kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def viewport(self) -> Tuple[int, int, int, int]: ''' tuple: The viewport of the window. ''' return self.wnd.viewport	[ "def", "viewport", "(", "self", ")", "->", "Tuple", "[", "int", ",", "int", ",", "int", ",", "int", "]", ":", "return", "self", ".", "wnd", ".", "viewport" ]	24.666667	20
def encoding(encoding=True): """DEPRECATED: use pynvim.decode().""" if isinstance(encoding, str): encoding = True def dec(f): f._nvim_decode = encoding return f return dec	[ "def", "encoding", "(", "encoding", "=", "True", ")", ":", "if", "isinstance", "(", "encoding", ",", "str", ")", ":", "encoding", "=", "True", "def", "dec", "(", "f", ")", ":", "f", ".", "_nvim_decode", "=", "encoding", "return", "f", "return", "dec"...	22.666667	17.555556
def droit_d_accise(depense, droit_cn, consommation_cn, taux_plein_tva): """ Calcule le montant de droit d'accise sur un volume de dépense payé pour le poste adéquat. """ return depense * ((1 + taux_plein_tva) * droit_cn) / (consommation_cn - (1 + taux_plein_tva) * droit_cn)	[ "def", "droit_d_accise", "(", "depense", ",", "droit_cn", ",", "consommation_cn", ",", "taux_plein_tva", ")", ":", "return", "depense", "", "(", "(", "1", "+", "taux_plein_tva", ")", "", "droit_cn", ")", "/", "(", "consommation_cn", "-", "(", "1", "+", ...	57.2	30.4
def _adjust_sell_amount(self, stock_code, amount): """ 根据实际持仓值计算雪球卖出股数因为雪球的交易指令是基于持仓百分比，在取近似值的情况下可能出现不精确的问题。导致如下情况的产生，计算出的指令为买入 1049 股，取近似值买入 1000 股。而卖出的指令计算出为卖出 1051 股，取近似值卖出 1100 股，超过 1000 股的买入量，导致卖出失败 :param stock_code: 证券代码 :type stock_code: str ...	[ "def", "_adjust_sell_amount", "(", "self", ",", "stock_code", ",", "amount", ")", ":", "stock_code", "=", "stock_code", "[", "-", "6", ":", "]", "user", "=", "self", ".", "_users", "[", "0", "]", "position", "=", "user", ".", "position", "try", ":", ...	33.375	14.3125
def _make_ta_service_dict(self): """ Build our service and limits dict. This is laid out identical to ``self.all_services``, but keys limits by their ``ta_service_name`` and ``ta_limit_name`` properties. :return: dict of TA service names to TA limit names to AwsLimit objects. ...	[ "def", "_make_ta_service_dict", "(", "self", ")", ":", "res", "=", "{", "}", "for", "svc_name", "in", "self", ".", "all_services", ":", "svc_obj", "=", "self", ".", "all_services", "[", "svc_name", "]", "for", "lim_name", ",", "lim", "in", "svc_obj", "."...	42.0625	17.4375
def _GetLineNumbers(code_object): """Generator for getting the line numbers of a code object. Args: code_object: the code object. Yields: The next line number in the code object. """ # Get the line number deltas, which are the odd number entries, from the # lnotab. See # https://svn.python.org/p...	[ "def", "_GetLineNumbers", "(", "code_object", ")", ":", "# Get the line number deltas, which are the odd number entries, from the", "# lnotab. See", "# https://svn.python.org/projects/python/branches/pep-0384/Objects/lnotab_notes.txt", "# In Python 3, this is just a byte array. In Python 2 it is a...	34.818182	21.090909
def new_datetime(d): """ Generate a safe datetime from a datetime.date or datetime.datetime object. """ kw = [d.year, d.month, d.day] if isinstance(d, real_datetime): kw.extend([d.hour, d.minute, d.second, d.microsecond, d.tzinfo]) return datetime(*kw)	[ "def", "new_datetime", "(", "d", ")", ":", "kw", "=", "[", "d", ".", "year", ",", "d", ".", "month", ",", "d", ".", "day", "]", "if", "isinstance", "(", "d", ",", "real_datetime", ")", ":", "kw", ".", "extend", "(", "[", "d", ".", "hour", ","...	34.625	14.625
def find(self, path, match, flags): """ find every matching child path under path """ try: match = re.compile(match, flags) except sre_constants.error as ex: print("Bad regexp: %s" % (ex)) return offset = len(path) for cpath in Tree(self, path...	[ "def", "find", "(", "self", ",", "path", ",", "match", ",", "flags", ")", ":", "try", ":", "match", "=", "re", ".", "compile", "(", "match", ",", "flags", ")", "except", "sre_constants", ".", "error", "as", "ex", ":", "print", "(", "\"Bad regexp: %s\...	32.5	11.416667
def _check_valid_data(self, data): """Checks that the given data is a float array with one channel. Parameters ---------- data : :obj:`numpy.ndarray` The data to check. Raises ------ ValueError If the data is invalid. """ ...	[ "def", "_check_valid_data", "(", "self", ",", "data", ")", ":", "if", "data", ".", "dtype", ".", "type", "is", "not", "np", ".", "float32", "and", "data", ".", "dtype", ".", "type", "is", "not", "np", ".", "float64", ":", "raise", "ValueError", "(", ...	31.714286	18.809524
def distance(x,y): """[summary] HELPER-FUNCTION calculates the (eulidean) distance between vector x and y. Arguments: x {[tuple]} -- [vector] y {[tuple]} -- [vector] """ assert len(x) == len(y), "The vector must have same length" result = () sum = 0 for i in range(le...	[ "def", "distance", "(", "x", ",", "y", ")", ":", "assert", "len", "(", "x", ")", "==", "len", "(", "y", ")", ",", "\"The vector must have same length\"", "result", "=", "(", ")", "sum", "=", "0", "for", "i", "in", "range", "(", "len", "(", "x", "...	25	16.941176
def parse_chromosome_string(job, chromosome_string): """ Parse a chromosome string into a list. :param chromosome_string: Input chromosome string :return: list of chromosomes to handle :rtype: list """ if chromosome_string is None: return [] else: assert isinstance(chrom...	[ "def", "parse_chromosome_string", "(", "job", ",", "chromosome_string", ")", ":", "if", "chromosome_string", "is", "None", ":", "return", "[", "]", "else", ":", "assert", "isinstance", "(", "chromosome_string", ",", "str", ")", "chroms", "=", "[", "c", ".", ...	44.323529	19.441176
def fof(self, linkinglength, out=None, method='splay'): """ Friend-of-Friend clustering with linking length. Returns: the label """ if out is None: out = numpy.empty(self.size, dtype='intp') return _core.KDNode.fof(self, linkinglength, out, method)	[ "def", "fof", "(", "self", ",", "linkinglength", ",", "out", "=", "None", ",", "method", "=", "'splay'", ")", ":", "if", "out", "is", "None", ":", "out", "=", "numpy", ".", "empty", "(", "self", ".", "size", ",", "dtype", "=", "'intp'", ")", "ret...	37.25	15.125
def flush_synced(self, index=None, params=None): """ Perform a normal flush, then add a generated unique marker (sync_id) to all shards. `<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-synced-flush.html>`_ :arg index: A comma-separated list of index names; use `...	[ "def", "flush_synced", "(", "self", ",", "index", "=", "None", ",", "params", "=", "None", ")", ":", "return", "self", ".", "transport", ".", "perform_request", "(", "\"POST\"", ",", "_make_path", "(", "index", ",", "\"_flush\"", ",", "\"synced\"", ")", ...	55.263158	26.421053
def _pfp__snapshot(self, recurse=True): """Save off the current value of the field """ super(Struct, self)._pfp__snapshot(recurse=recurse) if recurse: for child in self._pfp__children: child._pfp__snapshot(recurse=recurse)	[ "def", "_pfp__snapshot", "(", "self", ",", "recurse", "=", "True", ")", ":", "super", "(", "Struct", ",", "self", ")", ".", "_pfp__snapshot", "(", "recurse", "=", "recurse", ")", "if", "recurse", ":", "for", "child", "in", "self", ".", "_pfp__children", ...	34.5	12.375
def _get_descendent_cat_idstrs(self, cat_id, hierarchy_session=None): """Recursively returns a list of all descendent catalog ids, inclusive""" def get_descendent_ids(h_session): idstr_list = [str(cat_id)] if h_session is None: pkg_name = cat_id.get_identifier_nam...	[ "def", "_get_descendent_cat_idstrs", "(", "self", ",", "cat_id", ",", "hierarchy_session", "=", "None", ")", ":", "def", "get_descendent_ids", "(", "h_session", ")", ":", "idstr_list", "=", "[", "str", "(", "cat_id", ")", "]", "if", "h_session", "is", "None"...	48.506494	22.571429
def send_batch(messages, api_key=None, secure=None, test=None, **request_args): '''Send a batch of messages. :param messages: Messages to send. :type message: A list of `dict` or :class:`Message` :param api_key: Your Postmark API key. Required, if `test` is not `True`. :param secure: Use the https ...	[ "def", "send_batch", "(", "messages", ",", "api_key", "=", "None", ",", "secure", "=", "None", ",", "test", "=", "None", ",", "", "", "request_args", ")", ":", "return", "_default_pyst_batch_sender", ".", "send", "(", "messages", "=", "messages", ",", ...	48.1875	21.4375
def slugify(value): """ Normalizes string, converts to lowercase, removes non-alpha characters, and converts spaces to hyphens to have nice filenames. From Django's "django/template/defaultfilters.py". >>> slugify("El pingüino Wenceslao hizo kilómetros bajo exhaustiva lluvia y frío, añoraba a su q...	[ "def", "slugify", "(", "value", ")", ":", "try", ":", "unicode_type", "=", "unicode", "except", "NameError", ":", "unicode_type", "=", "str", "if", "not", "isinstance", "(", "value", ",", "unicode_type", ")", ":", "value", "=", "unicode_type", "(", "value"...	56.85	38.25
def config_cmd(): """Configuration handling. Other Parameters: conf.config """ if not (conf.common.config or conf.config.create or conf.config.create_local or conf.config.update or conf.config.edit): config_pp(conf.sections_()) loam.tools.config_cmd_handler(c...	[ "def", "config_cmd", "(", ")", ":", "if", "not", "(", "conf", ".", "common", ".", "config", "or", "conf", ".", "config", ".", "create", "or", "conf", ".", "config", ".", "create_local", "or", "conf", ".", "config", ".", "update", "or", "conf", ".", ...	28.545455	14.090909
def playlist(netease, name, id): """Download a playlist's songs by id.""" if name: netease.download_playlist_by_search(name) if id: netease.download_playlist_by_id(id, 'playlist'+str(id))	[ "def", "playlist", "(", "netease", ",", "name", ",", "id", ")", ":", "if", "name", ":", "netease", ".", "download_playlist_by_search", "(", "name", ")", "if", "id", ":", "netease", ".", "download_playlist_by_id", "(", "id", ",", "'playlist'", "+", "str", ...	30	19.714286
def get_date_data(self, date_string, date_formats=None): """ Parse string representing date and/or time in recognizable localized formats. Supports parsing multiple languages and timezones. :param date_string: A string representing date and/or time in a recognizably valid fo...	[ "def", "get_date_data", "(", "self", ",", "date_string", ",", "date_formats", "=", "None", ")", ":", "if", "not", "(", "isinstance", "(", "date_string", ",", "six", ".", "text_type", ")", "or", "isinstance", "(", "date_string", ",", "six", ".", "string_typ...	45.846154	30
def delete(self, **args): ''' Delete a gist by gistname/gistID ''' if 'name' in args: self.gist_name = args['name'] self.gist_id = self.getMyID(self.gist_name) elif 'id' in args: self.gist_id = args['id'] else: raise Exception('Provide GistName to delete') url = 'gists' if self.gist_id: ...	[ "def", "delete", "(", "self", ",", "", "", "args", ")", ":", "if", "'name'", "in", "args", ":", "self", ".", "gist_name", "=", "args", "[", "'name'", "]", "self", ".", "gist_id", "=", "self", ".", "getMyID", "(", "self", ".", "gist_name", ")", ...	20.576923	20.730769
def list_inputs(self): """Return a string listing all the Step's input names and their types. The types are returned in a copy/pastable format, so if the type is `string`, `'string'` (with single quotes) is returned. Returns: str containing all input names and types. ...	[ "def", "list_inputs", "(", "self", ")", ":", "doc", "=", "[", "]", "for", "inp", ",", "typ", "in", "self", ".", "input_types", ".", "items", "(", ")", ":", "if", "isinstance", "(", "typ", ",", "six", ".", "string_types", ")", ":", "typ", "=", "\"...	36.6	16.933333
def get_group_policy(self, group_name, policy_name): """ Retrieves the specified policy document for the specified group. :type group_name: string :param group_name: The name of the group the policy is associated with. :type policy_name: string :param policy_name: The p...	[ "def", "get_group_policy", "(", "self", ",", "group_name", ",", "policy_name", ")", ":", "params", "=", "{", "'GroupName'", ":", "group_name", ",", "'PolicyName'", ":", "policy_name", "}", "return", "self", ".", "get_response", "(", "'GetGroupPolicy'", ",", "p...	36.571429	18.857143
def folder_shared_message(self, request, user, folder): """ Send messages.success message after successful share. """ messages.success(request, _("Folder {} is now shared with {}".format(folder, user)))	[ "def", "folder_shared_message", "(", "self", ",", "request", ",", "user", ",", "folder", ")", ":", "messages", ".", "success", "(", "request", ",", "_", "(", "\"Folder {} is now shared with {}\"", ".", "format", "(", "folder", ",", "user", ")", ")", ")" ]	46	17.6
def from_file( cls, filename ): """ Create a VASPMeta object by reading a `vaspmeta.yaml` file Args: filename (Str): filename to read in. Returns: (vasppy.VASPMeta): the VASPMeta object """ with open( filename, 'r' ) as stream: data =...	[ "def", "from_file", "(", "cls", ",", "filename", ")", ":", "with", "open", "(", "filename", ",", "'r'", ")", "as", "stream", ":", "data", "=", "yaml", ".", "load", "(", "stream", ",", "Loader", "=", "yaml", ".", "SafeLoader", ")", "notes", "=", "da...	34.666667	11.703704
def partial(cls, id, token, *, adapter): """Creates a partial :class:`Webhook`. A partial webhook is just a webhook object with an ID and a token. Parameters ----------- id: :class:`int` The ID of the webhook. token: :class:`str` The authenticati...	[ "def", "partial", "(", "cls", ",", "id", ",", "token", ",", "*", ",", "adapter", ")", ":", "if", "not", "isinstance", "(", "adapter", ",", "WebhookAdapter", ")", ":", "raise", "TypeError", "(", "'adapter must be a subclass of WebhookAdapter'", ")", "data", "...	31.653846	20.692308
def _get_running_apps(self, instance, requests_config): """ Determine what mode was specified """ tags = instance.get('tags', []) if tags is None: tags = [] master_address = self._get_master_address(instance) # Get the cluster name from the instance co...	[ "def", "_get_running_apps", "(", "self", ",", "instance", ",", "requests_config", ")", ":", "tags", "=", "instance", ".", "get", "(", "'tags'", ",", "[", "]", ")", "if", "tags", "is", "None", ":", "tags", "=", "[", "]", "master_address", "=", "self", ...	45	22.368421
def cleanup_on_delete(self, sender, document, **kwargs): ''' Clean up slug redirections on object deletion ''' if not self.follow or sender is not self.owner_document: return slug = getattr(document, self.db_field) namespace = self.owner_document.__name__ ...	[ "def", "cleanup_on_delete", "(", "self", ",", "sender", ",", "document", ",", "", "", "kwargs", ")", ":", "if", "not", "self", ".", "follow", "or", "sender", "is", "not", "self", ".", "owner_document", ":", "return", "slug", "=", "getattr", "(", "doc...	42.111111	19.888889
def set_visual_style(self, full_screen_style=False): """ Sets the Application visual style. :param full_screen_style: Use fullscreen stylesheet file. :type full_screen_style: bool :return: Method success. :rtype: bool """ LOGGER.debug("> Setting Applicat...	[ "def", "set_visual_style", "(", "self", ",", "full_screen_style", "=", "False", ")", ":", "LOGGER", ".", "debug", "(", "\"> Setting Application visual style.\"", ")", "platform_styles", "=", "{", "\"Windows\"", ":", "(", "(", "\"Windows\"", ",", "\"Microsoft\"", "...	55.915254	29.779661
def from_response(response, body): """ Return an instance of a ClientException or subclass based on an httplib2 response. Usage:: resp, body = http.request(...) if resp.status_code != 200: raise exception_from_response(resp, body) """ if isinstance(response, dict): ...	[ "def", "from_response", "(", "response", ",", "body", ")", ":", "if", "isinstance", "(", "response", ",", "dict", ")", ":", "status", "=", "response", ".", "get", "(", "\"status_code\"", ")", "else", ":", "status", "=", "response", ".", "status_code", "c...	30.926829	14.829268
def leland94(V, s, r, a, t, C=None, d=None, PosEq=False): """Leland94 Capital Structure model, Corporate Bond valuation model Parameters: ----------- V : float Asset Value of the unlevered firm s : float Volatility s of the asset value V of the unlevered firm r : float ...	[ "def", "leland94", "(", "V", ",", "s", ",", "r", ",", "a", ",", "t", ",", "C", "=", "None", ",", "d", "=", "None", ",", "PosEq", "=", "False", ")", ":", "# subfunction for", "def", "netcashpayout_by_dividend", "(", "r", ",", "d", ",", "s", ")", ...	28.125	21.013393
def keybd_event(bVk: int, bScan: int, dwFlags: int, dwExtraInfo: int) -> None: """keybd_event from Win32.""" ctypes.windll.user32.keybd_event(bVk, bScan, dwFlags, dwExtraInfo)	[ "def", "keybd_event", "(", "bVk", ":", "int", ",", "bScan", ":", "int", ",", "dwFlags", ":", "int", ",", "dwExtraInfo", ":", "int", ")", "->", "None", ":", "ctypes", ".", "windll", ".", "user32", ".", "keybd_event", "(", "bVk", ",", "bScan", ",", "...	60.333333	22.666667
def fit_mcmc(self,nwalkers=300,nburn=200,niter=100, p0=None,initial_burn=None, ninitial=100, loglike_kwargs=None, **kwargs): """Fits stellar model using MCMC. :param nwalkers: (optional) Number of walkers to pass to :class:`emcee.EnsembleSa...	[ "def", "fit_mcmc", "(", "self", ",", "nwalkers", "=", "300", ",", "nburn", "=", "200", ",", "niter", "=", "100", ",", "p0", "=", "None", ",", "initial_burn", "=", "None", ",", "ninitial", "=", "100", ",", "loglike_kwargs", "=", "None", ",", "", "...	39.646465	20.737374
def check_multi_dimensional_coords(self, ds): ''' Checks that no multidimensional coordinate shares a name with its dimensions. Chapter 5 paragraph 4 We recommend that the name of a [multidimensional coordinate] should not match the name of any of its dimensions. ...	[ "def", "check_multi_dimensional_coords", "(", "self", ",", "ds", ")", ":", "ret_val", "=", "[", "]", "# This can only apply to auxiliary coordinate variables", "for", "coord", "in", "self", ".", "_find_aux_coord_vars", "(", "ds", ")", ":", "variable", "=", "ds", "...	35.206897	24.103448
def _do_http(opts, profile='default'): ''' Make the http request and return the data ''' ret = {} url = __salt__['config.get']('modjk:{0}:url'.format(profile), '') user = __salt__['config.get']('modjk:{0}:user'.format(profile), '') passwd = __salt__['config.get']('modjk:{0}:pass'.format(pr...	[ "def", "_do_http", "(", "opts", ",", "profile", "=", "'default'", ")", ":", "ret", "=", "{", "}", "url", "=", "__salt__", "[", "'config.get'", "]", "(", "'modjk:{0}:url'", ".", "format", "(", "profile", ")", ",", "''", ")", "user", "=", "__salt__", "...	31.833333	25.766667
def find_all(query: Query=None) -> List['ApiKey']: """ List all API keys. """ return [ApiKey.from_db(key) for key in db.get_keys(query)]	[ "def", "find_all", "(", "query", ":", "Query", "=", "None", ")", "->", "List", "[", "'ApiKey'", "]", ":", "return", "[", "ApiKey", ".", "from_db", "(", "key", ")", "for", "key", "in", "db", ".", "get_keys", "(", "query", ")", "]" ]	32.8	10
def changes_since(self, domain, date_or_datetime): """ Gets the changes for a domain since the specified date/datetime. The date can be one of: - a Python datetime object - a Python date object - a string in the format 'YYYY-MM-YY HH:MM:SS' - a str...	[ "def", "changes_since", "(", "self", ",", "domain", ",", "date_or_datetime", ")", ":", "domain_id", "=", "utils", ".", "get_id", "(", "domain", ")", "dt", "=", "utils", ".", "iso_time_string", "(", "date_or_datetime", ",", "show_tzinfo", "=", "True", ")", ...	42.724138	13
def get_volume(self): """Get the current volume.""" self.request(EP_GET_VOLUME) return 0 if self.last_response is None else self.last_response.get('payload').get('volume')	[ "def", "get_volume", "(", "self", ")", ":", "self", ".", "request", "(", "EP_GET_VOLUME", ")", "return", "0", "if", "self", ".", "last_response", "is", "None", "else", "self", ".", "last_response", ".", "get", "(", "'payload'", ")", ".", "get", "(", "'...	48	20.75
def delay(self): '''How long to wait before the next check''' if self._last_checked: return self._interval - (time.time() - self._last_checked) return self._interval	[ "def", "delay", "(", "self", ")", ":", "if", "self", ".", "_last_checked", ":", "return", "self", ".", "_interval", "-", "(", "time", ".", "time", "(", ")", "-", "self", ".", "_last_checked", ")", "return", "self", ".", "_interval" ]	39.4	17.4
def pre_order(root): # type: (Nonterminal) -> Generator """ Perform pre-order traversing. Expects tree like structure. Traverse in DFS fashion. :param root: Root tree of the parsed tree. :return: Sequence of nodes to traverse. """ def traverse_rule(item, ...	[ "def", "pre_order", "(", "root", ")", ":", "# type: (Nonterminal) -> Generator", "def", "traverse_rule", "(", "item", ",", "callback", ")", ":", "yield", "item", "for", "el", "in", "item", ".", "to_symbols", ":", "yield", "callback", "(", "el", ")", "def", ...	31.818182	17.181818
def command(self, dbname, spec, slave_ok=False, read_preference=ReadPreference.PRIMARY, codec_options=DEFAULT_CODEC_OPTIONS, check=True, allowable_errors=None, check_keys=False, read_concern=None, write_concern=None, parse_w...	[ "def", "command", "(", "self", ",", "dbname", ",", "spec", ",", "slave_ok", "=", "False", ",", "read_preference", "=", "ReadPreference", ".", "PRIMARY", ",", "codec_options", "=", "DEFAULT_CODEC_OPTIONS", ",", "check", "=", "True", ",", "allowable_errors", "="...	49.686047	18.313953
def get_plugin_info(plugin): """ Fetch information about the given package on PyPI and return it as a dict. If the package cannot be found on PyPI, :exc:`NameError` will be raised. """ url = 'https://pypi.python.org/pypi/{}/json'.format(plugin) try: resp = request.urlopen(url) excep...	[ "def", "get_plugin_info", "(", "plugin", ")", ":", "url", "=", "'https://pypi.python.org/pypi/{}/json'", ".", "format", "(", "plugin", ")", "try", ":", "resp", "=", "request", ".", "urlopen", "(", "url", ")", "except", "HTTPError", "as", "e", ":", "if", "e...	31.758621	22.862069
def parse_consumer_offsets(cls, json_file): """Parse current offsets from json-file.""" with open(json_file, 'r') as consumer_offsets_json: try: parsed_offsets = {} parsed_offsets_data = json.load(consumer_offsets_json) # Create new dict with p...	[ "def", "parse_consumer_offsets", "(", "cls", ",", "json_file", ")", ":", "with", "open", "(", "json_file", ",", "'r'", ")", "as", "consumer_offsets_json", ":", "try", ":", "parsed_offsets", "=", "{", "}", "parsed_offsets_data", "=", "json", ".", "load", "(",...	50.190476	19.761905
def weights(self, matrix_id=0): """ Return the frame for the respective weight matrix. :param: matrix_id: an integer, ranging from 0 to number of layers, that specifies the weight matrix to return. :returns: an H2OFrame which represents the weight matrix identified by matrix_id ...	[ "def", "weights", "(", "self", ",", "matrix_id", "=", "0", ")", ":", "return", "{", "model", ".", "model_id", ":", "model", ".", "weights", "(", "matrix_id", ")", "for", "model", "in", "self", ".", "models", "}" ]	49.875	29.375
def dframe(self, dimensions=None, multi_index=False): """Convert dimension values to DataFrame. Returns a pandas dataframe of columns along each dimension, either completely flat or indexed by key dimensions. Args: dimensions: Dimensions to return as columns mul...	[ "def", "dframe", "(", "self", ",", "dimensions", "=", "None", ",", "multi_index", "=", "False", ")", ":", "import", "pandas", "as", "pd", "if", "dimensions", "is", "None", ":", "dimensions", "=", "[", "d", ".", "name", "for", "d", "in", "self", ".", ...	39.166667	22.75
def require(self, name): """Return the value of the requested parameter or raise an error.""" value = self.get(name) if value is None: raise TypeError( "{0} requires the parameter '{1}'.".format( self.__class__, name ) )...	[ "def", "require", "(", "self", ",", "name", ")", ":", "value", "=", "self", ".", "get", "(", "name", ")", "if", "value", "is", "None", ":", "raise", "TypeError", "(", "\"{0} requires the parameter '{1}'.\"", ".", "format", "(", "self", ".", "__class__", ...	33.2	14.2
async def start(self): """Start the websocket server. When this method returns, the websocket server will be running and the port property of this class will have its assigned port number. This method should be called only once in the lifetime of the server and must be paired w...	[ "async", "def", "start", "(", "self", ")", ":", "if", "self", ".", "_server_task", "is", "not", "None", ":", "self", ".", "_logger", ".", "debug", "(", "\"AsyncValidatingWSServer.start() called twice, ignoring\"", ")", "return", "started_signal", "=", "self", "....	35.545455	25.681818
def get_or_create(self, kwargs): """ Looks up an object with the given kwargs, creating one if necessary. Returns a tuple of (object, created), where created is a boolean specifying whether an object was created. """ model = self.get(kwargs) is_c...	[ "def", "get_or_create", "(", "self", ",", "", "", "kwargs", ")", ":", "model", "=", "self", ".", "get", "(", "", "", "kwargs", ")", "is_created", "=", "False", "if", "model", "is", "None", ":", "is_created", "=", "True", "model", "=", "self", "...	28.578947	19.105263
def detect_log_config(arguments): """ Detect access log config (path and format) of nginx. Offer user to select if multiple access logs are detected. :return: path and format of detected / selected access log """ config = arguments['--config'] if config is None: config = detect_config_pa...	[ "def", "detect_log_config", "(", "arguments", ")", ":", "config", "=", "arguments", "[", "'--config'", "]", "if", "config", "is", "None", ":", "config", "=", "detect_config_path", "(", ")", "if", "not", "os", ".", "path", ".", "exists", "(", "config", ")...	45.363636	20.575758
def _show(self): """ Return a list of unsorted bridge details. """ p = _runshell([brctlexe, 'show', self.name], "Could not show %s." % self.name) return p.stdout.read().split()[7:]	[ "def", "_show", "(", "self", ")", ":", "p", "=", "_runshell", "(", "[", "brctlexe", ",", "'show'", ",", "self", ".", "name", "]", ",", "\"Could not show %s.\"", "%", "self", ".", "name", ")", "return", "p", ".", "stdout", ".", "read", "(", ")", "."...	42.6	8.6
def _get_choices(self, gandi): """ Internal method to get choices list """ image_list = [] for item in gandi.image.list(): label = item['label'] if item['visibility'] == 'deprecated': label = '*%s' % label image_list.append(label) disk_...	[ "def", "_get_choices", "(", "self", ",", "gandi", ")", ":", "image_list", "=", "[", "]", "for", "item", "in", "gandi", ".", "image", ".", "list", "(", ")", ":", "label", "=", "item", "[", "'label'", "]", "if", "item", "[", "'visibility'", "]", "=="...	42.7	10
def user(self) -> str: """Generate a random user. :return: Path to user. :Example: /home/oretha """ user = self.random.choice(USERNAMES) user = user.capitalize() if 'win' in self.platform else user.lower() return str(self._pathlib_home / user)	[ "def", "user", "(", "self", ")", "->", "str", ":", "user", "=", "self", ".", "random", ".", "choice", "(", "USERNAMES", ")", "user", "=", "user", ".", "capitalize", "(", ")", "if", "'win'", "in", "self", ".", "platform", "else", "user", ".", "lower...	27.545455	17.454545
def read_namespaced_replication_controller_scale(self, name, namespace, **kwargs): # noqa: E501 """read_namespaced_replication_controller_scale # noqa: E501 read scale of the specified ReplicationController # noqa: E501 This method makes a synchronous HTTP request by default. To make an ...	[ "def", "read_namespaced_replication_controller_scale", "(", "self", ",", "name", ",", "namespace", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")"...	54.913043	29.086957
def move(self, path, dest): """ Use snakebite.rename, if available. :param path: source file(s) :type path: either a string or sequence of strings :param dest: destination file (single input) or directory (multiple) :type dest: string :return: list of renamed ite...	[ "def", "move", "(", "self", ",", "path", ",", "dest", ")", ":", "parts", "=", "dest", ".", "rstrip", "(", "'/'", ")", ".", "split", "(", "'/'", ")", "if", "len", "(", "parts", ")", ">", "1", ":", "dir_path", "=", "'/'", ".", "join", "(", "par...	37.5	12.125
def log(self, n=None, template=None): """ Run the repository log command Returns: str: output of log command (``bzr log -l <n>``) """ cmd = ['bzr', 'log'] if n: cmd.append('-l%d' % n) return self.sh(cmd, shell=False)	[ "def", "log", "(", "self", ",", "n", "=", "None", ",", "template", "=", "None", ")", ":", "cmd", "=", "[", "'bzr'", ",", "'log'", "]", "if", "n", ":", "cmd", ".", "append", "(", "'-l%d'", "%", "n", ")", "return", "self", ".", "sh", "(", "cmd"...	26.090909	12.090909
def _drop_indices(self): """Drops the database indices relating to n-grams.""" self._logger.info('Dropping database indices') self._conn.execute(constants.DROP_TEXTNGRAM_INDEX_SQL) self._logger.info('Finished dropping database indices')	[ "def", "_drop_indices", "(", "self", ")", ":", "self", ".", "_logger", ".", "info", "(", "'Dropping database indices'", ")", "self", ".", "_conn", ".", "execute", "(", "constants", ".", "DROP_TEXTNGRAM_INDEX_SQL", ")", "self", ".", "_logger", ".", "info", "(...	52.8	15
def segment_to_line(document, coords): "polyline with 2 vertices using <line> tag" return setattribs( document.createElement('line'), x1 = coords[0], y1 = coords[1], x2 = coords[2], y2 = coords[3], )	[ "def", "segment_to_line", "(", "document", ",", "coords", ")", ":", "return", "setattribs", "(", "document", ".", "createElement", "(", "'line'", ")", ",", "x1", "=", "coords", "[", "0", "]", ",", "y1", "=", "coords", "[", "1", "]", ",", "x2", "=", ...	22.666667	18.222222
async def main_loop(loop, password, user, ip): # pylint: disable=invalid-name """Main loop.""" async with aiohttp.ClientSession(loop=loop) as session: VAR['sma'] = pysma.SMA(session, ip, password=password, group=user) await VAR['sma'].new_session() if VAR['sma'].sma_sid is None: ...	[ "async", "def", "main_loop", "(", "loop", ",", "password", ",", "user", ",", "ip", ")", ":", "# pylint: disable=invalid-name", "async", "with", "aiohttp", ".", "ClientSession", "(", "loop", "=", "loop", ")", "as", "session", ":", "VAR", "[", "'sma'", "]", ...	32.347826	16.26087
def build_reverse_dictionary(word_to_id): """Given a dictionary that maps word to integer id. Returns a reverse dictionary that maps a id to word. Parameters ---------- word_to_id : dictionary that maps word to ID. Returns -------- dictionary A dictionary that maps IDs ...	[ "def", "build_reverse_dictionary", "(", "word_to_id", ")", ":", "reverse_dictionary", "=", "dict", "(", "zip", "(", "word_to_id", ".", "values", "(", ")", ",", "word_to_id", ".", "keys", "(", ")", ")", ")", "return", "reverse_dictionary" ]	25.117647	20.294118
def cp_objectinfo_worker(task): '''This is a parallel worker for `parallel_update_cp_objectinfo`. Parameters ---------- task : tuple - task[0] = checkplot pickle file - task[1] = kwargs Returns ------- str The name of the checkplot file that was updated. None if t...	[ "def", "cp_objectinfo_worker", "(", "task", ")", ":", "cpf", ",", "cpkwargs", "=", "task", "try", ":", "newcpf", "=", "update_checkplot_objectinfo", "(", "cpf", ",", "", "", "cpkwargs", ")", "return", "newcpf", "except", "Exception", "as", "e", ":", "LOG...	19.827586	27.758621
def _rest_request_to_json(self, address, object_path, service_name, requests_config, tags, args, kwargs): """ Query the given URL and return the JSON response """ response = self._rest_request(address, object_path, service_name, requests_config, tags, args, **kwargs) try: ...	[ "def", "_rest_request_to_json", "(", "self", ",", "address", ",", "object_path", ",", "service_name", ",", "requests_config", ",", "tags", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "response", "=", "self", ".", "_rest_request", "(", "address", "...	35.368421	23.473684
def redirectLoggerStreamHandlers(oldStream, newStream): """Redirect the stream of a stream handler to a different stream """ for handler in list(logger.handlers): #Remove old handlers if handler.stream == oldStream: handler.close() logger.removeHandler(handler) for handle...	[ "def", "redirectLoggerStreamHandlers", "(", "oldStream", ",", "newStream", ")", ":", "for", "handler", "in", "list", "(", "logger", ".", "handlers", ")", ":", "#Remove old handlers", "if", "handler", ".", "stream", "==", "oldStream", ":", "handler", ".", "clos...	43.363636	10.727273
def earthsun_distance(moment): r'''Calculates the distance between the earth and the sun as a function of date and time. Uses the Reda and Andreas (2004) model described in [1]_, originally incorporated into the excellent `pvlib library <https://github.com/pvlib/pvlib-python>`_ Parameters ...	[ "def", "earthsun_distance", "(", "moment", ")", ":", "from", "fluids", ".", "optional", "import", "spa", "delta_t", "=", "spa", ".", "calculate_deltat", "(", "moment", ".", "year", ",", "moment", ".", "month", ")", "import", "calendar", "unixtime", "=", "c...	34.982143	26.303571
def set_indent(TokenClass, implicit=False): """Set the previously saved indentation level.""" def callback(lexer, match, context): text = match.group() if context.indent < context.next_indent: context.indent_stack.append(context.indent) context.indent = context.next_inden...	[ "def", "set_indent", "(", "TokenClass", ",", "implicit", "=", "False", ")", ":", "def", "callback", "(", "lexer", ",", "match", ",", "context", ")", ":", "text", "=", "match", ".", "group", "(", ")", "if", "context", ".", "indent", "<", "context", "....	40	8.25
def recorded(self): """Return if the stream is a recording.""" if self.tune and self.tune.get('@src'): return True if self.tune.get('@src').startswith('mbr') else False else: raise PyMediaroomError("No information in <node> about @src")	[ "def", "recorded", "(", "self", ")", ":", "if", "self", ".", "tune", "and", "self", ".", "tune", ".", "get", "(", "'@src'", ")", ":", "return", "True", "if", "self", ".", "tune", ".", "get", "(", "'@src'", ")", ".", "startswith", "(", "'mbr'", ")...	46.5	20.833333
def _definition_equivalent_to_call(definition, call): """Check if a definition signature is equivalent to a call.""" if definition.kwargs: same_kw_variadics = definition.kwargs in call.starred_kws else: same_kw_variadics = not call.starred_kws if definition.varargs: same_args_var...	[ "def", "_definition_equivalent_to_call", "(", "definition", ",", "call", ")", ":", "if", "definition", ".", "kwargs", ":", "same_kw_variadics", "=", "definition", ".", "kwargs", "in", "call", ".", "starred_kws", "else", ":", "same_kw_variadics", "=", "not", "cal...	35.942857	17.6
def boundplot(results, dims, it=None, idx=None, prior_transform=None, periodic=None, ndraws=5000, color='gray', plot_kwargs=None, labels=None, label_kwargs=None, max_n_ticks=5, use_math_text=False, show_live=False, live_color='darkviolet', live_kwargs=None, span=N...	[ "def", "boundplot", "(", "results", ",", "dims", ",", "it", "=", "None", ",", "idx", "=", "None", ",", "prior_transform", "=", "None", ",", "periodic", "=", "None", ",", "ndraws", "=", "5000", ",", "color", "=", "'gray'", ",", "plot_kwargs", "=", "No...	40.880259	21.029126
def name(self, *args): ''' get/set the descriptive name text of this object. ''' if len(args): self.__name = args[0] else: return self.__name	[ "def", "name", "(", "self", ",", "*", "args", ")", ":", "if", "len", "(", "args", ")", ":", "self", ".", "__name", "=", "args", "[", "0", "]", "else", ":", "return", "self", ".", "__name" ]	24.75	19.5
def set_value_for_keypath(obj, path, new_value, preserve_child = False): """Set attribute value new_value at key path of start object obj. """ parts = path.split('.') last_part = len(parts) - 1 dst = obj for i, part in enumerate(parts): match = re.match(list_index_re, part) if ma...	[ "def", "set_value_for_keypath", "(", "obj", ",", "path", ",", "new_value", ",", "preserve_child", "=", "False", ")", ":", "parts", "=", "path", ".", "split", "(", "'.'", ")", "last_part", "=", "len", "(", "parts", ")", "-", "1", "dst", "=", "obj", "f...	37.483871	11.483871
def _get_digraph_char(self, cli): " Return `False`, or the Digraph symbol to be used. " if cli.quoted_insert: return '^' if cli.vi_state.waiting_for_digraph: if cli.vi_state.digraph_symbol1: return cli.vi_state.digraph_symbol1 return '?' ...	[ "def", "_get_digraph_char", "(", "self", ",", "cli", ")", ":", "if", "cli", ".", "quoted_insert", ":", "return", "'^'", "if", "cli", ".", "vi_state", ".", "waiting_for_digraph", ":", "if", "cli", ".", "vi_state", ".", "digraph_symbol1", ":", "return", "cli...	36.222222	12.666667
def set_banner(self, banner_type, value=None, default=False, disable=False): """Configures system banners Args: banner_type(str): banner to be changed (likely login or motd) value(str): value to set for the banner default (bool): Controls the use o...	[ "def", "set_banner", "(", "self", ",", "banner_type", ",", "value", "=", "None", ",", "default", "=", "False", ",", "disable", "=", "False", ")", ":", "command_string", "=", "\"banner %s\"", "%", "banner_type", "if", "default", "is", "True", "or", "disable...	40.708333	19.583333
def set_top_bar_color(self, index): """Set the color of the upper frame to the background color of the reftrack status :param index: the index :type index: :class:`QtGui.QModelIndex` :returns: None :rtype: None :raises: None """ dr = QtCore.Qt.ForegroundR...	[ "def", "set_top_bar_color", "(", "self", ",", "index", ")", ":", "dr", "=", "QtCore", ".", "Qt", ".", "ForegroundRole", "c", "=", "index", ".", "model", "(", ")", ".", "index", "(", "index", ".", "row", "(", ")", ",", "8", ",", "index", ".", "par...	39.571429	17.642857
def expand_on(self, col1, col2, rename1 = None, rename2 = None, drop = [], drop_collections = False): """ Returns a reshaped version of extractor's data, where unique combinations of values from col1 and col2 are given individual rows. Example function call from ``tidymbox``: ....	[ "def", "expand_on", "(", "self", ",", "col1", ",", "col2", ",", "rename1", "=", "None", ",", "rename2", "=", "None", ",", "drop", "=", "[", "]", ",", "drop_collections", "=", "False", ")", ":", "# Assumption 1: Expanded columns are either atomic are built in col...	43.467033	25.313187
def shared_blockchain_instance(self): """ This method will initialize ``SharedInstance.instance`` and return it. The purpose of this method is to have offer single default instance that can be reused by multiple classes. """ if not self._sharedInstance.instance: ...	[ "def", "shared_blockchain_instance", "(", "self", ")", ":", "if", "not", "self", ".", "_sharedInstance", ".", "instance", ":", "klass", "=", "self", ".", "get_instance_class", "(", ")", "self", ".", "_sharedInstance", ".", "instance", "=", "klass", "(", "*",...	52.666667	11.888889
def _invoke(task, args): '''Invoke a task with the appropriate args; return the remaining args.''' kwargs = task.defaults.copy() if task.kwargs: temp_kwargs, args = getopt.getopt(args, '', task.kwargs) temp_kwargs = _opts_to_dict(*temp_kwargs) kwargs.update(temp_kwargs) if task.args: for arg in task.args: ...	[ "def", "_invoke", "(", "task", ",", "args", ")", ":", "kwargs", "=", "task", ".", "defaults", ".", "copy", "(", ")", "if", "task", ".", "kwargs", ":", "temp_kwargs", ",", "args", "=", "getopt", ".", "getopt", "(", "args", ",", "''", ",", "task", ...	25	22.047619
def get(self, file_id: str) -> [typing.BinaryIO, str, datetime.datetime]: """Return the file identified by a file_id string, its file name and upload date.""" raise NotImplementedError("Downloading files for downloading files in FileStore has not been implemented yet.")	[ "def", "get", "(", "self", ",", "file_id", ":", "str", ")", "->", "[", "typing", ".", "BinaryIO", ",", "str", ",", "datetime", ".", "datetime", "]", ":", "raise", "NotImplementedError", "(", "\"Downloading files for downloading files in FileStore has not been implem...	94.666667	37.333333
def visitor(arg_type): """Decorator that creates a visitor method.""" def decorator(fn): declaring_class = _declaring_class(fn) _methods[(declaring_class, arg_type)] = fn # Replace all decorated methods with _visitor_impl return _visitor_impl return decorator	[ "def", "visitor", "(", "arg_type", ")", ":", "def", "decorator", "(", "fn", ")", ":", "declaring_class", "=", "_declaring_class", "(", "fn", ")", "_methods", "[", "(", "declaring_class", ",", "arg_type", ")", "]", "=", "fn", "# Replace all decorated methods wi...	26.909091	20.181818
def run(self, ket: State = None) -> State: """Compiles and runs a program. The optional program argument supplies the initial state and memory. Else qubits and classical bits start from zero states. """ if ket is None: qubits = self.qubits ket = zero_state...	[ "def", "run", "(", "self", ",", "ket", ":", "State", "=", "None", ")", "->", "State", ":", "if", "ket", "is", "None", ":", "qubits", "=", "self", ".", "qubits", "ket", "=", "zero_state", "(", "qubits", ")", "ket", "=", "self", ".", "_initilize", ...	30.210526	13.789474
def _AtNonLeaf(self, attr_value, path): """Makes dictionaries expandable when dealing with plists.""" if isinstance(attr_value, dict): for value in self.Expand(attr_value, path[1:]): yield value else: for v in objectfilter.ValueExpander._AtNonLeaf(self, attr_value, path): yield v	[ "def", "_AtNonLeaf", "(", "self", ",", "attr_value", ",", "path", ")", ":", "if", "isinstance", "(", "attr_value", ",", "dict", ")", ":", "for", "value", "in", "self", ".", "Expand", "(", "attr_value", ",", "path", "[", "1", ":", "]", ")", ":", "yi...	39.125	16.5
def _check_cmdline(data): ''' In some cases where there are an insane number of processes being created on a system a PID can get recycled or assigned to a non-Salt process. On Linux this fn checks to make sure the PID we are checking on is actually a Salt process. For non-Linux systems we punt...	[ "def", "_check_cmdline", "(", "data", ")", ":", "if", "not", "salt", ".", "utils", ".", "platform", ".", "is_linux", "(", ")", ":", "return", "True", "pid", "=", "data", ".", "get", "(", "'pid'", ")", "if", "not", "pid", ":", "return", "False", "if...	32	20.48
def easeInOutCirc(n): """A circular tween function that accelerates, reaches the midpoint, and then decelerates. Args: n (float): The time progress, starting at 0.0 and ending at 1.0. Returns: (float) The line progress, starting at 0.0 and ending at 1.0. Suitable for passing to getPointOnLine(...	[ "def", "easeInOutCirc", "(", "n", ")", ":", "_checkRange", "(", "n", ")", "n", "=", "n", "", "2", "if", "n", "<", "1", ":", "return", "-", "0.5", "", "(", "math", ".", "sqrt", "(", "1", "-", "n", "**", "2", ")", "-", "1", ")", "else", "...	30.3125	25
def check_entitlement(doi): """Check whether IP and credentials enable access to content for a doi. This function uses the entitlement endpoint of the Elsevier API to check whether an article is available to a given institution. Note that this feature of the API is itself not available for all institut...	[ "def", "check_entitlement", "(", "doi", ")", ":", "if", "doi", ".", "lower", "(", ")", ".", "startswith", "(", "'doi:'", ")", ":", "doi", "=", "doi", "[", "4", ":", "]", "url", "=", "'%s/%s'", "%", "(", "elsevier_entitlement_url", ",", "doi", ")", ...	44.055556	17.944444
def winsorize(row, min_percentile, max_percentile): """ This implementation is based on scipy.stats.mstats.winsorize """ a = row.copy() nan_count = isnan(row).sum() nonnan_count = a.size - nan_count # NOTE: argsort() sorts nans to the end of the array. idx = a.argsort() # Set value...	[ "def", "winsorize", "(", "row", ",", "min_percentile", ",", "max_percentile", ")", ":", "a", "=", "row", ".", "copy", "(", ")", "nan_count", "=", "isnan", "(", "row", ")", ".", "sum", "(", ")", "nonnan_count", "=", "a", ".", "size", "-", "nan_count",...	35.678571	20.964286
def read_frame(self): """ Read an AMQP frame. """ frame_type, channel, size = unpack('>BHI', self._read(7)) payload = self._read(size) ch = ord(self._read(1)) if ch == 206: # '\xce' return frame_type, channel, payload else: raise E...	[ "def", "read_frame", "(", "self", ")", ":", "frame_type", ",", "channel", ",", "size", "=", "unpack", "(", "'>BHI'", ",", "self", ".", "_read", "(", "7", ")", ")", "payload", "=", "self", ".", "_read", "(", "size", ")", "ch", "=", "ord", "(", "se...	31.416667	16.916667
def data_to_binary(self): """ :return: bytes """ return bytes([ COMMAND_CODE, self._wday, self._hour, self._min ])	[ "def", "data_to_binary", "(", "self", ")", ":", "return", "bytes", "(", "[", "COMMAND_CODE", ",", "self", ".", "_wday", ",", "self", ".", "_hour", ",", "self", ".", "_min", "]", ")" ]	19.3	14.9
def sanitize_cloud(cloud: str) -> str: """ Fix rare cloud layer issues """ if len(cloud) < 4: return cloud if not cloud[3].isdigit() and cloud[3] != '/': if cloud[3] == 'O': cloud = cloud[:3] + '0' + cloud[4:] # Bad "O": FEWO03 -> FEW003 else: # Move modifiers t...	[ "def", "sanitize_cloud", "(", "cloud", ":", "str", ")", "->", "str", ":", "if", "len", "(", "cloud", ")", "<", "4", ":", "return", "cloud", "if", "not", "cloud", "[", "3", "]", ".", "isdigit", "(", ")", "and", "cloud", "[", "3", "]", "!=", "'/'...	33.666667	13.5
def lis_to_bio_map(folder): """ Senators have a lis_id that is used in some places. That's dumb. Build a dict from lis_id to bioguide_id which every member of congress has. """ logger.info("Opening legislator csv for lis_dct creation") lis_dic = {} leg_path = "{0}/legislators.csv".format(fol...	[ "def", "lis_to_bio_map", "(", "folder", ")", ":", "logger", ".", "info", "(", "\"Opening legislator csv for lis_dct creation\"", ")", "lis_dic", "=", "{", "}", "leg_path", "=", "\"{0}/legislators.csv\"", ".", "format", "(", "folder", ")", "logger", ".", "info", ...	35.666667	13.533333
def intersect_3(self, second, third): """ Intersection routine for three inputs. Built out of the intersect, coalesce and play routines """ self.intersection(second) self.intersection(third) self.coalesce() return len(self)	[ "def", "intersect_3", "(", "self", ",", "second", ",", "third", ")", ":", "self", ".", "intersection", "(", "second", ")", "self", ".", "intersection", "(", "third", ")", "self", ".", "coalesce", "(", ")", "return", "len", "(", "self", ")" ]	27.555556	12
def _evaluate_objective_multiple(objective_function, arg_batch, batch_evaluate_objective): """Evaluates the objective function on a batch of points. If `batch_evaluate_objective` is True, returns `objective function(arg_batch)` else it maps the `objective_function` across the `...	[ "def", "_evaluate_objective_multiple", "(", "objective_function", ",", "arg_batch", ",", "batch_evaluate_objective", ")", ":", "n_points", "=", "tf", ".", "shape", "(", "input", "=", "arg_batch", ")", "[", "0", "]", "if", "batch_evaluate_objective", ":", "return",...	49.147059	24.088235
def json2lte(self, filename): """ convert json to lte return tuple of json, lte file content """ data_json = open(filename, 'r').read().strip() latins = lattice.Lattice(data_json) self.lattice_instance = latins self.all_beamlines = latins.getAllBl() ...	[ "def", "json2lte", "(", "self", ",", "filename", ")", ":", "data_json", "=", "open", "(", "filename", ",", "'r'", ")", ".", "read", "(", ")", ".", "strip", "(", ")", "latins", "=", "lattice", ".", "Lattice", "(", "data_json", ")", "self", ".", "lat...	38.421053	17.684211
def update_items(portal_type=None, uid=None, endpoint=None, **kw): """ update items 1. If the uid is given, the user wants to update the object with the data given in request body 2. If no uid is given, the user wants to update a bunch of objects. -> each record contains either an UID, path o...	[ "def", "update_items", "(", "portal_type", "=", "None", ",", "uid", "=", "None", ",", "endpoint", "=", "None", ",", "", "", "kw", ")", ":", "# disable CSRF", "req", ".", "disable_csrf_protection", "(", ")", "# the data to update", "records", "=", "req", ...	30.230769	20.666667
def decode_and_evaluate(self, checkpoint: Optional[int] = None, output_name: str = os.devnull) -> Dict[str, float]: """ Decodes data set and evaluates given a checkpoint. :param checkpoint: Checkpoint to load parameters from. :para...	[ "def", "decode_and_evaluate", "(", "self", ",", "checkpoint", ":", "Optional", "[", "int", "]", "=", "None", ",", "output_name", ":", "str", "=", "os", ".", "devnull", ")", "->", "Dict", "[", "str", ",", "float", "]", ":", "models", ",", "vocab_target"...	66.140625	32.515625
def delete_association(self, target, api_type=None, api_sub_type=None, unique_id=None): """ Deletes a association from a Indicator/Group/Victim Args: target: api_type: api_sub_type: unique_id: Returns: """ api_type = api_...	[ "def", "delete_association", "(", "self", ",", "target", ",", "api_type", "=", "None", ",", "api_sub_type", "=", "None", ",", "unique_id", "=", "None", ")", ":", "api_type", "=", "api_type", "or", "target", ".", "api_type", "api_sub_type", "=", "api_sub_type...	27.516129	19.516129
def nfa_determinization(nfa: dict) -> dict: """ Returns a DFA that reads the same language of the input NFA. Let A be an NFA, then there exists a DFA :math:`A_d` such that :math:`L(A_d) = L(A)`. Intuitively, :math:`A_d` collapses all possible runs of A on a given input word into one run over a larg...	[ "def", "nfa_determinization", "(", "nfa", ":", "dict", ")", "->", "dict", ":", "def", "state_name", "(", "s", ")", ":", "return", "str", "(", "set", "(", "sorted", "(", "s", ")", ")", ")", "dfa", "=", "{", "'alphabet'", ":", "nfa", "[", "'alphabet'...	35.666667	18.590909
def VersionPath(): """Returns a path to version.ini.""" # Try to get a version.ini. It should be in the resources if the code # was packed with "pip sdist". It will be 2 levels up from grr_response_core # if the code was installed via "pip install -e". version_ini = ( package.ResourcePath("grr-response...	[ "def", "VersionPath", "(", ")", ":", "# Try to get a version.ini. It should be in the resources if the code", "# was packed with \"pip sdist\". It will be 2 levels up from grr_response_core", "# if the code was installed via \"pip install -e\".", "version_ini", "=", "(", "package", ".", "R...	38	25
def build_vec(self): """build call validity vector for each device""" for item in all_calls: self.__dict__[item] = [] for dev in self.devices: for item in all_calls: if self.system.__dict__[dev].n == 0: val = False else...	[ "def", "build_vec", "(", "self", ")", ":", "for", "item", "in", "all_calls", ":", "self", ".", "__dict__", "[", "item", "]", "=", "[", "]", "for", "dev", "in", "self", ".", "devices", ":", "for", "item", "in", "all_calls", ":", "if", "self", ".", ...	36.083333	14.083333
def add_interval(self, precision=0): """ Adds an interval to :prop:intervals -> #str formatted time """ precision = precision or self.precision interval = round((self._stop - self._start), precision) self.intervals.append(interval) self._intervals_len += 1 ...	[ "def", "add_interval", "(", "self", ",", "precision", "=", "0", ")", ":", "precision", "=", "precision", "or", "self", ".", "precision", "interval", "=", "round", "(", "(", "self", ".", "_stop", "-", "self", ".", "_start", ")", ",", "precision", ")", ...	39.1	5.1
def synchronized(wrapped): """ Synchronization decorator. """ @functools.wraps(wrapped) def wrapper(args, kwargs): self = args[0] with self._lock: return wrapped(args, **kwargs) return wrapper	[ "def", "synchronized", "(", "wrapped", ")", ":", "@", "functools", ".", "wraps", "(", "wrapped", ")", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "self", "=", "args", "[", "0", "]", "with", "self", ".", "_lock", ":", "r...	23.3	17.1
def _prime_group_perm_caches(self): """ Prime the group cache and put them on the ``self.group``. In addition add a cache filled flag on ``self.group``. """ perm_cache = self._get_group_cached_perms() self.group._authority_perm_cache = perm_cache self.group._autho...	[ "def", "_prime_group_perm_caches", "(", "self", ")", ":", "perm_cache", "=", "self", ".", "_get_group_cached_perms", "(", ")", "self", ".", "group", ".", "_authority_perm_cache", "=", "perm_cache", "self", ".", "group", ".", "_authority_perm_cache_filled", "=", "T...	42.75	11.25
def strlimit (s, length=72): """If the length of the string exceeds the given limit, it will be cut off and three dots will be appended. @param s: the string to limit @type s: string @param length: maximum length @type length: non-negative integer @return: limited string, at most length+3 c...	[ "def", "strlimit", "(", "s", ",", "length", "=", "72", ")", ":", "assert", "length", ">=", "0", ",", "\"length limit must be a non-negative integer\"", "if", "not", "s", "or", "len", "(", "s", ")", "<=", "length", ":", "return", "s", "if", "length", "=="...	32.375	13.9375

def viewport(self) -> Tuple[int, int, int, int]: ''' tuple: The viewport of the window. ''' return self.wnd.viewport

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24.666667

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def encoding(encoding=True): """DEPRECATED: use pynvim.decode().""" if isinstance(encoding, str): encoding = True def dec(f): f._nvim_decode = encoding return f return dec

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def droit_d_accise(depense, droit_cn, consommation_cn, taux_plein_tva): """ Calcule le montant de droit d'accise sur un volume de dépense payé pour le poste adéquat. """ return depense * ((1 + taux_plein_tva) * droit_cn) / (consommation_cn - (1 + taux_plein_tva) * droit_cn)

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def _adjust_sell_amount(self, stock_code, amount): """ 根据实际持仓值计算雪球卖出股数因为雪球的交易指令是基于持仓百分比，在取近似值的情况下可能出现不精确的问题。导致如下情况的产生，计算出的指令为买入 1049 股，取近似值买入 1000 股。而卖出的指令计算出为卖出 1051 股，取近似值卖出 1100 股，超过 1000 股的买入量，导致卖出失败 :param stock_code: 证券代码 :type stock_code: str ...

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33.375

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def _make_ta_service_dict(self): """ Build our service and limits dict. This is laid out identical to ``self.all_services``, but keys limits by their ``ta_service_name`` and ``ta_limit_name`` properties. :return: dict of TA service names to TA limit names to AwsLimit objects. ...

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42.0625

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def _GetLineNumbers(code_object): """Generator for getting the line numbers of a code object. Args: code_object: the code object. Yields: The next line number in the code object. """ # Get the line number deltas, which are the odd number entries, from the # lnotab. See # https://svn.python.org/p...

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def new_datetime(d): """ Generate a safe datetime from a datetime.date or datetime.datetime object. """ kw = [d.year, d.month, d.day] if isinstance(d, real_datetime): kw.extend([d.hour, d.minute, d.second, d.microsecond, d.tzinfo]) return datetime(*kw)

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34.625

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def find(self, path, match, flags): """ find every matching child path under path """ try: match = re.compile(match, flags) except sre_constants.error as ex: print("Bad regexp: %s" % (ex)) return offset = len(path) for cpath in Tree(self, path...

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32.5

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def _check_valid_data(self, data): """Checks that the given data is a float array with one channel. Parameters ---------- data : :obj:`numpy.ndarray` The data to check. Raises ------ ValueError If the data is invalid. """ ...

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31.714286

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def distance(x,y): """[summary] HELPER-FUNCTION calculates the (eulidean) distance between vector x and y. Arguments: x {[tuple]} -- [vector] y {[tuple]} -- [vector] """ assert len(x) == len(y), "The vector must have same length" result = () sum = 0 for i in range(le...

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def parse_chromosome_string(job, chromosome_string): """ Parse a chromosome string into a list. :param chromosome_string: Input chromosome string :return: list of chromosomes to handle :rtype: list """ if chromosome_string is None: return [] else: assert isinstance(chrom...

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def fof(self, linkinglength, out=None, method='splay'): """ Friend-of-Friend clustering with linking length. Returns: the label """ if out is None: out = numpy.empty(self.size, dtype='intp') return _core.KDNode.fof(self, linkinglength, out, method)

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def flush_synced(self, index=None, params=None): """ Perform a normal flush, then add a generated unique marker (sync_id) to all shards. `<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-synced-flush.html>`_ :arg index: A comma-separated list of index names; use `...

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55.263158

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def _pfp__snapshot(self, recurse=True): """Save off the current value of the field """ super(Struct, self)._pfp__snapshot(recurse=recurse) if recurse: for child in self._pfp__children: child._pfp__snapshot(recurse=recurse)

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def _get_descendent_cat_idstrs(self, cat_id, hierarchy_session=None): """Recursively returns a list of all descendent catalog ids, inclusive""" def get_descendent_ids(h_session): idstr_list = [str(cat_id)] if h_session is None: pkg_name = cat_id.get_identifier_nam...

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def send_batch(messages, api_key=None, secure=None, test=None, **request_args): '''Send a batch of messages. :param messages: Messages to send. :type message: A list of `dict` or :class:`Message` :param api_key: Your Postmark API key. Required, if `test` is not `True`. :param secure: Use the https ...

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def slugify(value): """ Normalizes string, converts to lowercase, removes non-alpha characters, and converts spaces to hyphens to have nice filenames. From Django's "django/template/defaultfilters.py". >>> slugify("El pingüino Wenceslao hizo kilómetros bajo exhaustiva lluvia y frío, añoraba a su q...

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def config_cmd(): """Configuration handling. Other Parameters: conf.config """ if not (conf.common.config or conf.config.create or conf.config.create_local or conf.config.update or conf.config.edit): config_pp(conf.sections_()) loam.tools.config_cmd_handler(c...

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def playlist(netease, name, id): """Download a playlist's songs by id.""" if name: netease.download_playlist_by_search(name) if id: netease.download_playlist_by_id(id, 'playlist'+str(id))

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def get_date_data(self, date_string, date_formats=None): """ Parse string representing date and/or time in recognizable localized formats. Supports parsing multiple languages and timezones. :param date_string: A string representing date and/or time in a recognizably valid fo...

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def delete(self, **args): ''' Delete a gist by gistname/gistID ''' if 'name' in args: self.gist_name = args['name'] self.gist_id = self.getMyID(self.gist_name) elif 'id' in args: self.gist_id = args['id'] else: raise Exception('Provide GistName to delete') url = 'gists' if self.gist_id: ...

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def list_inputs(self): """Return a string listing all the Step's input names and their types. The types are returned in a copy/pastable format, so if the type is `string`, `'string'` (with single quotes) is returned. Returns: str containing all input names and types. ...

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def get_group_policy(self, group_name, policy_name): """ Retrieves the specified policy document for the specified group. :type group_name: string :param group_name: The name of the group the policy is associated with. :type policy_name: string :param policy_name: The p...

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def folder_shared_message(self, request, user, folder): """ Send messages.success message after successful share. """ messages.success(request, _("Folder {} is now shared with {}".format(folder, user)))

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def from_file( cls, filename ): """ Create a VASPMeta object by reading a `vaspmeta.yaml` file Args: filename (Str): filename to read in. Returns: (vasppy.VASPMeta): the VASPMeta object """ with open( filename, 'r' ) as stream: data =...

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def partial(cls, id, token, *, adapter): """Creates a partial :class:`Webhook`. A partial webhook is just a webhook object with an ID and a token. Parameters ----------- id: :class:`int` The ID of the webhook. token: :class:`str` The authenticati...

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def _get_running_apps(self, instance, requests_config): """ Determine what mode was specified """ tags = instance.get('tags', []) if tags is None: tags = [] master_address = self._get_master_address(instance) # Get the cluster name from the instance co...

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22.368421

def cleanup_on_delete(self, sender, document, **kwargs): ''' Clean up slug redirections on object deletion ''' if not self.follow or sender is not self.owner_document: return slug = getattr(document, self.db_field) namespace = self.owner_document.__name__ ...

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42.111111

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def set_visual_style(self, full_screen_style=False): """ Sets the Application visual style. :param full_screen_style: Use fullscreen stylesheet file. :type full_screen_style: bool :return: Method success. :rtype: bool """ LOGGER.debug("> Setting Applicat...

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55.915254

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def from_response(response, body): """ Return an instance of a ClientException or subclass based on an httplib2 response. Usage:: resp, body = http.request(...) if resp.status_code != 200: raise exception_from_response(resp, body) """ if isinstance(response, dict): ...

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30.926829

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def leland94(V, s, r, a, t, C=None, d=None, PosEq=False): """Leland94 Capital Structure model, Corporate Bond valuation model Parameters: ----------- V : float Asset Value of the unlevered firm s : float Volatility s of the asset value V of the unlevered firm r : float ...

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28.125

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def keybd_event(bVk: int, bScan: int, dwFlags: int, dwExtraInfo: int) -> None: """keybd_event from Win32.""" ctypes.windll.user32.keybd_event(bVk, bScan, dwFlags, dwExtraInfo)

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60.333333

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def fit_mcmc(self,nwalkers=300,nburn=200,niter=100, p0=None,initial_burn=None, ninitial=100, loglike_kwargs=None, **kwargs): """Fits stellar model using MCMC. :param nwalkers: (optional) Number of walkers to pass to :class:`emcee.EnsembleSa...

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39.646465

20.737374

def check_multi_dimensional_coords(self, ds): ''' Checks that no multidimensional coordinate shares a name with its dimensions. Chapter 5 paragraph 4 We recommend that the name of a [multidimensional coordinate] should not match the name of any of its dimensions. ...

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35.206897

24.103448

def _do_http(opts, profile='default'): ''' Make the http request and return the data ''' ret = {} url = __salt__['config.get']('modjk:{0}:url'.format(profile), '') user = __salt__['config.get']('modjk:{0}:user'.format(profile), '') passwd = __salt__['config.get']('modjk:{0}:pass'.format(pr...

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31.833333

25.766667

def find_all(query: Query=None) -> List['ApiKey']: """ List all API keys. """ return [ApiKey.from_db(key) for key in db.get_keys(query)]

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32.8

10

def changes_since(self, domain, date_or_datetime): """ Gets the changes for a domain since the specified date/datetime. The date can be one of: - a Python datetime object - a Python date object - a string in the format 'YYYY-MM-YY HH:MM:SS' - a str...

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42.724138

13

def get_volume(self): """Get the current volume.""" self.request(EP_GET_VOLUME) return 0 if self.last_response is None else self.last_response.get('payload').get('volume')

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48

20.75

def delay(self): '''How long to wait before the next check''' if self._last_checked: return self._interval - (time.time() - self._last_checked) return self._interval

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39.4

17.4

def pre_order(root): # type: (Nonterminal) -> Generator """ Perform pre-order traversing. Expects tree like structure. Traverse in DFS fashion. :param root: Root tree of the parsed tree. :return: Sequence of nodes to traverse. """ def traverse_rule(item, ...

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31.818182

17.181818

def command(self, dbname, spec, slave_ok=False, read_preference=ReadPreference.PRIMARY, codec_options=DEFAULT_CODEC_OPTIONS, check=True, allowable_errors=None, check_keys=False, read_concern=None, write_concern=None, parse_w...

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49.686047

18.313953

def get_plugin_info(plugin): """ Fetch information about the given package on PyPI and return it as a dict. If the package cannot be found on PyPI, :exc:`NameError` will be raised. """ url = 'https://pypi.python.org/pypi/{}/json'.format(plugin) try: resp = request.urlopen(url) excep...

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31.758621

22.862069

def parse_consumer_offsets(cls, json_file): """Parse current offsets from json-file.""" with open(json_file, 'r') as consumer_offsets_json: try: parsed_offsets = {} parsed_offsets_data = json.load(consumer_offsets_json) # Create new dict with p...

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50.190476

19.761905

def weights(self, matrix_id=0): """ Return the frame for the respective weight matrix. :param: matrix_id: an integer, ranging from 0 to number of layers, that specifies the weight matrix to return. :returns: an H2OFrame which represents the weight matrix identified by matrix_id ...

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49.875

29.375

def dframe(self, dimensions=None, multi_index=False): """Convert dimension values to DataFrame. Returns a pandas dataframe of columns along each dimension, either completely flat or indexed by key dimensions. Args: dimensions: Dimensions to return as columns mul...

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39.166667

22.75

def require(self, name): """Return the value of the requested parameter or raise an error.""" value = self.get(name) if value is None: raise TypeError( "{0} requires the parameter '{1}'.".format( self.__class__, name ) )...

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33.2

14.2

async def start(self): """Start the websocket server. When this method returns, the websocket server will be running and the port property of this class will have its assigned port number. This method should be called only once in the lifetime of the server and must be paired w...

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35.545455

25.681818

def get_or_create(self, **kwargs): """ Looks up an object with the given kwargs, creating one if necessary. Returns a tuple of (object, created), where created is a boolean specifying whether an object was created. """ model = self.get(**kwargs) is_c...

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28.578947

19.105263

def detect_log_config(arguments): """ Detect access log config (path and format) of nginx. Offer user to select if multiple access logs are detected. :return: path and format of detected / selected access log """ config = arguments['--config'] if config is None: config = detect_config_pa...

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45.363636

20.575758

def _show(self): """ Return a list of unsorted bridge details. """ p = _runshell([brctlexe, 'show', self.name], "Could not show %s." % self.name) return p.stdout.read().split()[7:]

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42.6

8.6

def _get_choices(self, gandi): """ Internal method to get choices list """ image_list = [] for item in gandi.image.list(): label = item['label'] if item['visibility'] == 'deprecated': label = '*%s' % label image_list.append(label) disk_...

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42.7

10

def user(self) -> str: """Generate a random user. :return: Path to user. :Example: /home/oretha """ user = self.random.choice(USERNAMES) user = user.capitalize() if 'win' in self.platform else user.lower() return str(self._pathlib_home / user)

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27.545455

17.454545

def read_namespaced_replication_controller_scale(self, name, namespace, **kwargs): # noqa: E501 """read_namespaced_replication_controller_scale # noqa: E501 read scale of the specified ReplicationController # noqa: E501 This method makes a synchronous HTTP request by default. To make an ...

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54.913043

29.086957

def move(self, path, dest): """ Use snakebite.rename, if available. :param path: source file(s) :type path: either a string or sequence of strings :param dest: destination file (single input) or directory (multiple) :type dest: string :return: list of renamed ite...

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37.5

12.125

def log(self, n=None, template=None): """ Run the repository log command Returns: str: output of log command (``bzr log -l <n>``) """ cmd = ['bzr', 'log'] if n: cmd.append('-l%d' % n) return self.sh(cmd, shell=False)

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26.090909

12.090909

def _drop_indices(self): """Drops the database indices relating to n-grams.""" self._logger.info('Dropping database indices') self._conn.execute(constants.DROP_TEXTNGRAM_INDEX_SQL) self._logger.info('Finished dropping database indices')

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52.8

15

def segment_to_line(document, coords): "polyline with 2 vertices using <line> tag" return setattribs( document.createElement('line'), x1 = coords[0], y1 = coords[1], x2 = coords[2], y2 = coords[3], )

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22.666667

18.222222

async def main_loop(loop, password, user, ip): # pylint: disable=invalid-name """Main loop.""" async with aiohttp.ClientSession(loop=loop) as session: VAR['sma'] = pysma.SMA(session, ip, password=password, group=user) await VAR['sma'].new_session() if VAR['sma'].sma_sid is None: ...

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32.347826

16.26087

def build_reverse_dictionary(word_to_id): """Given a dictionary that maps word to integer id. Returns a reverse dictionary that maps a id to word. Parameters ---------- word_to_id : dictionary that maps word to ID. Returns -------- dictionary A dictionary that maps IDs ...

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25.117647

20.294118

def cp_objectinfo_worker(task): '''This is a parallel worker for `parallel_update_cp_objectinfo`. Parameters ---------- task : tuple - task[0] = checkplot pickle file - task[1] = kwargs Returns ------- str The name of the checkplot file that was updated. None if t...

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19.827586

27.758621

def _rest_request_to_json(self, address, object_path, service_name, requests_config, tags, *args, **kwargs): """ Query the given URL and return the JSON response """ response = self._rest_request(address, object_path, service_name, requests_config, tags, *args, **kwargs) try: ...

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35.368421

23.473684

def redirectLoggerStreamHandlers(oldStream, newStream): """Redirect the stream of a stream handler to a different stream """ for handler in list(logger.handlers): #Remove old handlers if handler.stream == oldStream: handler.close() logger.removeHandler(handler) for handle...

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43.363636

10.727273

def earthsun_distance(moment): r'''Calculates the distance between the earth and the sun as a function of date and time. Uses the Reda and Andreas (2004) model described in [1]_, originally incorporated into the excellent `pvlib library <https://github.com/pvlib/pvlib-python>`_ Parameters ...

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34.982143

26.303571

def set_indent(TokenClass, implicit=False): """Set the previously saved indentation level.""" def callback(lexer, match, context): text = match.group() if context.indent < context.next_indent: context.indent_stack.append(context.indent) context.indent = context.next_inden...

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40

8.25

def recorded(self): """Return if the stream is a recording.""" if self.tune and self.tune.get('@src'): return True if self.tune.get('@src').startswith('mbr') else False else: raise PyMediaroomError("No information in <node> about @src")

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46.5

20.833333

def _definition_equivalent_to_call(definition, call): """Check if a definition signature is equivalent to a call.""" if definition.kwargs: same_kw_variadics = definition.kwargs in call.starred_kws else: same_kw_variadics = not call.starred_kws if definition.varargs: same_args_var...

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35.942857

17.6

def boundplot(results, dims, it=None, idx=None, prior_transform=None, periodic=None, ndraws=5000, color='gray', plot_kwargs=None, labels=None, label_kwargs=None, max_n_ticks=5, use_math_text=False, show_live=False, live_color='darkviolet', live_kwargs=None, span=N...

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40.880259

21.029126

def name(self, *args): ''' get/set the descriptive name text of this object. ''' if len(args): self.__name = args[0] else: return self.__name

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24.75

19.5

def set_value_for_keypath(obj, path, new_value, preserve_child = False): """Set attribute value new_value at key path of start object obj. """ parts = path.split('.') last_part = len(parts) - 1 dst = obj for i, part in enumerate(parts): match = re.match(list_index_re, part) if ma...

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37.483871

11.483871

def _get_digraph_char(self, cli): " Return `False`, or the Digraph symbol to be used. " if cli.quoted_insert: return '^' if cli.vi_state.waiting_for_digraph: if cli.vi_state.digraph_symbol1: return cli.vi_state.digraph_symbol1 return '?' ...

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36.222222

12.666667

def set_banner(self, banner_type, value=None, default=False, disable=False): """Configures system banners Args: banner_type(str): banner to be changed (likely login or motd) value(str): value to set for the banner default (bool): Controls the use o...

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40.708333

19.583333

def set_top_bar_color(self, index): """Set the color of the upper frame to the background color of the reftrack status :param index: the index :type index: :class:`QtGui.QModelIndex` :returns: None :rtype: None :raises: None """ dr = QtCore.Qt.ForegroundR...

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def expand_on(self, col1, col2, rename1 = None, rename2 = None, drop = [], drop_collections = False): """ Returns a reshaped version of extractor's data, where unique combinations of values from col1 and col2 are given individual rows. Example function call from ``tidymbox``: ....

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def shared_blockchain_instance(self): """ This method will initialize ``SharedInstance.instance`` and return it. The purpose of this method is to have offer single default instance that can be reused by multiple classes. """ if not self._sharedInstance.instance: ...

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def _invoke(task, args): '''Invoke a task with the appropriate args; return the remaining args.''' kwargs = task.defaults.copy() if task.kwargs: temp_kwargs, args = getopt.getopt(args, '', task.kwargs) temp_kwargs = _opts_to_dict(*temp_kwargs) kwargs.update(temp_kwargs) if task.args: for arg in task.args: ...

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def get(self, file_id: str) -> [typing.BinaryIO, str, datetime.datetime]: """Return the file identified by a file_id string, its file name and upload date.""" raise NotImplementedError("Downloading files for downloading files in FileStore has not been implemented yet.")

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def visitor(arg_type): """Decorator that creates a visitor method.""" def decorator(fn): declaring_class = _declaring_class(fn) _methods[(declaring_class, arg_type)] = fn # Replace all decorated methods with _visitor_impl return _visitor_impl return decorator

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def run(self, ket: State = None) -> State: """Compiles and runs a program. The optional program argument supplies the initial state and memory. Else qubits and classical bits start from zero states. """ if ket is None: qubits = self.qubits ket = zero_state...

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30.210526

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def _AtNonLeaf(self, attr_value, path): """Makes dictionaries expandable when dealing with plists.""" if isinstance(attr_value, dict): for value in self.Expand(attr_value, path[1:]): yield value else: for v in objectfilter.ValueExpander._AtNonLeaf(self, attr_value, path): yield v

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39.125

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def _check_cmdline(data): ''' In some cases where there are an insane number of processes being created on a system a PID can get recycled or assigned to a non-Salt process. On Linux this fn checks to make sure the PID we are checking on is actually a Salt process. For non-Linux systems we punt...

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def easeInOutCirc(n): """A circular tween function that accelerates, reaches the midpoint, and then decelerates. Args: n (float): The time progress, starting at 0.0 and ending at 1.0. Returns: (float) The line progress, starting at 0.0 and ending at 1.0. Suitable for passing to getPointOnLine(...

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30.3125

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def check_entitlement(doi): """Check whether IP and credentials enable access to content for a doi. This function uses the entitlement endpoint of the Elsevier API to check whether an article is available to a given institution. Note that this feature of the API is itself not available for all institut...

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44.055556

17.944444

def winsorize(row, min_percentile, max_percentile): """ This implementation is based on scipy.stats.mstats.winsorize """ a = row.copy() nan_count = isnan(row).sum() nonnan_count = a.size - nan_count # NOTE: argsort() sorts nans to the end of the array. idx = a.argsort() # Set value...

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35.678571

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def read_frame(self): """ Read an AMQP frame. """ frame_type, channel, size = unpack('>BHI', self._read(7)) payload = self._read(size) ch = ord(self._read(1)) if ch == 206: # '\xce' return frame_type, channel, payload else: raise E...

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31.416667

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def data_to_binary(self): """ :return: bytes """ return bytes([ COMMAND_CODE, self._wday, self._hour, self._min ])

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19.3

14.9

def sanitize_cloud(cloud: str) -> str: """ Fix rare cloud layer issues """ if len(cloud) < 4: return cloud if not cloud[3].isdigit() and cloud[3] != '/': if cloud[3] == 'O': cloud = cloud[:3] + '0' + cloud[4:] # Bad "O": FEWO03 -> FEW003 else: # Move modifiers t...

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33.666667

13.5

def lis_to_bio_map(folder): """ Senators have a lis_id that is used in some places. That's dumb. Build a dict from lis_id to bioguide_id which every member of congress has. """ logger.info("Opening legislator csv for lis_dct creation") lis_dic = {} leg_path = "{0}/legislators.csv".format(fol...

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35.666667

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def intersect_3(self, second, third): """ Intersection routine for three inputs. Built out of the intersect, coalesce and play routines """ self.intersection(second) self.intersection(third) self.coalesce() return len(self)

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27.555556

12

def _evaluate_objective_multiple(objective_function, arg_batch, batch_evaluate_objective): """Evaluates the objective function on a batch of points. If `batch_evaluate_objective` is True, returns `objective function(arg_batch)` else it maps the `objective_function` across the `...

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49.147059

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def json2lte(self, filename): """ convert json to lte return tuple of json, lte file content """ data_json = open(filename, 'r').read().strip() latins = lattice.Lattice(data_json) self.lattice_instance = latins self.all_beamlines = latins.getAllBl() ...

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38.421053

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def update_items(portal_type=None, uid=None, endpoint=None, **kw): """ update items 1. If the uid is given, the user wants to update the object with the data given in request body 2. If no uid is given, the user wants to update a bunch of objects. -> each record contains either an UID, path o...

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30.230769

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def decode_and_evaluate(self, checkpoint: Optional[int] = None, output_name: str = os.devnull) -> Dict[str, float]: """ Decodes data set and evaluates given a checkpoint. :param checkpoint: Checkpoint to load parameters from. :para...

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66.140625

32.515625

def delete_association(self, target, api_type=None, api_sub_type=None, unique_id=None): """ Deletes a association from a Indicator/Group/Victim Args: target: api_type: api_sub_type: unique_id: Returns: """ api_type = api_...

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27.516129

19.516129

def nfa_determinization(nfa: dict) -> dict: """ Returns a DFA that reads the same language of the input NFA. Let A be an NFA, then there exists a DFA :math:`A_d` such that :math:`L(A_d) = L(A)`. Intuitively, :math:`A_d` collapses all possible runs of A on a given input word into one run over a larg...

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35.666667

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def VersionPath(): """Returns a path to version.ini.""" # Try to get a version.ini. It should be in the resources if the code # was packed with "pip sdist". It will be 2 levels up from grr_response_core # if the code was installed via "pip install -e". version_ini = ( package.ResourcePath("grr-response...

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38

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def build_vec(self): """build call validity vector for each device""" for item in all_calls: self.__dict__[item] = [] for dev in self.devices: for item in all_calls: if self.system.__dict__[dev].n == 0: val = False else...

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36.083333

14.083333

def add_interval(self, precision=0): """ Adds an interval to :prop:intervals -> #str formatted time """ precision = precision or self.precision interval = round((self._stop - self._start), precision) self.intervals.append(interval) self._intervals_len += 1 ...

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39.1

5.1

def synchronized(wrapped): """ Synchronization decorator. """ @functools.wraps(wrapped) def wrapper(*args, **kwargs): self = args[0] with self._lock: return wrapped(*args, **kwargs) return wrapper

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23.3

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def _prime_group_perm_caches(self): """ Prime the group cache and put them on the ``self.group``. In addition add a cache filled flag on ``self.group``. """ perm_cache = self._get_group_cached_perms() self.group._authority_perm_cache = perm_cache self.group._autho...

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42.75

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def strlimit (s, length=72): """If the length of the string exceeds the given limit, it will be cut off and three dots will be appended. @param s: the string to limit @type s: string @param length: maximum length @type length: non-negative integer @return: limited string, at most length+3 c...

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32.375

13.9375