kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def webhelp(i): """ Input: { from access function } Output: { return - return code = 0, if successful > 0, if error (error) - error text if return > 0 } """ a=i.get('repo_uoa','') m=i.get('module_uoa...	[ "def", "webhelp", "(", "i", ")", ":", "a", "=", "i", ".", "get", "(", "'repo_uoa'", ",", "''", ")", "m", "=", "i", ".", "get", "(", "'module_uoa'", ",", "''", ")", "duoa", "=", "i", ".", "get", "(", "'data_uoa'", ",", "''", ")", "url", "=", ...	20.697674	0.04721
def add_note(path, filename="note.txt"): """Opens a txt file at the given path where user can add and save notes. Args: path (str): Directory where note will be saved. filename (str): Name of note. Defaults to "note.txt" """ path = os.path.expanduser(path) assert os.path.isdir(path)...	[ "def", "add_note", "(", "path", ",", "filename", "=", "\"note.txt\"", ")", ":", "path", "=", "os", ".", "path", ".", "expanduser", "(", "path", ")", "assert", "os", ".", "path", ".", "isdir", "(", "path", ")", ",", "\"{} is not a valid directory.\"", "."...	31.181818	0.001414
def proj4_to_epsg(projection): """Attempts to convert a PROJ4 projection object to an EPSG code and returns None if conversion fails""" def make_definition(value): return {x.strip().lower() for x in value.split('+') if x} # Use the EPSG in the definition if available match = EPSG_RE.search(pro...	[ "def", "proj4_to_epsg", "(", "projection", ")", ":", "def", "make_definition", "(", "value", ")", ":", "return", "{", "x", ".", "strip", "(", ")", ".", "lower", "(", ")", "for", "x", "in", "value", ".", "split", "(", "'+'", ")", "if", "x", "}", "...	41.125	0.00198
def get_user_info(twitter_user): """ An example of using the query_user_info method :param twitter_user: the twitter user to capture user data :return: twitter_user_data: returns a dictionary of twitter user data """ user_info = query_user_info(user=twitter_user) twitter_user_data = {} t...	[ "def", "get_user_info", "(", "twitter_user", ")", ":", "user_info", "=", "query_user_info", "(", "user", "=", "twitter_user", ")", "twitter_user_data", "=", "{", "}", "twitter_user_data", "[", "\"user\"", "]", "=", "user_info", ".", "user", "twitter_user_data", ...	42.857143	0.001087
def _maketicks_selected(self, plt, branches): """ utility private method to add ticks to a band structure with selected branches """ ticks = self.get_ticks() distance = [] label = [] rm_elems = [] for i in range(1, len(ticks['distance'])): if t...	[ "def", "_maketicks_selected", "(", "self", ",", "plt", ",", "branches", ")", ":", "ticks", "=", "self", ".", "get_ticks", "(", ")", "distance", "=", "[", "]", "label", "=", "[", "]", "rm_elems", "=", "[", "]", "for", "i", "in", "range", "(", "1", ...	42.214953	0.001947
def on_start_scene(self, event: StartScene, signal: Callable[[Any], None]): """ Start a new scene. The current scene pauses. """ self.pause_scene() self.start_scene(event.new_scene, event.kwargs)	[ "def", "on_start_scene", "(", "self", ",", "event", ":", "StartScene", ",", "signal", ":", "Callable", "[", "[", "Any", "]", ",", "None", "]", ")", ":", "self", ".", "pause_scene", "(", ")", "self", ".", "start_scene", "(", "event", ".", "new_scene", ...	38.333333	0.008511
def _dnsname_to_stdlib(name): """ Converts a dNSName SubjectAlternativeName field to the form used by the standard library on the given Python version. Cryptography produces a dNSName as a unicode string that was idna-decoded from ASCII bytes. We need to idna-encode that string to get it back, and ...	[ "def", "_dnsname_to_stdlib", "(", "name", ")", ":", "def", "idna_encode", "(", "name", ")", ":", "\"\"\"\n Borrowed wholesale from the Python Cryptography Project. It turns out\n that we can't just safely call `idna.encode`: it can explode for\n wildcard names. This avoi...	37.027778	0.000731
def set_items(self, items): """ Defer until later so the view is only updated after all items are added. """ self._pending_view_refreshes +=1 timed_call(self._pending_timeout, self._refresh_layout)	[ "def", "set_items", "(", "self", ",", "items", ")", ":", "self", ".", "_pending_view_refreshes", "+=", "1", "timed_call", "(", "self", ".", "_pending_timeout", ",", "self", ".", "_refresh_layout", ")" ]	34.428571	0.020243
def install_modules(wip): """Install the plugin modules""" def install_module(hfos_module): """Install a single module via setuptools""" try: setup = Popen( [ sys.executable, 'setup.py', 'develop' ...	[ "def", "install_modules", "(", "wip", ")", ":", "def", "install_module", "(", "hfos_module", ")", ":", "\"\"\"Install a single module via setuptools\"\"\"", "try", ":", "setup", "=", "Popen", "(", "[", "sys", ".", "executable", ",", "'setup.py'", ",", "'develop'",...	25.818182	0.001507
def get_container_file_download_url(cluster, environ, topology, container, path, role=None): ''' :param cluster: :param environ: :param topology: :param container: :param path: :param role: :return: ''' params = dict( cluster=cluster, environ=environ, ...	[ "def", "get_container_file_download_url", "(", "cluster", ",", "environ", ",", "topology", ",", "container", ",", "path", ",", "role", "=", "None", ")", ":", "params", "=", "dict", "(", "cluster", "=", "cluster", ",", "environ", "=", "environ", ",", "topol...	24.153846	0.01072
def best_buy_2(self): """ 量縮價不跌 :rtype: bool """ result = self.data.value[-1] < self.data.value[-2] and \ self.data.price[-1] > self.data.price[-2] return result	[ "def", "best_buy_2", "(", "self", ")", ":", "result", "=", "self", ".", "data", ".", "value", "[", "-", "1", "]", "<", "self", ".", "data", ".", "value", "[", "-", "2", "]", "and", "self", ".", "data", ".", "price", "[", "-", "1", "]", ">", ...	27	0.013453
def _get_arch(): """ Determines the current processor architecture. @rtype: str @return: On error, returns: - L{ARCH_UNKNOWN} (C{"unknown"}) meaning the architecture could not be detected or is not known to WinAppDbg. On success, returns one of the following values: ...	[ "def", "_get_arch", "(", ")", ":", "try", ":", "si", "=", "GetNativeSystemInfo", "(", ")", "except", "Exception", ":", "si", "=", "GetSystemInfo", "(", ")", "try", ":", "return", "_arch_map", "[", "si", ".", "id", ".", "w", ".", "wProcessorArchitecture",...	42.595238	0.002186
def ASR_C(value, amount, width): """ The ARM ASR_C (arithmetic shift right with carry) operation. :param value: Value to shift :type value: int or long or BitVec :param int amount: How many bits to shift it. :param int width: Width of the value :return: Resultant value and carry result ...	[ "def", "ASR_C", "(", "value", ",", "amount", ",", "width", ")", ":", "assert", "amount", "<=", "width", "assert", "amount", ">", "0", "assert", "amount", "+", "width", "<=", "width", "*", "2", "value", "=", "Operators", ".", "SEXTEND", "(", "value", ...	31.888889	0.001692
def addAPK(self, filename, data): """ Add an APK file to the Session and run analysis on it. :param filename: (file)name of APK file :param data: binary data of the APK file :return: a tuple of SHA256 Checksum and APK Object """ digest = hashlib.sha256(data).hexd...	[ "def", "addAPK", "(", "self", ",", "filename", ",", "data", ")", ":", "digest", "=", "hashlib", ".", "sha256", "(", "data", ")", ".", "hexdigest", "(", ")", "log", ".", "debug", "(", "\"add APK:%s\"", "%", "digest", ")", "apk", "=", "APK", "(", "da...	32.666667	0.002478
def connect(self): """connect to the various databases, the credientals and settings of which are found in the sherlock settings file Return: - ``transientsDbConn`` -- the database hosting the transient source data - ``cataloguesDbConn`` -- connection to the database hosting...	[ "def", "connect", "(", "self", ")", ":", "self", ".", "log", ".", "debug", "(", "'starting the ``get`` method'", ")", "transientSettings", "=", "self", ".", "settings", "[", "\"database settings\"", "]", "[", "\"transients\"", "]", "catalogueSettings", "=", "sel...	36.033708	0.001821
def ODP(CASRN, AvailableMethods=False, Method=None): r'''This function handles the retrieval of a chemical's Ozone Depletion Potential, relative to CFC-11 (trichlorofluoromethane). Lookup is based on CASRNs. Will automatically select a data source to use if no Method is provided; returns None if the dat...	[ "def", "ODP", "(", "CASRN", ",", "AvailableMethods", "=", "False", ",", "Method", "=", "None", ")", ":", "def", "list_methods", "(", ")", ":", "methods", "=", "[", "]", "if", "CASRN", "in", "ODP_data", ".", "index", ":", "if", "not", "pd", ".", "is...	40.737288	0.000812
def search_group_by_id(self, groupID) -> Group: """ searches a group by given id Args: groupID(str): groupID the group to search for Returns the group object or None if it couldn't find a group """ for g in self.groups: ...	[ "def", "search_group_by_id", "(", "self", ",", "groupID", ")", "->", "Group", ":", "for", "g", "in", "self", ".", "groups", ":", "if", "g", ".", "id", "==", "groupID", ":", "return", "g", "return", "None" ]	28.923077	0.010309
def occurs_in_type(v, type2): """Checks whether a type variable occurs in a type expression. Note: Must be called with v pre-pruned Args: v: The TypeVariable to be tested for type2: The type in which to search Returns: True if v occurs in type2, otherwise False """ pr...	[ "def", "occurs_in_type", "(", "v", ",", "type2", ")", ":", "pruned_type2", "=", "prune", "(", "type2", ")", "if", "pruned_type2", "==", "v", ":", "return", "True", "elif", "isinstance", "(", "pruned_type2", ",", "TypeOperator", ")", ":", "return", "occurs_...	27.111111	0.00198
def ac_decode(longval, nbits, probs): """Decode the number to a string using the given statistics. This is a wrapper for :py:meth:`Arithmetic.decode`. Parameters ---------- longval : int The first part of an encoded tuple from ac_encode nbits : int The second part of an encoded...	[ "def", "ac_decode", "(", "longval", ",", "nbits", ",", "probs", ")", ":", "coder", "=", "Arithmetic", "(", ")", "coder", ".", "set_probs", "(", "probs", ")", "return", "coder", ".", "decode", "(", "longval", ",", "nbits", ")" ]	24.733333	0.001297
def summarize_results(self, individual_results=False): """ Prints a summarized table of results from replicate runs, or, if individual_result=True, then returns a list of separate dataframes for each replicate run. """ ## return results depending on algorithm ...	[ "def", "summarize_results", "(", "self", ",", "individual_results", "=", "False", ")", ":", "## return results depending on algorithm", "## algorithm 00", "if", "(", "not", "self", ".", "params", ".", "infer_delimit", ")", "&", "(", "not", "self", ".", "params", ...	39.925926	0.011775
def bovy_ars(domain,isDomainFinite,abcissae,hx,hpx,nsamples=1, hxparams=(),maxn=100): """bovy_ars: Implementation of the Adaptive-Rejection Sampling algorithm by Gilks & Wild (1992): Adaptive Rejection Sampling for Gibbs Sampling, Applied Statistics, 41, 337 Based on Wild & Gilks (1993), Al...	[ "def", "bovy_ars", "(", "domain", ",", "isDomainFinite", ",", "abcissae", ",", "hx", ",", "hpx", ",", "nsamples", "=", "1", ",", "hxparams", "=", "(", ")", ",", "maxn", "=", "100", ")", ":", "#First set-up the upper and lower hulls", "hull", "=", "setup_hu...	34.291667	0.017129
def VarCircle(XY, Par): # must have at least 4 sets of xy points or else division by zero occurs """ computing the sample variance of distances from data points (XY) to the circle Par = [a b R] """ if type(XY) != numpy.ndarray: XY = numpy.array(XY) n = len(XY) if n < 4: raise Wa...	[ "def", "VarCircle", "(", "XY", ",", "Par", ")", ":", "# must have at least 4 sets of xy points or else division by zero occurs", "if", "type", "(", "XY", ")", "!=", "numpy", ".", "ndarray", ":", "XY", "=", "numpy", ".", "array", "(", "XY", ")", "n", "=", "le...	40	0.012216
def _add_grid_attributes(self, ds): """Add model grid attributes to a dataset""" for name_int, names_ext in self._grid_attrs.items(): ds_coord_name = set(names_ext).intersection(set(ds.coords) \| set(ds.data_vars)) model_attr...	[ "def", "_add_grid_attributes", "(", "self", ",", "ds", ")", ":", "for", "name_int", ",", "names_ext", "in", "self", ".", "_grid_attrs", ".", "items", "(", ")", ":", "ds_coord_name", "=", "set", "(", "names_ext", ")", ".", "intersection", "(", "set", "(",...	52.914286	0.00106
def t_filelist(self, s): r' @\w+' self.rv.append(Token(type='FILELIST', attr=s[1:]))	[ "def", "t_filelist", "(", "self", ",", "s", ")", ":", "self", ".", "rv", ".", "append", "(", "Token", "(", "type", "=", "'FILELIST'", ",", "attr", "=", "s", "[", "1", ":", "]", ")", ")" ]	33.333333	0.019608
def unsubscribe_from_chat( self, subscriber: Callable[[events.ChatMessageWasReceived], None], ) -> None: """ Not thread-safe. """ self._chat_subscribers.remove(subscriber)	[ "def", "unsubscribe_from_chat", "(", "self", ",", "subscriber", ":", "Callable", "[", "[", "events", ".", "ChatMessageWasReceived", "]", ",", "None", "]", ",", ")", "->", "None", ":", "self", ".", "_chat_subscribers", ".", "remove", "(", "subscriber", ")" ]	24	0.013393
def getOutput(self): """ Returns the combined output of stdout and stderr """ output = self.stdout if self.stdout: output += '\r\n' output += self.stderr return output	[ "def", "getOutput", "(", "self", ")", ":", "output", "=", "self", ".", "stdout", "if", "self", ".", "stdout", ":", "output", "+=", "'\\r\\n'", "output", "+=", "self", ".", "stderr", "return", "output" ]	25.222222	0.008511
def visit_and_update_expressions(self, visitor_fn): """Create an updated version (if needed) of the Filter via the visitor pattern.""" new_predicate = self.predicate.visit_and_update(visitor_fn) if new_predicate is not self.predicate: return Filter(new_predicate) else: ...	[ "def", "visit_and_update_expressions", "(", "self", ",", "visitor_fn", ")", ":", "new_predicate", "=", "self", ".", "predicate", ".", "visit_and_update", "(", "visitor_fn", ")", "if", "new_predicate", "is", "not", "self", ".", "predicate", ":", "return", "Filter...	47.285714	0.008902
def clean_worksheet(wks, gfile_id, wks_name, credentials): """DOCS...""" values = wks.get_all_values() if values: df_ = pd.DataFrame(index=range(len(values)), columns=range(len(values[0]))) df_ = df_.fillna('') wks = upload(df_, gfile_id, wks_name=wks_name...	[ "def", "clean_worksheet", "(", "wks", ",", "gfile_id", ",", "wks_name", ",", "credentials", ")", ":", "values", "=", "wks", ".", "get_all_values", "(", ")", "if", "values", ":", "df_", "=", "pd", ".", "DataFrame", "(", "index", "=", "range", "(", "len"...	36.583333	0.002222
def move(name, target, *kwargs): ''' Move scheduled job to another minion or minions. CLI Example: .. code-block:: bash salt '' schedule.move jobname target ''' ret = {'comment': [], 'result': True} if not name: ret['comment'] = 'Job name is required.' ...	[ "def", "move", "(", "name", ",", "target", ",", "", "", "kwargs", ")", ":", "ret", "=", "{", "'comment'", ":", "[", "]", ",", "'result'", ":", "True", "}", "if", "not", "name", ":", "ret", "[", "'comment'", "]", "=", "'Job name is required.'", "r...	30.75	0.001969
def shutdown(pidfile, signalnb=None, frame=None): """Clean up pidfile upon shutdown. Notice: We should register this function as signal handler for the following termination signals: SIGHUP SIGTERM SIGABRT SIGINT Arguments: pidfile (s...	[ "def", "shutdown", "(", "pidfile", ",", "signalnb", "=", "None", ",", "frame", "=", "None", ")", ":", "log", "=", "logging", ".", "getLogger", "(", "PROGRAM_NAME", ")", "log", ".", "info", "(", "\"received %s at %s\"", ",", "signalnb", ",", "frame", ")",...	30.333333	0.001332
def glm(self, data: ['SASdata', str] = None, absorb: str = None, by: str = None, cls: [str, list] = None, contrast: str = None, estimate: str = None, freq: str = None, id: str = None, lsmeans: str = None, manova:...	[ "def", "glm", "(", "self", ",", "data", ":", "[", "'SASdata'", ",", "str", "]", "=", "None", ",", "absorb", ":", "str", "=", "None", ",", "by", ":", "str", "=", "None", ",", "cls", ":", "[", "str", ",", "list", "]", "=", "None", ",", "contras...	52.085106	0.010425
def parse_description(): """ Parse the description in the README file pandoc --from=markdown --to=rst --output=README.rst README.md CommandLine: python -c "import setup; print(setup.parse_description())" """ from os.path import dirname, join, exists readme_fpath = join(dirname(__fi...	[ "def", "parse_description", "(", ")", ":", "from", "os", ".", "path", "import", "dirname", ",", "join", ",", "exists", "readme_fpath", "=", "join", "(", "dirname", "(", "__file__", ")", ",", "'README.rst'", ")", "# This breaks on pip install, so check that it exis...	31.052632	0.001645
def schedule_host_downtime(self, host, start_time, end_time, fixed, trigger_id, duration, author, comment): """Schedule a host downtime Format of the line that triggers function call:: SCHEDULE_HOST_DOWNTIME;<host_name>;<start_time>;<end_time>;<fixed>; <tr...	[ "def", "schedule_host_downtime", "(", "self", ",", "host", ",", "start_time", ",", "end_time", ",", "fixed", ",", "trigger_id", ",", "duration", ",", "author", ",", "comment", ")", ":", "data", "=", "{", "'ref'", ":", "host", ".", "uuid", ",", "'ref_type...	41.394737	0.002484
def vMh2_to_m2Lambda(v, Mh2, C, scale_high): """Function to numerically determine the parameters of the Higgs potential given the physical Higgs VEV and mass.""" if C['phi'] == 0 and C['phiBox'] == 0 and C['phiD'] == 0: return _vMh2_to_m2Lambda_SM(v, Mh2) else: def f0(x): # we want the ...	[ "def", "vMh2_to_m2Lambda", "(", "v", ",", "Mh2", ",", "C", ",", "scale_high", ")", ":", "if", "C", "[", "'phi'", "]", "==", "0", "and", "C", "[", "'phiBox'", "]", "==", "0", "and", "C", "[", "'phiD'", "]", "==", "0", ":", "return", "_vMh2_to_m2La...	48.222222	0.00113
def read_las(source, closefd=True): """ Entry point for reading las data in pylas Reads the whole file into memory. >>> las = read_las("pylastests/simple.las") >>> las.classification array([1, 1, 1, ..., 1, 1, 1], dtype=uint8) Parameters ---------- source : str or io.BytesIO T...	[ "def", "read_las", "(", "source", ",", "closefd", "=", "True", ")", ":", "with", "open_las", "(", "source", ",", "closefd", "=", "closefd", ")", "as", "reader", ":", "return", "reader", ".", "read", "(", ")" ]	26.230769	0.001414
def do_scan_range(self, line): """Do an ad-hoc scan of a range of points (group 1, variation 2, indexes 0-3). Command syntax is: scan_range""" self.application.master.ScanRange(opendnp3.GroupVariationID(1, 2), 0, 3, opendnp3.TaskConfig().Default())	[ "def", "do_scan_range", "(", "self", ",", "line", ")", ":", "self", ".", "application", ".", "master", ".", "ScanRange", "(", "opendnp3", ".", "GroupVariationID", "(", "1", ",", "2", ")", ",", "0", ",", "3", ",", "opendnp3", ".", "TaskConfig", "(", "...	87.333333	0.015152
def iter_source_code(paths, config, skipped): """Iterate over all Python source files defined in paths.""" for path in paths: if os.path.isdir(path): if should_skip(path, config, os.getcwd()): skipped.append(path) continue for dirpath, dirnames, f...	[ "def", "iter_source_code", "(", "paths", ",", "config", ",", "skipped", ")", ":", "for", "path", "in", "paths", ":", "if", "os", ".", "path", ".", "isdir", "(", "path", ")", ":", "if", "should_skip", "(", "path", ",", "config", ",", "os", ".", "get...	42.428571	0.001098
def extract_round_trips(transactions, portfolio_value=None): """Group transactions into "round trips". First, transactions are grouped by day and directionality. Then, long and short transactions are matched to create round-trip round_trips for which PnL, duration and returns are...	[ "def", "extract_round_trips", "(", "transactions", ",", "portfolio_value", "=", "None", ")", ":", "transactions", "=", "_groupby_consecutive", "(", "transactions", ")", "roundtrips", "=", "[", "]", "for", "sym", ",", "trans_sym", "in", "transactions", ".", "grou...	41.528455	0.000191
def hamm_gen(self,j): """ Generates parity check matrix (H) and generator matrix (G). Parameters ---------- j: Number of Hamming code parity bits with n = 2^j-1 and k = n-j returns ------- G: Systematic generator matrix with left...	[ "def", "hamm_gen", "(", "self", ",", "j", ")", ":", "if", "(", "j", "<", "3", ")", ":", "raise", "ValueError", "(", "'j must be > 2'", ")", "# calculate codeword length", "n", "=", "2", "**", "j", "-", "1", "# calculate source bit length", "k", "=", "n",...	27.484375	0.022503
def __unhook_dll(self, event): """ Unhook the requested API calls (in self.apiHooks). This method is called automatically whenever a DLL is unloaded. """ debug = event.debug pid = event.get_pid() for hook_api_stub in self.__get_hooks_for_dll(event): ...	[ "def", "__unhook_dll", "(", "self", ",", "event", ")", ":", "debug", "=", "event", ".", "debug", "pid", "=", "event", ".", "get_pid", "(", ")", "for", "hook_api_stub", "in", "self", ".", "__get_hooks_for_dll", "(", "event", ")", ":", "hook_api_stub", "."...	34.4	0.008499
def compute_settings(args, rc_settings): """ Merge arguments and rc_settings. """ settings = {} for key, value in args.items(): if key in ['reverse', 'opposite']: settings[key] = value ^ rc_settings.get(key, False) else: settings[key] = value or rc_settings.ge...	[ "def", "compute_settings", "(", "args", ",", "rc_settings", ")", ":", "settings", "=", "{", "}", "for", "key", ",", "value", "in", "args", ".", "items", "(", ")", ":", "if", "key", "in", "[", "'reverse'", ",", "'opposite'", "]", ":", "settings", "[",...	28.785714	0.002404
def _find_devices(serial=None): """ Returns a list of CrazyRadio devices currently connected to the computer """ ret = [] if pyusb1: for d in usb.core.find(idVendor=0x1915, idProduct=0x7777, find_all=1, backend=pyusb_backend): if serial is not None...	[ "def", "_find_devices", "(", "serial", "=", "None", ")", ":", "ret", "=", "[", "]", "if", "pyusb1", ":", "for", "d", "in", "usb", ".", "core", ".", "find", "(", "idVendor", "=", "0x1915", ",", "idProduct", "=", "0x7777", ",", "find_all", "=", "1", ...	32.608696	0.001295
def quote(src_string, return_expr=False): """Go from source code to AST nodes. This function returns a tree without enclosing `Module` or `Expr` nodes. Args: src_string: The source code to parse. return_expr: Whether or not to return a containing expression. This can be set to `True` if the resu...	[ "def", "quote", "(", "src_string", ",", "return_expr", "=", "False", ")", ":", "node", "=", "parse_string", "(", "src_string", ")", "body", "=", "node", ".", "body", "if", "len", "(", "body", ")", "==", "1", ":", "if", "isinstance", "(", "body", "[",...	25.875	0.013975
def load_MACHO(macho_id): """lightcurve of 2 bands (R, B) from the MACHO survey. Notes ----- The files are gathered from the original FATS project tutorial: https://github.com/isadoranun/tsfeat """ tarfname = "{}.tar.bz2".format(macho_id) tarpath = os.path.join(DATA_PATH, tarfname) ...	[ "def", "load_MACHO", "(", "macho_id", ")", ":", "tarfname", "=", "\"{}.tar.bz2\"", ".", "format", "(", "macho_id", ")", "tarpath", "=", "os", ".", "path", ".", "join", "(", "DATA_PATH", ",", "tarfname", ")", "rpath", "=", "\"{}.R.mjd\"", ".", "format", "...	28.833333	0.000932
def create_database(dbpath, schema='', overwrite=True): """ Create a new database at the given dbpath Parameters ---------- dbpath: str The full path for the new database, including the filename and .db file extension. schema: str The path to the .sql schema for the database ...	[ "def", "create_database", "(", "dbpath", ",", "schema", "=", "''", ",", "overwrite", "=", "True", ")", ":", "if", "dbpath", ".", "endswith", "(", "'.db'", ")", ":", "if", "os", ".", "path", ".", "isfile", "(", "dbpath", ")", "and", "overwrite", ":", ...	39.823529	0.008652
def url_for(self, attr=None, filter_value=None, service_type=None, endpoint_type="publicURL", service_name=None, volume_service_name=None): """Fetches the public URL from the given service for a particular endpoint attribute. If none given, returns the first. See tests fo...	[ "def", "url_for", "(", "self", ",", "attr", "=", "None", ",", "filter_value", "=", "None", ",", "service_type", "=", "None", ",", "endpoint_type", "=", "\"publicURL\"", ",", "service_name", "=", "None", ",", "volume_service_name", "=", "None", ")", ":", "m...	43.928571	0.001591
def rebuild_tree(self, request): ''' Rebuilds the tree and clears the cache. ''' self.model.objects.rebuild() self.message_user(request, _('Menu Tree Rebuilt.')) return self.clean_cache(request)	[ "def", "rebuild_tree", "(", "self", ",", "request", ")", ":", "self", ".", "model", ".", "objects", ".", "rebuild", "(", ")", "self", ".", "message_user", "(", "request", ",", "_", "(", "'Menu Tree Rebuilt.'", ")", ")", "return", "self", ".", "clean_cach...	33.714286	0.008264
def quote_xml(inStr): "Escape markup chars, but do not modify CDATA sections." if not inStr: return '' s1 = (isinstance(inStr, BaseStrType_) and inStr or '%s' % inStr) s2 = '' pos = 0 matchobjects = CDATA_pattern_.finditer(s1) for mo in matchobjects: s3 = s1[pos:mo.start()] ...	[ "def", "quote_xml", "(", "inStr", ")", ":", "if", "not", "inStr", ":", "return", "''", "s1", "=", "(", "isinstance", "(", "inStr", ",", "BaseStrType_", ")", "and", "inStr", "or", "'%s'", "%", "inStr", ")", "s2", "=", "''", "pos", "=", "0", "matchob...	28.5	0.002123
def _resize_panels(self): """ Resize panels """ self.theme.setup_figure(self.figure) self.facet.spaceout_and_resize_panels()	[ "def", "_resize_panels", "(", "self", ")", ":", "self", ".", "theme", ".", "setup_figure", "(", "self", ".", "figure", ")", "self", ".", "facet", ".", "spaceout_and_resize_panels", "(", ")" ]	26.5	0.012195
def time_track(self, absolute_time=False, accuracy='ns'): """Return an array of time or the independent variable for this channel This depends on the object having the wf_increment and wf_start_offset properties defined. Note that wf_start_offset is usually zero for time-series data. ...	[ "def", "time_track", "(", "self", ",", "absolute_time", "=", "False", ",", "accuracy", "=", "'ns'", ")", ":", "try", ":", "increment", "=", "self", ".", "property", "(", "'wf_increment'", ")", "offset", "=", "self", ".", "property", "(", "'wf_start_offset'...	36.967742	0.00085
def render_transparent_chit(): """ Render a transparent chit for external, sized images """ if request.if_none_match.contains('chit') or request.if_modified_since: return 'Not modified', 304 out_bytes = base64.b64decode( "R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7") retur...	[ "def", "render_transparent_chit", "(", ")", ":", "if", "request", ".", "if_none_match", ".", "contains", "(", "'chit'", ")", "or", "request", ".", "if_modified_since", ":", "return", "'Not modified'", ",", "304", "out_bytes", "=", "base64", ".", "b64decode", "...	44.4	0.002208
def open_attributes_file(self): ''' Called during initialization. Only needs to be explicitly called if save_and_close_attributes is explicitly called beforehand. ''' if not self.saveable(): raise AttributeError("Cannot open attribute file without a valid file...	[ "def", "open_attributes_file", "(", "self", ")", ":", "if", "not", "self", ".", "saveable", "(", ")", ":", "raise", "AttributeError", "(", "\"Cannot open attribute file without a valid file\"", ")", "if", "self", ".", "_db_closed", ":", "self", ".", "_fd", "=", ...	47.571429	0.010309
def validate(self): """Validate workflow object. This method currently validates the workflow object with the use of cwltool. It writes the workflow to a tmp CWL file, reads it, validates it and removes the tmp file again. By default, the workflow is written to file using absolu...	[ "def", "validate", "(", "self", ")", ":", "# define tmpfile", "(", "fd", ",", "tmpfile", ")", "=", "tempfile", ".", "mkstemp", "(", ")", "os", ".", "close", "(", "fd", ")", "try", ":", "# save workflow object to tmpfile,", "# do not recursively call validate fun...	39.65	0.002463
async def sonar_config(self, trigger_pin, echo_pin, cb=None, ping_interval=50, max_distance=200, cb_type=None): """ Configure the pins,ping interval and maximum distance for an HC-SR04 type device. Single pin configuration may be used. To do so, set both the tr...	[ "async", "def", "sonar_config", "(", "self", ",", "trigger_pin", ",", "echo_pin", ",", "cb", "=", "None", ",", "ping_interval", "=", "50", ",", "max_distance", "=", "200", ",", "cb_type", "=", "None", ")", ":", "# if there is an entry for the trigger pin in exis...	44.039216	0.001307
def list(self, limit=None, marker=None, return_raw=False, other_keys=None): """ Returns a list of resource objects. Pagination is supported through the optional 'marker' and 'limit' parameters. Some APIs do not follow the typical pattern in their responses, and the BaseManager s...	[ "def", "list", "(", "self", ",", "limit", "=", "None", ",", "marker", "=", "None", ",", "return_raw", "=", "False", ",", "other_keys", "=", "None", ")", ":", "uri", "=", "\"/%s\"", "%", "self", ".", "uri_base", "pagination_items", "=", "[", "]", "if"...	51.551724	0.001313
def cat_extract(tar, member, targetpath): """Extract a regular file member using cat for async-like I/O Mostly adapted from tarfile.py. """ assert member.isreg() # Fetch the TarInfo object for the given name and build the # destination pathname, replacing forward slashes to platform # spe...	[ "def", "cat_extract", "(", "tar", ",", "member", ",", "targetpath", ")", ":", "assert", "member", ".", "isreg", "(", ")", "# Fetch the TarInfo object for the given name and build the", "# destination pathname, replacing forward slashes to platform", "# specific separators.", "t...	33.047619	0.0007
def add(self, nick): """\ Indicate that the worker with given nick is performing this task """ self.data[nick] = '' self.workers.add(nick)	[ "def", "add", "(", "self", ",", "nick", ")", ":", "self", ".", "data", "[", "nick", "]", "=", "''", "self", ".", "workers", ".", "add", "(", "nick", ")" ]	28.833333	0.011236
def get_device_address(usb_device): """ Returns the grizzly's internal address value. Returns a negative error value in case of error. """ try: usb_device.ctrl_transfer(0x21, 0x09, 0x0300, 0, GrizzlyUSB.COMMAND_GET_ADDR) internal_addr = usb_device.ctrl_transfer(0xa1, 0x01, 0x0301...	[ "def", "get_device_address", "(", "usb_device", ")", ":", "try", ":", "usb_device", ".", "ctrl_transfer", "(", "0x21", ",", "0x09", ",", "0x0300", ",", "0", ",", "GrizzlyUSB", ".", "COMMAND_GET_ADDR", ")", "internal_addr", "=", "usb_device", ".", "ctrl_transfe...	55.25	0.011136
def has(self, key: str) -> bool: """ Returns True is set() has been called for a key. The cached value may be of type 'None'. :param key: :return: """ if key in self._services: return True return False	[ "def", "has", "(", "self", ",", "key", ":", "str", ")", "->", "bool", ":", "if", "key", "in", "self", ".", "_services", ":", "return", "True", "return", "False" ]	29	0.011152
def serialize(self, null_values=False): """ :type null_values bool :rtype: dict """ ret = {} property_dict = dict(self.__class__.__dict__) # contain view definition defaults property_dict.update(self.__dict__) # overrides done at runtime for k in property_dict.keys(): if k[:1] =...	[ "def", "serialize", "(", "self", ",", "null_values", "=", "False", ")", ":", "ret", "=", "{", "}", "property_dict", "=", "dict", "(", "self", ".", "__class__", ".", "__dict__", ")", "# contain view definition defaults", "property_dict", ".", "update", "(", "...	30.810811	0.011905
def is_sub_to_any(self, *super_entities): """ Given a list of super entities, return the entities that have super entities that interset with those provided. """ if super_entities: return self.filter(id__in=EntityRelationship.objects.filter( super_entity__in=s...	[ "def", "is_sub_to_any", "(", "self", ",", "*", "super_entities", ")", ":", "if", "super_entities", ":", "return", "self", ".", "filter", "(", "id__in", "=", "EntityRelationship", ".", "objects", ".", "filter", "(", "super_entity__in", "=", "super_entities", ")...	44.666667	0.009756
def destroy(name, call=None): """ This function irreversibly destroys a virtual machine on the cloud provider. Before doing so, it should fire an event on the Salt event bus. The tag for this event is `salt/cloud/<vm name>/destroying`. Once the virtual machine has been destroyed, another event is f...	[ "def", "destroy", "(", "name", ",", "call", "=", "None", ")", ":", "log", ".", "info", "(", "\"Attempting to delete instance %s\"", ",", "name", ")", "if", "call", "==", "'function'", ":", "raise", "SaltCloudSystemExit", "(", "'The destroy action must be called wi...	30.215385	0.001972
def _parse_option(cls, token): """ Parse an option expression. :param token: The option expression :type token: str :rtype: InputOption """ description = "" validator = None if " : " in token: token, description = tuple(token.split("...	[ "def", "_parse_option", "(", "cls", ",", "token", ")", ":", "description", "=", "\"\"", "validator", "=", "None", "if", "\" : \"", "in", "token", ":", "token", ",", "description", "=", "tuple", "(", "token", ".", "split", "(", "\" : \"", ",", "2", ")",...	28.164179	0.001024
def perf_total(self, value): """The perf_total property. Args: value (string). the property value. """ if value == self._defaults['perfTotal'] and 'perfTotal' in self._values: del self._values['perfTotal'] else: self._values['perfTotal...	[ "def", "perf_total", "(", "self", ",", "value", ")", ":", "if", "value", "==", "self", ".", "_defaults", "[", "'perfTotal'", "]", "and", "'perfTotal'", "in", "self", ".", "_values", ":", "del", "self", ".", "_values", "[", "'perfTotal'", "]", "else", "...	32.1	0.012121
def simulation(self, ts_length=90, random_state=None): """ Compute a simulated sample path assuming Gaussian shocks. Parameters ---------- ts_length : scalar(int), optional(default=90) Number of periods to simulate for random_state : int or np.random.RandomS...	[ "def", "simulation", "(", "self", ",", "ts_length", "=", "90", ",", "random_state", "=", "None", ")", ":", "from", "scipy", ".", "signal", "import", "dlsim", "random_state", "=", "check_random_state", "(", "random_state", ")", "sys", "=", "self", ".", "ma_...	32.724138	0.002047
def _query(function, consul_url, token=None, method='GET', api_version='v1', data=None, query_params=None): ''' Consul object method function to construct and execute on the API URL. :param api_url: The Consul api url. :param api_ver...	[ "def", "_query", "(", "function", ",", "consul_url", ",", "token", "=", "None", ",", "method", "=", "'GET'", ",", "api_version", "=", "'v1'", ",", "data", "=", "None", ",", "query_params", "=", "None", ")", ":", "if", "not", "query_params", ":", "query...	28.234375	0.00107
def EnumerateClassNames(self, namespace=None, ClassName=None, DeepInheritance=None, **extra): # pylint: disable=invalid-name,line-too-long """ Enumerate the names of subclasses of a class, or of the top-level classes in a namespace. This method perfor...	[ "def", "EnumerateClassNames", "(", "self", ",", "namespace", "=", "None", ",", "ClassName", "=", "None", ",", "DeepInheritance", "=", "None", ",", "", "", "extra", ")", ":", "# pylint: disable=invalid-name,line-too-long", "exc", "=", "None", "classnames", "=",...	38.796992	0.000756
def get_lines_without_comments(filename: str) -> List[str]: """ Reads a file, and returns all lines as a list, left- and right-stripping the lines and removing everything on a line after the first ``#``. NOTE: does not cope well with quoted ``#`` symbols! """ lines = [] with open(filename) a...	[ "def", "get_lines_without_comments", "(", "filename", ":", "str", ")", "->", "List", "[", "str", "]", ":", "lines", "=", "[", "]", "with", "open", "(", "filename", ")", "as", "f", ":", "for", "line", "in", "f", ":", "line", "=", "line", ".", "parti...	36.333333	0.001789
def make_pixel_mask_from_col_row(column, row, default=0, value=1): '''Generate mask from column and row lists Parameters ---------- column : iterable, int List of colums values. row : iterable, int List of row values. default : int Value of pixels that are not ...	[ "def", "make_pixel_mask_from_col_row", "(", "column", ",", "row", ",", "default", "=", "0", ",", "value", "=", "1", ")", ":", "# FE columns and rows start from 1\r", "col_array", "=", "np", ".", "array", "(", "column", ")", "-", "1", "row_array", "=", "np", ...	32.888889	0.002188
def tkr_vox2ras(img, zooms=None): ''' tkr_vox2ras(img) yields the FreeSurfer tkr VOX2RAS matrix for the given nibabel image object img. The img must have a get_shape() method and header member with a get_zooms() method. tkr_vox2ras(hdr) operates on a nibabel image header object. tkr_vox2ras(shape,...	[ "def", "tkr_vox2ras", "(", "img", ",", "zooms", "=", "None", ")", ":", "if", "zooms", "is", "not", "None", ":", "# let's assume that they passed shape, zooms", "shape", "=", "img", "else", ":", "try", ":", "img", "=", "img", ".", "header", "except", "Excep...	46.92	0.011696
def create(self, subject, displayName, issuerToken, expiration, secret): """Create a new guest issuer using the provided issuer token. This function returns a guest issuer with an api access token. Args: subject(basestring): Unique and public identifier displayName(base...	[ "def", "create", "(", "self", ",", "subject", ",", "displayName", ",", "issuerToken", ",", "expiration", ",", "secret", ")", ":", "check_type", "(", "subject", ",", "basestring", ")", "check_type", "(", "displayName", ",", "basestring", ")", "check_type", "(...	37.255814	0.001217
def _calc_colour_hist(img): """ calculate colour histogram for each region the size of output histogram will be BINS * COLOUR_CHANNELS(3) number of bins is 25 as same as [uijlings_ijcv2013_draft.pdf] extract HSV """ BINS = 25 hist = numpy.array([]) for colour_cha...	[ "def", "_calc_colour_hist", "(", "img", ")", ":", "BINS", "=", "25", "hist", "=", "numpy", ".", "array", "(", "[", "]", ")", "for", "colour_channel", "in", "(", "0", ",", "1", ",", "2", ")", ":", "# extracting one colour channel", "c", "=", "img", "[...	23.037037	0.001543
def build_estimator(model_dir, model_type, model_column_fn, inter_op, intra_op, ctx): """Build an estimator appropriate for the given model type.""" wide_columns, deep_columns = model_column_fn() hidden_units = [100, 75, 50, 25] # Create a tf.estimator.RunConfig to ensure the model is run on CPU, which # tra...	[ "def", "build_estimator", "(", "model_dir", ",", "model_type", ",", "model_column_fn", ",", "inter_op", ",", "intra_op", ",", "ctx", ")", ":", "wide_columns", ",", "deep_columns", "=", "model_column_fn", "(", ")", "hidden_units", "=", "[", "100", ",", "75", ...	43.6875	0.009797
def get_config_parameter_loglevel(config: ConfigParser, section: str, param: str, default: int) -> int: """ Get ``loglevel`` parameter from ``configparser`` ``.INI`` file, e.g. mapping ``'debug'`` to ``logg...	[ "def", "get_config_parameter_loglevel", "(", "config", ":", "ConfigParser", ",", "section", ":", "str", ",", "param", ":", "str", ",", "default", ":", "int", ")", "->", "int", ":", "try", ":", "value", "=", "config", ".", "get", "(", "section", ",", "p...	35.742857	0.000778
def get_events_in_both_arrays(events_one, events_two): """ Calculates the events that exist in both arrays. """ events_one = np.ascontiguousarray(events_one) # change memory alignement for c++ library events_two = np.ascontiguousarray(events_two) # change memory alignement for c++ library eve...	[ "def", "get_events_in_both_arrays", "(", "events_one", ",", "events_two", ")", ":", "events_one", "=", "np", ".", "ascontiguousarray", "(", "events_one", ")", "# change memory alignement for c++ library", "events_two", "=", "np", ".", "ascontiguousarray", "(", "events_t...	47.5	0.008264
def event(self, button): """ button has been clicked """ # cancel any pending timer if self.timer: self.timer.cancel() if self.last_button != button: if self.last_button: # new button clicked process the one before. ...	[ "def", "event", "(", "self", ",", "button", ")", ":", "# cancel any pending timer", "if", "self", ".", "timer", ":", "self", ".", "timer", ".", "cancel", "(", ")", "if", "self", ".", "last_button", "!=", "button", ":", "if", "self", ".", "last_button", ...	35.535714	0.001957
def render_particles(self): """ Render visible particles at each strip position, by modifying the strip's color list. """ for strip_pos in range(self._start, self._end + 1): blended = COLORS.black # Render visible emitters if self.has_e_color...	[ "def", "render_particles", "(", "self", ")", ":", "for", "strip_pos", "in", "range", "(", "self", ".", "_start", ",", "self", ".", "_end", "+", "1", ")", ":", "blended", "=", "COLORS", ".", "black", "# Render visible emitters", "if", "self", ".", "has_e_...	36.787879	0.001605
def default(self, o): """ Overriding default method for JSON encoding. This method does two things: (a) If an object has a to_dict property, return the to_dict output. (b) If the @module and @class keys are not in the to_dict, add them to the output automatically. If the object h...	[ "def", "default", "(", "self", ",", "o", ")", ":", "if", "isinstance", "(", "o", ",", "datetime", ".", "datetime", ")", ":", "return", "{", "\"@module\"", ":", "\"datetime\"", ",", "\"@class\"", ":", "\"datetime\"", ",", "\"string\"", ":", "o", ".", "_...	40	0.001038
def put_mapping(self, using=None, **kwargs): """ Register specific mapping definition for a specific type. Any additional keyword arguments will be passed to ``Elasticsearch.indices.put_mapping`` unchanged. """ return self._get_connection(using).indices.put_mapping(index...	[ "def", "put_mapping", "(", "self", ",", "using", "=", "None", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "_get_connection", "(", "using", ")", ".", "indices", ".", "put_mapping", "(", "index", "=", "self", ".", "_name", ",", "", "", ...	41.875	0.008772
def head(self, x, y, layers=None, aq=None): """Head at `x`, `y` Returns ------- h : array length `naq` or `len(layers)` head in all `layers` (if not `None`), or all layers of aquifer (otherwise) """ if aq is None: aq = self.aq.find_a...	[ "def", "head", "(", "self", ",", "x", ",", "y", ",", "layers", "=", "None", ",", "aq", "=", "None", ")", ":", "if", "aq", "is", "None", ":", "aq", "=", "self", ".", "aq", ".", "find_aquifer_data", "(", "x", ",", "y", ")", "rv", "=", "self", ...	28.75	0.014737
def get_value(self, continuous_future, dt, field): """ Retrieve the value at the given coordinates. Parameters ---------- sid : int The asset identifier. dt : pd.Timestamp The timestamp for the desired data point. field : string ...	[ "def", "get_value", "(", "self", ",", "continuous_future", ",", "dt", ",", "field", ")", ":", "rf", "=", "self", ".", "_roll_finders", "[", "continuous_future", ".", "roll_style", "]", "sid", "=", "(", "rf", ".", "get_contract_center", "(", "continuous_futur...	33.766667	0.001919
def strict_deps_for_target(self, target, predicate=None): """Get the dependencies of `target` filtered by `predicate`, accounting for 'strict_deps'. If 'strict_deps' is on, instead of using the transitive closure of dependencies, targets will only be able to see their immediate dependencies declared in the...	[ "def", "strict_deps_for_target", "(", "self", ",", "target", ",", "predicate", "=", "None", ")", ":", "if", "self", ".", "_native_build_settings", ".", "get_strict_deps_value_for_target", "(", "target", ")", ":", "strict_deps", "=", "target", ".", "strict_dependen...	43.72	0.008953
def get_peer_creds(self): # LRU cached on per-instance basis, see __init__ """Return the PID/UID/GID tuple of the peer socket for UNIX sockets. This function uses SO_PEERCRED to query the UNIX PID, UID, GID of the peer, which is only available if the bind address is a UNIX domain socke...	[ "def", "get_peer_creds", "(", "self", ")", ":", "# LRU cached on per-instance basis, see __init__", "PEERCRED_STRUCT_DEF", "=", "'3i'", "if", "IS_WINDOWS", "or", "self", ".", "socket", ".", "family", "!=", "socket", ".", "AF_UNIX", ":", "raise", "NotImplementedError",...	39.333333	0.001103
def build_reaction_from_string(self, reaction_str, verbose=True, fwd_arrow=None, rev_arrow=None, reversible_arrow=None, term_split="+"): """Builds reaction from reaction equation reaction_str using parser Takes a string and using the...	[ "def", "build_reaction_from_string", "(", "self", ",", "reaction_str", ",", "verbose", "=", "True", ",", "fwd_arrow", "=", "None", ",", "rev_arrow", "=", "None", ",", "reversible_arrow", "=", "None", ",", "term_split", "=", "\"+\"", ")", ":", "# set the arrows...	40.852632	0.001006
def add_candidate_adapter_ports(self, ports): """ Add a list of storage adapter ports to this storage group's candidate adapter ports list. This operation only applies to storage groups of type "fcp". These adapter ports become candidates for use as backing adapters when ...	[ "def", "add_candidate_adapter_ports", "(", "self", ",", "ports", ")", ":", "body", "=", "{", "'adapter-port-uris'", ":", "[", "p", ".", "uri", "for", "p", "in", "ports", "]", ",", "}", "self", ".", "manager", ".", "session", ".", "post", "(", "self", ...	40.77551	0.000978
def _count_ngrams(self, n=2, method="word", to_lower=True, ignore_space=True): """ For documentation, see turicreate.text_analytics.count_ngrams(). ..WARNING:: This function is deprecated, and will be removed in future versions of Turi Create. Please use the `text_analytics.count_words`...	[ "def", "_count_ngrams", "(", "self", ",", "n", "=", "2", ",", "method", "=", "\"word\"", ",", "to_lower", "=", "True", ",", "ignore_space", "=", "True", ")", ":", "if", "(", "self", ".", "dtype", "!=", "str", ")", ":", "raise", "TypeError", "(", "\...	38.114286	0.008041
def get_raw_transaction(self, tx_hash, verbose=True, **kwargs): """ Returns detailed information associated with a specific transaction hash. :param tx_hash: transaction hash :param verbose: a boolean indicating whether the detailed transaction information should be returned in ...	[ "def", "get_raw_transaction", "(", "self", ",", "tx_hash", ",", "verbose", "=", "True", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "_call", "(", "JSONRPCMethods", ".", "GET_RAW_TRANSACTION", ".", "value", ",", "params", "=", "[", "tx_hash", ...	44.555556	0.008547
def permutation_matrix(permutation): r"""Return orthogonal permutation matrix for permutation tuple Return an orthogonal permutation matrix :math:`M_\sigma` for a permutation :math:`\sigma` defined by the image tuple :math:`(\sigma(1), \sigma(2),\dots \sigma(n))`, such that .. math:: ...	[ "def", "permutation_matrix", "(", "permutation", ")", ":", "assert", "check_permutation", "(", "permutation", ")", "n", "=", "len", "(", "permutation", ")", "op_matrix", "=", "np_zeros", "(", "(", "n", ",", "n", ")", ",", "dtype", "=", "int", ")", "for",...	26.972973	0.000967
def is_managed(using=None): """ Checks whether the transaction manager is in manual or in auto state. """ if using is None: managed = False for using in tldap.backend.connections: connection = tldap.backend.connections[using] if connection.is_managed(): ...	[ "def", "is_managed", "(", "using", "=", "None", ")", ":", "if", "using", "is", "None", ":", "managed", "=", "False", "for", "using", "in", "tldap", ".", "backend", ".", "connections", ":", "connection", "=", "tldap", ".", "backend", ".", "connections", ...	33.538462	0.002232
def get_msg_login(self, username): """message for welcome. """ account = self.get_account(username) if account: account.update_last_login() account.save() return 'welcome.'	[ "def", "get_msg_login", "(", "self", ",", "username", ")", ":", "account", "=", "self", ".", "get_account", "(", "username", ")", "if", "account", ":", "account", ".", "update_last_login", "(", ")", "account", ".", "save", "(", ")", "return", "'welcome.'" ...	28.625	0.008475
def rotate(self, log): """Move the current log to a new file with timestamp and create a new empty log file.""" self.write(log, rotate=True) self.write({})	[ "def", "rotate", "(", "self", ",", "log", ")", ":", "self", ".", "write", "(", "log", ",", "rotate", "=", "True", ")", "self", ".", "write", "(", "{", "}", ")" ]	44	0.01676
def divrank_scipy(G, alpha=0.25, d=0.85, personalization=None, max_iter=100, tol=1.0e-6, nstart=None, weight='weight', dangling=None): ''' Returns the DivRank (Diverse Rank) of the nodes in the graph. This code is based on networkx.pagerank_scipy ''' import scipy....	[ "def", "divrank_scipy", "(", "G", ",", "alpha", "=", "0.25", ",", "d", "=", "0.85", ",", "personalization", "=", "None", ",", "max_iter", "=", "100", ",", "tol", "=", "1.0e-6", ",", "nstart", "=", "None", ",", "weight", "=", "'weight'", ",", "danglin...	32.842105	0.001556
def store_meta_data(self, copy_path=None): """Save meta data of the state machine model to the file system This method generates a dictionary of the meta data of the state machine and stores it on the filesystem. :param str copy_path: Optional, if the path is specified, it will be used instead...	[ "def", "store_meta_data", "(", "self", ",", "copy_path", "=", "None", ")", ":", "if", "copy_path", ":", "meta_file_json", "=", "os", ".", "path", ".", "join", "(", "copy_path", ",", "storage", ".", "FILE_NAME_META_DATA", ")", "else", ":", "meta_file_json", ...	45.933333	0.008535
def run(self, args, *kwargs): """ Probe the input tree and print. """ b_status = True d_probe = {} d_tree = {} d_stats = {} str_error = '' b_timerStart = False d_test = {} for k, ...	[ "def", "run", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "b_status", "=", "True", "d_probe", "=", "{", "}", "d_tree", "=", "{", "}", "d_stats", "=", "{", "}", "str_error", "=", "''", "b_timerStart", "=", "False", "d_test", ...	35.727273	0.021578
def diagonalized_iter(size): r""" TODO: generalize to more than 2 dimensions to be more like itertools.product. CommandLine: python -m utool.util_alg --exec-diagonalized_iter python -m utool.util_alg --exec-diagonalized_iter --size=5 Example: >>> # ENABLE_DOCTEST >>...	[ "def", "diagonalized_iter", "(", "size", ")", ":", "for", "i", "in", "range", "(", "0", ",", "size", "+", "1", ")", ":", "for", "r", ",", "c", "in", "zip", "(", "reversed", "(", "range", "(", "i", ")", ")", ",", "(", "range", "(", "i", ")", ...	32.967742	0.000951
def get_template_names(self): """Returns a list of template names to search for when rendering a a specific flat menu object (making use of self.handle)""" site = self._contextual_vals.current_site handle = self.handle template_names = [] if settings.SITE_SPECIFIC_TEMPLAT...	[ "def", "get_template_names", "(", "self", ")", ":", "site", "=", "self", ".", "_contextual_vals", ".", "current_site", "handle", "=", "self", ".", "handle", "template_names", "=", "[", "]", "if", "settings", ".", "SITE_SPECIFIC_TEMPLATE_DIRS", "and", "site", "...	44.657143	0.001252
def open_file_dialog(windowTitle, wildcard, defaultDir=os.getcwd(), style=None, parent=None): """ Opens a wx widget file select dialog. Wild card specifies which kinds of files are allowed. Style - specifies style of dialog (read wx documentation for information) """ if parent == None: ...	[ "def", "open_file_dialog", "(", "windowTitle", ",", "wildcard", ",", "defaultDir", "=", "os", ".", "getcwd", "(", ")", ",", "style", "=", "None", ",", "parent", "=", "None", ")", ":", "if", "parent", "==", "None", ":", "app", "=", "wx", ".", "App", ...	31.190476	0.008889
def n_parent_paths(self, n): """ return parent paths of n levels. eg: File('a/b/c/d').n_parent_paths(2) == 'b/c' """ rv = os.path.relpath(os.path.join(self.path, '..'), os.path.join(self.path, ['..'] (n+1))) return rv.replace('\\', '/')	[ "def", "n_parent_paths", "(", "self", ",", "n", ")", ":", "rv", "=", "os", ".", "path", ".", "relpath", "(", "os", ".", "path", ".", "join", "(", "self", ".", "path", ",", "'..'", ")", ",", "os", ".", "path", ".", "join", "(", "self", ".", "p...	40.142857	0.010453
def get_host(self): """ returns the host computer running this program """ import socket host_name = socket.gethostname() for h in hosts: if h['name'] == host_name: return h['type'], h['name'] return dict(type='Unknown', name=host_nam...	[ "def", "get_host", "(", "self", ")", ":", "import", "socket", "host_name", "=", "socket", ".", "gethostname", "(", ")", "for", "h", "in", "hosts", ":", "if", "h", "[", "'name'", "]", "==", "host_name", ":", "return", "h", "[", "'type'", "]", ",", "...	31.3	0.012422
def structureLink(lines): """ Parse STRUCTURE LINK Method """ # Constants KEYWORDS = ('LINK', 'STRUCTURE', 'NUMSTRUCTS', 'STRUCTTYPE') WEIR_KEYWORDS = ('STRUCTTYPE', 'CREST_LENGTH', 'CREST_LOW_ELEV', ...	[ "def", "structureLink", "(", "lines", ")", ":", "# Constants", "KEYWORDS", "=", "(", "'LINK'", ",", "'STRUCTURE'", ",", "'NUMSTRUCTS'", ",", "'STRUCTTYPE'", ")", "WEIR_KEYWORDS", "=", "(", "'STRUCTTYPE'", ",", "'CREST_LENGTH'", ",", "'CREST_LOW_ELEV'", ",", "'DI...	35.548387	0.001177

def webhelp(i): """ Input: { from access function } Output: { return - return code = 0, if successful > 0, if error (error) - error text if return > 0 } """ a=i.get('repo_uoa','') m=i.get('module_uoa...

[ "def", "webhelp", "(", "i", ")", ":", "a", "=", "i", ".", "get", "(", "'repo_uoa'", ",", "''", ")", "m", "=", "i", ".", "get", "(", "'module_uoa'", ",", "''", ")", "duoa", "=", "i", ".", "get", "(", "'data_uoa'", ",", "''", ")", "url", "=", ...

20.697674

0.04721

def add_note(path, filename="note.txt"): """Opens a txt file at the given path where user can add and save notes. Args: path (str): Directory where note will be saved. filename (str): Name of note. Defaults to "note.txt" """ path = os.path.expanduser(path) assert os.path.isdir(path)...

[ "def", "add_note", "(", "path", ",", "filename", "=", "\"note.txt\"", ")", ":", "path", "=", "os", ".", "path", ".", "expanduser", "(", "path", ")", "assert", "os", ".", "path", ".", "isdir", "(", "path", ")", ",", "\"{} is not a valid directory.\"", "."...

31.181818

0.001414

def proj4_to_epsg(projection): """Attempts to convert a PROJ4 projection object to an EPSG code and returns None if conversion fails""" def make_definition(value): return {x.strip().lower() for x in value.split('+') if x} # Use the EPSG in the definition if available match = EPSG_RE.search(pro...

[ "def", "proj4_to_epsg", "(", "projection", ")", ":", "def", "make_definition", "(", "value", ")", ":", "return", "{", "x", ".", "strip", "(", ")", ".", "lower", "(", ")", "for", "x", "in", "value", ".", "split", "(", "'+'", ")", "if", "x", "}", "...

41.125

0.00198

def get_user_info(twitter_user): """ An example of using the query_user_info method :param twitter_user: the twitter user to capture user data :return: twitter_user_data: returns a dictionary of twitter user data """ user_info = query_user_info(user=twitter_user) twitter_user_data = {} t...

[ "def", "get_user_info", "(", "twitter_user", ")", ":", "user_info", "=", "query_user_info", "(", "user", "=", "twitter_user", ")", "twitter_user_data", "=", "{", "}", "twitter_user_data", "[", "\"user\"", "]", "=", "user_info", ".", "user", "twitter_user_data", ...

42.857143

0.001087

def _maketicks_selected(self, plt, branches): """ utility private method to add ticks to a band structure with selected branches """ ticks = self.get_ticks() distance = [] label = [] rm_elems = [] for i in range(1, len(ticks['distance'])): if t...

[ "def", "_maketicks_selected", "(", "self", ",", "plt", ",", "branches", ")", ":", "ticks", "=", "self", ".", "get_ticks", "(", ")", "distance", "=", "[", "]", "label", "=", "[", "]", "rm_elems", "=", "[", "]", "for", "i", "in", "range", "(", "1", ...

42.214953

0.001947

def on_start_scene(self, event: StartScene, signal: Callable[[Any], None]): """ Start a new scene. The current scene pauses. """ self.pause_scene() self.start_scene(event.new_scene, event.kwargs)

[ "def", "on_start_scene", "(", "self", ",", "event", ":", "StartScene", ",", "signal", ":", "Callable", "[", "[", "Any", "]", ",", "None", "]", ")", ":", "self", ".", "pause_scene", "(", ")", "self", ".", "start_scene", "(", "event", ".", "new_scene", ...

38.333333

0.008511

def _dnsname_to_stdlib(name): """ Converts a dNSName SubjectAlternativeName field to the form used by the standard library on the given Python version. Cryptography produces a dNSName as a unicode string that was idna-decoded from ASCII bytes. We need to idna-encode that string to get it back, and ...

[ "def", "_dnsname_to_stdlib", "(", "name", ")", ":", "def", "idna_encode", "(", "name", ")", ":", "\"\"\"\n Borrowed wholesale from the Python Cryptography Project. It turns out\n that we can't just safely call `idna.encode`: it can explode for\n wildcard names. This avoi...

37.027778

0.000731

def set_items(self, items): """ Defer until later so the view is only updated after all items are added. """ self._pending_view_refreshes +=1 timed_call(self._pending_timeout, self._refresh_layout)

[ "def", "set_items", "(", "self", ",", "items", ")", ":", "self", ".", "_pending_view_refreshes", "+=", "1", "timed_call", "(", "self", ".", "_pending_timeout", ",", "self", ".", "_refresh_layout", ")" ]

34.428571

0.020243

def install_modules(wip): """Install the plugin modules""" def install_module(hfos_module): """Install a single module via setuptools""" try: setup = Popen( [ sys.executable, 'setup.py', 'develop' ...

[ "def", "install_modules", "(", "wip", ")", ":", "def", "install_module", "(", "hfos_module", ")", ":", "\"\"\"Install a single module via setuptools\"\"\"", "try", ":", "setup", "=", "Popen", "(", "[", "sys", ".", "executable", ",", "'setup.py'", ",", "'develop'",...

25.818182

0.001507

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

[ "def", "get_container_file_download_url", "(", "cluster", ",", "environ", ",", "topology", ",", "container", ",", "path", ",", "role", "=", "None", ")", ":", "params", "=", "dict", "(", "cluster", "=", "cluster", ",", "environ", "=", "environ", ",", "topol...

24.153846

0.01072

def best_buy_2(self): """ 量縮價不跌 :rtype: bool """ result = self.data.value[-1] < self.data.value[-2] and \ self.data.price[-1] > self.data.price[-2] return result

[ "def", "best_buy_2", "(", "self", ")", ":", "result", "=", "self", ".", "data", ".", "value", "[", "-", "1", "]", "<", "self", ".", "data", ".", "value", "[", "-", "2", "]", "and", "self", ".", "data", ".", "price", "[", "-", "1", "]", ">", ...

27

0.013453

def _get_arch(): """ Determines the current processor architecture. @rtype: str @return: On error, returns: - L{ARCH_UNKNOWN} (C{"unknown"}) meaning the architecture could not be detected or is not known to WinAppDbg. On success, returns one of the following values: ...

[ "def", "_get_arch", "(", ")", ":", "try", ":", "si", "=", "GetNativeSystemInfo", "(", ")", "except", "Exception", ":", "si", "=", "GetSystemInfo", "(", ")", "try", ":", "return", "_arch_map", "[", "si", ".", "id", ".", "w", ".", "wProcessorArchitecture",...

42.595238

0.002186

def ASR_C(value, amount, width): """ The ARM ASR_C (arithmetic shift right with carry) operation. :param value: Value to shift :type value: int or long or BitVec :param int amount: How many bits to shift it. :param int width: Width of the value :return: Resultant value and carry result ...

[ "def", "ASR_C", "(", "value", ",", "amount", ",", "width", ")", ":", "assert", "amount", "<=", "width", "assert", "amount", ">", "0", "assert", "amount", "+", "width", "<=", "width", "*", "2", "value", "=", "Operators", ".", "SEXTEND", "(", "value", ...

31.888889

0.001692

def addAPK(self, filename, data): """ Add an APK file to the Session and run analysis on it. :param filename: (file)name of APK file :param data: binary data of the APK file :return: a tuple of SHA256 Checksum and APK Object """ digest = hashlib.sha256(data).hexd...

[ "def", "addAPK", "(", "self", ",", "filename", ",", "data", ")", ":", "digest", "=", "hashlib", ".", "sha256", "(", "data", ")", ".", "hexdigest", "(", ")", "log", ".", "debug", "(", "\"add APK:%s\"", "%", "digest", ")", "apk", "=", "APK", "(", "da...

32.666667

0.002478

def connect(self): """connect to the various databases, the credientals and settings of which are found in the sherlock settings file **Return:** - ``transientsDbConn`` -- the database hosting the transient source data - ``cataloguesDbConn`` -- connection to the database hosting...

[ "def", "connect", "(", "self", ")", ":", "self", ".", "log", ".", "debug", "(", "'starting the ``get`` method'", ")", "transientSettings", "=", "self", ".", "settings", "[", "\"database settings\"", "]", "[", "\"transients\"", "]", "catalogueSettings", "=", "sel...

36.033708

0.001821

def ODP(CASRN, AvailableMethods=False, Method=None): r'''This function handles the retrieval of a chemical's Ozone Depletion Potential, relative to CFC-11 (trichlorofluoromethane). Lookup is based on CASRNs. Will automatically select a data source to use if no Method is provided; returns None if the dat...

[ "def", "ODP", "(", "CASRN", ",", "AvailableMethods", "=", "False", ",", "Method", "=", "None", ")", ":", "def", "list_methods", "(", ")", ":", "methods", "=", "[", "]", "if", "CASRN", "in", "ODP_data", ".", "index", ":", "if", "not", "pd", ".", "is...

40.737288

0.000812

def search_group_by_id(self, groupID) -> Group: """ searches a group by given id Args: groupID(str): groupID the group to search for Returns the group object or None if it couldn't find a group """ for g in self.groups: ...

[ "def", "search_group_by_id", "(", "self", ",", "groupID", ")", "->", "Group", ":", "for", "g", "in", "self", ".", "groups", ":", "if", "g", ".", "id", "==", "groupID", ":", "return", "g", "return", "None" ]

28.923077

0.010309

def occurs_in_type(v, type2): """Checks whether a type variable occurs in a type expression. Note: Must be called with v pre-pruned Args: v: The TypeVariable to be tested for type2: The type in which to search Returns: True if v occurs in type2, otherwise False """ pr...

[ "def", "occurs_in_type", "(", "v", ",", "type2", ")", ":", "pruned_type2", "=", "prune", "(", "type2", ")", "if", "pruned_type2", "==", "v", ":", "return", "True", "elif", "isinstance", "(", "pruned_type2", ",", "TypeOperator", ")", ":", "return", "occurs_...

27.111111

0.00198

def ac_decode(longval, nbits, probs): """Decode the number to a string using the given statistics. This is a wrapper for :py:meth:`Arithmetic.decode`. Parameters ---------- longval : int The first part of an encoded tuple from ac_encode nbits : int The second part of an encoded...

[ "def", "ac_decode", "(", "longval", ",", "nbits", ",", "probs", ")", ":", "coder", "=", "Arithmetic", "(", ")", "coder", ".", "set_probs", "(", "probs", ")", "return", "coder", ".", "decode", "(", "longval", ",", "nbits", ")" ]

24.733333

0.001297

def summarize_results(self, individual_results=False): """ Prints a summarized table of results from replicate runs, or, if individual_result=True, then returns a list of separate dataframes for each replicate run. """ ## return results depending on algorithm ...

[ "def", "summarize_results", "(", "self", ",", "individual_results", "=", "False", ")", ":", "## return results depending on algorithm", "## algorithm 00", "if", "(", "not", "self", ".", "params", ".", "infer_delimit", ")", "&", "(", "not", "self", ".", "params", ...

39.925926

0.011775

def bovy_ars(domain,isDomainFinite,abcissae,hx,hpx,nsamples=1, hxparams=(),maxn=100): """bovy_ars: Implementation of the Adaptive-Rejection Sampling algorithm by Gilks & Wild (1992): Adaptive Rejection Sampling for Gibbs Sampling, Applied Statistics, 41, 337 Based on Wild & Gilks (1993), Al...

[ "def", "bovy_ars", "(", "domain", ",", "isDomainFinite", ",", "abcissae", ",", "hx", ",", "hpx", ",", "nsamples", "=", "1", ",", "hxparams", "=", "(", ")", ",", "maxn", "=", "100", ")", ":", "#First set-up the upper and lower hulls", "hull", "=", "setup_hu...

34.291667

0.017129

def VarCircle(XY, Par): # must have at least 4 sets of xy points or else division by zero occurs """ computing the sample variance of distances from data points (XY) to the circle Par = [a b R] """ if type(XY) != numpy.ndarray: XY = numpy.array(XY) n = len(XY) if n < 4: raise Wa...

[ "def", "VarCircle", "(", "XY", ",", "Par", ")", ":", "# must have at least 4 sets of xy points or else division by zero occurs", "if", "type", "(", "XY", ")", "!=", "numpy", ".", "ndarray", ":", "XY", "=", "numpy", ".", "array", "(", "XY", ")", "n", "=", "le...

40

0.012216

def _add_grid_attributes(self, ds): """Add model grid attributes to a dataset""" for name_int, names_ext in self._grid_attrs.items(): ds_coord_name = set(names_ext).intersection(set(ds.coords) | set(ds.data_vars)) model_attr...

[ "def", "_add_grid_attributes", "(", "self", ",", "ds", ")", ":", "for", "name_int", ",", "names_ext", "in", "self", ".", "_grid_attrs", ".", "items", "(", ")", ":", "ds_coord_name", "=", "set", "(", "names_ext", ")", ".", "intersection", "(", "set", "(",...

52.914286

0.00106

def t_filelist(self, s): r' @\w+' self.rv.append(Token(type='FILELIST', attr=s[1:]))

[ "def", "t_filelist", "(", "self", ",", "s", ")", ":", "self", ".", "rv", ".", "append", "(", "Token", "(", "type", "=", "'FILELIST'", ",", "attr", "=", "s", "[", "1", ":", "]", ")", ")" ]

33.333333

0.019608

def unsubscribe_from_chat( self, subscriber: Callable[[events.ChatMessageWasReceived], None], ) -> None: """ Not thread-safe. """ self._chat_subscribers.remove(subscriber)

[ "def", "unsubscribe_from_chat", "(", "self", ",", "subscriber", ":", "Callable", "[", "[", "events", ".", "ChatMessageWasReceived", "]", ",", "None", "]", ",", ")", "->", "None", ":", "self", ".", "_chat_subscribers", ".", "remove", "(", "subscriber", ")" ]

24

0.013393

def getOutput(self): """ Returns the combined output of stdout and stderr """ output = self.stdout if self.stdout: output += '\r\n' output += self.stderr return output

[ "def", "getOutput", "(", "self", ")", ":", "output", "=", "self", ".", "stdout", "if", "self", ".", "stdout", ":", "output", "+=", "'\\r\\n'", "output", "+=", "self", ".", "stderr", "return", "output" ]

25.222222

0.008511

def visit_and_update_expressions(self, visitor_fn): """Create an updated version (if needed) of the Filter via the visitor pattern.""" new_predicate = self.predicate.visit_and_update(visitor_fn) if new_predicate is not self.predicate: return Filter(new_predicate) else: ...

[ "def", "visit_and_update_expressions", "(", "self", ",", "visitor_fn", ")", ":", "new_predicate", "=", "self", ".", "predicate", ".", "visit_and_update", "(", "visitor_fn", ")", "if", "new_predicate", "is", "not", "self", ".", "predicate", ":", "return", "Filter...

47.285714

0.008902

def clean_worksheet(wks, gfile_id, wks_name, credentials): """DOCS...""" values = wks.get_all_values() if values: df_ = pd.DataFrame(index=range(len(values)), columns=range(len(values[0]))) df_ = df_.fillna('') wks = upload(df_, gfile_id, wks_name=wks_name...

[ "def", "clean_worksheet", "(", "wks", ",", "gfile_id", ",", "wks_name", ",", "credentials", ")", ":", "values", "=", "wks", ".", "get_all_values", "(", ")", "if", "values", ":", "df_", "=", "pd", ".", "DataFrame", "(", "index", "=", "range", "(", "len"...

36.583333

0.002222

def move(name, target, **kwargs): ''' Move scheduled job to another minion or minions. CLI Example: .. code-block:: bash salt '*' schedule.move jobname target ''' ret = {'comment': [], 'result': True} if not name: ret['comment'] = 'Job name is required.' ...

[ "def", "move", "(", "name", ",", "target", ",", "*", "*", "kwargs", ")", ":", "ret", "=", "{", "'comment'", ":", "[", "]", ",", "'result'", ":", "True", "}", "if", "not", "name", ":", "ret", "[", "'comment'", "]", "=", "'Job name is required.'", "r...

30.75

0.001969

def shutdown(pidfile, signalnb=None, frame=None): """Clean up pidfile upon shutdown. Notice: We should register this function as signal handler for the following termination signals: SIGHUP SIGTERM SIGABRT SIGINT Arguments: pidfile (s...

[ "def", "shutdown", "(", "pidfile", ",", "signalnb", "=", "None", ",", "frame", "=", "None", ")", ":", "log", "=", "logging", ".", "getLogger", "(", "PROGRAM_NAME", ")", "log", ".", "info", "(", "\"received %s at %s\"", ",", "signalnb", ",", "frame", ")",...

30.333333

0.001332

def glm(self, data: ['SASdata', str] = None, absorb: str = None, by: str = None, cls: [str, list] = None, contrast: str = None, estimate: str = None, freq: str = None, id: str = None, lsmeans: str = None, manova:...

[ "def", "glm", "(", "self", ",", "data", ":", "[", "'SASdata'", ",", "str", "]", "=", "None", ",", "absorb", ":", "str", "=", "None", ",", "by", ":", "str", "=", "None", ",", "cls", ":", "[", "str", ",", "list", "]", "=", "None", ",", "contras...

52.085106

0.010425

def parse_description(): """ Parse the description in the README file pandoc --from=markdown --to=rst --output=README.rst README.md CommandLine: python -c "import setup; print(setup.parse_description())" """ from os.path import dirname, join, exists readme_fpath = join(dirname(__fi...

[ "def", "parse_description", "(", ")", ":", "from", "os", ".", "path", "import", "dirname", ",", "join", ",", "exists", "readme_fpath", "=", "join", "(", "dirname", "(", "__file__", ")", ",", "'README.rst'", ")", "# This breaks on pip install, so check that it exis...

31.052632

0.001645

def schedule_host_downtime(self, host, start_time, end_time, fixed, trigger_id, duration, author, comment): """Schedule a host downtime Format of the line that triggers function call:: SCHEDULE_HOST_DOWNTIME;<host_name>;<start_time>;<end_time>;<fixed>; <tr...

[ "def", "schedule_host_downtime", "(", "self", ",", "host", ",", "start_time", ",", "end_time", ",", "fixed", ",", "trigger_id", ",", "duration", ",", "author", ",", "comment", ")", ":", "data", "=", "{", "'ref'", ":", "host", ".", "uuid", ",", "'ref_type...

41.394737

0.002484

def vMh2_to_m2Lambda(v, Mh2, C, scale_high): """Function to numerically determine the parameters of the Higgs potential given the physical Higgs VEV and mass.""" if C['phi'] == 0 and C['phiBox'] == 0 and C['phiD'] == 0: return _vMh2_to_m2Lambda_SM(v, Mh2) else: def f0(x): # we want the ...

[ "def", "vMh2_to_m2Lambda", "(", "v", ",", "Mh2", ",", "C", ",", "scale_high", ")", ":", "if", "C", "[", "'phi'", "]", "==", "0", "and", "C", "[", "'phiBox'", "]", "==", "0", "and", "C", "[", "'phiD'", "]", "==", "0", ":", "return", "_vMh2_to_m2La...

48.222222

0.00113

def read_las(source, closefd=True): """ Entry point for reading las data in pylas Reads the whole file into memory. >>> las = read_las("pylastests/simple.las") >>> las.classification array([1, 1, 1, ..., 1, 1, 1], dtype=uint8) Parameters ---------- source : str or io.BytesIO T...

[ "def", "read_las", "(", "source", ",", "closefd", "=", "True", ")", ":", "with", "open_las", "(", "source", ",", "closefd", "=", "closefd", ")", "as", "reader", ":", "return", "reader", ".", "read", "(", ")" ]

26.230769

0.001414

def do_scan_range(self, line): """Do an ad-hoc scan of a range of points (group 1, variation 2, indexes 0-3). Command syntax is: scan_range""" self.application.master.ScanRange(opendnp3.GroupVariationID(1, 2), 0, 3, opendnp3.TaskConfig().Default())

[ "def", "do_scan_range", "(", "self", ",", "line", ")", ":", "self", ".", "application", ".", "master", ".", "ScanRange", "(", "opendnp3", ".", "GroupVariationID", "(", "1", ",", "2", ")", ",", "0", ",", "3", ",", "opendnp3", ".", "TaskConfig", "(", "...

87.333333

0.015152

def iter_source_code(paths, config, skipped): """Iterate over all Python source files defined in paths.""" for path in paths: if os.path.isdir(path): if should_skip(path, config, os.getcwd()): skipped.append(path) continue for dirpath, dirnames, f...

[ "def", "iter_source_code", "(", "paths", ",", "config", ",", "skipped", ")", ":", "for", "path", "in", "paths", ":", "if", "os", ".", "path", ".", "isdir", "(", "path", ")", ":", "if", "should_skip", "(", "path", ",", "config", ",", "os", ".", "get...

42.428571

0.001098

def extract_round_trips(transactions, portfolio_value=None): """Group transactions into "round trips". First, transactions are grouped by day and directionality. Then, long and short transactions are matched to create round-trip round_trips for which PnL, duration and returns are...

[ "def", "extract_round_trips", "(", "transactions", ",", "portfolio_value", "=", "None", ")", ":", "transactions", "=", "_groupby_consecutive", "(", "transactions", ")", "roundtrips", "=", "[", "]", "for", "sym", ",", "trans_sym", "in", "transactions", ".", "grou...

41.528455

0.000191

def hamm_gen(self,j): """ Generates parity check matrix (H) and generator matrix (G). Parameters ---------- j: Number of Hamming code parity bits with n = 2^j-1 and k = n-j returns ------- G: Systematic generator matrix with left...

[ "def", "hamm_gen", "(", "self", ",", "j", ")", ":", "if", "(", "j", "<", "3", ")", ":", "raise", "ValueError", "(", "'j must be > 2'", ")", "# calculate codeword length", "n", "=", "2", "**", "j", "-", "1", "# calculate source bit length", "k", "=", "n",...

27.484375

0.022503

def __unhook_dll(self, event): """ Unhook the requested API calls (in self.apiHooks). This method is called automatically whenever a DLL is unloaded. """ debug = event.debug pid = event.get_pid() for hook_api_stub in self.__get_hooks_for_dll(event): ...

[ "def", "__unhook_dll", "(", "self", ",", "event", ")", ":", "debug", "=", "event", ".", "debug", "pid", "=", "event", ".", "get_pid", "(", ")", "for", "hook_api_stub", "in", "self", ".", "__get_hooks_for_dll", "(", "event", ")", ":", "hook_api_stub", "."...

34.4

0.008499

def compute_settings(args, rc_settings): """ Merge arguments and rc_settings. """ settings = {} for key, value in args.items(): if key in ['reverse', 'opposite']: settings[key] = value ^ rc_settings.get(key, False) else: settings[key] = value or rc_settings.ge...

[ "def", "compute_settings", "(", "args", ",", "rc_settings", ")", ":", "settings", "=", "{", "}", "for", "key", ",", "value", "in", "args", ".", "items", "(", ")", ":", "if", "key", "in", "[", "'reverse'", ",", "'opposite'", "]", ":", "settings", "[",...

28.785714

0.002404

def _find_devices(serial=None): """ Returns a list of CrazyRadio devices currently connected to the computer """ ret = [] if pyusb1: for d in usb.core.find(idVendor=0x1915, idProduct=0x7777, find_all=1, backend=pyusb_backend): if serial is not None...

[ "def", "_find_devices", "(", "serial", "=", "None", ")", ":", "ret", "=", "[", "]", "if", "pyusb1", ":", "for", "d", "in", "usb", ".", "core", ".", "find", "(", "idVendor", "=", "0x1915", ",", "idProduct", "=", "0x7777", ",", "find_all", "=", "1", ...

32.608696

0.001295

def quote(src_string, return_expr=False): """Go from source code to AST nodes. This function returns a tree without enclosing `Module` or `Expr` nodes. Args: src_string: The source code to parse. return_expr: Whether or not to return a containing expression. This can be set to `True` if the resu...

[ "def", "quote", "(", "src_string", ",", "return_expr", "=", "False", ")", ":", "node", "=", "parse_string", "(", "src_string", ")", "body", "=", "node", ".", "body", "if", "len", "(", "body", ")", "==", "1", ":", "if", "isinstance", "(", "body", "[",...

25.875

0.013975

def load_MACHO(macho_id): """lightcurve of 2 bands (R, B) from the MACHO survey. Notes ----- The files are gathered from the original FATS project tutorial: https://github.com/isadoranun/tsfeat """ tarfname = "{}.tar.bz2".format(macho_id) tarpath = os.path.join(DATA_PATH, tarfname) ...

[ "def", "load_MACHO", "(", "macho_id", ")", ":", "tarfname", "=", "\"{}.tar.bz2\"", ".", "format", "(", "macho_id", ")", "tarpath", "=", "os", ".", "path", ".", "join", "(", "DATA_PATH", ",", "tarfname", ")", "rpath", "=", "\"{}.R.mjd\"", ".", "format", "...

28.833333

0.000932

def create_database(dbpath, schema='', overwrite=True): """ Create a new database at the given dbpath Parameters ---------- dbpath: str The full path for the new database, including the filename and .db file extension. schema: str The path to the .sql schema for the database ...

[ "def", "create_database", "(", "dbpath", ",", "schema", "=", "''", ",", "overwrite", "=", "True", ")", ":", "if", "dbpath", ".", "endswith", "(", "'.db'", ")", ":", "if", "os", ".", "path", ".", "isfile", "(", "dbpath", ")", "and", "overwrite", ":", ...

39.823529

0.008652

def url_for(self, attr=None, filter_value=None, service_type=None, endpoint_type="publicURL", service_name=None, volume_service_name=None): """Fetches the public URL from the given service for a particular endpoint attribute. If none given, returns the first. See tests fo...

[ "def", "url_for", "(", "self", ",", "attr", "=", "None", ",", "filter_value", "=", "None", ",", "service_type", "=", "None", ",", "endpoint_type", "=", "\"publicURL\"", ",", "service_name", "=", "None", ",", "volume_service_name", "=", "None", ")", ":", "m...

43.928571

0.001591

def rebuild_tree(self, request): ''' Rebuilds the tree and clears the cache. ''' self.model.objects.rebuild() self.message_user(request, _('Menu Tree Rebuilt.')) return self.clean_cache(request)

[ "def", "rebuild_tree", "(", "self", ",", "request", ")", ":", "self", ".", "model", ".", "objects", ".", "rebuild", "(", ")", "self", ".", "message_user", "(", "request", ",", "_", "(", "'Menu Tree Rebuilt.'", ")", ")", "return", "self", ".", "clean_cach...

33.714286

0.008264

def quote_xml(inStr): "Escape markup chars, but do not modify CDATA sections." if not inStr: return '' s1 = (isinstance(inStr, BaseStrType_) and inStr or '%s' % inStr) s2 = '' pos = 0 matchobjects = CDATA_pattern_.finditer(s1) for mo in matchobjects: s3 = s1[pos:mo.start()] ...

[ "def", "quote_xml", "(", "inStr", ")", ":", "if", "not", "inStr", ":", "return", "''", "s1", "=", "(", "isinstance", "(", "inStr", ",", "BaseStrType_", ")", "and", "inStr", "or", "'%s'", "%", "inStr", ")", "s2", "=", "''", "pos", "=", "0", "matchob...

28.5

0.002123

def _resize_panels(self): """ Resize panels """ self.theme.setup_figure(self.figure) self.facet.spaceout_and_resize_panels()

[ "def", "_resize_panels", "(", "self", ")", ":", "self", ".", "theme", ".", "setup_figure", "(", "self", ".", "figure", ")", "self", ".", "facet", ".", "spaceout_and_resize_panels", "(", ")" ]

26.5

0.012195

def time_track(self, absolute_time=False, accuracy='ns'): """Return an array of time or the independent variable for this channel This depends on the object having the wf_increment and wf_start_offset properties defined. Note that wf_start_offset is usually zero for time-series data. ...

[ "def", "time_track", "(", "self", ",", "absolute_time", "=", "False", ",", "accuracy", "=", "'ns'", ")", ":", "try", ":", "increment", "=", "self", ".", "property", "(", "'wf_increment'", ")", "offset", "=", "self", ".", "property", "(", "'wf_start_offset'...

36.967742

0.00085

def render_transparent_chit(): """ Render a transparent chit for external, sized images """ if request.if_none_match.contains('chit') or request.if_modified_since: return 'Not modified', 304 out_bytes = base64.b64decode( "R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7") retur...

[ "def", "render_transparent_chit", "(", ")", ":", "if", "request", ".", "if_none_match", ".", "contains", "(", "'chit'", ")", "or", "request", ".", "if_modified_since", ":", "return", "'Not modified'", ",", "304", "out_bytes", "=", "base64", ".", "b64decode", "...

44.4

0.002208

def open_attributes_file(self): ''' Called during initialization. Only needs to be explicitly called if save_and_close_attributes is explicitly called beforehand. ''' if not self.saveable(): raise AttributeError("Cannot open attribute file without a valid file...

[ "def", "open_attributes_file", "(", "self", ")", ":", "if", "not", "self", ".", "saveable", "(", ")", ":", "raise", "AttributeError", "(", "\"Cannot open attribute file without a valid file\"", ")", "if", "self", ".", "_db_closed", ":", "self", ".", "_fd", "=", ...

47.571429

0.010309

def validate(self): """Validate workflow object. This method currently validates the workflow object with the use of cwltool. It writes the workflow to a tmp CWL file, reads it, validates it and removes the tmp file again. By default, the workflow is written to file using absolu...

[ "def", "validate", "(", "self", ")", ":", "# define tmpfile", "(", "fd", ",", "tmpfile", ")", "=", "tempfile", ".", "mkstemp", "(", ")", "os", ".", "close", "(", "fd", ")", "try", ":", "# save workflow object to tmpfile,", "# do not recursively call validate fun...

39.65

0.002463

async def sonar_config(self, trigger_pin, echo_pin, cb=None, ping_interval=50, max_distance=200, cb_type=None): """ Configure the pins,ping interval and maximum distance for an HC-SR04 type device. Single pin configuration may be used. To do so, set both the tr...

[ "async", "def", "sonar_config", "(", "self", ",", "trigger_pin", ",", "echo_pin", ",", "cb", "=", "None", ",", "ping_interval", "=", "50", ",", "max_distance", "=", "200", ",", "cb_type", "=", "None", ")", ":", "# if there is an entry for the trigger pin in exis...

44.039216

0.001307

def list(self, limit=None, marker=None, return_raw=False, other_keys=None): """ Returns a list of resource objects. Pagination is supported through the optional 'marker' and 'limit' parameters. Some APIs do not follow the typical pattern in their responses, and the BaseManager s...

[ "def", "list", "(", "self", ",", "limit", "=", "None", ",", "marker", "=", "None", ",", "return_raw", "=", "False", ",", "other_keys", "=", "None", ")", ":", "uri", "=", "\"/%s\"", "%", "self", ".", "uri_base", "pagination_items", "=", "[", "]", "if"...

51.551724

0.001313

def cat_extract(tar, member, targetpath): """Extract a regular file member using cat for async-like I/O Mostly adapted from tarfile.py. """ assert member.isreg() # Fetch the TarInfo object for the given name and build the # destination pathname, replacing forward slashes to platform # spe...

[ "def", "cat_extract", "(", "tar", ",", "member", ",", "targetpath", ")", ":", "assert", "member", ".", "isreg", "(", ")", "# Fetch the TarInfo object for the given name and build the", "# destination pathname, replacing forward slashes to platform", "# specific separators.", "t...

33.047619

0.0007

def add(self, nick): """\ Indicate that the worker with given nick is performing this task """ self.data[nick] = '' self.workers.add(nick)

[ "def", "add", "(", "self", ",", "nick", ")", ":", "self", ".", "data", "[", "nick", "]", "=", "''", "self", ".", "workers", ".", "add", "(", "nick", ")" ]

28.833333

0.011236

def get_device_address(usb_device): """ Returns the grizzly's internal address value. Returns a negative error value in case of error. """ try: usb_device.ctrl_transfer(0x21, 0x09, 0x0300, 0, GrizzlyUSB.COMMAND_GET_ADDR) internal_addr = usb_device.ctrl_transfer(0xa1, 0x01, 0x0301...

[ "def", "get_device_address", "(", "usb_device", ")", ":", "try", ":", "usb_device", ".", "ctrl_transfer", "(", "0x21", ",", "0x09", ",", "0x0300", ",", "0", ",", "GrizzlyUSB", ".", "COMMAND_GET_ADDR", ")", "internal_addr", "=", "usb_device", ".", "ctrl_transfe...

55.25

0.011136

def has(self, key: str) -> bool: """ Returns True is set() has been called for a key. The cached value may be of type 'None'. :param key: :return: """ if key in self._services: return True return False

[ "def", "has", "(", "self", ",", "key", ":", "str", ")", "->", "bool", ":", "if", "key", "in", "self", ".", "_services", ":", "return", "True", "return", "False" ]

29

0.011152

def serialize(self, null_values=False): """ :type null_values bool :rtype: dict """ ret = {} property_dict = dict(self.__class__.__dict__) # contain view definition defaults property_dict.update(self.__dict__) # overrides done at runtime for k in property_dict.keys(): if k[:1] =...

[ "def", "serialize", "(", "self", ",", "null_values", "=", "False", ")", ":", "ret", "=", "{", "}", "property_dict", "=", "dict", "(", "self", ".", "__class__", ".", "__dict__", ")", "# contain view definition defaults", "property_dict", ".", "update", "(", "...

30.810811

0.011905

def is_sub_to_any(self, *super_entities): """ Given a list of super entities, return the entities that have super entities that interset with those provided. """ if super_entities: return self.filter(id__in=EntityRelationship.objects.filter( super_entity__in=s...

[ "def", "is_sub_to_any", "(", "self", ",", "*", "super_entities", ")", ":", "if", "super_entities", ":", "return", "self", ".", "filter", "(", "id__in", "=", "EntityRelationship", ".", "objects", ".", "filter", "(", "super_entity__in", "=", "super_entities", ")...

44.666667

0.009756

def destroy(name, call=None): """ This function irreversibly destroys a virtual machine on the cloud provider. Before doing so, it should fire an event on the Salt event bus. The tag for this event is `salt/cloud/<vm name>/destroying`. Once the virtual machine has been destroyed, another event is f...

[ "def", "destroy", "(", "name", ",", "call", "=", "None", ")", ":", "log", ".", "info", "(", "\"Attempting to delete instance %s\"", ",", "name", ")", "if", "call", "==", "'function'", ":", "raise", "SaltCloudSystemExit", "(", "'The destroy action must be called wi...

30.215385

0.001972

def _parse_option(cls, token): """ Parse an option expression. :param token: The option expression :type token: str :rtype: InputOption """ description = "" validator = None if " : " in token: token, description = tuple(token.split("...

[ "def", "_parse_option", "(", "cls", ",", "token", ")", ":", "description", "=", "\"\"", "validator", "=", "None", "if", "\" : \"", "in", "token", ":", "token", ",", "description", "=", "tuple", "(", "token", ".", "split", "(", "\" : \"", ",", "2", ")",...

28.164179

0.001024

def perf_total(self, value): """The perf_total property. Args: value (string). the property value. """ if value == self._defaults['perfTotal'] and 'perfTotal' in self._values: del self._values['perfTotal'] else: self._values['perfTotal...

[ "def", "perf_total", "(", "self", ",", "value", ")", ":", "if", "value", "==", "self", ".", "_defaults", "[", "'perfTotal'", "]", "and", "'perfTotal'", "in", "self", ".", "_values", ":", "del", "self", ".", "_values", "[", "'perfTotal'", "]", "else", "...

32.1

0.012121

def simulation(self, ts_length=90, random_state=None): """ Compute a simulated sample path assuming Gaussian shocks. Parameters ---------- ts_length : scalar(int), optional(default=90) Number of periods to simulate for random_state : int or np.random.RandomS...

[ "def", "simulation", "(", "self", ",", "ts_length", "=", "90", ",", "random_state", "=", "None", ")", ":", "from", "scipy", ".", "signal", "import", "dlsim", "random_state", "=", "check_random_state", "(", "random_state", ")", "sys", "=", "self", ".", "ma_...

32.724138

0.002047

def _query(function, consul_url, token=None, method='GET', api_version='v1', data=None, query_params=None): ''' Consul object method function to construct and execute on the API URL. :param api_url: The Consul api url. :param api_ver...

[ "def", "_query", "(", "function", ",", "consul_url", ",", "token", "=", "None", ",", "method", "=", "'GET'", ",", "api_version", "=", "'v1'", ",", "data", "=", "None", ",", "query_params", "=", "None", ")", ":", "if", "not", "query_params", ":", "query...

28.234375

0.00107

def EnumerateClassNames(self, namespace=None, ClassName=None, DeepInheritance=None, **extra): # pylint: disable=invalid-name,line-too-long """ Enumerate the names of subclasses of a class, or of the top-level classes in a namespace. This method perfor...

[ "def", "EnumerateClassNames", "(", "self", ",", "namespace", "=", "None", ",", "ClassName", "=", "None", ",", "DeepInheritance", "=", "None", ",", "*", "*", "extra", ")", ":", "# pylint: disable=invalid-name,line-too-long", "exc", "=", "None", "classnames", "=",...

38.796992

0.000756

def get_lines_without_comments(filename: str) -> List[str]: """ Reads a file, and returns all lines as a list, left- and right-stripping the lines and removing everything on a line after the first ``#``. NOTE: does not cope well with quoted ``#`` symbols! """ lines = [] with open(filename) a...

[ "def", "get_lines_without_comments", "(", "filename", ":", "str", ")", "->", "List", "[", "str", "]", ":", "lines", "=", "[", "]", "with", "open", "(", "filename", ")", "as", "f", ":", "for", "line", "in", "f", ":", "line", "=", "line", ".", "parti...

36.333333

0.001789

def make_pixel_mask_from_col_row(column, row, default=0, value=1): '''Generate mask from column and row lists Parameters ---------- column : iterable, int List of colums values. row : iterable, int List of row values. default : int Value of pixels that are not ...

[ "def", "make_pixel_mask_from_col_row", "(", "column", ",", "row", ",", "default", "=", "0", ",", "value", "=", "1", ")", ":", "# FE columns and rows start from 1\r", "col_array", "=", "np", ".", "array", "(", "column", ")", "-", "1", "row_array", "=", "np", ...

32.888889

0.002188

def tkr_vox2ras(img, zooms=None): ''' tkr_vox2ras(img) yields the FreeSurfer tkr VOX2RAS matrix for the given nibabel image object img. The img must have a get_shape() method and header member with a get_zooms() method. tkr_vox2ras(hdr) operates on a nibabel image header object. tkr_vox2ras(shape,...

[ "def", "tkr_vox2ras", "(", "img", ",", "zooms", "=", "None", ")", ":", "if", "zooms", "is", "not", "None", ":", "# let's assume that they passed shape, zooms", "shape", "=", "img", "else", ":", "try", ":", "img", "=", "img", ".", "header", "except", "Excep...

46.92

0.011696

def create(self, subject, displayName, issuerToken, expiration, secret): """Create a new guest issuer using the provided issuer token. This function returns a guest issuer with an api access token. Args: subject(basestring): Unique and public identifier displayName(base...

[ "def", "create", "(", "self", ",", "subject", ",", "displayName", ",", "issuerToken", ",", "expiration", ",", "secret", ")", ":", "check_type", "(", "subject", ",", "basestring", ")", "check_type", "(", "displayName", ",", "basestring", ")", "check_type", "(...

37.255814

0.001217

def _calc_colour_hist(img): """ calculate colour histogram for each region the size of output histogram will be BINS * COLOUR_CHANNELS(3) number of bins is 25 as same as [uijlings_ijcv2013_draft.pdf] extract HSV """ BINS = 25 hist = numpy.array([]) for colour_cha...

[ "def", "_calc_colour_hist", "(", "img", ")", ":", "BINS", "=", "25", "hist", "=", "numpy", ".", "array", "(", "[", "]", ")", "for", "colour_channel", "in", "(", "0", ",", "1", ",", "2", ")", ":", "# extracting one colour channel", "c", "=", "img", "[...

23.037037

0.001543

def build_estimator(model_dir, model_type, model_column_fn, inter_op, intra_op, ctx): """Build an estimator appropriate for the given model type.""" wide_columns, deep_columns = model_column_fn() hidden_units = [100, 75, 50, 25] # Create a tf.estimator.RunConfig to ensure the model is run on CPU, which # tra...

[ "def", "build_estimator", "(", "model_dir", ",", "model_type", ",", "model_column_fn", ",", "inter_op", ",", "intra_op", ",", "ctx", ")", ":", "wide_columns", ",", "deep_columns", "=", "model_column_fn", "(", ")", "hidden_units", "=", "[", "100", ",", "75", ...

43.6875

0.009797

def get_config_parameter_loglevel(config: ConfigParser, section: str, param: str, default: int) -> int: """ Get ``loglevel`` parameter from ``configparser`` ``.INI`` file, e.g. mapping ``'debug'`` to ``logg...

[ "def", "get_config_parameter_loglevel", "(", "config", ":", "ConfigParser", ",", "section", ":", "str", ",", "param", ":", "str", ",", "default", ":", "int", ")", "->", "int", ":", "try", ":", "value", "=", "config", ".", "get", "(", "section", ",", "p...

35.742857

0.000778

def get_events_in_both_arrays(events_one, events_two): """ Calculates the events that exist in both arrays. """ events_one = np.ascontiguousarray(events_one) # change memory alignement for c++ library events_two = np.ascontiguousarray(events_two) # change memory alignement for c++ library eve...

[ "def", "get_events_in_both_arrays", "(", "events_one", ",", "events_two", ")", ":", "events_one", "=", "np", ".", "ascontiguousarray", "(", "events_one", ")", "# change memory alignement for c++ library", "events_two", "=", "np", ".", "ascontiguousarray", "(", "events_t...

47.5

0.008264

def event(self, button): """ button has been clicked """ # cancel any pending timer if self.timer: self.timer.cancel() if self.last_button != button: if self.last_button: # new button clicked process the one before. ...

[ "def", "event", "(", "self", ",", "button", ")", ":", "# cancel any pending timer", "if", "self", ".", "timer", ":", "self", ".", "timer", ".", "cancel", "(", ")", "if", "self", ".", "last_button", "!=", "button", ":", "if", "self", ".", "last_button", ...

35.535714

0.001957

def render_particles(self): """ Render visible particles at each strip position, by modifying the strip's color list. """ for strip_pos in range(self._start, self._end + 1): blended = COLORS.black # Render visible emitters if self.has_e_color...

[ "def", "render_particles", "(", "self", ")", ":", "for", "strip_pos", "in", "range", "(", "self", ".", "_start", ",", "self", ".", "_end", "+", "1", ")", ":", "blended", "=", "COLORS", ".", "black", "# Render visible emitters", "if", "self", ".", "has_e_...

36.787879

0.001605

def default(self, o): """ Overriding default method for JSON encoding. This method does two things: (a) If an object has a to_dict property, return the to_dict output. (b) If the @module and @class keys are not in the to_dict, add them to the output automatically. If the object h...

[ "def", "default", "(", "self", ",", "o", ")", ":", "if", "isinstance", "(", "o", ",", "datetime", ".", "datetime", ")", ":", "return", "{", "\"@module\"", ":", "\"datetime\"", ",", "\"@class\"", ":", "\"datetime\"", ",", "\"string\"", ":", "o", ".", "_...

40

0.001038

def put_mapping(self, using=None, **kwargs): """ Register specific mapping definition for a specific type. Any additional keyword arguments will be passed to ``Elasticsearch.indices.put_mapping`` unchanged. """ return self._get_connection(using).indices.put_mapping(index...

[ "def", "put_mapping", "(", "self", ",", "using", "=", "None", ",", "*", "*", "kwargs", ")", ":", "return", "self", ".", "_get_connection", "(", "using", ")", ".", "indices", ".", "put_mapping", "(", "index", "=", "self", ".", "_name", ",", "*", "*", ...

41.875

0.008772

def head(self, x, y, layers=None, aq=None): """Head at `x`, `y` Returns ------- h : array length `naq` or `len(layers)` head in all `layers` (if not `None`), or all layers of aquifer (otherwise) """ if aq is None: aq = self.aq.find_a...

[ "def", "head", "(", "self", ",", "x", ",", "y", ",", "layers", "=", "None", ",", "aq", "=", "None", ")", ":", "if", "aq", "is", "None", ":", "aq", "=", "self", ".", "aq", ".", "find_aquifer_data", "(", "x", ",", "y", ")", "rv", "=", "self", ...

28.75

0.014737

def get_value(self, continuous_future, dt, field): """ Retrieve the value at the given coordinates. Parameters ---------- sid : int The asset identifier. dt : pd.Timestamp The timestamp for the desired data point. field : string ...

[ "def", "get_value", "(", "self", ",", "continuous_future", ",", "dt", ",", "field", ")", ":", "rf", "=", "self", ".", "_roll_finders", "[", "continuous_future", ".", "roll_style", "]", "sid", "=", "(", "rf", ".", "get_contract_center", "(", "continuous_futur...

33.766667

0.001919

def strict_deps_for_target(self, target, predicate=None): """Get the dependencies of `target` filtered by `predicate`, accounting for 'strict_deps'. If 'strict_deps' is on, instead of using the transitive closure of dependencies, targets will only be able to see their immediate dependencies declared in the...

[ "def", "strict_deps_for_target", "(", "self", ",", "target", ",", "predicate", "=", "None", ")", ":", "if", "self", ".", "_native_build_settings", ".", "get_strict_deps_value_for_target", "(", "target", ")", ":", "strict_deps", "=", "target", ".", "strict_dependen...

43.72

0.008953

def get_peer_creds(self): # LRU cached on per-instance basis, see __init__ """Return the PID/UID/GID tuple of the peer socket for UNIX sockets. This function uses SO_PEERCRED to query the UNIX PID, UID, GID of the peer, which is only available if the bind address is a UNIX domain socke...

[ "def", "get_peer_creds", "(", "self", ")", ":", "# LRU cached on per-instance basis, see __init__", "PEERCRED_STRUCT_DEF", "=", "'3i'", "if", "IS_WINDOWS", "or", "self", ".", "socket", ".", "family", "!=", "socket", ".", "AF_UNIX", ":", "raise", "NotImplementedError",...

39.333333

0.001103

def build_reaction_from_string(self, reaction_str, verbose=True, fwd_arrow=None, rev_arrow=None, reversible_arrow=None, term_split="+"): """Builds reaction from reaction equation reaction_str using parser Takes a string and using the...

[ "def", "build_reaction_from_string", "(", "self", ",", "reaction_str", ",", "verbose", "=", "True", ",", "fwd_arrow", "=", "None", ",", "rev_arrow", "=", "None", ",", "reversible_arrow", "=", "None", ",", "term_split", "=", "\"+\"", ")", ":", "# set the arrows...

40.852632

0.001006

def add_candidate_adapter_ports(self, ports): """ Add a list of storage adapter ports to this storage group's candidate adapter ports list. This operation only applies to storage groups of type "fcp". These adapter ports become candidates for use as backing adapters when ...

[ "def", "add_candidate_adapter_ports", "(", "self", ",", "ports", ")", ":", "body", "=", "{", "'adapter-port-uris'", ":", "[", "p", ".", "uri", "for", "p", "in", "ports", "]", ",", "}", "self", ".", "manager", ".", "session", ".", "post", "(", "self", ...

40.77551

0.000978

def _count_ngrams(self, n=2, method="word", to_lower=True, ignore_space=True): """ For documentation, see turicreate.text_analytics.count_ngrams(). ..WARNING:: This function is deprecated, and will be removed in future versions of Turi Create. Please use the `text_analytics.count_words`...

[ "def", "_count_ngrams", "(", "self", ",", "n", "=", "2", ",", "method", "=", "\"word\"", ",", "to_lower", "=", "True", ",", "ignore_space", "=", "True", ")", ":", "if", "(", "self", ".", "dtype", "!=", "str", ")", ":", "raise", "TypeError", "(", "\...

38.114286

0.008041

def get_raw_transaction(self, tx_hash, verbose=True, **kwargs): """ Returns detailed information associated with a specific transaction hash. :param tx_hash: transaction hash :param verbose: a boolean indicating whether the detailed transaction information should be returned in ...

[ "def", "get_raw_transaction", "(", "self", ",", "tx_hash", ",", "verbose", "=", "True", ",", "*", "*", "kwargs", ")", ":", "return", "self", ".", "_call", "(", "JSONRPCMethods", ".", "GET_RAW_TRANSACTION", ".", "value", ",", "params", "=", "[", "tx_hash", ...

44.555556

0.008547

def permutation_matrix(permutation): r"""Return orthogonal permutation matrix for permutation tuple Return an orthogonal permutation matrix :math:`M_\sigma` for a permutation :math:`\sigma` defined by the image tuple :math:`(\sigma(1), \sigma(2),\dots \sigma(n))`, such that .. math:: ...

[ "def", "permutation_matrix", "(", "permutation", ")", ":", "assert", "check_permutation", "(", "permutation", ")", "n", "=", "len", "(", "permutation", ")", "op_matrix", "=", "np_zeros", "(", "(", "n", ",", "n", ")", ",", "dtype", "=", "int", ")", "for",...

26.972973

0.000967

def is_managed(using=None): """ Checks whether the transaction manager is in manual or in auto state. """ if using is None: managed = False for using in tldap.backend.connections: connection = tldap.backend.connections[using] if connection.is_managed(): ...

[ "def", "is_managed", "(", "using", "=", "None", ")", ":", "if", "using", "is", "None", ":", "managed", "=", "False", "for", "using", "in", "tldap", ".", "backend", ".", "connections", ":", "connection", "=", "tldap", ".", "backend", ".", "connections", ...

33.538462

0.002232

def get_msg_login(self, username): """message for welcome. """ account = self.get_account(username) if account: account.update_last_login() account.save() return 'welcome.'

[ "def", "get_msg_login", "(", "self", ",", "username", ")", ":", "account", "=", "self", ".", "get_account", "(", "username", ")", "if", "account", ":", "account", ".", "update_last_login", "(", ")", "account", ".", "save", "(", ")", "return", "'welcome.'" ...

28.625

0.008475

def rotate(self, log): """Move the current log to a new file with timestamp and create a new empty log file.""" self.write(log, rotate=True) self.write({})

[ "def", "rotate", "(", "self", ",", "log", ")", ":", "self", ".", "write", "(", "log", ",", "rotate", "=", "True", ")", "self", ".", "write", "(", "{", "}", ")" ]

44

0.01676

def divrank_scipy(G, alpha=0.25, d=0.85, personalization=None, max_iter=100, tol=1.0e-6, nstart=None, weight='weight', dangling=None): ''' Returns the DivRank (Diverse Rank) of the nodes in the graph. This code is based on networkx.pagerank_scipy ''' import scipy....

[ "def", "divrank_scipy", "(", "G", ",", "alpha", "=", "0.25", ",", "d", "=", "0.85", ",", "personalization", "=", "None", ",", "max_iter", "=", "100", ",", "tol", "=", "1.0e-6", ",", "nstart", "=", "None", ",", "weight", "=", "'weight'", ",", "danglin...

32.842105

0.001556

def store_meta_data(self, copy_path=None): """Save meta data of the state machine model to the file system This method generates a dictionary of the meta data of the state machine and stores it on the filesystem. :param str copy_path: Optional, if the path is specified, it will be used instead...

[ "def", "store_meta_data", "(", "self", ",", "copy_path", "=", "None", ")", ":", "if", "copy_path", ":", "meta_file_json", "=", "os", ".", "path", ".", "join", "(", "copy_path", ",", "storage", ".", "FILE_NAME_META_DATA", ")", "else", ":", "meta_file_json", ...

45.933333

0.008535

def run(self, *args, **kwargs): """ Probe the input tree and print. """ b_status = True d_probe = {} d_tree = {} d_stats = {} str_error = '' b_timerStart = False d_test = {} for k, ...

[ "def", "run", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "b_status", "=", "True", "d_probe", "=", "{", "}", "d_tree", "=", "{", "}", "d_stats", "=", "{", "}", "str_error", "=", "''", "b_timerStart", "=", "False", "d_test", ...

35.727273

0.021578

def diagonalized_iter(size): r""" TODO: generalize to more than 2 dimensions to be more like itertools.product. CommandLine: python -m utool.util_alg --exec-diagonalized_iter python -m utool.util_alg --exec-diagonalized_iter --size=5 Example: >>> # ENABLE_DOCTEST >>...

[ "def", "diagonalized_iter", "(", "size", ")", ":", "for", "i", "in", "range", "(", "0", ",", "size", "+", "1", ")", ":", "for", "r", ",", "c", "in", "zip", "(", "reversed", "(", "range", "(", "i", ")", ")", ",", "(", "range", "(", "i", ")", ...

32.967742

0.000951

def get_template_names(self): """Returns a list of template names to search for when rendering a a specific flat menu object (making use of self.handle)""" site = self._contextual_vals.current_site handle = self.handle template_names = [] if settings.SITE_SPECIFIC_TEMPLAT...

[ "def", "get_template_names", "(", "self", ")", ":", "site", "=", "self", ".", "_contextual_vals", ".", "current_site", "handle", "=", "self", ".", "handle", "template_names", "=", "[", "]", "if", "settings", ".", "SITE_SPECIFIC_TEMPLATE_DIRS", "and", "site", "...

44.657143

0.001252

def open_file_dialog(windowTitle, wildcard, defaultDir=os.getcwd(), style=None, parent=None): """ Opens a wx widget file select dialog. Wild card specifies which kinds of files are allowed. Style - specifies style of dialog (read wx documentation for information) """ if parent == None: ...

[ "def", "open_file_dialog", "(", "windowTitle", ",", "wildcard", ",", "defaultDir", "=", "os", ".", "getcwd", "(", ")", ",", "style", "=", "None", ",", "parent", "=", "None", ")", ":", "if", "parent", "==", "None", ":", "app", "=", "wx", ".", "App", ...

31.190476

0.008889

def n_parent_paths(self, n): """ return parent paths of n levels. eg: File('a/b/c/d').n_parent_paths(2) == 'b/c' """ rv = os.path.relpath(os.path.join(self.path, '..'), os.path.join(self.path, *['..'] * (n+1))) return rv.replace('\\', '/')

[ "def", "n_parent_paths", "(", "self", ",", "n", ")", ":", "rv", "=", "os", ".", "path", ".", "relpath", "(", "os", ".", "path", ".", "join", "(", "self", ".", "path", ",", "'..'", ")", ",", "os", ".", "path", ".", "join", "(", "self", ".", "p...

40.142857

0.010453

def get_host(self): """ returns the host computer running this program """ import socket host_name = socket.gethostname() for h in hosts: if h['name'] == host_name: return h['type'], h['name'] return dict(type='Unknown', name=host_nam...

[ "def", "get_host", "(", "self", ")", ":", "import", "socket", "host_name", "=", "socket", ".", "gethostname", "(", ")", "for", "h", "in", "hosts", ":", "if", "h", "[", "'name'", "]", "==", "host_name", ":", "return", "h", "[", "'type'", "]", ",", "...

31.3

0.012422

def structureLink(lines): """ Parse STRUCTURE LINK Method """ # Constants KEYWORDS = ('LINK', 'STRUCTURE', 'NUMSTRUCTS', 'STRUCTTYPE') WEIR_KEYWORDS = ('STRUCTTYPE', 'CREST_LENGTH', 'CREST_LOW_ELEV', ...

[ "def", "structureLink", "(", "lines", ")", ":", "# Constants", "KEYWORDS", "=", "(", "'LINK'", ",", "'STRUCTURE'", ",", "'NUMSTRUCTS'", ",", "'STRUCTTYPE'", ")", "WEIR_KEYWORDS", "=", "(", "'STRUCTTYPE'", ",", "'CREST_LENGTH'", ",", "'CREST_LOW_ELEV'", ",", "'DI...

35.548387

0.001177