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 setup_fake_forward_run(pst,new_pst_name,org_cwd='.',bak_suffix="._bak",new_cwd='.'): """setup a fake forward run for a pst. The fake forward run simply copies existing backup versions of model output files to the outfiles pest(pp) is looking for. This is really a development option for debugging ...	[ "def", "setup_fake_forward_run", "(", "pst", ",", "new_pst_name", ",", "org_cwd", "=", "'.'", ",", "bak_suffix", "=", "\"._bak\"", ",", "new_cwd", "=", "'.'", ")", ":", "if", "new_cwd", "!=", "org_cwd", "and", "not", "os", ".", "path", ".", "exists", "("...	32.686047	0.008287
def cmd(tgt, fun, arg=(), timeout=None, tgt_type='glob', ret='', kwarg=None, ssh=False, **kwargs): ''' .. versionchanged:: 2017.7.0 The ``expr_form`` argument has been renamed to ``tgt_type``, earlier releases must use ``expr_form``...	[ "def", "cmd", "(", "tgt", ",", "fun", ",", "arg", "=", "(", ")", ",", "timeout", "=", "None", ",", "tgt_type", "=", "'glob'", ",", "ret", "=", "''", ",", "kwarg", "=", "None", ",", "ssh", "=", "False", ",", "", "", "kwargs", ")", ":", "cfgf...	29.854167	0.001351
def role_delete(role_id=None, name=None, profile=None, *connection_args): ''' Delete a role (keystone role-delete) CLI Examples: .. code-block:: bash salt '' keystone.role_delete c965f79c4f864eaaa9c3b41904e67082 salt '*' keystone.role_delete role_id=c965f79c4f864eaa...	[ "def", "role_delete", "(", "role_id", "=", "None", ",", "name", "=", "None", ",", "profile", "=", "None", ",", "", "", "connection_args", ")", ":", "kstone", "=", "auth", "(", "profile", ",", "", "", "connection_args", ")", "if", "name", ":", "fo...	26.129032	0.00119
def jstemplate(parser, token): """Templatetag to handle any of the Mustache-based templates. Replaces ``[[[`` and ``]]]`` with ``{{{`` and ``}}}``, ``[[`` and ``]]`` with ``{{`` and ``}}`` and ``[%`` and ``%]`` with ``{%`` and ``%}`` to avoid conflicts with Django's template engine when using any ...	[ "def", "jstemplate", "(", "parser", ",", "token", ")", ":", "nodelist", "=", "parser", ".", "parse", "(", "(", "'endjstemplate'", ",", ")", ")", "parser", ".", "delete_first_token", "(", ")", "return", "JSTemplateNode", "(", "nodelist", ")" ]	40	0.002037
def cursor_up(self, stats): """Set the cursor to position N-1 in the list.""" if 0 <= self.cursor_position - 1: self.cursor_position -= 1 else: if self._current_page - 1 < 0 : self._current_page = self._page_max - 1 self.cursor_position = (...	[ "def", "cursor_up", "(", "self", ",", "stats", ")", ":", "if", "0", "<=", "self", ".", "cursor_position", "-", "1", ":", "self", ".", "cursor_position", "-=", "1", "else", ":", "if", "self", ".", "_current_page", "-", "1", "<", "0", ":", "self", "....	42.818182	0.008316
def beautify_date(inasafe_time, feature, parent): """Given an InaSAFE analysis time, it will convert it to a date with year-month-date format. For instance: * beautify_date( @start_datetime ) -> will convert datetime provided by qgis_variable. """ _ = feature, parent # NOQA datet...	[ "def", "beautify_date", "(", "inasafe_time", ",", "feature", ",", "parent", ")", ":", "_", "=", "feature", ",", "parent", "# NOQA", "datetime_object", "=", "parse", "(", "inasafe_time", ")", "date", "=", "datetime_object", ".", "strftime", "(", "'%Y-%m-%d'", ...	33.75	0.002404
def _read_range(self, start, end=0): """ Read a range of bytes in stream. Args: start (int): Start stream position. end (int): End stream position. 0 To not specify end. Returns: bytes: number of bytes read """ if star...	[ "def", "_read_range", "(", "self", ",", "start", ",", "end", "=", "0", ")", ":", "if", "start", ">=", "self", ".", "_size", ":", "# EOF. Do not detect using 416 (Out of range) error, 200 returned.", "return", "bytes", "(", ")", "# Get object bytes range", "with", ...	31.52	0.002463
def run(self) -> None: """ Read lines and put them on the queue. """ fd = self._fd encoding = self._encoding line_terminators = self._line_terminators queue = self._queue buf = "" while True: try: c = fd.read(1).decode(e...	[ "def", "run", "(", "self", ")", "->", "None", ":", "fd", "=", "self", ".", "_fd", "encoding", "=", "self", ".", "_encoding", "line_terminators", "=", "self", ".", "_line_terminators", "queue", "=", "self", ".", "_queue", "buf", "=", "\"\"", "while", "T...	34.090909	0.001729
def request_timestamp(self): """ The timestamp of the request in ISO8601 YYYYMMDD'T'HHMMSS'Z' format. If this is not available in the query parameters or headers, or the value is not a valid format for AWS SigV4, an AttributeError exception is raised. """ amz_dat...	[ "def", "request_timestamp", "(", "self", ")", ":", "amz_date", "=", "self", ".", "query_parameters", ".", "get", "(", "_x_amz_date", ")", "if", "amz_date", "is", "not", "None", ":", "amz_date", "=", "amz_date", "[", "0", "]", "else", ":", "amz_date", "="...	42.741935	0.002214
def _translate_limit(self, len_, start, num): """ Translate limit to valid bounds. """ if start > len_ or num <= 0: return 0, 0 return min(start, len_), num	[ "def", "_translate_limit", "(", "self", ",", "len_", ",", "start", ",", "num", ")", ":", "if", "start", ">", "len_", "or", "num", "<=", "0", ":", "return", "0", ",", "0", "return", "min", "(", "start", ",", "len_", ")", ",", "num" ]	28.857143	0.009615
def _backup_file(path): """ Backup a file but never overwrite an existing backup file """ backup_base = '/var/local/woven-backup' backup_path = ''.join([backup_base,path]) if not exists(backup_path): directory = ''.join([backup_base,os.path.split(path)[0]]) sudo('mkdir -p %s'% di...	[ "def", "_backup_file", "(", "path", ")", ":", "backup_base", "=", "'/var/local/woven-backup'", "backup_path", "=", "''", ".", "join", "(", "[", "backup_base", ",", "path", "]", ")", "if", "not", "exists", "(", "backup_path", ")", ":", "directory", "=", "''...	36.4	0.016086
def hash_data(data, hasher=NoParam, base=NoParam, types=False, hashlen=NoParam, convert=False): """ Get a unique hash depending on the state of the data. Args: data (object): Any sort of loosely organized data hasher (str or HASHER): Hash algorithm fro...	[ "def", "hash_data", "(", "data", ",", "hasher", "=", "NoParam", ",", "base", "=", "NoParam", ",", "types", "=", "False", ",", "hashlen", "=", "NoParam", ",", "convert", "=", "False", ")", ":", "if", "convert", "and", "isinstance", "(", "data", ",", "...	35.737705	0.001339
def transformFromNative(obj): """ Replace the Name in obj.value with a string. """ obj.isNative = False obj.value = serializeFields(obj.value, NAME_ORDER) return obj	[ "def", "transformFromNative", "(", "obj", ")", ":", "obj", ".", "isNative", "=", "False", "obj", ".", "value", "=", "serializeFields", "(", "obj", ".", "value", ",", "NAME_ORDER", ")", "return", "obj" ]	29.571429	0.00939
def set_dict_options(self, options): """for dictionary-like inputs (as object in Javascript) options must be in python dictionary format """ if isinstance(options, dict): for key, option_data in options.items(): self.set_options(key, option_data) else:...	[ "def", "set_dict_options", "(", "self", ",", "options", ")", ":", "if", "isinstance", "(", "options", ",", "dict", ")", ":", "for", "key", ",", "option_data", "in", "options", ".", "items", "(", ")", ":", "self", ".", "set_options", "(", "key", ",", ...	46.333333	0.009412
def get_return_code(self, stderr=STDOUT): """Executes a simple external command and return its exit status :param stderr: where to put stderr :return: return code of command """ args = shlex.split(self.cmd) return call(args, stdout=PIPE, stderr=stderr)	[ "def", "get_return_code", "(", "self", ",", "stderr", "=", "STDOUT", ")", ":", "args", "=", "shlex", ".", "split", "(", "self", ".", "cmd", ")", "return", "call", "(", "args", ",", "stdout", "=", "PIPE", ",", "stderr", "=", "stderr", ")" ]	37.75	0.009709
def write_ensemble(ensemble, options): """ Prints out the ensemble composition at each size """ # set output file name size = len(ensemble) filename = '%s_%s_queries.csv' % (options.outname, size) file = os.path.join(os.getcwd(), filename) f = open(file, 'w') out = ', '.join(ensemble) ...	[ "def", "write_ensemble", "(", "ensemble", ",", "options", ")", ":", "# set output file name", "size", "=", "len", "(", "ensemble", ")", "filename", "=", "'%s_%s_queries.csv'", "%", "(", "options", ".", "outname", ",", "size", ")", "file", "=", "os", ".", "...	19.705882	0.014245
def get_safari_navigation_bar_height(self): """Get the height of Safari navigation bar :returns: height of navigation bar """ status_bar_height = 0 if self.driver_wrapper.is_ios_test() and self.driver_wrapper.is_web_test(): # ios 7.1, 8.3 status_bar_heigh...	[ "def", "get_safari_navigation_bar_height", "(", "self", ")", ":", "status_bar_height", "=", "0", "if", "self", ".", "driver_wrapper", ".", "is_ios_test", "(", ")", "and", "self", ".", "driver_wrapper", ".", "is_web_test", "(", ")", ":", "# ios 7.1, 8.3", "status...	35	0.008357
def main(in_base, out_base, compiled_files, source_files, outfile=None, showasm=None, showast=False, do_verify=False, showgrammar=False, raise_on_error=False, do_linemaps=False, do_fragments=False): """ in_base base directory for input files out_base base directory for output file...	[ "def", "main", "(", "in_base", ",", "out_base", ",", "compiled_files", ",", "source_files", ",", "outfile", "=", "None", ",", "showasm", "=", "None", ",", "showast", "=", "False", ",", "do_verify", "=", "False", ",", "showgrammar", "=", "False", ",", "ra...	41.189944	0.001722
def _get_args_and_errors(self, minuit=None, args=None, errors=None): """ consistent algorithm to get argument and errors 1) get it from minuit if minuit is available 2) if not get it from args and errors 2.1) if args is dict parse it. 3) if all else fail get it from self.last_arg """ ret...	[ "def", "_get_args_and_errors", "(", "self", ",", "minuit", "=", "None", ",", "args", "=", "None", ",", "errors", "=", "None", ")", ":", "ret_arg", "=", "None", "ret_error", "=", "None", "if", "minuit", "is", "not", "None", ":", "# case 1", "ret_arg", "...	28.214286	0.001224
def increase_index_ordered_list(header_type_count: dict, header_type_prev: int, header_type_curr: int, parser: str = 'github'): r"""Compute the current index for ordered list table of contents. :parameter header_typ...	[ "def", "increase_index_ordered_list", "(", "header_type_count", ":", "dict", ",", "header_type_prev", ":", "int", ",", "header_type_curr", ":", "int", ",", "parser", ":", "str", "=", "'github'", ")", ":", "# header_type_prev might be 0 while header_type_curr can't.", "a...	42.459459	0.000622
def euclidean(a, b): "Returns euclidean distance between a and b" return np.linalg.norm(np.subtract(a, b))	[ "def", "euclidean", "(", "a", ",", "b", ")", ":", "return", "np", ".", "linalg", ".", "norm", "(", "np", ".", "subtract", "(", "a", ",", "b", ")", ")" ]	37.333333	0.008772
def _dump_multipolygon(obj, decimals): """ Dump a GeoJSON-like MultiPolygon object to WKT. Input parameters and return value are the MULTIPOLYGON equivalent to :func:`_dump_point`. """ coords = obj['coordinates'] mp = 'MULTIPOLYGON (%s)' polys = ( # join the polygons in the mul...	[ "def", "_dump_multipolygon", "(", "obj", ",", "decimals", ")", ":", "coords", "=", "obj", "[", "'coordinates'", "]", "mp", "=", "'MULTIPOLYGON (%s)'", "polys", "=", "(", "# join the polygons in the multipolygon", "', '", ".", "join", "(", "# join the rings in a poly...	30.111111	0.001192
def make_desktop_entry(d): """ Create a desktop entry that conforms to the format of the Desktop Entry Specification by freedesktop.org. See: http://freedesktop.org/Standards/desktop-entry-spec These should work for both KDE and Gnome2 An entry is a .desktop file that includes the appl...	[ "def", "make_desktop_entry", "(", "d", ")", ":", "assert", "d", "[", "'path'", "]", ".", "endswith", "(", "'.desktop'", ")", "# default values", "d", ".", "setdefault", "(", "'comment'", ",", "''", ")", "d", ".", "setdefault", "(", "'icon'", ",", "''", ...	25.488372	0.000879
def _get_package_data(): """Iterate over the `init` dir for directories and returns all files within them. Only files within `binaries` and `templates` will be added. """ from os import listdir as ls from os.path import join as jn x = 'init' b = jn('serv', x) dr = ['binaries', 'tem...	[ "def", "_get_package_data", "(", ")", ":", "from", "os", "import", "listdir", "as", "ls", "from", "os", ".", "path", "import", "join", "as", "jn", "x", "=", "'init'", "b", "=", "jn", "(", "'serv'", ",", "x", ")", "dr", "=", "[", "'binaries'", ",", ...	29.923077	0.002494
def stop(self): """Stop the sensor. """ if not self._running: return self._weight_subscriber.unregister() self._running = False	[ "def", "stop", "(", "self", ")", ":", "if", "not", "self", ".", "_running", ":", "return", "self", ".", "_weight_subscriber", ".", "unregister", "(", ")", "self", ".", "_running", "=", "False" ]	24.714286	0.011173
def engine(self): """Return Render Engine.""" return self.backend({ 'APP_DIRS': True, 'DIRS': [str(ROOT / self.backend.app_dirname)], 'NAME': 'djangoforms', 'OPTIONS': {}, })	[ "def", "engine", "(", "self", ")", ":", "return", "self", ".", "backend", "(", "{", "'APP_DIRS'", ":", "True", ",", "'DIRS'", ":", "[", "str", "(", "ROOT", "/", "self", ".", "backend", ".", "app_dirname", ")", "]", ",", "'NAME'", ":", "'djangoforms'"...	29.875	0.00813
def update(self, session, title=None, bulletin=None, desc=None): '''taobao.shop.remainshowcase.get 获取卖家店铺剩余橱窗数量目前只支持标题、公告和描述的更新''' request = TOPRequest('taobao.shop.remainshowcase.get') if title!=None: request['title'] = title if bulletin!=None: request['bulletin'] = bu...	[ "def", "update", "(", "self", ",", "session", ",", "title", "=", "None", ",", "bulletin", "=", "None", ",", "desc", "=", "None", ")", ":", "request", "=", "TOPRequest", "(", "'taobao.shop.remainshowcase.get'", ")", "if", "title", "!=", "None", ":", "requ...	44.3	0.026549
def is_device_mounted(device): '''Given a device path, return True if that device is mounted, and False if it isn't. :param device: str: Full path of the device to check. :returns: boolean: True if the path represents a mounted device, False if it doesn't. ''' try: out = check_o...	[ "def", "is_device_mounted", "(", "device", ")", ":", "try", ":", "out", "=", "check_output", "(", "[", "'lsblk'", ",", "'-P'", ",", "device", "]", ")", ".", "decode", "(", "'UTF-8'", ")", "except", "Exception", ":", "return", "False", "return", "bool", ...	34.538462	0.002169
def read_int(self): """Reads an integer from the packet""" format = '!I' length = struct.calcsize(format) info = struct.unpack(format, self.data[self.offset:self.offset + length]) self.offset += length return info[0]	[ "def", "read_int", "(", "self", ")", ":", "format", "=", "'!I'", "length", "=", "struct", ".", "calcsize", "(", "format", ")", "info", "=", "struct", ".", "unpack", "(", "format", ",", "self", ".", "data", "[", "self", ".", "offset", ":", "self", "...	34.125	0.010714
def calc_acceleration_bca(jackknife_replicates): """ Calculate the acceleration constant for the Bias Corrected and Accelerated (BCa) bootstrap confidence intervals. Parameters ---------- jackknife_replicates : 2D ndarray. Each row should correspond to a different jackknife parameter sa...	[ "def", "calc_acceleration_bca", "(", "jackknife_replicates", ")", ":", "# Get the mean of the bootstrapped statistics.", "jackknife_mean", "=", "jackknife_replicates", ".", "mean", "(", "axis", "=", "0", ")", "[", "None", ",", ":", "]", "# Calculate the differences betwee...	41.25641	0.000607
def getRaDecs(self, mods): """Internal function converting cartesian coords to ra dec""" raDecOut = np.empty( (len(mods), 5)) raDecOut[:,0:3] = mods[:,0:3] for i, row in enumerate(mods): raDecOut[i, 3:5] = r.raDecFromVec(row[3:6]) return raDecOut	[ "def", "getRaDecs", "(", "self", ",", "mods", ")", ":", "raDecOut", "=", "np", ".", "empty", "(", "(", "len", "(", "mods", ")", ",", "5", ")", ")", "raDecOut", "[", ":", ",", "0", ":", "3", "]", "=", "mods", "[", ":", ",", "0", ":", "3", ...	33.222222	0.016287
def camel_case(arg, capitalize=None): """Converts given text with whitespaces between words into equivalent camel-cased one. :param capitalize: Whether result will have first letter upper case (True), lower case (False), or left as is (None, default). :return: String turned into...	[ "def", "camel_case", "(", "arg", ",", "capitalize", "=", "None", ")", ":", "ensure_string", "(", "arg", ")", "if", "not", "arg", ":", "return", "arg", "words", "=", "split", "(", "arg", ")", "first_word", "=", "words", "[", "0", "]", "if", "len", "...	31.8	0.001221
def parse_options(): """ parse_options() -> opts, args Parse any command-line options given returning both the parsed options and arguments. """ parser = optparse.OptionParser(usage=USAGE, version=VERSION) parser.add_option("-o", "--ontology", action="store", type="string", default="", dest="ontology", ...	[ "def", "parse_options", "(", ")", ":", "parser", "=", "optparse", ".", "OptionParser", "(", "usage", "=", "USAGE", ",", "version", "=", "VERSION", ")", "parser", ".", "add_option", "(", "\"-o\"", ",", "\"--ontology\"", ",", "action", "=", "\"store\"", ",",...	23.190476	0.033531
def edit(parent, profile): """ Edits the given profile. :param parent \| <QWidget> profile \| <projexui.widgets.xviewwidget.XViewProfile> :return <bool> """ dlg = XViewProfileDialog(parent) dlg.setProfile(pro...	[ "def", "edit", "(", "parent", ",", "profile", ")", ":", "dlg", "=", "XViewProfileDialog", "(", "parent", ")", "dlg", ".", "setProfile", "(", "profile", ")", "if", "(", "dlg", ".", "exec_", "(", ")", ")", ":", "return", "True", "return", "False" ]	27.714286	0.014963
def key_dict( from_dict ): """Returns dict from_dict['unicode_save_field'] = 'original key with unicode' """ new_dict = {} old2new = {} new2old = {} for key in from_dict: k = normalizeUnicode(key,'identifier') if k != key: i = '' while new_dict.has_key("%s%s" % (k,i) ): if not i: i = 1 else:...	[ "def", "key_dict", "(", "from_dict", ")", ":", "new_dict", "=", "{", "}", "old2new", "=", "{", "}", "new2old", "=", "{", "}", "for", "key", "in", "from_dict", ":", "k", "=", "normalizeUnicode", "(", "key", ",", "'identifier'", ")", "if", "k", "!=", ...	24.263158	0.056367
def availability_set_get(name, resource_group, **kwargs): ''' .. versionadded:: 2019.2.0 Get a dictionary representing an availability set's properties. :param name: The availability set to get. :param resource_group: The resource group name assigned to the availability set. CLI Exam...	[ "def", "availability_set_get", "(", "name", ",", "resource_group", ",", "", "", "kwargs", ")", ":", "compconn", "=", "__utils__", "[", "'azurearm.get_client'", "]", "(", "'compute'", ",", "", "", "kwargs", ")", "try", ":", "av_set", "=", "compconn", "....	26.645161	0.001168
def pipe_rename(context=None, _INPUT=None, conf=None, **kwargs): """An operator that renames or copies fields in the input source. Not loopable. Parameters ---------- context : pipe2py.Context object _INPUT : pipe2py.modules pipe like object (iterable of items) conf : { 'RULE': [ ...	[ "def", "pipe_rename", "(", "context", "=", "None", ",", "_INPUT", "=", "None", ",", "conf", "=", "None", ",", "", "", "kwargs", ")", ":", "splits", "=", "get_splits", "(", "_INPUT", ",", "conf", "[", "'RULE'", "]", ",", "", "", "cdicts", "(", ...	27.888889	0.001284
def get_client(self): """Get cache client. """ backend_class = import_string(current_app.config.get('CACHE_BACKEND')) backend = backend_class(**current_app.config.get('CACHE_BACKEND_OPTIONS')) return backend	[ "def", "get_client", "(", "self", ")", ":", "backend_class", "=", "import_string", "(", "current_app", ".", "config", ".", "get", "(", "'CACHE_BACKEND'", ")", ")", "backend", "=", "backend_class", "(", "", "", "current_app", ".", "config", ".", "get", "(...	40.333333	0.012146
def get_top_pathologies(graph, n: Optional[int] = 15) -> List[Tuple[BaseEntity, int]]: """Get the top highest relationship-having edges in the graph by BEL. :param pybel.BELGraph graph: A BEL graph :param n: The number of top connected pathologies to return. If None, returns all nodes """ return co...	[ "def", "get_top_pathologies", "(", "graph", ",", "n", ":", "Optional", "[", "int", "]", "=", "15", ")", "->", "List", "[", "Tuple", "[", "BaseEntity", ",", "int", "]", "]", ":", "return", "count_pathologies", "(", "graph", ")", ".", "most_common", "(",...	50.142857	0.008403
def transactional(ignore_redirects=True): ''' If utilizing the :mod:`pecan.hooks` ``TransactionHook``, allows you to flag a controller method or class as being wrapped in a transaction, regardless of HTTP method. :param ignore_redirects: Indicates if the hook should ignore redirects ...	[ "def", "transactional", "(", "ignore_redirects", "=", "True", ")", ":", "def", "deco", "(", "f", ")", ":", "if", "isclass", "(", "f", ")", ":", "for", "meth", "in", "[", "m", "[", "1", "]", "for", "m", "in", "getmembers", "(", "f", ")", "if", "...	36.241379	0.000927
def get_addon_module_name(addonxml_filename): '''Attempts to extract a module name for the given addon's addon.xml file. Looks for the 'xbmc.python.pluginsource' extension node and returns the addon's filename without the .py suffix. ''' try: xml = ET.parse(addonxml_filename).getroot() e...	[ "def", "get_addon_module_name", "(", "addonxml_filename", ")", ":", "try", ":", "xml", "=", "ET", ".", "parse", "(", "addonxml_filename", ")", ".", "getroot", "(", ")", "except", "IOError", ":", "sys", ".", "exit", "(", "'Cannot find an addon.xml file in the cur...	41.842105	0.00123
def get_table_fields(self, db_table): """ Gets table fields from schema. """ db_table_desc = self.introspection.get_table_description(self.cursor, db_table) return [t[0] for t in db_table_desc]	[ "def", "get_table_fields", "(", "self", ",", "db_table", ")", ":", "db_table_desc", "=", "self", ".", "introspection", ".", "get_table_description", "(", "self", ".", "cursor", ",", "db_table", ")", "return", "[", "t", "[", "0", "]", "for", "t", "in", "d...	38	0.012876
def get_file_contents(path): """ Get the contents of a file. """ with open(path, 'rb') as fp: # mitogen.core.Blob() is a bytes subclass with a repr() that returns a # summary of the blob, rather than the raw blob data. This makes # logging output much nicer. Unlike most custom ...	[ "def", "get_file_contents", "(", "path", ")", ":", "with", "open", "(", "path", ",", "'rb'", ")", "as", "fp", ":", "# mitogen.core.Blob() is a bytes subclass with a repr() that returns a", "# summary of the blob, rather than the raw blob data. This makes", "# logging output *much...	39.6	0.002469
def get_device_info_for_agent(self, context, hosting_device_db): """Returns information about <hosting_device> needed by config agent. Convenience function that service plugins can use to populate their resources with information about the device hosting their logical resource....	[ "def", "get_device_info_for_agent", "(", "self", ",", "context", ",", "hosting_device_db", ")", ":", "template", "=", "hosting_device_db", ".", "template", "mgmt_port", "=", "hosting_device_db", ".", "management_port", "mgmt_ip", "=", "(", "mgmt_port", "[", "'fixed_...	52.041667	0.001572
def parse_individual(self, individual): """Converts a deap individual into a full list of parameters. Parameters ---------- individual: deap individual from optimization Details vary according to type of optimization, but parameters within deap individual are alwa...	[ "def", "parse_individual", "(", "self", ",", "individual", ")", ":", "scaled_ind", "=", "[", "]", "for", "i", "in", "range", "(", "len", "(", "self", ".", "_params", "[", "'value_means'", "]", ")", ")", ":", "scaled_ind", ".", "append", "(", "self", ...	42.32	0.001848
def mmGetMetricStabilityConfusion(self): """ For each iteration that doesn't follow a reset, looks at every other iteration for the same world that doesn't follow a reset, and computes the number of bits that show up in one or the other set of active cells for that iteration, but not both. This metr...	[ "def", "mmGetMetricStabilityConfusion", "(", "self", ")", ":", "self", ".", "_mmComputeSequenceRepresentationData", "(", ")", "numbers", "=", "self", ".", "_mmData", "[", "\"stabilityConfusion\"", "]", "return", "Metric", "(", "self", ",", "\"stability confusion\"", ...	43.615385	0.001727
def _get_stdout(stderr=False): """ This utility function contains the logic to determine what streams to use by default for standard out/err. Typically this will just return `sys.stdout`, but it contains additional logic for use in IPython on Windows to determine the correct stream to use (usua...	[ "def", "_get_stdout", "(", "stderr", "=", "False", ")", ":", "if", "stderr", ":", "stream", "=", "'stderr'", "else", ":", "stream", "=", "'stdout'", "sys_stream", "=", "getattr", "(", "sys", ",", "stream", ")", "if", "IPythonIOStream", "is", "None", ":",...	29.551724	0.00113
def list_tab(user): ''' Return the contents of the specified user's incrontab CLI Example: .. code-block:: bash salt '*' incron.list_tab root ''' if user == 'system': data = raw_system_incron() else: data = raw_incron(user) log.debug('incron user data %s', ...	[ "def", "list_tab", "(", "user", ")", ":", "if", "user", "==", "'system'", ":", "data", "=", "raw_system_incron", "(", ")", "else", ":", "data", "=", "raw_incron", "(", "user", ")", "log", ".", "debug", "(", "'incron user data %s'", ",", "data", ")", "r...	26.794872	0.000923
def convert_models_for_lang(language): """Convert old SingleByteCharSetModels for the given language""" # Validate language language = language.title() lang_metadata = LANGUAGES.get(language) if not lang_metadata: raise ValueError('Unknown language: {}. If you are adding a model for a' ...	[ "def", "convert_models_for_lang", "(", "language", ")", ":", "# Validate language", "language", "=", "language", ".", "title", "(", ")", "lang_metadata", "=", "LANGUAGES", ".", "get", "(", "language", ")", "if", "not", "lang_metadata", ":", "raise", "ValueError"...	47.292453	0.001758
def build_java_docs(app): """build java docs and then move the outdir""" java_path = app.builder.srcdir + '/../scala-package' java_doc_sources = 'find . -type f -name "*.scala" \| egrep \"\.\/core\|\.\/infer\" \| egrep \"\/javaapi\" \| egrep -v \"Suite\"' java_doc_classpath = ':'.join([ '`find nativ...	[ "def", "build_java_docs", "(", "app", ")", ":", "java_path", "=", "app", ".", "builder", ".", "srcdir", "+", "'/../scala-package'", "java_doc_sources", "=", "'find . -type f -name \"*.scala\" \| egrep \\\"\\.\\/core\|\\.\\/infer\\\" \| egrep \\\"\\/javaapi\\\" \| egrep -v \\\"Suite\\\"...	55.611111	0.008841
def _options(self, *kwargs): """ Formats search parameters/values for use with API :param \\*kwargs: search parameters/values """ def _format_fq(d): for k,v in d.items(): if isinstance(v, list): d[k] = ' '.join(m...	[ "def", "_options", "(", "self", ",", "", "", "kwargs", ")", ":", "def", "_format_fq", "(", "d", ")", ":", "for", "k", ",", "v", "in", "d", ".", "items", "(", ")", ":", "if", "isinstance", "(", "v", ",", "list", ")", ":", "d", "[", "k", "]...	29.727273	0.012833
def summary_gradient_updates(grads, opt, lr): """get summary ops for the magnitude of gradient updates""" # strategy: # make a dict of variable name -> [variable, grad, adagrad slot] vars_grads = {} for v in tf.trainable_variables(): vars_grads[v.name] = [v, None, None] for g, v in grad...	[ "def", "summary_gradient_updates", "(", "grads", ",", "opt", ",", "lr", ")", ":", "# strategy:", "# make a dict of variable name -> [variable, grad, adagrad slot]", "vars_grads", "=", "{", "}", "for", "v", "in", "tf", ".", "trainable_variables", "(", ")", ":", "vars...	32.970588	0.001733
def run_module_async(kwargs, job_id, timeout_secs, started_sender, econtext): """ Execute a module with its run status and result written to a file, terminating on the process on completion. This function must run in a child forked using :func:`create_fork_child`. @param mitogen.core.Sender started...	[ "def", "run_module_async", "(", "kwargs", ",", "job_id", ",", "timeout_secs", ",", "started_sender", ",", "econtext", ")", ":", "arunner", "=", "AsyncRunner", "(", "job_id", ",", "timeout_secs", ",", "started_sender", ",", "econtext", ",", "kwargs", ")", "arun...	40.190476	0.001157
def jtosparse(j): """ Generate sparse matrix coordinates from 3-D Jacobian. """ data = j.flatten().tolist() nobs, nf, nargs = j.shape indices = zip([(r, c) for n in xrange(nobs) for r in xrange(n nf, (n + 1) * nf) for c in xrange(n * nargs, (n +...	[ "def", "jtosparse", "(", "j", ")", ":", "data", "=", "j", ".", "flatten", "(", ")", ".", "tolist", "(", ")", "nobs", ",", "nf", ",", "nargs", "=", "j", ".", "shape", "indices", "=", "zip", "(", "*", "[", "(", "r", ",", "c", ")", "for", "n",...	39.8	0.002457
def _apply_pipeline_and_get_build_instance(self, X_factory, mX_factory, category_idx_store, df, pars...	[ "def", "_apply_pipeline_and_get_build_instance", "(", "self", ",", "X_factory", ",", "mX_factory", ",", "category_idx_store", ",", "df", ",", "parse_pipeline", ",", "term_idx_store", ",", "metadata_idx_store", ",", "y", ")", ":", "df", ".", "apply", "(", "parse_pi...	27.638889	0.057282
def __write_view_tmpl(tag_key, tag_list): ''' Generate the HTML file for viewing. :param tag_key: key of the tags. :param tag_list: list of the tags. :return: None ''' view_file = os.path.join(OUT_DIR, 'view', 'view_' + tag_key.split('_')[1] + '.html') view_widget_arr = [] for sig in...	[ "def", "__write_view_tmpl", "(", "tag_key", ",", "tag_list", ")", ":", "view_file", "=", "os", ".", "path", ".", "join", "(", "OUT_DIR", ",", "'view'", ",", "'view_'", "+", "tag_key", ".", "split", "(", "'_'", ")", "[", "1", "]", "+", "'.html'", ")",...	35.645833	0.001706
def get_placement_group_dict(): """Returns dictionary of {placement_group_name: (state, strategy)}""" client = get_ec2_client() response = client.describe_placement_groups() assert is_good_response(response) result = OrderedDict() ec2 = get_ec2_resource() for placement_group_response in response['Placem...	[ "def", "get_placement_group_dict", "(", ")", ":", "client", "=", "get_ec2_client", "(", ")", "response", "=", "client", ".", "describe_placement_groups", "(", ")", "assert", "is_good_response", "(", "response", ")", "result", "=", "OrderedDict", "(", ")", "ec2",...	32.941176	0.019097
def list_data( self, previous_data=False, prompt=False, console_row=False, console_row_to_cursor=False, console_row_from_cursor=False ): """ Return list of strings. Where each string is fitted to windows width. Parameters are the same as they are in :meth:`.WConsoleWindow.data` method :return: list of str ...	[ "def", "list_data", "(", "self", ",", "previous_data", "=", "False", ",", "prompt", "=", "False", ",", "console_row", "=", "False", ",", "console_row_to_cursor", "=", "False", ",", "console_row_from_cursor", "=", "False", ")", ":", "return", "self", ".", "sp...	36.25	0.03139
def diff(arr, n, axis=0): """ difference of n between self, analogous to s-s.shift(n) Parameters ---------- arr : ndarray n : int number of periods axis : int axis to shift on Returns ------- shifted """ n = int(n) na = np.nan dtype = arr.d...	[ "def", "diff", "(", "arr", ",", "n", ",", "axis", "=", "0", ")", ":", "n", "=", "int", "(", "n", ")", "na", "=", "np", ".", "nan", "dtype", "=", "arr", ".", "dtype", "is_timedelta", "=", "False", "if", "needs_i8_conversion", "(", "arr", ")", ":...	26.0125	0.000463
def CloseHandle(self): '''Releases a handle acquired with VMGuestLib_OpenHandle''' if hasattr(self, 'handle'): ret = vmGuestLib.VMGuestLib_CloseHandle(self.handle.value) if ret != VMGUESTLIB_ERROR_SUCCESS: raise VMGuestLibException(ret) del(self.handle)	[ "def", "CloseHandle", "(", "self", ")", ":", "if", "hasattr", "(", "self", ",", "'handle'", ")", ":", "ret", "=", "vmGuestLib", ".", "VMGuestLib_CloseHandle", "(", "self", ".", "handle", ".", "value", ")", "if", "ret", "!=", "VMGUESTLIB_ERROR_SUCCESS", ":"...	50	0.009836
def traverse_levelorder(self, leaves=True, internal=True): '''Perform a levelorder traversal starting at this ``Node`` object Args: ``leaves`` (``bool``): ``True`` to include leaves, otherwise ``False`` ``internal`` (``bool``): ``True`` to include internal nodes, otherwise ``Fa...	[ "def", "traverse_levelorder", "(", "self", ",", "leaves", "=", "True", ",", "internal", "=", "True", ")", ":", "q", "=", "deque", "(", ")", "q", ".", "append", "(", "self", ")", "while", "len", "(", "q", ")", "!=", "0", ":", "n", "=", "q", ".",...	39.071429	0.008929
def decrease_posts_count_after_post_deletion(sender, instance, **kwargs): """ Decreases the member's post count after a post deletion. This receiver handles the deletion of a forum post: the posts count related to the post's author is decreased. """ if not instance.approved: # If a post has...	[ "def", "decrease_posts_count_after_post_deletion", "(", "sender", ",", "instance", ",", "", "", "kwargs", ")", ":", "if", "not", "instance", ".", "approved", ":", "# If a post has not been approved, it has not been counted.", "# So do not decrement count", "return", "try"...	37.851852	0.001908
def unique_field(self, field_name): """set a unique field to be selected, this is automatically called when you do unique_FIELDNAME(...)""" self.fields_set.options["unique"] = True return self.select_field(field_name)	[ "def", "unique_field", "(", "self", ",", "field_name", ")", ":", "self", ".", "fields_set", ".", "options", "[", "\"unique\"", "]", "=", "True", "return", "self", ".", "select_field", "(", "field_name", ")" ]	59.5	0.012448
def turn_off(self, device_id, name): """Create the message to turn light or switch off.""" msg = "!%sF0\|Turn Off\|%s" % (device_id, name) self._send_message(msg)	[ "def", "turn_off", "(", "self", ",", "device_id", ",", "name", ")", ":", "msg", "=", "\"!%sF0\|Turn Off\|%s\"", "%", "(", "device_id", ",", "name", ")", "self", ".", "_send_message", "(", "msg", ")" ]	45.25	0.01087
def emit_toi_stats(toi_set, peripherals): """ Calculates new TOI stats and emits them via statsd. """ count_by_zoom = defaultdict(int) total = 0 for coord_int in toi_set: coord = coord_unmarshall_int(coord_int) count_by_zoom[coord.zoom] += 1 total += 1 peripherals.s...	[ "def", "emit_toi_stats", "(", "toi_set", ",", "peripherals", ")", ":", "count_by_zoom", "=", "defaultdict", "(", "int", ")", "total", "=", "0", "for", "coord_int", "in", "toi_set", ":", "coord", "=", "coord_unmarshall_int", "(", "coord_int", ")", "count_by_zoo...	28.666667	0.001876
def _asdict(self): """Return a dictionary representation of the current prompt.""" with self._cond: if self._prompt is None: return return {'id': self._prompt.id, 'message': self._prompt.message, 'text-input': self._prompt.text_input}	[ "def", "_asdict", "(", "self", ")", ":", "with", "self", ".", "_cond", ":", "if", "self", ".", "_prompt", "is", "None", ":", "return", "return", "{", "'id'", ":", "self", ".", "_prompt", ".", "id", ",", "'message'", ":", "self", ".", "_prompt", "."...	35.375	0.010345
def _create_attachment(self, filename, content, mimetype=None): """Convert the filename, content, mimetype triple to attachment.""" if mimetype is None: mimetype, _ = mimetypes.guess_type(filename) if mimetype is None: mimetype = DEFAULT_ATTACHMENT_MIME_TYPE ...	[ "def", "_create_attachment", "(", "self", ",", "filename", ",", "content", ",", "mimetype", "=", "None", ")", ":", "if", "mimetype", "is", "None", ":", "mimetype", ",", "_", "=", "mimetypes", ".", "guess_type", "(", "filename", ")", "if", "mimetype", "is...	42.857143	0.002174
def _phase_kuramoto(self, teta, t, argv): """! @brief Overrided method for calculation of oscillator phase. @param[in] teta (double): Current value of phase. @param[in] t (double): Time (can be ignored). @param[in] argv (uint): Index of oscillator whose phase repre...	[ "def", "_phase_kuramoto", "(", "self", ",", "teta", ",", "t", ",", "argv", ")", ":", "index", "=", "argv", "# index of oscillator\r", "phase", "=", "0.0", "# phase of a specified oscillator that will calculated in line with current env. states.\r", "neighbors", "=", "self...	39.5	0.021183
def query(botcust2, message): """Sends a message to Mitsuku and retrieves the reply Args: botcust2 (str): The botcust2 identifier message (str): The message to send to Mitsuku Returns: reply (str): The message Mitsuku sent back """ logger.debug("Getting Mitsuku reply") ...	[ "def", "query", "(", "botcust2", ",", "message", ")", ":", "logger", ".", "debug", "(", "\"Getting Mitsuku reply\"", ")", "# Set up http request packages", "params", "=", "{", "'botid'", ":", "'f6a012073e345a08'", ",", "'amp;skin'", ":", "'chat'", "}", "headers", ...	30.898305	0.001063
def Emulation_setNavigatorOverrides(self, platform): """ Function path: Emulation.setNavigatorOverrides Domain: Emulation Method name: setNavigatorOverrides WARNING: This function is marked 'Experimental'! Parameters: Required arguments: 'platform' (type: string) -> The platform navigator...	[ "def", "Emulation_setNavigatorOverrides", "(", "self", ",", "platform", ")", ":", "assert", "isinstance", "(", "platform", ",", "(", "str", ",", ")", ")", ",", "\"Argument 'platform' must be of type '['str']'. Received type: '%s'\"", "%", "type", "(", "platform", ")",...	33	0.044881
def get_provider(cls, scm_name: str, conf) -> SourceControl: """Load and return named SCM provider instance. :param conf: A yabt.config.Config object used to initialize the SCM provider instance. :raises KeyError: If no SCM provider with name `scm_name` registered. ...	[ "def", "get_provider", "(", "cls", ",", "scm_name", ":", "str", ",", "conf", ")", "->", "SourceControl", ":", "for", "entry_point", "in", "pkg_resources", ".", "iter_entry_points", "(", "'yabt.scm'", ",", "scm_name", ")", ":", "entry_point", ".", "load", "("...	49.764706	0.00232
def device_uuid(self): """Return device UUID.""" if self._device: return self._device return GEN_ID_FORMAT.format(self.src_ip)	[ "def", "device_uuid", "(", "self", ")", ":", "if", "self", ".", "_device", ":", "return", "self", ".", "_device", "return", "GEN_ID_FORMAT", ".", "format", "(", "self", ".", "src_ip", ")" ]	31.6	0.012346
def delete(self, hdfs_path, recursive=False): """Delete a file located at `hdfs_path`.""" return self.client.delete(hdfs_path, recursive=recursive)	[ "def", "delete", "(", "self", ",", "hdfs_path", ",", "recursive", "=", "False", ")", ":", "return", "self", ".", "client", ".", "delete", "(", "hdfs_path", ",", "recursive", "=", "recursive", ")" ]	53.666667	0.01227
def list_menu(self, options, title="Choose a value", message="Choose a value", default=None, kwargs): """ Show a single-selection list menu Usage: C{dialog.list_menu(options, title="Choose a value", message="Choose a value", default=None, kwargs)} @param options: li...	[ "def", "list_menu", "(", "self", ",", "options", ",", "title", "=", "\"Choose a value\"", ",", "message", "=", "\"Choose a value\"", ",", "default", "=", "None", ",", "", "", "kwargs", ")", ":", "choices", "=", "[", "]", "optionNum", "=", "0", "for", ...	38.931034	0.008643
def create(gandi, datacenter, memory, cores, ip_version, bandwidth, login, password, hostname, image, run, background, sshkey, size, vlan, ip, script, script_args, ssh, gen_password): """Create a new virtual machine. you can specify a configuration entry named 'sshkey' containing path...	[ "def", "create", "(", "gandi", ",", "datacenter", ",", "memory", ",", "cores", ",", "ip_version", ",", "bandwidth", ",", "login", ",", "password", ",", "hostname", ",", "image", ",", "run", ",", "background", ",", "sshkey", ",", "size", ",", "vlan", ",...	33.782051	0.001106
def fit(self, X, y=None, **kwargs): """ The fit method is the primary drawing input for the visualization since it has both the X and y data required for the viz and the transform method does not. Parameters ---------- X : ndarray or DataFrame of shape n x m ...	[ "def", "fit", "(", "self", ",", "X", ",", "y", "=", "None", ",", "", "", "kwargs", ")", ":", "# Convert from pandas data types", "if", "is_dataframe", "(", "X", ")", ":", "# Get column names before reverting to an np.ndarray", "if", "self", ".", "features_", ...	34.919355	0.001797
def close(self, kwargs): """ close websocket connection. """ self.keep_running = False if self.sock: self.sock.close(kwargs) self.sock = None	[ "def", "close", "(", "self", ",", "", "", "kwargs", ")", ":", "self", ".", "keep_running", "=", "False", "if", "self", ".", "sock", ":", "self", ".", "sock", ".", "close", "(", "", "", "kwargs", ")", "self", ".", "sock", "=", "None" ]	25.25	0.009569
def build_report(self, msg=''): """Resposible for constructing a report to be output as part of the build. Returns report as a string. """ shutit_global.shutit_global_object.yield_to_draw() s = '\n' s += '################################################################################\n' s += '# COMMAND H...	[ "def", "build_report", "(", "self", ",", "msg", "=", "''", ")", ":", "shutit_global", ".", "shutit_global_object", ".", "yield_to_draw", "(", ")", "s", "=", "'\\n'", "s", "+=", "'################################################################################\\n'", "s",...	49.035714	0.027143
def bitcount(self, key, start=None, end=None): """Count the number of set bits (population counting) in a string. By default all the bytes contained in the string are examined. It is possible to specify the counting operation only in an interval passing the additional arguments start an...	[ "def", "bitcount", "(", "self", ",", "key", ",", "start", "=", "None", ",", "end", "=", "None", ")", ":", "command", "=", "[", "b'BITCOUNT'", ",", "key", "]", "if", "start", "is", "not", "None", "and", "end", "is", "None", ":", "raise", "ValueError...	42.142857	0.001325
def get_bin_index(self, value): """Used to get the index of the bin to place a particular value.""" if value == self.max_value: return self.num_bins - 1 return int(self.C * log(value / self.min_value))	[ "def", "get_bin_index", "(", "self", ",", "value", ")", ":", "if", "value", "==", "self", ".", "max_value", ":", "return", "self", ".", "num_bins", "-", "1", "return", "int", "(", "self", ".", "C", "*", "log", "(", "value", "/", "self", ".", "min_v...	38.833333	0.008403
def from_dict(dic): """ recursive dict to dictobj 컨버트 :param dic: :return: """ return ODict((k, ODict.convert_ifdic(v)) for k, v in dic.items())	[ "def", "from_dict", "(", "dic", ")", ":", "return", "ODict", "(", "(", "k", ",", "ODict", ".", "convert_ifdic", "(", "v", ")", ")", "for", "k", ",", "v", "in", "dic", ".", "items", "(", ")", ")" ]	26.571429	0.010417
def _parse_image_multilogs_string(config, ret, repo): ''' Parse image log strings into grokable data ''' image_logs, infos = [], None if ret and ret.strip().startswith('{') and ret.strip().endswith('}'): pushd = 0 buf = '' for char in ret: buf += char ...	[ "def", "_parse_image_multilogs_string", "(", "config", ",", "ret", ",", "repo", ")", ":", "image_logs", ",", "infos", "=", "[", "]", ",", "None", "if", "ret", "and", "ret", ".", "strip", "(", ")", ".", "startswith", "(", "'{'", ")", "and", "ret", "."...	31.758621	0.002107
def _decode_signed_user(encoded_sig, encoded_data): """ Decodes the ``POST``ed signed data """ decoded_sig = _decode(encoded_sig) decoded_data = loads(_decode(encoded_data)) if decoded_sig != hmac.new(app.config['CANVAS_CLIENT_SECRET'], encoded_data, sha256).digest(): raise ValueEr...	[ "def", "_decode_signed_user", "(", "encoded_sig", ",", "encoded_data", ")", ":", "decoded_sig", "=", "_decode", "(", "encoded_sig", ")", "decoded_data", "=", "loads", "(", "_decode", "(", "encoded_data", ")", ")", "if", "decoded_sig", "!=", "hmac", ".", "new",...	34.272727	0.010336
def migrate_to_blob(context, portal_type, query={}, remove_old_value=True): """Migrates FileFields fields to blob ones for a given portal_type. The wueries are done against 'portal_catalog', 'uid_catalog' and 'reference_catalog' :param context: portal root object as context :param query: an express...	[ "def", "migrate_to_blob", "(", "context", ",", "portal_type", ",", "query", "=", "{", "}", ",", "remove_old_value", "=", "True", ")", ":", "migrator", "=", "makeMigrator", "(", "context", ",", "portal_type", ",", "remove_old_value", "=", "remove_old_value", ")...	43.625	0.001403
def aggregation_result_extractor(impact_report, component_metadata): """Extracting aggregation result of breakdown from the impact layer. :param impact_report: the impact report that acts as a proxy to fetch all the data that extractor needed :type impact_report: safe.report.impact_report.ImpactRep...	[ "def", "aggregation_result_extractor", "(", "impact_report", ",", "component_metadata", ")", ":", "context", "=", "{", "}", "\"\"\"Initializations.\"\"\"", "extra_args", "=", "component_metadata", ".", "extra_args", "# Find out aggregation report type", "analysis_layer", "=",...	36.586777	0.00011
def my_protocol_parser(out, buf): """Parser is used with StreamParser for incremental protocol parsing. Parser is a generator function, but it is not a coroutine. Usually parsers are implemented as a state machine. more details in asyncio/parsers.py existing parsers: * HTTP protocol parsers a...	[ "def", "my_protocol_parser", "(", "out", ",", "buf", ")", ":", "while", "True", ":", "tp", "=", "yield", "from", "buf", ".", "read", "(", "5", ")", "if", "tp", "in", "(", "MSG_PING", ",", "MSG_PONG", ")", ":", "# skip line", "yield", "from", "buf", ...	37.708333	0.001078
def prodmix(I,K,a,p,epsilon,LB): """prodmix: robust production planning using soco Parameters: I - set of materials K - set of components a[i][k] - coef. matrix p[i] - price of material i LB[k] - amount needed for k Returns a model, ready to be solved. """ ...	[ "def", "prodmix", "(", "I", ",", "K", ",", "a", ",", "p", ",", "epsilon", ",", "LB", ")", ":", "model", "=", "Model", "(", "\"robust product mix\"", ")", "x", ",", "rhs", "=", "{", "}", ",", "{", "}", "for", "i", "in", "I", ":", "x", "[", "...	29.678571	0.018648
def _separable_series3(h, N=1, verbose=False): """ finds separable approximations to the 3d kernel h returns res = (hx,hy,hz)[N] s.t. h \approx sum_i einsum("i,j,k",res[i,0],res[i,1],res[i,2]) FIXME: This is just a naive and slow first try! """ hx, hy, hz = [], [], [] res = h.copy() fo...	[ "def", "_separable_series3", "(", "h", ",", "N", "=", "1", ",", "verbose", "=", "False", ")", ":", "hx", ",", "hy", ",", "hz", "=", "[", "]", ",", "[", "]", ",", "[", "]", "res", "=", "h", ".", "copy", "(", ")", "for", "i", "in", "range", ...	30	0.001901
def get_staking_leaderboard(self, round_num=0, tournament=1): """Retrieves the leaderboard of the staking competition for the given round. Args: round_num (int, optional): The round you are interested in, defaults to current round. tournament (int, option...	[ "def", "get_staking_leaderboard", "(", "self", ",", "round_num", "=", "0", ",", "tournament", "=", "1", ")", ":", "msg", "=", "\"getting stakes for tournament {} round {}\"", "self", ".", "logger", ".", "info", "(", "msg", ".", "format", "(", "tournament", ","...	38.240964	0.001229
async def setup_hostname() -> str: """ Intended to be run when the server starts. Sets the machine hostname. The machine hostname is set from the systemd-generated machine-id, which changes at every boot. Once the hostname is set, we restart avahi. This is a separate task from establishing an...	[ "async", "def", "setup_hostname", "(", ")", "->", "str", ":", "machine_id", "=", "open", "(", "'/etc/machine-id'", ")", ".", "read", "(", ")", ".", "strip", "(", ")", "hostname", "=", "machine_id", "[", ":", "6", "]", "with", "open", "(", "'/etc/hostna...	37.44898	0.000531
def get_key_pair(self, alias_name): """ Retrieves the public and private key pair associated with the specified alias name. Args: alias_name: Key pair associated with the RabbitMQ Returns: dict: RabbitMQ certificate """ uri = self.URI + "/keypair...	[ "def", "get_key_pair", "(", "self", ",", "alias_name", ")", ":", "uri", "=", "self", ".", "URI", "+", "\"/keypair/\"", "+", "alias_name", "return", "self", ".", "_client", ".", "get", "(", "uri", ")" ]	30.083333	0.008065
def from_bytes(cls, bitstream): ''' Parse the given packet and update properties accordingly ''' packet = cls() # Convert to ConstBitStream (if not already provided) if not isinstance(bitstream, ConstBitStream): if isinstance(bitstream, Bits): ...	[ "def", "from_bytes", "(", "cls", ",", "bitstream", ")", ":", "packet", "=", "cls", "(", ")", "# Convert to ConstBitStream (if not already provided)", "if", "not", "isinstance", "(", "bitstream", ",", "ConstBitStream", ")", ":", "if", "isinstance", "(", "bitstream"...	32.897959	0.001205
def scanf(format, s=None, collapseWhitespace=True): """ scanf supports the following formats: %c One character %5c 5 characters %d, %i int value %7d, %7i int value with length 7 %f float value %o octal value %X, %x hex value %s ...	[ "def", "scanf", "(", "format", ",", "s", "=", "None", ",", "collapseWhitespace", "=", "True", ")", ":", "if", "s", "is", "None", ":", "s", "=", "sys", ".", "stdin", "if", "hasattr", "(", "s", ",", "\"readline\"", ")", ":", "s", "=", "s", ".", "...	26.8	0.002058
def asDictionary(self): """ returns object as dictionary """ template = { "type" : "esriSFS", "style" : self._style, "color" : self._color, "outline" : self._outline } return template	[ "def", "asDictionary", "(", "self", ")", ":", "template", "=", "{", "\"type\"", ":", "\"esriSFS\"", ",", "\"style\"", ":", "self", ".", "_style", ",", "\"color\"", ":", "self", ".", "_color", ",", "\"outline\"", ":", "self", ".", "_outline", "}", "return...	28.333333	0.022814
def create_hdf5(output_filename, feature_count, data): """ Create a HDF5 feature files. Parameters ---------- output_filename : string name of the HDF5 file that will be created feature_count : int dimension of all features combined data : list of tuples list of (x, ...	[ "def", "create_hdf5", "(", "output_filename", ",", "feature_count", ",", "data", ")", ":", "import", "h5py", "logging", ".", "info", "(", "\"Start creating of %s hdf file\"", ",", "output_filename", ")", "x", "=", "[", "]", "y", "=", "[", "]", "for", "featur...	32.785714	0.001058
def configparser_to_backend_config(cp_instance): """ Return a config dict generated from a configparser instance. This functions main purpose is to ensure config dict values are properly typed. Note: This can be used with any ``ConfigParser`` backend instance not just the default one i...	[ "def", "configparser_to_backend_config", "(", "cp_instance", ")", ":", "def", "get_store", "(", ")", ":", "# [TODO]", "# This should be deligated to a dedicated validation function!", "store", "=", "cp_instance", ".", "get", "(", "'Backend'", ",", "'store'", ")", "if", ...	32.597222	0.002068
def random_histogram(counts, nbins, seed): """ Distribute a total number of counts on a set of bins homogenously. >>> random_histogram(1, 2, 42) array([1, 0]) >>> random_histogram(100, 5, 42) array([28, 18, 17, 19, 18]) >>> random_histogram(10000, 5, 42) array([2043, 2015, 2050, 1930, 1...	[ "def", "random_histogram", "(", "counts", ",", "nbins", ",", "seed", ")", ":", "numpy", ".", "random", ".", "seed", "(", "seed", ")", "return", "numpy", ".", "histogram", "(", "numpy", ".", "random", ".", "random", "(", "counts", ")", ",", "nbins", "...	32.538462	0.002299
def ensure(cond, args, *kwds): """ Return if a condition is true, otherwise raise a caller-configurable :py:class:`Exception` :param bool cond: the condition to be checked :param sequence args: the arguments to be passed to the exception's constructor The only accepte...	[ "def", "ensure", "(", "cond", ",", "", "args", ",", "", "*", "kwds", ")", ":", "_CHK_UNEXP", "=", "'check_condition() got an unexpected keyword argument {0}'", "raising", "=", "kwds", ".", "pop", "(", "'raising'", ",", "AssertionError", ")", "if", "kwds", ":...	35.947368	0.001427
def create(self, ospf_process_id, vrf=None): """Creates a OSPF process in the specified VRF or the default VRF. Args: ospf_process_id (str): The OSPF process Id value vrf (str): The VRF to apply this OSPF process to Returns: bool: True if th...	[ "def", "create", "(", "self", ",", "ospf_process_id", ",", "vrf", "=", "None", ")", ":", "value", "=", "int", "(", "ospf_process_id", ")", "if", "not", "0", "<", "value", "<", "65536", ":", "raise", "ValueError", "(", "'ospf as must be between 1 and 65535'",...	41.210526	0.002497
def url(self, host): """Generate url for coap client.""" path = '/'.join(str(v) for v in self._path) return 'coaps://{}:5684/{}'.format(host, path)	[ "def", "url", "(", "self", ",", "host", ")", ":", "path", "=", "'/'", ".", "join", "(", "str", "(", "v", ")", "for", "v", "in", "self", ".", "_path", ")", "return", "'coaps://{}:5684/{}'", ".", "format", "(", "host", ",", "path", ")" ]	42	0.011696

def setup_fake_forward_run(pst,new_pst_name,org_cwd='.',bak_suffix="._bak",new_cwd='.'): """setup a fake forward run for a pst. The fake forward run simply copies existing backup versions of model output files to the outfiles pest(pp) is looking for. This is really a development option for debugging ...

[ "def", "setup_fake_forward_run", "(", "pst", ",", "new_pst_name", ",", "org_cwd", "=", "'.'", ",", "bak_suffix", "=", "\"._bak\"", ",", "new_cwd", "=", "'.'", ")", ":", "if", "new_cwd", "!=", "org_cwd", "and", "not", "os", ".", "path", ".", "exists", "("...

32.686047

0.008287

def cmd(tgt, fun, arg=(), timeout=None, tgt_type='glob', ret='', kwarg=None, ssh=False, **kwargs): ''' .. versionchanged:: 2017.7.0 The ``expr_form`` argument has been renamed to ``tgt_type``, earlier releases must use ``expr_form``...

[ "def", "cmd", "(", "tgt", ",", "fun", ",", "arg", "=", "(", ")", ",", "timeout", "=", "None", ",", "tgt_type", "=", "'glob'", ",", "ret", "=", "''", ",", "kwarg", "=", "None", ",", "ssh", "=", "False", ",", "*", "*", "kwargs", ")", ":", "cfgf...

29.854167

0.001351

def role_delete(role_id=None, name=None, profile=None, **connection_args): ''' Delete a role (keystone role-delete) CLI Examples: .. code-block:: bash salt '*' keystone.role_delete c965f79c4f864eaaa9c3b41904e67082 salt '*' keystone.role_delete role_id=c965f79c4f864eaa...

[ "def", "role_delete", "(", "role_id", "=", "None", ",", "name", "=", "None", ",", "profile", "=", "None", ",", "*", "*", "connection_args", ")", ":", "kstone", "=", "auth", "(", "profile", ",", "*", "*", "connection_args", ")", "if", "name", ":", "fo...

26.129032

0.00119

def jstemplate(parser, token): """Templatetag to handle any of the Mustache-based templates. Replaces ``[[[`` and ``]]]`` with ``{{{`` and ``}}}``, ``[[`` and ``]]`` with ``{{`` and ``}}`` and ``[%`` and ``%]`` with ``{%`` and ``%}`` to avoid conflicts with Django's template engine when using any ...

[ "def", "jstemplate", "(", "parser", ",", "token", ")", ":", "nodelist", "=", "parser", ".", "parse", "(", "(", "'endjstemplate'", ",", ")", ")", "parser", ".", "delete_first_token", "(", ")", "return", "JSTemplateNode", "(", "nodelist", ")" ]

40

0.002037

def cursor_up(self, stats): """Set the cursor to position N-1 in the list.""" if 0 <= self.cursor_position - 1: self.cursor_position -= 1 else: if self._current_page - 1 < 0 : self._current_page = self._page_max - 1 self.cursor_position = (...

[ "def", "cursor_up", "(", "self", ",", "stats", ")", ":", "if", "0", "<=", "self", ".", "cursor_position", "-", "1", ":", "self", ".", "cursor_position", "-=", "1", "else", ":", "if", "self", ".", "_current_page", "-", "1", "<", "0", ":", "self", "....

42.818182

0.008316

def beautify_date(inasafe_time, feature, parent): """Given an InaSAFE analysis time, it will convert it to a date with year-month-date format. For instance: * beautify_date( @start_datetime ) -> will convert datetime provided by qgis_variable. """ _ = feature, parent # NOQA datet...

[ "def", "beautify_date", "(", "inasafe_time", ",", "feature", ",", "parent", ")", ":", "_", "=", "feature", ",", "parent", "# NOQA", "datetime_object", "=", "parse", "(", "inasafe_time", ")", "date", "=", "datetime_object", ".", "strftime", "(", "'%Y-%m-%d'", ...

33.75

0.002404

def _read_range(self, start, end=0): """ Read a range of bytes in stream. Args: start (int): Start stream position. end (int): End stream position. 0 To not specify end. Returns: bytes: number of bytes read """ if star...

[ "def", "_read_range", "(", "self", ",", "start", ",", "end", "=", "0", ")", ":", "if", "start", ">=", "self", ".", "_size", ":", "# EOF. Do not detect using 416 (Out of range) error, 200 returned.", "return", "bytes", "(", ")", "# Get object bytes range", "with", ...

31.52

0.002463

def run(self) -> None: """ Read lines and put them on the queue. """ fd = self._fd encoding = self._encoding line_terminators = self._line_terminators queue = self._queue buf = "" while True: try: c = fd.read(1).decode(e...

[ "def", "run", "(", "self", ")", "->", "None", ":", "fd", "=", "self", ".", "_fd", "encoding", "=", "self", ".", "_encoding", "line_terminators", "=", "self", ".", "_line_terminators", "queue", "=", "self", ".", "_queue", "buf", "=", "\"\"", "while", "T...

34.090909

0.001729

def request_timestamp(self): """ The timestamp of the request in ISO8601 YYYYMMDD'T'HHMMSS'Z' format. If this is not available in the query parameters or headers, or the value is not a valid format for AWS SigV4, an AttributeError exception is raised. """ amz_dat...

[ "def", "request_timestamp", "(", "self", ")", ":", "amz_date", "=", "self", ".", "query_parameters", ".", "get", "(", "_x_amz_date", ")", "if", "amz_date", "is", "not", "None", ":", "amz_date", "=", "amz_date", "[", "0", "]", "else", ":", "amz_date", "="...

42.741935

0.002214

def _translate_limit(self, len_, start, num): """ Translate limit to valid bounds. """ if start > len_ or num <= 0: return 0, 0 return min(start, len_), num

[ "def", "_translate_limit", "(", "self", ",", "len_", ",", "start", ",", "num", ")", ":", "if", "start", ">", "len_", "or", "num", "<=", "0", ":", "return", "0", ",", "0", "return", "min", "(", "start", ",", "len_", ")", ",", "num" ]

28.857143

0.009615

def _backup_file(path): """ Backup a file but never overwrite an existing backup file """ backup_base = '/var/local/woven-backup' backup_path = ''.join([backup_base,path]) if not exists(backup_path): directory = ''.join([backup_base,os.path.split(path)[0]]) sudo('mkdir -p %s'% di...

[ "def", "_backup_file", "(", "path", ")", ":", "backup_base", "=", "'/var/local/woven-backup'", "backup_path", "=", "''", ".", "join", "(", "[", "backup_base", ",", "path", "]", ")", "if", "not", "exists", "(", "backup_path", ")", ":", "directory", "=", "''...

36.4

0.016086

def hash_data(data, hasher=NoParam, base=NoParam, types=False, hashlen=NoParam, convert=False): """ Get a unique hash depending on the state of the data. Args: data (object): Any sort of loosely organized data hasher (str or HASHER): Hash algorithm fro...

[ "def", "hash_data", "(", "data", ",", "hasher", "=", "NoParam", ",", "base", "=", "NoParam", ",", "types", "=", "False", ",", "hashlen", "=", "NoParam", ",", "convert", "=", "False", ")", ":", "if", "convert", "and", "isinstance", "(", "data", ",", "...

35.737705

0.001339

def transformFromNative(obj): """ Replace the Name in obj.value with a string. """ obj.isNative = False obj.value = serializeFields(obj.value, NAME_ORDER) return obj

[ "def", "transformFromNative", "(", "obj", ")", ":", "obj", ".", "isNative", "=", "False", "obj", ".", "value", "=", "serializeFields", "(", "obj", ".", "value", ",", "NAME_ORDER", ")", "return", "obj" ]

29.571429

0.00939

def set_dict_options(self, options): """for dictionary-like inputs (as object in Javascript) options must be in python dictionary format """ if isinstance(options, dict): for key, option_data in options.items(): self.set_options(key, option_data) else:...

[ "def", "set_dict_options", "(", "self", ",", "options", ")", ":", "if", "isinstance", "(", "options", ",", "dict", ")", ":", "for", "key", ",", "option_data", "in", "options", ".", "items", "(", ")", ":", "self", ".", "set_options", "(", "key", ",", ...

46.333333

0.009412

def get_return_code(self, stderr=STDOUT): """Executes a simple external command and return its exit status :param stderr: where to put stderr :return: return code of command """ args = shlex.split(self.cmd) return call(args, stdout=PIPE, stderr=stderr)

[ "def", "get_return_code", "(", "self", ",", "stderr", "=", "STDOUT", ")", ":", "args", "=", "shlex", ".", "split", "(", "self", ".", "cmd", ")", "return", "call", "(", "args", ",", "stdout", "=", "PIPE", ",", "stderr", "=", "stderr", ")" ]

37.75

0.009709

def write_ensemble(ensemble, options): """ Prints out the ensemble composition at each size """ # set output file name size = len(ensemble) filename = '%s_%s_queries.csv' % (options.outname, size) file = os.path.join(os.getcwd(), filename) f = open(file, 'w') out = ', '.join(ensemble) ...

[ "def", "write_ensemble", "(", "ensemble", ",", "options", ")", ":", "# set output file name", "size", "=", "len", "(", "ensemble", ")", "filename", "=", "'%s_%s_queries.csv'", "%", "(", "options", ".", "outname", ",", "size", ")", "file", "=", "os", ".", "...

19.705882

0.014245

def get_safari_navigation_bar_height(self): """Get the height of Safari navigation bar :returns: height of navigation bar """ status_bar_height = 0 if self.driver_wrapper.is_ios_test() and self.driver_wrapper.is_web_test(): # ios 7.1, 8.3 status_bar_heigh...

[ "def", "get_safari_navigation_bar_height", "(", "self", ")", ":", "status_bar_height", "=", "0", "if", "self", ".", "driver_wrapper", ".", "is_ios_test", "(", ")", "and", "self", ".", "driver_wrapper", ".", "is_web_test", "(", ")", ":", "# ios 7.1, 8.3", "status...

35

0.008357

def main(in_base, out_base, compiled_files, source_files, outfile=None, showasm=None, showast=False, do_verify=False, showgrammar=False, raise_on_error=False, do_linemaps=False, do_fragments=False): """ in_base base directory for input files out_base base directory for output file...

[ "def", "main", "(", "in_base", ",", "out_base", ",", "compiled_files", ",", "source_files", ",", "outfile", "=", "None", ",", "showasm", "=", "None", ",", "showast", "=", "False", ",", "do_verify", "=", "False", ",", "showgrammar", "=", "False", ",", "ra...

41.189944

0.001722

def _get_args_and_errors(self, minuit=None, args=None, errors=None): """ consistent algorithm to get argument and errors 1) get it from minuit if minuit is available 2) if not get it from args and errors 2.1) if args is dict parse it. 3) if all else fail get it from self.last_arg """ ret...

[ "def", "_get_args_and_errors", "(", "self", ",", "minuit", "=", "None", ",", "args", "=", "None", ",", "errors", "=", "None", ")", ":", "ret_arg", "=", "None", "ret_error", "=", "None", "if", "minuit", "is", "not", "None", ":", "# case 1", "ret_arg", "...

28.214286

0.001224

def increase_index_ordered_list(header_type_count: dict, header_type_prev: int, header_type_curr: int, parser: str = 'github'): r"""Compute the current index for ordered list table of contents. :parameter header_typ...

[ "def", "increase_index_ordered_list", "(", "header_type_count", ":", "dict", ",", "header_type_prev", ":", "int", ",", "header_type_curr", ":", "int", ",", "parser", ":", "str", "=", "'github'", ")", ":", "# header_type_prev might be 0 while header_type_curr can't.", "a...

42.459459

0.000622

def euclidean(a, b): "Returns euclidean distance between a and b" return np.linalg.norm(np.subtract(a, b))

[ "def", "euclidean", "(", "a", ",", "b", ")", ":", "return", "np", ".", "linalg", ".", "norm", "(", "np", ".", "subtract", "(", "a", ",", "b", ")", ")" ]

37.333333

0.008772

def _dump_multipolygon(obj, decimals): """ Dump a GeoJSON-like MultiPolygon object to WKT. Input parameters and return value are the MULTIPOLYGON equivalent to :func:`_dump_point`. """ coords = obj['coordinates'] mp = 'MULTIPOLYGON (%s)' polys = ( # join the polygons in the mul...

[ "def", "_dump_multipolygon", "(", "obj", ",", "decimals", ")", ":", "coords", "=", "obj", "[", "'coordinates'", "]", "mp", "=", "'MULTIPOLYGON (%s)'", "polys", "=", "(", "# join the polygons in the multipolygon", "', '", ".", "join", "(", "# join the rings in a poly...

30.111111

0.001192

def make_desktop_entry(d): """ Create a desktop entry that conforms to the format of the Desktop Entry Specification by freedesktop.org. See: http://freedesktop.org/Standards/desktop-entry-spec These should work for both KDE and Gnome2 An entry is a .desktop file that includes the appl...

[ "def", "make_desktop_entry", "(", "d", ")", ":", "assert", "d", "[", "'path'", "]", ".", "endswith", "(", "'.desktop'", ")", "# default values", "d", ".", "setdefault", "(", "'comment'", ",", "''", ")", "d", ".", "setdefault", "(", "'icon'", ",", "''", ...

25.488372

0.000879

def _get_package_data(): """Iterate over the `init` dir for directories and returns all files within them. Only files within `binaries` and `templates` will be added. """ from os import listdir as ls from os.path import join as jn x = 'init' b = jn('serv', x) dr = ['binaries', 'tem...

[ "def", "_get_package_data", "(", ")", ":", "from", "os", "import", "listdir", "as", "ls", "from", "os", ".", "path", "import", "join", "as", "jn", "x", "=", "'init'", "b", "=", "jn", "(", "'serv'", ",", "x", ")", "dr", "=", "[", "'binaries'", ",", ...

29.923077

0.002494

def stop(self): """Stop the sensor. """ if not self._running: return self._weight_subscriber.unregister() self._running = False

[ "def", "stop", "(", "self", ")", ":", "if", "not", "self", ".", "_running", ":", "return", "self", ".", "_weight_subscriber", ".", "unregister", "(", ")", "self", ".", "_running", "=", "False" ]

24.714286

0.011173

def engine(self): """Return Render Engine.""" return self.backend({ 'APP_DIRS': True, 'DIRS': [str(ROOT / self.backend.app_dirname)], 'NAME': 'djangoforms', 'OPTIONS': {}, })

[ "def", "engine", "(", "self", ")", ":", "return", "self", ".", "backend", "(", "{", "'APP_DIRS'", ":", "True", ",", "'DIRS'", ":", "[", "str", "(", "ROOT", "/", "self", ".", "backend", ".", "app_dirname", ")", "]", ",", "'NAME'", ":", "'djangoforms'"...

29.875

0.00813

def update(self, session, title=None, bulletin=None, desc=None): '''taobao.shop.remainshowcase.get 获取卖家店铺剩余橱窗数量目前只支持标题、公告和描述的更新''' request = TOPRequest('taobao.shop.remainshowcase.get') if title!=None: request['title'] = title if bulletin!=None: request['bulletin'] = bu...

[ "def", "update", "(", "self", ",", "session", ",", "title", "=", "None", ",", "bulletin", "=", "None", ",", "desc", "=", "None", ")", ":", "request", "=", "TOPRequest", "(", "'taobao.shop.remainshowcase.get'", ")", "if", "title", "!=", "None", ":", "requ...

44.3

0.026549

def is_device_mounted(device): '''Given a device path, return True if that device is mounted, and False if it isn't. :param device: str: Full path of the device to check. :returns: boolean: True if the path represents a mounted device, False if it doesn't. ''' try: out = check_o...

[ "def", "is_device_mounted", "(", "device", ")", ":", "try", ":", "out", "=", "check_output", "(", "[", "'lsblk'", ",", "'-P'", ",", "device", "]", ")", ".", "decode", "(", "'UTF-8'", ")", "except", "Exception", ":", "return", "False", "return", "bool", ...

34.538462

0.002169

def read_int(self): """Reads an integer from the packet""" format = '!I' length = struct.calcsize(format) info = struct.unpack(format, self.data[self.offset:self.offset + length]) self.offset += length return info[0]

[ "def", "read_int", "(", "self", ")", ":", "format", "=", "'!I'", "length", "=", "struct", ".", "calcsize", "(", "format", ")", "info", "=", "struct", ".", "unpack", "(", "format", ",", "self", ".", "data", "[", "self", ".", "offset", ":", "self", "...

34.125

0.010714

def calc_acceleration_bca(jackknife_replicates): """ Calculate the acceleration constant for the Bias Corrected and Accelerated (BCa) bootstrap confidence intervals. Parameters ---------- jackknife_replicates : 2D ndarray. Each row should correspond to a different jackknife parameter sa...

[ "def", "calc_acceleration_bca", "(", "jackknife_replicates", ")", ":", "# Get the mean of the bootstrapped statistics.", "jackknife_mean", "=", "jackknife_replicates", ".", "mean", "(", "axis", "=", "0", ")", "[", "None", ",", ":", "]", "# Calculate the differences betwee...

41.25641

0.000607

def getRaDecs(self, mods): """Internal function converting cartesian coords to ra dec""" raDecOut = np.empty( (len(mods), 5)) raDecOut[:,0:3] = mods[:,0:3] for i, row in enumerate(mods): raDecOut[i, 3:5] = r.raDecFromVec(row[3:6]) return raDecOut

[ "def", "getRaDecs", "(", "self", ",", "mods", ")", ":", "raDecOut", "=", "np", ".", "empty", "(", "(", "len", "(", "mods", ")", ",", "5", ")", ")", "raDecOut", "[", ":", ",", "0", ":", "3", "]", "=", "mods", "[", ":", ",", "0", ":", "3", ...

33.222222

0.016287

def camel_case(arg, capitalize=None): """Converts given text with whitespaces between words into equivalent camel-cased one. :param capitalize: Whether result will have first letter upper case (True), lower case (False), or left as is (None, default). :return: String turned into...

[ "def", "camel_case", "(", "arg", ",", "capitalize", "=", "None", ")", ":", "ensure_string", "(", "arg", ")", "if", "not", "arg", ":", "return", "arg", "words", "=", "split", "(", "arg", ")", "first_word", "=", "words", "[", "0", "]", "if", "len", "...

31.8

0.001221

def parse_options(): """ parse_options() -> opts, args Parse any command-line options given returning both the parsed options and arguments. """ parser = optparse.OptionParser(usage=USAGE, version=VERSION) parser.add_option("-o", "--ontology", action="store", type="string", default="", dest="ontology", ...

[ "def", "parse_options", "(", ")", ":", "parser", "=", "optparse", ".", "OptionParser", "(", "usage", "=", "USAGE", ",", "version", "=", "VERSION", ")", "parser", ".", "add_option", "(", "\"-o\"", ",", "\"--ontology\"", ",", "action", "=", "\"store\"", ",",...

23.190476

0.033531

def edit(parent, profile): """ Edits the given profile. :param parent | <QWidget> profile | <projexui.widgets.xviewwidget.XViewProfile> :return <bool> """ dlg = XViewProfileDialog(parent) dlg.setProfile(pro...

[ "def", "edit", "(", "parent", ",", "profile", ")", ":", "dlg", "=", "XViewProfileDialog", "(", "parent", ")", "dlg", ".", "setProfile", "(", "profile", ")", "if", "(", "dlg", ".", "exec_", "(", ")", ")", ":", "return", "True", "return", "False" ]

27.714286

0.014963

def key_dict( from_dict ): """Returns dict from_dict['unicode_save_field'] = 'original key with unicode' """ new_dict = {} old2new = {} new2old = {} for key in from_dict: k = normalizeUnicode(key,'identifier') if k != key: i = '' while new_dict.has_key("%s%s" % (k,i) ): if not i: i = 1 else:...

[ "def", "key_dict", "(", "from_dict", ")", ":", "new_dict", "=", "{", "}", "old2new", "=", "{", "}", "new2old", "=", "{", "}", "for", "key", "in", "from_dict", ":", "k", "=", "normalizeUnicode", "(", "key", ",", "'identifier'", ")", "if", "k", "!=", ...

24.263158

0.056367

def availability_set_get(name, resource_group, **kwargs): ''' .. versionadded:: 2019.2.0 Get a dictionary representing an availability set's properties. :param name: The availability set to get. :param resource_group: The resource group name assigned to the availability set. CLI Exam...

[ "def", "availability_set_get", "(", "name", ",", "resource_group", ",", "*", "*", "kwargs", ")", ":", "compconn", "=", "__utils__", "[", "'azurearm.get_client'", "]", "(", "'compute'", ",", "*", "*", "kwargs", ")", "try", ":", "av_set", "=", "compconn", "....

26.645161

0.001168

def pipe_rename(context=None, _INPUT=None, conf=None, **kwargs): """An operator that renames or copies fields in the input source. Not loopable. Parameters ---------- context : pipe2py.Context object _INPUT : pipe2py.modules pipe like object (iterable of items) conf : { 'RULE': [ ...

[ "def", "pipe_rename", "(", "context", "=", "None", ",", "_INPUT", "=", "None", ",", "conf", "=", "None", ",", "*", "*", "kwargs", ")", ":", "splits", "=", "get_splits", "(", "_INPUT", ",", "conf", "[", "'RULE'", "]", ",", "*", "*", "cdicts", "(", ...

27.888889

0.001284

def get_client(self): """Get cache client. """ backend_class = import_string(current_app.config.get('CACHE_BACKEND')) backend = backend_class(**current_app.config.get('CACHE_BACKEND_OPTIONS')) return backend

[ "def", "get_client", "(", "self", ")", ":", "backend_class", "=", "import_string", "(", "current_app", ".", "config", ".", "get", "(", "'CACHE_BACKEND'", ")", ")", "backend", "=", "backend_class", "(", "*", "*", "current_app", ".", "config", ".", "get", "(...

40.333333

0.012146

def get_top_pathologies(graph, n: Optional[int] = 15) -> List[Tuple[BaseEntity, int]]: """Get the top highest relationship-having edges in the graph by BEL. :param pybel.BELGraph graph: A BEL graph :param n: The number of top connected pathologies to return. If None, returns all nodes """ return co...

[ "def", "get_top_pathologies", "(", "graph", ",", "n", ":", "Optional", "[", "int", "]", "=", "15", ")", "->", "List", "[", "Tuple", "[", "BaseEntity", ",", "int", "]", "]", ":", "return", "count_pathologies", "(", "graph", ")", ".", "most_common", "(",...

50.142857

0.008403

def transactional(ignore_redirects=True): ''' If utilizing the :mod:`pecan.hooks` ``TransactionHook``, allows you to flag a controller method or class as being wrapped in a transaction, regardless of HTTP method. :param ignore_redirects: Indicates if the hook should ignore redirects ...

[ "def", "transactional", "(", "ignore_redirects", "=", "True", ")", ":", "def", "deco", "(", "f", ")", ":", "if", "isclass", "(", "f", ")", ":", "for", "meth", "in", "[", "m", "[", "1", "]", "for", "m", "in", "getmembers", "(", "f", ")", "if", "...

36.241379

0.000927

def get_addon_module_name(addonxml_filename): '''Attempts to extract a module name for the given addon's addon.xml file. Looks for the 'xbmc.python.pluginsource' extension node and returns the addon's filename without the .py suffix. ''' try: xml = ET.parse(addonxml_filename).getroot() e...

[ "def", "get_addon_module_name", "(", "addonxml_filename", ")", ":", "try", ":", "xml", "=", "ET", ".", "parse", "(", "addonxml_filename", ")", ".", "getroot", "(", ")", "except", "IOError", ":", "sys", ".", "exit", "(", "'Cannot find an addon.xml file in the cur...

41.842105

0.00123

def get_table_fields(self, db_table): """ Gets table fields from schema. """ db_table_desc = self.introspection.get_table_description(self.cursor, db_table) return [t[0] for t in db_table_desc]

[ "def", "get_table_fields", "(", "self", ",", "db_table", ")", ":", "db_table_desc", "=", "self", ".", "introspection", ".", "get_table_description", "(", "self", ".", "cursor", ",", "db_table", ")", "return", "[", "t", "[", "0", "]", "for", "t", "in", "d...

38

0.012876

def get_file_contents(path): """ Get the contents of a file. """ with open(path, 'rb') as fp: # mitogen.core.Blob() is a bytes subclass with a repr() that returns a # summary of the blob, rather than the raw blob data. This makes # logging output *much* nicer. Unlike most custom ...

[ "def", "get_file_contents", "(", "path", ")", ":", "with", "open", "(", "path", ",", "'rb'", ")", "as", "fp", ":", "# mitogen.core.Blob() is a bytes subclass with a repr() that returns a", "# summary of the blob, rather than the raw blob data. This makes", "# logging output *much...

39.6

0.002469

def get_device_info_for_agent(self, context, hosting_device_db): """Returns information about <hosting_device> needed by config agent. Convenience function that service plugins can use to populate their resources with information about the device hosting their logical resource....

[ "def", "get_device_info_for_agent", "(", "self", ",", "context", ",", "hosting_device_db", ")", ":", "template", "=", "hosting_device_db", ".", "template", "mgmt_port", "=", "hosting_device_db", ".", "management_port", "mgmt_ip", "=", "(", "mgmt_port", "[", "'fixed_...

52.041667

0.001572

def parse_individual(self, individual): """Converts a deap individual into a full list of parameters. Parameters ---------- individual: deap individual from optimization Details vary according to type of optimization, but parameters within deap individual are alwa...

[ "def", "parse_individual", "(", "self", ",", "individual", ")", ":", "scaled_ind", "=", "[", "]", "for", "i", "in", "range", "(", "len", "(", "self", ".", "_params", "[", "'value_means'", "]", ")", ")", ":", "scaled_ind", ".", "append", "(", "self", ...

42.32

0.001848

def mmGetMetricStabilityConfusion(self): """ For each iteration that doesn't follow a reset, looks at every other iteration for the same world that doesn't follow a reset, and computes the number of bits that show up in one or the other set of active cells for that iteration, but not both. This metr...

[ "def", "mmGetMetricStabilityConfusion", "(", "self", ")", ":", "self", ".", "_mmComputeSequenceRepresentationData", "(", ")", "numbers", "=", "self", ".", "_mmData", "[", "\"stabilityConfusion\"", "]", "return", "Metric", "(", "self", ",", "\"stability confusion\"", ...

43.615385

0.001727

def _get_stdout(stderr=False): """ This utility function contains the logic to determine what streams to use by default for standard out/err. Typically this will just return `sys.stdout`, but it contains additional logic for use in IPython on Windows to determine the correct stream to use (usua...

[ "def", "_get_stdout", "(", "stderr", "=", "False", ")", ":", "if", "stderr", ":", "stream", "=", "'stderr'", "else", ":", "stream", "=", "'stdout'", "sys_stream", "=", "getattr", "(", "sys", ",", "stream", ")", "if", "IPythonIOStream", "is", "None", ":",...

29.551724

0.00113

def list_tab(user): ''' Return the contents of the specified user's incrontab CLI Example: .. code-block:: bash salt '*' incron.list_tab root ''' if user == 'system': data = raw_system_incron() else: data = raw_incron(user) log.debug('incron user data %s', ...

[ "def", "list_tab", "(", "user", ")", ":", "if", "user", "==", "'system'", ":", "data", "=", "raw_system_incron", "(", ")", "else", ":", "data", "=", "raw_incron", "(", "user", ")", "log", ".", "debug", "(", "'incron user data %s'", ",", "data", ")", "r...

26.794872

0.000923

def convert_models_for_lang(language): """Convert old SingleByteCharSetModels for the given language""" # Validate language language = language.title() lang_metadata = LANGUAGES.get(language) if not lang_metadata: raise ValueError('Unknown language: {}. If you are adding a model for a' ...

[ "def", "convert_models_for_lang", "(", "language", ")", ":", "# Validate language", "language", "=", "language", ".", "title", "(", ")", "lang_metadata", "=", "LANGUAGES", ".", "get", "(", "language", ")", "if", "not", "lang_metadata", ":", "raise", "ValueError"...

47.292453

0.001758

def build_java_docs(app): """build java docs and then move the outdir""" java_path = app.builder.srcdir + '/../scala-package' java_doc_sources = 'find . -type f -name "*.scala" | egrep \"\.\/core|\.\/infer\" | egrep \"\/javaapi\" | egrep -v \"Suite\"' java_doc_classpath = ':'.join([ '`find nativ...

[ "def", "build_java_docs", "(", "app", ")", ":", "java_path", "=", "app", ".", "builder", ".", "srcdir", "+", "'/../scala-package'", "java_doc_sources", "=", "'find . -type f -name \"*.scala\" | egrep \\\"\\.\\/core|\\.\\/infer\\\" | egrep \\\"\\/javaapi\\\" | egrep -v \\\"Suite\\\"...

55.611111

0.008841

def _options(self, **kwargs): """ Formats search parameters/values for use with API :param \*\*kwargs: search parameters/values """ def _format_fq(d): for k,v in d.items(): if isinstance(v, list): d[k] = ' '.join(m...

[ "def", "_options", "(", "self", ",", "*", "*", "kwargs", ")", ":", "def", "_format_fq", "(", "d", ")", ":", "for", "k", ",", "v", "in", "d", ".", "items", "(", ")", ":", "if", "isinstance", "(", "v", ",", "list", ")", ":", "d", "[", "k", "]...

29.727273

0.012833

def summary_gradient_updates(grads, opt, lr): """get summary ops for the magnitude of gradient updates""" # strategy: # make a dict of variable name -> [variable, grad, adagrad slot] vars_grads = {} for v in tf.trainable_variables(): vars_grads[v.name] = [v, None, None] for g, v in grad...

[ "def", "summary_gradient_updates", "(", "grads", ",", "opt", ",", "lr", ")", ":", "# strategy:", "# make a dict of variable name -> [variable, grad, adagrad slot]", "vars_grads", "=", "{", "}", "for", "v", "in", "tf", ".", "trainable_variables", "(", ")", ":", "vars...

32.970588

0.001733

def run_module_async(kwargs, job_id, timeout_secs, started_sender, econtext): """ Execute a module with its run status and result written to a file, terminating on the process on completion. This function must run in a child forked using :func:`create_fork_child`. @param mitogen.core.Sender started...

[ "def", "run_module_async", "(", "kwargs", ",", "job_id", ",", "timeout_secs", ",", "started_sender", ",", "econtext", ")", ":", "arunner", "=", "AsyncRunner", "(", "job_id", ",", "timeout_secs", ",", "started_sender", ",", "econtext", ",", "kwargs", ")", "arun...

40.190476

0.001157

def jtosparse(j): """ Generate sparse matrix coordinates from 3-D Jacobian. """ data = j.flatten().tolist() nobs, nf, nargs = j.shape indices = zip(*[(r, c) for n in xrange(nobs) for r in xrange(n * nf, (n + 1) * nf) for c in xrange(n * nargs, (n +...

[ "def", "jtosparse", "(", "j", ")", ":", "data", "=", "j", ".", "flatten", "(", ")", ".", "tolist", "(", ")", "nobs", ",", "nf", ",", "nargs", "=", "j", ".", "shape", "indices", "=", "zip", "(", "*", "[", "(", "r", ",", "c", ")", "for", "n",...

39.8

0.002457

def _apply_pipeline_and_get_build_instance(self, X_factory, mX_factory, category_idx_store, df, pars...

[ "def", "_apply_pipeline_and_get_build_instance", "(", "self", ",", "X_factory", ",", "mX_factory", ",", "category_idx_store", ",", "df", ",", "parse_pipeline", ",", "term_idx_store", ",", "metadata_idx_store", ",", "y", ")", ":", "df", ".", "apply", "(", "parse_pi...

27.638889

0.057282

def __write_view_tmpl(tag_key, tag_list): ''' Generate the HTML file for viewing. :param tag_key: key of the tags. :param tag_list: list of the tags. :return: None ''' view_file = os.path.join(OUT_DIR, 'view', 'view_' + tag_key.split('_')[1] + '.html') view_widget_arr = [] for sig in...

[ "def", "__write_view_tmpl", "(", "tag_key", ",", "tag_list", ")", ":", "view_file", "=", "os", ".", "path", ".", "join", "(", "OUT_DIR", ",", "'view'", ",", "'view_'", "+", "tag_key", ".", "split", "(", "'_'", ")", "[", "1", "]", "+", "'.html'", ")",...

35.645833

0.001706

def get_placement_group_dict(): """Returns dictionary of {placement_group_name: (state, strategy)}""" client = get_ec2_client() response = client.describe_placement_groups() assert is_good_response(response) result = OrderedDict() ec2 = get_ec2_resource() for placement_group_response in response['Placem...

[ "def", "get_placement_group_dict", "(", ")", ":", "client", "=", "get_ec2_client", "(", ")", "response", "=", "client", ".", "describe_placement_groups", "(", ")", "assert", "is_good_response", "(", "response", ")", "result", "=", "OrderedDict", "(", ")", "ec2",...

32.941176

0.019097

def list_data( self, previous_data=False, prompt=False, console_row=False, console_row_to_cursor=False, console_row_from_cursor=False ): """ Return list of strings. Where each string is fitted to windows width. Parameters are the same as they are in :meth:`.WConsoleWindow.data` method :return: list of str ...

[ "def", "list_data", "(", "self", ",", "previous_data", "=", "False", ",", "prompt", "=", "False", ",", "console_row", "=", "False", ",", "console_row_to_cursor", "=", "False", ",", "console_row_from_cursor", "=", "False", ")", ":", "return", "self", ".", "sp...

36.25

0.03139

def diff(arr, n, axis=0): """ difference of n between self, analogous to s-s.shift(n) Parameters ---------- arr : ndarray n : int number of periods axis : int axis to shift on Returns ------- shifted """ n = int(n) na = np.nan dtype = arr.d...

[ "def", "diff", "(", "arr", ",", "n", ",", "axis", "=", "0", ")", ":", "n", "=", "int", "(", "n", ")", "na", "=", "np", ".", "nan", "dtype", "=", "arr", ".", "dtype", "is_timedelta", "=", "False", "if", "needs_i8_conversion", "(", "arr", ")", ":...

26.0125

0.000463

def CloseHandle(self): '''Releases a handle acquired with VMGuestLib_OpenHandle''' if hasattr(self, 'handle'): ret = vmGuestLib.VMGuestLib_CloseHandle(self.handle.value) if ret != VMGUESTLIB_ERROR_SUCCESS: raise VMGuestLibException(ret) del(self.handle)

[ "def", "CloseHandle", "(", "self", ")", ":", "if", "hasattr", "(", "self", ",", "'handle'", ")", ":", "ret", "=", "vmGuestLib", ".", "VMGuestLib_CloseHandle", "(", "self", ".", "handle", ".", "value", ")", "if", "ret", "!=", "VMGUESTLIB_ERROR_SUCCESS", ":"...

50

0.009836

def traverse_levelorder(self, leaves=True, internal=True): '''Perform a levelorder traversal starting at this ``Node`` object Args: ``leaves`` (``bool``): ``True`` to include leaves, otherwise ``False`` ``internal`` (``bool``): ``True`` to include internal nodes, otherwise ``Fa...

[ "def", "traverse_levelorder", "(", "self", ",", "leaves", "=", "True", ",", "internal", "=", "True", ")", ":", "q", "=", "deque", "(", ")", "q", ".", "append", "(", "self", ")", "while", "len", "(", "q", ")", "!=", "0", ":", "n", "=", "q", ".",...

39.071429

0.008929

def decrease_posts_count_after_post_deletion(sender, instance, **kwargs): """ Decreases the member's post count after a post deletion. This receiver handles the deletion of a forum post: the posts count related to the post's author is decreased. """ if not instance.approved: # If a post has...

[ "def", "decrease_posts_count_after_post_deletion", "(", "sender", ",", "instance", ",", "*", "*", "kwargs", ")", ":", "if", "not", "instance", ".", "approved", ":", "# If a post has not been approved, it has not been counted.", "# So do not decrement count", "return", "try"...

37.851852

0.001908

def unique_field(self, field_name): """set a unique field to be selected, this is automatically called when you do unique_FIELDNAME(...)""" self.fields_set.options["unique"] = True return self.select_field(field_name)

[ "def", "unique_field", "(", "self", ",", "field_name", ")", ":", "self", ".", "fields_set", ".", "options", "[", "\"unique\"", "]", "=", "True", "return", "self", ".", "select_field", "(", "field_name", ")" ]

59.5

0.012448

def turn_off(self, device_id, name): """Create the message to turn light or switch off.""" msg = "!%sF0|Turn Off|%s" % (device_id, name) self._send_message(msg)

[ "def", "turn_off", "(", "self", ",", "device_id", ",", "name", ")", ":", "msg", "=", "\"!%sF0|Turn Off|%s\"", "%", "(", "device_id", ",", "name", ")", "self", ".", "_send_message", "(", "msg", ")" ]

45.25

0.01087

def emit_toi_stats(toi_set, peripherals): """ Calculates new TOI stats and emits them via statsd. """ count_by_zoom = defaultdict(int) total = 0 for coord_int in toi_set: coord = coord_unmarshall_int(coord_int) count_by_zoom[coord.zoom] += 1 total += 1 peripherals.s...

[ "def", "emit_toi_stats", "(", "toi_set", ",", "peripherals", ")", ":", "count_by_zoom", "=", "defaultdict", "(", "int", ")", "total", "=", "0", "for", "coord_int", "in", "toi_set", ":", "coord", "=", "coord_unmarshall_int", "(", "coord_int", ")", "count_by_zoo...

28.666667

0.001876

def _asdict(self): """Return a dictionary representation of the current prompt.""" with self._cond: if self._prompt is None: return return {'id': self._prompt.id, 'message': self._prompt.message, 'text-input': self._prompt.text_input}

[ "def", "_asdict", "(", "self", ")", ":", "with", "self", ".", "_cond", ":", "if", "self", ".", "_prompt", "is", "None", ":", "return", "return", "{", "'id'", ":", "self", ".", "_prompt", ".", "id", ",", "'message'", ":", "self", ".", "_prompt", "."...

35.375

0.010345

def _create_attachment(self, filename, content, mimetype=None): """Convert the filename, content, mimetype triple to attachment.""" if mimetype is None: mimetype, _ = mimetypes.guess_type(filename) if mimetype is None: mimetype = DEFAULT_ATTACHMENT_MIME_TYPE ...

[ "def", "_create_attachment", "(", "self", ",", "filename", ",", "content", ",", "mimetype", "=", "None", ")", ":", "if", "mimetype", "is", "None", ":", "mimetype", ",", "_", "=", "mimetypes", ".", "guess_type", "(", "filename", ")", "if", "mimetype", "is...

42.857143

0.002174

def _phase_kuramoto(self, teta, t, argv): """! @brief Overrided method for calculation of oscillator phase. @param[in] teta (double): Current value of phase. @param[in] t (double): Time (can be ignored). @param[in] argv (uint): Index of oscillator whose phase repre...

[ "def", "_phase_kuramoto", "(", "self", ",", "teta", ",", "t", ",", "argv", ")", ":", "index", "=", "argv", "# index of oscillator\r", "phase", "=", "0.0", "# phase of a specified oscillator that will calculated in line with current env. states.\r", "neighbors", "=", "self...

39.5

0.021183

def query(botcust2, message): """Sends a message to Mitsuku and retrieves the reply Args: botcust2 (str): The botcust2 identifier message (str): The message to send to Mitsuku Returns: reply (str): The message Mitsuku sent back """ logger.debug("Getting Mitsuku reply") ...

[ "def", "query", "(", "botcust2", ",", "message", ")", ":", "logger", ".", "debug", "(", "\"Getting Mitsuku reply\"", ")", "# Set up http request packages", "params", "=", "{", "'botid'", ":", "'f6a012073e345a08'", ",", "'amp;skin'", ":", "'chat'", "}", "headers", ...

30.898305

0.001063

def Emulation_setNavigatorOverrides(self, platform): """ Function path: Emulation.setNavigatorOverrides Domain: Emulation Method name: setNavigatorOverrides WARNING: This function is marked 'Experimental'! Parameters: Required arguments: 'platform' (type: string) -> The platform navigator...

[ "def", "Emulation_setNavigatorOverrides", "(", "self", ",", "platform", ")", ":", "assert", "isinstance", "(", "platform", ",", "(", "str", ",", ")", ")", ",", "\"Argument 'platform' must be of type '['str']'. Received type: '%s'\"", "%", "type", "(", "platform", ")",...

33

0.044881

def get_provider(cls, scm_name: str, conf) -> SourceControl: """Load and return named SCM provider instance. :param conf: A yabt.config.Config object used to initialize the SCM provider instance. :raises KeyError: If no SCM provider with name `scm_name` registered. ...

[ "def", "get_provider", "(", "cls", ",", "scm_name", ":", "str", ",", "conf", ")", "->", "SourceControl", ":", "for", "entry_point", "in", "pkg_resources", ".", "iter_entry_points", "(", "'yabt.scm'", ",", "scm_name", ")", ":", "entry_point", ".", "load", "("...

49.764706

0.00232

def device_uuid(self): """Return device UUID.""" if self._device: return self._device return GEN_ID_FORMAT.format(self.src_ip)

[ "def", "device_uuid", "(", "self", ")", ":", "if", "self", ".", "_device", ":", "return", "self", ".", "_device", "return", "GEN_ID_FORMAT", ".", "format", "(", "self", ".", "src_ip", ")" ]

31.6

0.012346

def delete(self, hdfs_path, recursive=False): """Delete a file located at `hdfs_path`.""" return self.client.delete(hdfs_path, recursive=recursive)

[ "def", "delete", "(", "self", ",", "hdfs_path", ",", "recursive", "=", "False", ")", ":", "return", "self", ".", "client", ".", "delete", "(", "hdfs_path", ",", "recursive", "=", "recursive", ")" ]

53.666667

0.01227

def list_menu(self, options, title="Choose a value", message="Choose a value", default=None, **kwargs): """ Show a single-selection list menu Usage: C{dialog.list_menu(options, title="Choose a value", message="Choose a value", default=None, **kwargs)} @param options: li...

[ "def", "list_menu", "(", "self", ",", "options", ",", "title", "=", "\"Choose a value\"", ",", "message", "=", "\"Choose a value\"", ",", "default", "=", "None", ",", "*", "*", "kwargs", ")", ":", "choices", "=", "[", "]", "optionNum", "=", "0", "for", ...

38.931034

0.008643

def create(gandi, datacenter, memory, cores, ip_version, bandwidth, login, password, hostname, image, run, background, sshkey, size, vlan, ip, script, script_args, ssh, gen_password): """Create a new virtual machine. you can specify a configuration entry named 'sshkey' containing path...

[ "def", "create", "(", "gandi", ",", "datacenter", ",", "memory", ",", "cores", ",", "ip_version", ",", "bandwidth", ",", "login", ",", "password", ",", "hostname", ",", "image", ",", "run", ",", "background", ",", "sshkey", ",", "size", ",", "vlan", ",...

33.782051

0.001106

def fit(self, X, y=None, **kwargs): """ The fit method is the primary drawing input for the visualization since it has both the X and y data required for the viz and the transform method does not. Parameters ---------- X : ndarray or DataFrame of shape n x m ...

[ "def", "fit", "(", "self", ",", "X", ",", "y", "=", "None", ",", "*", "*", "kwargs", ")", ":", "# Convert from pandas data types", "if", "is_dataframe", "(", "X", ")", ":", "# Get column names before reverting to an np.ndarray", "if", "self", ".", "features_", ...

34.919355

0.001797

def close(self, **kwargs): """ close websocket connection. """ self.keep_running = False if self.sock: self.sock.close(**kwargs) self.sock = None

[ "def", "close", "(", "self", ",", "*", "*", "kwargs", ")", ":", "self", ".", "keep_running", "=", "False", "if", "self", ".", "sock", ":", "self", ".", "sock", ".", "close", "(", "*", "*", "kwargs", ")", "self", ".", "sock", "=", "None" ]

25.25

0.009569

def build_report(self, msg=''): """Resposible for constructing a report to be output as part of the build. Returns report as a string. """ shutit_global.shutit_global_object.yield_to_draw() s = '\n' s += '################################################################################\n' s += '# COMMAND H...

[ "def", "build_report", "(", "self", ",", "msg", "=", "''", ")", ":", "shutit_global", ".", "shutit_global_object", ".", "yield_to_draw", "(", ")", "s", "=", "'\\n'", "s", "+=", "'################################################################################\\n'", "s",...

49.035714

0.027143

def bitcount(self, key, start=None, end=None): """Count the number of set bits (population counting) in a string. By default all the bytes contained in the string are examined. It is possible to specify the counting operation only in an interval passing the additional arguments start an...

[ "def", "bitcount", "(", "self", ",", "key", ",", "start", "=", "None", ",", "end", "=", "None", ")", ":", "command", "=", "[", "b'BITCOUNT'", ",", "key", "]", "if", "start", "is", "not", "None", "and", "end", "is", "None", ":", "raise", "ValueError...

42.142857

0.001325

def get_bin_index(self, value): """Used to get the index of the bin to place a particular value.""" if value == self.max_value: return self.num_bins - 1 return int(self.C * log(value / self.min_value))

[ "def", "get_bin_index", "(", "self", ",", "value", ")", ":", "if", "value", "==", "self", ".", "max_value", ":", "return", "self", ".", "num_bins", "-", "1", "return", "int", "(", "self", ".", "C", "*", "log", "(", "value", "/", "self", ".", "min_v...

38.833333

0.008403

def from_dict(dic): """ recursive dict to dictobj 컨버트 :param dic: :return: """ return ODict((k, ODict.convert_ifdic(v)) for k, v in dic.items())

[ "def", "from_dict", "(", "dic", ")", ":", "return", "ODict", "(", "(", "k", ",", "ODict", ".", "convert_ifdic", "(", "v", ")", ")", "for", "k", ",", "v", "in", "dic", ".", "items", "(", ")", ")" ]

26.571429

0.010417

def _parse_image_multilogs_string(config, ret, repo): ''' Parse image log strings into grokable data ''' image_logs, infos = [], None if ret and ret.strip().startswith('{') and ret.strip().endswith('}'): pushd = 0 buf = '' for char in ret: buf += char ...

[ "def", "_parse_image_multilogs_string", "(", "config", ",", "ret", ",", "repo", ")", ":", "image_logs", ",", "infos", "=", "[", "]", ",", "None", "if", "ret", "and", "ret", ".", "strip", "(", ")", ".", "startswith", "(", "'{'", ")", "and", "ret", "."...

31.758621

0.002107

def _decode_signed_user(encoded_sig, encoded_data): """ Decodes the ``POST``ed signed data """ decoded_sig = _decode(encoded_sig) decoded_data = loads(_decode(encoded_data)) if decoded_sig != hmac.new(app.config['CANVAS_CLIENT_SECRET'], encoded_data, sha256).digest(): raise ValueEr...

[ "def", "_decode_signed_user", "(", "encoded_sig", ",", "encoded_data", ")", ":", "decoded_sig", "=", "_decode", "(", "encoded_sig", ")", "decoded_data", "=", "loads", "(", "_decode", "(", "encoded_data", ")", ")", "if", "decoded_sig", "!=", "hmac", ".", "new",...

34.272727

0.010336

def migrate_to_blob(context, portal_type, query={}, remove_old_value=True): """Migrates FileFields fields to blob ones for a given portal_type. The wueries are done against 'portal_catalog', 'uid_catalog' and 'reference_catalog' :param context: portal root object as context :param query: an express...

[ "def", "migrate_to_blob", "(", "context", ",", "portal_type", ",", "query", "=", "{", "}", ",", "remove_old_value", "=", "True", ")", ":", "migrator", "=", "makeMigrator", "(", "context", ",", "portal_type", ",", "remove_old_value", "=", "remove_old_value", ")...

43.625

0.001403

def aggregation_result_extractor(impact_report, component_metadata): """Extracting aggregation result of breakdown from the impact layer. :param impact_report: the impact report that acts as a proxy to fetch all the data that extractor needed :type impact_report: safe.report.impact_report.ImpactRep...

[ "def", "aggregation_result_extractor", "(", "impact_report", ",", "component_metadata", ")", ":", "context", "=", "{", "}", "\"\"\"Initializations.\"\"\"", "extra_args", "=", "component_metadata", ".", "extra_args", "# Find out aggregation report type", "analysis_layer", "=",...

36.586777

0.00011

def my_protocol_parser(out, buf): """Parser is used with StreamParser for incremental protocol parsing. Parser is a generator function, but it is not a coroutine. Usually parsers are implemented as a state machine. more details in asyncio/parsers.py existing parsers: * HTTP protocol parsers a...

[ "def", "my_protocol_parser", "(", "out", ",", "buf", ")", ":", "while", "True", ":", "tp", "=", "yield", "from", "buf", ".", "read", "(", "5", ")", "if", "tp", "in", "(", "MSG_PING", ",", "MSG_PONG", ")", ":", "# skip line", "yield", "from", "buf", ...

37.708333

0.001078

def prodmix(I,K,a,p,epsilon,LB): """prodmix: robust production planning using soco Parameters: I - set of materials K - set of components a[i][k] - coef. matrix p[i] - price of material i LB[k] - amount needed for k Returns a model, ready to be solved. """ ...

[ "def", "prodmix", "(", "I", ",", "K", ",", "a", ",", "p", ",", "epsilon", ",", "LB", ")", ":", "model", "=", "Model", "(", "\"robust product mix\"", ")", "x", ",", "rhs", "=", "{", "}", ",", "{", "}", "for", "i", "in", "I", ":", "x", "[", "...

29.678571

0.018648

def _separable_series3(h, N=1, verbose=False): """ finds separable approximations to the 3d kernel h returns res = (hx,hy,hz)[N] s.t. h \approx sum_i einsum("i,j,k",res[i,0],res[i,1],res[i,2]) FIXME: This is just a naive and slow first try! """ hx, hy, hz = [], [], [] res = h.copy() fo...

[ "def", "_separable_series3", "(", "h", ",", "N", "=", "1", ",", "verbose", "=", "False", ")", ":", "hx", ",", "hy", ",", "hz", "=", "[", "]", ",", "[", "]", ",", "[", "]", "res", "=", "h", ".", "copy", "(", ")", "for", "i", "in", "range", ...

30

0.001901

def get_staking_leaderboard(self, round_num=0, tournament=1): """Retrieves the leaderboard of the staking competition for the given round. Args: round_num (int, optional): The round you are interested in, defaults to current round. tournament (int, option...

[ "def", "get_staking_leaderboard", "(", "self", ",", "round_num", "=", "0", ",", "tournament", "=", "1", ")", ":", "msg", "=", "\"getting stakes for tournament {} round {}\"", "self", ".", "logger", ".", "info", "(", "msg", ".", "format", "(", "tournament", ","...

38.240964

0.001229

async def setup_hostname() -> str: """ Intended to be run when the server starts. Sets the machine hostname. The machine hostname is set from the systemd-generated machine-id, which changes at every boot. Once the hostname is set, we restart avahi. This is a separate task from establishing an...

[ "async", "def", "setup_hostname", "(", ")", "->", "str", ":", "machine_id", "=", "open", "(", "'/etc/machine-id'", ")", ".", "read", "(", ")", ".", "strip", "(", ")", "hostname", "=", "machine_id", "[", ":", "6", "]", "with", "open", "(", "'/etc/hostna...

37.44898

0.000531

def get_key_pair(self, alias_name): """ Retrieves the public and private key pair associated with the specified alias name. Args: alias_name: Key pair associated with the RabbitMQ Returns: dict: RabbitMQ certificate """ uri = self.URI + "/keypair...

[ "def", "get_key_pair", "(", "self", ",", "alias_name", ")", ":", "uri", "=", "self", ".", "URI", "+", "\"/keypair/\"", "+", "alias_name", "return", "self", ".", "_client", ".", "get", "(", "uri", ")" ]

30.083333

0.008065

def from_bytes(cls, bitstream): ''' Parse the given packet and update properties accordingly ''' packet = cls() # Convert to ConstBitStream (if not already provided) if not isinstance(bitstream, ConstBitStream): if isinstance(bitstream, Bits): ...

[ "def", "from_bytes", "(", "cls", ",", "bitstream", ")", ":", "packet", "=", "cls", "(", ")", "# Convert to ConstBitStream (if not already provided)", "if", "not", "isinstance", "(", "bitstream", ",", "ConstBitStream", ")", ":", "if", "isinstance", "(", "bitstream"...

32.897959

0.001205

def scanf(format, s=None, collapseWhitespace=True): """ scanf supports the following formats: %c One character %5c 5 characters %d, %i int value %7d, %7i int value with length 7 %f float value %o octal value %X, %x hex value %s ...

[ "def", "scanf", "(", "format", ",", "s", "=", "None", ",", "collapseWhitespace", "=", "True", ")", ":", "if", "s", "is", "None", ":", "s", "=", "sys", ".", "stdin", "if", "hasattr", "(", "s", ",", "\"readline\"", ")", ":", "s", "=", "s", ".", "...

26.8

0.002058

def asDictionary(self): """ returns object as dictionary """ template = { "type" : "esriSFS", "style" : self._style, "color" : self._color, "outline" : self._outline } return template

[ "def", "asDictionary", "(", "self", ")", ":", "template", "=", "{", "\"type\"", ":", "\"esriSFS\"", ",", "\"style\"", ":", "self", ".", "_style", ",", "\"color\"", ":", "self", ".", "_color", ",", "\"outline\"", ":", "self", ".", "_outline", "}", "return...

28.333333

0.022814

def create_hdf5(output_filename, feature_count, data): """ Create a HDF5 feature files. Parameters ---------- output_filename : string name of the HDF5 file that will be created feature_count : int dimension of all features combined data : list of tuples list of (x, ...

[ "def", "create_hdf5", "(", "output_filename", ",", "feature_count", ",", "data", ")", ":", "import", "h5py", "logging", ".", "info", "(", "\"Start creating of %s hdf file\"", ",", "output_filename", ")", "x", "=", "[", "]", "y", "=", "[", "]", "for", "featur...

32.785714

0.001058

def configparser_to_backend_config(cp_instance): """ Return a config dict generated from a configparser instance. This functions main purpose is to ensure config dict values are properly typed. Note: This can be used with any ``ConfigParser`` backend instance not just the default one i...

[ "def", "configparser_to_backend_config", "(", "cp_instance", ")", ":", "def", "get_store", "(", ")", ":", "# [TODO]", "# This should be deligated to a dedicated validation function!", "store", "=", "cp_instance", ".", "get", "(", "'Backend'", ",", "'store'", ")", "if", ...

32.597222

0.002068

def random_histogram(counts, nbins, seed): """ Distribute a total number of counts on a set of bins homogenously. >>> random_histogram(1, 2, 42) array([1, 0]) >>> random_histogram(100, 5, 42) array([28, 18, 17, 19, 18]) >>> random_histogram(10000, 5, 42) array([2043, 2015, 2050, 1930, 1...

[ "def", "random_histogram", "(", "counts", ",", "nbins", ",", "seed", ")", ":", "numpy", ".", "random", ".", "seed", "(", "seed", ")", "return", "numpy", ".", "histogram", "(", "numpy", ".", "random", ".", "random", "(", "counts", ")", ",", "nbins", "...

32.538462

0.002299

def ensure(cond, *args, **kwds): """ Return if a condition is true, otherwise raise a caller-configurable :py:class:`Exception` :param bool cond: the condition to be checked :param sequence args: the arguments to be passed to the exception's constructor The only accepte...

[ "def", "ensure", "(", "cond", ",", "*", "args", ",", "*", "*", "kwds", ")", ":", "_CHK_UNEXP", "=", "'check_condition() got an unexpected keyword argument {0}'", "raising", "=", "kwds", ".", "pop", "(", "'raising'", ",", "AssertionError", ")", "if", "kwds", ":...

35.947368

0.001427

def create(self, ospf_process_id, vrf=None): """Creates a OSPF process in the specified VRF or the default VRF. Args: ospf_process_id (str): The OSPF process Id value vrf (str): The VRF to apply this OSPF process to Returns: bool: True if th...

[ "def", "create", "(", "self", ",", "ospf_process_id", ",", "vrf", "=", "None", ")", ":", "value", "=", "int", "(", "ospf_process_id", ")", "if", "not", "0", "<", "value", "<", "65536", ":", "raise", "ValueError", "(", "'ospf as must be between 1 and 65535'",...

41.210526

0.002497

def url(self, host): """Generate url for coap client.""" path = '/'.join(str(v) for v in self._path) return 'coaps://{}:5684/{}'.format(host, path)

[ "def", "url", "(", "self", ",", "host", ")", ":", "path", "=", "'/'", ".", "join", "(", "str", "(", "v", ")", "for", "v", "in", "self", ".", "_path", ")", "return", "'coaps://{}:5684/{}'", ".", "format", "(", "host", ",", "path", ")" ]

42

0.011696