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 _make_tarfile(self, output_filename, source_dir): """Create .tar.gz file """ with tarfile.open(output_filename, "w:gz") as tar: tar.add(source_dir, arcname=os.path.basename(source_dir))	[ "def", "_make_tarfile", "(", "self", ",", "output_filename", ",", "source_dir", ")", ":", "with", "tarfile", ".", "open", "(", "output_filename", ",", "\"w:gz\"", ")", "as", "tar", ":", "tar", ".", "add", "(", "source_dir", ",", "arcname", "=", "os", "."...	44.2	0.008889
def get_evernote_client(self, token=None): """ get the token from evernote """ if token: return EvernoteClient(token=token, sandbox=self.sandbox) else: return EvernoteClient(consumer_key=self.consumer_key, consumer_secret=self.consumer_secret, ...	[ "def", "get_evernote_client", "(", "self", ",", "token", "=", "None", ")", ":", "if", "token", ":", "return", "EvernoteClient", "(", "token", "=", "token", ",", "sandbox", "=", "self", ".", "sandbox", ")", "else", ":", "return", "EvernoteClient", "(", "c...	39.888889	0.008174
def loadMoreItems(self, excludeRead=False, continuation=None, loadLimit=20, since=None, until=None): """ Load more items using the continuation parameters of previously loaded items. """ self.lastLoadOk = False self.lastLoadLength = 0 if not continuation and not self....	[ "def", "loadMoreItems", "(", "self", ",", "excludeRead", "=", "False", ",", "continuation", "=", "None", ",", "loadLimit", "=", "20", ",", "since", "=", "None", ",", "until", "=", "None", ")", ":", "self", ".", "lastLoadOk", "=", "False", "self", ".", ...	51.666667	0.012685
def validate(self, url): ''' takes in a Github repository for validation of preview and runtime (and possibly tests passing? ''' # Preview must provide the live URL of the repository if not url.startswith('http') or not 'github' in url: bot.error('Test of previe...	[ "def", "validate", "(", "self", ",", "url", ")", ":", "# Preview must provide the live URL of the repository", "if", "not", "url", ".", "startswith", "(", "'http'", ")", "or", "not", "'github'", "in", "url", ":", "bot", ".", "error", "(", "'Test of preview must ...	33	0.008421
def clear_cache(cls): """Call this before closing tk root""" #Prevent tkinter errors on python 2 ?? for key in cls._cached: cls._cached[key] = None cls._cached = {}	[ "def", "clear_cache", "(", "cls", ")", ":", "#Prevent tkinter errors on python 2 ??", "for", "key", "in", "cls", ".", "_cached", ":", "cls", ".", "_cached", "[", "key", "]", "=", "None", "cls", ".", "_cached", "=", "{", "}" ]	33.833333	0.014423
def _sampleRange(rng, start, end, step, k): """ Equivalent to: random.sample(xrange(start, end, step), k) except it uses our random number generator. This wouldn't need to create the arange if it were implemented in C. """ array = numpy.empty(k, dtype="uint32") rng.sample(numpy.arange(start, end, ste...	[ "def", "_sampleRange", "(", "rng", ",", "start", ",", "end", ",", "step", ",", "k", ")", ":", "array", "=", "numpy", ".", "empty", "(", "k", ",", "dtype", "=", "\"uint32\"", ")", "rng", ".", "sample", "(", "numpy", ".", "arange", "(", "start", ",...	26.846154	0.01385
def read_voltages(self, voltage_file): """import voltages from a volt.dat file Parameters ---------- voltage_file : string Path to volt.dat file """ measurements_raw = np.loadtxt( voltage_file, skiprows=1, ) measuremen...	[ "def", "read_voltages", "(", "self", ",", "voltage_file", ")", ":", "measurements_raw", "=", "np", ".", "loadtxt", "(", "voltage_file", ",", "skiprows", "=", "1", ",", ")", "measurements", "=", "np", ".", "atleast_2d", "(", "measurements_raw", ")", "# extrac...	37.181818	0.000794
def compute_K_analytical(dataframe, spacing): """Given an electrode spacing, compute geometrical factors using the equation for the homogeneous half-space (Neumann-equation) If a dataframe is given, use the column (a, b, m, n). Otherwise, expect an Nx4 arrray. Parameters ---------- datafra...	[ "def", "compute_K_analytical", "(", "dataframe", ",", "spacing", ")", ":", "if", "isinstance", "(", "dataframe", ",", "pd", ".", "DataFrame", ")", ":", "configs", "=", "dataframe", "[", "[", "'a'", ",", "'b'", ",", "'m'", ",", "'n'", "]", "]", ".", "...	33.870968	0.000926
def get_info(self): 'Retrieve the data from CrossRef.' escaped_doi = urllib2.quote(self.doi, '') html = get_resource("www.crossref.org", '/guestquery?queryType=doi&restype=unixref&doi=%s&doi_search=Search' % escaped_doi) xml_matches = [] for m in re.finditer('(<doi_records>.*?</...	[ "def", "get_info", "(", "self", ")", ":", "escaped_doi", "=", "urllib2", ".", "quote", "(", "self", ".", "doi", ",", "''", ")", "html", "=", "get_resource", "(", "\"www.crossref.org\"", ",", "'/guestquery?queryType=doi&restype=unixref&doi=%s&doi_search=Search'", "%"...	47.333333	0.008287
def frobenius_norm(self): """ Frobenius norm (\|\|data - USV\|\|) for a data matrix and a low rank approximation given by SVH using rank k for U and V Returns: frobenius norm: F = \|\|data - USV\|\| """ if scipy.sparse.issparse(self.data): err = self....	[ "def", "frobenius_norm", "(", "self", ")", ":", "if", "scipy", ".", "sparse", ".", "issparse", "(", "self", ".", "data", ")", ":", "err", "=", "self", ".", "data", "-", "self", ".", "U", "", "self", ".", "S", "", "self", ".", "V", "err", "=",...	37.6875	0.012945
def cron(self, pattern, name, args, kwargs): """ A function to setup a RQ job as a cronjob:: @rq.job('low', timeout=60) def add(x, y): return x + y add.cron(' * * * ', 'add-some-numbers', 1, 2, timeout=10) :param \\args: The positional...	[ "def", "cron", "(", "self", ",", "pattern", ",", "name", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "queue_name", "=", "kwargs", ".", "pop", "(", "'queue'", ",", "self", ".", "queue_name", ")", "timeout", "=", "kwargs", ".", "pop", "(", ...	33.298246	0.001024
def groups_for_perm( cls, instance, perm_name, group_ids=None, limit_group_permissions=False, db_session=None, ): """ return PermissionTuples for groups that have given permission for the resource, perm_name is __any_permission__ then u...	[ "def", "groups_for_perm", "(", "cls", ",", "instance", ",", "perm_name", ",", "group_ids", "=", "None", ",", "limit_group_permissions", "=", "False", ",", "db_session", "=", "None", ",", ")", ":", "# noqa", "db_session", "=", "get_db_session", "(", "db_session...	32.808511	0.001889
def fit(self, data, method='kmeans', **kwargs): """ fit classifiers from large dataset. Parameters ---------- data : dict A dict of data for clustering. Must contain items with the same name as analytes used for clustering. method : st...	[ "def", "fit", "(", "self", ",", "data", ",", "method", "=", "'kmeans'", ",", "", "", "kwargs", ")", ":", "self", ".", "method", "=", "method", "ds_fit", "=", "self", ".", "fitting_data", "(", "data", ")", "mdict", "=", "{", "'kmeans'", ":", "self...	34.884615	0.002145
def _align_intervals(int_hier, lab_hier, t_min=0.0, t_max=None): '''Align a hierarchical annotation to span a fixed start and end time. Parameters ---------- int_hier : list of list of intervals lab_hier : list of list of str Hierarchical segment annotations, encoded as a list of li...	[ "def", "_align_intervals", "(", "int_hier", ",", "lab_hier", ",", "t_min", "=", "0.0", ",", "t_max", "=", "None", ")", ":", "return", "[", "list", "(", "_", ")", "for", "_", "in", "zip", "(", "*", "[", "util", ".", "adjust_intervals", "(", "np", "....	38.75	0.000899
def magphase_function(f='1.0/(1+1jx)', xmin=-1, xmax=1, steps=200, p='x', g=None, erange=False, kwargs): """ Plots function(s) magnitude and phase over the specified range. Parameters ---------- f='1.0/(1+1jx)' Complex-valued function or list of functions to plot. ...	[ "def", "magphase_function", "(", "f", "=", "'1.0/(1+1jx)'", ",", "xmin", "=", "-", "1", ",", "xmax", "=", "1", ",", "steps", "=", "200", ",", "p", "=", "'x'", ",", "g", "=", "None", ",", "erange", "=", "False", ",", "", "*", "kwargs", ")", ":...	42.363636	0.008395
def run_with_retcodes(argv): """ Run luigi with command line parsing, but raise ``SystemExit`` with the configured exit code. Note: Usually you use the luigi binary directly and don't call this function yourself. :param argv: Should (conceptually) be ``sys.argv[1:]`` """ logger = logging.getLo...	[ "def", "run_with_retcodes", "(", "argv", ")", ":", "logger", "=", "logging", ".", "getLogger", "(", "'luigi-interface'", ")", "with", "luigi", ".", "cmdline_parser", ".", "CmdlineParser", ".", "global_instance", "(", "argv", ")", ":", "retcodes", "=", "retcode...	39.145833	0.002077
def add_section(self, section, friendly_name = None): """Adds a section and optionally gives it a friendly name..""" if not isinstance(section, BASESTRING): # Make sure the user isn't expecting to use something stupid as a key. raise ValueError(section) # See if we've got this section already: if sectio...	[ "def", "add_section", "(", "self", ",", "section", ",", "friendly_name", "=", "None", ")", ":", "if", "not", "isinstance", "(", "section", ",", "BASESTRING", ")", ":", "# Make sure the user isn't expecting to use something stupid as a key.\r", "raise", "ValueError", "...	45.642857	0.029141
def _parse_response_for_dict(response): ''' Extracts name-values from response header. Filter out the standard http headers.''' if response is None: return None http_headers = ['server', 'date', 'location', 'host', 'via', 'proxy-connection', 'connection'] return_dict = _...	[ "def", "_parse_response_for_dict", "(", "response", ")", ":", "if", "response", "is", "None", ":", "return", "None", "http_headers", "=", "[", "'server'", ",", "'date'", ",", "'location'", ",", "'host'", ",", "'via'", ",", "'proxy-connection'", ",", "'connecti...	33.533333	0.001934
def insert_bool(param, command_args): ''' :param param: :param command_args: :return: ''' index = 0 found = False for lelem in command_args: if lelem == '--' and not found: break if lelem == param: found = True break index = index + 1 if found: command_args.insert(in...	[ "def", "insert_bool", "(", "param", ",", "command_args", ")", ":", "index", "=", "0", "found", "=", "False", "for", "lelem", "in", "command_args", ":", "if", "lelem", "==", "'--'", "and", "not", "found", ":", "break", "if", "lelem", "==", "param", ":",...	17.894737	0.027933
def send_acks(self, message): """ send acks to the service :param message: EventHub_pb2.Message :return: None """ if isinstance(message, EventHub_pb2.Message): ack = EventHub_pb2.Ack(partition=message.partition, offset=message.offset) self.grpc_man...	[ "def", "send_acks", "(", "self", ",", "message", ")", ":", "if", "isinstance", "(", "message", ",", "EventHub_pb2", ".", "Message", ")", ":", "ack", "=", "EventHub_pb2", ".", "Ack", "(", "partition", "=", "message", ".", "partition", ",", "offset", "=", ...	44.4	0.008824
def __normalize_list(self, msg): """Split message to list by commas and trim whitespace.""" if isinstance(msg, list): msg = "".join(msg) return list(map(lambda x: x.strip(), msg.split(",")))	[ "def", "__normalize_list", "(", "self", ",", "msg", ")", ":", "if", "isinstance", "(", "msg", ",", "list", ")", ":", "msg", "=", "\"\"", ".", "join", "(", "msg", ")", "return", "list", "(", "map", "(", "lambda", "x", ":", "x", ".", "strip", "(", ...	44.4	0.00885
def list_joined_topics(self, start=0): """ 已加入的所有小组的话题列表 :param start: 翻页 :return: 带下一页的列表 """ xml = self.api.xml(API_GROUP_HOME, params={'start': start}) return build_list_result(self._parse_topic_table(xml, 'title,comment,created,group'), xml)	[ "def", "list_joined_topics", "(", "self", ",", "start", "=", "0", ")", ":", "xml", "=", "self", ".", "api", ".", "xml", "(", "API_GROUP_HOME", ",", "params", "=", "{", "'start'", ":", "start", "}", ")", "return", "build_list_result", "(", "self", ".", ...	33.555556	0.012903
def path_from_keywords(keywords,into='path'): ''' turns keyword pairs into path or filename if `into=='path'`, then keywords are separted by underscores, else keywords are used to create a directory hierarchy ''' subdirs = [] def prepare_string(s): s = str(s) s = re.sub('[]...	[ "def", "path_from_keywords", "(", "keywords", ",", "into", "=", "'path'", ")", ":", "subdirs", "=", "[", "]", "def", "prepare_string", "(", "s", ")", ":", "s", "=", "str", "(", "s", ")", "s", "=", "re", ".", "sub", "(", "'[][{},*\"'", "+", "f\"'{os...	42.444444	0.017914
def adjust_whitespace(text): """remove the left-whitespace margin of a block of Python code.""" state = [False, False] (backslashed, triplequoted) = (0, 1) def in_multi_line(line): start_state = (state[backslashed] or state[triplequoted]) if re.search(r"\\$", line): state[...	[ "def", "adjust_whitespace", "(", "text", ")", ":", "state", "=", "[", "False", ",", "False", "]", "(", "backslashed", ",", "triplequoted", ")", "=", "(", "0", ",", "1", ")", "def", "in_multi_line", "(", "line", ")", ":", "start_state", "=", "(", "sta...	29.894737	0.000568
def _authenticate_ssh(org): """Try authenticating via ssh, if succesful yields a User, otherwise raises Error.""" # Try to get username from git config username = os.environ.get(f"{org.upper()}_USERNAME") # Require ssh-agent child = pexpect.spawn("ssh -T git@github.com", encoding="utf8") # GitHu...	[ "def", "_authenticate_ssh", "(", "org", ")", ":", "# Try to get username from git config", "username", "=", "os", ".", "environ", ".", "get", "(", "f\"{org.upper()}_USERNAME\"", ")", "# Require ssh-agent", "child", "=", "pexpect", ".", "spawn", "(", "\"ssh -T git@gith...	39.285714	0.002367
def print_traceback(self): """ Print the traceback of the exception wrapped by the AbbreviatedException. """ traceback.print_exception(self.etype, self.value, self.traceback)	[ "def", "print_traceback", "(", "self", ")", ":", "traceback", ".", "print_exception", "(", "self", ".", "etype", ",", "self", ".", "value", ",", "self", ".", "traceback", ")" ]	40.4	0.014563
def rebuildGrid( self ): """ Rebuilds the ruler data. """ vruler = self.verticalRuler() hruler = self.horizontalRuler() rect = self._buildData['grid_rect'] # process the vertical ruler h_lines = [] h_alt = [...	[ "def", "rebuildGrid", "(", "self", ")", ":", "vruler", "=", "self", ".", "verticalRuler", "(", ")", "hruler", "=", "self", ".", "horizontalRuler", "(", ")", "rect", "=", "self", ".", "_buildData", "[", "'grid_rect'", "]", "# process the vertical ruler\r", "h...	35.473684	0.019053
def plot_gain_offsets(dio_cross,dio_chan_per_coarse=8,feedtype='l',ax1=None,ax2=None,legend=True,**kwargs): ''' Plots the calculated gain offsets of each coarse channel along with the time averaged power spectra of the X and Y feeds ''' #Get ON-OFF ND spectra Idiff,Qdiff,Udiff,Vdiff,freqs = get_...	[ "def", "plot_gain_offsets", "(", "dio_cross", ",", "dio_chan_per_coarse", "=", "8", ",", "feedtype", "=", "'l'", ",", "ax1", "=", "None", ",", "ax2", "=", "None", ",", "legend", "=", "True", ",", "", "", "kwargs", ")", ":", "#Get ON-OFF ND spectra", "I...	35.510204	0.040268
def save(self, filename=None, deleteid3=False): """Save metadata blocks to a file. If no filename is given, the one most recently loaded is used. """ if filename is None: filename = self.filename f = open(filename, 'rb+') try: # Ensure we've got...	[ "def", "save", "(", "self", ",", "filename", "=", "None", ",", "deleteid3", "=", "False", ")", ":", "if", "filename", "is", "None", ":", "filename", "=", "self", ".", "filename", "f", "=", "open", "(", "filename", ",", "'rb+'", ")", "try", ":", "# ...	35.852459	0.00089
def all(self): """ SQLA like 'all' method, will populate all rows and apply all filters and orders to it. """ items = list() if not self._filters_cmd: items = self.store.get(self.query_class) else: for item in self.store.get(self.qu...	[ "def", "all", "(", "self", ")", ":", "items", "=", "list", "(", ")", "if", "not", "self", ".", "_filters_cmd", ":", "items", "=", "self", ".", "store", ".", "get", "(", "self", ".", "query_class", ")", "else", ":", "for", "item", "in", "self", "....	37.826087	0.002242
def _preprocess_input(test, ref, mask=None): """Wrapper to the metric Parameters ---------- ref : np.ndarray the reference image test : np.ndarray the tested image mask : np.ndarray, optional the mask for the ROI Notes ----- Compute the metric only on magnet...	[ "def", "_preprocess_input", "(", "test", ",", "ref", ",", "mask", "=", "None", ")", ":", "test", "=", "np", ".", "abs", "(", "np", ".", "copy", "(", "test", ")", ")", ".", "astype", "(", "'float64'", ")", "ref", "=", "np", ".", "abs", "(", "np"...	22.628571	0.001211
async def stop(self, force: bool=False) -> None: '''Cancel the task if it hasn't yet started, or tell it to gracefully stop running if it has.''' Log.debug('stopping task %s', self.name) self.running = False if force: self.task.cancel()	[ "async", "def", "stop", "(", "self", ",", "force", ":", "bool", "=", "False", ")", "->", "None", ":", "Log", ".", "debug", "(", "'stopping task %s'", ",", "self", ".", "name", ")", "self", ".", "running", "=", "False", "if", "force", ":", "self", "...	31.333333	0.013793
def run_wait(name, location='\\'): r''' Run a scheduled task and return when the task finishes :param str name: The name of the task to run. :param str location: A string value representing the location of the task. Default is '\\' which is the root for the task scheduler (C:\Windows\S...	[ "def", "run_wait", "(", "name", ",", "location", "=", "'\\\\'", ")", ":", "# Check for existing folder", "if", "name", "not", "in", "list_tasks", "(", "location", ")", ":", "return", "'{0} not found in {1}'", ".", "format", "(", "name", ",", "location", ")", ...	27.272727	0.000644
def is_disabled(self, name): """Check if a given service name is disabled """ if self.services and name in self.services: return self.services[name]['config'] == 'disabled' return False	[ "def", "is_disabled", "(", "self", ",", "name", ")", ":", "if", "self", ".", "services", "and", "name", "in", "self", ".", "services", ":", "return", "self", ".", "services", "[", "name", "]", "[", "'config'", "]", "==", "'disabled'", "return", "False"...	43.4	0.00905
def prev_listing(self, limit=None): """GETs previous :class:`Listing` directed to by this :class:`Listing`. Returns :class:`Listing` object. :param limit: max number of entries to get """ if self.before: return self._reddit._limit_get(self._path, eparams={'before': ...	[ "def", "prev_listing", "(", "self", ",", "limit", "=", "None", ")", ":", "if", "self", ".", "before", ":", "return", "self", ".", "_reddit", ".", "_limit_get", "(", "self", ".", "_path", ",", "eparams", "=", "{", "'before'", ":", "self", ".", "before...	46.444444	0.011737
def patch_persistent_volume(self, name, body, **kwargs): # noqa: E501 """patch_persistent_volume # noqa: E501 partially update the specified PersistentVolume # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_...	[ "def", "patch_persistent_volume", "(", "self", ",", "name", ",", "body", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "se...	57.666667	0.001421
def create_track(self, href=None, media_url=None, label=None, audio_channel=None): """Add a new track to a bundle. Note that the total number of allowable tracks is limited. See the API documentation for details. 'href' the relative href to the tracks list. May not...	[ "def", "create_track", "(", "self", ",", "href", "=", "None", ",", "media_url", "=", "None", ",", "label", "=", "None", ",", "audio_channel", "=", "None", ")", ":", "# Argument error checking.", "assert", "href", "is", "not", "None", "assert", "media_url", ...	34.711111	0.001868
def _parse(self, str): """ Parses the text data from an XML element defined by tag. """ str = replace_entities(str) str = strip_tags(str) str = collapse_spaces(str) return str	[ "def", "_parse", "(", "self", ",", "str", ")", ":", "str", "=", "replace_entities", "(", "str", ")", "str", "=", "strip_tags", "(", "str", ")", "str", "=", "collapse_spaces", "(", "str", ")", "return", "str" ]	25.888889	0.016598
def _get(url, use_kerberos=None, debug=False): """Perform a GET query against the CIS """ from ligo.org import request # perform query try: response = request(url, debug=debug, use_kerberos=use_kerberos) except HTTPError: raise ValueError("Channel not found at URL %s " ...	[ "def", "_get", "(", "url", ",", "use_kerberos", "=", "None", ",", "debug", "=", "False", ")", ":", "from", "ligo", ".", "org", "import", "request", "# perform query", "try", ":", "response", "=", "request", "(", "url", ",", "debug", "=", "debug", ",", ...	33.375	0.001821
def single(window, config): """Single theme ===== Header ===== = items = ================== """ cordx = round(config.get('cordx', 0)) color = config.get('color', red) icon = config.get('icon', '=') align = config.get('align', 'left') term = window.term width = roun...	[ "def", "single", "(", "window", ",", "config", ")", ":", "cordx", "=", "round", "(", "config", ".", "get", "(", "'cordx'", ",", "0", ")", ")", "color", "=", "config", ".", "get", "(", "'color'", ",", "red", ")", "icon", "=", "config", ".", "get",...	30.047619	0.000767
def get_all_api_keys(self, kwargs): # noqa: E501 """Get all API keys # noqa: E501 An endpoint for retrieving API keys in an array, optionally filtered by the owner. Example usage:** `curl https://api.us-east-1.mbedcloud.com/v3/api-keys -H 'Authorization: Bearer API_KEY'` # noqa: E501 T...	[ "def", "get_all_api_keys", "(", "self", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", ":", "return", "self", ".", "get_all_api_keys_with_h...	55.576923	0.001361
def random_draw(self, size=None): """Draw random samples of the hyperparameters. Parameters ---------- size : None, int or array-like, optional The number/shape of samples to draw. If None, only one sample is returned. Default is None. """ ...	[ "def", "random_draw", "(", "self", ",", "size", "=", "None", ")", ":", "return", "scipy", ".", "asarray", "(", "[", "numpy", ".", "random", ".", "uniform", "(", "low", "=", "b", "[", "0", "]", ",", "high", "=", "b", "[", "1", "]", ",", "size", ...	40.9	0.009569
def add_single_feature_methods(cls): """Custom decorator intended for :class:`~vision.helpers.VisionHelpers`. This metaclass adds a `{feature}` method for every feature defined on the Feature enum. """ # Sanity check: This only makes sense if we are building the GAPIC # subclass and have enums ...	[ "def", "add_single_feature_methods", "(", "cls", ")", ":", "# Sanity check: This only makes sense if we are building the GAPIC", "# subclass and have enums already attached.", "if", "not", "hasattr", "(", "cls", ",", "\"enums\"", ")", ":", "return", "cls", "# Add each single-fe...	35.96875	0.000846
def target(self): """ Returns the label associated with each item in data. """ return [ os.path.basename(os.path.dirname(f)) for f in self.files ]	[ "def", "target", "(", "self", ")", ":", "return", "[", "os", ".", "path", ".", "basename", "(", "os", ".", "path", ".", "dirname", "(", "f", ")", ")", "for", "f", "in", "self", ".", "files", "]" ]	27.428571	0.010101
def write_configs(self): """Generate the configurations needed for pipes.""" utils.banner("Generating Configs") if not self.runway_dir: app_configs = configs.process_git_configs(git_short=self.git_short) else: app_configs = configs.process_runway_configs(runway_di...	[ "def", "write_configs", "(", "self", ")", ":", "utils", ".", "banner", "(", "\"Generating Configs\"", ")", "if", "not", "self", ".", "runway_dir", ":", "app_configs", "=", "configs", ".", "process_git_configs", "(", "git_short", "=", "self", ".", "git_short", ...	46.5	0.008439
def convert_to_oqhazardlib( self, tom, simple_mesh_spacing=1.0, complex_mesh_spacing=2.0, area_discretisation=10.0, use_defaults=False): """ Converts the source model to an iterator of sources of :class: openquake.hazardlib.source.base.BaseSeismicSource ...	[ "def", "convert_to_oqhazardlib", "(", "self", ",", "tom", ",", "simple_mesh_spacing", "=", "1.0", ",", "complex_mesh_spacing", "=", "2.0", ",", "area_discretisation", "=", "10.0", ",", "use_defaults", "=", "False", ")", ":", "oq_source_model", "=", "[", "]", "...	42.058824	0.001367
def set_args(args): """Set computed command arguments. Parameters ---------- args : `argparse.Namespace` Command arguments. base : `iterable` of `type` Generator mixins. Raises ------ ValueError If output file is stdout and progress bars are enabled. """ ...	[ "def", "set_args", "(", "args", ")", ":", "try", ":", "if", "args", ".", "output", "is", "sys", ".", "stdout", "and", "args", ".", "progress", ":", "raise", "ValueError", "(", "'args.output is stdout and args.progress'", ")", "except", "AttributeError", ":", ...	23.844444	0.000895
def get_host(self, retry_count=3): """ The function for retrieving host information for an IP address. Args: retry_count (:obj:`int`): The number of times to retry in case socket errors, timeouts, connection resets, etc. are encountered. Defaults to 3...	[ "def", "get_host", "(", "self", ",", "retry_count", "=", "3", ")", ":", "try", ":", "default_timeout_set", "=", "False", "if", "not", "socket", ".", "getdefaulttimeout", "(", ")", ":", "socket", ".", "setdefaulttimeout", "(", "self", ".", "timeout", ")", ...	30.672131	0.001554
async def post(self, path, data={}, send_raw=False, **params): '''sends post request Parameters ---------- path : str same as get_url query : kargs dict additional info to pass to get_url See Also -------- get_url : Returns ------- requests.models.Response ...	[ "async", "def", "post", "(", "self", ",", "path", ",", "data", "=", "{", "}", ",", "send_raw", "=", "False", ",", "", "", "params", ")", ":", "url", "=", "self", ".", "get_url", "(", "path", ",", "", "", "params", ")", "jstr", "=", "json", ...	24.702703	0.009474
def _is_download(ending): """Check if file ending is considered as download.""" list = [ 'PDF', 'DOC', 'TXT', 'PPT', 'XLSX', 'MP3', 'SVG', '7Z', 'HTML', 'TEX', 'MPP', '...	[ "def", "_is_download", "(", "ending", ")", ":", "list", "=", "[", "'PDF'", ",", "'DOC'", ",", "'TXT'", ",", "'PPT'", ",", "'XLSX'", ",", "'MP3'", ",", "'SVG'", ",", "'7Z'", ",", "'HTML'", ",", "'TEX'", ",", "'MPP'", ",", "'ODT'", ",", "'RAR'", ",",...	21.310345	0.001548
def visit_default(self, node): """check the node line number and check it if not yet done""" if not node.is_statement: return if not node.root().pure_python: return # XXX block visit of child nodes prev_sibl = node.previous_sibling() if prev_sibl is not N...	[ "def", "visit_default", "(", "self", ",", "node", ")", ":", "if", "not", "node", ".", "is_statement", ":", "return", "if", "not", "node", ".", "root", "(", ")", ".", "pure_python", ":", "return", "# XXX block visit of child nodes", "prev_sibl", "=", "node", ...	38.45	0.001268
def translate(self, hWndFrom = HWND_DESKTOP, hWndTo = HWND_DESKTOP): """ Translate coordinates from one window to another. @see: L{client_to_screen}, L{screen_to_client} @type hWndFrom: int or L{HWND} or L{system.Window} @param hWndFrom: Window handle to translate from. ...	[ "def", "translate", "(", "self", ",", "hWndFrom", "=", "HWND_DESKTOP", ",", "hWndTo", "=", "HWND_DESKTOP", ")", ":", "points", "=", "[", "(", "self", ".", "left", ",", "self", ".", "top", ")", ",", "(", "self", ".", "right", ",", "self", ".", "bott...	39.578947	0.01039
def to_dict_hook(obj): """Convert internal objects to a serializable representation. During serialization if the object has the hook method `to_dict` it will be automatically called and metadata for decoding will be added. This allows for the translation of objects trees of arbitrary depth. E.g.: ...	[ "def", "to_dict_hook", "(", "obj", ")", ":", "if", "hasattr", "(", "obj", ",", "'to_dict'", ")", ":", "result", "=", "obj", ".", "to_dict", "(", ")", "assert", "isinstance", "(", "result", ",", "dict", ")", ",", "'to_dict must return a dictionary'", "resul...	33.972973	0.000773
def _music_lib_search(self, search, start, max_items): """Perform a music library search and extract search numbers. You can get an overview of all the relevant search prefixes (like 'A:') and their meaning with the request: .. code :: response = device.contentDirectory.Brows...	[ "def", "_music_lib_search", "(", "self", ",", "search", ",", "start", ",", "max_items", ")", ":", "response", "=", "self", ".", "contentDirectory", ".", "Browse", "(", "[", "(", "'ObjectID'", ",", "search", ")", ",", "(", "'BrowseFlag'", ",", "'BrowseDirec...	35.536585	0.001336
async def call_command(bot: NoneBot, ctx: Context_T, name: Union[str, CommandName_T], *, current_arg: str = '', args: Optional[CommandArgs_T] = None, check_perm: bool = True, disable_interaction: bool = Fa...	[ "async", "def", "call_command", "(", "bot", ":", "NoneBot", ",", "ctx", ":", "Context_T", ",", "name", ":", "Union", "[", "str", ",", "CommandName_T", "]", ",", "*", ",", "current_arg", ":", "str", "=", "''", ",", "args", ":", "Optional", "[", "Comma...	43.848485	0.000676
def update_now_playing( self, artist, title, album=None, album_artist=None, duration=None, track_number=None, mbid=None, context=None, ): """ Used to notify Last.fm that a user has started listening to a track. Para...	[ "def", "update_now_playing", "(", "self", ",", "artist", ",", "title", ",", "album", "=", "None", ",", "album_artist", "=", "None", ",", "duration", "=", "None", ",", "track_number", "=", "None", ",", "mbid", "=", "None", ",", "context", "=", "None", "...	32.545455	0.002034
def handle_message(self, response, ignore_subscribe_messages=False): """ Parses a pub/sub message. If the channel or pattern was subscribed to with a message handler, the handler is invoked instead of a parsed message being returned. """ message_type = nativestr(response[...	[ "def", "handle_message", "(", "self", ",", "response", ",", "ignore_subscribe_messages", "=", "False", ")", ":", "message_type", "=", "nativestr", "(", "response", "[", "0", "]", ")", "if", "message_type", "==", "'pmessage'", ":", "message", "=", "{", "'type...	35.529412	0.001074
def decode_intervals(self, encoded, duration=None, multi=True, sparse=False, transition=None, p_state=None, p_init=None): '''Decode labeled intervals into (start, end, value) triples Parameters ---------- encoded : np.ndarray, shape=(n_frames, m) Fra...	[ "def", "decode_intervals", "(", "self", ",", "encoded", ",", "duration", "=", "None", ",", "multi", "=", "True", ",", "sparse", "=", "False", ",", "transition", "=", "None", ",", "p_state", "=", "None", ",", "p_init", "=", "None", ")", ":", "if", "np...	42.416667	0.0012
def init_package(path=None, name='manage'): """Initialize (import) the submodules, and recursively the subpackages, of a "manage" package at ``path``. ``path`` may be specified as either a system directory path or a list of these. If ``path`` is unspecified, it is inferred from the already-importe...	[ "def", "init_package", "(", "path", "=", "None", ",", "name", "=", "'manage'", ")", ":", "if", "path", "is", "None", ":", "manager", "=", "sys", ".", "modules", "[", "name", "]", "init_package", "(", "manager", ".", "__path__", ",", "name", ")", "ret...	30	0.001404
def to_volume(self): """Return a 3D volume of the data""" if hasattr(self.header.definitions, "Lattice"): X, Y, Z = self.header.definitions.Lattice else: raise ValueError("Unable to determine data size") volume = self.decoded_data.reshape(Z, Y, X) ...	[ "def", "to_volume", "(", "self", ")", ":", "if", "hasattr", "(", "self", ".", "header", ".", "definitions", ",", "\"Lattice\"", ")", ":", "X", ",", "Y", ",", "Z", "=", "self", ".", "header", ".", "definitions", ".", "Lattice", "else", ":", "raise", ...	36.222222	0.008982
def read_table(data, fields): """Read a table structure. These are used by Blizzard to collect pieces of data together. Each value is prefixed by two bytes, first denoting (doubled) index and the second denoting some sort of key -- so far it has always been '09'. The actual value follows as a Varia...	[ "def", "read_table", "(", "data", ",", "fields", ")", ":", "def", "read_field", "(", "field_name", ")", ":", "data", ".", "read", "(", "2", ")", "table", "[", "field_name", "]", "=", "vlq2int", "(", "data", ")", "/", "2", "# Discard unknown fields.", "...	38.8	0.001006
def get_cookies_from_cache(username): """ Returns a RequestsCookieJar containing the cached cookies for the given user. """ logging.debug('Trying to get cookies from the cache.') path = get_cookies_cache_path(username) cj = requests.cookies.RequestsCookieJar() try: cached_cj = ...	[ "def", "get_cookies_from_cache", "(", "username", ")", ":", "logging", ".", "debug", "(", "'Trying to get cookies from the cache.'", ")", "path", "=", "get_cookies_cache_path", "(", "username", ")", "cj", "=", "requests", ".", "cookies", ".", "RequestsCookieJar", "(...	29.1	0.001664
def process(self): """ populate the report from the xml :return: """ suites = None if isinstance(self.tree, ET.Element): root = self.tree else: root = self.tree.getroot() if root.tag == "testrun": root = root[0] ...	[ "def", "process", "(", "self", ")", ":", "suites", "=", "None", "if", "isinstance", "(", "self", ".", "tree", ",", "ET", ".", "Element", ")", ":", "root", "=", "self", ".", "tree", "else", ":", "root", "=", "self", ".", "tree", ".", "getroot", "(...	42.659341	0.001762
def message(msg, *args): '''Program message output.''' clear_progress() text = (msg % args) sys.stdout.write(text + '\n')	[ "def", "message", "(", "msg", ",", "*", "args", ")", ":", "clear_progress", "(", ")", "text", "=", "(", "msg", "%", "args", ")", "sys", ".", "stdout", ".", "write", "(", "text", "+", "'\\n'", ")" ]	25	0.03876
def scan_dir_for_template_files(search_dir): """ Return a map of "likely service/template name" to "template file". This includes all the template files in fixtures and in services. """ template_files = {} cf_dir = os.path.join(search_dir, 'cloudformation') for type in os.listdir(cf_dir): ...	[ "def", "scan_dir_for_template_files", "(", "search_dir", ")", ":", "template_files", "=", "{", "}", "cf_dir", "=", "os", ".", "path", ".", "join", "(", "search_dir", ",", "'cloudformation'", ")", "for", "type", "in", "os", ".", "listdir", "(", "cf_dir", ")...	41.846154	0.001799
def update_qsd(url, qsd=None, remove=None): """ Update or remove keys from a query string in a URL :param url: URL to update :param qsd: dict of keys to update, a None value leaves it unchanged :param remove: list of keys to remove, or "*" to remove all note: updated keys are nev...	[ "def", "update_qsd", "(", "url", ",", "qsd", "=", "None", ",", "remove", "=", "None", ")", ":", "qsd", "=", "qsd", "or", "{", "}", "remove", "=", "remove", "or", "[", "]", "# parse current query string", "parsed", "=", "urlparse", "(", "url", ")", "c...	29.875	0.001013
def reset_option(self, key, subkey): """Resets a single option to the default values. :param str key: First identifier of the option. :param str subkey: Second identifier of the option. :raise: :NotRegisteredError: If ``key`` or ``subkey`` do not define any ...	[ "def", "reset_option", "(", "self", ",", "key", ",", "subkey", ")", ":", "if", "not", "self", ".", "open", ":", "return", "key", ",", "subkey", "=", "_lower_keys", "(", "key", ",", "subkey", ")", "_entry_must_exist", "(", "self", ".", "gc", ",", "key...	35.5	0.002286
def get_string_from_data(self, offset, data): """Get an ASCII string from within the data.""" # OC Patch b = None try: b = data[offset] except IndexError: return '' s = '' while ord(b): s += b ...	[ "def", "get_string_from_data", "(", "self", ",", "offset", ",", "data", ")", ":", "# OC Patch", "b", "=", "None", "try", ":", "b", "=", "data", "[", "offset", "]", "except", "IndexError", ":", "return", "''", "s", "=", "''", "while", "ord", "(", "b",...	21.142857	0.012931
def simple_nearest_indices(xs,res): ''' Simple nearest interpolator that interpolates based on the minima and maxima of points based on the passed resolution in res. Parameters: ----------- xs -- A collection of `ndim` arrays of points. res -- List of resolutions. ''' maxs = [...	[ "def", "simple_nearest_indices", "(", "xs", ",", "res", ")", ":", "maxs", "=", "[", "max", "(", "a", ")", "for", "a", "in", "xs", "]", "mins", "=", "[", "min", "(", "a", ")", "for", "a", "in", "xs", "]", "XS", "=", "[", "np", ".", "linspace",...	29.210526	0.020942
def stuff(packet): """ Add byte stuffing to TSIP packet. :param packet: TSIP packet with byte stuffing. The packet must already have been stripped or `ValueError` will be raised. :type packet: Binary string. :return: Packet with byte stuffing. """ if is_framed(packet): rais...	[ "def", "stuff", "(", "packet", ")", ":", "if", "is_framed", "(", "packet", ")", ":", "raise", "ValueError", "(", "'packet contains leading DLE and trailing DLE/ETX'", ")", "else", ":", "return", "packet", ".", "replace", "(", "CHR_DLE", ",", "CHR_DLE", "+", "C...	31.357143	0.002212
def help(self, event, command_name=None): """ Shows the help message for the bot. Takes an optional command name which when given, will show help for that command. """ if command_name is None: return ("Type !commands for a list of all commands. Type " ...	[ "def", "help", "(", "self", ",", "event", ",", "command_name", "=", "None", ")", ":", "if", "command_name", "is", "None", ":", "return", "(", "\"Type !commands for a list of all commands. Type \"", "\"!help [command] to see help for a specific command.\"", ")", "try", "...	42.571429	0.002188
def to_text(obj, encoding='utf-8', errors=None, nonstring='simplerepr'): """Make sure that a string is a text string :arg obj: An object to make sure is a text string. In most cases this will be either a text string or a byte string. However, with ``nonstring='simplerepr'``, this can be used ...	[ "def", "to_text", "(", "obj", ",", "encoding", "=", "'utf-8'", ",", "errors", "=", "None", ",", "nonstring", "=", "'simplerepr'", ")", ":", "if", "isinstance", "(", "obj", ",", "text_type", ")", ":", "return", "obj", "if", "errors", "in", "_COMPOSED_ERRO...	44.494382	0.001235
def related_obj_to_dict(obj, **kwargs): """ Covert a known related object to a dictionary. """ # Explicitly discard formatter kwarg, should not be cascaded down. kwargs.pop('formatter', None) # If True, remove fields that start with an underscore (e.g. _secret) suppress_private_attr = kwargs.get("...	[ "def", "related_obj_to_dict", "(", "obj", ",", "", "", "kwargs", ")", ":", "# Explicitly discard formatter kwarg, should not be cascaded down.", "kwargs", ".", "pop", "(", "'formatter'", ",", "None", ")", "# If True, remove fields that start with an underscore (e.g. _secret)"...	33.444444	0.000646
def get_all_users(path_prefix='/', region=None, key=None, keyid=None, profile=None): ''' Get and return all IAM user details, starting at the optional path. .. versionadded:: 2016.3.0 CLI Example: salt-call boto_iam.get_all_users ''' conn = _get_conn(region=region, ke...	[ "def", "get_all_users", "(", "path_prefix", "=", "'/'", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "conn", "=", "_get_conn", "(", "region", "=", "region", ",", "key", "=", ...	33.846154	0.00221
def Search(self,key): """Search group list by providing partial name, ID, description or other key. >>> clc.v2.Datacenter().Groups().Search("Default Group") [<clc.APIv2.group.Group object at 0x1065b0f50>, <clc.APIv2.group.Group object at 0x1065b0d10>] """ results = [] for group in self.groups: if grou...	[ "def", "Search", "(", "self", ",", "key", ")", ":", "results", "=", "[", "]", "for", "group", "in", "self", ".", "groups", ":", "if", "group", ".", "id", ".", "lower", "(", ")", ".", "find", "(", "key", ".", "lower", "(", ")", ")", "!=", "-",...	36.133333	0.032374
def values(self, limit=None, page=None): """ convenience method to get just the values from the query (same as get().values()) if you want to get all values, you can use: self.all().values() """ return self.get(limit=limit, page=page).values()	[ "def", "values", "(", "self", ",", "limit", "=", "None", ",", "page", "=", "None", ")", ":", "return", "self", ".", "get", "(", "limit", "=", "limit", ",", "page", "=", "page", ")", ".", "values", "(", ")" ]	39.714286	0.010563
def decrypt_verify(encrypted, session_keys=None): """Decrypts the given ciphertext string and returns both the signatures (if any) and the plaintext. :param bytes encrypted: the mail to decrypt :param list[str] session_keys: a list OpenPGP session keys :returns: the signatures and decrypted plainte...	[ "def", "decrypt_verify", "(", "encrypted", ",", "session_keys", "=", "None", ")", ":", "if", "session_keys", "is", "not", "None", ":", "try", ":", "return", "_decrypt_verify_session_keys", "(", "encrypted", ",", "session_keys", ")", "except", "GPGProblem", ":", ...	37.666667	0.001439
def _parse(string): """ Parses given XML document content. Returns the resulting root XML element node or None if the given XML content is empty. @param string: XML document content to parse. @type string: I{bytes} @return: Resulting root XML element node or None. @rtype: L{Element}\|I{...	[ "def", "_parse", "(", "string", ")", ":", "if", "string", ":", "return", "suds", ".", "sax", ".", "parser", ".", "Parser", "(", ")", ".", "parse", "(", "string", "=", "string", ")" ]	26.4	0.002439
def request_openbus(self, service, endpoint, **kwargs): """Make a request to the given endpoint of the ``openbus`` server. This returns the plain JSON (dict) response which can then be parsed using one of the implemented types. Args: service (str): Service to fetch ('bus' o...	[ "def", "request_openbus", "(", "self", ",", "service", ",", "endpoint", ",", "", "", "kwargs", ")", ":", "if", "service", "==", "'bus'", ":", "endpoints", "=", "ENDPOINTS_BUS", "elif", "service", "==", "'geo'", ":", "endpoints", "=", "ENDPOINTS_GEO", "el...	32.289474	0.001582
def mult_inv(a, b): """ Calculate the multiplicative inverse a**-1 % b. This function works for n >= 5 where n is prime. """ # in addition to the normal setup, we also remember b last_b, x, last_x, y, last_y = b, 0, 1, 1, 0 while b != 0: q = a // b a, b = b, a % b x,...	[ "def", "mult_inv", "(", "a", ",", "b", ")", ":", "# in addition to the normal setup, we also remember b", "last_b", ",", "x", ",", "last_x", ",", "y", ",", "last_y", "=", "b", ",", "0", ",", "1", ",", "1", ",", "0", "while", "b", "!=", "0", ":", "q",...	27.941176	0.002037
def qteBindKeyApplet(self, keysequence, macroName: str, appletObj: QtmacsApplet): """ Bind ``macroName`` to all widgets in ``appletObj``. This method does not affect the key bindings of other applets, or other instances of the same applet. The ``keysequ...	[ "def", "qteBindKeyApplet", "(", "self", ",", "keysequence", ",", "macroName", ":", "str", ",", "appletObj", ":", "QtmacsApplet", ")", ":", "# Convert the key sequence into a QtmacsKeysequence object, or", "# raise a QtmacsKeysequenceError if the conversion is", "# impossible.", ...	38.803571	0.001346
def write_feed_dangerously( feed: Feed, outpath: str, nodes: Optional[Collection[str]] = None ) -> str: """Naively write a feed to a zipfile This function provides no sanity checks. Use it at your own risk. """ nodes = DEFAULT_NODES if nodes is None else nodes try: tmpdir = tempfile...	[ "def", "write_feed_dangerously", "(", "feed", ":", "Feed", ",", "outpath", ":", "str", ",", "nodes", ":", "Optional", "[", "Collection", "[", "str", "]", "]", "=", "None", ")", "->", "str", ":", "nodes", "=", "DEFAULT_NODES", "if", "nodes", "is", "None...	26.21875	0.001149
def spf_rec(rdata): ''' Validate and parse DNS record data for SPF record(s) :param rdata: DNS record data :return: dict w/fields ''' spf_fields = rdata.split(' ') if not spf_fields.pop(0).startswith('v=spf'): raise ValueError('Not an SPF record') res = OrderedDict() mods = ...	[ "def", "spf_rec", "(", "rdata", ")", ":", "spf_fields", "=", "rdata", ".", "split", "(", "' '", ")", "if", "not", "spf_fields", ".", "pop", "(", "0", ")", ".", "startswith", "(", "'v=spf'", ")", ":", "raise", "ValueError", "(", "'Not an SPF record'", "...	29.113208	0.000627
def autoencoder_discrete_pong(): """Discrete autoencoder model for compressing pong frames.""" hparams = autoencoder_ordered_discrete() hparams.num_hidden_layers = 3 hparams.bottleneck_bits = 24 hparams.batch_size = 2 hparams.gan_loss_factor = 0.01 hparams.bottleneck_l2_factor = 0.001 hparams.add_hparam...	[ "def", "autoencoder_discrete_pong", "(", ")", ":", "hparams", "=", "autoencoder_ordered_discrete", "(", ")", "hparams", ".", "num_hidden_layers", "=", "3", "hparams", ".", "bottleneck_bits", "=", "24", "hparams", ".", "batch_size", "=", "2", "hparams", ".", "gan...	36.4	0.02681
def get(self, sid): """ Constructs a ModelBuildContext :param sid: The unique string that identifies the resource :returns: twilio.rest.autopilot.v1.assistant.model_build.ModelBuildContext :rtype: twilio.rest.autopilot.v1.assistant.model_build.ModelBuildContext """ ...	[ "def", "get", "(", "self", ",", "sid", ")", ":", "return", "ModelBuildContext", "(", "self", ".", "_version", ",", "assistant_sid", "=", "self", ".", "_solution", "[", "'assistant_sid'", "]", ",", "sid", "=", "sid", ",", ")" ]	41.2	0.011876
def parse_args(): """ Parse commandline arguments. """ def exclusive_group(group, name, default, help): destname = name.replace('-', '_') subgroup = group.add_mutually_exclusive_group(required=False) subgroup.add_argument(f'--{name}', dest=f'{destname}', ...	[ "def", "parse_args", "(", ")", ":", "def", "exclusive_group", "(", "group", ",", "name", ",", "default", ",", "help", ")", ":", "destname", "=", "name", ".", "replace", "(", "'-'", ",", "'_'", ")", "subgroup", "=", "group", ".", "add_mutually_exclusive_g...	53.114286	0.000088
def getrange(self): """Retrieve the dataset min and max values. Args:: no argument Returns:: (min, max) tuple (attribute 'valid_range') Note that those are the values as stored by the 'setrange' method. 'getrange' does NOT compute the min ...	[ "def", "getrange", "(", "self", ")", ":", "# Obtain SDS data type.", "try", ":", "sds_name", ",", "rank", ",", "dim_sizes", ",", "data_type", ",", "n_attrs", "=", "self", ".", "info", "(", ")", "except", "HDF4Error", ":", "raise", "HDF4Error", "(", "'getra...	31.686747	0.001844
def proc_val(key, val): """ Static helper method to convert Feff parameters to proper types, e.g. integers, floats, lists, etc. Args: key: Feff parameter key val: Actual value of Feff parameter. """ list_type_keys = list(VALID_FEFF_TAGS) ...	[ "def", "proc_val", "(", "key", ",", "val", ")", ":", "list_type_keys", "=", "list", "(", "VALID_FEFF_TAGS", ")", "del", "list_type_keys", "[", "list_type_keys", ".", "index", "(", "\"ELNES\"", ")", "]", "del", "list_type_keys", "[", "list_type_keys", ".", "i...	32.654545	0.001081
def sort(self, key=None, reverse=False): """ Sort a structure in place. The parameters have the same meaning as in list.sort. By default, sites are sorted by the electronegativity of the species. The difference between this method and get_sorted_structure (which also works in ISt...	[ "def", "sort", "(", "self", ",", "key", "=", "None", ",", "reverse", "=", "False", ")", ":", "self", ".", "_sites", ".", "sort", "(", "key", "=", "key", ",", "reverse", "=", "reverse", ")" ]	50.117647	0.002304
def change_ref(self, gm=None, r0=None, lmax=None): """ Return a new SHGravCoeffs class instance with a different reference gm or r0. Usage ----- clm = x.change_ref([gm, r0, lmax]) Returns ------- clm : SHGravCoeffs class instance. Parame...	[ "def", "change_ref", "(", "self", ",", "gm", "=", "None", ",", "r0", "=", "None", ",", "lmax", "=", "None", ")", ":", "if", "lmax", "is", "None", ":", "lmax", "=", "self", ".", "lmax", "clm", "=", "self", ".", "pad", "(", "lmax", ")", "if", "...	33.38	0.001746
def retry_until_not_none_or_limit_reached(method, limit, sleep_s=1, catch_exceptions=()): """Executes a method until the retry limit is hit or not None is returned.""" return retry_until_valid_or_limit_reached( method, limit, lambda x: x is not None, sleep_s, catch_ex...	[ "def", "retry_until_not_none_or_limit_reached", "(", "method", ",", "limit", ",", "sleep_s", "=", "1", ",", "catch_exceptions", "=", "(", ")", ")", ":", "return", "retry_until_valid_or_limit_reached", "(", "method", ",", "limit", ",", "lambda", "x", ":", "x", ...	65	0.009119
def dist_mlipns(src, tar, threshold=0.25, max_mismatches=2): """Return the MLIPNS distance between two strings. This is a wrapper for :py:meth:`MLIPNS.dist`. Parameters ---------- src : str Source string for comparison tar : str Target string for comparison threshold : floa...	[ "def", "dist_mlipns", "(", "src", ",", "tar", ",", "threshold", "=", "0.25", ",", "max_mismatches", "=", "2", ")", ":", "return", "MLIPNS", "(", ")", ".", "dist", "(", "src", ",", "tar", ",", "threshold", ",", "max_mismatches", ")" ]	25.75	0.00104
def paramsarray(self): """All free model parameters as 1-dimensional `numpy.ndarray`. You are allowed to update model parameters by direct assignment of this property.""" # Return copy of `_paramsarray` because setter checks if changed if self._paramsarray is not None: ...	[ "def", "paramsarray", "(", "self", ")", ":", "# Return copy of `_paramsarray` because setter checks if changed", "if", "self", ".", "_paramsarray", "is", "not", "None", ":", "return", "self", ".", "_paramsarray", ".", "copy", "(", ")", "nparams", "=", "len", "(", ...	47.333333	0.002301
def compute_exported_specifications(svc_ref): # type: (pelix.framework.ServiceReference) -> List[str] """ Computes the list of specifications exported by the given service :param svc_ref: A ServiceReference :return: The list of exported specifications (or an empty list) """ if svc_ref.get_p...	[ "def", "compute_exported_specifications", "(", "svc_ref", ")", ":", "# type: (pelix.framework.ServiceReference) -> List[str]", "if", "svc_ref", ".", "get_property", "(", "pelix", ".", "remote", ".", "PROP_EXPORT_NONE", ")", ":", "# The export of this service is explicitly forbi...	36.886364	0.0012
def get_books_by_comment(self, comment_id): """Gets the list of ``Book`` objects mapped to a ``Comment``. arg: comment_id (osid.id.Id): ``Id`` of a ``Comment`` return: (osid.commenting.BookList) - list of books raise: NotFound - ``comment_id`` is not found raise: NullArgume...	[ "def", "get_books_by_comment", "(", "self", ",", "comment_id", ")", ":", "# Implemented from template for", "# osid.resource.ResourceBinSession.get_bins_by_resource", "mgr", "=", "self", ".", "_get_provider_manager", "(", "'COMMENTING'", ",", "local", "=", "True", ")", "l...	48.777778	0.002235
def keyEvent(self, key, down=1): """For most ordinary keys, the "keysym" is the same as the corresponding ASCII value. Other common keys are shown in the KEY_ constants.""" self.transport.write(pack("!BBxxI", 4, down, key))	[ "def", "keyEvent", "(", "self", ",", "key", ",", "down", "=", "1", ")", ":", "self", ".", "transport", ".", "write", "(", "pack", "(", "\"!BBxxI\"", ",", "4", ",", "down", ",", "key", ")", ")" ]	61	0.012146
def memory_usage(method): """Log memory usage before and after a method.""" def wrapper(args, kwargs): logging.info('Memory before method %s is %s.', method.__name__, runtime.memory_usage().current()) result = method(args, **kwargs) logging.info('Memory after method %s is %s', ...	[ "def", "memory_usage", "(", "method", ")", ":", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "logging", ".", "info", "(", "'Memory before method %s is %s.'", ",", "method", ".", "__name__", ",", "runtime", ".", "memory_usage", "("...	40.8	0.009592
def main(): """Main function""" # Configure the logger log = logging.getLogger('SIP.EC.PCI.DB') handler = logging.StreamHandler() handler.setFormatter(logging.Formatter( '%(name)-20s \| %(filename)-15s \| %(levelname)-5s \| %(message)s')) log.addHandler(handler) log.setLevel(os.getenv('...	[ "def", "main", "(", ")", ":", "# Configure the logger", "log", "=", "logging", ".", "getLogger", "(", "'SIP.EC.PCI.DB'", ")", "handler", "=", "logging", ".", "StreamHandler", "(", ")", "handler", ".", "setFormatter", "(", "logging", ".", "Formatter", "(", "'...	38.538462	0.001949
def tropocollagen( cls, aa=28, major_radius=5.0, major_pitch=85.0, auto_build=True): """Creates a model of a collagen triple helix. Parameters ---------- aa : int, optional Number of amino acids per minor helix. major_radius : float, optional ...	[ "def", "tropocollagen", "(", "cls", ",", "aa", "=", "28", ",", "major_radius", "=", "5.0", ",", "major_pitch", "=", "85.0", ",", "auto_build", "=", "True", ")", ":", "instance", "=", "cls", ".", "from_parameters", "(", "n", "=", "3", ",", "aa", "=", ...	40.961538	0.001835
def SayString(self, text, delay=0): """Enter some text. :param text: the text you want to enter. """ self._delay(delay) cmd = Command("SayString", 'SayString "%s"' % text) self.add(cmd)	[ "def", "SayString", "(", "self", ",", "text", ",", "delay", "=", "0", ")", ":", "self", ".", "_delay", "(", "delay", ")", "cmd", "=", "Command", "(", "\"SayString\"", ",", "'SayString \"%s\"'", "%", "text", ")", "self", ".", "add", "(", "cmd", ")" ]	29.375	0.012397

def _make_tarfile(self, output_filename, source_dir): """Create .tar.gz file """ with tarfile.open(output_filename, "w:gz") as tar: tar.add(source_dir, arcname=os.path.basename(source_dir))

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def get_evernote_client(self, token=None): """ get the token from evernote """ if token: return EvernoteClient(token=token, sandbox=self.sandbox) else: return EvernoteClient(consumer_key=self.consumer_key, consumer_secret=self.consumer_secret, ...

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def loadMoreItems(self, excludeRead=False, continuation=None, loadLimit=20, since=None, until=None): """ Load more items using the continuation parameters of previously loaded items. """ self.lastLoadOk = False self.lastLoadLength = 0 if not continuation and not self....

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def validate(self, url): ''' takes in a Github repository for validation of preview and runtime (and possibly tests passing? ''' # Preview must provide the live URL of the repository if not url.startswith('http') or not 'github' in url: bot.error('Test of previe...

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def clear_cache(cls): """Call this before closing tk root""" #Prevent tkinter errors on python 2 ?? for key in cls._cached: cls._cached[key] = None cls._cached = {}

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def _sampleRange(rng, start, end, step, k): """ Equivalent to: random.sample(xrange(start, end, step), k) except it uses our random number generator. This wouldn't need to create the arange if it were implemented in C. """ array = numpy.empty(k, dtype="uint32") rng.sample(numpy.arange(start, end, ste...

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def read_voltages(self, voltage_file): """import voltages from a volt.dat file Parameters ---------- voltage_file : string Path to volt.dat file """ measurements_raw = np.loadtxt( voltage_file, skiprows=1, ) measuremen...

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def compute_K_analytical(dataframe, spacing): """Given an electrode spacing, compute geometrical factors using the equation for the homogeneous half-space (Neumann-equation) If a dataframe is given, use the column (a, b, m, n). Otherwise, expect an Nx4 arrray. Parameters ---------- datafra...

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def get_info(self): 'Retrieve the data from CrossRef.' escaped_doi = urllib2.quote(self.doi, '') html = get_resource("www.crossref.org", '/guestquery?queryType=doi&restype=unixref&doi=%s&doi_search=Search' % escaped_doi) xml_matches = [] for m in re.finditer('(<doi_records>.*?</...

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def frobenius_norm(self): """ Frobenius norm (||data - USV||) for a data matrix and a low rank approximation given by SVH using rank k for U and V Returns: frobenius norm: F = ||data - USV|| """ if scipy.sparse.issparse(self.data): err = self....

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def cron(self, pattern, name, *args, **kwargs): """ A function to setup a RQ job as a cronjob:: @rq.job('low', timeout=60) def add(x, y): return x + y add.cron('* * * * *', 'add-some-numbers', 1, 2, timeout=10) :param \\*args: The positional...

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def groups_for_perm( cls, instance, perm_name, group_ids=None, limit_group_permissions=False, db_session=None, ): """ return PermissionTuples for groups that have given permission for the resource, perm_name is __any_permission__ then u...

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def fit(self, data, method='kmeans', **kwargs): """ fit classifiers from large dataset. Parameters ---------- data : dict A dict of data for clustering. Must contain items with the same name as analytes used for clustering. method : st...

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def _align_intervals(int_hier, lab_hier, t_min=0.0, t_max=None): '''Align a hierarchical annotation to span a fixed start and end time. Parameters ---------- int_hier : list of list of intervals lab_hier : list of list of str Hierarchical segment annotations, encoded as a list of li...

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def magphase_function(f='1.0/(1+1j*x)', xmin=-1, xmax=1, steps=200, p='x', g=None, erange=False, **kwargs): """ Plots function(s) magnitude and phase over the specified range. Parameters ---------- f='1.0/(1+1j*x)' Complex-valued function or list of functions to plot. ...

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def run_with_retcodes(argv): """ Run luigi with command line parsing, but raise ``SystemExit`` with the configured exit code. Note: Usually you use the luigi binary directly and don't call this function yourself. :param argv: Should (conceptually) be ``sys.argv[1:]`` """ logger = logging.getLo...

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def add_section(self, section, friendly_name = None): """Adds a section and optionally gives it a friendly name..""" if not isinstance(section, BASESTRING): # Make sure the user isn't expecting to use something stupid as a key. raise ValueError(section) # See if we've got this section already: if sectio...

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def _parse_response_for_dict(response): ''' Extracts name-values from response header. Filter out the standard http headers.''' if response is None: return None http_headers = ['server', 'date', 'location', 'host', 'via', 'proxy-connection', 'connection'] return_dict = _...

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def insert_bool(param, command_args): ''' :param param: :param command_args: :return: ''' index = 0 found = False for lelem in command_args: if lelem == '--' and not found: break if lelem == param: found = True break index = index + 1 if found: command_args.insert(in...

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def send_acks(self, message): """ send acks to the service :param message: EventHub_pb2.Message :return: None """ if isinstance(message, EventHub_pb2.Message): ack = EventHub_pb2.Ack(partition=message.partition, offset=message.offset) self.grpc_man...

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def __normalize_list(self, msg): """Split message to list by commas and trim whitespace.""" if isinstance(msg, list): msg = "".join(msg) return list(map(lambda x: x.strip(), msg.split(",")))

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def list_joined_topics(self, start=0): """ 已加入的所有小组的话题列表 :param start: 翻页 :return: 带下一页的列表 """ xml = self.api.xml(API_GROUP_HOME, params={'start': start}) return build_list_result(self._parse_topic_table(xml, 'title,comment,created,group'), xml)

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def path_from_keywords(keywords,into='path'): ''' turns keyword pairs into path or filename if `into=='path'`, then keywords are separted by underscores, else keywords are used to create a directory hierarchy ''' subdirs = [] def prepare_string(s): s = str(s) s = re.sub('[]...

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def adjust_whitespace(text): """remove the left-whitespace margin of a block of Python code.""" state = [False, False] (backslashed, triplequoted) = (0, 1) def in_multi_line(line): start_state = (state[backslashed] or state[triplequoted]) if re.search(r"\\$", line): state[...

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def _authenticate_ssh(org): """Try authenticating via ssh, if succesful yields a User, otherwise raises Error.""" # Try to get username from git config username = os.environ.get(f"{org.upper()}_USERNAME") # Require ssh-agent child = pexpect.spawn("ssh -T git@github.com", encoding="utf8") # GitHu...

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def print_traceback(self): """ Print the traceback of the exception wrapped by the AbbreviatedException. """ traceback.print_exception(self.etype, self.value, self.traceback)

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def rebuildGrid( self ): """ Rebuilds the ruler data. """ vruler = self.verticalRuler() hruler = self.horizontalRuler() rect = self._buildData['grid_rect'] # process the vertical ruler h_lines = [] h_alt = [...

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def plot_gain_offsets(dio_cross,dio_chan_per_coarse=8,feedtype='l',ax1=None,ax2=None,legend=True,**kwargs): ''' Plots the calculated gain offsets of each coarse channel along with the time averaged power spectra of the X and Y feeds ''' #Get ON-OFF ND spectra Idiff,Qdiff,Udiff,Vdiff,freqs = get_...

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def save(self, filename=None, deleteid3=False): """Save metadata blocks to a file. If no filename is given, the one most recently loaded is used. """ if filename is None: filename = self.filename f = open(filename, 'rb+') try: # Ensure we've got...

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def all(self): """ SQLA like 'all' method, will populate all rows and apply all filters and orders to it. """ items = list() if not self._filters_cmd: items = self.store.get(self.query_class) else: for item in self.store.get(self.qu...

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def _preprocess_input(test, ref, mask=None): """Wrapper to the metric Parameters ---------- ref : np.ndarray the reference image test : np.ndarray the tested image mask : np.ndarray, optional the mask for the ROI Notes ----- Compute the metric only on magnet...

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async def stop(self, force: bool=False) -> None: '''Cancel the task if it hasn't yet started, or tell it to gracefully stop running if it has.''' Log.debug('stopping task %s', self.name) self.running = False if force: self.task.cancel()

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def run_wait(name, location='\\'): r''' Run a scheduled task and return when the task finishes :param str name: The name of the task to run. :param str location: A string value representing the location of the task. Default is '\\' which is the root for the task scheduler (C:\Windows\S...

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def is_disabled(self, name): """Check if a given service name is disabled """ if self.services and name in self.services: return self.services[name]['config'] == 'disabled' return False

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def prev_listing(self, limit=None): """GETs previous :class:`Listing` directed to by this :class:`Listing`. Returns :class:`Listing` object. :param limit: max number of entries to get """ if self.before: return self._reddit._limit_get(self._path, eparams={'before': ...

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def patch_persistent_volume(self, name, body, **kwargs): # noqa: E501 """patch_persistent_volume # noqa: E501 partially update the specified PersistentVolume # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_...

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def create_track(self, href=None, media_url=None, label=None, audio_channel=None): """Add a new track to a bundle. Note that the total number of allowable tracks is limited. See the API documentation for details. 'href' the relative href to the tracks list. May not...

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def _parse(self, str): """ Parses the text data from an XML element defined by tag. """ str = replace_entities(str) str = strip_tags(str) str = collapse_spaces(str) return str

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def _get(url, use_kerberos=None, debug=False): """Perform a GET query against the CIS """ from ligo.org import request # perform query try: response = request(url, debug=debug, use_kerberos=use_kerberos) except HTTPError: raise ValueError("Channel not found at URL %s " ...

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def single(window, config): """Single theme ===== Header ===== = items = ================== """ cordx = round(config.get('cordx', 0)) color = config.get('color', red) icon = config.get('icon', '=') align = config.get('align', 'left') term = window.term width = roun...

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def get_all_api_keys(self, **kwargs): # noqa: E501 """Get all API keys # noqa: E501 An endpoint for retrieving API keys in an array, optionally filtered by the owner. **Example usage:** `curl https://api.us-east-1.mbedcloud.com/v3/api-keys -H 'Authorization: Bearer API_KEY'` # noqa: E501 T...

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def random_draw(self, size=None): """Draw random samples of the hyperparameters. Parameters ---------- size : None, int or array-like, optional The number/shape of samples to draw. If None, only one sample is returned. Default is None. """ ...

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def add_single_feature_methods(cls): """Custom decorator intended for :class:`~vision.helpers.VisionHelpers`. This metaclass adds a `{feature}` method for every feature defined on the Feature enum. """ # Sanity check: This only makes sense if we are building the GAPIC # subclass and have enums ...

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def target(self): """ Returns the label associated with each item in data. """ return [ os.path.basename(os.path.dirname(f)) for f in self.files ]

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def write_configs(self): """Generate the configurations needed for pipes.""" utils.banner("Generating Configs") if not self.runway_dir: app_configs = configs.process_git_configs(git_short=self.git_short) else: app_configs = configs.process_runway_configs(runway_di...

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def convert_to_oqhazardlib( self, tom, simple_mesh_spacing=1.0, complex_mesh_spacing=2.0, area_discretisation=10.0, use_defaults=False): """ Converts the source model to an iterator of sources of :class: openquake.hazardlib.source.base.BaseSeismicSource ...

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def set_args(args): """Set computed command arguments. Parameters ---------- args : `argparse.Namespace` Command arguments. base : `iterable` of `type` Generator mixins. Raises ------ ValueError If output file is stdout and progress bars are enabled. """ ...

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def get_host(self, retry_count=3): """ The function for retrieving host information for an IP address. Args: retry_count (:obj:`int`): The number of times to retry in case socket errors, timeouts, connection resets, etc. are encountered. Defaults to 3...

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async def post(self, path, data={}, send_raw=False, **params): '''sends post request Parameters ---------- path : str same as get_url query : kargs dict additional info to pass to get_url See Also -------- get_url : Returns ------- requests.models.Response ...

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def _is_download(ending): """Check if file ending is considered as download.""" list = [ 'PDF', 'DOC', 'TXT', 'PPT', 'XLSX', 'MP3', 'SVG', '7Z', 'HTML', 'TEX', 'MPP', '...

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def visit_default(self, node): """check the node line number and check it if not yet done""" if not node.is_statement: return if not node.root().pure_python: return # XXX block visit of child nodes prev_sibl = node.previous_sibling() if prev_sibl is not N...

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def translate(self, hWndFrom = HWND_DESKTOP, hWndTo = HWND_DESKTOP): """ Translate coordinates from one window to another. @see: L{client_to_screen}, L{screen_to_client} @type hWndFrom: int or L{HWND} or L{system.Window} @param hWndFrom: Window handle to translate from. ...

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def to_dict_hook(obj): """Convert internal objects to a serializable representation. During serialization if the object has the hook method `to_dict` it will be automatically called and metadata for decoding will be added. This allows for the translation of objects trees of arbitrary depth. E.g.: ...

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def _music_lib_search(self, search, start, max_items): """Perform a music library search and extract search numbers. You can get an overview of all the relevant search prefixes (like 'A:') and their meaning with the request: .. code :: response = device.contentDirectory.Brows...

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async def call_command(bot: NoneBot, ctx: Context_T, name: Union[str, CommandName_T], *, current_arg: str = '', args: Optional[CommandArgs_T] = None, check_perm: bool = True, disable_interaction: bool = Fa...

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def update_now_playing( self, artist, title, album=None, album_artist=None, duration=None, track_number=None, mbid=None, context=None, ): """ Used to notify Last.fm that a user has started listening to a track. Para...

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def handle_message(self, response, ignore_subscribe_messages=False): """ Parses a pub/sub message. If the channel or pattern was subscribed to with a message handler, the handler is invoked instead of a parsed message being returned. """ message_type = nativestr(response[...

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def decode_intervals(self, encoded, duration=None, multi=True, sparse=False, transition=None, p_state=None, p_init=None): '''Decode labeled intervals into (start, end, value) triples Parameters ---------- encoded : np.ndarray, shape=(n_frames, m) Fra...

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def init_package(path=None, name='manage'): """Initialize (import) the submodules, and recursively the subpackages, of a "manage" package at ``path``. ``path`` may be specified as either a system directory path or a list of these. If ``path`` is unspecified, it is inferred from the already-importe...

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def to_volume(self): """Return a 3D volume of the data""" if hasattr(self.header.definitions, "Lattice"): X, Y, Z = self.header.definitions.Lattice else: raise ValueError("Unable to determine data size") volume = self.decoded_data.reshape(Z, Y, X) ...

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def read_table(data, fields): """Read a table structure. These are used by Blizzard to collect pieces of data together. Each value is prefixed by two bytes, first denoting (doubled) index and the second denoting some sort of key -- so far it has always been '09'. The actual value follows as a Varia...

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def get_cookies_from_cache(username): """ Returns a RequestsCookieJar containing the cached cookies for the given user. """ logging.debug('Trying to get cookies from the cache.') path = get_cookies_cache_path(username) cj = requests.cookies.RequestsCookieJar() try: cached_cj = ...

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def process(self): """ populate the report from the xml :return: """ suites = None if isinstance(self.tree, ET.Element): root = self.tree else: root = self.tree.getroot() if root.tag == "testrun": root = root[0] ...

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def message(msg, *args): '''Program message output.''' clear_progress() text = (msg % args) sys.stdout.write(text + '\n')

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def scan_dir_for_template_files(search_dir): """ Return a map of "likely service/template name" to "template file". This includes all the template files in fixtures and in services. """ template_files = {} cf_dir = os.path.join(search_dir, 'cloudformation') for type in os.listdir(cf_dir): ...

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def update_qsd(url, qsd=None, remove=None): """ Update or remove keys from a query string in a URL :param url: URL to update :param qsd: dict of keys to update, a None value leaves it unchanged :param remove: list of keys to remove, or "*" to remove all note: updated keys are nev...

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def reset_option(self, key, subkey): """Resets a single option to the default values. :param str key: First identifier of the option. :param str subkey: Second identifier of the option. :raise: :NotRegisteredError: If ``key`` or ``subkey`` do not define any ...

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def get_string_from_data(self, offset, data): """Get an ASCII string from within the data.""" # OC Patch b = None try: b = data[offset] except IndexError: return '' s = '' while ord(b): s += b ...

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def simple_nearest_indices(xs,res): ''' Simple nearest interpolator that interpolates based on the minima and maxima of points based on the passed resolution in res. Parameters: ----------- xs -- A collection of `ndim` arrays of points. res -- List of resolutions. ''' maxs = [...

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def stuff(packet): """ Add byte stuffing to TSIP packet. :param packet: TSIP packet with byte stuffing. The packet must already have been stripped or `ValueError` will be raised. :type packet: Binary string. :return: Packet with byte stuffing. """ if is_framed(packet): rais...

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def help(self, event, command_name=None): """ Shows the help message for the bot. Takes an optional command name which when given, will show help for that command. """ if command_name is None: return ("Type !commands for a list of all commands. Type " ...

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def to_text(obj, encoding='utf-8', errors=None, nonstring='simplerepr'): """Make sure that a string is a text string :arg obj: An object to make sure is a text string. In most cases this will be either a text string or a byte string. However, with ``nonstring='simplerepr'``, this can be used ...

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def related_obj_to_dict(obj, **kwargs): """ Covert a known related object to a dictionary. """ # Explicitly discard formatter kwarg, should not be cascaded down. kwargs.pop('formatter', None) # If True, remove fields that start with an underscore (e.g. _secret) suppress_private_attr = kwargs.get("...

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def get_all_users(path_prefix='/', region=None, key=None, keyid=None, profile=None): ''' Get and return all IAM user details, starting at the optional path. .. versionadded:: 2016.3.0 CLI Example: salt-call boto_iam.get_all_users ''' conn = _get_conn(region=region, ke...

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def Search(self,key): """Search group list by providing partial name, ID, description or other key. >>> clc.v2.Datacenter().Groups().Search("Default Group") [<clc.APIv2.group.Group object at 0x1065b0f50>, <clc.APIv2.group.Group object at 0x1065b0d10>] """ results = [] for group in self.groups: if grou...

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def values(self, limit=None, page=None): """ convenience method to get just the values from the query (same as get().values()) if you want to get all values, you can use: self.all().values() """ return self.get(limit=limit, page=page).values()

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def decrypt_verify(encrypted, session_keys=None): """Decrypts the given ciphertext string and returns both the signatures (if any) and the plaintext. :param bytes encrypted: the mail to decrypt :param list[str] session_keys: a list OpenPGP session keys :returns: the signatures and decrypted plainte...

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def _parse(string): """ Parses given XML document content. Returns the resulting root XML element node or None if the given XML content is empty. @param string: XML document content to parse. @type string: I{bytes} @return: Resulting root XML element node or None. @rtype: L{Element}|I{...

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def request_openbus(self, service, endpoint, **kwargs): """Make a request to the given endpoint of the ``openbus`` server. This returns the plain JSON (dict) response which can then be parsed using one of the implemented types. Args: service (str): Service to fetch ('bus' o...

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def mult_inv(a, b): """ Calculate the multiplicative inverse a**-1 % b. This function works for n >= 5 where n is prime. """ # in addition to the normal setup, we also remember b last_b, x, last_x, y, last_y = b, 0, 1, 1, 0 while b != 0: q = a // b a, b = b, a % b x,...

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def qteBindKeyApplet(self, keysequence, macroName: str, appletObj: QtmacsApplet): """ Bind ``macroName`` to all widgets in ``appletObj``. This method does not affect the key bindings of other applets, or other instances of the same applet. The ``keysequ...

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def write_feed_dangerously( feed: Feed, outpath: str, nodes: Optional[Collection[str]] = None ) -> str: """Naively write a feed to a zipfile This function provides no sanity checks. Use it at your own risk. """ nodes = DEFAULT_NODES if nodes is None else nodes try: tmpdir = tempfile...

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def spf_rec(rdata): ''' Validate and parse DNS record data for SPF record(s) :param rdata: DNS record data :return: dict w/fields ''' spf_fields = rdata.split(' ') if not spf_fields.pop(0).startswith('v=spf'): raise ValueError('Not an SPF record') res = OrderedDict() mods = ...

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def autoencoder_discrete_pong(): """Discrete autoencoder model for compressing pong frames.""" hparams = autoencoder_ordered_discrete() hparams.num_hidden_layers = 3 hparams.bottleneck_bits = 24 hparams.batch_size = 2 hparams.gan_loss_factor = 0.01 hparams.bottleneck_l2_factor = 0.001 hparams.add_hparam...

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def get(self, sid): """ Constructs a ModelBuildContext :param sid: The unique string that identifies the resource :returns: twilio.rest.autopilot.v1.assistant.model_build.ModelBuildContext :rtype: twilio.rest.autopilot.v1.assistant.model_build.ModelBuildContext """ ...

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def parse_args(): """ Parse commandline arguments. """ def exclusive_group(group, name, default, help): destname = name.replace('-', '_') subgroup = group.add_mutually_exclusive_group(required=False) subgroup.add_argument(f'--{name}', dest=f'{destname}', ...

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def getrange(self): """Retrieve the dataset min and max values. Args:: no argument Returns:: (min, max) tuple (attribute 'valid_range') Note that those are the values as stored by the 'setrange' method. 'getrange' does *NOT* compute the min ...

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def proc_val(key, val): """ Static helper method to convert Feff parameters to proper types, e.g. integers, floats, lists, etc. Args: key: Feff parameter key val: Actual value of Feff parameter. """ list_type_keys = list(VALID_FEFF_TAGS) ...

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def sort(self, key=None, reverse=False): """ Sort a structure in place. The parameters have the same meaning as in list.sort. By default, sites are sorted by the electronegativity of the species. The difference between this method and get_sorted_structure (which also works in ISt...

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def change_ref(self, gm=None, r0=None, lmax=None): """ Return a new SHGravCoeffs class instance with a different reference gm or r0. Usage ----- clm = x.change_ref([gm, r0, lmax]) Returns ------- clm : SHGravCoeffs class instance. Parame...

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def retry_until_not_none_or_limit_reached(method, limit, sleep_s=1, catch_exceptions=()): """Executes a method until the retry limit is hit or not None is returned.""" return retry_until_valid_or_limit_reached( method, limit, lambda x: x is not None, sleep_s, catch_ex...

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def dist_mlipns(src, tar, threshold=0.25, max_mismatches=2): """Return the MLIPNS distance between two strings. This is a wrapper for :py:meth:`MLIPNS.dist`. Parameters ---------- src : str Source string for comparison tar : str Target string for comparison threshold : floa...

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def paramsarray(self): """All free model parameters as 1-dimensional `numpy.ndarray`. You are allowed to update model parameters by direct assignment of this property.""" # Return copy of `_paramsarray` because setter checks if changed if self._paramsarray is not None: ...

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def compute_exported_specifications(svc_ref): # type: (pelix.framework.ServiceReference) -> List[str] """ Computes the list of specifications exported by the given service :param svc_ref: A ServiceReference :return: The list of exported specifications (or an empty list) """ if svc_ref.get_p...

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def get_books_by_comment(self, comment_id): """Gets the list of ``Book`` objects mapped to a ``Comment``. arg: comment_id (osid.id.Id): ``Id`` of a ``Comment`` return: (osid.commenting.BookList) - list of books raise: NotFound - ``comment_id`` is not found raise: NullArgume...

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def keyEvent(self, key, down=1): """For most ordinary keys, the "keysym" is the same as the corresponding ASCII value. Other common keys are shown in the KEY_ constants.""" self.transport.write(pack("!BBxxI", 4, down, key))

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def memory_usage(method): """Log memory usage before and after a method.""" def wrapper(*args, **kwargs): logging.info('Memory before method %s is %s.', method.__name__, runtime.memory_usage().current()) result = method(*args, **kwargs) logging.info('Memory after method %s is %s', ...

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def main(): """Main function""" # Configure the logger log = logging.getLogger('SIP.EC.PCI.DB') handler = logging.StreamHandler() handler.setFormatter(logging.Formatter( '%(name)-20s | %(filename)-15s | %(levelname)-5s | %(message)s')) log.addHandler(handler) log.setLevel(os.getenv('...

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def tropocollagen( cls, aa=28, major_radius=5.0, major_pitch=85.0, auto_build=True): """Creates a model of a collagen triple helix. Parameters ---------- aa : int, optional Number of amino acids per minor helix. major_radius : float, optional ...

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def SayString(self, text, delay=0): """Enter some text. :param text: the text you want to enter. """ self._delay(delay) cmd = Command("SayString", 'SayString "%s"' % text) self.add(cmd)

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