", ".", "min_", "X", "/=", "self", ".", "scale_", "return", "X" ]	29.533333	17.2
def fpopen(args, *kwargs): ''' Shortcut for fopen with extra uid, gid, and mode options. Supported optional Keyword Arguments: mode Explicit mode to set. Mode is anything os.chmod would accept as input for mode. Works only on unix/unix-like systems. uid The uid to set, i...	[ "def", "fpopen", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "# Remove uid, gid and mode from kwargs if present", "uid", "=", "kwargs", ".", "pop", "(", "'uid'", ",", "-", "1", ")", "# -1 means no change to current uid", "gid", "=", "kwargs", ".", "po...	35.619048	23.380952
def next(self): """ This method is deprecated, a holdover from when queries were iterators, rather than iterables. @return: one element of massaged data. """ if self._selfiter is None: warnings.warn( "Calling 'next' directly on a query is depr...	[ "def", "next", "(", "self", ")", ":", "if", "self", ".", "_selfiter", "is", "None", ":", "warnings", ".", "warn", "(", "\"Calling 'next' directly on a query is deprecated. \"", "\"Perhaps you want to use iter(query).next(), or something \"", "\"more expressive like store.findFi...	40.133333	17.2
def to_json(self, depth=-1, kwargs): """Returns a JSON representation of the object.""" return json.dumps(self.to_dict(depth=depth, ordered=True), kwargs)	[ "def", "to_json", "(", "self", ",", "depth", "=", "-", "1", ",", "", "", "kwargs", ")", ":", "return", "json", ".", "dumps", "(", "self", ".", "to_dict", "(", "depth", "=", "depth", ",", "ordered", "=", "True", ")", ",", "", "", "kwargs", "...	57.333333	12.666667
def __snake_case(self, descriptor): """ Utility method to convert camelcase to snake :param descriptor: The dictionary to convert """ newdict = {} for i, (k, v) in enumerate(descriptor.items()): newkey = "" for j, c in enumerate(k): ...	[ "def", "__snake_case", "(", "self", ",", "descriptor", ")", ":", "newdict", "=", "{", "}", "for", "i", ",", "(", "k", ",", "v", ")", "in", "enumerate", "(", "descriptor", ".", "items", "(", ")", ")", ":", "newkey", "=", "\"\"", "for", "j", ",", ...	30.444444	10.666667
def snapshots_delete(container, name, remote_addr=None, cert=None, key=None, verify_cert=True): ''' Delete a snapshot for a container container : The name of the container to get. name : The name of the snapshot. remote_addr : An URL to a remote server...	[ "def", "snapshots_delete", "(", "container", ",", "name", ",", "remote_addr", "=", "None", ",", "cert", "=", "None", ",", "key", "=", "None", ",", "verify_cert", "=", "True", ")", ":", "cont", "=", "container_get", "(", "container", ",", "remote_addr", "...	21.886792	23.509434
def configure(filename=None): """This function gives to the user application a chance to define where configuration file should live. Subsequent calls to this function will have no effect, unless you call :func:`reconfigure`. :param str filename: Full path to configuration file. """ global ret...	[ "def", "configure", "(", "filename", "=", "None", ")", ":", "global", "retry", "if", "getattr", "(", "configure", ",", "'_configured'", ",", "False", ")", ":", "return", "filename", "=", "filename", "or", "DEFAULT_CONFIG_FILENAME", "_ensure_directory", "(", "f...	34.052632	21.631579
def wait_until_clickable(self, timeout=None): """Search element and wait until it is clickable :param timeout: max time to wait :returns: page element instance """ try: self.utils.wait_until_element_clickable(self, timeout) except TimeoutException as exceptio...	[ "def", "wait_until_clickable", "(", "self", ",", "timeout", "=", "None", ")", ":", "try", ":", "self", ".", "utils", ".", "wait_until_element_clickable", "(", "self", ",", "timeout", ")", "except", "TimeoutException", "as", "exception", ":", "parent_msg", "=",...	52.5	26.1875
def delete_user(self, user_descriptor): """DeleteUser. [Preview API] Disables a user. :param str user_descriptor: The descriptor of the user to delete. """ route_values = {} if user_descriptor is not None: route_values['userDescriptor'] = self._serialize.url('...	[ "def", "delete_user", "(", "self", ",", "user_descriptor", ")", ":", "route_values", "=", "{", "}", "if", "user_descriptor", "is", "not", "None", ":", "route_values", "[", "'userDescriptor'", "]", "=", "self", ".", "_serialize", ".", "url", "(", "'user_descr...	46	13.083333
def get_saved_policy(table='filter', chain=None, conf_file=None, family='ipv4'): ''' Return the current policy for the specified table/chain CLI Examples: .. code-block:: bash salt '' iptables.get_saved_policy filter INPUT salt '' iptables.get_saved_policy filter INPUT \\ ...	[ "def", "get_saved_policy", "(", "table", "=", "'filter'", ",", "chain", "=", "None", ",", "conf_file", "=", "None", ",", "family", "=", "'ipv4'", ")", ":", "if", "not", "chain", ":", "return", "'Error: Chain needs to be specified'", "rules", "=", "_parse_conf"...	28.730769	24.730769
def show_address_scope(self, address_scope, **_params): """Fetches information of a certain address scope.""" return self.get(self.address_scope_path % (address_scope), params=_params)	[ "def", "show_address_scope", "(", "self", ",", "address_scope", ",", "", "", "_params", ")", ":", "return", "self", ".", "get", "(", "self", ".", "address_scope_path", "%", "(", "address_scope", ")", ",", "params", "=", "_params", ")" ]	55.25	10.5
def dist_abs(self, src, tar, gap_cost=1, sim_func=sim_ident): """Return the Smith-Waterman score of two strings. Parameters ---------- src : str Source string for comparison tar : str Target string for comparison gap_cost : float The c...	[ "def", "dist_abs", "(", "self", ",", "src", ",", "tar", ",", "gap_cost", "=", "1", ",", "sim_func", "=", "sim_ident", ")", ":", "d_mat", "=", "np_zeros", "(", "(", "len", "(", "src", ")", "+", "1", ",", "len", "(", "tar", ")", "+", "1", ")", ...	31.108696	18.086957
def setLocalityGroups(self, login, tableName, groups): """ Parameters: - login - tableName - groups """ self.send_setLocalityGroups(login, tableName, groups) self.recv_setLocalityGroups()	[ "def", "setLocalityGroups", "(", "self", ",", "login", ",", "tableName", ",", "groups", ")", ":", "self", ".", "send_setLocalityGroups", "(", "login", ",", "tableName", ",", "groups", ")", "self", ".", "recv_setLocalityGroups", "(", ")" ]	23.777778	15.777778
def cbpdn_ystep(k): """Do the Y step of the cbpdn stage. The only parameter is the slice index `k` and there are no return values; all inputs and outputs are from and to global variables. """ AXU = mp_Z_X[k] + mp_Z_U[k] mp_Z_Y[k] = sp.prox_l1(AXU, (mp_lmbda/mp_xrho))	[ "def", "cbpdn_ystep", "(", "k", ")", ":", "AXU", "=", "mp_Z_X", "[", "k", "]", "+", "mp_Z_U", "[", "k", "]", "mp_Z_Y", "[", "k", "]", "=", "sp", ".", "prox_l1", "(", "AXU", ",", "(", "mp_lmbda", "/", "mp_xrho", ")", ")" ]	35.625	15
def rpc_get_names(self, filename, source, offset): """Return the list of possible names""" names = jedi.api.names(source=source, path=filename, encoding='utf-8', all_scopes=True, definitions=True, ...	[ "def", "rpc_get_names", "(", "self", ",", "filename", ",", "source", ",", "offset", ")", ":", "names", "=", "jedi", ".", "api", ".", "names", "(", "source", "=", "source", ",", "path", "=", "filename", ",", "encoding", "=", "'utf-8'", ",", "all_scopes"...	43.65	13.2
def update_path(self, path): """ There are EXTENDED messages which don't include any routers at all, and any of the EXTENDED messages may have some arbitrary flags in them. So far, they're all upper-case and none start with $ luckily. The routers in the path should all be ...	[ "def", "update_path", "(", "self", ",", "path", ")", ":", "oldpath", "=", "self", ".", "path", "self", ".", "path", "=", "[", "]", "for", "p", "in", "path", ":", "if", "p", "[", "0", "]", "!=", "'$'", ":", "break", "# this will create a Router if we ...	38.677419	19
def sign_transaction(self, tx_data, unspents=None): # pragma: no cover """Creates a signed P2PKH transaction using previously prepared transaction data. :param tx_data: Hex-encoded transaction or output of :func:`~bit.Key.prepare_transaction`. :type tx_data: ``str`` :param unsp...	[ "def", "sign_transaction", "(", "self", ",", "tx_data", ",", "unspents", "=", "None", ")", ":", "# pragma: no cover", "try", ":", "# Json-tx-data from :func:`~bit.Key.prepare_transaction`", "data", "=", "json", ".", "loads", "(", "tx_data", ")", "assert", "(", "un...	46.066667	22.133333
def get_barycenter(self): """Return the mass weighted average location. Args: None Returns: :class:`numpy.ndarray`: """ try: mass = self['mass'].values except KeyError: mass = self.add_data('mass')['mass'].values p...	[ "def", "get_barycenter", "(", "self", ")", ":", "try", ":", "mass", "=", "self", "[", "'mass'", "]", ".", "values", "except", "KeyError", ":", "mass", "=", "self", ".", "add_data", "(", "'mass'", ")", "[", "'mass'", "]", ".", "values", "pos", "=", ...	27.933333	18.466667
def localeselector(): """Default locale selector used in abilian applications.""" # if a user is logged in, use the locale from the user settings user = getattr(g, "user", None) if user is not None: locale = getattr(user, "locale", None) if locale: return locale # Otherw...	[ "def", "localeselector", "(", ")", ":", "# if a user is logged in, use the locale from the user settings", "user", "=", "getattr", "(", "g", ",", "\"user\"", ",", "None", ")", "if", "user", "is", "not", "None", ":", "locale", "=", "getattr", "(", "user", ",", ...	39.428571	19.5
def query_input(question, default=None, color=default_color): """Ask a question for input via raw_input() and return their answer. "question" is a string that is presented to the user. "default" is the presumed answer if the user just hits <Enter>. The "answer" return value is a str. """ if de...	[ "def", "query_input", "(", "question", ",", "default", "=", "None", ",", "color", "=", "default_color", ")", ":", "if", "default", "is", "None", "or", "default", "==", "''", ":", "prompt", "=", "' '", "elif", "type", "(", "default", ")", "==", "str", ...	32.772727	17.090909
def release(version): """Tags all submodules for a new release. Ensures that git tags, as well as the version.py files in each submodule, agree and that the new version is strictly greater than the current version. Will fail if the new version is not an increment (following PEP 440). Creates a new git ...	[ "def", "release", "(", "version", ")", ":", "check_new_version", "(", "version", ")", "set_new_version", "(", "version", ")", "commit_new_version", "(", "version", ")", "set_git_tag", "(", "version", ")" ]	40.909091	22.727273
def can(self): """Grant permission if owner or admin.""" return str(current_user.get_id()) == str(self.community.id_user) or \ DynamicPermission(ActionNeed('admin-access')).can()	[ "def", "can", "(", "self", ")", ":", "return", "str", "(", "current_user", ".", "get_id", "(", ")", ")", "==", "str", "(", "self", ".", "community", ".", "id_user", ")", "or", "DynamicPermission", "(", "ActionNeed", "(", "'admin-access'", ")", ")", "."...	50.75	21.5
def request_leadership(self, opt_count, skip_brokers, skip_partitions): """Under-balanced broker requests leadership from current leader, on the pretext that it recursively can maintain its leadership count as optimal. :key_terms: leader-balanced: Count of brokers as leader is at least ...	[ "def", "request_leadership", "(", "self", ",", "opt_count", ",", "skip_brokers", ",", "skip_partitions", ")", ":", "# Possible partitions which can grant leadership to broker", "owned_partitions", "=", "list", "(", "filter", "(", "lambda", "p", ":", "self", "is", "not...	52.676471	22.044118
def read_file(filename): """ return the contents of the file named filename or None if file not found """ if os.path.isfile(filename): with open(filename, 'r') as f: return f.read()	[ "def", "read_file", "(", "filename", ")", ":", "if", "os", ".", "path", ".", "isfile", "(", "filename", ")", ":", "with", "open", "(", "filename", ",", "'r'", ")", "as", "f", ":", "return", "f", ".", "read", "(", ")" ]	41	7.8
def json_tuple(col, *fields): """Creates a new row for a json column according to the given field names. :param col: string column in json format :param fields: list of fields to extract >>> data = [("1", '''{"f1": "value1", "f2": "value2"}'''), ("2", '''{"f1": "value12"}''')] >>> df = spark.creat...	[ "def", "json_tuple", "(", "col", ",", "*", "fields", ")", ":", "sc", "=", "SparkContext", ".", "_active_spark_context", "jc", "=", "sc", ".", "_jvm", ".", "functions", ".", "json_tuple", "(", "_to_java_column", "(", "col", ")", ",", "_to_seq", "(", "sc",...	46.928571	22.285714
def set_units(self, unit): """Set the unit for this data point Unit, as with data_type, are actually associated with the stream and not the individual data point. As such, changing this within a stream is not encouraged. Setting the unit on the data point is useful when the st...	[ "def", "set_units", "(", "self", ",", "unit", ")", ":", "self", ".", "_units", "=", "validate_type", "(", "unit", ",", "type", "(", "None", ")", ",", "*", "six", ".", "string_types", ")" ]	45	26.4
def merge(infiles, outfile, same_run, templatefile): """ Merge multiple OSW files and (for large experiments, it is recommended to subsample first). """ if len(infiles) < 1: raise click.ClickException("At least one PyProphet input file needs to be provided.") merge_osw(infiles, outfile, te...	[ "def", "merge", "(", "infiles", ",", "outfile", ",", "same_run", ",", "templatefile", ")", ":", "if", "len", "(", "infiles", ")", "<", "1", ":", "raise", "click", ".", "ClickException", "(", "\"At least one PyProphet input file needs to be provided.\"", ")", "me...	37	25.666667
def ApplyEdits(self, adds=None, updates=None, deletes=None): """This operation adds, updates and deletes features to the associated feature layer or table in a single call (POST only). The apply edits operation is performed on a feature service layer resource. The result of this...	[ "def", "ApplyEdits", "(", "self", ",", "adds", "=", "None", ",", "updates", "=", "None", ",", "deletes", "=", "None", ")", ":", "add_str", ",", "update_str", "=", "None", ",", "None", "if", "adds", ":", "add_str", "=", "\",\"", ".", "join", "(", "j...	64.92	25.6
def create_diskgroup(cache_disk_id, capacity_disk_ids, safety_checks=True, service_instance=None): ''' Creates disk group on an ESXi host with the specified cache and capacity disks. cache_disk_id The canonical name of the disk to be used as a cache. The disk must be ...	[ "def", "create_diskgroup", "(", "cache_disk_id", ",", "capacity_disk_ids", ",", "safety_checks", "=", "True", ",", "service_instance", "=", "None", ")", ":", "log", ".", "trace", "(", "'Validating diskgroup input'", ")", "schema", "=", "DiskGroupsDiskIdSchema", ".",...	41.825397	22.714286
def _parse_downloadcount(self, text): """ parse download count text format maybe: - pure number: 1000 - number + unit: 1万 """ unit_map = { '千': 1000, '万': 10000, '百万': 1000000, } m = re.match(r'^(\d+(?:\.\d+)?)(\w{0,2})...	[ "def", "_parse_downloadcount", "(", "self", ",", "text", ")", ":", "unit_map", "=", "{", "'千': ", "1", "00,", "", "'万': ", "1", "000,", "", "'百万': 10", "0", "000,", "", "}", "m", "=", "re", ".", "match", "(", "r'^(\\d+(?:\\.\\d+)?)(\\w{0,2})$'", ",", "...	24.85	16.2
def get_tl(self): """Returns the top left border of the cell""" cell_above_left = CellBorders(self.cell_attributes, *self.cell.get_above_left_key_rect()) return cell_above_left.get_r()	[ "def", "get_tl", "(", "self", ")", ":", "cell_above_left", "=", "CellBorders", "(", "self", ".", "cell_attributes", ",", "*", "self", ".", "cell", ".", "get_above_left_key_rect", "(", ")", ")", "return", "cell_above_left", ".", "get_r", "(", ")" ]	40.333333	19.833333
def prepare_params(self): """ Prepare the parameters passed to the templatetag """ if self.options.resolve_fragment: self.fragment_name = self.node.fragment_name.resolve(self.context) else: self.fragment_name = str(self.node.fragment_name) # Re...	[ "def", "prepare_params", "(", "self", ")", ":", "if", "self", ".", "options", ".", "resolve_fragment", ":", "self", ".", "fragment_name", "=", "self", ".", "node", ".", "fragment_name", ".", "resolve", "(", "self", ".", "context", ")", "else", ":", "self...	44.695652	24.782609
def get_attributes(self, sids, flds, **overrides): """Check cache first, then defer to data manager :param sids: security identifiers :param flds: fields to retrieve :param overrides: key-value pairs to pass to the mgr get_attributes method :return: DataFrame with flds as columns...	[ "def", "get_attributes", "(", "self", ",", "sids", ",", "flds", ",", "", "", "overrides", ")", ":", "# Unfortunately must be inefficient with request", "flds", "=", "_force_array", "(", "flds", ")", "sids", "=", "_force_array", "(", "sids", ")", "cached", "=...	48.071429	19.107143
def _sign_single(self, payload, signing_key): """ Make a single-signature JWT. Returns the serialized token (compact form), as a string """ if not isinstance(payload, Mapping): raise TypeError('Expecting a mapping object, as only ' 'JSON ob...	[ "def", "_sign_single", "(", "self", ",", "payload", ",", "signing_key", ")", ":", "if", "not", "isinstance", "(", "payload", ",", "Mapping", ")", ":", "raise", "TypeError", "(", "'Expecting a mapping object, as only '", "'JSON objects can be used as payloads.'", ")", ...	38.478261	21.956522
def _get_node_parent(self, age, pos): """Get the parent node of node, whch is located in tree's node list. Returns: object: The parent node. """ return self.nodes[age][int(pos / self.comp)]	[ "def", "_get_node_parent", "(", "self", ",", "age", ",", "pos", ")", ":", "return", "self", ".", "nodes", "[", "age", "]", "[", "int", "(", "pos", "/", "self", ".", "comp", ")", "]" ]	32.571429	11.857143
def _visible(self, element): """Used to filter text elements that have invisible text on the page. """ if element.name in self._disallowed_names: return False elif re.match(u'<!--.*-->', six.text_type(element.extract())): return False return True	[ "def", "_visible", "(", "self", ",", "element", ")", ":", "if", "element", ".", "name", "in", "self", ".", "_disallowed_names", ":", "return", "False", "elif", "re", ".", "match", "(", "u'<!--.*-->'", ",", "six", ".", "text_type", "(", "element", ".", ...	37.875	13.125
def visit_keyword(self, node: AST, dfltChaining: bool = True) -> str: """Return representation of `node` as keyword arg.""" arg = node.arg if arg is None: return f"**{self.visit(node.value)}" else: return f"{arg}={self.visit(node.value)}"	[ "def", "visit_keyword", "(", "self", ",", "node", ":", "AST", ",", "dfltChaining", ":", "bool", "=", "True", ")", "->", "str", ":", "arg", "=", "node", ".", "arg", "if", "arg", "is", "None", ":", "return", "f\"**{self.visit(node.value)}\"", "else", ":", ...	41.142857	15.857143
def spawn_agent(self, agent_definition, location): """Queues a spawn agent command. It will be applied when `tick` or `step` is called next. The agent won't be able to be used until the next frame. Args: agent_definition (:obj:`AgentDefinition`): The definition of the agent to spawn...	[ "def", "spawn_agent", "(", "self", ",", "agent_definition", ",", "location", ")", ":", "self", ".", "_should_write_to_command_buffer", "=", "True", "self", ".", "_add_agents", "(", "agent_definition", ")", "command_to_send", "=", "SpawnAgentCommand", "(", "location"...	57.5	26.333333
def backwards(self, orm): "Write your backwards methods here." from django.contrib.auth.models import Group projects = orm['samples.Project'].objects.all() names = [PROJECT_GROUP_TEMPLATE.format(p.name) for p in projects] # Remove groups named after these teams Group.ob...	[ "def", "backwards", "(", "self", ",", "orm", ")", ":", "from", "django", ".", "contrib", ".", "auth", ".", "models", "import", "Group", "projects", "=", "orm", "[", "'samples.Project'", "]", ".", "objects", ".", "all", "(", ")", "names", "=", "[", "P...	38.777778	19.888889
def evaluate(self, env): """Evaluate the function call in the environment, returning a Unicode string. """ if self.ident in env.functions: arg_vals = [expr.evaluate(env) for expr in self.args] try: out = env.functions[self.ident](*arg_vals) ...	[ "def", "evaluate", "(", "self", ",", "env", ")", ":", "if", "self", ".", "ident", "in", "env", ".", "functions", ":", "arg_vals", "=", "[", "expr", ".", "evaluate", "(", "env", ")", "for", "expr", "in", "self", ".", "args", "]", "try", ":", "out"...	38.2	12.866667
def _hash_filter_fn(self, filter_fn, **kwargs): """ Construct string representing state of filter_fn Used to cache filtered variants or effects uniquely depending on filter fn values """ filter_fn_name = self._get_function_name(filter_fn, default="filter-none") logger.debug("...	[ "def", "_hash_filter_fn", "(", "self", ",", "filter_fn", ",", "", "", "kwargs", ")", ":", "filter_fn_name", "=", "self", ".", "_get_function_name", "(", "filter_fn", ",", "default", "=", "\"filter-none\"", ")", "logger", ".", "debug", "(", "\"Computing hash ...	52.69697	21.515152
def container_setting(name, container, settings=None): ''' Set the value of the setting for an IIS container. :param str name: The name of the IIS container. :param str container: The type of IIS container. The container types are: AppPools, Sites, SslBindings :param str settings: A diction...	[ "def", "container_setting", "(", "name", ",", "container", ",", "settings", "=", "None", ")", ":", "identityType_map2string", "=", "{", "0", ":", "'LocalSystem'", ",", "1", ":", "'LocalService'", ",", "2", ":", "'NetworkService'", ",", "3", ":", "'SpecificUs...	38.861702	23.968085
def add_role(self, service_name, deployment_name, role_name, system_config, os_virtual_hard_disk, network_config=None, availability_set_name=None, data_virtual_hard_disks=None, role_size=None, role_type='PersistentVMRole', resource_extension_references...	[ "def", "add_role", "(", "self", ",", "service_name", ",", "deployment_name", ",", "role_name", ",", "system_config", ",", "os_virtual_hard_disk", ",", "network_config", "=", "None", ",", "availability_set_name", "=", "None", ",", "data_virtual_hard_disks", "=", "Non...	49.833333	20.880952
def gap_index_map(sequence, gap_chars='-'): """ Opposite of ungap_index_map: returns mapping from gapped index to ungapped index. >>> gap_index_map('AC-TG-') {0: 0, 1: 1, 3: 2, 4: 3} """ return dict( (v, k) for k, v in list(ungap_index_map(sequence, gap_chars).items()))	[ "def", "gap_index_map", "(", "sequence", ",", "gap_chars", "=", "'-'", ")", ":", "return", "dict", "(", "(", "v", ",", "k", ")", "for", "k", ",", "v", "in", "list", "(", "ungap_index_map", "(", "sequence", ",", "gap_chars", ")", ".", "items", "(", ...	29.8	19.4
def const_shuffle(arr, seed=23980): """ Shuffle an array in-place with a fixed seed. """ old_seed = np.random.seed() np.random.seed(seed) np.random.shuffle(arr) np.random.seed(old_seed)	[ "def", "const_shuffle", "(", "arr", ",", "seed", "=", "23980", ")", ":", "old_seed", "=", "np", ".", "random", ".", "seed", "(", ")", "np", ".", "random", ".", "seed", "(", "seed", ")", "np", ".", "random", ".", "shuffle", "(", "arr", ")", "np", ...	29	8
def update(self, json_state): """Update the json data from a dictionary. Only updates if it already exists in the device. """ self._json_state.update( {k: json_state[k] for k in json_state if self._json_state.get(k)}) self._update_name()	[ "def", "update", "(", "self", ",", "json_state", ")", ":", "self", ".", "_json_state", ".", "update", "(", "{", "k", ":", "json_state", "[", "k", "]", "for", "k", "in", "json_state", "if", "self", ".", "_json_state", ".", "get", "(", "k", ")", "}",...	35.375	15.75
def handler(self, scheme_name=None): """ Return handler which scheme name matches the specified one :param scheme_name: scheme name to search for :return: WSchemeHandler class or None (if matching handler was not found) """ if scheme_name is None: return self.__default_handler_cls for handler in self.__...	[ "def", "handler", "(", "self", ",", "scheme_name", "=", "None", ")", ":", "if", "scheme_name", "is", "None", ":", "return", "self", ".", "__default_handler_cls", "for", "handler", "in", "self", ".", "__handlers_cls", ":", "if", "handler", ".", "scheme_specif...	37.181818	14.181818
def matrix(self): """Build matrix representation of Householder transformation. Builds the matrix representation :math:`H = I - \\beta vv^`. Use with care!* This routine may be helpful for testing purposes but should not be used in production codes for high dimensions since...	[ "def", "matrix", "(", "self", ")", ":", "n", "=", "self", ".", "v", ".", "shape", "[", "0", "]", "return", "numpy", ".", "eye", "(", "n", ",", "n", ")", "-", "self", ".", "beta", "*", "numpy", ".", "dot", "(", "self", ".", "v", ",", "self",...	39	19.333333
def with_organisation(self, organisation): """Add an organisation segment. Args: organisation (str): Official name of an administrative body holding an election. Returns: IdBuilder Raises: ValueError """ if organisati...	[ "def", "with_organisation", "(", "self", ",", "organisation", ")", ":", "if", "organisation", "is", "None", ":", "organisation", "=", "''", "organisation", "=", "slugify", "(", "organisation", ")", "self", ".", "_validate_organisation", "(", "organisation", ")",...	26.263158	17
def add_category(self, category): """Add a category assigned to this message :rtype: Category """ self._categories = self._ensure_append(category, self._categories)	[ "def", "add_category", "(", "self", ",", "category", ")", ":", "self", ".", "_categories", "=", "self", ".", "_ensure_append", "(", "category", ",", "self", ".", "_categories", ")" ]	32	16.166667
def isVideo(self): """ Is the stream labelled as a video stream. """ val=False if self.__dict__['codec_type']: if self.codec_type == 'video': val=True return val	[ "def", "isVideo", "(", "self", ")", ":", "val", "=", "False", "if", "self", ".", "__dict__", "[", "'codec_type'", "]", ":", "if", "self", ".", "codec_type", "==", "'video'", ":", "val", "=", "True", "return", "val" ]	25.444444	10.555556
def put_blob(kwargs=None, storage_conn=None, call=None): ''' .. versionadded:: 2015.8.0 Upload a blob CLI Examples: .. code-block:: bash salt-cloud -f put_blob my-azure container=base name=top.sls blob_path=/srv/salt/top.sls salt-cloud -f put_blob my-azure container=base name=con...	[ "def", "put_blob", "(", "kwargs", "=", "None", ",", "storage_conn", "=", "None", ",", "call", "=", "None", ")", ":", "if", "call", "!=", "'function'", ":", "raise", "SaltCloudSystemExit", "(", "'The put_blob function must be called with -f or --function.'", ")", "...	35.219178	25.082192
def _backup_file(self, file, patch): """ Creates a backup of file """ dest_dir = self.quilt_pc + patch.get_name() file_dir = file.get_directory() if file_dir: #TODO get relative path dest_dir = dest_dir + file_dir backup = Backup() backup.backup_fi...	[ "def", "_backup_file", "(", "self", ",", "file", ",", "patch", ")", ":", "dest_dir", "=", "self", ".", "quilt_pc", "+", "patch", ".", "get_name", "(", ")", "file_dir", "=", "file", ".", "get_directory", "(", ")", "if", "file_dir", ":", "#TODO get relativ...	38.555556	8.555556
def _get(self, target, alias): """ Internal method to get a specific alias. """ if target not in self._aliases: return return self._aliases[target].get(alias)	[ "def", "_get", "(", "self", ",", "target", ",", "alias", ")", ":", "if", "target", "not", "in", "self", ".", "_aliases", ":", "return", "return", "self", ".", "_aliases", "[", "target", "]", ".", "get", "(", "alias", ")" ]	29.142857	6.857143
def get_json_tuples(self, prettyprint=False, translate=True): """ Get the data as JSON tuples """ j = self.get_json(prettyprint, translate) if len(j) > 2: if prettyprint: j = j[1:-2] + ",\n" else: j = j[1:-1] + "," e...	[ "def", "get_json_tuples", "(", "self", ",", "prettyprint", "=", "False", ",", "translate", "=", "True", ")", ":", "j", "=", "self", ".", "get_json", "(", "prettyprint", ",", "translate", ")", "if", "len", "(", "j", ")", ">", "2", ":", "if", "prettypr...	26.769231	13.384615
def fill_superseqs(data, samples): """ Fills the superseqs array with seq data from cat.clust and fill the edges array with information about paired split locations. """ ## load super to get edges io5 = h5py.File(data.clust_database, 'r+') superseqs = io5["seqs"] splits = io5["splits"] ...	[ "def", "fill_superseqs", "(", "data", ",", "samples", ")", ":", "## load super to get edges", "io5", "=", "h5py", ".", "File", "(", "data", ".", "clust_database", ",", "'r+'", ")", "superseqs", "=", "io5", "[", "\"seqs\"", "]", "splits", "=", "io5", "[", ...	34.405941	19.277228
def fd_solve(self): """ w = fd_solve() where coeff is the sparse coefficient matrix output from function coeff_matrix and qs is the array of loads (stresses) Sparse solver for one-dimensional flexure of an elastic plate """ if self.Debug: print("qs", self.qs.shape) ...	[ "def", "fd_solve", "(", "self", ")", ":", "if", "self", ".", "Debug", ":", "print", "(", "\"qs\"", ",", "self", ".", "qs", ".", "shape", ")", "print", "(", "\"Te\"", ",", "self", ".", "Te", ".", "shape", ")", "self", ".", "calc_max_flexural_wavelengt...	40.52381	23.761905
def get_sessionmaker(sqlalchemy_url, engine=None): """ Create session with database to work in """ if engine is None: engine = create_engine(sqlalchemy_url) return sessionmaker(bind=engine)	[ "def", "get_sessionmaker", "(", "sqlalchemy_url", ",", "engine", "=", "None", ")", ":", "if", "engine", "is", "None", ":", "engine", "=", "create_engine", "(", "sqlalchemy_url", ")", "return", "sessionmaker", "(", "bind", "=", "engine", ")" ]	30.142857	5.857143
def _logpdf(self, kwargs): """ Returns the logpdf at the given angles. Parameters ---------- \kwargs: The keyword arguments should specify the value for each angle, using the names of the polar and azimuthal angles as the keywords. Unrecog...	[ "def", "_logpdf", "(", "self", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "_polardist", ".", "_logpdf", "(", "", "", "kwargs", ")", "+", "self", ".", "_azimuthaldist", ".", "_logpdf", "(", "", "", "kwargs", ")" ]	30.333333	19.666667
def prune_taxonomy(taxF, level): """ :type taxF: file :param taxF: The taxonomy output file to parse :type level: string :param level: The level of the phylogenetic assignment at which to cut off every assigned taxonomic string. :rtype: dict :return: A dictionary of taxon...	[ "def", "prune_taxonomy", "(", "taxF", ",", "level", ")", ":", "uniqueTax", "=", "{", "}", "nuTax", "=", "{", "}", "# non-unique taxonomies", "for", "i", ",", "line", "in", "enumerate", "(", "taxF", ")", ":", "try", ":", "otuID", ",", "tax", ",", "flo...	34	20.387097
def draw_frame(self, x, y, width, height, string, fg=Ellipsis, bg=Ellipsis): """Similar to L{draw_rect} but only draws the outline of the rectangle. `width or `height` can be None to extend to the bottom right of the console or can be a negative number to be sized reltive to the total s...	[ "def", "draw_frame", "(", "self", ",", "x", ",", "y", ",", "width", ",", "height", ",", "string", ",", "fg", "=", "Ellipsis", ",", "bg", "=", "Ellipsis", ")", ":", "x", ",", "y", ",", "width", ",", "height", "=", "self", ".", "_normalizeRect", "(...	47.589744	23.74359
def generate_and_write_ed25519_keypair(filepath=None, password=None): """ <Purpose> Generate an Ed25519 keypair, where the encrypted key (using 'password' as the passphrase) is saved to <'filepath'>. The public key portion of the generated Ed25519 key is saved to <'filepath'>.pub. If the filepath is n...	[ "def", "generate_and_write_ed25519_keypair", "(", "filepath", "=", "None", ",", "password", "=", "None", ")", ":", "# Generate a new Ed25519 key object.", "ed25519_key", "=", "securesystemslib", ".", "keys", ".", "generate_ed25519_key", "(", ")", "if", "not", "filepat...	38.443478	25.852174
def BC_selector_and_coeff_matrix_creator(self): """ Selects the boundary conditions E-W is for inside each panel N-S is for the block diagonal matrix ("with fringes") Then calls the function to build the diagonal matrix The current method of coefficient matrix construction utilizes longer-range...	[ "def", "BC_selector_and_coeff_matrix_creator", "(", "self", ")", ":", "# Zeroth, start the timer and print the boundary conditions to the screen", "self", ".", "coeff_start_time", "=", "time", ".", "time", "(", ")", "if", "self", ".", "Verbose", ":", "print", "(", "\"Bo...	43.77551	25.367347
def setup_parameters(self): """Add any CloudFormation parameters to the template""" t = self.template parameters = self.get_parameter_definitions() if not parameters: logger.debug("No parameters defined.") return for name, attrs in parameters.items(): ...	[ "def", "setup_parameters", "(", "self", ")", ":", "t", "=", "self", ".", "template", "parameters", "=", "self", ".", "get_parameter_definitions", "(", ")", "if", "not", "parameters", ":", "logger", ".", "debug", "(", "\"No parameters defined.\"", ")", "return"...	31.833333	15.583333
def line(self, sentences, line_number=None): """ Return the bytes for a basic line. If no line number is given, current one + 10 will be used Sentences if a list of sentences """ if line_number is None: line_number = self.current_line + 10 self.current_line = ...	[ "def", "line", "(", "self", ",", "sentences", ",", "line_number", "=", "None", ")", ":", "if", "line_number", "is", "None", ":", "line_number", "=", "self", ".", "current_line", "+", "10", "self", ".", "current_line", "=", "line_number", "sep", "=", "[",...	32.1	16.45
def _wrap_chunks(self, chunks): """_wrap_chunks(chunks : [string]) -> [string] Wrap a sequence of text chunks and return a list of lines of length 'self.width' or less. (If 'break_long_words' is false, some lines may be longer than this.) Chunks correspond roughly to words and...	[ "def", "_wrap_chunks", "(", "self", ",", "chunks", ")", ":", "lines", "=", "[", "]", "if", "self", ".", "width", "<=", "0", ":", "raise", "ValueError", "(", "\"invalid width %r (must be > 0)\"", "%", "self", ".", "width", ")", "# Arrange in reverse order so it...	38.661972	22.929577
def param_names(scipy_dist): """Get names of fit parameters from a ``scipy.rv_*`` distribution.""" if not isinstance(scipy_dist, rv_continuous): raise TypeError names = ['loc', 'scale'] if scipy_dist.shapes is not None: names += scipy_dist.shapes.split() return names	[ "def", "param_names", "(", "scipy_dist", ")", ":", "if", "not", "isinstance", "(", "scipy_dist", ",", "rv_continuous", ")", ":", "raise", "TypeError", "names", "=", "[", "'loc'", ",", "'scale'", "]", "if", "scipy_dist", ".", "shapes", "is", "not", "None", ...	37	9.875
def download_and_expand(self): """Download and expand RPM Python binding.""" top_dir_name = None if self.git_branch: # Download a source by git clone. top_dir_name = self._download_and_expand_by_git() else: # Download a source from the arcihve URL. ...	[ "def", "download_and_expand", "(", "self", ")", ":", "top_dir_name", "=", "None", "if", "self", ".", "git_branch", ":", "# Download a source by git clone.", "top_dir_name", "=", "self", ".", "_download_and_expand_by_git", "(", ")", "else", ":", "# Download a source fr...	45.529412	17.117647
def init_api(self, instance_config, custom_tags): """ Guarantees a valid auth scope for this instance, and returns it Communicates with the identity server and initializes a new scope when one is absent, or has been forcibly removed due to token expiry """ custom_tags = ...	[ "def", "init_api", "(", "self", ",", "instance_config", ",", "custom_tags", ")", ":", "custom_tags", "=", "custom_tags", "or", "[", "]", "keystone_server_url", "=", "instance_config", ".", "get", "(", "\"keystone_server_url\"", ")", "proxy_config", "=", "self", ...	48.086957	23.73913
def noise_from_psd(length, delta_t, psd, seed=None): """ Create noise with a given psd. Return noise with a given psd. Note that if unique noise is desired a unique seed should be provided. Parameters ---------- length : int The length of noise to generate in samples. delta_t : flo...	[ "def", "noise_from_psd", "(", "length", ",", "delta_t", ",", "psd", ",", "seed", "=", "None", ")", ":", "noise_ts", "=", "TimeSeries", "(", "zeros", "(", "length", ")", ",", "delta_t", "=", "delta_t", ")", "if", "seed", "is", "None", ":", "seed", "="...	28.207547	22.301887
def stop_NoteContainer(self, notecontainer): """Add note_off events for each note in the NoteContainer to the track_data.""" # if there is more than one note in the container, the deltatime should # be set back to zero after the first one has been stopped if len(notecontainer) <=...	[ "def", "stop_NoteContainer", "(", "self", ",", "notecontainer", ")", ":", "# if there is more than one note in the container, the deltatime should", "# be set back to zero after the first one has been stopped", "if", "len", "(", "notecontainer", ")", "<=", "1", ":", "[", "self"...	47.272727	13.090909
def visit_Alt(self, node: parsing.Alt) -> [ast.stmt]: """Generates python code for alternatives. try: try: <code for clause> #raise AltFalse when alternative is False raise AltTrue() except AltFalse: pass return False ...	[ "def", "visit_Alt", "(", "self", ",", "node", ":", "parsing", ".", "Alt", ")", "->", "[", "ast", ".", "stmt", "]", ":", "clauses", "=", "[", "self", ".", "visit", "(", "clause", ")", "for", "clause", "in", "node", ".", "ptlist", "]", "for", "clau...	36.484848	16.333333
def _add_potential(self, potential, parent_tag): """ Adds Potentials to the ProbModelXML. Parameters ---------- potential: dict Dictionary containing Potential data. For example: {'role': 'Utility', 'Variables': ['D0', 'D1', 'C0'...	[ "def", "_add_potential", "(", "self", ",", "potential", ",", "parent_tag", ")", ":", "potential_type", "=", "potential", "[", "'type'", "]", "try", ":", "potential_tag", "=", "etree", ".", "SubElement", "(", "parent_tag", ",", "'Potential'", ",", "attrib", "...	57	23.833333
def make_similar_sized_bins(x, n): """Utility function to create a set of bins over the range of values in `x` such that each bin contains roughly the same number of values. Parameters ---------- x : array_like The values to be binned. n : int The number of bins to create. ...	[ "def", "make_similar_sized_bins", "(", "x", ",", "n", ")", ":", "# copy and sort the array", "y", "=", "np", ".", "array", "(", "x", ")", ".", "flatten", "(", ")", "y", ".", "sort", "(", ")", "# setup bins", "bins", "=", "[", "y", "[", "0", "]", "]...	20.957447	23.680851
def escalation_date(self, escalation_date): """ Sets the task escalation_date Args: escalation_date: Converted to %Y-%m-%dT%H:%M:%SZ date format """ if not self.can_update(): self._tcex.handle_error(910, [self.type]) escalation_date = self._utils....	[ "def", "escalation_date", "(", "self", ",", "escalation_date", ")", ":", "if", "not", "self", ".", "can_update", "(", ")", ":", "self", ".", "_tcex", ".", "handle_error", "(", "910", ",", "[", "self", ".", "type", "]", ")", "escalation_date", "=", "sel...	40.066667	18.333333
def get_refs(self, location): """Return map of named refs (branches or tags) to commit hashes.""" output = call_subprocess([self.cmd, 'show-ref'], show_stdout=False, cwd=location) rv = {} for line in output.strip().splitlines(): commit, ref = ...	[ "def", "get_refs", "(", "self", ",", "location", ")", ":", "output", "=", "call_subprocess", "(", "[", "self", ".", "cmd", ",", "'show-ref'", "]", ",", "show_stdout", "=", "False", ",", "cwd", "=", "location", ")", "rv", "=", "{", "}", "for", "line",...	43.333333	11.055556
def indicator_pivot(self, indicator_resource): """Pivot point on indicators for this resource. This method will return all resources (groups, tasks, victims, etc) for this resource that are associated with the provided resource id (indicator value). *Example Endpoints URI's...	[ "def", "indicator_pivot", "(", "self", ",", "indicator_resource", ")", ":", "resource", "=", "self", ".", "copy", "(", ")", "resource", ".", "_request_uri", "=", "'{}/{}'", ".", "format", "(", "indicator_resource", ".", "request_uri", ",", "resource", ".", "...	63.911765	39.852941
def extract_paths(self, paths, ignore_nopath): """ Extract the given paths from the domain Attempt to extract all files defined in ``paths`` with the method defined in :func:`~lago.plugins.vm.VMProviderPlugin.extract_paths`, if it fails, and `guestfs` is available it will try ex...	[ "def", "extract_paths", "(", "self", ",", "paths", ",", "ignore_nopath", ")", ":", "try", ":", "super", "(", ")", ".", "extract_paths", "(", "paths", "=", "paths", ",", "ignore_nopath", "=", "ignore_nopath", ",", ")", "except", "ExtractPathError", "as", "e...	33.891892	23.459459
def _get_policies(self): """Returns all the policy names for a given user""" username = self._get_username_for_key() policies = self.client.list_user_policies( UserName=username ) return policies	[ "def", "_get_policies", "(", "self", ")", ":", "username", "=", "self", ".", "_get_username_for_key", "(", ")", "policies", "=", "self", ".", "client", ".", "list_user_policies", "(", "UserName", "=", "username", ")", "return", "policies" ]	34.428571	13.142857
def quaternion_from_euler(angles, order='yzy'): """Generate a quaternion from a set of Euler angles. Args: angles (array_like): Array of Euler angles. order (str): Order of Euler rotations. 'yzy' is default. Returns: Quaternion: Quaternion representation of Euler rotation. """...	[ "def", "quaternion_from_euler", "(", "angles", ",", "order", "=", "'yzy'", ")", ":", "angles", "=", "np", ".", "asarray", "(", "angles", ",", "dtype", "=", "float", ")", "quat", "=", "quaternion_from_axis_rotation", "(", "angles", "[", "0", "]", ",", "or...	36.8125	19.375
def data_factory(value, encoding='UTF-8'): """Wrap a Python type in the equivalent C AMQP type. If the Python type has already been wrapped in a ~uamqp.types.AMQPType object - then this will be used to select the appropriate C type. - bool => c_uamqp.BoolValue - int => c_uamqp.IntValue, LongValue, D...	[ "def", "data_factory", "(", "value", ",", "encoding", "=", "'UTF-8'", ")", ":", "result", "=", "None", "if", "value", "is", "None", ":", "result", "=", "c_uamqp", ".", "null_value", "(", ")", "elif", "hasattr", "(", "value", ",", "'c_data'", ")", ":", ...	41.075472	10.415094
def transform_point(self, x, y): """Transforms the point ``(x, y)`` by this matrix. :param x: X position. :param y: Y position. :type x: float :type y: float :returns: A ``(new_x, new_y)`` tuple of floats. """ xy = ffi.new('double[2]', [x, y]) ca...	[ "def", "transform_point", "(", "self", ",", "x", ",", "y", ")", ":", "xy", "=", "ffi", ".", "new", "(", "'double[2]'", ",", "[", "x", ",", "y", "]", ")", "cairo", ".", "cairo_matrix_transform_point", "(", "self", ".", "_pointer", ",", "xy", "+", "0...	30.461538	16.230769
def clean_features(df): """Fixes up columns of the passed DataFrame, such as casting T/F columns to boolean and filling in NaNs for team and opp. :param df: DataFrame of play-by-play data. :returns: Dataframe with cleaned columns. """ df = pd.DataFrame(df) bool_vals = set([True, False, Non...	[ "def", "clean_features", "(", "df", ")", ":", "df", "=", "pd", ".", "DataFrame", "(", "df", ")", "bool_vals", "=", "set", "(", "[", "True", ",", "False", ",", "None", ",", "np", ".", "nan", "]", ")", "sparse_cols", "=", "sparse_lineup_cols", "(", "...	33.032258	16.774194
def logout_view(self): """Process the logout link.""" """ Sign the user out.""" # Send user_logged_out signal signals.user_logged_out.send(current_app._get_current_object(), user=current_user) # Use Flask-Login to sign out user logout_user() # Flash a system me...	[ "def", "logout_view", "(", "self", ")", ":", "\"\"\" Sign the user out.\"\"\"", "# Send user_logged_out signal", "signals", ".", "user_logged_out", ".", "send", "(", "current_app", ".", "_get_current_object", "(", ")", ",", "user", "=", "current_user", ")", "# Use Fla...	34.625	21.4375
def unmonitor_instances(self, instance_ids): """ Disable CloudWatch monitoring for the supplied instance. :type instance_id: list of string :param instance_id: The instance id :rtype: list :return: A list of :class:`boto.ec2.instanceinfo.InstanceInfo` """ ...	[ "def", "unmonitor_instances", "(", "self", ",", "instance_ids", ")", ":", "params", "=", "{", "}", "self", ".", "build_list_params", "(", "params", ",", "instance_ids", ",", "'InstanceId'", ")", "return", "self", ".", "get_list", "(", "'UnmonitorInstances'", "...	36.714286	18.142857
def plotAccuracyAndMCsDuringDecrementChange(results, title="", yaxis=""): """ Plot accuracy vs decrement value """ decrementRange = [] mcRange = [] for r in results: if r["basalPredictedSegmentDecrement"] not in decrementRange: decrementRange.append(r["basalPredictedSegmentDecrement"]) if r["...	[ "def", "plotAccuracyAndMCsDuringDecrementChange", "(", "results", ",", "title", "=", "\"\"", ",", "yaxis", "=", "\"\"", ")", ":", "decrementRange", "=", "[", "]", "mcRange", "=", "[", "]", "for", "r", "in", "results", ":", "if", "r", "[", "\"basalPredicted...	35.157895	21.421053
def _pair_samples_with_pipelines(run_info_yaml, config): """Map samples defined in input file to pipelines to run. """ samples = config_utils.load_config(run_info_yaml) if isinstance(samples, dict): resources = samples.pop("resources") samples = samples["details"] else: resou...	[ "def", "_pair_samples_with_pipelines", "(", "run_info_yaml", ",", "config", ")", ":", "samples", "=", "config_utils", ".", "load_config", "(", "run_info_yaml", ")", "if", "isinstance", "(", "samples", ",", "dict", ")", ":", "resources", "=", "samples", ".", "p...	37.9375	11.125
def get_responses(self): """Gets list of the latest responses""" response_list = [] for question_map in self._my_map['questions']: response_list.append(self._get_response_from_question_map(question_map)) return ResponseList(response_list)	[ "def", "get_responses", "(", "self", ")", ":", "response_list", "=", "[", "]", "for", "question_map", "in", "self", ".", "_my_map", "[", "'questions'", "]", ":", "response_list", ".", "append", "(", "self", ".", "_get_response_from_question_map", "(", "questio...	46.166667	15
def write_to_datastore(self): """Writes all image batches to the datastore.""" client = self._datastore_client with client.no_transact_batch() as client_batch: for batch_id, batch_data in iteritems(self._data): batch_key = client.key(self._entity_kind_batches, batch_id) batch_entity = ...	[ "def", "write_to_datastore", "(", "self", ")", ":", "client", "=", "self", ".", "_datastore_client", "with", "client", ".", "no_transact_batch", "(", ")", "as", "client_batch", ":", "for", "batch_id", ",", "batch_data", "in", "iteritems", "(", "self", ".", "...	45.666667	11.333333
def _initPermConnected(self): """ Returns a randomly generated permanence value for a synapses that is initialized in a connected state. The basic idea here is to initialize permanence values very close to synPermConnected so that a small number of learning steps could make it disconnected or connec...	[ "def", "_initPermConnected", "(", "self", ")", ":", "p", "=", "self", ".", "_synPermConnected", "+", "(", "self", ".", "_synPermMax", "-", "self", ".", "_synPermConnected", ")", "*", "self", ".", "_random", ".", "getReal64", "(", ")", "# Ensure we don't have...	45.166667	25.722222
def bleakest_moves(self, start_game, end_game): """Given a range of games, return the bleakest moves. Returns a list of (game, move, q) sorted by q. """ bleak = b'bleakest_q' rows = self.bt_table.read_rows( ROW_PREFIX.format(start_game), ROW_PREFIX.format...	[ "def", "bleakest_moves", "(", "self", ",", "start_game", ",", "end_game", ")", ":", "bleak", "=", "b'bleakest_q'", "rows", "=", "self", ".", "bt_table", ".", "read_rows", "(", "ROW_PREFIX", ".", "format", "(", "start_game", ")", ",", "ROW_PREFIX", ".", "fo...	38.722222	11.5
def strip_qos_cntrl(self, idx, prot_type): """strip(2 byte) wlan.qos :idx: int :prot_type: string 802.11 protocol type(.11ac, .11a, .11n, etc) :return: int number of processed bytes :return: int qos priority :return: int qos...	[ "def", "strip_qos_cntrl", "(", "self", ",", "idx", ",", "prot_type", ")", ":", "qos_cntrl", ",", "=", "struct", ".", "unpack", "(", "'H'", ",", "self", ".", "_packet", "[", "idx", ":", "idx", "+", "2", "]", ")", "qos_cntrl_bits", "=", "format", "(", ...	34.36	12.92
def get(self, request, bot_id, id, format=None): """ Get list of source state of a handler --- serializer: StateSerializer responseMessages: - code: 401 message: Not authenticated """ return super(SourceStateList, self).get(request, bot_i...	[ "def", "get", "(", "self", ",", "request", ",", "bot_id", ",", "id", ",", "format", "=", "None", ")", ":", "return", "super", "(", "SourceStateList", ",", "self", ")", ".", "get", "(", "request", ",", "bot_id", ",", "id", ",", "format", ")" ]	32.5	11.5
def _handle_mouse(self, ev): """ Handle mouse events. Return a list of KeyPress instances. """ FROM_LEFT_1ST_BUTTON_PRESSED = 0x1 result = [] # Check event type. if ev.ButtonState == FROM_LEFT_1ST_BUTTON_PRESSED: # On a key press, generate both the m...	[ "def", "_handle_mouse", "(", "self", ",", "ev", ")", ":", "FROM_LEFT_1ST_BUTTON_PRESSED", "=", "0x1", "result", "=", "[", "]", "# Check event type.", "if", "ev", ".", "ButtonState", "==", "FROM_LEFT_1ST_BUTTON_PRESSED", ":", "# On a key press, generate both the mouse do...	33.6	18.9
def cleanup(self): """ Attempt to set a new current symlink if it is broken. If no other prefixes exist and the workdir is empty, try to delete the entire workdir. Raises: :exc:`~MalformedWorkdir`: if no prefixes were found, but the workdir is not emp...	[ "def", "cleanup", "(", "self", ")", ":", "current", "=", "self", ".", "join", "(", "'current'", ")", "if", "not", "os", ".", "path", ".", "exists", "(", "current", ")", ":", "LOGGER", ".", "debug", "(", "'found broken current symlink, removing: %s'", ",", ...	38.1	16.833333
def parse_superbox(self, fptr): """Parse a superbox (box consisting of nothing but other boxes. Parameters ---------- fptr : file Open file object. Returns ------- list List of top-level boxes in the JPEG 2000 file. """ s...	[ "def", "parse_superbox", "(", "self", ",", "fptr", ")", ":", "superbox", "=", "[", "]", "start", "=", "fptr", ".", "tell", "(", ")", "while", "True", ":", "# Are we at the end of the superbox?", "if", "start", ">=", "self", ".", "offset", "+", "self", "....	34.565217	21.666667
def hist(table, field=-1, class_column=None, title='', verbosity=2, *kwargs): """Plot discrete PDFs >>> df = pd.DataFrame(pd.np.random.randn(99,3), columns=list('ABC')) >>> df['Class'] = pd.np.array((pd.np.matrix([1,1,1])pd.np.matrix(df).T).T > 0) >>> len(hist(df, verbosity=0, class_column='...	[ "def", "hist", "(", "table", ",", "field", "=", "-", "1", ",", "class_column", "=", "None", ",", "title", "=", "''", ",", "verbosity", "=", "2", ",", "", "", "kwargs", ")", ":", "field", "=", "fuzzy_index_match", "(", "table", ",", "field", ")", ...	36.476744	19.895349

def get_versions(): """Get version information or return default if unable to do so.""" # I am in _version.py, which lives at ROOT/VERSIONFILE_SOURCE. If we have # __file__, we can work backwards from there to the root. Some # py2exe/bbfreeze/non-CPython implementations don't do __file__, in which #...

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33.327586

22.172414

def require_auth(view_func): """Performs user authentication check. Similar to Django's `login_required` decorator, except that this throws :exc:`~horizon.exceptions.NotAuthenticated` exception if the user is not signed-in. """ from horizon.exceptions import NotAuthenticated @functools.wra...

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38.066667

19.6

def wrsamp(self, expanded=False, write_dir=''): """ Write a wfdb header file and any associated dat files from this object. Parameters ---------- expanded : bool, optional Whether to write the expanded signal (e_d_signal) instead of the uniform si...

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35.857143

17.666667

def inverse_transform(self, X): """Undo the scaling of X according to feature_range. Note that if truncate is true, any truncated points will not be restored exactly. Parameters ---------- X : array-like with shape [n_samples, n_features] Input data that wil...

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29.533333

17.2

def fpopen(*args, **kwargs): ''' Shortcut for fopen with extra uid, gid, and mode options. Supported optional Keyword Arguments: mode Explicit mode to set. Mode is anything os.chmod would accept as input for mode. Works only on unix/unix-like systems. uid The uid to set, i...

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35.619048

23.380952

def next(self): """ This method is deprecated, a holdover from when queries were iterators, rather than iterables. @return: one element of massaged data. """ if self._selfiter is None: warnings.warn( "Calling 'next' directly on a query is depr...

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40.133333

17.2

def to_json(self, depth=-1, **kwargs): """Returns a JSON representation of the object.""" return json.dumps(self.to_dict(depth=depth, ordered=True), **kwargs)

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57.333333

12.666667

def __snake_case(self, descriptor): """ Utility method to convert camelcase to snake :param descriptor: The dictionary to convert """ newdict = {} for i, (k, v) in enumerate(descriptor.items()): newkey = "" for j, c in enumerate(k): ...

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30.444444

10.666667

def snapshots_delete(container, name, remote_addr=None, cert=None, key=None, verify_cert=True): ''' Delete a snapshot for a container container : The name of the container to get. name : The name of the snapshot. remote_addr : An URL to a remote server...

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21.886792

23.509434

def configure(filename=None): """This function gives to the user application a chance to define where configuration file should live. Subsequent calls to this function will have no effect, unless you call :func:`reconfigure`. :param str filename: Full path to configuration file. """ global ret...

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34.052632

21.631579

def wait_until_clickable(self, timeout=None): """Search element and wait until it is clickable :param timeout: max time to wait :returns: page element instance """ try: self.utils.wait_until_element_clickable(self, timeout) except TimeoutException as exceptio...

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52.5

26.1875

def delete_user(self, user_descriptor): """DeleteUser. [Preview API] Disables a user. :param str user_descriptor: The descriptor of the user to delete. """ route_values = {} if user_descriptor is not None: route_values['userDescriptor'] = self._serialize.url('...

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46

13.083333

def get_saved_policy(table='filter', chain=None, conf_file=None, family='ipv4'): ''' Return the current policy for the specified table/chain CLI Examples: .. code-block:: bash salt '*' iptables.get_saved_policy filter INPUT salt '*' iptables.get_saved_policy filter INPUT \\ ...

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28.730769

24.730769

def show_address_scope(self, address_scope, **_params): """Fetches information of a certain address scope.""" return self.get(self.address_scope_path % (address_scope), params=_params)

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55.25

10.5

def dist_abs(self, src, tar, gap_cost=1, sim_func=sim_ident): """Return the Smith-Waterman score of two strings. Parameters ---------- src : str Source string for comparison tar : str Target string for comparison gap_cost : float The c...

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31.108696

18.086957

def setLocalityGroups(self, login, tableName, groups): """ Parameters: - login - tableName - groups """ self.send_setLocalityGroups(login, tableName, groups) self.recv_setLocalityGroups()

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23.777778

15.777778

def cbpdn_ystep(k): """Do the Y step of the cbpdn stage. The only parameter is the slice index `k` and there are no return values; all inputs and outputs are from and to global variables. """ AXU = mp_Z_X[k] + mp_Z_U[k] mp_Z_Y[k] = sp.prox_l1(AXU, (mp_lmbda/mp_xrho))

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35.625

15

def rpc_get_names(self, filename, source, offset): """Return the list of possible names""" names = jedi.api.names(source=source, path=filename, encoding='utf-8', all_scopes=True, definitions=True, ...

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43.65

13.2

def update_path(self, path): """ There are EXTENDED messages which don't include any routers at all, and any of the EXTENDED messages may have some arbitrary flags in them. So far, they're all upper-case and none start with $ luckily. The routers in the path should all be ...

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38.677419

19

def sign_transaction(self, tx_data, unspents=None): # pragma: no cover """Creates a signed P2PKH transaction using previously prepared transaction data. :param tx_data: Hex-encoded transaction or output of :func:`~bit.Key.prepare_transaction`. :type tx_data: ``str`` :param unsp...

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46.066667

22.133333

def get_barycenter(self): """Return the mass weighted average location. Args: None Returns: :class:`numpy.ndarray`: """ try: mass = self['mass'].values except KeyError: mass = self.add_data('mass')['mass'].values p...

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27.933333

18.466667

def localeselector(): """Default locale selector used in abilian applications.""" # if a user is logged in, use the locale from the user settings user = getattr(g, "user", None) if user is not None: locale = getattr(user, "locale", None) if locale: return locale # Otherw...

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39.428571

19.5

def query_input(question, default=None, color=default_color): """Ask a question for input via raw_input() and return their answer. "question" is a string that is presented to the user. "default" is the presumed answer if the user just hits <Enter>. The "answer" return value is a str. """ if de...

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32.772727

17.090909

def release(version): """Tags all submodules for a new release. Ensures that git tags, as well as the version.py files in each submodule, agree and that the new version is strictly greater than the current version. Will fail if the new version is not an increment (following PEP 440). Creates a new git ...

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40.909091

22.727273

def can(self): """Grant permission if owner or admin.""" return str(current_user.get_id()) == str(self.community.id_user) or \ DynamicPermission(ActionNeed('admin-access')).can()

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50.75

21.5

def request_leadership(self, opt_count, skip_brokers, skip_partitions): """Under-balanced broker requests leadership from current leader, on the pretext that it recursively can maintain its leadership count as optimal. :key_terms: leader-balanced: Count of brokers as leader is at least ...

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52.676471

22.044118

def read_file(filename): """ return the contents of the file named filename or None if file not found """ if os.path.isfile(filename): with open(filename, 'r') as f: return f.read()

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41

7.8

def json_tuple(col, *fields): """Creates a new row for a json column according to the given field names. :param col: string column in json format :param fields: list of fields to extract >>> data = [("1", '''{"f1": "value1", "f2": "value2"}'''), ("2", '''{"f1": "value12"}''')] >>> df = spark.creat...

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46.928571

22.285714

def set_units(self, unit): """Set the unit for this data point Unit, as with data_type, are actually associated with the stream and not the individual data point. As such, changing this within a stream is not encouraged. Setting the unit on the data point is useful when the st...

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45

26.4

def merge(infiles, outfile, same_run, templatefile): """ Merge multiple OSW files and (for large experiments, it is recommended to subsample first). """ if len(infiles) < 1: raise click.ClickException("At least one PyProphet input file needs to be provided.") merge_osw(infiles, outfile, te...

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37

25.666667

def ApplyEdits(self, adds=None, updates=None, deletes=None): """This operation adds, updates and deletes features to the associated feature layer or table in a single call (POST only). The apply edits operation is performed on a feature service layer resource. The result of this...

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64.92

25.6

def create_diskgroup(cache_disk_id, capacity_disk_ids, safety_checks=True, service_instance=None): ''' Creates disk group on an ESXi host with the specified cache and capacity disks. cache_disk_id The canonical name of the disk to be used as a cache. The disk must be ...

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41.825397

22.714286

def _parse_downloadcount(self, text): """ parse download count text format maybe: - pure number: 1000 - number + unit: 1万 """ unit_map = { '千': 1000, '万': 10000, '百万': 1000000, } m = re.match(r'^(\d+(?:\.\d+)?)(\w{0,2})...

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def get_tl(self): """Returns the top left border of the cell""" cell_above_left = CellBorders(self.cell_attributes, *self.cell.get_above_left_key_rect()) return cell_above_left.get_r()

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def prepare_params(self): """ Prepare the parameters passed to the templatetag """ if self.options.resolve_fragment: self.fragment_name = self.node.fragment_name.resolve(self.context) else: self.fragment_name = str(self.node.fragment_name) # Re...

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def get_attributes(self, sids, flds, **overrides): """Check cache first, then defer to data manager :param sids: security identifiers :param flds: fields to retrieve :param overrides: key-value pairs to pass to the mgr get_attributes method :return: DataFrame with flds as columns...

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def _sign_single(self, payload, signing_key): """ Make a single-signature JWT. Returns the serialized token (compact form), as a string """ if not isinstance(payload, Mapping): raise TypeError('Expecting a mapping object, as only ' 'JSON ob...

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def _get_node_parent(self, age, pos): """Get the parent node of node, whch is located in tree's node list. Returns: object: The parent node. """ return self.nodes[age][int(pos / self.comp)]

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def _visible(self, element): """Used to filter text elements that have invisible text on the page. """ if element.name in self._disallowed_names: return False elif re.match(u'', six.text_type(element.extract())): return False return True

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def visit_keyword(self, node: AST, dfltChaining: bool = True) -> str: """Return representation of `node` as keyword arg.""" arg = node.arg if arg is None: return f"**{self.visit(node.value)}" else: return f"{arg}={self.visit(node.value)}"

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def spawn_agent(self, agent_definition, location): """Queues a spawn agent command. It will be applied when `tick` or `step` is called next. The agent won't be able to be used until the next frame. Args: agent_definition (:obj:`AgentDefinition`): The definition of the agent to spawn...

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def backwards(self, orm): "Write your backwards methods here." from django.contrib.auth.models import Group projects = orm['samples.Project'].objects.all() names = [PROJECT_GROUP_TEMPLATE.format(p.name) for p in projects] # Remove groups named after these teams Group.ob...

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def evaluate(self, env): """Evaluate the function call in the environment, returning a Unicode string. """ if self.ident in env.functions: arg_vals = [expr.evaluate(env) for expr in self.args] try: out = env.functions[self.ident](*arg_vals) ...

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def _hash_filter_fn(self, filter_fn, **kwargs): """ Construct string representing state of filter_fn Used to cache filtered variants or effects uniquely depending on filter fn values """ filter_fn_name = self._get_function_name(filter_fn, default="filter-none") logger.debug("...

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def container_setting(name, container, settings=None): ''' Set the value of the setting for an IIS container. :param str name: The name of the IIS container. :param str container: The type of IIS container. The container types are: AppPools, Sites, SslBindings :param str settings: A diction...

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def add_role(self, service_name, deployment_name, role_name, system_config, os_virtual_hard_disk, network_config=None, availability_set_name=None, data_virtual_hard_disks=None, role_size=None, role_type='PersistentVMRole', resource_extension_references...

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def gap_index_map(sequence, gap_chars='-'): """ Opposite of ungap_index_map: returns mapping from gapped index to ungapped index. >>> gap_index_map('AC-TG-') {0: 0, 1: 1, 3: 2, 4: 3} """ return dict( (v, k) for k, v in list(ungap_index_map(sequence, gap_chars).items()))

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def const_shuffle(arr, seed=23980): """ Shuffle an array in-place with a fixed seed. """ old_seed = np.random.seed() np.random.seed(seed) np.random.shuffle(arr) np.random.seed(old_seed)

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def update(self, json_state): """Update the json data from a dictionary. Only updates if it already exists in the device. """ self._json_state.update( {k: json_state[k] for k in json_state if self._json_state.get(k)}) self._update_name()

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def handler(self, scheme_name=None): """ Return handler which scheme name matches the specified one :param scheme_name: scheme name to search for :return: WSchemeHandler class or None (if matching handler was not found) """ if scheme_name is None: return self.__default_handler_cls for handler in self.__...

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def matrix(self): """Build matrix representation of Householder transformation. Builds the matrix representation :math:`H = I - \\beta vv^*`. **Use with care!** This routine may be helpful for testing purposes but should not be used in production codes for high dimensions since...

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def with_organisation(self, organisation): """Add an organisation segment. Args: organisation (str): Official name of an administrative body holding an election. Returns: IdBuilder Raises: ValueError """ if organisati...

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def add_category(self, category): """Add a category assigned to this message :rtype: Category """ self._categories = self._ensure_append(category, self._categories)

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def isVideo(self): """ Is the stream labelled as a video stream. """ val=False if self.__dict__['codec_type']: if self.codec_type == 'video': val=True return val

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def put_blob(kwargs=None, storage_conn=None, call=None): ''' .. versionadded:: 2015.8.0 Upload a blob CLI Examples: .. code-block:: bash salt-cloud -f put_blob my-azure container=base name=top.sls blob_path=/srv/salt/top.sls salt-cloud -f put_blob my-azure container=base name=con...

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def _backup_file(self, file, patch): """ Creates a backup of file """ dest_dir = self.quilt_pc + patch.get_name() file_dir = file.get_directory() if file_dir: #TODO get relative path dest_dir = dest_dir + file_dir backup = Backup() backup.backup_fi...

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38.555556

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def _get(self, target, alias): """ Internal method to get a specific alias. """ if target not in self._aliases: return return self._aliases[target].get(alias)

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29.142857

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def get_json_tuples(self, prettyprint=False, translate=True): """ Get the data as JSON tuples """ j = self.get_json(prettyprint, translate) if len(j) > 2: if prettyprint: j = j[1:-2] + ",\n" else: j = j[1:-1] + "," e...

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def fill_superseqs(data, samples): """ Fills the superseqs array with seq data from cat.clust and fill the edges array with information about paired split locations. """ ## load super to get edges io5 = h5py.File(data.clust_database, 'r+') superseqs = io5["seqs"] splits = io5["splits"] ...

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def fd_solve(self): """ w = fd_solve() where coeff is the sparse coefficient matrix output from function coeff_matrix and qs is the array of loads (stresses) Sparse solver for one-dimensional flexure of an elastic plate """ if self.Debug: print("qs", self.qs.shape) ...

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def get_sessionmaker(sqlalchemy_url, engine=None): """ Create session with database to work in """ if engine is None: engine = create_engine(sqlalchemy_url) return sessionmaker(bind=engine)

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def _logpdf(self, **kwargs): """ Returns the logpdf at the given angles. Parameters ---------- \**kwargs: The keyword arguments should specify the value for each angle, using the names of the polar and azimuthal angles as the keywords. Unrecog...

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def prune_taxonomy(taxF, level): """ :type taxF: file :param taxF: The taxonomy output file to parse :type level: string :param level: The level of the phylogenetic assignment at which to cut off every assigned taxonomic string. :rtype: dict :return: A dictionary of taxon...

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def draw_frame(self, x, y, width, height, string, fg=Ellipsis, bg=Ellipsis): """Similar to L{draw_rect} but only draws the outline of the rectangle. `width or `height` can be None to extend to the bottom right of the console or can be a negative number to be sized reltive to the total s...

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def generate_and_write_ed25519_keypair(filepath=None, password=None): """ <Purpose> Generate an Ed25519 keypair, where the encrypted key (using 'password' as the passphrase) is saved to <'filepath'>. The public key portion of the generated Ed25519 key is saved to <'filepath'>.pub. If the filepath is n...

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def BC_selector_and_coeff_matrix_creator(self): """ Selects the boundary conditions E-W is for inside each panel N-S is for the block diagonal matrix ("with fringes") Then calls the function to build the diagonal matrix The current method of coefficient matrix construction utilizes longer-range...

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def setup_parameters(self): """Add any CloudFormation parameters to the template""" t = self.template parameters = self.get_parameter_definitions() if not parameters: logger.debug("No parameters defined.") return for name, attrs in parameters.items(): ...

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def line(self, sentences, line_number=None): """ Return the bytes for a basic line. If no line number is given, current one + 10 will be used Sentences if a list of sentences """ if line_number is None: line_number = self.current_line + 10 self.current_line = ...

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32.1

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def _wrap_chunks(self, chunks): """_wrap_chunks(chunks : [string]) -> [string] Wrap a sequence of text chunks and return a list of lines of length 'self.width' or less. (If 'break_long_words' is false, some lines may be longer than this.) Chunks correspond roughly to words and...

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38.661972

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def param_names(scipy_dist): """Get names of fit parameters from a ``scipy.rv_*`` distribution.""" if not isinstance(scipy_dist, rv_continuous): raise TypeError names = ['loc', 'scale'] if scipy_dist.shapes is not None: names += scipy_dist.shapes.split() return names

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def download_and_expand(self): """Download and expand RPM Python binding.""" top_dir_name = None if self.git_branch: # Download a source by git clone. top_dir_name = self._download_and_expand_by_git() else: # Download a source from the arcihve URL. ...

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def init_api(self, instance_config, custom_tags): """ Guarantees a valid auth scope for this instance, and returns it Communicates with the identity server and initializes a new scope when one is absent, or has been forcibly removed due to token expiry """ custom_tags = ...

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def noise_from_psd(length, delta_t, psd, seed=None): """ Create noise with a given psd. Return noise with a given psd. Note that if unique noise is desired a unique seed should be provided. Parameters ---------- length : int The length of noise to generate in samples. delta_t : flo...

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def stop_NoteContainer(self, notecontainer): """Add note_off events for each note in the NoteContainer to the track_data.""" # if there is more than one note in the container, the deltatime should # be set back to zero after the first one has been stopped if len(notecontainer) <=...

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def visit_Alt(self, node: parsing.Alt) -> [ast.stmt]: """Generates python code for alternatives. try: try: <code for clause> #raise AltFalse when alternative is False raise AltTrue() except AltFalse: pass return False ...

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def _add_potential(self, potential, parent_tag): """ Adds Potentials to the ProbModelXML. Parameters ---------- potential: dict Dictionary containing Potential data. For example: {'role': 'Utility', 'Variables': ['D0', 'D1', 'C0'...

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def make_similar_sized_bins(x, n): """Utility function to create a set of bins over the range of values in `x` such that each bin contains roughly the same number of values. Parameters ---------- x : array_like The values to be binned. n : int The number of bins to create. ...

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def escalation_date(self, escalation_date): """ Sets the task escalation_date Args: escalation_date: Converted to %Y-%m-%dT%H:%M:%SZ date format """ if not self.can_update(): self._tcex.handle_error(910, [self.type]) escalation_date = self._utils....

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def get_refs(self, location): """Return map of named refs (branches or tags) to commit hashes.""" output = call_subprocess([self.cmd, 'show-ref'], show_stdout=False, cwd=location) rv = {} for line in output.strip().splitlines(): commit, ref = ...

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def indicator_pivot(self, indicator_resource): """Pivot point on indicators for this resource. This method will return all *resources* (groups, tasks, victims, etc) for this resource that are associated with the provided resource id (indicator value). **Example Endpoints URI's*...

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def extract_paths(self, paths, ignore_nopath): """ Extract the given paths from the domain Attempt to extract all files defined in ``paths`` with the method defined in :func:`~lago.plugins.vm.VMProviderPlugin.extract_paths`, if it fails, and `guestfs` is available it will try ex...

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def _get_policies(self): """Returns all the policy names for a given user""" username = self._get_username_for_key() policies = self.client.list_user_policies( UserName=username ) return policies

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def quaternion_from_euler(angles, order='yzy'): """Generate a quaternion from a set of Euler angles. Args: angles (array_like): Array of Euler angles. order (str): Order of Euler rotations. 'yzy' is default. Returns: Quaternion: Quaternion representation of Euler rotation. """...

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def data_factory(value, encoding='UTF-8'): """Wrap a Python type in the equivalent C AMQP type. If the Python type has already been wrapped in a ~uamqp.types.AMQPType object - then this will be used to select the appropriate C type. - bool => c_uamqp.BoolValue - int => c_uamqp.IntValue, LongValue, D...

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def transform_point(self, x, y): """Transforms the point ``(x, y)`` by this matrix. :param x: X position. :param y: Y position. :type x: float :type y: float :returns: A ``(new_x, new_y)`` tuple of floats. """ xy = ffi.new('double[2]', [x, y]) ca...

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def clean_features(df): """Fixes up columns of the passed DataFrame, such as casting T/F columns to boolean and filling in NaNs for team and opp. :param df: DataFrame of play-by-play data. :returns: Dataframe with cleaned columns. """ df = pd.DataFrame(df) bool_vals = set([True, False, Non...

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def logout_view(self): """Process the logout link.""" """ Sign the user out.""" # Send user_logged_out signal signals.user_logged_out.send(current_app._get_current_object(), user=current_user) # Use Flask-Login to sign out user logout_user() # Flash a system me...

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def unmonitor_instances(self, instance_ids): """ Disable CloudWatch monitoring for the supplied instance. :type instance_id: list of string :param instance_id: The instance id :rtype: list :return: A list of :class:`boto.ec2.instanceinfo.InstanceInfo` """ ...

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def plotAccuracyAndMCsDuringDecrementChange(results, title="", yaxis=""): """ Plot accuracy vs decrement value """ decrementRange = [] mcRange = [] for r in results: if r["basalPredictedSegmentDecrement"] not in decrementRange: decrementRange.append(r["basalPredictedSegmentDecrement"]) if r["...

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def _pair_samples_with_pipelines(run_info_yaml, config): """Map samples defined in input file to pipelines to run. """ samples = config_utils.load_config(run_info_yaml) if isinstance(samples, dict): resources = samples.pop("resources") samples = samples["details"] else: resou...

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def get_responses(self): """Gets list of the latest responses""" response_list = [] for question_map in self._my_map['questions']: response_list.append(self._get_response_from_question_map(question_map)) return ResponseList(response_list)

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def write_to_datastore(self): """Writes all image batches to the datastore.""" client = self._datastore_client with client.no_transact_batch() as client_batch: for batch_id, batch_data in iteritems(self._data): batch_key = client.key(self._entity_kind_batches, batch_id) batch_entity = ...

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def _initPermConnected(self): """ Returns a randomly generated permanence value for a synapses that is initialized in a connected state. The basic idea here is to initialize permanence values very close to synPermConnected so that a small number of learning steps could make it disconnected or connec...

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def bleakest_moves(self, start_game, end_game): """Given a range of games, return the bleakest moves. Returns a list of (game, move, q) sorted by q. """ bleak = b'bleakest_q' rows = self.bt_table.read_rows( ROW_PREFIX.format(start_game), ROW_PREFIX.format...

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def strip_qos_cntrl(self, idx, prot_type): """strip(2 byte) wlan.qos :idx: int :prot_type: string 802.11 protocol type(.11ac, .11a, .11n, etc) :return: int number of processed bytes :return: int qos priority :return: int qos...

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def get(self, request, bot_id, id, format=None): """ Get list of source state of a handler --- serializer: StateSerializer responseMessages: - code: 401 message: Not authenticated """ return super(SourceStateList, self).get(request, bot_i...

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def _handle_mouse(self, ev): """ Handle mouse events. Return a list of KeyPress instances. """ FROM_LEFT_1ST_BUTTON_PRESSED = 0x1 result = [] # Check event type. if ev.ButtonState == FROM_LEFT_1ST_BUTTON_PRESSED: # On a key press, generate both the m...

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def cleanup(self): """ Attempt to set a new current symlink if it is broken. If no other prefixes exist and the workdir is empty, try to delete the entire workdir. Raises: :exc:`~MalformedWorkdir`: if no prefixes were found, but the workdir is not emp...

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38.1

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def parse_superbox(self, fptr): """Parse a superbox (box consisting of nothing but other boxes. Parameters ---------- fptr : file Open file object. Returns ------- list List of top-level boxes in the JPEG 2000 file. """ s...

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def hist(table, field=-1, class_column=None, title='', verbosity=2, **kwargs): """Plot discrete PDFs >>> df = pd.DataFrame(pd.np.random.randn(99,3), columns=list('ABC')) >>> df['Class'] = pd.np.array((pd.np.matrix([1,1,1])*pd.np.matrix(df).T).T > 0) >>> len(hist(df, verbosity=0, class_column='...

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