kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def compare_seqs(seqs): """ compare pairs of sequences """ A, B, ignore_gaps = seqs a, b = A[1], B[1] # actual sequences if len(a) != len(b): print('# reads are not the same length', file=sys.stderr) exit() if ignore_gaps is True: pident = calc_pident_ignore_gaps(a, b...	[ "def", "compare_seqs", "(", "seqs", ")", ":", "A", ",", "B", ",", "ignore_gaps", "=", "seqs", "a", ",", "b", "=", "A", "[", "1", "]", ",", "B", "[", "1", "]", "# actual sequences", "if", "len", "(", "a", ")", "!=", "len", "(", "b", ")", ":", ...	27.357143	12.357143
def all_schema_names(self, cache=False, cache_timeout=None, force=False): """Parameters need to be passed as keyword arguments. For unused parameters, they are referenced in cache_util.memoized_func decorator. :param cache: whether cache is enabled for the function :type cache:...	[ "def", "all_schema_names", "(", "self", ",", "cache", "=", "False", ",", "cache_timeout", "=", "None", ",", "force", "=", "False", ")", ":", "return", "self", ".", "db_engine_spec", ".", "get_schema_names", "(", "self", ".", "inspector", ")" ]	38.6875	17.9375
def validate(self): """Base validation + entities = rows.""" super().validate() nb_entities = len(self.entities) if nb_entities != self.rows: raise self.error( 'Number of entities: %s != number of rows: %s' % ( nb_entities, self.rows))	[ "def", "validate", "(", "self", ")", ":", "super", "(", ")", ".", "validate", "(", ")", "nb_entities", "=", "len", "(", "self", ".", "entities", ")", "if", "nb_entities", "!=", "self", ".", "rows", ":", "raise", "self", ".", "error", "(", "'Number of...	38.5	10
def _nodeSetValuesFromDict(self, dct): """ Sets values from a dictionary in the current node. Non-recursive auxiliary function for setValuesFromDict """ if 'data' in dct: qFont = QtGui.QFont() success = qFont.fromString(dct['data']) if not success:...	[ "def", "_nodeSetValuesFromDict", "(", "self", ",", "dct", ")", ":", "if", "'data'", "in", "dct", ":", "qFont", "=", "QtGui", ".", "QFont", "(", ")", "success", "=", "qFont", ".", "fromString", "(", "dct", "[", "'data'", "]", ")", "if", "not", "succes...	40.538462	11.384615
def array_map(ol,map_func,args): ''' obseleted,just for compatible from elist.elist import ol = [1,2,3,4] def map_func(ele,mul,plus): return(elemul+plus) array_map(ol,map_func,2,100) ''' rslt = list(map(lambda ele:map_func(ele,args),ol)) return(r...	[ "def", "array_map", "(", "ol", ",", "map_func", ",", "", "args", ")", ":", "rslt", "=", "list", "(", "map", "(", "lambda", "ele", ":", "map_func", "(", "ele", ",", "", "args", ")", ",", "ol", ")", ")", "return", "(", "rslt", ")" ]	26.083333	16.416667
def open(self, session=None): """ :param requests.Session session: Optional requests session :return: file-like object over the decoded bytes """ self.__kwargs.update(stream=True) session = session or requests resp = session.request(self.__me...	[ "def", "open", "(", "self", ",", "session", "=", "None", ")", ":", "self", ".", "__kwargs", ".", "update", "(", "stream", "=", "True", ")", "session", "=", "session", "or", "requests", "resp", "=", "session", ".", "request", "(", "self", ".", "__meth...	26.0625	15.8125
def query(self, coords, order=1): """ Returns the P&G (2010) correction to the SFD'98 E(B-V) at the specified location(s) on the sky. If component is 'err', then return the uncertainty in the correction. Args: coords (:obj:`astropy.coordinates.SkyCoord`): The coordin...	[ "def", "query", "(", "self", ",", "coords", ",", "order", "=", "1", ")", ":", "return", "super", "(", "PG2010Query", ",", "self", ")", ".", "query", "(", "coords", ",", "order", "=", "order", ")" ]	44.444444	23.666667
def authenticated(self, user_token, **validation_context): """Checks if user is authenticated using token passed in argument :param user_token: string representing token :param validation_context: Token.validate optional keyword arguments """ token = self.token_storage.get(user...	[ "def", "authenticated", "(", "self", ",", "user_token", ",", "", "", "validation_context", ")", ":", "token", "=", "self", ".", "token_storage", ".", "get", "(", "user_token", ")", "if", "token", "and", "token", ".", "validate", "(", "user_token", ",", ...	36.083333	21.916667
def set_stop_chars(self, stop_chars): """ Set stop characters used when determining end of URL. .. deprecated:: 0.7 Use :func:`set_stop_chars_left` or :func:`set_stop_chars_right` instead. :param list stop_chars: list of characters """ warnings....	[ "def", "set_stop_chars", "(", "self", ",", "stop_chars", ")", ":", "warnings", ".", "warn", "(", "\"Method set_stop_chars is deprecated, \"", "\"use `set_stop_chars_left` or \"", "\"`set_stop_chars_right` instead\"", ",", "DeprecationWarning", ")", "self", ".", "_stop_chars",...	36.470588	18.235294
def wet_records_from_file_obj(f, take_ownership=False): """Iterate through records in WET file object.""" while True: record = WETRecord.read(f) if record is None: break if not record.url: continue yield record if take_ownership: f.close()	[ "def", "wet_records_from_file_obj", "(", "f", ",", "take_ownership", "=", "False", ")", ":", "while", "True", ":", "record", "=", "WETRecord", ".", "read", "(", "f", ")", "if", "record", "is", "None", ":", "break", "if", "not", "record", ".", "url", ":...	17.8	24.933333
def unsticky(self): """Unsticky this post. :returns: The json response from the server """ url = self.reddit_session.config['sticky_submission'] data = {'id': self.fullname, 'state': False} return self.reddit_session.request_json(url, data=data)	[ "def", "unsticky", "(", "self", ")", ":", "url", "=", "self", ".", "reddit_session", ".", "config", "[", "'sticky_submission'", "]", "data", "=", "{", "'id'", ":", "self", ".", "fullname", ",", "'state'", ":", "False", "}", "return", "self", ".", "redd...	31.888889	18.666667
def distance_stats(x, y, *kwargs): """ distance_stats(x, y, , exponent=1) Computes the usual (biased) estimators for the distance covariance and distance correlation between two random vectors, and the individual distance variances. Parameters ---------- x: array_like First r...	[ "def", "distance_stats", "(", "x", ",", "y", ",", "", "", "kwargs", ")", ":", "return", "Stats", "(", "", "[", "_sqrt", "(", "s", ")", "for", "s", "in", "distance_stats_sqr", "(", "x", ",", "y", ",", "", "*", "kwargs", ")", "]", ")" ]	36.833333	23.287879
def add_edurange(self, edurange): """ Parameters ---------- edurange : etree.Element etree representation of a <edurange> element (annotation that groups a number of EDUs) <edu-range> seems to glue together a number of `<edu> elements, whic...	[ "def", "add_edurange", "(", "self", ",", "edurange", ")", ":", "edurange_id", "=", "self", ".", "get_element_id", "(", "edurange", ")", "edurange_attribs", "=", "self", ".", "element_attribs_to_dict", "(", "edurange", ")", "# contains 'span' or nothing", "self", "...	46.525	24.975
def _set_priority_mapping_table(self, v, load=False): """ Setter method for priority_mapping_table, mapped from YANG variable /policy_map/class/priority_mapping_table (container) If this variable is read-only (config: false) in the source YANG file, then _set_priority_mapping_table is considered as a pr...	[ "def", "_set_priority_mapping_table", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ...	85.136364	40
def _convert_hex_str_to_int(val): """Convert hexadecimal formatted ids to signed int64""" if val is None: return None hex_num = int(val, 16) # ensure it fits into 64-bit if hex_num > 0x7FFFFFFFFFFFFFFF: hex_num -= 0x10000000000000000 assert -9223372036854775808 <= hex_num <= 9...	[ "def", "_convert_hex_str_to_int", "(", "val", ")", ":", "if", "val", "is", "None", ":", "return", "None", "hex_num", "=", "int", "(", "val", ",", "16", ")", "# ensure it fits into 64-bit", "if", "hex_num", ">", "0x7FFFFFFFFFFFFFFF", ":", "hex_num", "-=", "0...	28.833333	16.916667
def add_loaded_callback(self, callback): """Add a callback to be run when the ALDB load is complete.""" if callback not in self._cb_aldb_loaded: self._cb_aldb_loaded.append(callback)	[ "def", "add_loaded_callback", "(", "self", ",", "callback", ")", ":", "if", "callback", "not", "in", "self", ".", "_cb_aldb_loaded", ":", "self", ".", "_cb_aldb_loaded", ".", "append", "(", "callback", ")" ]	51.75	4.25
def _calculate_remaining_battery_percentage(self, voltage): """Calculate percentage.""" min_voltage = 2500 max_voltage = 3000 percent = (voltage - min_voltage) / (max_voltage - min_voltage) * 200 return min(200, percent)	[ "def", "_calculate_remaining_battery_percentage", "(", "self", ",", "voltage", ")", ":", "min_voltage", "=", "2500", "max_voltage", "=", "3000", "percent", "=", "(", "voltage", "-", "min_voltage", ")", "/", "(", "max_voltage", "-", "min_voltage", ")", "*", "20...	42.5	15.333333
def _get_user_dir_path(self): """Returns Path object representing the user config resource""" xdg_config_home = os.environ.get('XDG_CONFIG_HOME', '~/.config') user_dir = Path(xdg_config_home, 'thefuck').expanduser() legacy_user_dir = Path('~', '.thefuck').expanduser() # For back...	[ "def", "_get_user_dir_path", "(", "self", ")", ":", "xdg_config_home", "=", "os", ".", "environ", ".", "get", "(", "'XDG_CONFIG_HOME'", ",", "'~/.config'", ")", "user_dir", "=", "Path", "(", "xdg_config_home", ",", "'thefuck'", ")", ".", "expanduser", "(", "...	46	19.153846
def compute_to_fields(self, to_fields): """ compute the to_fields parameterse to make it uniformly a dict of CompositePart :param set[unicode]\|dict[unicode, unicode] to_fields: the list/dict of fields to match :return: the well formated to_field containing only subclasses of CompositePar...	[ "def", "compute_to_fields", "(", "self", ",", "to_fields", ")", ":", "# for problem in trim_join, we must try to give the fields in a consistent order with others models...", "# see #26515 at https://code.djangoproject.com/ticket/26515", "return", "OrderedDict", "(", "(", "k", ",", ...	54.5	30.785714
def _get_content(self, response): """Checks for errors in the response. Returns response content, in bytes. :param response: response object :raise: :UnexpectedResponse: if the server responded with an unexpected response :return: - ServiceNow response content ...	[ "def", "_get_content", "(", "self", ",", "response", ")", ":", "method", "=", "response", ".", "request", ".", "method", "self", ".", "last_response", "=", "response", "server_error", "=", "{", "'summary'", ":", "None", ",", "'details'", ":", "None", "}", ...	39.192982	18.631579
def to_rfc3339(timestamp): """Converts ``timestamp`` to an RFC 3339 date string format. ``timestamp`` can be either a ``datetime.datetime`` or a ``datetime.timedelta``. Instances of the later are assumed to be a delta with the beginining of the unix epoch, 1st of January, 1970 The returned string...	[ "def", "to_rfc3339", "(", "timestamp", ")", ":", "if", "isinstance", "(", "timestamp", ",", "datetime", ".", "datetime", ")", ":", "timestamp", "=", "timestamp", "-", "_EPOCH_START", "if", "not", "isinstance", "(", "timestamp", ",", "datetime", ".", "timedel...	37.962963	24.814815
def encode_request(name, expected, updated): """ Encode request into client_message""" client_message = ClientMessage(payload_size=calculate_size(name, expected, updated)) client_message.set_message_type(REQUEST_TYPE) client_message.set_retryable(RETRYABLE) client_message.append_str(name) client...	[ "def", "encode_request", "(", "name", ",", "expected", ",", "updated", ")", ":", "client_message", "=", "ClientMessage", "(", "payload_size", "=", "calculate_size", "(", "name", ",", "expected", ",", "updated", ")", ")", "client_message", ".", "set_message_type"...	44.8	8.5
def register_signals(self, app): """Register the signals.""" before_record_index.connect(inject_provisional_community) if app.config['COMMUNITIES_OAI_ENABLED']: listen(Community, 'after_insert', create_oaipmh_set) listen(Community, 'after_delete', destroy_oaipmh_set) ...	[ "def", "register_signals", "(", "self", ",", "app", ")", ":", "before_record_index", ".", "connect", "(", "inject_provisional_community", ")", "if", "app", ".", "config", "[", "'COMMUNITIES_OAI_ENABLED'", "]", ":", "listen", "(", "Community", ",", "'after_insert'"...	52	15
def choose_encoding(cls, parent, path, encoding): """ Show the encodings dialog and returns the user choice. :param parent: parent widget. :param path: file path :param encoding: current file encoding :return: selected encoding """ dlg = cls(parent, path,...	[ "def", "choose_encoding", "(", "cls", ",", "parent", ",", "path", ",", "encoding", ")", ":", "dlg", "=", "cls", "(", "parent", ",", "path", ",", "encoding", ")", "dlg", ".", "exec_", "(", ")", "return", "dlg", ".", "ui", ".", "comboBoxEncodings", "."...	33	11.166667
def no_next_candidate(self): """ Stops Taskmaster processing by not returning a next candidate. Note that we have to clean-up the Taskmaster candidate list because the cycle detection depends on the fact all nodes have been processed somehow. """ while self.candi...	[ "def", "no_next_candidate", "(", "self", ")", ":", "while", "self", ".", "candidates", ":", "candidates", "=", "self", ".", "candidates", "self", ".", "candidates", "=", "[", "]", "self", ".", "will_not_build", "(", "candidates", ")", "return", "None" ]	34.769231	14.615385
def get_compression_extension(self): """ Find the filename extension for the 'docker save' output, which may or may not be compressed. Raises OsbsValidationException if the extension cannot be determined due to a configuration error. :returns: str including leading dot,...	[ "def", "get_compression_extension", "(", "self", ")", ":", "build_request", "=", "BuildRequest", "(", "build_json_store", "=", "self", ".", "os_conf", ".", "get_build_json_store", "(", ")", ")", "inner", "=", "build_request", ".", "inner_template", "postbuild_plugin...	39.423077	17.807692
def _get_projection(el): """ Get coordinate reference system from non-auxiliary elements. Return value is a tuple of a precedence integer and the projection, to allow non-auxiliary components to take precedence. """ result = None if hasattr(el, 'crs'): result = (int(el._auxiliary_com...	[ "def", "_get_projection", "(", "el", ")", ":", "result", "=", "None", "if", "hasattr", "(", "el", ",", "'crs'", ")", ":", "result", "=", "(", "int", "(", "el", ".", "_auxiliary_component", ")", ",", "el", ".", "crs", ")", "return", "result" ]	34.5	16.3
def submit(cluster_config_file, docker, screen, tmux, stop, start, cluster_name, port_forward, script, script_args): """Uploads and runs a script on the specified cluster. The script is automatically synced to the following location: os.path.join("~", os.path.basename(script)) """ a...	[ "def", "submit", "(", "cluster_config_file", ",", "docker", ",", "screen", ",", "tmux", ",", "stop", ",", "start", ",", "cluster_name", ",", "port_forward", ",", "script", ",", "script_args", ")", ":", "assert", "not", "(", "screen", "and", "tmux", ")", ...	41.85	25.3
def _safe_match_list(inner_type, argument_value): """Represent the list of "inner_type" objects in MATCH form.""" stripped_type = strip_non_null_from_type(inner_type) if isinstance(stripped_type, GraphQLList): raise GraphQLInvalidArgumentError(u'MATCH does not currently support nested lists, ' ...	[ "def", "_safe_match_list", "(", "inner_type", ",", "argument_value", ")", ":", "stripped_type", "=", "strip_non_null_from_type", "(", "inner_type", ")", "if", "isinstance", "(", "stripped_type", ",", "GraphQLList", ")", ":", "raise", "GraphQLInvalidArgumentError", "("...	47.823529	23.411765
def get_user_profile(self, auth_secret): """Get the profile (i.e., username, password, etc.) of a user. Parameters ---------- auth_secret: str The authentication secret of the logged-in user. Returns ------- bool True if the logout is suc...	[ "def", "get_user_profile", "(", "self", ",", "auth_secret", ")", ":", "result", "=", "{", "pytwis_constants", ".", "ERROR_KEY", ":", "None", "}", "# Check if the user is logged in.", "loggedin", ",", "userid", "=", "self", ".", "_is_loggedin", "(", "auth_secret", ...	29.439024	21.658537
def get_preferences_from_user(self): """Launches preferences dialog and returns dict with preferences""" dlg = PreferencesDialog(self.main_window) change_choice = dlg.ShowModal() preferences = {} if change_choice == wx.ID_OK: for (parameter, _), ctrl in zip(dlg.pa...	[ "def", "get_preferences_from_user", "(", "self", ")", ":", "dlg", "=", "PreferencesDialog", "(", "self", ".", "main_window", ")", "change_choice", "=", "dlg", ".", "ShowModal", "(", ")", "preferences", "=", "{", "}", "if", "change_choice", "==", "wx", ".", ...	31.095238	20.571429
def decode_list(self, data_type, obj): """ The data_type argument must be a List. See json_compat_obj_decode() for argument descriptions. """ if not isinstance(obj, list): raise bv.ValidationError( 'expected list, got %s' % bv.generic_type_name(obj)) ...	[ "def", "decode_list", "(", "self", ",", "data_type", ",", "obj", ")", ":", "if", "not", "isinstance", "(", "obj", ",", "list", ")", ":", "raise", "bv", ".", "ValidationError", "(", "'expected list, got %s'", "%", "bv", ".", "generic_type_name", "(", "obj",...	39.363636	12.636364
def unblock_username(username, pipe=None): """ unblock the given Username """ do_commit = False if not pipe: pipe = REDIS_SERVER.pipeline() do_commit = True if username: pipe.delete(get_username_attempt_cache_key(username)) pipe.delete(get_username_blocked_cache_key(usern...	[ "def", "unblock_username", "(", "username", ",", "pipe", "=", "None", ")", ":", "do_commit", "=", "False", "if", "not", "pipe", ":", "pipe", "=", "REDIS_SERVER", ".", "pipeline", "(", ")", "do_commit", "=", "True", "if", "username", ":", "pipe", ".", "...	33.090909	14.727273
def to_string(self): """ stringifies version :return: string of version """ if self.major == -1: major_str = 'x' else: major_str = self.major if self.minor == -1: minor_str = 'x' else: minor_str = self.minor ...	[ "def", "to_string", "(", "self", ")", ":", "if", "self", ".", "major", "==", "-", "1", ":", "major_str", "=", "'x'", "else", ":", "major_str", "=", "self", ".", "major", "if", "self", ".", "minor", "==", "-", "1", ":", "minor_str", "=", "'x'", "e...	26.5	13.388889
def chats_search(self, q=None, **kwargs): "https://developer.zendesk.com/rest_api/docs/chat/chats#search-chats" api_path = "/api/v2/chats/search" api_query = {} if "query" in kwargs.keys(): api_query.update(kwargs["query"]) del kwargs["query"] if q: ...	[ "def", "chats_search", "(", "self", ",", "q", "=", "None", ",", "", "", "kwargs", ")", ":", "api_path", "=", "\"/api/v2/chats/search\"", "api_query", "=", "{", "}", "if", "\"query\"", "in", "kwargs", ".", "keys", "(", ")", ":", "api_query", ".", "upd...	36.166667	14.666667
def get_networks(project_id, include_data='N', **kwargs): """ Get all networks in a project Returns an array of network objects. """ log.info("Getting networks for project %s", project_id) user_id = kwargs.get('user_id') project = _get_project(project_id) project.check_read_permi...	[ "def", "get_networks", "(", "project_id", ",", "include_data", "=", "'N'", ",", "", "", "kwargs", ")", ":", "log", ".", "info", "(", "\"Getting networks for project %s\"", ",", "project_id", ")", "user_id", "=", "kwargs", ".", "get", "(", "'user_id'", ")",...	36.875	19.458333
def _nested_changes(changes): ''' Print the changes data using the nested outputter ''' ret = '\n' ret += salt.output.out_format( changes, 'nested', __opts__, nested_indent=14) return ret	[ "def", "_nested_changes", "(", "changes", ")", ":", "ret", "=", "'\\n'", "ret", "+=", "salt", ".", "output", ".", "out_format", "(", "changes", ",", "'nested'", ",", "__opts__", ",", "nested_indent", "=", "14", ")", "return", "ret" ]	22.636364	19.727273
def _sia_cache_key(subsystem): """The cache key of the subsystem. This includes the native hash of the subsystem and all configuration values which change the results of ``sia``. """ return ( hash(subsystem), config.ASSUME_CUTS_CANNOT_CREATE_NEW_CONCEPTS, config.CUT_ONE_APPR...	[ "def", "_sia_cache_key", "(", "subsystem", ")", ":", "return", "(", "hash", "(", "subsystem", ")", ",", "config", ".", "ASSUME_CUTS_CANNOT_CREATE_NEW_CONCEPTS", ",", "config", ".", "CUT_ONE_APPROXIMATION", ",", "config", ".", "MEASURE", ",", "config", ".", "PREC...	31.4375	15.375
def round_data(filter_data): """ round the data""" for index, _ in enumerate(filter_data): filter_data[index][0] = round(filter_data[index][0] / 100.0) * 100.0 return filter_data	[ "def", "round_data", "(", "filter_data", ")", ":", "for", "index", ",", "_", "in", "enumerate", "(", "filter_data", ")", ":", "filter_data", "[", "index", "]", "[", "0", "]", "=", "round", "(", "filter_data", "[", "index", "]", "[", "0", "]", "/", ...	39.6	14
def system(self): """The system of units used to measure an instance""" if self._base == 2: return "NIST" elif self._base == 10: return "SI" else: # I don't expect to ever encounter this logic branch, but # hey, it's better to have extra te...	[ "def", "system", "(", "self", ")", ":", "if", "self", ".", "_base", "==", "2", ":", "return", "\"NIST\"", "elif", "self", ".", "_base", "==", "10", ":", "return", "\"SI\"", "else", ":", "# I don't expect to ever encounter this logic branch, but", "# hey, it's be...	41	17.916667
def translate(self): """Compile the template to a Python function.""" expressions, varnames, funcnames = self.expr.translate() argnames = [] for varname in varnames: argnames.append(VARIABLE_PREFIX + varname) for funcname in funcnames: argnames.append(FUN...	[ "def", "translate", "(", "self", ")", ":", "expressions", ",", "varnames", ",", "funcnames", "=", "self", ".", "expr", ".", "translate", "(", ")", "argnames", "=", "[", "]", "for", "varname", "in", "varnames", ":", "argnames", ".", "append", "(", "VARI...	33.08	18.6
def walk_and_clean(data): """ Recursively walks list of dicts (which may themselves embed lists and dicts), transforming namedtuples to OrderedDicts and using ``clean_key_name(k)`` to make keys into SQL-safe column names >>> data = [{'a': 1}, [{'B': 2}, {'B': 3}], {'F': {'G': 4}}] >>> pprint(wa...	[ "def", "walk_and_clean", "(", "data", ")", ":", "# transform namedtuples to OrderedDicts", "if", "hasattr", "(", "data", ",", "'_fields'", ")", ":", "data", "=", "OrderedDict", "(", "(", "k", ",", "v", ")", "for", "(", "k", ",", "v", ")", "in", "zip", ...	42.59375	14.90625
def get_curricula_by_department( department, future_terms=0, view_unpublished=False): """ Returns a list of restclients.Curriculum models, for the passed Department model. """ if not isinstance(future_terms, int): raise ValueError(future_terms) if future_terms < 0 or future_term...	[ "def", "get_curricula_by_department", "(", "department", ",", "future_terms", "=", "0", ",", "view_unpublished", "=", "False", ")", ":", "if", "not", "isinstance", "(", "future_terms", ",", "int", ")", ":", "raise", "ValueError", "(", "future_terms", ")", "if"...	35.25	15.45
def listdir(store, path=None): """Obtain a directory listing for the given path. If `store` provides a `listdir` method, this will be called, otherwise will fall back to implementation via the `MutableMapping` interface.""" path = normalize_storage_path(path) if hasattr(store, 'listdir'): # ...	[ "def", "listdir", "(", "store", ",", "path", "=", "None", ")", ":", "path", "=", "normalize_storage_path", "(", "path", ")", "if", "hasattr", "(", "store", ",", "'listdir'", ")", ":", "# pass through", "return", "store", ".", "listdir", "(", "path", ")",...	42.090909	11.818182
def _import_classes(self, class_names): """ Import a list of classes. """ classes = [] for name in class_names: classes.extend(self._import_class_or_module(name)) return classes	[ "def", "_import_classes", "(", "self", ",", "class_names", ")", ":", "classes", "=", "[", "]", "for", "name", "in", "class_names", ":", "classes", ".", "extend", "(", "self", ".", "_import_class_or_module", "(", "name", ")", ")", "return", "classes" ]	28.75	9.5
def deploy_templates(): """ Deploy any templates from your shortest TEMPLATE_DIRS setting """ deployed = None if not hasattr(env, 'project_template_dir'): #the normal pattern would mean the shortest path is the main one. #its probably the last listed length = 1000 ...	[ "def", "deploy_templates", "(", ")", ":", "deployed", "=", "None", "if", "not", "hasattr", "(", "env", ",", "'project_template_dir'", ")", ":", "#the normal pattern would mean the shortest path is the main one.", "#its probably the last listed", "length", "=", "1000", "fo...	35.956522	16.478261
def get_queryset(self): """ Check that the queryset is defined and call it. """ if self.queryset is None: raise ImproperlyConfigured( "'%s' must define 'queryset'" % self.__class__.__name__) return self.queryset()	[ "def", "get_queryset", "(", "self", ")", ":", "if", "self", ".", "queryset", "is", "None", ":", "raise", "ImproperlyConfigured", "(", "\"'%s' must define 'queryset'\"", "%", "self", ".", "__class__", ".", "__name__", ")", "return", "self", ".", "queryset", "("...	34.25	10.25
def proj(vec, vec_onto): """ Vector projection. Calculated as: .. math:: \\mathsf{vec\\_onto} * \\frac{\\mathsf{vec}\\cdot\\mathsf{vec\\_onto}} {\\mathsf{vec\\_onto}\\cdot\\mathsf{vec\\_onto}} Parameters ---------- vec length-R \|npfloat_\| -- Vector to projec...	[ "def", "proj", "(", "vec", ",", "vec_onto", ")", ":", "# Imports", "import", "numpy", "as", "np", "# Ensure vectors", "if", "not", "len", "(", "vec", ".", "shape", ")", "==", "1", ":", "raise", "ValueError", "(", "\"'vec' is not a vector\"", ")", "## end i...	23.586957	23.26087
def _check_virtualenv(): """Makes sure that the virtualenv specified in the global settings file actually exists. """ from os import waitpid from subprocess import Popen, PIPE penvs = Popen("source /usr/local/bin/virtualenvwrapper.sh; workon", shell=True, executable="/bin/bash",...	[ "def", "_check_virtualenv", "(", ")", ":", "from", "os", "import", "waitpid", "from", "subprocess", "import", "Popen", ",", "PIPE", "penvs", "=", "Popen", "(", "\"source /usr/local/bin/virtualenvwrapper.sh; workon\"", ",", "shell", "=", "True", ",", "executable", ...	38.181818	20.181818
def _parse_prefix_as_idd(idd_pattern, number): """Strips the IDD from the start of the number if present. Helper function used by _maybe_strip_i18n_prefix_and_normalize(). Returns a 2-tuple: - Boolean indicating if IDD was stripped - Number with IDD stripped """ match = idd_pattern.mat...	[ "def", "_parse_prefix_as_idd", "(", "idd_pattern", ",", "number", ")", ":", "match", "=", "idd_pattern", ".", "match", "(", "number", ")", "if", "match", ":", "match_end", "=", "match", ".", "end", "(", ")", "# Only strip this if the first digit after the match is...	38.666667	16.142857
def tee(popenargs, *kwargs): """ Run a command as if it were piped though tee. Output generated by the command is displayed in real time to the terminal. It is also captured in strings and returned once the process terminated. This function is very useful for logging output from cluster runs....	[ "def", "tee", "(", "", "popenargs", ",", "", "*", "kwargs", ")", ":", "import", "subprocess", ",", "select", ",", "sys", "process", "=", "subprocess", ".", "Popen", "(", "stdout", "=", "subprocess", ".", "PIPE", ",", "stderr", "=", "subprocess", ".",...	36.536585	22.341463
def guess_filename(obj): """Tries to guess the filename of the given object.""" name = getattr(obj, 'name', None) if name and name[0] != '<' and name[-1] != '>': return os.path.basename(name)	[ "def", "guess_filename", "(", "obj", ")", ":", "name", "=", "getattr", "(", "obj", ",", "'name'", ",", "None", ")", "if", "name", "and", "name", "[", "0", "]", "!=", "'<'", "and", "name", "[", "-", "1", "]", "!=", "'>'", ":", "return", "os", "....	41.4	6.6
def symbol_top(body_output, targets, model_hparams, vocab_size): """Generate logits. Args: body_output: A Tensor with shape [batch, p0, p1, model_hparams.hidden_size]. targets: Unused. model_hparams: HParams, model hyperparmeters. vocab_size: int, vocabulary size. Returns: logits: A Te...	[ "def", "symbol_top", "(", "body_output", ",", "targets", ",", "model_hparams", ",", "vocab_size", ")", ":", "del", "targets", "# unused arg", "if", "model_hparams", ".", "shared_embedding_and_softmax_weights", ":", "scope_name", "=", "\"shared\"", "reuse", "=", "tf"...	36.545455	18.181818
def esrchc(value, array): """ Search for a given value within a character string array. Return the index of the first equivalent array entry, or -1 if no equivalent element is found. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/esrchc_c.html :param value: Key value to be found in ar...	[ "def", "esrchc", "(", "value", ",", "array", ")", ":", "value", "=", "stypes", ".", "stringToCharP", "(", "value", ")", "ndim", "=", "ctypes", ".", "c_int", "(", "len", "(", "array", ")", ")", "lenvals", "=", "ctypes", ".", "c_int", "(", "len", "("...	36.590909	17.045455
def _str_to_fn(self, fn_as_str): """ If the argument is not a string, return whatever was passed in. Parses a string such as package.module.function, imports the module and returns the function. :param fn_as_str: The string to parse. If not a string, return it. """ ...	[ "def", "_str_to_fn", "(", "self", ",", "fn_as_str", ")", ":", "if", "not", "isinstance", "(", "fn_as_str", ",", "str", ")", ":", "return", "fn_as_str", "path", ",", "_", ",", "function", "=", "fn_as_str", ".", "rpartition", "(", "'.'", ")", "module", "...	36.857143	16.285714
def set_pkg_license_comment(self, doc, text): """Sets the package's license comment. Raises OrderError if no package previously defined. Raises CardinalityError if already set. Raises SPDXValueError if text is not free form text. """ self.assert_package_exists() i...	[ "def", "set_pkg_license_comment", "(", "self", ",", "doc", ",", "text", ")", ":", "self", ".", "assert_package_exists", "(", ")", "if", "not", "self", ".", "package_license_comment_set", ":", "self", ".", "package_license_comment_set", "=", "True", "if", "valida...	44.25	14.0625
def _AssAttr(self, t): """ Handle assigning an attribute of an object """ self._dispatch(t.expr) self._write('.'+t.attrname)	[ "def", "_AssAttr", "(", "self", ",", "t", ")", ":", "self", ".", "_dispatch", "(", "t", ".", "expr", ")", "self", ".", "_write", "(", "'.'", "+", "t", ".", "attrname", ")" ]	30.4	6.6
def upload_job_delete(self, upload_job_id, **kwargs): # noqa: E501 """Delete an upload job # noqa: E501 Delete an upload job # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass asynchronous=True >>> thread = ...	[ "def", "upload_job_delete", "(", "self", ",", "upload_job_id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", ":", "return", "self", ".",...	44.47619	20.857143
def resample(self, resampledWaveTab): """Resample the spectrum for the given wavelength set. Given wavelength array must be monotonically increasing or decreasing. Throughput interpolation is done using :func:`numpy.interp`. Parameters ---------- resampledWaveTab : arra...	[ "def", "resample", "(", "self", ",", "resampledWaveTab", ")", ":", "# Check whether the input wavetab is in descending order", "if", "resampledWaveTab", "[", "0", "]", "<", "resampledWaveTab", "[", "-", "1", "]", ":", "newwave", "=", "resampledWaveTab", "newasc", "=...	35.411765	18.921569
def parse_lines(self, lines: Iterable[str]) -> List[ParseResults]: """Parse multiple lines in succession.""" return [ self.parseString(line, line_number) for line_number, line in enumerate(lines) ]	[ "def", "parse_lines", "(", "self", ",", "lines", ":", "Iterable", "[", "str", "]", ")", "->", "List", "[", "ParseResults", "]", ":", "return", "[", "self", ".", "parseString", "(", "line", ",", "line_number", ")", "for", "line_number", ",", "line", "in...	40	16.833333
def _build_table_options(self, row): """ Setup the mostly-non-schema table options, like caching settings """ options = dict((o, row.get(o)) for o in self.recognized_table_options if o in row) # the option name when creating tables is "dclocal_read_repair_chance", # but the column name ...	[ "def", "_build_table_options", "(", "self", ",", "row", ")", ":", "options", "=", "dict", "(", "(", "o", ",", "row", ".", "get", "(", "o", ")", ")", "for", "o", "in", "self", ".", "recognized_table_options", "if", "o", "in", "row", ")", "# the option...	52.785714	24.5
def samples(self, anystring, limit=None, offset=None, sortby=None): '''Return an object representing the samples identified by the input domain, IP, or URL''' uri = self._uris['samples'].format(anystring) params = {'limit': limit, 'offset': offset, 'sortby': sortby} return self.get_par...	[ "def", "samples", "(", "self", ",", "anystring", ",", "limit", "=", "None", ",", "offset", "=", "None", ",", "sortby", "=", "None", ")", ":", "uri", "=", "self", ".", "_uris", "[", "'samples'", "]", ".", "format", "(", "anystring", ")", "params", "...	47	29.857143
def get_last_or_frame_exception(): """Intended to be used going into post mortem routines. If sys.last_traceback is set, we will return that and assume that this is what post-mortem will want. If sys.last_traceback has not been set, then perhaps we about to raise an error and are fielding an exce...	[ "def", "get_last_or_frame_exception", "(", ")", ":", "try", ":", "if", "inspect", ".", "istraceback", "(", "sys", ".", "last_traceback", ")", ":", "# We do have a traceback so prefer that.", "return", "sys", ".", "last_type", ",", "sys", ".", "last_value", ",", ...	41.866667	18.866667
def setup(self, builder): """Performs this component's simulation setup and return sub-components. Parameters ---------- builder : `engine.Builder` Interface to several simulation tools including access to common random number generation, in particular. ...	[ "def", "setup", "(", "self", ",", "builder", ")", ":", "builder", ".", "components", ".", "add_components", "(", "self", ".", "transitions", ")", "self", ".", "random", "=", "builder", ".", "randomness", ".", "get_stream", "(", "self", ".", "key", ")" ]	32.75	19.4375
def ephemeral(*, port: int = 6060, timeout_connection: int = 30, verbose: bool = False ) -> Iterator[Client]: """ Launches an ephemeral server instance that will be immediately close when no longer in context. Parameters: port: the port th...	[ "def", "ephemeral", "(", "*", ",", "port", ":", "int", "=", "6060", ",", "timeout_connection", ":", "int", "=", "30", ",", "verbose", ":", "bool", "=", "False", ")", "->", "Iterator", "[", "Client", "]", ":", "url", "=", "\"http://127.0.0.1:{}\"", ".",...	36.034483	15.068966
def get_field_groups(layer_purpose, layer_subcategory=None): """Obtain list of field groups from layer purpose and subcategory. :param layer_purpose: The layer purpose. :type layer_purpose: str :param layer_subcategory: Exposure or hazard value. :type layer_subcategory: str :returns: List of ...	[ "def", "get_field_groups", "(", "layer_purpose", ",", "layer_subcategory", "=", "None", ")", ":", "layer_purpose_dict", "=", "definition", "(", "layer_purpose", ")", "if", "not", "layer_purpose_dict", ":", "return", "[", "]", "field_groups", "=", "deepcopy", "(", ...	36.217391	17.652174
def oauth_request(self): """ Makes a oauth connection """ # get tokens from server and make a dict of them. self._server_tokens = self.request_token() self.store["oauth-request-token"] = self._server_tokens["token"] self.store["oauth-request-secret"] = self._server_tokens["token...	[ "def", "oauth_request", "(", "self", ")", ":", "# get tokens from server and make a dict of them.", "self", ".", "_server_tokens", "=", "self", ".", "request_token", "(", ")", "self", ".", "store", "[", "\"oauth-request-token\"", "]", "=", "self", ".", "_server_toke...	44	22.833333
def _screaming_snake_case(cls, text): """ Transform text to SCREAMING_SNAKE_CASE :param text: :return: """ if text.isupper(): return text result = '' for pos, symbol in enumerate(text): if symbol.isupper() and pos > 0: ...	[ "def", "_screaming_snake_case", "(", "cls", ",", "text", ")", ":", "if", "text", ".", "isupper", "(", ")", ":", "return", "text", "result", "=", "''", "for", "pos", ",", "symbol", "in", "enumerate", "(", "text", ")", ":", "if", "symbol", ".", "isuppe...	25.75	12.25
def _collect_dirty_tabs(self, exept=None): """ Collects the list of dirty tabs """ widgets = [] filenames = [] for i in range(self.count()): widget = self.widget(i) try: if widget.dirty and widget != exept: widge...	[ "def", "_collect_dirty_tabs", "(", "self", ",", "exept", "=", "None", ")", ":", "widgets", "=", "[", "]", "filenames", "=", "[", "]", "for", "i", "in", "range", "(", "self", ".", "count", "(", ")", ")", ":", "widget", "=", "self", ".", "widget", ...	31.2	8.933333
def calc_mass_from_fit_and_conv_factor(A, Damping, ConvFactor): """ Calculates mass from the A parameter from fitting, the damping from fitting in angular units and the Conversion factor calculated from comparing the ratio of the z signal and first harmonic of z. Parameters ---------- A :...	[ "def", "calc_mass_from_fit_and_conv_factor", "(", "A", ",", "Damping", ",", "ConvFactor", ")", ":", "T0", "=", "300", "mFromA", "=", "2", "", "Boltzmann", "", "T0", "/", "(", "pi", "", "A", ")", "", "ConvFactor", "*", "2", "", "Damping", "return"...	28.521739	22
def forwards(self, orm): "Write your forwards methods here." orm.Project.objects.update(label=F('name')) orm.Cohort.objects.update(label=F('name')) orm.Sample.objects.update(name=F('label'))	[ "def", "forwards", "(", "self", ",", "orm", ")", ":", "orm", ".", "Project", ".", "objects", ".", "update", "(", "label", "=", "F", "(", "'name'", ")", ")", "orm", ".", "Cohort", ".", "objects", ".", "update", "(", "label", "=", "F", "(", "'name'...	43.6	10
def save_lastnode_id(): """Save the id of the last node created.""" init_counter() with FileLock(_COUNTER_FILE): with AtomicFile(_COUNTER_FILE, mode="w") as fh: fh.write("%d\n" % _COUNTER)	[ "def", "save_lastnode_id", "(", ")", ":", "init_counter", "(", ")", "with", "FileLock", "(", "_COUNTER_FILE", ")", ":", "with", "AtomicFile", "(", "_COUNTER_FILE", ",", "mode", "=", "\"w\"", ")", "as", "fh", ":", "fh", ".", "write", "(", "\"%d\\n\"", "%"...	30.714286	14.571429
def show_banner(ctx, param, value): """Shows dynaconf awesome banner""" if not value or ctx.resilient_parsing: return set_settings() click.echo(settings.dynaconf_banner) click.echo("Learn more at: http://github.com/rochacbruno/dynaconf") ctx.exit()	[ "def", "show_banner", "(", "ctx", ",", "param", ",", "value", ")", ":", "if", "not", "value", "or", "ctx", ".", "resilient_parsing", ":", "return", "set_settings", "(", ")", "click", ".", "echo", "(", "settings", ".", "dynaconf_banner", ")", "click", "."...	34.125	14
def get_offdiag_vals(dcorr): """ for lin dcorr i guess """ del_indexes=[] for spc1 in np.unique(dcorr.index.get_level_values(0)): for spc2 in np.unique(dcorr.index.get_level_values(0)): if (not (spc1,spc2) in del_indexes) and (not (spc2,spc1) in del_indexes): del_...	[ "def", "get_offdiag_vals", "(", "dcorr", ")", ":", "del_indexes", "=", "[", "]", "for", "spc1", "in", "np", ".", "unique", "(", "dcorr", ".", "index", ".", "get_level_values", "(", "0", ")", ")", ":", "for", "spc2", "in", "np", ".", "unique", "(", ...	36.9375	16.8125
def _periodicfeatures_worker(task): ''' This is a parallel worker for the drivers below. ''' pfpickle, lcbasedir, outdir, starfeatures, kwargs = task try: return get_periodicfeatures(pfpickle, lcbasedir, outdir, ...	[ "def", "_periodicfeatures_worker", "(", "task", ")", ":", "pfpickle", ",", "lcbasedir", ",", "outdir", ",", "starfeatures", ",", "kwargs", "=", "task", "try", ":", "return", "get_periodicfeatures", "(", "pfpickle", ",", "lcbasedir", ",", "outdir", ",", "starfe...	26.736842	24.315789
def underlying_order_book_id(self): """ [str] 合约标的代码，目前除股指期货(IH, IF, IC)之外的期货合约，这一字段全部为’null’（期货专用） """ try: return self.__dict__["underlying_order_book_id"] except (KeyError, ValueError): raise AttributeError( "Instrument(order_book_id={})...	[ "def", "underlying_order_book_id", "(", "self", ")", ":", "try", ":", "return", "self", ".", "__dict__", "[", "\"underlying_order_book_id\"", "]", "except", "(", "KeyError", ",", "ValueError", ")", ":", "raise", "AttributeError", "(", "\"Instrument(order_book_id={})...	39.8	19.4
def write_deps(deps_dict): """Write dependencies in a log file into directory `/var/log/slpkg/dep/` """ for name, dependencies in deps_dict.iteritems(): if find_package(name + _meta_.sp, _meta_.pkg_path): dep_path = _meta_.log_path + "dep/" if not os.path.exists(dep_path)...	[ "def", "write_deps", "(", "deps_dict", ")", ":", "for", "name", ",", "dependencies", "in", "deps_dict", ".", "iteritems", "(", ")", ":", "if", "find_package", "(", "name", "+", "_meta_", ".", "sp", ",", "_meta_", ".", "pkg_path", ")", ":", "dep_path", ...	40.25	6.5
def _populate(cls, as_of=None, delete=False): """Populate the table with billing cycles starting from `as_of` Args: as_of (date): The date at which to begin the populating delete (bool): Should future billing cycles be deleted? """ billing_cycle_helper = get_bi...	[ "def", "_populate", "(", "cls", ",", "as_of", "=", "None", ",", "delete", "=", "False", ")", ":", "billing_cycle_helper", "=", "get_billing_cycle", "(", ")", "billing_cycles_exist", "=", "BillingCycle", ".", "objects", ".", "exists", "(", ")", "try", ":", ...	40.054545	24.709091
def createDocument(self, namespaceURI, localName, doctype=None): '''If specified must be a SOAP envelope, else may contruct an empty document. ''' prefix = self._soap_env_prefix if namespaceURI == self.reserved_ns[prefix]: qualifiedName = '%s:%s' %(prefix,localName) ...	[ "def", "createDocument", "(", "self", ",", "namespaceURI", ",", "localName", ",", "doctype", "=", "None", ")", ":", "prefix", "=", "self", ".", "_soap_env_prefix", "if", "namespaceURI", "==", "self", ".", "reserved_ns", "[", "prefix", "]", ":", "qualifiedNam...	44.952381	25.142857
def add_subplot(self, x, y, n, margin=0.05): """Creates a div child subplot in a matplotlib.figure.add_subplot style. Parameters ---------- x : int The number of rows in the grid. y : int The number of columns in the grid. n : int The ...	[ "def", "add_subplot", "(", "self", ",", "x", ",", "y", ",", "n", ",", "margin", "=", "0.05", ")", ":", "width", "=", "1.", "/", "y", "height", "=", "1.", "/", "x", "left", "=", "(", "(", "n", "-", "1", ")", "%", "y", ")", "*", "width", "t...	29.828571	15.514286
def get_kvm_archs(): """ Gets a list of architectures for which KVM is available on this server. :returns: List of architectures for which KVM is available on this server. """ kvm = [] if not os.path.exists("/dev/kvm"): return kvm arch = platform.ma...	[ "def", "get_kvm_archs", "(", ")", ":", "kvm", "=", "[", "]", "if", "not", "os", ".", "path", ".", "exists", "(", "\"/dev/kvm\"", ")", ":", "return", "kvm", "arch", "=", "platform", ".", "machine", "(", ")", "if", "arch", "==", "\"x86_64\"", ":", "k...	26.85	18.75
def ValidateKey(cls, key_path): """Validates this key against supported key names. Args: key_path (str): path of a Windows Registry key. Raises: FormatError: when key is not supported. """ for prefix in cls.VALID_PREFIXES: if key_path.startswith(prefix): return # TOD...	[ "def", "ValidateKey", "(", "cls", ",", "key_path", ")", ":", "for", "prefix", "in", "cls", ".", "VALID_PREFIXES", ":", "if", "key_path", ".", "startswith", "(", "prefix", ")", ":", "return", "# TODO: move check to validator.", "if", "key_path", ".", "startswit...	29	17.047619
def put(self, key, value, overwrite=True): """Marshall the python object given as 'value' into a string, using the to_string marshalling method passed in the constructor, and store it in the DynamoDB table under key 'key'. """ self._get_table() s = self.to_string(value) ...	[ "def", "put", "(", "self", ",", "key", ",", "value", ",", "overwrite", "=", "True", ")", ":", "self", ".", "_get_table", "(", ")", "s", "=", "self", ".", "to_string", "(", "value", ")", "log", ".", "debug", "(", "\"Storing in key '%s' the object: '%s'\""...	35.6	14.666667
def sqr(x, context=None): """ Return the square of ``x``. """ return _apply_function_in_current_context( BigFloat, mpfr.mpfr_sqr, (BigFloat._implicit_convert(x),), context, )	[ "def", "sqr", "(", "x", ",", "context", "=", "None", ")", ":", "return", "_apply_function_in_current_context", "(", "BigFloat", ",", "mpfr", ".", "mpfr_sqr", ",", "(", "BigFloat", ".", "_implicit_convert", "(", "x", ")", ",", ")", ",", "context", ",", ")...	19.727273	15.545455
def pdhg_stepsize(L, tau=None, sigma=None): r"""Default step sizes for `pdhg`. Parameters ---------- L : `Operator` or float Operator or norm of the operator that are used in the `pdhg` method. If it is an `Operator`, the norm is computed with ``Operator.norm(estimate=True)``. ...	[ "def", "pdhg_stepsize", "(", "L", ",", "tau", "=", "None", ",", "sigma", "=", "None", ")", ":", "if", "tau", "is", "not", "None", "and", "sigma", "is", "not", "None", ":", "return", "float", "(", "tau", ")", ",", "float", "(", "sigma", ")", "L_no...	29.75	21.828125
def plot_stoch_vol(data, trace=None, ax=None): """ Generate plot for stochastic volatility model. Parameters ---------- data : pandas.Series Returns to model. trace : pymc3.sampling.BaseTrace object, optional trace as returned by model_stoch_vol If not passed, sample fro...	[ "def", "plot_stoch_vol", "(", "data", ",", "trace", "=", "None", ",", "ax", "=", "None", ")", ":", "if", "trace", "is", "None", ":", "trace", "=", "model_stoch_vol", "(", "data", ")", "if", "ax", "is", "None", ":", "fig", ",", "ax", "=", "plt", "...	25.527778	20.694444
def agent_heartbeat(self, agent_id, metrics, run_states): """Notify server about agent state, receive commands. Args: agent_id (str): agent_id metrics (dict): system metrics run_states (dict): run_id: state mapping Returns: List of commands to exe...	[ "def", "agent_heartbeat", "(", "self", ",", "agent_id", ",", "metrics", ",", "run_states", ")", ":", "mutation", "=", "gql", "(", "'''\n mutation Heartbeat(\n $id: ID!,\n $metrics: JSONString,\n $runState: JSONString\n ) {\n a...	32.025	16.875
def save(self, with_data=False): """ Edits this Source """ r = self._client.request('PUT', self.url, json=self._serialize(with_data=with_data)) return self._deserialize(r.json(), self._manager)	[ "def", "save", "(", "self", ",", "with_data", "=", "False", ")", ":", "r", "=", "self", ".", "_client", ".", "request", "(", "'PUT'", ",", "self", ".", "url", ",", "json", "=", "self", ".", "_serialize", "(", "with_data", "=", "with_data", ")", ")"...	38	15.333333
def create_vip(self, vip_request_ids): """ Method to create vip request param vip_request_ids: vip_request ids """ uri = 'api/v3/vip-request/deploy/%s/' % vip_request_ids return super(ApiVipRequest, self).post(uri)	[ "def", "create_vip", "(", "self", ",", "vip_request_ids", ")", ":", "uri", "=", "'api/v3/vip-request/deploy/%s/'", "%", "vip_request_ids", "return", "super", "(", "ApiVipRequest", ",", "self", ")", ".", "post", "(", "uri", ")" ]	28.444444	14
def delete_return_line_item_by_id(cls, return_line_item_id, **kwargs): """Delete ReturnLineItem Delete an instance of ReturnLineItem by its ID. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api....	[ "def", "delete_return_line_item_by_id", "(", "cls", ",", "return_line_item_id", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "return", "cls", ".", "_dele...	45.809524	24.142857
def _mean_prediction(self, mu, Y, h, t_z): """ Creates a h-step ahead mean prediction This function is used for predict(). We have to iterate over the number of timepoints (h) that the user wants to predict, using as inputs the ARIMA parameters, past datapoints, and past predicted datap...	[ "def", "_mean_prediction", "(", "self", ",", "mu", ",", "Y", ",", "h", ",", "t_z", ")", ":", "# Create arrays to iteratre over", "Y_exp", "=", "Y", ".", "copy", "(", ")", "mu_exp", "=", "mu", ".", "copy", "(", ")", "# Loop over h time periods ", "...	29.666667	21.784314
def store(self, prof_name, prof_type): """ Store a profile with the given name and type. :param str prof_name: Profile name. :param str prof_type: Profile type. """ prof_dir = self.__profile_dir(prof_name) prof_stub = self.__profile_stub(prof_name, prof_type, prof_dir) if not os.path.e...	[ "def", "store", "(", "self", ",", "prof_name", ",", "prof_type", ")", ":", "prof_dir", "=", "self", ".", "__profile_dir", "(", "prof_name", ")", "prof_stub", "=", "self", ".", "__profile_stub", "(", "prof_name", ",", "prof_type", ",", "prof_dir", ")", "if"...	27.457143	14.428571
def iter_stack_frames(frames=None, start_frame=None, skip=0, skip_top_modules=()): """ Given an optional list of frames (defaults to current stack), iterates over all frames that do not contain the ``__traceback_hide__`` local variable. Frames can be skipped by either providing a number, or a tuple...	[ "def", "iter_stack_frames", "(", "frames", "=", "None", ",", "start_frame", "=", "None", ",", "skip", "=", "0", ",", "skip_top_modules", "=", "(", ")", ")", ":", "if", "not", "frames", ":", "frame", "=", "start_frame", "if", "start_frame", "is", "not", ...	40.823529	22
def events_list(self, *args): """Display a list of all registered events""" def merge(a, b, path=None): "merges b into a" if path is None: path = [] for key in b: if key in a: if isinstance(a[key], dict) and isinstance(b[key], dict...	[ "def", "events_list", "(", "self", ",", "*", "args", ")", ":", "def", "merge", "(", "a", ",", "b", ",", "path", "=", "None", ")", ":", "\"merges b into a\"", "if", "path", "is", "None", ":", "path", "=", "[", "]", "for", "key", "in", "b", ":", ...	35.037037	17.518519
def batchzip(size, iterable=None, rest=False): """ todo : add example :param size: :param iterable: :param rest: :return: """ fn = ibatch(size, rest=rest) >> zipflow return fn if iterable is None else fn(iterable)	[ "def", "batchzip", "(", "size", ",", "iterable", "=", "None", ",", "rest", "=", "False", ")", ":", "fn", "=", "ibatch", "(", "size", ",", "rest", "=", "rest", ")", ">>", "zipflow", "return", "fn", "if", "iterable", "is", "None", "else", "fn", "(", ...	21.818182	15.818182
def create(type_dict, *type_parameters): """ type_parameters should be: (name, (alternative1, alternative2, ...)) where name is a string, and the alternatives are all valid serialized types. """ assert len(type_parameters) == 2 name = type_parameters[0] alternatives = type_paramete...	[ "def", "create", "(", "type_dict", ",", "*", "type_parameters", ")", ":", "assert", "len", "(", "type_parameters", ")", "==", "2", "name", "=", "type_parameters", "[", "0", "]", "alternatives", "=", "type_parameters", "[", "1", "]", "assert", "isinstance", ...	37.625	13.125
def bounds(self) -> typing.Tuple[typing.Tuple[float, float], typing.Tuple[float, float]]: """Return the bounds property in relative coordinates. Bounds is a tuple ((top, left), (height, width))""" ...	[ "def", "bounds", "(", "self", ")", "->", "typing", ".", "Tuple", "[", "typing", ".", "Tuple", "[", "float", ",", "float", "]", ",", "typing", ".", "Tuple", "[", "float", ",", "float", "]", "]", ":", "..." ]	44.2	23.6
def get_or_create_user(self, username, ldap_user): """ This must return a (User, created) 2-tuple for the given LDAP user. username is the Django-friendly username of the user. ldap_user.dn is the user's DN and ldap_user.attrs contains all of their LDAP attributes. """ mo...	[ "def", "get_or_create_user", "(", "self", ",", "username", ",", "ldap_user", ")", ":", "model", "=", "self", ".", "get_user_model", "(", ")", "username_field", "=", "getattr", "(", "model", ",", "'USERNAME_FIELD'", ",", "'username'", ")", "kwargs", "=", "{",...	39.8	21.8
def wait_script(name, source=None, template=None, onlyif=None, unless=None, cwd=None, runas=None, shell=None, env=None, stateful=False, umask=None, ...	[ "def", "wait_script", "(", "name", ",", "source", "=", "None", ",", "template", "=", "None", ",", "onlyif", "=", "None", ",", "unless", "=", "None", ",", "cwd", "=", "None", ",", "runas", "=", "None", ",", "shell", "=", "None", ",", "env", "=", "...	32.866667	25.626667
def get_urls(self): """Get the admin urls """ info = '%s_%s' % (self.model._meta.app_label, self.model._meta.model_name) def pat(regex, fn): return url(regex, self.admin_site.admin_view(fn), name='%s_%s' % (info, fn.__name__)) url_patterns = [ pat(r'^([0...	[ "def", "get_urls", "(", "self", ")", ":", "info", "=", "'%s_%s'", "%", "(", "self", ".", "model", ".", "_meta", ".", "app_label", ",", "self", ".", "model", ".", "_meta", ".", "model_name", ")", "def", "pat", "(", "regex", ",", "fn", ")", ":", "r...	39.764706	27.294118

def compare_seqs(seqs): """ compare pairs of sequences """ A, B, ignore_gaps = seqs a, b = A[1], B[1] # actual sequences if len(a) != len(b): print('# reads are not the same length', file=sys.stderr) exit() if ignore_gaps is True: pident = calc_pident_ignore_gaps(a, b...

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27.357143

12.357143

def all_schema_names(self, cache=False, cache_timeout=None, force=False): """Parameters need to be passed as keyword arguments. For unused parameters, they are referenced in cache_util.memoized_func decorator. :param cache: whether cache is enabled for the function :type cache:...

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38.6875

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def validate(self): """Base validation + entities = rows.""" super().validate() nb_entities = len(self.entities) if nb_entities != self.rows: raise self.error( 'Number of entities: %s != number of rows: %s' % ( nb_entities, self.rows))

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38.5

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def _nodeSetValuesFromDict(self, dct): """ Sets values from a dictionary in the current node. Non-recursive auxiliary function for setValuesFromDict """ if 'data' in dct: qFont = QtGui.QFont() success = qFont.fromString(dct['data']) if not success:...

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40.538462

11.384615

def array_map(ol,map_func,*args): ''' obseleted,just for compatible from elist.elist import * ol = [1,2,3,4] def map_func(ele,mul,plus): return(ele*mul+plus) array_map(ol,map_func,2,100) ''' rslt = list(map(lambda ele:map_func(ele,*args),ol)) return(r...

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26.083333

16.416667

def open(self, session=None): """ :param requests.Session session: Optional requests session :return: file-like object over the decoded bytes """ self.__kwargs.update(stream=True) session = session or requests resp = session.request(self.__me...

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26.0625

15.8125

def query(self, coords, order=1): """ Returns the P&G (2010) correction to the SFD'98 E(B-V) at the specified location(s) on the sky. If component is 'err', then return the uncertainty in the correction. Args: coords (:obj:`astropy.coordinates.SkyCoord`): The coordin...

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44.444444

23.666667

def authenticated(self, user_token, **validation_context): """Checks if user is authenticated using token passed in argument :param user_token: string representing token :param validation_context: Token.validate optional keyword arguments """ token = self.token_storage.get(user...

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36.083333

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def set_stop_chars(self, stop_chars): """ Set stop characters used when determining end of URL. .. deprecated:: 0.7 Use :func:`set_stop_chars_left` or :func:`set_stop_chars_right` instead. :param list stop_chars: list of characters """ warnings....

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36.470588

18.235294

def wet_records_from_file_obj(f, take_ownership=False): """Iterate through records in WET file object.""" while True: record = WETRecord.read(f) if record is None: break if not record.url: continue yield record if take_ownership: f.close()

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17.8

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def unsticky(self): """Unsticky this post. :returns: The json response from the server """ url = self.reddit_session.config['sticky_submission'] data = {'id': self.fullname, 'state': False} return self.reddit_session.request_json(url, data=data)

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31.888889

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def distance_stats(x, y, **kwargs): """ distance_stats(x, y, *, exponent=1) Computes the usual (biased) estimators for the distance covariance and distance correlation between two random vectors, and the individual distance variances. Parameters ---------- x: array_like First r...

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36.833333

23.287879

def add_edurange(self, edurange): """ Parameters ---------- edurange : etree.Element etree representation of a <edurange> element (annotation that groups a number of EDUs) <edu-range> seems to glue together a number of `<edu> elements, whic...

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46.525

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def _set_priority_mapping_table(self, v, load=False): """ Setter method for priority_mapping_table, mapped from YANG variable /policy_map/class/priority_mapping_table (container) If this variable is read-only (config: false) in the source YANG file, then _set_priority_mapping_table is considered as a pr...

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85.136364

40

def _convert_hex_str_to_int(val): """Convert hexadecimal formatted ids to signed int64""" if val is None: return None hex_num = int(val, 16) # ensure it fits into 64-bit if hex_num > 0x7FFFFFFFFFFFFFFF: hex_num -= 0x10000000000000000 assert -9223372036854775808 <= hex_num <= 9...

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28.833333

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def add_loaded_callback(self, callback): """Add a callback to be run when the ALDB load is complete.""" if callback not in self._cb_aldb_loaded: self._cb_aldb_loaded.append(callback)

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51.75

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def _calculate_remaining_battery_percentage(self, voltage): """Calculate percentage.""" min_voltage = 2500 max_voltage = 3000 percent = (voltage - min_voltage) / (max_voltage - min_voltage) * 200 return min(200, percent)

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42.5

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def _get_user_dir_path(self): """Returns Path object representing the user config resource""" xdg_config_home = os.environ.get('XDG_CONFIG_HOME', '~/.config') user_dir = Path(xdg_config_home, 'thefuck').expanduser() legacy_user_dir = Path('~', '.thefuck').expanduser() # For back...

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46

19.153846

def compute_to_fields(self, to_fields): """ compute the to_fields parameterse to make it uniformly a dict of CompositePart :param set[unicode]|dict[unicode, unicode] to_fields: the list/dict of fields to match :return: the well formated to_field containing only subclasses of CompositePar...

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54.5

30.785714

def _get_content(self, response): """Checks for errors in the response. Returns response content, in bytes. :param response: response object :raise: :UnexpectedResponse: if the server responded with an unexpected response :return: - ServiceNow response content ...

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39.192982

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def to_rfc3339(timestamp): """Converts ``timestamp`` to an RFC 3339 date string format. ``timestamp`` can be either a ``datetime.datetime`` or a ``datetime.timedelta``. Instances of the later are assumed to be a delta with the beginining of the unix epoch, 1st of January, 1970 The returned string...

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37.962963

24.814815

def encode_request(name, expected, updated): """ Encode request into client_message""" client_message = ClientMessage(payload_size=calculate_size(name, expected, updated)) client_message.set_message_type(REQUEST_TYPE) client_message.set_retryable(RETRYABLE) client_message.append_str(name) client...

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44.8

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def register_signals(self, app): """Register the signals.""" before_record_index.connect(inject_provisional_community) if app.config['COMMUNITIES_OAI_ENABLED']: listen(Community, 'after_insert', create_oaipmh_set) listen(Community, 'after_delete', destroy_oaipmh_set) ...

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52

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def choose_encoding(cls, parent, path, encoding): """ Show the encodings dialog and returns the user choice. :param parent: parent widget. :param path: file path :param encoding: current file encoding :return: selected encoding """ dlg = cls(parent, path,...

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33

11.166667

def no_next_candidate(self): """ Stops Taskmaster processing by not returning a next candidate. Note that we have to clean-up the Taskmaster candidate list because the cycle detection depends on the fact all nodes have been processed somehow. """ while self.candi...

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34.769231

14.615385

def get_compression_extension(self): """ Find the filename extension for the 'docker save' output, which may or may not be compressed. Raises OsbsValidationException if the extension cannot be determined due to a configuration error. :returns: str including leading dot,...

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39.423077

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def _get_projection(el): """ Get coordinate reference system from non-auxiliary elements. Return value is a tuple of a precedence integer and the projection, to allow non-auxiliary components to take precedence. """ result = None if hasattr(el, 'crs'): result = (int(el._auxiliary_com...

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34.5

16.3

def submit(cluster_config_file, docker, screen, tmux, stop, start, cluster_name, port_forward, script, script_args): """Uploads and runs a script on the specified cluster. The script is automatically synced to the following location: os.path.join("~", os.path.basename(script)) """ a...

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41.85

25.3

def _safe_match_list(inner_type, argument_value): """Represent the list of "inner_type" objects in MATCH form.""" stripped_type = strip_non_null_from_type(inner_type) if isinstance(stripped_type, GraphQLList): raise GraphQLInvalidArgumentError(u'MATCH does not currently support nested lists, ' ...

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47.823529

23.411765

def get_user_profile(self, auth_secret): """Get the profile (i.e., username, password, etc.) of a user. Parameters ---------- auth_secret: str The authentication secret of the logged-in user. Returns ------- bool True if the logout is suc...

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29.439024

21.658537

def get_preferences_from_user(self): """Launches preferences dialog and returns dict with preferences""" dlg = PreferencesDialog(self.main_window) change_choice = dlg.ShowModal() preferences = {} if change_choice == wx.ID_OK: for (parameter, _), ctrl in zip(dlg.pa...

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31.095238

20.571429

def decode_list(self, data_type, obj): """ The data_type argument must be a List. See json_compat_obj_decode() for argument descriptions. """ if not isinstance(obj, list): raise bv.ValidationError( 'expected list, got %s' % bv.generic_type_name(obj)) ...

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39.363636

12.636364

def unblock_username(username, pipe=None): """ unblock the given Username """ do_commit = False if not pipe: pipe = REDIS_SERVER.pipeline() do_commit = True if username: pipe.delete(get_username_attempt_cache_key(username)) pipe.delete(get_username_blocked_cache_key(usern...

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33.090909

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def to_string(self): """ stringifies version :return: string of version """ if self.major == -1: major_str = 'x' else: major_str = self.major if self.minor == -1: minor_str = 'x' else: minor_str = self.minor ...

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26.5

13.388889

def chats_search(self, q=None, **kwargs): "https://developer.zendesk.com/rest_api/docs/chat/chats#search-chats" api_path = "/api/v2/chats/search" api_query = {} if "query" in kwargs.keys(): api_query.update(kwargs["query"]) del kwargs["query"] if q: ...

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36.166667

14.666667

def get_networks(project_id, include_data='N', **kwargs): """ Get all networks in a project Returns an array of network objects. """ log.info("Getting networks for project %s", project_id) user_id = kwargs.get('user_id') project = _get_project(project_id) project.check_read_permi...

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36.875

19.458333

def _nested_changes(changes): ''' Print the changes data using the nested outputter ''' ret = '\n' ret += salt.output.out_format( changes, 'nested', __opts__, nested_indent=14) return ret

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22.636364

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def _sia_cache_key(subsystem): """The cache key of the subsystem. This includes the native hash of the subsystem and all configuration values which change the results of ``sia``. """ return ( hash(subsystem), config.ASSUME_CUTS_CANNOT_CREATE_NEW_CONCEPTS, config.CUT_ONE_APPR...

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31.4375

15.375

def round_data(filter_data): """ round the data""" for index, _ in enumerate(filter_data): filter_data[index][0] = round(filter_data[index][0] / 100.0) * 100.0 return filter_data

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39.6

14

def system(self): """The system of units used to measure an instance""" if self._base == 2: return "NIST" elif self._base == 10: return "SI" else: # I don't expect to ever encounter this logic branch, but # hey, it's better to have extra te...

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41

17.916667

def translate(self): """Compile the template to a Python function.""" expressions, varnames, funcnames = self.expr.translate() argnames = [] for varname in varnames: argnames.append(VARIABLE_PREFIX + varname) for funcname in funcnames: argnames.append(FUN...

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33.08

18.6

def walk_and_clean(data): """ Recursively walks list of dicts (which may themselves embed lists and dicts), transforming namedtuples to OrderedDicts and using ``clean_key_name(k)`` to make keys into SQL-safe column names >>> data = [{'a': 1}, [{'B': 2}, {'B': 3}], {'F': {'G': 4}}] >>> pprint(wa...

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42.59375

14.90625

def get_curricula_by_department( department, future_terms=0, view_unpublished=False): """ Returns a list of restclients.Curriculum models, for the passed Department model. """ if not isinstance(future_terms, int): raise ValueError(future_terms) if future_terms < 0 or future_term...

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35.25

15.45

def listdir(store, path=None): """Obtain a directory listing for the given path. If `store` provides a `listdir` method, this will be called, otherwise will fall back to implementation via the `MutableMapping` interface.""" path = normalize_storage_path(path) if hasattr(store, 'listdir'): # ...

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42.090909

11.818182

def _import_classes(self, class_names): """ Import a list of classes. """ classes = [] for name in class_names: classes.extend(self._import_class_or_module(name)) return classes

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28.75

9.5

def deploy_templates(): """ Deploy any templates from your shortest TEMPLATE_DIRS setting """ deployed = None if not hasattr(env, 'project_template_dir'): #the normal pattern would mean the shortest path is the main one. #its probably the last listed length = 1000 ...

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35.956522

16.478261

def get_queryset(self): """ Check that the queryset is defined and call it. """ if self.queryset is None: raise ImproperlyConfigured( "'%s' must define 'queryset'" % self.__class__.__name__) return self.queryset()

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34.25

10.25

def proj(vec, vec_onto): """ Vector projection. Calculated as: .. math:: \\mathsf{vec\\_onto} * \\frac{\\mathsf{vec}\\cdot\\mathsf{vec\\_onto}} {\\mathsf{vec\\_onto}\\cdot\\mathsf{vec\\_onto}} Parameters ---------- vec length-R |npfloat_| -- Vector to projec...

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23.586957

23.26087

def _check_virtualenv(): """Makes sure that the virtualenv specified in the global settings file actually exists. """ from os import waitpid from subprocess import Popen, PIPE penvs = Popen("source /usr/local/bin/virtualenvwrapper.sh; workon", shell=True, executable="/bin/bash",...

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38.181818

20.181818

def _parse_prefix_as_idd(idd_pattern, number): """Strips the IDD from the start of the number if present. Helper function used by _maybe_strip_i18n_prefix_and_normalize(). Returns a 2-tuple: - Boolean indicating if IDD was stripped - Number with IDD stripped """ match = idd_pattern.mat...

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38.666667

16.142857

def tee(*popenargs, **kwargs): """ Run a command as if it were piped though tee. Output generated by the command is displayed in real time to the terminal. It is also captured in strings and returned once the process terminated. This function is very useful for logging output from cluster runs....

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36.536585

22.341463

def guess_filename(obj): """Tries to guess the filename of the given object.""" name = getattr(obj, 'name', None) if name and name[0] != '<' and name[-1] != '>': return os.path.basename(name)

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41.4

6.6

def symbol_top(body_output, targets, model_hparams, vocab_size): """Generate logits. Args: body_output: A Tensor with shape [batch, p0, p1, model_hparams.hidden_size]. targets: Unused. model_hparams: HParams, model hyperparmeters. vocab_size: int, vocabulary size. Returns: logits: A Te...

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36.545455

18.181818

def esrchc(value, array): """ Search for a given value within a character string array. Return the index of the first equivalent array entry, or -1 if no equivalent element is found. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/esrchc_c.html :param value: Key value to be found in ar...

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36.590909

17.045455

def _str_to_fn(self, fn_as_str): """ If the argument is not a string, return whatever was passed in. Parses a string such as package.module.function, imports the module and returns the function. :param fn_as_str: The string to parse. If not a string, return it. """ ...

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36.857143

16.285714

def set_pkg_license_comment(self, doc, text): """Sets the package's license comment. Raises OrderError if no package previously defined. Raises CardinalityError if already set. Raises SPDXValueError if text is not free form text. """ self.assert_package_exists() i...

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44.25

14.0625

def _AssAttr(self, t): """ Handle assigning an attribute of an object """ self._dispatch(t.expr) self._write('.'+t.attrname)

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30.4

6.6

def upload_job_delete(self, upload_job_id, **kwargs): # noqa: E501 """Delete an upload job # noqa: E501 Delete an upload job # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass asynchronous=True >>> thread = ...

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44.47619

20.857143

def resample(self, resampledWaveTab): """Resample the spectrum for the given wavelength set. Given wavelength array must be monotonically increasing or decreasing. Throughput interpolation is done using :func:`numpy.interp`. Parameters ---------- resampledWaveTab : arra...

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35.411765

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def parse_lines(self, lines: Iterable[str]) -> List[ParseResults]: """Parse multiple lines in succession.""" return [ self.parseString(line, line_number) for line_number, line in enumerate(lines) ]

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40

16.833333

def _build_table_options(self, row): """ Setup the mostly-non-schema table options, like caching settings """ options = dict((o, row.get(o)) for o in self.recognized_table_options if o in row) # the option name when creating tables is "dclocal_read_repair_chance", # but the column name ...

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52.785714

24.5

def samples(self, anystring, limit=None, offset=None, sortby=None): '''Return an object representing the samples identified by the input domain, IP, or URL''' uri = self._uris['samples'].format(anystring) params = {'limit': limit, 'offset': offset, 'sortby': sortby} return self.get_par...

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47

29.857143

def get_last_or_frame_exception(): """Intended to be used going into post mortem routines. If sys.last_traceback is set, we will return that and assume that this is what post-mortem will want. If sys.last_traceback has not been set, then perhaps we *about* to raise an error and are fielding an exce...

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41.866667

18.866667

def setup(self, builder): """Performs this component's simulation setup and return sub-components. Parameters ---------- builder : `engine.Builder` Interface to several simulation tools including access to common random number generation, in particular. ...

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32.75

19.4375

def ephemeral(*, port: int = 6060, timeout_connection: int = 30, verbose: bool = False ) -> Iterator[Client]: """ Launches an ephemeral server instance that will be immediately close when no longer in context. Parameters: port: the port th...

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36.034483

15.068966

def get_field_groups(layer_purpose, layer_subcategory=None): """Obtain list of field groups from layer purpose and subcategory. :param layer_purpose: The layer purpose. :type layer_purpose: str :param layer_subcategory: Exposure or hazard value. :type layer_subcategory: str :returns: List of ...

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36.217391

17.652174

def oauth_request(self): """ Makes a oauth connection """ # get tokens from server and make a dict of them. self._server_tokens = self.request_token() self.store["oauth-request-token"] = self._server_tokens["token"] self.store["oauth-request-secret"] = self._server_tokens["token...

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44

22.833333

def _screaming_snake_case(cls, text): """ Transform text to SCREAMING_SNAKE_CASE :param text: :return: """ if text.isupper(): return text result = '' for pos, symbol in enumerate(text): if symbol.isupper() and pos > 0: ...

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25.75

12.25

def _collect_dirty_tabs(self, exept=None): """ Collects the list of dirty tabs """ widgets = [] filenames = [] for i in range(self.count()): widget = self.widget(i) try: if widget.dirty and widget != exept: widge...

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31.2

8.933333

def calc_mass_from_fit_and_conv_factor(A, Damping, ConvFactor): """ Calculates mass from the A parameter from fitting, the damping from fitting in angular units and the Conversion factor calculated from comparing the ratio of the z signal and first harmonic of z. Parameters ---------- A :...

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28.521739

22

def forwards(self, orm): "Write your forwards methods here." orm.Project.objects.update(label=F('name')) orm.Cohort.objects.update(label=F('name')) orm.Sample.objects.update(name=F('label'))

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43.6

10

def save_lastnode_id(): """Save the id of the last node created.""" init_counter() with FileLock(_COUNTER_FILE): with AtomicFile(_COUNTER_FILE, mode="w") as fh: fh.write("%d\n" % _COUNTER)

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30.714286

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def show_banner(ctx, param, value): """Shows dynaconf awesome banner""" if not value or ctx.resilient_parsing: return set_settings() click.echo(settings.dynaconf_banner) click.echo("Learn more at: http://github.com/rochacbruno/dynaconf") ctx.exit()

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def get_offdiag_vals(dcorr): """ for lin dcorr i guess """ del_indexes=[] for spc1 in np.unique(dcorr.index.get_level_values(0)): for spc2 in np.unique(dcorr.index.get_level_values(0)): if (not (spc1,spc2) in del_indexes) and (not (spc2,spc1) in del_indexes): del_...

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def _periodicfeatures_worker(task): ''' This is a parallel worker for the drivers below. ''' pfpickle, lcbasedir, outdir, starfeatures, kwargs = task try: return get_periodicfeatures(pfpickle, lcbasedir, outdir, ...

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def underlying_order_book_id(self): """ [str] 合约标的代码，目前除股指期货(IH, IF, IC)之外的期货合约，这一字段全部为’null’（期货专用） """ try: return self.__dict__["underlying_order_book_id"] except (KeyError, ValueError): raise AttributeError( "Instrument(order_book_id={})...

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def write_deps(deps_dict): """Write dependencies in a log file into directory `/var/log/slpkg/dep/` """ for name, dependencies in deps_dict.iteritems(): if find_package(name + _meta_.sp, _meta_.pkg_path): dep_path = _meta_.log_path + "dep/" if not os.path.exists(dep_path)...

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def _populate(cls, as_of=None, delete=False): """Populate the table with billing cycles starting from `as_of` Args: as_of (date): The date at which to begin the populating delete (bool): Should future billing cycles be deleted? """ billing_cycle_helper = get_bi...

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def createDocument(self, namespaceURI, localName, doctype=None): '''If specified must be a SOAP envelope, else may contruct an empty document. ''' prefix = self._soap_env_prefix if namespaceURI == self.reserved_ns[prefix]: qualifiedName = '%s:%s' %(prefix,localName) ...

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def add_subplot(self, x, y, n, margin=0.05): """Creates a div child subplot in a matplotlib.figure.add_subplot style. Parameters ---------- x : int The number of rows in the grid. y : int The number of columns in the grid. n : int The ...

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def get_kvm_archs(): """ Gets a list of architectures for which KVM is available on this server. :returns: List of architectures for which KVM is available on this server. """ kvm = [] if not os.path.exists("/dev/kvm"): return kvm arch = platform.ma...

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def ValidateKey(cls, key_path): """Validates this key against supported key names. Args: key_path (str): path of a Windows Registry key. Raises: FormatError: when key is not supported. """ for prefix in cls.VALID_PREFIXES: if key_path.startswith(prefix): return # TOD...

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def put(self, key, value, overwrite=True): """Marshall the python object given as 'value' into a string, using the to_string marshalling method passed in the constructor, and store it in the DynamoDB table under key 'key'. """ self._get_table() s = self.to_string(value) ...

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def sqr(x, context=None): """ Return the square of ``x``. """ return _apply_function_in_current_context( BigFloat, mpfr.mpfr_sqr, (BigFloat._implicit_convert(x),), context, )

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def pdhg_stepsize(L, tau=None, sigma=None): r"""Default step sizes for `pdhg`. Parameters ---------- L : `Operator` or float Operator or norm of the operator that are used in the `pdhg` method. If it is an `Operator`, the norm is computed with ``Operator.norm(estimate=True)``. ...

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def plot_stoch_vol(data, trace=None, ax=None): """ Generate plot for stochastic volatility model. Parameters ---------- data : pandas.Series Returns to model. trace : pymc3.sampling.BaseTrace object, optional trace as returned by model_stoch_vol If not passed, sample fro...

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def agent_heartbeat(self, agent_id, metrics, run_states): """Notify server about agent state, receive commands. Args: agent_id (str): agent_id metrics (dict): system metrics run_states (dict): run_id: state mapping Returns: List of commands to exe...

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def save(self, with_data=False): """ Edits this Source """ r = self._client.request('PUT', self.url, json=self._serialize(with_data=with_data)) return self._deserialize(r.json(), self._manager)

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def create_vip(self, vip_request_ids): """ Method to create vip request param vip_request_ids: vip_request ids """ uri = 'api/v3/vip-request/deploy/%s/' % vip_request_ids return super(ApiVipRequest, self).post(uri)

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def delete_return_line_item_by_id(cls, return_line_item_id, **kwargs): """Delete ReturnLineItem Delete an instance of ReturnLineItem by its ID. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api....

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def _mean_prediction(self, mu, Y, h, t_z): """ Creates a h-step ahead mean prediction This function is used for predict(). We have to iterate over the number of timepoints (h) that the user wants to predict, using as inputs the ARIMA parameters, past datapoints, and past predicted datap...

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def store(self, prof_name, prof_type): """ Store a profile with the given name and type. :param str prof_name: Profile name. :param str prof_type: Profile type. """ prof_dir = self.__profile_dir(prof_name) prof_stub = self.__profile_stub(prof_name, prof_type, prof_dir) if not os.path.e...

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27.457143

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def iter_stack_frames(frames=None, start_frame=None, skip=0, skip_top_modules=()): """ Given an optional list of frames (defaults to current stack), iterates over all frames that do not contain the ``__traceback_hide__`` local variable. Frames can be skipped by either providing a number, or a tuple...

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40.823529

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def events_list(self, *args): """Display a list of all registered events""" def merge(a, b, path=None): "merges b into a" if path is None: path = [] for key in b: if key in a: if isinstance(a[key], dict) and isinstance(b[key], dict...

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def batchzip(size, iterable=None, rest=False): """ todo : add example :param size: :param iterable: :param rest: :return: """ fn = ibatch(size, rest=rest) >> zipflow return fn if iterable is None else fn(iterable)

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def create(type_dict, *type_parameters): """ type_parameters should be: (name, (alternative1, alternative2, ...)) where name is a string, and the alternatives are all valid serialized types. """ assert len(type_parameters) == 2 name = type_parameters[0] alternatives = type_paramete...

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def bounds(self) -> typing.Tuple[typing.Tuple[float, float], typing.Tuple[float, float]]: """Return the bounds property in relative coordinates. Bounds is a tuple ((top, left), (height, width))""" ...

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44.2

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def get_or_create_user(self, username, ldap_user): """ This must return a (User, created) 2-tuple for the given LDAP user. username is the Django-friendly username of the user. ldap_user.dn is the user's DN and ldap_user.attrs contains all of their LDAP attributes. """ mo...

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39.8

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def wait_script(name, source=None, template=None, onlyif=None, unless=None, cwd=None, runas=None, shell=None, env=None, stateful=False, umask=None, ...

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32.866667

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def get_urls(self): """Get the admin urls """ info = '%s_%s' % (self.model._meta.app_label, self.model._meta.model_name) def pat(regex, fn): return url(regex, self.admin_site.admin_view(fn), name='%s_%s' % (info, fn.__name__)) url_patterns = [ pat(r'^([0...

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