kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def MessageToJson(message, including_default_value_fields=False, preserving_proto_field_name=False): """Converts protobuf message to JSON format. Args: message: The protocol buffers message instance to serialize. including_default_value_fields: If True, singular primitiv...	[ "def", "MessageToJson", "(", "message", ",", "including_default_value_fields", "=", "False", ",", "preserving_proto_field_name", "=", "False", ")", ":", "printer", "=", "_Printer", "(", "including_default_value_fields", ",", "preserving_proto_field_name", ")", "return", ...	43.619048	20.904762
def tobytes( self, root=None, encoding='UTF-8', doctype=None, canonicalized=True, xml_declaration=True, pretty_print=True, with_comments=True, ): """return the content of the XML document as a byte string suitable for writing""" ...	[ "def", "tobytes", "(", "self", ",", "root", "=", "None", ",", "encoding", "=", "'UTF-8'", ",", "doctype", "=", "None", ",", "canonicalized", "=", "True", ",", "xml_declaration", "=", "True", ",", "pretty_print", "=", "True", ",", "with_comments", "=", "T...	32.291667	14.666667
def summarize_crud_mutation(method, model, isAsync=False): """ This function provides the standard form for crud mutations. """ # create the approrpriate action type action_type = get_crud_action(method=method, model=model) # the name of the mutation name = crud_mutation_name(model=mode...	[ "def", "summarize_crud_mutation", "(", "method", ",", "model", ",", "isAsync", "=", "False", ")", ":", "# create the approrpriate action type", "action_type", "=", "get_crud_action", "(", "method", "=", "method", ",", "model", "=", "model", ")", "# the name of the m...	30.676471	13.617647
def merge_global_options(self, needs_info): """Add all global defined options to needs_info""" global_options = getattr(self.env.app.config, 'needs_global_options', None) if global_options is None: return for key, value in global_options.items(): # If key already...	[ "def", "merge_global_options", "(", "self", ",", "needs_info", ")", ":", "global_options", "=", "getattr", "(", "self", ".", "env", ".", "app", ".", "config", ",", "'needs_global_options'", ",", "None", ")", "if", "global_options", "is", "None", ":", "return...	41.166667	21.166667
def build_authorization_endpoint(self, request, disable_sso=None): """ This function returns the ADFS authorization URL. Args: request(django.http.request.HttpRequest): A django Request object disable_sso(bool): Whether to disable single sign-on and force the ADFS server...	[ "def", "build_authorization_endpoint", "(", "self", ",", "request", ",", "disable_sso", "=", "None", ")", ":", "self", ".", "load_config", "(", ")", "redirect_to", "=", "request", ".", "GET", ".", "get", "(", "REDIRECT_FIELD_NAME", ",", "None", ")", "if", ...	39.516129	21.258065
def prt_gos_flat(self, prt): """Print flat GO list.""" prtfmt = self.datobj.kws['fmtgo'] _go2nt = self.sortobj.grprobj.go2nt go2nt = {go:_go2nt[go] for go in self.go2nt} prt.write("\n{N} GO IDs:\n".format(N=len(go2nt))) _sortby = self._get_sortgo() for ntgo in sor...	[ "def", "prt_gos_flat", "(", "self", ",", "prt", ")", ":", "prtfmt", "=", "self", ".", "datobj", ".", "kws", "[", "'fmtgo'", "]", "_go2nt", "=", "self", ".", "sortobj", ".", "grprobj", ".", "go2nt", "go2nt", "=", "{", "go", ":", "_go2nt", "[", "go",...	44.444444	8.777778
def configure_discord_logger( self, discord_webhook=None, discord_recipient=None, log_level='ERROR', log_format=ReportingFormats.PRETTY_PRINT.value, custom_args='' ): """logger for sending messages to Discord. Easy way to alert humans ...	[ "def", "configure_discord_logger", "(", "self", ",", "discord_webhook", "=", "None", ",", "discord_recipient", "=", "None", ",", "log_level", "=", "'ERROR'", ",", "log_format", "=", "ReportingFormats", ".", "PRETTY_PRINT", ".", "value", ",", "custom_args", "=", ...	36.633333	19.683333
def writeXYCatalog(self,filename): """ Write out the X,Y catalog to a file """ if self.xypos is None: warnstr = textutil.textbox( 'WARNING: \n No X,Y source catalog to write to file. ') for line in warnstr.split('\n'): log.warning(line) ...	[ "def", "writeXYCatalog", "(", "self", ",", "filename", ")", ":", "if", "self", ".", "xypos", "is", "None", ":", "warnstr", "=", "textutil", ".", "textbox", "(", "'WARNING: \\n No X,Y source catalog to write to file. '", ")", "for", "line", "in", "warnstr", "....	36.115385	17.807692
def resolve_post(self, post): """Mark post as resolved :type post: dict\|str\|int :param post: Either the post dict returned by another API method, or the `cid` field of that post. :returns: True if it is successful. False otherwise """ try: cid = ...	[ "def", "resolve_post", "(", "self", ",", "post", ")", ":", "try", ":", "cid", "=", "post", "[", "\"id\"", "]", "except", "KeyError", ":", "cid", "=", "post", "params", "=", "{", "\"cid\"", ":", "cid", ",", "\"resolved\"", ":", "\"true\"", "}", "retur...	26.368421	19.052632
def _get_uncolored_output(self, script, value): """ Creates an uncolored output. :param bytes script: The output script. :param int value: The satoshi value of the output. :return: An object representing the uncolored output. :rtype: TransactionOutput """ ...	[ "def", "_get_uncolored_output", "(", "self", ",", "script", ",", "value", ")", ":", "if", "value", "<", "self", ".", "_dust_amount", ":", "raise", "DustOutputError", "return", "bitcoin", ".", "core", ".", "CTxOut", "(", "value", ",", "bitcoin", ".", "core"...	34.230769	14.230769
def _check_auth_handler(self, request: Dict[str, Any]): """用于验证客户端是否有权限调服务. 如果服务端有验证信息,则会根据验证信息判断是否合法 + 如果合法,那么返回一条信息用于响应验证请求 + 如果不合法,那么返回验证错误如果服务端没有验证信息 + 如果验证信息都为空,直接返回响应 + 如果信息不为空,那么返回验证错误 Parameters: request (Dict[str, Any]): - python字典...	[ "def", "_check_auth_handler", "(", "self", ",", "request", ":", "Dict", "[", "str", ",", "Any", "]", ")", ":", "a_username", "=", "request", ".", "get", "(", "\"AUTH\"", ")", ".", "get", "(", "\"USERNAME\"", ")", "a_password", "=", "request", ".", "get...	35.188679	18.358491
def walk_regularity_symmetry(self, data_frame): """ This method extracts the step and stride regularity and also walk symmetry. :param data_frame: The data frame. It should have x, y, and z columns. :type data_frame: pandas.DataFrame :return step_regularity: Reg...	[ "def", "walk_regularity_symmetry", "(", "self", ",", "data_frame", ")", ":", "def", "_symmetry", "(", "v", ")", ":", "maxtab", ",", "_", "=", "peakdet", "(", "v", ",", "self", ".", "delta", ")", "return", "maxtab", "[", "1", "]", "[", "1", "]", ","...	56.548387	34.322581
def spkltc(targ, et, ref, abcorr, stobs): """ Return the state (position and velocity) of a target body relative to an observer, optionally corrected for light time, expressed relative to an inertial reference frame. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkltc_c.html :param ...	[ "def", "spkltc", "(", "targ", ",", "et", ",", "ref", ",", "abcorr", ",", "stobs", ")", ":", "assert", "len", "(", "stobs", ")", "==", "6", "targ", "=", "stypes", ".", "c_int", "(", "targ", ")", "et", "=", "ctypes", ".", "c_double", "(", "et", "...	36.057143	15.371429
def Ping(self, request, context): """ Invoke the Server health endpoint :param request: Empty :param context: the request context :return: Status message 'alive' """ status = processor_pb2.Status() status.message='alive' return status	[ "def", "Ping", "(", "self", ",", "request", ",", "context", ")", ":", "status", "=", "processor_pb2", ".", "Status", "(", ")", "status", ".", "message", "=", "'alive'", "return", "status" ]	29.8	5.2
def under_variable_scope(): """ Returns: A decorator which makes the function happen under a variable scope, which is named by the function itself. Example: .. code-block:: python @under_variable_scope() def mid_level(x): with argscope(Conv2D, kernel_shape=...	[ "def", "under_variable_scope", "(", ")", ":", "def", "_impl", "(", "func", ")", ":", "@", "functools", ".", "wraps", "(", "func", ")", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "name", "=", "func", ".", "__name__", "wit...	25.814815	18.62963
def description(self): """ Cursor description, see http://legacy.python.org/dev/peps/pep-0249/#description """ if self._session is None: return None res = self._session.res_info if res: return res.description else: return None	[ "def", "description", "(", "self", ")", ":", "if", "self", ".", "_session", "is", "None", ":", "return", "None", "res", "=", "self", ".", "_session", ".", "res_info", "if", "res", ":", "return", "res", ".", "description", "else", ":", "return", "None" ...	30.1	12.1
def dispatch_on(*dispatch_args): """ Factory of decorators turning a function into a generic function dispatching on the given arguments. """ assert dispatch_args, 'No dispatch args passed' dispatch_str = '(%s,)' % ', '.join(dispatch_args) def check(arguments, wrong=operator.ne, msg=''): ...	[ "def", "dispatch_on", "(", "*", "dispatch_args", ")", ":", "assert", "dispatch_args", ",", "'No dispatch args passed'", "dispatch_str", "=", "'(%s,)'", "%", "', '", ".", "join", "(", "dispatch_args", ")", "def", "check", "(", "arguments", ",", "wrong", "=", "o...	35.563107	16.485437
def _get_instance_attributes(self): """Return a generator for instance attributes' name and value. .. code-block:: python3 for _name, _value in self._get_instance_attributes(): print("attribute name: {}".format(_name)) print("attribute value: {}".format(_val...	[ "def", "_get_instance_attributes", "(", "self", ")", ":", "for", "name", ",", "value", "in", "self", ".", "__dict__", ".", "items", "(", ")", ":", "if", "name", "in", "map", "(", "(", "lambda", "x", ":", "x", "[", "0", "]", ")", ",", "self", ".",...	35.125	20.4375
def onlineTable(self, login, tableName): """ Parameters: - login - tableName """ self.send_onlineTable(login, tableName) self.recv_onlineTable()	[ "def", "onlineTable", "(", "self", ",", "login", ",", "tableName", ")", ":", "self", ".", "send_onlineTable", "(", "login", ",", "tableName", ")", "self", ".", "recv_onlineTable", "(", ")" ]	20.875	11.625
def oracle_grover(oracle: Program, qubits: List[int], num_iter: int = None) -> Program: """ Implementation of Grover's Algorithm for a given oracle. :param oracle: An oracle defined as a Program. It should send :math:`\ket{x}` to :math:`(-1)^{f(x)}\ket{x}`, where the range of f is {...	[ "def", "oracle_grover", "(", "oracle", ":", "Program", ",", "qubits", ":", "List", "[", "int", "]", ",", "num_iter", ":", "int", "=", "None", ")", "->", "Program", ":", "if", "num_iter", "is", "None", ":", "num_iter", "=", "int", "(", "round", "(", ...	59.235294	30.764706
def _build_app(args, extra_args): """Builds an app or applet and returns the resulting executable ID (unless it was a dry-run, in which case None is returned). TODO: remote app builds still return None, but we should fix this. """ if not args.remote: # LOCAL BUILD try: ...	[ "def", "_build_app", "(", "args", ",", "extra_args", ")", ":", "if", "not", "args", ".", "remote", ":", "# LOCAL BUILD", "try", ":", "output", "=", "build_and_upload_locally", "(", "args", ".", "src_dir", ",", "args", ".", "mode", ",", "overwrite", "=", ...	41.126214	21.097087
def is_complete(self): """:rtype: ``bool`` ``True`` if transfer is complete""" if 'status' in self.transfer_info: self._complete = self.transfer_info['status'] == 'STATUS_COMPLETE' return self._complete	[ "def", "is_complete", "(", "self", ")", ":", "if", "'status'", "in", "self", ".", "transfer_info", ":", "self", ".", "_complete", "=", "self", ".", "transfer_info", "[", "'status'", "]", "==", "'STATUS_COMPLETE'", "return", "self", ".", "_complete" ]	33.428571	21.285714
def get_maximum_range(self, hmm): ''' If no maximum range has been specified, and if using a hmm search, a maximum range can be determined by using the length of the HMM Parameters ---------- hmm : str path to hmm profile Returns ------- ...	[ "def", "get_maximum_range", "(", "self", ",", "hmm", ")", ":", "length", "=", "int", "(", "[", "x", "for", "x", "in", "open", "(", "hmm", ")", "if", "x", ".", "startswith", "(", "\"LENG\"", ")", "]", "[", "0", "]", ".", "split", "(", ")", "[", ...	29.055556	25.388889
def istriangular(am): r""" Returns ``True`` is the sparse adjacency matrix is either upper or lower triangular """ if am.format != 'coo': am = am.tocoo(copy=False) return istril(am) or istriu(am)	[ "def", "istriangular", "(", "am", ")", ":", "if", "am", ".", "format", "!=", "'coo'", ":", "am", "=", "am", ".", "tocoo", "(", "copy", "=", "False", ")", "return", "istril", "(", "am", ")", "or", "istriu", "(", "am", ")" ]	27.5	13.375
def normalize_slice(s, total): """ Return a "canonical" version of slice ``s``. :param slice s: the original slice expression :param total int: total number of elements in the collection sliced by ``s`` :return slice: a slice equivalent to ``s`` but not containing any negative indices or Nones. ...	[ "def", "normalize_slice", "(", "s", ",", "total", ")", ":", "newstart", "=", "0", "if", "s", ".", "start", "is", "None", "else", "max", "(", "0", ",", "s", ".", "start", "+", "total", ")", "if", "s", ".", "start", "<", "0", "else", "min", "(", ...	51.083333	24.916667
def CallUDFUNS(f, x): """ We are given a UDF CFUNCTYPE and want to call it in python :param f: SpiceUDFUNS :type f: CFUNCTYPE :param x: some scalar :type x: float :return: value :rtype: float """ value = c_double() f(x, byref(value)) return value.value	[ "def", "CallUDFUNS", "(", "f", ",", "x", ")", ":", "value", "=", "c_double", "(", ")", "f", "(", "x", ",", "byref", "(", "value", ")", ")", "return", "value", ".", "value" ]	20.571429	17.857143
def _load(pathtovector, wordlist, num_to_load=None, truncate_embeddings=None, sep=" "): """Load a matrix and wordlist from a .vec file.""" vectors = [] addedwords = set() words = [] try: wordlist = set(wordlist)...	[ "def", "_load", "(", "pathtovector", ",", "wordlist", ",", "num_to_load", "=", "None", ",", "truncate_embeddings", "=", "None", ",", "sep", "=", "\" \"", ")", ":", "vectors", "=", "[", "]", "addedwords", "=", "set", "(", ")", "words", "=", "[", "]", ...	33.9	21.642857
def do_ls(self, params): """ \x1b[1mNAME\x1b[0m ls - Lists the znodes for the given <path> \x1b[1mSYNOPSIS\x1b[0m ls <path> [watch] [sep] \x1b[1mOPTIONS\x1b[0m * watch: set a (child) watch on the path (default: false) * sep: separator to be used (default: '\\n') \x1b[1mEXAMPLE...	[ "def", "do_ls", "(", "self", ",", "params", ")", ":", "watcher", "=", "lambda", "evt", ":", "self", ".", "show_output", "(", "str", "(", "evt", ")", ")", "kwargs", "=", "{", "\"watch\"", ":", "watcher", "}", "if", "params", ".", "watch", "else", "{...	24.088235	22.676471
def post(self, request): """ POST /consent/api/v1/data_sharing_consent Requires a JSON object of the following format: >>> { >>> "username": "bob", >>> "course_id": "course-v1:edX+DemoX+Demo_Course", >>> "enterprise_customer_uuid": "enterprise-uuid-go...	[ "def", "post", "(", "self", ",", "request", ")", ":", "try", ":", "consent_record", "=", "self", ".", "get_consent_record", "(", "request", ")", "if", "consent_record", "is", "None", ":", "return", "self", ".", "get_no_record_response", "(", "request", ")", ...	43.684211	25.315789
def stop(self, timeout=None): """ Initiates a graceful stop of the processes """ self.stopping = True for process in list(self.processes): self.stop_process(process, timeout=timeout)	[ "def", "stop", "(", "self", ",", "timeout", "=", "None", ")", ":", "self", ".", "stopping", "=", "True", "for", "process", "in", "list", "(", "self", ".", "processes", ")", ":", "self", ".", "stop_process", "(", "process", ",", "timeout", "=", "timeo...	30.571429	17.428571
def mass_3d(self, r, rho0, gamma): """ mass enclosed a 3d sphere or radius r :param r: :param a: :param s: :return: """ mass_3d = 4 * np.pi * rho0 /(-gamma + 3) * r ** (-gamma + 3) return mass_3d	[ "def", "mass_3d", "(", "self", ",", "r", ",", "rho0", ",", "gamma", ")", ":", "mass_3d", "=", "4", "", "np", ".", "pi", "", "rho0", "/", "(", "-", "gamma", "+", "3", ")", "", "r", "*", "(", "-", "gamma", "+", "3", ")", "return", "mass_3...	25.8	15
def word_groups_for_language(language_code): """ Return the math word groups for a language code. The language_code should be an ISO 639-2 language code. https://www.loc.gov/standards/iso639-2/php/code_list.php """ if language_code not in LANGUAGE_CODES: message = '{} is not an availabl...	[ "def", "word_groups_for_language", "(", "language_code", ")", ":", "if", "language_code", "not", "in", "LANGUAGE_CODES", ":", "message", "=", "'{} is not an available language code'", ".", "format", "(", "language_code", ")", "raise", "InvalidLanguageCodeException", "(", ...	36.416667	15.916667
def entries_view(self, request, form_id): """ Displays the form entries in a HTML table with option to export as CSV file. """ if request.POST.get("back"): change_url = admin_url(Form, "change", form_id) return HttpResponseRedirect(change_url) form...	[ "def", "entries_view", "(", "self", ",", "request", ",", "form_id", ")", ":", "if", "request", ".", "POST", ".", "get", "(", "\"back\"", ")", ":", "change_url", "=", "admin_url", "(", "Form", ",", "\"change\"", ",", "form_id", ")", "return", "HttpRespons...	49.981132	15.301887
def deep_del(data, fn): """Create dict copy with removed items. Recursively remove items where fn(value) is True. Returns: dict: New dict with matching items removed. """ result = {} for k, v in data.iteritems(): if not fn(v): if isinstance(v, dict): ...	[ "def", "deep_del", "(", "data", ",", "fn", ")", ":", "result", "=", "{", "}", "for", "k", ",", "v", "in", "data", ".", "iteritems", "(", ")", ":", "if", "not", "fn", "(", "v", ")", ":", "if", "isinstance", "(", "v", ",", "dict", ")", ":", "...	22.166667	19.166667
def _compute_rtfilter_map(self): """Returns neighbor's RT filter (permit/allow filter based on RT). Walks RT filter tree and computes current RT filters for each peer that have advertised RT NLRIs. Returns: dict of peer, and `set` of rts that a particular neighbor is ...	[ "def", "_compute_rtfilter_map", "(", "self", ")", ":", "rtfilter_map", "=", "{", "}", "def", "get_neigh_filter", "(", "neigh", ")", ":", "neigh_filter", "=", "rtfilter_map", ".", "get", "(", "neigh", ")", "# Lazy creation of neighbor RT filter", "if", "neigh_filte...	43.25	19
def _set_data(self): """ This method will be called to set Series data """ if getattr(self, 'data', False) and not getattr(self, '_x', False) and not getattr(self, '_y', False): _x = XVariable() _y = YVariable() _x.contribute_to_class(self, 'X', self.d...	[ "def", "_set_data", "(", "self", ")", ":", "if", "getattr", "(", "self", ",", "'data'", ",", "False", ")", "and", "not", "getattr", "(", "self", ",", "'_x'", ",", "False", ")", "and", "not", "getattr", "(", "self", ",", "'_y'", ",", "False", ")", ...	43.473684	19.263158
def unflatten(master): """ :param dict master: a multilevel dictionary :return: a unflattened dictionary :rtype: dict Unflattens a single-level dictionary a multilevel into one so that:: {'foo.bar.a': 1, 'foo.bar.b': True, 'foo.bar.a': 1, } would become:: ...	[ "def", "unflatten", "(", "master", ")", ":", "result", "=", "{", "}", "for", "k", ",", "v", "in", "master", ".", "items", "(", ")", ":", "*", "first", ",", "last", "=", "k", ".", "split", "(", "'.'", ")", "r", "=", "result", "for", "i", "in",...	19.485714	20.857143
def _operation_speak_as_spell_out(self, content, index, children): """ The operation method of _speak_as method for spell-out. :param content: The text content of element. :type content: str :param index: The index of pattern in text content of element. :type index: int ...	[ "def", "_operation_speak_as_spell_out", "(", "self", ",", "content", ",", "index", ",", "children", ")", ":", "children", ".", "append", "(", "self", ".", "_create_content_element", "(", "content", "[", "0", ":", "(", "index", "+", "1", ")", "]", ",", "'...	33.55	22.35
def set_background(self, color, loc='all'): """ Sets background color Parameters ---------- color : string or 3 item list, optional, defaults to white Either a string, rgb list, or hex color string. For example: color='white' color='w...	[ "def", "set_background", "(", "self", ",", "color", ",", "loc", "=", "'all'", ")", ":", "if", "color", "is", "None", ":", "color", "=", "rcParams", "[", "'background'", "]", "if", "isinstance", "(", "color", ",", "str", ")", ":", "if", "color", ".", ...	34.794118	17.088235
def set_many(self, mapping, timeout=None): """Sets multiple keys and values from a mapping. :param mapping: a mapping with the keys/values to set. :param timeout: the cache timeout for the key (if not specified, it uses the default timeout). """ for key, ...	[ "def", "set_many", "(", "self", ",", "mapping", ",", "timeout", "=", "None", ")", ":", "for", "key", ",", "value", "in", "_items", "(", "mapping", ")", ":", "self", ".", "set", "(", "key", ",", "value", ",", "timeout", ")" ]	42.111111	12.444444
def set_value(self, args, *kwargs): """ Quickly set single value at (item, major, minor) location. .. deprecated:: 0.21.0 Please use .at[] or .iat[] accessors. Parameters ---------- item : item label (panel item) major : major axis label (panel item r...	[ "def", "set_value", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "warnings", ".", "warn", "(", "\"set_value is deprecated and will be removed \"", "\"in a future release. Please use \"", "\".at[] or .iat[] accessors instead\"", ",", "FutureWarning", "...	33.740741	19.296296
def _all_number_groups_are_exactly_present(numobj, normalized_candidate, formatted_number_groups): """Returns True if the groups of digits found in our candidate phone number match our expectations. Arguments: numobj -- the original number we found when parsing normalized_candidate -- the candidate...	[ "def", "_all_number_groups_are_exactly_present", "(", "numobj", ",", "normalized_candidate", ",", "formatted_number_groups", ")", ":", "candidate_groups", "=", "re", ".", "split", "(", "NON_DIGITS_PATTERN", ",", "normalized_candidate", ")", "# Set this to the last group, skip...	56.5	25.710526
def delete_file(self, path): """Delete the file or directory at path. """ self.log.debug("S3contents.GenericManager: delete_file '%s'", path) if self.file_exists(path) or self.dir_exists(path): self.fs.rm(path) else: self.no_such_entity(path)	[ "def", "delete_file", "(", "self", ",", "path", ")", ":", "self", ".", "log", ".", "debug", "(", "\"S3contents.GenericManager: delete_file '%s'\"", ",", "path", ")", "if", "self", ".", "file_exists", "(", "path", ")", "or", "self", ".", "dir_exists", "(", ...	37.375	13.5
def open_resource(self, path: FilePath, mode: str='rb') -> IO[AnyStr]: """Open a file for reading. Use as .. code-block:: python with app.open_resouce(path) as file_: file_.read() """ if mode not in {'r', 'rb'}: raise ValueError('Files c...	[ "def", "open_resource", "(", "self", ",", "path", ":", "FilePath", ",", "mode", ":", "str", "=", "'rb'", ")", "->", "IO", "[", "AnyStr", "]", ":", "if", "mode", "not", "in", "{", "'r'", ",", "'rb'", "}", ":", "raise", "ValueError", "(", "'Files can...	31.307692	20.538462
def get_chaotic_pairs(graph: BELGraph) -> SetOfNodePairs: """Find pairs of nodes that have mutual causal edges that are increasing each other such that ``A -> B`` and ``B -> A``. :return: A set of pairs of nodes with mutual causal edges """ cg = get_causal_subgraph(graph) results = set() ...	[ "def", "get_chaotic_pairs", "(", "graph", ":", "BELGraph", ")", "->", "SetOfNodePairs", ":", "cg", "=", "get_causal_subgraph", "(", "graph", ")", "results", "=", "set", "(", ")", "for", "u", ",", "v", ",", "d", "in", "cg", ".", "edges", "(", "data", ...	33.444444	23.944444
async def mod(self, iden, query): ''' Change the query of an appointment ''' appt = self.appts.get(iden) if appt is None: raise s_exc.NoSuchIden() if not query: raise ValueError('empty query') if self.enabled: self.core.getSto...	[ "async", "def", "mod", "(", "self", ",", "iden", ",", "query", ")", ":", "appt", "=", "self", ".", "appts", ".", "get", "(", "iden", ")", "if", "appt", "is", "None", ":", "raise", "s_exc", ".", "NoSuchIden", "(", ")", "if", "not", "query", ":", ...	25.166667	18.944444
def _debug_line(linenum: int, line: str, extramsg: str = "") -> None: """ Writes a debugging report on a line. """ log.critical("{}Line {}: {!r}", extramsg, linenum, line)	[ "def", "_debug_line", "(", "linenum", ":", "int", ",", "line", ":", "str", ",", "extramsg", ":", "str", "=", "\"\"", ")", "->", "None", ":", "log", ".", "critical", "(", "\"{}Line {}: {!r}\"", ",", "extramsg", ",", "linenum", ",", "line", ")" ]	39.8	11.4
def format_system_message(errno): """ Call FormatMessage with a system error number to retrieve the descriptive error message. """ # first some flags used by FormatMessageW ALLOCATE_BUFFER = 0x100 FROM_SYSTEM = 0x1000 # Let FormatMessageW allocate the buffer (we'll free it below) # ...	[ "def", "format_system_message", "(", "errno", ")", ":", "# first some flags used by FormatMessageW", "ALLOCATE_BUFFER", "=", "0x100", "FROM_SYSTEM", "=", "0x1000", "# Let FormatMessageW allocate the buffer (we'll free it below)", "# Also, let it know we want a system error message.", "...	30.588235	16.294118
def _init_parameters_random(self, X_bin): """Initialise parameters for unsupervised learning. """ _, n_features = X_bin.shape # The parameter class_log_prior_ has shape (2,). The values represent # 'match' and 'non-match'. rand_vals = np.random.rand(2) class_pr...	[ "def", "_init_parameters_random", "(", "self", ",", "X_bin", ")", ":", "_", ",", "n_features", "=", "X_bin", ".", "shape", "# The parameter class_log_prior_ has shape (2,). The values represent", "# 'match' and 'non-match'.", "rand_vals", "=", "np", ".", "random", ".", ...	29.606061	19.848485
def from_stub(cls, data, udas=None): """ Create a Task from an already deserialized dict. """ udas = udas or {} fields = cls.FIELDS.copy() fields.update(udas) processed = {} for k, v in six.iteritems(data): processed[k] = cls._serialize(k, v, fields) ...	[ "def", "from_stub", "(", "cls", ",", "data", ",", "udas", "=", "None", ")", ":", "udas", "=", "udas", "or", "{", "}", "fields", "=", "cls", ".", "FIELDS", ".", "copy", "(", ")", "fields", ".", "update", "(", "udas", ")", "processed", "=", "{", ...	28.166667	16.333333
def simBirth(self,which_agents): ''' Makes new consumers for the given indices. Initialized variables include aNrm and pLvl, as well as time variables t_age and t_cycle. Normalized assets and permanent income levels are drawn from lognormal distributions given by aNrmInitMean and aNrmI...	[ "def", "simBirth", "(", "self", ",", "which_agents", ")", ":", "# Get and store states for newly born agents", "N", "=", "np", ".", "sum", "(", "which_agents", ")", "# Number of new consumers to make", "self", ".", "aNrmNow", "[", "which_agents", "]", "=", "drawLogn...	54.130435	39.521739
def affine_matrix_from_points(v0, v1, shear=True, scale=True, usesvd=True): """Return affine transform matrix to register two point sets. v0 and v1 are shape (ndims, \*) arrays of at least ndims non-homogeneous coordinates, where ndims is the dimensionality of the coordinate space. If shear is False, ...	[ "def", "affine_matrix_from_points", "(", "v0", ",", "v1", ",", "shear", "=", "True", ",", "scale", "=", "True", ",", "usesvd", "=", "True", ")", ":", "v0", "=", "numpy", ".", "array", "(", "v0", ",", "dtype", "=", "numpy", ".", "float64", ",", "cop...	39.738318	18.672897
def process_request(self, request): """Adds data necessary for Horizon to function to the request.""" # Activate timezone handling tz = request.session.get('django_timezone') if tz: timezone.activate(tz) # Check for session timeout try: timeout = ...	[ "def", "process_request", "(", "self", ",", "request", ")", ":", "# Activate timezone handling", "tz", "=", "request", ".", "session", ".", "get", "(", "'django_timezone'", ")", "if", "tz", ":", "timezone", ".", "activate", "(", "tz", ")", "# Check for session...	45.253968	19.238095
def resolve_colors(n_colors=None, colormap=None, colors=None): """ Generates a list of colors based on common color arguments, for example the name of a colormap or palette or another iterable of colors. The list is then truncated (or multiplied) to the specific number of requested colors. Para...	[ "def", "resolve_colors", "(", "n_colors", "=", "None", ",", "colormap", "=", "None", ",", "colors", "=", "None", ")", ":", "# Work with the colormap if specified and colors is not", "if", "colormap", "is", "not", "None", "and", "colors", "is", "None", ":", "if",...	31.969231	24.707692
def tree(path, depth=2, topdown=True, followlinks=False, showhidden=False): """A generator return a tuple with three elements (root, dirs, files).""" rt = [] for root, dirs, files in os.walk(path, topdown=topdown, followlinks=followlinks): if not showhidden and File.is_hidden(root): cont...	[ "def", "tree", "(", "path", ",", "depth", "=", "2", ",", "topdown", "=", "True", ",", "followlinks", "=", "False", ",", "showhidden", "=", "False", ")", ":", "rt", "=", "[", "]", "for", "root", ",", "dirs", ",", "files", "in", "os", ".", "walk", ...	35.846154	26.038462
def _get_to_many_relationship_value(self, obj, column): """ Get the resulting datas for a One To many or a many to many relationship :param obj obj: The instance we manage :param dict column: The column description dictionnary :returns: The associated value """ r...	[ "def", "_get_to_many_relationship_value", "(", "self", ",", "obj", ",", "column", ")", ":", "related_key", "=", "column", ".", "get", "(", "'related_key'", ",", "None", ")", "related", "=", "getattr", "(", "obj", ",", "column", "[", "'__col__'", "]", ".", ...	34.558824	17.441176
def load_texture(self, texture_version): ''' Expect a texture version number as an integer, load the texture version from /is/ps/shared/data/body/template/texture_coordinates/. Currently there are versions [0, 1, 2, 3] availiable. ''' import numpy as np lowres_tex_templat...	[ "def", "load_texture", "(", "self", ",", "texture_version", ")", ":", "import", "numpy", "as", "np", "lowres_tex_template", "=", "'s3://bodylabs-korper-assets/is/ps/shared/data/body/template/texture_coordinates/textured_template_low_v%d.obj'", "%", "texture_version", "highres_tex_t...	66.071429	38.214286
def _unicode(ctx, text): """ Returns a numeric code for the first character in a text string """ text = conversions.to_string(text, ctx) if len(text) == 0: raise ValueError("Text can't be empty") return ord(text[0])	[ "def", "_unicode", "(", "ctx", ",", "text", ")", ":", "text", "=", "conversions", ".", "to_string", "(", "text", ",", "ctx", ")", "if", "len", "(", "text", ")", "==", "0", ":", "raise", "ValueError", "(", "\"Text can't be empty\"", ")", "return", "ord"...	30	11
def QA_util_get_trade_gap(start, end): '返回start_day到end_day中间有多少个交易天算首尾' start, end = QA_util_get_real_datelist(start, end) if start is not None: return trade_date_sse.index(end) + 1 - trade_date_sse.index(start) else: return 0	[ "def", "QA_util_get_trade_gap", "(", "start", ",", "end", ")", ":", "start", ",", "end", "=", "QA_util_get_real_datelist", "(", "start", ",", "end", ")", "if", "start", "is", "not", "None", ":", "return", "trade_date_sse", ".", "index", "(", "end", ")", ...	36.285714	17.428571
def insert(self, name, value, timestamp=None, intervals=0, **kwargs): ''' Insert a value for the timeseries "name". For each interval in the configuration, will insert the value into a bucket for the interval "timestamp". If time is not supplied, will default to time.time(), else it should be a floa...	[ "def", "insert", "(", "self", ",", "name", ",", "value", ",", "timestamp", "=", "None", ",", "intervals", "=", "0", ",", "", "", "kwargs", ")", ":", "if", "not", "timestamp", ":", "timestamp", "=", "time", ".", "time", "(", ")", "if", "isinstance...	42.764706	26.352941
def makeArg(segID, N, CA, C, O, geo): '''Creates an Arginie residue''' ##R-Group CA_CB_length=geo.CA_CB_length C_CA_CB_angle=geo.C_CA_CB_angle N_C_CA_CB_diangle=geo.N_C_CA_CB_diangle CB_CG_length=geo.CB_CG_length CA_CB_CG_angle= geo.CA_CB_CG_angle N_CA_CB_CG_diangle=geo.N_CA_CB_CG_diang...	[ "def", "makeArg", "(", "segID", ",", "N", ",", "CA", ",", "C", ",", "O", ",", "geo", ")", ":", "##R-Group", "CA_CB_length", "=", "geo", ".", "CA_CB_length", "C_CA_CB_angle", "=", "geo", ".", "C_CA_CB_angle", "N_C_CA_CB_diangle", "=", "geo", ".", "N_C_CA_...	38.166667	21.9
def send(self, send_email=True): """Marks the invoice as sent in Holvi If send_email is False then the invoice is not automatically emailed to the recipient and your must take care of sending the invoice yourself. """ url = str(self.api.base_url + '{code}/status/').format(code...	[ "def", "send", "(", "self", ",", "send_email", "=", "True", ")", ":", "url", "=", "str", "(", "self", ".", "api", ".", "base_url", "+", "'{code}/status/'", ")", ".", "format", "(", "code", "=", "self", ".", "code", ")", "# six.u messes this up", "paylo...	42	22.333333
def normalized_distance(self, image): """Calculates the distance of a given image to the original image. Parameters ---------- image : `numpy.ndarray` The image that should be compared to the original image. Returns ------- :class:`Distance` ...	[ "def", "normalized_distance", "(", "self", ",", "image", ")", ":", "return", "self", ".", "__distance", "(", "self", ".", "__original_image_for_distance", ",", "image", ",", "bounds", "=", "self", ".", "bounds", "(", ")", ")" ]	27.368421	19.105263
def prt_summary_code(self, prt=sys.stdout): """Print summary of codes and groups that can be inputs to get_evcodes.""" prt.write('EVIDENCE GROUP AND CODES:\n') for grp, c2nt in self.grp2code2nt.items(): prt.write(' {GRP:19}: {CODES}\n'.format(GRP=grp, CODES=' '.join(c2nt.keys())))	[ "def", "prt_summary_code", "(", "self", ",", "prt", "=", "sys", ".", "stdout", ")", ":", "prt", ".", "write", "(", "'EVIDENCE GROUP AND CODES:\\n'", ")", "for", "grp", ",", "c2nt", "in", "self", ".", "grp2code2nt", ".", "items", "(", ")", ":", "prt", "...	63.2	14.8
def neighbor_add(self, address, remote_as, remote_port=DEFAULT_BGP_PORT, enable_ipv4=DEFAULT_CAP_MBGP_IPV4, enable_ipv6=DEFAULT_CAP_MBGP_IPV6, enable_vpnv4=DEFAULT_CAP_MBGP_VPNV4, enable_vpnv6=DEFAULT_CAP_MBGP_VPNV6...	[ "def", "neighbor_add", "(", "self", ",", "address", ",", "remote_as", ",", "remote_port", "=", "DEFAULT_BGP_PORT", ",", "enable_ipv4", "=", "DEFAULT_CAP_MBGP_IPV4", ",", "enable_ipv6", "=", "DEFAULT_CAP_MBGP_IPV6", ",", "enable_vpnv4", "=", "DEFAULT_CAP_MBGP_VPNV4", "...	39.013514	22.331081
def isel(self, indexers=None, drop=False, **indexers_kwargs): """Return a new DataArray whose dataset is given by integer indexing along the specified dimension(s). See Also -------- Dataset.isel DataArray.sel """ indexers = either_dict_or_kwargs(indexers...	[ "def", "isel", "(", "self", ",", "indexers", "=", "None", ",", "drop", "=", "False", ",", "", "", "indexers_kwargs", ")", ":", "indexers", "=", "either_dict_or_kwargs", "(", "indexers", ",", "indexers_kwargs", ",", "'isel'", ")", "ds", "=", "self", "."...	37.5	18.083333
def router_fabric_virtual_gateway_address_family_ipv4_gratuitous_arp_timer(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") router = ET.SubElement(config, "router", xmlns="urn:brocade.com:mgmt:brocade-common-def") fabric_virtual_gateway = ET.SubElement(ro...	[ "def", "router_fabric_virtual_gateway_address_family_ipv4_gratuitous_arp_timer", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "router", "=", "ET", ".", "SubElement", "(", "config", ",", "\"router\"", ...	55.428571	25.642857
def dict_diff(old, new): """ Return a dict representing the differences between the dicts `old` and `new`. Deleted keys appear as a key with the value :data:`None`, added and changed keys appear as a key with the new value. """ old_keys = viewkeys(old) new_keys = viewkeys(dict(new)) out ...	[ "def", "dict_diff", "(", "old", ",", "new", ")", ":", "old_keys", "=", "viewkeys", "(", "old", ")", "new_keys", "=", "viewkeys", "(", "dict", "(", "new", ")", ")", "out", "=", "{", "}", "for", "key", "in", "new_keys", "-", "old_keys", ":", "out", ...	32.235294	13.764706
def add_mpl_colorscale(fig, heatmap_gs, ax_map, params, title=None): """Add colour scale to heatmap.""" # Set tick intervals cbticks = [params.vmin + e * params.vdiff for e in (0, 0.25, 0.5, 0.75, 1)] if params.vmax > 10: exponent = int(floor(log10(params.vmax))) - 1 cbticks = [int(round...	[ "def", "add_mpl_colorscale", "(", "fig", ",", "heatmap_gs", ",", "ax_map", ",", "params", ",", "title", "=", "None", ")", ":", "# Set tick intervals", "cbticks", "=", "[", "params", ".", "vmin", "+", "e", "*", "params", ".", "vdiff", "for", "e", "in", ...	40.25	17.35
def _parse_lists(self, match): '''Parse lists.''' # Don't parse usernames here if match.group(4) is None: return match.group(0) pre, at_char, user, list_name = match.groups() list_name = list_name[1:] if self._include_spans: self._lists.append((u...	[ "def", "_parse_lists", "(", "self", ",", "match", ")", ":", "# Don't parse usernames here", "if", "match", ".", "group", "(", "4", ")", "is", "None", ":", "return", "match", ".", "group", "(", "0", ")", "pre", ",", "at_char", ",", "user", ",", "list_na...	31.375	19.125
def open(filename, mode='r', content_type=None, options=None, read_buffer_size=storage_api.ReadBuffer.DEFAULT_BUFFER_SIZE, retry_params=None, _account_id=None, offset=0): """Opens a Google Cloud Storage file and returns it as a File-like object. Args: ...	[ "def", "open", "(", "filename", ",", "mode", "=", "'r'", ",", "content_type", "=", "None", ",", "options", "=", "None", ",", "read_buffer_size", "=", "storage_api", ".", "ReadBuffer", ".", "DEFAULT_BUFFER_SIZE", ",", "retry_params", "=", "None", ",", "_accou...	43.327869	21.704918
def unpack(packed, object_hook=decode, list_hook=None, use_list=False, encoding='utf-8', unicode_errors='strict', object_pairs_hook=None, max_buffer_size=0, ext_hook=ExtType): """ Unpack a packed object, return an iterator Note: packed lists will be returned as tuples ""...	[ "def", "unpack", "(", "packed", ",", "object_hook", "=", "decode", ",", "list_hook", "=", "None", ",", "use_list", "=", "False", ",", "encoding", "=", "'utf-8'", ",", "unicode_errors", "=", "'strict'", ",", "object_pairs_hook", "=", "None", ",", "max_buffer_...	41.1875	10.8125
def from_url(cls, url, **kwargs): """ Creates an instance of the KubeConfig class from a single URL (useful for interacting with kubectl proxy). """ doc = { "clusters": [ { "name": "self", "cluster": { ...	[ "def", "from_url", "(", "cls", ",", "url", ",", "", "", "kwargs", ")", ":", "doc", "=", "{", "\"clusters\"", ":", "[", "{", "\"name\"", ":", "\"self\"", ",", "\"cluster\"", ":", "{", "\"server\"", ":", "url", ",", "}", ",", "}", ",", "]", ",", ...	26.730769	14.346154
def labels(self, labelvalues, *labelkwargs): """Return the child for the given labelset. All metrics can have labels, allowing grouping of related time series. Taking a counter as an example: from prometheus_client import Counter c = Counter('my_requests_total', 'HTT...	[ "def", "labels", "(", "self", ",", "", "labelvalues", ",", "", "*", "labelkwargs", ")", ":", "if", "not", "self", ".", "_labelnames", ":", "raise", "ValueError", "(", "'No label names were set when constructing %s'", "%", "self", ")", "if", "self", ".", "_...	41.166667	22.611111
def _get_lutfiles_version(self): """Check the version of the atm correction luts from the version file in the specific aerosol correction directory """ basedir = RAYLEIGH_LUT_DIRS[self._aerosol_type] lutfiles_version_path = os.path.join(basedir, ...	[ "def", "_get_lutfiles_version", "(", "self", ")", ":", "basedir", "=", "RAYLEIGH_LUT_DIRS", "[", "self", ".", "_aerosol_type", "]", "lutfiles_version_path", "=", "os", ".", "path", ".", "join", "(", "basedir", ",", "ATM_CORRECTION_LUT_VERSION", "[", "self", ".",...	40.266667	18.066667
def recompress_archive(archive, verbosity=0, interactive=True): """Recompress an archive to hopefully smaller size.""" util.check_existing_filename(archive) util.check_writable_filename(archive) if verbosity >= 0: util.log_info("Recompressing %s ..." % (archive,)) res = _recompress_archive(a...	[ "def", "recompress_archive", "(", "archive", ",", "verbosity", "=", "0", ",", "interactive", "=", "True", ")", ":", "util", ".", "check_existing_filename", "(", "archive", ")", "util", ".", "check_writable_filename", "(", "archive", ")", "if", "verbosity", ">=...	43.5	15.7
def _ps(self, sys_output): ''' a helper method for parsing docker ps output ''' import re gap_pattern = re.compile('\t\|\s{2,}') container_list = [] output_lines = sys_output.split('\n') column_headers = gap_pattern.split(output_lines[0]) ...	[ "def", "_ps", "(", "self", ",", "sys_output", ")", ":", "import", "re", "gap_pattern", "=", "re", ".", "compile", "(", "'\\t\|\\s{2,}'", ")", "container_list", "=", "[", "]", "output_lines", "=", "sys_output", ".", "split", "(", "'\\n'", ")", "column_header...	44.76	18.12
def parse_css (url_data): """ Parse a CSS file for url() patterns. """ lineno = 0 linkfinder = linkparse.css_url_re.finditer strip_comments = linkparse.strip_c_comments for line in strip_comments(url_data.get_content()).splitlines(): lineno += 1 for mo in linkfinder(line): ...	[ "def", "parse_css", "(", "url_data", ")", ":", "lineno", "=", "0", "linkfinder", "=", "linkparse", ".", "css_url_re", ".", "finditer", "strip_comments", "=", "linkparse", ".", "strip_c_comments", "for", "line", "in", "strip_comments", "(", "url_data", ".", "ge...	35.769231	11.769231
def ccs_normalize(compIM, ccsnorm): """ normalize the ccs representation Parameters ---------- compIM: 2d array The CCS image in CCS representation ccsnorm: 2d array The normalization matrix in ccs representation Returns ------- compIM: 2d array The normalized C...	[ "def", "ccs_normalize", "(", "compIM", ",", "ccsnorm", ")", ":", "compIM", "=", "np", ".", "asarray", "(", "compIM", ")", "ccsnorm", "=", "np", ".", "asarray", "(", "ccsnorm", ")", "ys", "=", "ccsnorm", ".", "shape", "[", "0", "]", "xs", "=", "ccsn...	26.416667	17.611111
def do_b0(self, line): """Send the Master a BinaryInput (group 2) value of False at index 6. Command syntax is: b0""" self.application.apply_update(opendnp3.Binary(False), index=6)	[ "def", "do_b0", "(", "self", ",", "line", ")", ":", "self", ".", "application", ".", "apply_update", "(", "opendnp3", ".", "Binary", "(", "False", ")", ",", "index", "=", "6", ")" ]	64.666667	16
def computePreRec(cm, class_names): ''' This function computes the precision, recall and f1 measures, given a confusion matrix ''' n_classes = cm.shape[0] if len(class_names) != n_classes: print("Error in computePreRec! Confusion matrix and class_names " "list must be of th...	[ "def", "computePreRec", "(", "cm", ",", "class_names", ")", ":", "n_classes", "=", "cm", ".", "shape", "[", "0", "]", "if", "len", "(", "class_names", ")", "!=", "n_classes", ":", "print", "(", "\"Error in computePreRec! Confusion matrix and class_names \"", "\"...	35.833333	18.722222
def k_closest(points, k, origin=(0, 0)): # Time: O(k+(n-k)logk) # Space: O(k) """Initialize max heap with first k points. Python does not support a max heap; thus we can use the default min heap where the keys (distance) are negated. """ heap = [(-distance(p, origin), p) for p in points[:k]] ...	[ "def", "k_closest", "(", "points", ",", "k", ",", "origin", "=", "(", "0", ",", "0", ")", ")", ":", "# Time: O(k+(n-k)logk)", "# Space: O(k)", "heap", "=", "[", "(", "-", "distance", "(", "p", ",", "origin", ")", ",", "p", ")", "for", "p", "in", ...	32.178571	17.178571
def create_entity(self): """Create a new entity. The entity will have a higher UID than any previously associated with this world. :return: the new entity :rtype: :class:`essence.Entity`""" self._highest_id_seen += 1 entity = Entity(self._highest_id_seen, self) ...	[ "def", "create_entity", "(", "self", ")", ":", "self", ".", "_highest_id_seen", "+=", "1", "entity", "=", "Entity", "(", "self", ".", "_highest_id_seen", ",", "self", ")", "self", ".", "_entities", ".", "append", "(", "entity", ")", "return", "entity" ]	30.666667	16.083333
def set_itunes_closed_captioned(self): """Parses isClosedCaptioned from itunes tags and sets value""" try: self.itunes_closed_captioned = self.soup.find( 'itunes:isclosedcaptioned').string self.itunes_closed_captioned = self.itunes_closed_captioned.lower() ...	[ "def", "set_itunes_closed_captioned", "(", "self", ")", ":", "try", ":", "self", ".", "itunes_closed_captioned", "=", "self", ".", "soup", ".", "find", "(", "'itunes:isclosedcaptioned'", ")", ".", "string", "self", ".", "itunes_closed_captioned", "=", "self", "....	48	14.25
def verify(password, encoded): """ Verify a Password :param password: :param encoded: :return: True or False """ algorithm, iterations, salt, h = split(encoded) to_verify = encode(password, algorithm, salt, int(iterations)) return hmac.compare_digest(to_verify.encode(), encoded.enco...	[ "def", "verify", "(", "password", ",", "encoded", ")", ":", "algorithm", ",", "iterations", ",", "salt", ",", "h", "=", "split", "(", "encoded", ")", "to_verify", "=", "encode", "(", "password", ",", "algorithm", ",", "salt", ",", "int", "(", "iteratio...	28.636364	17.181818
def update(cls): """ Update rows to include known network interfaces """ ifaddrs = getifaddrs() # Create new interfaces for ifname in ifaddrs.keys(): if filter(ifname.startswith, cls.NAME_FILTER): cls.objects.get_or_create(name=ifname) ...	[ "def", "update", "(", "cls", ")", ":", "ifaddrs", "=", "getifaddrs", "(", ")", "# Create new interfaces", "for", "ifname", "in", "ifaddrs", ".", "keys", "(", ")", ":", "if", "filter", "(", "ifname", ".", "startswith", ",", "cls", ".", "NAME_FILTER", ")",...	33.666667	12.833333
def plot_sgls(mask_exp, depths, mask_tag_filt, sgls, mask_sgls_filt, Az_g_hf, idx_start=None, idx_end=None, path_plot=None, linewidth=0.5, leg_bbox=(1.23,1), clip_x=False): '''Plot sub-glides over depth and high-pass filtered accelerometer signal Args ---- mask_exp: ndarray Bool...	[ "def", "plot_sgls", "(", "mask_exp", ",", "depths", ",", "mask_tag_filt", ",", "sgls", ",", "mask_sgls_filt", ",", "Az_g_hf", ",", "idx_start", "=", "None", ",", "idx_end", "=", "None", ",", "path_plot", "=", "None", ",", "linewidth", "=", "0.5", ",", "l...	32.966667	18.177778
def _infer_spaces(s): """ Uses dynamic programming to infer the location of spaces in a string without spaces. """ s = s.lower() # Find the best match for the i first characters, assuming cost has # been built for the i-1 first characters. # Returns a pair (match_cost, match_length). ...	[ "def", "_infer_spaces", "(", "s", ")", ":", "s", "=", "s", ".", "lower", "(", ")", "# Find the best match for the i first characters, assuming cost has", "# been built for the i-1 first characters.", "# Returns a pair (match_cost, match_length).", "def", "best_match", "(", "i",...	27.612903	19.548387
def previousSibling(self) -> Optional[AbstractNode]: """Return the previous sibling of this node. If there is no previous sibling, return ``None``. """ parent = self.parentNode if parent is None: return None return parent.childNodes.item(parent.childNodes.ind...	[ "def", "previousSibling", "(", "self", ")", "->", "Optional", "[", "AbstractNode", "]", ":", "parent", "=", "self", ".", "parentNode", "if", "parent", "is", "None", ":", "return", "None", "return", "parent", ".", "childNodes", ".", "item", "(", "parent", ...	36.111111	15.555556
def get_annotated_list_qs(cls, qs): """ Gets an annotated list from a queryset. """ result, info = [], {} start_depth, prev_depth = (None, None) for node in qs: depth = node.get_depth() if start_depth is None: start_depth = depth ...	[ "def", "get_annotated_list_qs", "(", "cls", ",", "qs", ")", ":", "result", ",", "info", "=", "[", "]", ",", "{", "}", "start_depth", ",", "prev_depth", "=", "(", "None", ",", "None", ")", "for", "node", "in", "qs", ":", "depth", "=", "node", ".", ...	41.578947	12.631579
def estimateBIsochrone(pot,R,z,phi=None): """ NAME: estimateBIsochrone PURPOSE: Estimate a good value for the scale of the isochrone potential by matching the slope of the rotation curve INPUT: pot- Potential instance or list thereof R,z - coordinates (if these are arra...	[ "def", "estimateBIsochrone", "(", "pot", ",", "R", ",", "z", ",", "phi", "=", "None", ")", ":", "if", "pot", "is", "None", ":", "#pragma: no cover", "raise", "IOError", "(", "\"pot= needs to be set to a Potential instance or list thereof\"", ")", "if", "isinstance...	32.037736	28.45283
def mkstemp(self, suffix, prefix, directory=None): """ Generate temp file name in artifacts base dir and close temp file handle """ if not directory: directory = self.artifacts_dir fd, fname = tempfile.mkstemp(suffix, prefix, directory) os.close(fd) ...	[ "def", "mkstemp", "(", "self", ",", "suffix", ",", "prefix", ",", "directory", "=", "None", ")", ":", "if", "not", "directory", ":", "directory", "=", "self", ".", "artifacts_dir", "fd", ",", "fname", "=", "tempfile", ".", "mkstemp", "(", "suffix", ","...	36.090909	12.454545
def _adjust_n_years(other, n, month, reference_day): """Adjust the number of times an annual offset is applied based on another date, and the reference day provided""" if n > 0: if other.month < month or (other.month == month and other.day < reference_day): ...	[ "def", "_adjust_n_years", "(", "other", ",", "n", ",", "month", ",", "reference_day", ")", ":", "if", "n", ">", "0", ":", "if", "other", ".", "month", "<", "month", "or", "(", "other", ".", "month", "==", "month", "and", "other", ".", "day", "<", ...	40.416667	18.666667
def get_tools(whitelist, known_plugins): """ Filter all known plugins by a whitelist specified. If the whitelist is empty, default to all plugins. """ def getpath(c): return "%s:%s" % (c.__module__, c.__class__.__name__) tools = [x for x in known_plugins if getpath(x) in whitelist] ...	[ "def", "get_tools", "(", "whitelist", ",", "known_plugins", ")", ":", "def", "getpath", "(", "c", ")", ":", "return", "\"%s:%s\"", "%", "(", "c", ".", "__module__", ",", "c", ".", "__class__", ".", "__name__", ")", "tools", "=", "[", "x", "for", "x",...	29.933333	18.866667
def timeit_profile(stmt, number, repeat, setup, profiler_factory, pickle_protocol, dump_filename, mono, **_ignored): """Profile a Python statement like timeit.""" del _ignored globals_ = {} exec_(setup, globals_) if number is None: # determine number so ...	[ "def", "timeit_profile", "(", "stmt", ",", "number", ",", "repeat", ",", "setup", ",", "profiler_factory", ",", "pickle_protocol", ",", "dump_filename", ",", "mono", ",", "", "", "_ignored", ")", ":", "del", "_ignored", "globals_", "=", "{", "}", "exec_"...	38.2	14
def trigger_installed(connection: connection, table: str, schema: str='public'): """Test whether or not a psycopg2-pgevents trigger is installed for a table. Parameters ---------- connection: psycopg2.extensions.connection Active connection to a PostGreSQL database. table: str Table...	[ "def", "trigger_installed", "(", "connection", ":", "connection", ",", "table", ":", "str", ",", "schema", ":", "str", "=", "'public'", ")", ":", "installed", "=", "False", "log", "(", "'Checking if {}.{} trigger installed...'", ".", "format", "(", "schema", "...	26.617647	25.705882
def read_proto_object(fobj, klass): """Read a block of data and parse using the given protobuf object.""" log.debug('%s chunk', klass.__name__) obj = klass() obj.ParseFromString(read_block(fobj)) log.debug('Header: %s', str(obj)) return obj	[ "def", "read_proto_object", "(", "fobj", ",", "klass", ")", ":", "log", ".", "debug", "(", "'%s chunk'", ",", "klass", ".", "__name__", ")", "obj", "=", "klass", "(", ")", "obj", ".", "ParseFromString", "(", "read_block", "(", "fobj", ")", ")", "log", ...	36.857143	8.428571
def exceptions(self): """ Returns a list of ParamDoc objects (with empty names) of the exception tags for the function. >>> comments = parse_comments_for_file('examples/module_closure.js') >>> fn1 = FunctionDoc(comments[1]) >>> fn1.exceptions[0].doc 'Another exce...	[ "def", "exceptions", "(", "self", ")", ":", "def", "make_param", "(", "text", ")", ":", "if", "'{'", "in", "text", "and", "'}'", "in", "text", ":", "# Make sure param name is blank:", "word_split", "=", "list", "(", "split_delimited", "(", "'{}'", ",", "' ...	38.071429	15.285714
def dir_is_glotk(path): """check that the current directory is a glotk project folder""" test_set = set(["gloTK_info", "gloTK_assemblies", "gloTK_configs", "gloTK_reads", "gloTK_fastqc", "gloTK_kmer", "gloTK_reports"]) #http://stackoverflow.com/que...	[ "def", "dir_is_glotk", "(", "path", ")", ":", "test_set", "=", "set", "(", "[", "\"gloTK_info\"", ",", "\"gloTK_assemblies\"", ",", "\"gloTK_configs\"", ",", "\"gloTK_reads\"", ",", "\"gloTK_fastqc\"", ",", "\"gloTK_kmer\"", ",", "\"gloTK_reports\"", "]", ")", "#h...	39.923077	13.615385
def LatLngsToGoogleLink(source, destination): """Return a string "<a ..." for a trip at a random time.""" dt = GetRandomDatetime() return "<a href='%s'>from:%s to:%s on %s</a>" % ( LatLngsToGoogleUrl(source, destination, dt), FormatLatLng(source), FormatLatLng(destination), dt.ctime())	[ "def", "LatLngsToGoogleLink", "(", "source", ",", "destination", ")", ":", "dt", "=", "GetRandomDatetime", "(", ")", "return", "\"<a href='%s'>from:%s to:%s on %s</a>\"", "%", "(", "LatLngsToGoogleUrl", "(", "source", ",", "destination", ",", "dt", ")", ",", "Form...	43.428571	11

def MessageToJson(message, including_default_value_fields=False, preserving_proto_field_name=False): """Converts protobuf message to JSON format. Args: message: The protocol buffers message instance to serialize. including_default_value_fields: If True, singular primitiv...

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43.619048

20.904762

def tobytes( self, root=None, encoding='UTF-8', doctype=None, canonicalized=True, xml_declaration=True, pretty_print=True, with_comments=True, ): """return the content of the XML document as a byte string suitable for writing""" ...

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32.291667

14.666667

def summarize_crud_mutation(method, model, isAsync=False): """ This function provides the standard form for crud mutations. """ # create the approrpriate action type action_type = get_crud_action(method=method, model=model) # the name of the mutation name = crud_mutation_name(model=mode...

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30.676471

13.617647

def merge_global_options(self, needs_info): """Add all global defined options to needs_info""" global_options = getattr(self.env.app.config, 'needs_global_options', None) if global_options is None: return for key, value in global_options.items(): # If key already...

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41.166667

21.166667

def build_authorization_endpoint(self, request, disable_sso=None): """ This function returns the ADFS authorization URL. Args: request(django.http.request.HttpRequest): A django Request object disable_sso(bool): Whether to disable single sign-on and force the ADFS server...

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39.516129

21.258065

def prt_gos_flat(self, prt): """Print flat GO list.""" prtfmt = self.datobj.kws['fmtgo'] _go2nt = self.sortobj.grprobj.go2nt go2nt = {go:_go2nt[go] for go in self.go2nt} prt.write("\n{N} GO IDs:\n".format(N=len(go2nt))) _sortby = self._get_sortgo() for ntgo in sor...

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44.444444

8.777778

def configure_discord_logger( self, discord_webhook=None, discord_recipient=None, log_level='ERROR', log_format=ReportingFormats.PRETTY_PRINT.value, custom_args='' ): """logger for sending messages to Discord. Easy way to alert humans ...

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36.633333

19.683333

def writeXYCatalog(self,filename): """ Write out the X,Y catalog to a file """ if self.xypos is None: warnstr = textutil.textbox( 'WARNING: \n No X,Y source catalog to write to file. ') for line in warnstr.split('\n'): log.warning(line) ...

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36.115385

17.807692

def resolve_post(self, post): """Mark post as resolved :type post: dict|str|int :param post: Either the post dict returned by another API method, or the `cid` field of that post. :returns: True if it is successful. False otherwise """ try: cid = ...

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26.368421

19.052632

def _get_uncolored_output(self, script, value): """ Creates an uncolored output. :param bytes script: The output script. :param int value: The satoshi value of the output. :return: An object representing the uncolored output. :rtype: TransactionOutput """ ...

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34.230769

14.230769

def _check_auth_handler(self, request: Dict[str, Any]): """用于验证客户端是否有权限调服务. 如果服务端有验证信息,则会根据验证信息判断是否合法 + 如果合法,那么返回一条信息用于响应验证请求 + 如果不合法,那么返回验证错误如果服务端没有验证信息 + 如果验证信息都为空,直接返回响应 + 如果信息不为空,那么返回验证错误 Parameters: request (Dict[str, Any]): - python字典...

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35.188679

18.358491

def walk_regularity_symmetry(self, data_frame): """ This method extracts the step and stride regularity and also walk symmetry. :param data_frame: The data frame. It should have x, y, and z columns. :type data_frame: pandas.DataFrame :return step_regularity: Reg...

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56.548387

34.322581

def spkltc(targ, et, ref, abcorr, stobs): """ Return the state (position and velocity) of a target body relative to an observer, optionally corrected for light time, expressed relative to an inertial reference frame. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/spkltc_c.html :param ...

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36.057143

15.371429

def Ping(self, request, context): """ Invoke the Server health endpoint :param request: Empty :param context: the request context :return: Status message 'alive' """ status = processor_pb2.Status() status.message='alive' return status

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29.8

5.2

def under_variable_scope(): """ Returns: A decorator which makes the function happen under a variable scope, which is named by the function itself. Example: .. code-block:: python @under_variable_scope() def mid_level(x): with argscope(Conv2D, kernel_shape=...

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25.814815

18.62963

def description(self): """ Cursor description, see http://legacy.python.org/dev/peps/pep-0249/#description """ if self._session is None: return None res = self._session.res_info if res: return res.description else: return None

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30.1

12.1

def dispatch_on(*dispatch_args): """ Factory of decorators turning a function into a generic function dispatching on the given arguments. """ assert dispatch_args, 'No dispatch args passed' dispatch_str = '(%s,)' % ', '.join(dispatch_args) def check(arguments, wrong=operator.ne, msg=''): ...

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35.563107

16.485437

def _get_instance_attributes(self): """Return a generator for instance attributes' name and value. .. code-block:: python3 for _name, _value in self._get_instance_attributes(): print("attribute name: {}".format(_name)) print("attribute value: {}".format(_val...

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35.125

20.4375

def onlineTable(self, login, tableName): """ Parameters: - login - tableName """ self.send_onlineTable(login, tableName) self.recv_onlineTable()

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20.875

11.625

def oracle_grover(oracle: Program, qubits: List[int], num_iter: int = None) -> Program: """ Implementation of Grover's Algorithm for a given oracle. :param oracle: An oracle defined as a Program. It should send :math:`\ket{x}` to :math:`(-1)^{f(x)}\ket{x}`, where the range of f is {...

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59.235294

30.764706

def _build_app(args, extra_args): """Builds an app or applet and returns the resulting executable ID (unless it was a dry-run, in which case None is returned). TODO: remote app builds still return None, but we should fix this. """ if not args.remote: # LOCAL BUILD try: ...

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41.126214

21.097087

def is_complete(self): """:rtype: ``bool`` ``True`` if transfer is complete""" if 'status' in self.transfer_info: self._complete = self.transfer_info['status'] == 'STATUS_COMPLETE' return self._complete

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33.428571

21.285714

def get_maximum_range(self, hmm): ''' If no maximum range has been specified, and if using a hmm search, a maximum range can be determined by using the length of the HMM Parameters ---------- hmm : str path to hmm profile Returns ------- ...

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29.055556

25.388889

def istriangular(am): r""" Returns ``True`` is the sparse adjacency matrix is either upper or lower triangular """ if am.format != 'coo': am = am.tocoo(copy=False) return istril(am) or istriu(am)

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27.5

13.375

def normalize_slice(s, total): """ Return a "canonical" version of slice ``s``. :param slice s: the original slice expression :param total int: total number of elements in the collection sliced by ``s`` :return slice: a slice equivalent to ``s`` but not containing any negative indices or Nones. ...

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51.083333

24.916667

def CallUDFUNS(f, x): """ We are given a UDF CFUNCTYPE and want to call it in python :param f: SpiceUDFUNS :type f: CFUNCTYPE :param x: some scalar :type x: float :return: value :rtype: float """ value = c_double() f(x, byref(value)) return value.value

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def _load(pathtovector, wordlist, num_to_load=None, truncate_embeddings=None, sep=" "): """Load a matrix and wordlist from a .vec file.""" vectors = [] addedwords = set() words = [] try: wordlist = set(wordlist)...

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def do_ls(self, params): """ \x1b[1mNAME\x1b[0m ls - Lists the znodes for the given <path> \x1b[1mSYNOPSIS\x1b[0m ls <path> [watch] [sep] \x1b[1mOPTIONS\x1b[0m * watch: set a (child) watch on the path (default: false) * sep: separator to be used (default: '\\n') \x1b[1mEXAMPLE...

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def post(self, request): """ POST /consent/api/v1/data_sharing_consent Requires a JSON object of the following format: >>> { >>> "username": "bob", >>> "course_id": "course-v1:edX+DemoX+Demo_Course", >>> "enterprise_customer_uuid": "enterprise-uuid-go...

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def stop(self, timeout=None): """ Initiates a graceful stop of the processes """ self.stopping = True for process in list(self.processes): self.stop_process(process, timeout=timeout)

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def mass_3d(self, r, rho0, gamma): """ mass enclosed a 3d sphere or radius r :param r: :param a: :param s: :return: """ mass_3d = 4 * np.pi * rho0 /(-gamma + 3) * r ** (-gamma + 3) return mass_3d

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def word_groups_for_language(language_code): """ Return the math word groups for a language code. The language_code should be an ISO 639-2 language code. https://www.loc.gov/standards/iso639-2/php/code_list.php """ if language_code not in LANGUAGE_CODES: message = '{} is not an availabl...

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def entries_view(self, request, form_id): """ Displays the form entries in a HTML table with option to export as CSV file. """ if request.POST.get("back"): change_url = admin_url(Form, "change", form_id) return HttpResponseRedirect(change_url) form...

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def deep_del(data, fn): """Create dict copy with removed items. Recursively remove items where fn(value) is True. Returns: dict: New dict with matching items removed. """ result = {} for k, v in data.iteritems(): if not fn(v): if isinstance(v, dict): ...

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def _compute_rtfilter_map(self): """Returns neighbor's RT filter (permit/allow filter based on RT). Walks RT filter tree and computes current RT filters for each peer that have advertised RT NLRIs. Returns: dict of peer, and `set` of rts that a particular neighbor is ...

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def _set_data(self): """ This method will be called to set Series data """ if getattr(self, 'data', False) and not getattr(self, '_x', False) and not getattr(self, '_y', False): _x = XVariable() _y = YVariable() _x.contribute_to_class(self, 'X', self.d...

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def unflatten(master): """ :param dict master: a multilevel dictionary :return: a unflattened dictionary :rtype: dict Unflattens a single-level dictionary a multilevel into one so that:: {'foo.bar.a': 1, 'foo.bar.b': True, 'foo.bar.a': 1, } would become:: ...

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def _operation_speak_as_spell_out(self, content, index, children): """ The operation method of _speak_as method for spell-out. :param content: The text content of element. :type content: str :param index: The index of pattern in text content of element. :type index: int ...

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def set_background(self, color, loc='all'): """ Sets background color Parameters ---------- color : string or 3 item list, optional, defaults to white Either a string, rgb list, or hex color string. For example: color='white' color='w...

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def set_many(self, mapping, timeout=None): """Sets multiple keys and values from a mapping. :param mapping: a mapping with the keys/values to set. :param timeout: the cache timeout for the key (if not specified, it uses the default timeout). """ for key, ...

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def set_value(self, *args, **kwargs): """ Quickly set single value at (item, major, minor) location. .. deprecated:: 0.21.0 Please use .at[] or .iat[] accessors. Parameters ---------- item : item label (panel item) major : major axis label (panel item r...

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def _all_number_groups_are_exactly_present(numobj, normalized_candidate, formatted_number_groups): """Returns True if the groups of digits found in our candidate phone number match our expectations. Arguments: numobj -- the original number we found when parsing normalized_candidate -- the candidate...

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def delete_file(self, path): """Delete the file or directory at path. """ self.log.debug("S3contents.GenericManager: delete_file '%s'", path) if self.file_exists(path) or self.dir_exists(path): self.fs.rm(path) else: self.no_such_entity(path)

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def open_resource(self, path: FilePath, mode: str='rb') -> IO[AnyStr]: """Open a file for reading. Use as .. code-block:: python with app.open_resouce(path) as file_: file_.read() """ if mode not in {'r', 'rb'}: raise ValueError('Files c...

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def get_chaotic_pairs(graph: BELGraph) -> SetOfNodePairs: """Find pairs of nodes that have mutual causal edges that are increasing each other such that ``A -> B`` and ``B -> A``. :return: A set of pairs of nodes with mutual causal edges """ cg = get_causal_subgraph(graph) results = set() ...

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async def mod(self, iden, query): ''' Change the query of an appointment ''' appt = self.appts.get(iden) if appt is None: raise s_exc.NoSuchIden() if not query: raise ValueError('empty query') if self.enabled: self.core.getSto...

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def _debug_line(linenum: int, line: str, extramsg: str = "") -> None: """ Writes a debugging report on a line. """ log.critical("{}Line {}: {!r}", extramsg, linenum, line)

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39.8

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def format_system_message(errno): """ Call FormatMessage with a system error number to retrieve the descriptive error message. """ # first some flags used by FormatMessageW ALLOCATE_BUFFER = 0x100 FROM_SYSTEM = 0x1000 # Let FormatMessageW allocate the buffer (we'll free it below) # ...

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30.588235

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def _init_parameters_random(self, X_bin): """Initialise parameters for unsupervised learning. """ _, n_features = X_bin.shape # The parameter class_log_prior_ has shape (2,). The values represent # 'match' and 'non-match'. rand_vals = np.random.rand(2) class_pr...

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def from_stub(cls, data, udas=None): """ Create a Task from an already deserialized dict. """ udas = udas or {} fields = cls.FIELDS.copy() fields.update(udas) processed = {} for k, v in six.iteritems(data): processed[k] = cls._serialize(k, v, fields) ...

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28.166667

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def simBirth(self,which_agents): ''' Makes new consumers for the given indices. Initialized variables include aNrm and pLvl, as well as time variables t_age and t_cycle. Normalized assets and permanent income levels are drawn from lognormal distributions given by aNrmInitMean and aNrmI...

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def affine_matrix_from_points(v0, v1, shear=True, scale=True, usesvd=True): """Return affine transform matrix to register two point sets. v0 and v1 are shape (ndims, \*) arrays of at least ndims non-homogeneous coordinates, where ndims is the dimensionality of the coordinate space. If shear is False, ...

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def process_request(self, request): """Adds data necessary for Horizon to function to the request.""" # Activate timezone handling tz = request.session.get('django_timezone') if tz: timezone.activate(tz) # Check for session timeout try: timeout = ...

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def resolve_colors(n_colors=None, colormap=None, colors=None): """ Generates a list of colors based on common color arguments, for example the name of a colormap or palette or another iterable of colors. The list is then truncated (or multiplied) to the specific number of requested colors. Para...

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def tree(path, depth=2, topdown=True, followlinks=False, showhidden=False): """A generator return a tuple with three elements (root, dirs, files).""" rt = [] for root, dirs, files in os.walk(path, topdown=topdown, followlinks=followlinks): if not showhidden and File.is_hidden(root): cont...

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def _get_to_many_relationship_value(self, obj, column): """ Get the resulting datas for a One To many or a many to many relationship :param obj obj: The instance we manage :param dict column: The column description dictionnary :returns: The associated value """ r...

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def load_texture(self, texture_version): ''' Expect a texture version number as an integer, load the texture version from /is/ps/shared/data/body/template/texture_coordinates/. Currently there are versions [0, 1, 2, 3] availiable. ''' import numpy as np lowres_tex_templat...

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def _unicode(ctx, text): """ Returns a numeric code for the first character in a text string """ text = conversions.to_string(text, ctx) if len(text) == 0: raise ValueError("Text can't be empty") return ord(text[0])

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def QA_util_get_trade_gap(start, end): '返回start_day到end_day中间有多少个交易天算首尾' start, end = QA_util_get_real_datelist(start, end) if start is not None: return trade_date_sse.index(end) + 1 - trade_date_sse.index(start) else: return 0

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36.285714

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def insert(self, name, value, timestamp=None, intervals=0, **kwargs): ''' Insert a value for the timeseries "name". For each interval in the configuration, will insert the value into a bucket for the interval "timestamp". If time is not supplied, will default to time.time(), else it should be a floa...

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42.764706

26.352941

def makeArg(segID, N, CA, C, O, geo): '''Creates an Arginie residue''' ##R-Group CA_CB_length=geo.CA_CB_length C_CA_CB_angle=geo.C_CA_CB_angle N_C_CA_CB_diangle=geo.N_C_CA_CB_diangle CB_CG_length=geo.CB_CG_length CA_CB_CG_angle= geo.CA_CB_CG_angle N_CA_CB_CG_diangle=geo.N_CA_CB_CG_diang...

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38.166667

21.9

def send(self, send_email=True): """Marks the invoice as sent in Holvi If send_email is False then the invoice is *not* automatically emailed to the recipient and your must take care of sending the invoice yourself. """ url = str(self.api.base_url + '{code}/status/').format(code...

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42

22.333333

def normalized_distance(self, image): """Calculates the distance of a given image to the original image. Parameters ---------- image : `numpy.ndarray` The image that should be compared to the original image. Returns ------- :class:`Distance` ...

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27.368421

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def prt_summary_code(self, prt=sys.stdout): """Print summary of codes and groups that can be inputs to get_evcodes.""" prt.write('EVIDENCE GROUP AND CODES:\n') for grp, c2nt in self.grp2code2nt.items(): prt.write(' {GRP:19}: {CODES}\n'.format(GRP=grp, CODES=' '.join(c2nt.keys())))

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63.2

14.8

def neighbor_add(self, address, remote_as, remote_port=DEFAULT_BGP_PORT, enable_ipv4=DEFAULT_CAP_MBGP_IPV4, enable_ipv6=DEFAULT_CAP_MBGP_IPV6, enable_vpnv4=DEFAULT_CAP_MBGP_VPNV4, enable_vpnv6=DEFAULT_CAP_MBGP_VPNV6...

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39.013514

22.331081

def isel(self, indexers=None, drop=False, **indexers_kwargs): """Return a new DataArray whose dataset is given by integer indexing along the specified dimension(s). See Also -------- Dataset.isel DataArray.sel """ indexers = either_dict_or_kwargs(indexers...

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37.5

18.083333

def router_fabric_virtual_gateway_address_family_ipv4_gratuitous_arp_timer(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") router = ET.SubElement(config, "router", xmlns="urn:brocade.com:mgmt:brocade-common-def") fabric_virtual_gateway = ET.SubElement(ro...

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55.428571

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def dict_diff(old, new): """ Return a dict representing the differences between the dicts `old` and `new`. Deleted keys appear as a key with the value :data:`None`, added and changed keys appear as a key with the new value. """ old_keys = viewkeys(old) new_keys = viewkeys(dict(new)) out ...

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def add_mpl_colorscale(fig, heatmap_gs, ax_map, params, title=None): """Add colour scale to heatmap.""" # Set tick intervals cbticks = [params.vmin + e * params.vdiff for e in (0, 0.25, 0.5, 0.75, 1)] if params.vmax > 10: exponent = int(floor(log10(params.vmax))) - 1 cbticks = [int(round...

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40.25

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def _parse_lists(self, match): '''Parse lists.''' # Don't parse usernames here if match.group(4) is None: return match.group(0) pre, at_char, user, list_name = match.groups() list_name = list_name[1:] if self._include_spans: self._lists.append((u...

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def open(filename, mode='r', content_type=None, options=None, read_buffer_size=storage_api.ReadBuffer.DEFAULT_BUFFER_SIZE, retry_params=None, _account_id=None, offset=0): """Opens a Google Cloud Storage file and returns it as a File-like object. Args: ...

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def unpack(packed, object_hook=decode, list_hook=None, use_list=False, encoding='utf-8', unicode_errors='strict', object_pairs_hook=None, max_buffer_size=0, ext_hook=ExtType): """ Unpack a packed object, return an iterator Note: packed lists will be returned as tuples ""...

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41.1875

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def from_url(cls, url, **kwargs): """ Creates an instance of the KubeConfig class from a single URL (useful for interacting with kubectl proxy). """ doc = { "clusters": [ { "name": "self", "cluster": { ...

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26.730769

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def labels(self, *labelvalues, **labelkwargs): """Return the child for the given labelset. All metrics can have labels, allowing grouping of related time series. Taking a counter as an example: from prometheus_client import Counter c = Counter('my_requests_total', 'HTT...

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41.166667

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def _get_lutfiles_version(self): """Check the version of the atm correction luts from the version file in the specific aerosol correction directory """ basedir = RAYLEIGH_LUT_DIRS[self._aerosol_type] lutfiles_version_path = os.path.join(basedir, ...

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40.266667

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def recompress_archive(archive, verbosity=0, interactive=True): """Recompress an archive to hopefully smaller size.""" util.check_existing_filename(archive) util.check_writable_filename(archive) if verbosity >= 0: util.log_info("Recompressing %s ..." % (archive,)) res = _recompress_archive(a...

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43.5

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def _ps(self, sys_output): ''' a helper method for parsing docker ps output ''' import re gap_pattern = re.compile('\t|\s{2,}') container_list = [] output_lines = sys_output.split('\n') column_headers = gap_pattern.split(output_lines[0]) ...

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def parse_css (url_data): """ Parse a CSS file for url() patterns. """ lineno = 0 linkfinder = linkparse.css_url_re.finditer strip_comments = linkparse.strip_c_comments for line in strip_comments(url_data.get_content()).splitlines(): lineno += 1 for mo in linkfinder(line): ...

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35.769231

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def ccs_normalize(compIM, ccsnorm): """ normalize the ccs representation Parameters ---------- compIM: 2d array The CCS image in CCS representation ccsnorm: 2d array The normalization matrix in ccs representation Returns ------- compIM: 2d array The normalized C...

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26.416667

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def do_b0(self, line): """Send the Master a BinaryInput (group 2) value of False at index 6. Command syntax is: b0""" self.application.apply_update(opendnp3.Binary(False), index=6)

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64.666667

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def computePreRec(cm, class_names): ''' This function computes the precision, recall and f1 measures, given a confusion matrix ''' n_classes = cm.shape[0] if len(class_names) != n_classes: print("Error in computePreRec! Confusion matrix and class_names " "list must be of th...

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35.833333

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def k_closest(points, k, origin=(0, 0)): # Time: O(k+(n-k)logk) # Space: O(k) """Initialize max heap with first k points. Python does not support a max heap; thus we can use the default min heap where the keys (distance) are negated. """ heap = [(-distance(p, origin), p) for p in points[:k]] ...

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32.178571

17.178571

def create_entity(self): """Create a new entity. The entity will have a higher UID than any previously associated with this world. :return: the new entity :rtype: :class:`essence.Entity`""" self._highest_id_seen += 1 entity = Entity(self._highest_id_seen, self) ...

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30.666667

16.083333

def set_itunes_closed_captioned(self): """Parses isClosedCaptioned from itunes tags and sets value""" try: self.itunes_closed_captioned = self.soup.find( 'itunes:isclosedcaptioned').string self.itunes_closed_captioned = self.itunes_closed_captioned.lower() ...

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48

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def verify(password, encoded): """ Verify a Password :param password: :param encoded: :return: True or False """ algorithm, iterations, salt, h = split(encoded) to_verify = encode(password, algorithm, salt, int(iterations)) return hmac.compare_digest(to_verify.encode(), encoded.enco...

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28.636364

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def update(cls): """ Update rows to include known network interfaces """ ifaddrs = getifaddrs() # Create new interfaces for ifname in ifaddrs.keys(): if filter(ifname.startswith, cls.NAME_FILTER): cls.objects.get_or_create(name=ifname) ...

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33.666667

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def plot_sgls(mask_exp, depths, mask_tag_filt, sgls, mask_sgls_filt, Az_g_hf, idx_start=None, idx_end=None, path_plot=None, linewidth=0.5, leg_bbox=(1.23,1), clip_x=False): '''Plot sub-glides over depth and high-pass filtered accelerometer signal Args ---- mask_exp: ndarray Bool...

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32.966667

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def _infer_spaces(s): """ Uses dynamic programming to infer the location of spaces in a string without spaces. """ s = s.lower() # Find the best match for the i first characters, assuming cost has # been built for the i-1 first characters. # Returns a pair (match_cost, match_length). ...

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27.612903

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def previousSibling(self) -> Optional[AbstractNode]: """Return the previous sibling of this node. If there is no previous sibling, return ``None``. """ parent = self.parentNode if parent is None: return None return parent.childNodes.item(parent.childNodes.ind...

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36.111111

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def get_annotated_list_qs(cls, qs): """ Gets an annotated list from a queryset. """ result, info = [], {} start_depth, prev_depth = (None, None) for node in qs: depth = node.get_depth() if start_depth is None: start_depth = depth ...

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41.578947

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def estimateBIsochrone(pot,R,z,phi=None): """ NAME: estimateBIsochrone PURPOSE: Estimate a good value for the scale of the isochrone potential by matching the slope of the rotation curve INPUT: pot- Potential instance or list thereof R,z - coordinates (if these are arra...

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32.037736

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def mkstemp(self, suffix, prefix, directory=None): """ Generate temp file name in artifacts base dir and close temp file handle """ if not directory: directory = self.artifacts_dir fd, fname = tempfile.mkstemp(suffix, prefix, directory) os.close(fd) ...

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36.090909

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def _adjust_n_years(other, n, month, reference_day): """Adjust the number of times an annual offset is applied based on another date, and the reference day provided""" if n > 0: if other.month < month or (other.month == month and other.day < reference_day): ...

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40.416667

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def get_tools(whitelist, known_plugins): """ Filter all known plugins by a whitelist specified. If the whitelist is empty, default to all plugins. """ def getpath(c): return "%s:%s" % (c.__module__, c.__class__.__name__) tools = [x for x in known_plugins if getpath(x) in whitelist] ...

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29.933333

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def timeit_profile(stmt, number, repeat, setup, profiler_factory, pickle_protocol, dump_filename, mono, **_ignored): """Profile a Python statement like timeit.""" del _ignored globals_ = {} exec_(setup, globals_) if number is None: # determine number so ...

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38.2

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def trigger_installed(connection: connection, table: str, schema: str='public'): """Test whether or not a psycopg2-pgevents trigger is installed for a table. Parameters ---------- connection: psycopg2.extensions.connection Active connection to a PostGreSQL database. table: str Table...

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26.617647

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def read_proto_object(fobj, klass): """Read a block of data and parse using the given protobuf object.""" log.debug('%s chunk', klass.__name__) obj = klass() obj.ParseFromString(read_block(fobj)) log.debug('Header: %s', str(obj)) return obj

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36.857143

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def exceptions(self): """ Returns a list of ParamDoc objects (with empty names) of the exception tags for the function. >>> comments = parse_comments_for_file('examples/module_closure.js') >>> fn1 = FunctionDoc(comments[1]) >>> fn1.exceptions[0].doc 'Another exce...

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38.071429

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def dir_is_glotk(path): """check that the current directory is a glotk project folder""" test_set = set(["gloTK_info", "gloTK_assemblies", "gloTK_configs", "gloTK_reads", "gloTK_fastqc", "gloTK_kmer", "gloTK_reports"]) #http://stackoverflow.com/que...

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39.923077

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def LatLngsToGoogleLink(source, destination): """Return a string "<a ..." for a trip at a random time.""" dt = GetRandomDatetime() return "<a href='%s'>from:%s to:%s on %s</a>" % ( LatLngsToGoogleUrl(source, destination, dt), FormatLatLng(source), FormatLatLng(destination), dt.ctime())

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43.428571

11