kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def format(self, record): """tweaked from source of base""" try: record.message = record.getMessage() except TypeError: # if error during msg = msg % self.args if record.args: if isinstance(record.args, collections.Mapping): ...	[ "def", "format", "(", "self", ",", "record", ")", ":", "try", ":", "record", ".", "message", "=", "record", ".", "getMessage", "(", ")", "except", "TypeError", ":", "# if error during msg = msg % self.args", "if", "record", ".", "args", ":", "if", "isinstanc...	38.5	18.466667
def abort(self): """Abort the processing_block.""" LOG.debug('Aborting PB %s', self._id) self.set_status('aborted') pb_type = DB.get_hash_value(self.key, 'type') key = '{}:active'.format(self._type) DB.remove_from_list(key, self._id) key = '{}:active:{}'.format(se...	[ "def", "abort", "(", "self", ")", ":", "LOG", ".", "debug", "(", "'Aborting PB %s'", ",", "self", ".", "_id", ")", "self", ".", "set_status", "(", "'aborted'", ")", "pb_type", "=", "DB", ".", "get_hash_value", "(", "self", ".", "key", ",", "'type'", ...	41.642857	7.571429
def _rfc3339_to_datetime(dt_str): """Convert a microsecond-precision timestamp to a native datetime. :type dt_str: str :param dt_str: The string to convert. :rtype: :class:`datetime.datetime` :returns: The datetime object created from the string. """ return datetime.datetime.strptime(dt_st...	[ "def", "_rfc3339_to_datetime", "(", "dt_str", ")", ":", "return", "datetime", ".", "datetime", ".", "strptime", "(", "dt_str", ",", "_RFC3339_MICROS", ")", ".", "replace", "(", "tzinfo", "=", "UTC", ")" ]	35	16.9
def execDetails(self, reqId, contract, execution): """execDetails(EWrapper self, int reqId, Contract contract, Execution execution)""" return _swigibpy.EWrapper_execDetails(self, reqId, contract, execution)	[ "def", "execDetails", "(", "self", ",", "reqId", ",", "contract", ",", "execution", ")", ":", "return", "_swigibpy", ".", "EWrapper_execDetails", "(", "self", ",", "reqId", ",", "contract", ",", "execution", ")" ]	73.333333	16.333333
def get_article_detail(text, del_qqmusic=True, del_voice=True): """根据微信文章的临时链接获取明细 1. 获取文本中所有的图片链接列表 2. 获取微信文章的html内容页面(去除标题等信息) Parameters ---------- text : str or unicode 一篇微信文章的文本 del_qqmusic: bool 删除文章中的qq音乐 del_voice: bool ...	[ "def", "get_article_detail", "(", "text", ",", "del_qqmusic", "=", "True", ",", "del_voice", "=", "True", ")", ":", "# 1. 获取微信文本content", "html_obj", "=", "BeautifulSoup", "(", "text", ",", "\"lxml\"", ")", "content_text", "=", "html_obj", ".", "find", "(", ...	31.02381	18.845238
def list_fonts(): """List system fonts Returns ------- fonts : list of str List of system fonts. """ vals = _list_fonts() for font in _vispy_fonts: vals += [font] if font not in vals else [] vals = sorted(vals, key=lambda s: s.lower()) return vals	[ "def", "list_fonts", "(", ")", ":", "vals", "=", "_list_fonts", "(", ")", "for", "font", "in", "_vispy_fonts", ":", "vals", "+=", "[", "font", "]", "if", "font", "not", "in", "vals", "else", "[", "]", "vals", "=", "sorted", "(", "vals", ",", "key",...	22.153846	16.846154
def runProcess(cmd, *args): """Run `cmd` (which is searched for in the executable path) with `args` and return the exit status. In general (unless you know what you're doing) use:: runProcess('program', filename) rather than:: os.system('program %s' % filename) because the latter will...	[ "def", "runProcess", "(", "cmd", ",", "*", "args", ")", ":", "from", "os", "import", "spawnvp", ",", "P_WAIT", "return", "spawnvp", "(", "P_WAIT", ",", "cmd", ",", "(", "cmd", ",", ")", "+", "args", ")" ]	28.315789	20.105263
def render_chart_data(data): """ Return a dictionary list formatted as a HTML table. Args: data: data in the form consumed by Google Charts. """ builder = HtmlBuilder() builder._render_objects(data, datatype='chartdata') return builder._to_html()	[ "def", "render_chart_data", "(", "data", ")", ":", "builder", "=", "HtmlBuilder", "(", ")", "builder", ".", "_render_objects", "(", "data", ",", "datatype", "=", "'chartdata'", ")", "return", "builder", ".", "_to_html", "(", ")" ]	29.888889	15.222222
def set_size(self, pt=None, px=None): """ Set the size of the font, in px or pt. The px method is a bit inacurate, there can be one or two px less, and max 4 for big numbers (like 503) but the size is never over-estimated. It makes almost the good value. """ assert (pt,...	[ "def", "set_size", "(", "self", ",", "pt", "=", "None", ",", "px", "=", "None", ")", ":", "assert", "(", "pt", ",", "px", ")", "!=", "(", "None", ",", "None", ")", "if", "pt", "is", "not", "None", ":", "self", ".", "__init__", "(", "pt", ",",...	34	21.714286
def __view_add_actions(self): """ Sets the View actions. """ self.__view.addAction(self.__container.engine.actions_manager.register_action( "Actions\|Umbra\|Components\|factory.script_editor\|Search In Files\|Replace All", slot=self.__view_replace_all_action__triggere...	[ "def", "__view_add_actions", "(", "self", ")", ":", "self", ".", "__view", ".", "addAction", "(", "self", ".", "__container", ".", "engine", ".", "actions_manager", ".", "register_action", "(", "\"Actions\|Umbra\|Components\|factory.script_editor\|Search In Files\|Replace All\...	58.3	27.3
def locales(self): """ Provides access to locale management methods. API reference: https://www.contentful.com/developers/docs/references/content-management-api/#/reference/locales :return: :class:`EnvironmentLocalesProxy <contentful_management.environment_locales_proxy.EnvironmentLoca...	[ "def", "locales", "(", "self", ")", ":", "return", "EnvironmentLocalesProxy", "(", "self", ".", "_client", ",", "self", ".", "space", ".", "id", ",", "self", ".", "id", ")" ]	41.1875	35.8125
def _get_cmd(cmd): """Retrieve required commands for running THetA with our local bcbio python. """ check_cmd = "RunTHetA.py" try: local_cmd = subprocess.check_output(["which", check_cmd]).strip() except subprocess.CalledProcessError: return None return [sys.executable, "%s/%s" %...	[ "def", "_get_cmd", "(", "cmd", ")", ":", "check_cmd", "=", "\"RunTHetA.py\"", "try", ":", "local_cmd", "=", "subprocess", ".", "check_output", "(", "[", "\"which\"", ",", "check_cmd", "]", ")", ".", "strip", "(", ")", "except", "subprocess", ".", "CalledPr...	40.555556	18.888889
def limit_order(price, persistence_type=None, size=None, time_in_force=None, min_fill_size=None, bet_target_type=None, bet_target_size=None): """ Create a limit order to send to exchange. :param float size: amount in account currency to be sent. :param float price: price at which the ord...	[ "def", "limit_order", "(", "price", ",", "persistence_type", "=", "None", ",", "size", "=", "None", ",", "time_in_force", "=", "None", ",", "min_fill_size", "=", "None", ",", "bet_target_type", "=", "None", ",", "bet_target_size", "=", "None", ")", ":", "a...	50.904762	29
def fq_merge(R1, R2): """ merge separate fastq files """ c = itertools.cycle([1, 2, 3, 4]) for r1, r2 in zip(R1, R2): n = next(c) if n == 1: pair = [[], []] pair[0].append(r1.strip()) pair[1].append(r2.strip()) if n == 4: yield pair	[ "def", "fq_merge", "(", "R1", ",", "R2", ")", ":", "c", "=", "itertools", ".", "cycle", "(", "[", "1", ",", "2", ",", "3", ",", "4", "]", ")", "for", "r1", ",", "r2", "in", "zip", "(", "R1", ",", "R2", ")", ":", "n", "=", "next", "(", "...	23.384615	11.538462
def update_badge_users_count(self): """ Denormalizes ``Badge.users.count()`` into ``Bagdes.users_count`` field. """ logger.debug('→ Badge %s: syncing users count...', self.slug) badge, updated = self.badge, False if not badge: logger.debug( '...	[ "def", "update_badge_users_count", "(", "self", ")", ":", "logger", ".", "debug", "(", "'→ Badge %s: syncing users count...', ", "s", "lf.s", "l", "ug)", "", "badge", ",", "updated", "=", "self", ".", "badge", ",", "False", "if", "not", "badge", ":", "logger...	32.484848	19.212121
def _initialize(self): """Sends the initialization packet to the roaster.""" self._header.value = b'\xAA\x55' self._current_state.value = b'\x00\x00' s = self._generate_packet() self._ser.write(s) self._header.value = b'\xAA\xAA' self._current_state.value = b'\x02...	[ "def", "_initialize", "(", "self", ")", ":", "self", ".", "_header", ".", "value", "=", "b'\\xAA\\x55'", "self", ".", "_current_state", ".", "value", "=", "b'\\x00\\x00'", "s", "=", "self", ".", "_generate_packet", "(", ")", "self", ".", "_ser", ".", "wr...	36.1	9.4
async def open_wallet_search(wallet_handle: int, type_: str, query_json: str, options_json: str) -> int: """ Search for wallet records :param wallet_handle: wallet handler (created by open_wallet). :param type_: allo...	[ "async", "def", "open_wallet_search", "(", "wallet_handle", ":", "int", ",", "type_", ":", "str", ",", "query_json", ":", "str", ",", "options_json", ":", "str", ")", "->", "int", ":", "logger", "=", "logging", ".", "getLogger", "(", "__name__", ")", "lo...	41.145455	22.054545
def batch_update_reimburse(self, openid, reimburse_status, invoice_list): """ 报销方批量更新发票信息详情请参考 https://mp.weixin.qq.com/wiki?id=mp1496561749_f7T6D :param openid: 用户的 Open ID :param reimburse_status: 发票报销状态 :param invoice_list: 发票列表 :type invoice_list: li...	[ "def", "batch_update_reimburse", "(", "self", ",", "openid", ",", "reimburse_status", ",", "invoice_list", ")", ":", "return", "self", ".", "_post", "(", "'reimburse/updatestatusbatch'", ",", "data", "=", "{", "'openid'", ":", "openid", ",", "'reimburse_status'", ...	30	14.526316
def move(src, dest, user=None): """ Move or rename src to dest. """ src_host, src_port, src_path = path.split(src, user) dest_host, dest_port, dest_path = path.split(dest, user) src_fs = hdfs(src_host, src_port, user) dest_fs = hdfs(dest_host, dest_port, user) try: retval = src_f...	[ "def", "move", "(", "src", ",", "dest", ",", "user", "=", "None", ")", ":", "src_host", ",", "src_port", ",", "src_path", "=", "path", ".", "split", "(", "src", ",", "user", ")", "dest_host", ",", "dest_port", ",", "dest_path", "=", "path", ".", "s...	30.357143	13.928571
def find_postaggs_for(postagg_names, metrics_dict): """Return a list of metrics that are post aggregations""" postagg_metrics = [ metrics_dict[name] for name in postagg_names if metrics_dict[name].metric_type == POST_AGG_TYPE ] # Remove post aggregations that were...	[ "def", "find_postaggs_for", "(", "postagg_names", ",", "metrics_dict", ")", ":", "postagg_metrics", "=", "[", "metrics_dict", "[", "name", "]", "for", "name", "in", "postagg_names", "if", "metrics_dict", "[", "name", "]", ".", "metric_type", "==", "POST_AGG_TYPE...	44.2	12.7
def auto_reuse_variable_scope(func): """ A decorator which automatically reuses the current variable scope if the function has been called with the same variable scope before. Example: .. code-block:: python @auto_reuse_variable_scope def myfunc(x): return tf.layers.co...	[ "def", "auto_reuse_variable_scope", "(", "func", ")", ":", "used_scope", "=", "set", "(", ")", "@", "functools", ".", "wraps", "(", "func", ")", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "scope", "=", "tf", ".", "get_vari...	33.975	18.525
def normalize_unicode(text): """ Normalize any unicode characters to ascii equivalent https://docs.python.org/2/library/unicodedata.html#unicodedata.normalize """ if isinstance(text, six.text_type): return unicodedata.normalize('NFKD', text).encode('ascii', 'ignore').decode('utf8') else:...	[ "def", "normalize_unicode", "(", "text", ")", ":", "if", "isinstance", "(", "text", ",", "six", ".", "text_type", ")", ":", "return", "unicodedata", ".", "normalize", "(", "'NFKD'", ",", "text", ")", ".", "encode", "(", "'ascii'", ",", "'ignore'", ")", ...	36.888889	18.666667
def add(self, data_bytes): '''Feed ASCII string or bytes to the signature function''' try: if isinstance(data_bytes, basestring): # Python 2.7 compatibility data_bytes = map(ord, data_bytes) except NameError: if isinstance(data_bytes, str): # This branch...	[ "def", "add", "(", "self", ",", "data_bytes", ")", ":", "try", ":", "if", "isinstance", "(", "data_bytes", ",", "basestring", ")", ":", "# Python 2.7 compatibility", "data_bytes", "=", "map", "(", "ord", ",", "data_bytes", ")", "except", "NameError", ":", ...	42.6875	20.5625
def save_params( self, f=None, f_params=None, f_optimizer=None, f_history=None): """Saves the module's parameters, history, and optimizer, not the whole object. To save the whole object, use pickle. ``f_params`` and ``f_optimizer`` uses PyTorchs' :func:`~torch.save`...	[ "def", "save_params", "(", "self", ",", "f", "=", "None", ",", "f_params", "=", "None", ",", "f_optimizer", "=", "None", ",", "f_history", "=", "None", ")", ":", "# TODO: Remove warning in a future release", "if", "f", "is", "not", "None", ":", "warnings", ...	39.203125	21.359375
def excepthook(self, etype, evalue, tb): """this is sys.excepthook after init_crashhandler set self.verbose_crash=True to use our full crashhandler, instead of a regular traceback with a short message (crash_handler_lite) """ if self.verbose_crash: r...	[ "def", "excepthook", "(", "self", ",", "etype", ",", "evalue", ",", "tb", ")", ":", "if", "self", ".", "verbose_crash", ":", "return", "self", ".", "crash_handler", "(", "etype", ",", "evalue", ",", "tb", ")", "else", ":", "return", "crashhandler", "."...	39.727273	19.181818
def _ensure_decoded(s): """ if we have bytes, decode them to unicode """ if isinstance(s, (np.bytes_, bytes)): s = s.decode(pd.get_option('display.encoding')) return s	[ "def", "_ensure_decoded", "(", "s", ")", ":", "if", "isinstance", "(", "s", ",", "(", "np", ".", "bytes_", ",", "bytes", ")", ")", ":", "s", "=", "s", ".", "decode", "(", "pd", ".", "get_option", "(", "'display.encoding'", ")", ")", "return", "s" ]	36.6	12.2
def makescacoldesc(columnname, value, datamanagertype='', datamanagergroup='', options=0, maxlen=0, comment='', valuetype='', keywords={}): """Create description of a scalar column. A description for a scalar column can be created from...	[ "def", "makescacoldesc", "(", "columnname", ",", "value", ",", "datamanagertype", "=", "''", ",", "datamanagergroup", "=", "''", ",", "options", "=", "0", ",", "maxlen", "=", "0", ",", "comment", "=", "''", ",", "valuetype", "=", "''", ",", "keywords", ...	38.628571	20.771429
def run_workload(database, keys, parameters): """Runs workload against the database.""" total_weight = 0.0 weights = [] operations = [] latencies_ms = {} for operation in OPERATIONS: weight = float(parameters[operation]) if weight <= 0.0: continue total_weight...	[ "def", "run_workload", "(", "database", ",", "keys", ",", "parameters", ")", ":", "total_weight", "=", "0.0", "weights", "=", "[", "]", "operations", "=", "[", "]", "latencies_ms", "=", "{", "}", "for", "operation", "in", "OPERATIONS", ":", "weight", "="...	31.942857	15.857143
def chalresp(ctx, slot, key, totp, touch, force, generate): """ Program a challenge-response credential. If KEY is not given, an interactive prompt will ask for it. """ controller = ctx.obj['controller'] if key: if generate: ctx.fail('Invalid options: --generate conflicts w...	[ "def", "chalresp", "(", "ctx", ",", "slot", ",", "key", ",", "totp", ",", "touch", ",", "force", ",", "generate", ")", ":", "controller", "=", "ctx", ".", "obj", "[", "'controller'", "]", "if", "key", ":", "if", "generate", ":", "ctx", ".", "fail",...	35.511628	19.093023
def get_semester_start_end(year, season): """ Returns a guess of the start and end dates for given semester. """ if season == Semester.SPRING: start_month, start_day = 1, 20 end_month, end_day = 5, 17 elif season == Semester.SUMMER: start_month, start_day = 5, 25 end_...	[ "def", "get_semester_start_end", "(", "year", ",", "season", ")", ":", "if", "season", "==", "Semester", ".", "SPRING", ":", "start_month", ",", "start_day", "=", "1", ",", "20", "end_month", ",", "end_day", "=", "5", ",", "17", "elif", "season", "==", ...	32.8	11.333333
def FindClonedClients(token=None): """A script to find multiple machines reporting the same client_id. This script looks at the hardware serial numbers that a client reported in over time (they get collected with each regular interrogate). We have seen that sometimes those serial numbers change - for example w...	[ "def", "FindClonedClients", "(", "token", "=", "None", ")", ":", "index", "=", "client_index", ".", "CreateClientIndex", "(", "token", "=", "token", ")", "clients", "=", "index", ".", "LookupClients", "(", "[", "\".\"", "]", ")", "hw_infos", "=", "_GetHWIn...	34.236111	24.152778
def walk(self, head=None): """Do a breadth-first walk of the graph, yielding on each node, starting at `head`.""" head = head or self._root_node queue = [] queue.insert(0, head) while queue: node = queue.pop() yield node.num, node.previous, node...	[ "def", "walk", "(", "self", ",", "head", "=", "None", ")", ":", "head", "=", "head", "or", "self", ".", "_root_node", "queue", "=", "[", "]", "queue", ".", "insert", "(", "0", ",", "head", ")", "while", "queue", ":", "node", "=", "queue", ".", ...	28.25	16.9375
def _encode(msg, head=False, binary=False): """Convert a Message to a raw string. """ rawstr = str(_MAGICK) + u"{0:s} {1:s} {2:s} {3:s} {4:s}".format( msg.subject, msg.type, msg.sender, msg.time.isoformat(), msg.version) if not head and msg.data: if not binary and isinstance(msg.data, s...	[ "def", "_encode", "(", "msg", ",", "head", "=", "False", ",", "binary", "=", "False", ")", ":", "rawstr", "=", "str", "(", "_MAGICK", ")", "+", "u\"{0:s} {1:s} {2:s} {3:s} {4:s}\"", ".", "format", "(", "msg", ".", "subject", ",", "msg", ".", "type", ",...	39.333333	16.111111
def save(self): """Write changed .pth file back to disk""" if not self.dirty: return data = '\n'.join(map(self.make_relative, self.paths)) if data: log.debug("Saving %s", self.filename) data = ( "import sys; sys.__plen = len(sys.path)\...	[ "def", "save", "(", "self", ")", ":", "if", "not", "self", ".", "dirty", ":", "return", "data", "=", "'\\n'", ".", "join", "(", "map", "(", "self", ".", "make_relative", ",", "self", ".", "paths", ")", ")", "if", "data", ":", "log", ".", "debug",...	32.428571	17.428571
def query(self, area=None, date=None, raw=None, area_relation='Intersects', order_by=None, limit=None, offset=0, **keywords): """Query the OpenSearch API with the coordinates of an area, a date interval and any other search keywords accepted by the API. Parameters --------...	[ "def", "query", "(", "self", ",", "area", "=", "None", ",", "date", "=", "None", ",", "raw", "=", "None", ",", "area_relation", "=", "'Intersects'", ",", "order_by", "=", "None", ",", "limit", "=", "None", ",", "offset", "=", "0", ",", "", "", ...	50.027397	28.123288
def retrieve_adjacency_matrix(graph, order_nodes=None, weight=False): """Retrieve the adjacency matrix from the nx.DiGraph or numpy array.""" if isinstance(graph, np.ndarray): return graph elif isinstance(graph, nx.DiGraph): if order_nodes is None: order_nodes = graph.nodes() ...	[ "def", "retrieve_adjacency_matrix", "(", "graph", ",", "order_nodes", "=", "None", ",", "weight", "=", "False", ")", ":", "if", "isinstance", "(", "graph", ",", "np", ".", "ndarray", ")", ":", "return", "graph", "elif", "isinstance", "(", "graph", ",", "...	47.846154	22.076923
def write_abstract_dag(self): """ Write all the nodes in the workflow to the DAX file. """ # keep track of if we are using stampede at TACC using_stampede = False if not self.__dax_file_path: # this workflow is not dax-compatible, so don't write a dax return import Pegasus.DAX...	[ "def", "write_abstract_dag", "(", "self", ")", ":", "# keep track of if we are using stampede at TACC", "using_stampede", "=", "False", "if", "not", "self", ".", "__dax_file_path", ":", "# this workflow is not dax-compatible, so don't write a dax", "return", "import", "Pegasus"...	41.907285	23.748344
def depth_renderbuffer(self, size, *, samples=0) -> 'Renderbuffer': ''' :py:class:`Renderbuffer` objects are OpenGL objects that contain images. They are created and used specifically with :py:class:`Framebuffer` objects. Args: size (tuple): The width and hei...	[ "def", "depth_renderbuffer", "(", "self", ",", "size", ",", "*", ",", "samples", "=", "0", ")", "->", "'Renderbuffer'", ":", "res", "=", "Renderbuffer", ".", "__new__", "(", "Renderbuffer", ")", "res", ".", "mglo", ",", "res", ".", "_glo", "=", "self",...	33.84	25.92
def classical(transform, loglikelihood, parameter_names, prior, start = 0.5, ftol=0.1, disp=0, nsteps=40000, method='neldermead', args): """ Classic optimization methods** :param start: start position vector (before transform) :param ftol: accuracy required to stop at optimum :param disp: verbosity :param...	[ "def", "classical", "(", "transform", ",", "loglikelihood", ",", "parameter_names", ",", "prior", ",", "start", "=", "0.5", ",", "ftol", "=", "0.1", ",", "disp", "=", "0", ",", "nsteps", "=", "40000", ",", "method", "=", "'neldermead'", ",", "", "", ...	31.07563	20.092437
def anim(self, start=0, stop=None, fps=30): """ Method to return a matplotlib animation. The start and stop frames may be specified as well as the fps. """ figure = self.state or self.initialize_plot() anim = animation.FuncAnimation(figure, self.update_frame, ...	[ "def", "anim", "(", "self", ",", "start", "=", "0", ",", "stop", "=", "None", ",", "fps", "=", "30", ")", ":", "figure", "=", "self", ".", "state", "or", "self", ".", "initialize_plot", "(", ")", "anim", "=", "animation", ".", "FuncAnimation", "(",...	43.25	12.75
def principal_inertia_components(self): """ Return the principal components of inertia Ordering corresponds to mesh.principal_inertia_vectors Returns ---------- components : (3,) float Principal components of inertia """ # both components and v...	[ "def", "principal_inertia_components", "(", "self", ")", ":", "# both components and vectors from inertia matrix", "components", ",", "vectors", "=", "inertia", ".", "principal_axis", "(", "self", ".", "moment_inertia", ")", "# store vectors in cache for later", "self", "."...	31.352941	17.352941
def device_set(self, device): """Set device used by :class:`MobileClient` instance. Parameters: device (dict): A device dict as returned by :meth:`devices`. """ if device['id'].startswith('0x'): self.device_id = device['id'][2:] elif device['id'].startswith('ios:'): self.device_id = device['id'].re...	[ "def", "device_set", "(", "self", ",", "device", ")", ":", "if", "device", "[", "'id'", "]", ".", "startswith", "(", "'0x'", ")", ":", "self", ".", "device_id", "=", "device", "[", "'id'", "]", "[", "2", ":", "]", "elif", "device", "[", "'id'", "...	27.923077	15.461538
def get_page_numbers( current_page, num_pages, extremes=DEFAULT_CALLABLE_EXTREMES, arounds=DEFAULT_CALLABLE_AROUNDS, arrows=DEFAULT_CALLABLE_ARROWS): """Default callable for page listing. Produce a Digg-style pagination. """ page_range = range(1, num_pages + 1) pages...	[ "def", "get_page_numbers", "(", "current_page", ",", "num_pages", ",", "extremes", "=", "DEFAULT_CALLABLE_EXTREMES", ",", "arounds", "=", "DEFAULT_CALLABLE_AROUNDS", ",", "arrows", "=", "DEFAULT_CALLABLE_ARROWS", ")", ":", "page_range", "=", "range", "(", "1", ",", ...	26.618182	13.818182
def rlogistic(mu, tau, size=None): """ Logistic random variates. """ u = np.random.random(size) return mu + np.log(u / (1 - u)) / tau	[ "def", "rlogistic", "(", "mu", ",", "tau", ",", "size", "=", "None", ")", ":", "u", "=", "np", ".", "random", ".", "random", "(", "size", ")", "return", "mu", "+", "np", ".", "log", "(", "u", "/", "(", "1", "-", "u", ")", ")", "/", "tau" ]	21.142857	9.714286
def postpro_boxcox(data, report=None): """ Performs box cox transform on everything in data. If report variable is passed, this is added to the report. """ if not report: report = {} # Note the min value of all time series will now be at least 1. mindata = 1 - np.nanmin(data) da...	[ "def", "postpro_boxcox", "(", "data", ",", "report", "=", "None", ")", ":", "if", "not", "report", ":", "report", "=", "{", "}", "# Note the min value of all time series will now be at least 1.", "mindata", "=", "1", "-", "np", ".", "nanmin", "(", "data", ")",...	40.411765	20.843137
def make_gears_cache_registry(args): """ create a new gears registry cache on Ariane Server :param args: the cache parameters - look to the tests to know more :return: remote procedure call return - look to the tests to know more """ LOGGER.debug("InjectorCachedRegistryFa...	[ "def", "make_gears_cache_registry", "(", "args", ")", ":", "LOGGER", ".", "debug", "(", "\"InjectorCachedRegistryFactoryService.make_gears_cache_registry\"", ")", "if", "args", "is", "None", ":", "err_msg", "=", "'InjectorCachedRegistryFactoryService.make_gears_cache_registry -...	51.22449	30.897959
def set_value(ctx, key, value): """Assigns values to config file entries. If the value is omitted, you will be prompted, with the input hidden if it is sensitive. \b $ ddev config set github.user foo New setting: [github] user = "foo" """ scrubbing = False if value is None: ...	[ "def", "set_value", "(", "ctx", ",", "key", ",", "value", ")", ":", "scrubbing", "=", "False", "if", "value", "is", "None", ":", "scrubbing", "=", "key", "in", "SECRET_KEYS", "value", "=", "click", ".", "prompt", "(", "'Value for `{}`'", ".", "format", ...	28.396226	19.283019
def utf8(data): """Convert a basestring to a valid UTF-8 str.""" if isinstance(data, bytes): return data.decode("utf-8", "replace").encode("utf-8") elif isinstance(data, text_type): return data.encode("utf-8") else: raise TypeError("only unicode/bytes types can be converted to U...	[ "def", "utf8", "(", "data", ")", ":", "if", "isinstance", "(", "data", ",", "bytes", ")", ":", "return", "data", ".", "decode", "(", "\"utf-8\"", ",", "\"replace\"", ")", ".", "encode", "(", "\"utf-8\"", ")", "elif", "isinstance", "(", "data", ",", "...	35.333333	19.111111
def append_summary_to_module_docstring(module): """ Change the ``module.__doc__`` docstring to include a summary table based on its contents as declared on ``module.__all__``. """ pairs = [(name, getattr(module, name)) for name in module.__all__] kws = dict(key_header="Name", summary_type="module contents")...	[ "def", "append_summary_to_module_docstring", "(", "module", ")", ":", "pairs", "=", "[", "(", "name", ",", "getattr", "(", "module", ",", "name", ")", ")", "for", "name", "in", "module", ".", "__all__", "]", "kws", "=", "dict", "(", "key_header", "=", ...	48.125	16.875
def on_zijd_mark(self, event): """ Get mouse position on double right click find the interpretation in range of mouse position then mark that interpretation bad or good Parameters ---------- event : the wx Mouseevent for that click Alters ------ ...	[ "def", "on_zijd_mark", "(", "self", ",", "event", ")", ":", "if", "not", "array", "(", "self", ".", "CART_rot", ")", ".", "any", "(", ")", ":", "return", "pos", "=", "event", ".", "GetPosition", "(", ")", "width", ",", "height", "=", "self", ".", ...	36.061224	18.591837
def _from_dict(cls, _dict): """Initialize a Element object from a json dictionary.""" args = {} if 'location' in _dict: args['location'] = Location._from_dict(_dict.get('location')) if 'text' in _dict: args['text'] = _dict.get('text') if 'types' in _dict: ...	[ "def", "_from_dict", "(", "cls", ",", "_dict", ")", ":", "args", "=", "{", "}", "if", "'location'", "in", "_dict", ":", "args", "[", "'location'", "]", "=", "Location", ".", "_from_dict", "(", "_dict", ".", "get", "(", "'location'", ")", ")", "if", ...	37.8	16.75
async def make_response(self, request, response, **response_kwargs): """Convert a handler result to web response.""" while iscoroutine(response): response = await response if isinstance(response, StreamResponse): return response response_kwargs.setdefault('conte...	[ "async", "def", "make_response", "(", "self", ",", "request", ",", "response", ",", "", "", "response_kwargs", ")", ":", "while", "iscoroutine", "(", "response", ")", ":", "response", "=", "await", "response", "if", "isinstance", "(", "response", ",", "S...	36.818182	20.909091
def createUser(self, localpart, domain, password=None): """ Create a new, blank user account with the given name and domain and, if specified, with the given password. @type localpart: C{unicode} @param localpart: The local portion of the username. ie, the C{'alice'} in...	[ "def", "createUser", "(", "self", ",", "localpart", ",", "domain", ",", "password", "=", "None", ")", ":", "loginSystem", "=", "self", ".", "browser", ".", "store", ".", "parent", ".", "findUnique", "(", "userbase", ".", "LoginSystem", ")", "if", "passwo...	45.047619	21.619048
def parse_doc(doc): """ Parse docstrings to dict, it should look like: key: value """ if not doc: return {} out = {} for s in doc.split('\n'): s = s.strip().split(':', maxsplit=1) if len(s) == 2: out[s[0]] = s[1] return out	[ "def", "parse_doc", "(", "doc", ")", ":", "if", "not", "doc", ":", "return", "{", "}", "out", "=", "{", "}", "for", "s", "in", "doc", ".", "split", "(", "'\\n'", ")", ":", "s", "=", "s", ".", "strip", "(", ")", ".", "split", "(", "':'", ","...	21.615385	15.461538
def serverProperties(self): """gets the server properties for the site as an object""" return ServerProperties(url=self._url + "/properties", securityHandler=self._securityHandler, proxy_url=self._proxy_url, p...	[ "def", "serverProperties", "(", "self", ")", ":", "return", "ServerProperties", "(", "url", "=", "self", ".", "_url", "+", "\"/properties\"", ",", "securityHandler", "=", "self", ".", "_securityHandler", ",", "proxy_url", "=", "self", ".", "_proxy_url", ",", ...	55.571429	15.571429
def open(self): """Open an existing database""" if self._table_exists(): self.mode = "open" # get table info self._get_table_info() return self else: # table not found raise IOError,"Table %s doesn't exist" %self.na...	[ "def", "open", "(", "self", ")", ":", "if", "self", ".", "_table_exists", "(", ")", ":", "self", ".", "mode", "=", "\"open\"", "# get table info\r", "self", ".", "_get_table_info", "(", ")", "return", "self", "else", ":", "# table not found\r", "raise", "I...	31.3	12.9
def delete_patch(self, patch_name=None, remove=False, backup=False): """ Delete specified patch from the series If remove is True the patch file will also be removed. If remove and backup are True a copy of the deleted patch file will be made. """ if patch_name: patch...	[ "def", "delete_patch", "(", "self", ",", "patch_name", "=", "None", ",", "remove", "=", "False", ",", "backup", "=", "False", ")", ":", "if", "patch_name", ":", "patch", "=", "Patch", "(", "patch_name", ")", "else", ":", "patch", "=", "self", ".", "d...	39.923077	17.384615
def _rmv_deps(self, dependencies, package): """Remove dependencies """ removes = [] dependencies.append(package) self._check_if_used(dependencies) for dep in dependencies: if dep not in self.skip and GetFromInstalled(dep).name(): ver = GetFromI...	[ "def", "_rmv_deps", "(", "self", ",", "dependencies", ",", "package", ")", ":", "removes", "=", "[", "]", "dependencies", ".", "append", "(", "package", ")", "self", ".", "_check_if_used", "(", "dependencies", ")", "for", "dep", "in", "dependencies", ":", ...	36.166667	8.416667
def tag_handler(self, cmd): """Process a TagCommand.""" # Keep tags if they indirectly reference something we kept cmd.from_ = self._find_interesting_from(cmd.from_) self.keep = cmd.from_ is not None	[ "def", "tag_handler", "(", "self", ",", "cmd", ")", ":", "# Keep tags if they indirectly reference something we kept", "cmd", ".", "from_", "=", "self", ".", "_find_interesting_from", "(", "cmd", ".", "from_", ")", "self", ".", "keep", "=", "cmd", ".", "from_", ...	45.4	11.6
def chdir(self, dir, change_os_dir=0): """Change the current working directory for lookups. If change_os_dir is true, we will also change the "real" cwd to match. """ curr=self._cwd try: if dir is not None: self._cwd = dir if ch...	[ "def", "chdir", "(", "self", ",", "dir", ",", "change_os_dir", "=", "0", ")", ":", "curr", "=", "self", ".", "_cwd", "try", ":", "if", "dir", "is", "not", "None", ":", "self", ".", "_cwd", "=", "dir", "if", "change_os_dir", ":", "os", ".", "chdir...	31.285714	13.071429
def relative_noise_size(self, data, noise): ''' :data: original data as numpy matrix :noise: noise matrix as numpy matrix ''' return np.mean([ sci_dist.cosine(u / la.norm(u), v / la.norm(v)) for u, v in zip(noise, data) ])	[ "def", "relative_noise_size", "(", "self", ",", "data", ",", "noise", ")", ":", "return", "np", ".", "mean", "(", "[", "sci_dist", ".", "cosine", "(", "u", "/", "la", ".", "norm", "(", "u", ")", ",", "v", "/", "la", ".", "norm", "(", "v", ")", ...	31.777778	14.888889
def __calculate_radius(self, number_neighbors, radius): """! @brief Calculate new connectivity radius. @param[in] number_neighbors (uint): Average amount of neighbors that should be connected by new radius. @param[in] radius (double): Current connectivity radius. ...	[ "def", "__calculate_radius", "(", "self", ",", "number_neighbors", ",", "radius", ")", ":", "if", "(", "number_neighbors", ">=", "len", "(", "self", ".", "_osc_loc", ")", ")", ":", "return", "radius", "*", "self", ".", "__increase_persent", "+", "radius", ...	38.866667	23.2
def _serialize(self, uri, node): """ Serialize node result as dict """ meta = self._decode_meta(node['meta'], is_published=bool(node['is_published'])) return { 'uri': uri.clone(ext=node['plugin'], version=node['version']), 'content': node['content'], ...	[ "def", "_serialize", "(", "self", ",", "uri", ",", "node", ")", ":", "meta", "=", "self", ".", "_decode_meta", "(", "node", "[", "'meta'", "]", ",", "is_published", "=", "bool", "(", "node", "[", "'is_published'", "]", ")", ")", "return", "{", "'uri'...	34	16.4
def sha512_digest(instr): ''' Generate a sha512 hash of a given string ''' return salt.utils.stringutils.to_unicode( hashlib.sha512(salt.utils.stringutils.to_bytes(instr)).hexdigest() )	[ "def", "sha512_digest", "(", "instr", ")", ":", "return", "salt", ".", "utils", ".", "stringutils", ".", "to_unicode", "(", "hashlib", ".", "sha512", "(", "salt", ".", "utils", ".", "stringutils", ".", "to_bytes", "(", "instr", ")", ")", ".", "hexdigest"...	29.571429	22.714286
def _get_ref_info_helper(cls, repo, ref_path): """Return: (str(sha), str(target_ref_path)) if available, the sha the file at rela_path points to, or None. target_ref_path is the reference we point to, or None""" tokens = None repodir = _git_dir(repo, ref_path) try: ...	[ "def", "_get_ref_info_helper", "(", "cls", ",", "repo", ",", "ref_path", ")", ":", "tokens", "=", "None", "repodir", "=", "_git_dir", "(", "repo", ",", "ref_path", ")", "try", ":", "with", "open", "(", "osp", ".", "join", "(", "repodir", ",", "ref_path...	42.864865	18.405405
def _update_model(self, gammas, count_matrices, maxiter=10000000): """ Maximization step: Updates the HMM model given the hidden state assignment and count matrices Parameters ---------- gamma : [ ndarray(T,N, dtype=float) ] list of state probabilities for each traje...	[ "def", "_update_model", "(", "self", ",", "gammas", ",", "count_matrices", ",", "maxiter", "=", "10000000", ")", ":", "gamma0_sum", "=", "self", ".", "_init_counts", "(", "gammas", ")", "C", "=", "self", ".", "_transition_counts", "(", "count_matrices", ")",...	41.659574	22.382979
def random_digit_or_empty(self): """ Returns a random digit/number between 0 and 9 or an empty string. """ if self.generator.random.randint(0, 1): return self.generator.random.randint(0, 9) else: return ''	[ "def", "random_digit_or_empty", "(", "self", ")", ":", "if", "self", ".", "generator", ".", "random", ".", "randint", "(", "0", ",", "1", ")", ":", "return", "self", ".", "generator", ".", "random", ".", "randint", "(", "0", ",", "9", ")", "else", ...	29.888889	9
def dataframe(start_row=0, max_rows=None, use_cache=True): """ Construct a query output object where the result is a dataframe Args: start_row: the row of the table at which to start the export (default 0). max_rows: an upper limit on the number of rows to export (default None). use_cache: wh...	[ "def", "dataframe", "(", "start_row", "=", "0", ",", "max_rows", "=", "None", ",", "use_cache", "=", "True", ")", ":", "output", "=", "QueryOutput", "(", ")", "output", ".", "_output_type", "=", "'dataframe'", "output", ".", "_dataframe_start_row", "=", "s...	40.571429	17.571429
def alphabeta_search(state, game, d=4, cutoff_test=None, eval_fn=None): """Search game to determine best action; use alpha-beta pruning. This version cuts off search and uses an evaluation function.""" player = game.to_move(state) def max_value(state, alpha, beta, depth): if cutoff_test(state,...	[ "def", "alphabeta_search", "(", "state", ",", "game", ",", "d", "=", "4", ",", "cutoff_test", "=", "None", ",", "eval_fn", "=", "None", ")", ":", "player", "=", "game", ".", "to_move", "(", "state", ")", "def", "max_value", "(", "state", ",", "alpha"...	38.052632	15.894737
def dragEnterEvent(self, event): """Reimplement Qt method Inform Qt about the types of data that the widget accepts""" source = event.mimeData() # The second check is necessary on Windows, where source.hasUrls() # can return True but source.urls() is [] # The third ...	[ "def", "dragEnterEvent", "(", "self", ",", "event", ")", ":", "source", "=", "event", ".", "mimeData", "(", ")", "# The second check is necessary on Windows, where source.hasUrls()\r", "# can return True but source.urls() is []\r", "# The third check is needed since a file could be...	45	14.846154
def delete(self, rid, raise_on_error=True): """Write cache data to the data store. Args: rid (str): The record identifier. raise_on_error (bool): If True and not r.ok this method will raise a RunTimeError. Returns: object : Python request response. "...	[ "def", "delete", "(", "self", ",", "rid", ",", "raise_on_error", "=", "True", ")", ":", "return", "self", ".", "ds", ".", "delete", "(", "rid", ",", "raise_on_error", ")" ]	33	18.909091
def _combine(self, applied, shortcut=False): """Recombine the applied objects like the original.""" applied_example, applied = peek_at(applied) coord, dim, positions = self._infer_concat_args(applied_example) if shortcut: combined = self._concat_shortcut(applied, dim, positio...	[ "def", "_combine", "(", "self", ",", "applied", ",", "shortcut", "=", "False", ")", ":", "applied_example", ",", "applied", "=", "peek_at", "(", "applied", ")", "coord", ",", "dim", ",", "positions", "=", "self", ".", "_infer_concat_args", "(", "applied_ex...	43.47619	17.095238
def dynamic_exclusion_worker(display, n_threads): """This worker allows mutualy exclusive jobs to start safely. The user provides the information on which jobs exclude the simultaneous execution of other jobs:: a = task() b = task() update_hints(a, {'task': '1', 'exclude': ['2']}) ...	[ "def", "dynamic_exclusion_worker", "(", "display", ",", "n_threads", ")", ":", "LogQ", "=", "Queue", "(", ")", "threading", ".", "Thread", "(", "target", "=", "patch", ",", "args", "=", "(", "LogQ", ".", "source", ",", "sink_map", "(", "display", ")", ...	31.329545	18.329545
def resolved_packages(self): """Return a list of PackageVariant objects, or None if the resolve did not complete or was unsuccessful. """ if (self.status != SolverStatus.solved): return None final_phase = self.phase_stack[-1] return final_phase._get_solved_va...	[ "def", "resolved_packages", "(", "self", ")", ":", "if", "(", "self", ".", "status", "!=", "SolverStatus", ".", "solved", ")", ":", "return", "None", "final_phase", "=", "self", ".", "phase_stack", "[", "-", "1", "]", "return", "final_phase", ".", "_get_...	35.555556	9.888889
def render_placeholder(self, placeholder, parent_object=None, template_name=None, cachable=None, limit_parent_language=True, fallback_language=None): """ The main rendering sequence for placeholders. This will do all the magic for caching, and call :func:`render_items` in the end. """ ...	[ "def", "render_placeholder", "(", "self", ",", "placeholder", ",", "parent_object", "=", "None", ",", "template_name", "=", "None", ",", "cachable", "=", "None", ",", "limit_parent_language", "=", "True", ",", "fallback_language", "=", "None", ")", ":", "place...	50.9375	29.8125
def max(self, expr, extra_constraints=(), solver=None, model_callback=None): """ Return the maximum value of expr. :param expr: expression (an AST) to evaluate :param solver: a solver object, native to the backend, to assist in the evaluation (for example, a z3.So...	[ "def", "max", "(", "self", ",", "expr", ",", "extra_constraints", "=", "(", ")", ",", "solver", "=", "None", ",", "model_callback", "=", "None", ")", ":", "if", "self", ".", "_solver_required", "and", "solver", "is", "None", ":", "raise", "BackendError",...	59.133333	33.666667
def get_vm_info(self, client): """Return vm info.""" out = '' self._set_init_system(client) if self.init_system == 'systemd': try: out += 'systemd-analyze:\n\n' out += ipa_utils.execute_ssh_command( client, ...	[ "def", "get_vm_info", "(", "self", ",", "client", ")", ":", "out", "=", "''", "self", ".", "_set_init_system", "(", "client", ")", "if", "self", ".", "init_system", "==", "'systemd'", ":", "try", ":", "out", "+=", "'systemd-analyze:\\n\\n'", "out", "+=", ...	30.142857	15.964286
async def verify_parent_task_definition(chain, parent_link): """Rebuild the decision/action/cron task definition via json-e. This is Chain of Trust verification version 2, aka cotv2. Instead of looking at various parts of the parent task's task definition and making sure they look well-formed, let's re...	[ "async", "def", "verify_parent_task_definition", "(", "chain", ",", "parent_link", ")", ":", "log", ".", "info", "(", "\"Verifying {} {} definition...\"", ".", "format", "(", "parent_link", ".", "name", ",", "parent_link", ".", "task_id", ")", ")", "decision_link"...	45.369565	26.5
def __update(self): """Load the IRQ file and update the internal dict.""" self.reset() if not os.path.exists(self.IRQ_FILE): # Correct issue #947: IRQ file do not exist on OpenVZ container return self.stats try: with open(self.IRQ_FILE) as irq_proc: ...	[ "def", "__update", "(", "self", ")", ":", "self", ".", "reset", "(", ")", "if", "not", "os", ".", "path", ".", "exists", "(", "self", ".", "IRQ_FILE", ")", ":", "# Correct issue #947: IRQ file do not exist on OpenVZ container", "return", "self", ".", "stats", ...	39.666667	16.060606
def _is_null(instance, name): ''' Determine if an attribute of an instance with a specific name is null. ''' if name in instance.__dict__: value = instance.__dict__[name] else: value = getattr(instance, name) if value: return False elif value is None: ...	[ "def", "_is_null", "(", "instance", ",", "name", ")", ":", "if", "name", "in", "instance", ".", "__dict__", ":", "value", "=", "instance", ".", "__dict__", "[", "name", "]", "else", ":", "value", "=", "getattr", "(", "instance", ",", "name", ")", "if...	25.264706	19.794118
def get_all_sources(self): """ Returns: OrderedDict: all source file names in the hierarchy, paired with the names of their subpages. """ if self.__all_sources is None: self.__all_sources = OrderedDict() self.walk(self.__add_one) ...	[ "def", "get_all_sources", "(", "self", ")", ":", "if", "self", ".", "__all_sources", "is", "None", ":", "self", ".", "__all_sources", "=", "OrderedDict", "(", ")", "self", ".", "walk", "(", "self", ".", "__add_one", ")", "return", "self", ".", "__all_sou...	33.8	9.6
def update_colors(self): """Apply any corrections to the current color list and send the results to the driver output. This function primarily provided as a wrapper for each driver's implementation of :py:func:`_compute_packet` and :py:func:`_send_packet`. """ start = sel...	[ "def", "update_colors", "(", "self", ")", ":", "start", "=", "self", ".", "clock", ".", "time", "(", ")", "with", "self", ".", "brightness_lock", ":", "# Swap in a new brightness.", "brightness", ",", "self", ".", "_waiting_brightness", "=", "(", "self", "."...	35.409091	15.818182
def list_upgrades(refresh=False, root=None, *kwargs): # pylint: disable=W0613 ''' List all available package upgrades on this system CLI Example: .. code-block:: bash salt '' pkg.list_upgrades ''' upgrades = {} cmd = ['pacman', '-S', '-p', '-u', '--print-format', '%n %v'] ...	[ "def", "list_upgrades", "(", "refresh", "=", "False", ",", "root", "=", "None", ",", "", "", "kwargs", ")", ":", "# pylint: disable=W0613", "upgrades", "=", "{", "}", "cmd", "=", "[", "'pacman'", ",", "'-S'", ",", "'-p'", ",", "'-u'", ",", "'--print-...	31.270833	22.9375
def push_content(self, title, url, images=None, date=None, expire_date=None, description=None, location=None, price=None, tags=None, author=None, site_name=None, spider=None, vars=None): """ Push a ...	[ "def", "push_content", "(", "self", ",", "title", ",", "url", ",", "images", "=", "None", ",", "date", "=", "None", ",", "expire_date", "=", "None", ",", "description", "=", "None", ",", "location", "=", "None", ",", "price", "=", "None", ",", "tags"...	37.722222	13.018519
def http(self, args, kwargs): """Starts the process of building a new HTTP route linked to this API instance""" kwargs['api'] = self.api return http(args, **kwargs)	[ "def", "http", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'api'", "]", "=", "self", ".", "api", "return", "http", "(", "", "args", ",", "", "", "kwargs", ")" ]	47.25	5
def loader_cls(self): """Loader class used in `JsonRef.replace_refs`.""" cls = self.app.config['JSONSCHEMAS_LOADER_CLS'] if isinstance(cls, six.string_types): return import_string(cls) return cls	[ "def", "loader_cls", "(", "self", ")", ":", "cls", "=", "self", ".", "app", ".", "config", "[", "'JSONSCHEMAS_LOADER_CLS'", "]", "if", "isinstance", "(", "cls", ",", "six", ".", "string_types", ")", ":", "return", "import_string", "(", "cls", ")", "retur...	39	10.666667
def _find_egg_info(ireq): """Find this package's .egg-info directory. Due to how sdists are designed, the .egg-info directory cannot be reliably found without running setup.py to aggregate all configurations. This function instead uses some heuristics to locate the egg-info directory that most like...	[ "def", "_find_egg_info", "(", "ireq", ")", ":", "root", "=", "ireq", ".", "setup_py_dir", "directory_iterator", "=", "_iter_egg_info_directories", "(", "root", ",", "ireq", ".", "name", ")", "try", ":", "top_egg_info", "=", "next", "(", "directory_iterator", "...	36.742857	21.885714
def is_pid(value): """ This function checks whether file path that is specified at "pid_file" option eixsts, whether write permission to the file path. Return the following value: case1: exists path and write permission is_pid('/tmp') '/tmp/hogehoge.pid' case2: non-exis...	[ "def", "is_pid", "(", "value", ")", ":", "value", "=", "os", ".", "path", ".", "expanduser", "(", "value", ")", "value", "=", "os", ".", "path", ".", "expandvars", "(", "value", ")", "value", "=", "os", ".", "path", ".", "abspath", "(", "value", ...	31.341463	19.658537
def create( self, name, command_to_run, description="", environment_variables=None, required_arguments=None, required_arguments_default_values=None, extra_data_to_post=None, ): """Create a task type. Args: name (str): The n...	[ "def", "create", "(", "self", ",", "name", ",", "command_to_run", ",", "description", "=", "\"\"", ",", "environment_variables", "=", "None", ",", "required_arguments", "=", "None", ",", "required_arguments_default_values", "=", "None", ",", "extra_data_to_post", ...	37.714286	19.757143
def can_use_cache(self, target: Target) -> bool: """Return True if should attempt to load `target` from cache. Return False if `target` has to be built, regardless of its cache status (because cache is disabled, or dependencies are dirty). """ # if caching is disabled for t...	[ "def", "can_use_cache", "(", "self", ",", "target", ":", "Target", ")", "->", "bool", ":", "# if caching is disabled for this execution, then all targets are dirty", "if", "self", ".", "conf", ".", "no_build_cache", ":", "return", "False", "# if the target's `cachable` pr...	49.388889	19.611111
def _transcribe_files(self, file_list, file_mimetype): ''' a helper method for multi-processing file transcription ''' # import dependencies import queue from threading import Thread # define multithreading function def _recognize_file(file_path, file_mimetype, queue)...	[ "def", "_transcribe_files", "(", "self", ",", "file_list", ",", "file_mimetype", ")", ":", "# import dependencies\r", "import", "queue", "from", "threading", "import", "Thread", "# define multithreading function\r", "def", "_recognize_file", "(", "file_path", ",", "file...	31.283019	20.716981
def get_assessment_part_query_session_for_bank(self, bank_id, proxy): """Gets the ``OsidSession`` associated with the assessment part query service for the given bank. arg: bank_id (osid.id.Id): the ``Id`` of the ``Bank`` arg: proxy (osid.proxy.Proxy): a proxy return: (osid.assess...	[ "def", "get_assessment_part_query_session_for_bank", "(", "self", ",", "bank_id", ",", "proxy", ")", ":", "if", "not", "self", ".", "supports_assessment_part_query", "(", ")", ":", "raise", "errors", ".", "Unimplemented", "(", ")", "##", "# Also include check to see...	51.208333	21.791667
def _getpwnam(name, root=None): ''' Alternative implementation for getpwnam, that use only /etc/passwd ''' root = '/' if not root else root passwd = os.path.join(root, 'etc/passwd') with salt.utils.files.fopen(passwd) as fp_: for line in fp_: line = salt.utils.stringutils.to_...	[ "def", "_getpwnam", "(", "name", ",", "root", "=", "None", ")", ":", "root", "=", "'/'", "if", "not", "root", "else", "root", "passwd", "=", "os", ".", "path", ".", "join", "(", "root", ",", "'etc/passwd'", ")", "with", "salt", ".", "utils", ".", ...	39	15.666667
def search_in_workspace(self, workspace, params={}, **options): """The search endpoint allows you to build complex queries to find and fetch exactly the data you need from Asana. For a more comprehensive description of all the query parameters and limitations of this endpoint, see our [long-form documentation]...	[ "def", "search_in_workspace", "(", "self", ",", "workspace", ",", "params", "=", "{", "}", ",", "", "", "options", ")", ":", "path", "=", "\"/workspaces/%s/tasks/search\"", "%", "(", "workspace", ")", "return", "self", ".", "client", ".", "get_collection",...	70	21
def build_author_inclusion_filter(authors: Strings) -> EdgePredicate: """Build an edge predicate that passes for edges with citations written by the given author(s).""" if isinstance(authors, str): @edge_predicate def author_filter(edge_data: EdgeData) -> bool: """Pass for edges with...	[ "def", "build_author_inclusion_filter", "(", "authors", ":", "Strings", ")", "->", "EdgePredicate", ":", "if", "isinstance", "(", "authors", ",", "str", ")", ":", "@", "edge_predicate", "def", "author_filter", "(", "edge_data", ":", "EdgeData", ")", "->", "boo...	41.347826	19.695652
def get_data( dataset, query=None, crs="epsg:4326", bounds=None, sortby=None, pagesize=10000, max_workers=5, ): """Get GeoJSON featurecollection from DataBC WFS """ param_dicts = define_request(dataset, query, crs, bounds, sortby, pagesize) with ThreadPoolExecutor(max_worker...	[ "def", "get_data", "(", "dataset", ",", "query", "=", "None", ",", "crs", "=", "\"epsg:4326\"", ",", "bounds", "=", "None", ",", "sortby", "=", "None", ",", "pagesize", "=", "10000", ",", "max_workers", "=", "5", ",", ")", ":", "param_dicts", "=", "d...	26.45	22.3
def set_occupancy_modes(self, index, auto_away=None, follow_me=None): '''Enable/disable Smart Home/Away and Follow Me modes Values: True, False ''' body = { 'selection': { 'selectionType': 'thermostats', 'selectionMatch': self.thermost...	[ "def", "set_occupancy_modes", "(", "self", ",", "index", ",", "auto_away", "=", "None", ",", "follow_me", "=", "None", ")", ":", "body", "=", "{", "'selection'", ":", "{", "'selectionType'", ":", "'thermostats'", ",", "'selectionMatch'", ":", "self", ".", ...	36.6875	18.6875
def parse_manifest(cls, session, url_or_manifest, **args): """ Attempt to parse a DASH manifest file and return its streams :param session: Streamlink session instance :param url_or_manifest: URL of the manifest file or an XML manifest string :return: a dict of name -> DASHStrea...	[ "def", "parse_manifest", "(", "cls", ",", "session", ",", "url_or_manifest", ",", "", "", "args", ")", ":", "ret", "=", "{", "}", "if", "url_or_manifest", ".", "startswith", "(", "'<?xml'", ")", ":", "mpd", "=", "MPD", "(", "parse_xml", "(", "url_or_...	37.5	23.175676
def parse(self,xml): """ Parses an XML document into a form read for insertion into the database xml = the xml document to be parsed """ if not self.xmlparser: raise LIGOLwParseError, "pyRXP parser not initialized" if not self.lwtparser: raise LIGOLwParseError, "LIGO_LW tuple parser...	[ "def", "parse", "(", "self", ",", "xml", ")", ":", "if", "not", "self", ".", "xmlparser", ":", "raise", "LIGOLwParseError", ",", "\"pyRXP parser not initialized\"", "if", "not", "self", ".", "lwtparser", ":", "raise", "LIGOLwParseError", ",", "\"LIGO_LW tuple pa...	35.866667	15.866667
def execute_action_sequence(self, action_sequence: List[str], side_arguments: List[Dict] = None): """ Executes the program defined by an action sequence directly, without needing the overhead of translating to a logical form first. For any given program, :func:`execute` and this functio...	[ "def", "execute_action_sequence", "(", "self", ",", "action_sequence", ":", "List", "[", "str", "]", ",", "side_arguments", ":", "List", "[", "Dict", "]", "=", "None", ")", ":", "# We'll strip off the first action, because it doesn't matter for execution.", "first_actio...	64.684211	32.578947

def format(self, record): """tweaked from source of base""" try: record.message = record.getMessage() except TypeError: # if error during msg = msg % self.args if record.args: if isinstance(record.args, collections.Mapping): ...

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38.5

18.466667

def abort(self): """Abort the processing_block.""" LOG.debug('Aborting PB %s', self._id) self.set_status('aborted') pb_type = DB.get_hash_value(self.key, 'type') key = '{}:active'.format(self._type) DB.remove_from_list(key, self._id) key = '{}:active:{}'.format(se...

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41.642857

7.571429

def _rfc3339_to_datetime(dt_str): """Convert a microsecond-precision timestamp to a native datetime. :type dt_str: str :param dt_str: The string to convert. :rtype: :class:`datetime.datetime` :returns: The datetime object created from the string. """ return datetime.datetime.strptime(dt_st...

[ "def", "_rfc3339_to_datetime", "(", "dt_str", ")", ":", "return", "datetime", ".", "datetime", ".", "strptime", "(", "dt_str", ",", "_RFC3339_MICROS", ")", ".", "replace", "(", "tzinfo", "=", "UTC", ")" ]

35

16.9

def execDetails(self, reqId, contract, execution): """execDetails(EWrapper self, int reqId, Contract contract, Execution execution)""" return _swigibpy.EWrapper_execDetails(self, reqId, contract, execution)

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73.333333

16.333333

def get_article_detail(text, del_qqmusic=True, del_voice=True): """根据微信文章的临时链接获取明细 1. 获取文本中所有的图片链接列表 2. 获取微信文章的html内容页面(去除标题等信息) Parameters ---------- text : str or unicode 一篇微信文章的文本 del_qqmusic: bool 删除文章中的qq音乐 del_voice: bool ...

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31.02381

18.845238

def list_fonts(): """List system fonts Returns ------- fonts : list of str List of system fonts. """ vals = _list_fonts() for font in _vispy_fonts: vals += [font] if font not in vals else [] vals = sorted(vals, key=lambda s: s.lower()) return vals

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22.153846

16.846154

def runProcess(cmd, *args): """Run `cmd` (which is searched for in the executable path) with `args` and return the exit status. In general (unless you know what you're doing) use:: runProcess('program', filename) rather than:: os.system('program %s' % filename) because the latter will...

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28.315789

20.105263

def render_chart_data(data): """ Return a dictionary list formatted as a HTML table. Args: data: data in the form consumed by Google Charts. """ builder = HtmlBuilder() builder._render_objects(data, datatype='chartdata') return builder._to_html()

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29.888889

15.222222

def set_size(self, pt=None, px=None): """ Set the size of the font, in px or pt. The px method is a bit inacurate, there can be one or two px less, and max 4 for big numbers (like 503) but the size is never over-estimated. It makes almost the good value. """ assert (pt,...

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34

21.714286

def __view_add_actions(self): """ Sets the View actions. """ self.__view.addAction(self.__container.engine.actions_manager.register_action( "Actions|Umbra|Components|factory.script_editor|Search In Files|Replace All", slot=self.__view_replace_all_action__triggere...

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58.3

27.3

def locales(self): """ Provides access to locale management methods. API reference: https://www.contentful.com/developers/docs/references/content-management-api/#/reference/locales :return: :class:`EnvironmentLocalesProxy <contentful_management.environment_locales_proxy.EnvironmentLoca...

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41.1875

35.8125

def _get_cmd(cmd): """Retrieve required commands for running THetA with our local bcbio python. """ check_cmd = "RunTHetA.py" try: local_cmd = subprocess.check_output(["which", check_cmd]).strip() except subprocess.CalledProcessError: return None return [sys.executable, "%s/%s" %...

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40.555556

18.888889

def limit_order(price, persistence_type=None, size=None, time_in_force=None, min_fill_size=None, bet_target_type=None, bet_target_size=None): """ Create a limit order to send to exchange. :param float size: amount in account currency to be sent. :param float price: price at which the ord...

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50.904762

29

def fq_merge(R1, R2): """ merge separate fastq files """ c = itertools.cycle([1, 2, 3, 4]) for r1, r2 in zip(R1, R2): n = next(c) if n == 1: pair = [[], []] pair[0].append(r1.strip()) pair[1].append(r2.strip()) if n == 4: yield pair

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23.384615

11.538462

def update_badge_users_count(self): """ Denormalizes ``Badge.users.count()`` into ``Bagdes.users_count`` field. """ logger.debug('→ Badge %s: syncing users count...', self.slug) badge, updated = self.badge, False if not badge: logger.debug( '...

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32.484848

19.212121

def _initialize(self): """Sends the initialization packet to the roaster.""" self._header.value = b'\xAA\x55' self._current_state.value = b'\x00\x00' s = self._generate_packet() self._ser.write(s) self._header.value = b'\xAA\xAA' self._current_state.value = b'\x02...

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36.1

9.4

async def open_wallet_search(wallet_handle: int, type_: str, query_json: str, options_json: str) -> int: """ Search for wallet records :param wallet_handle: wallet handler (created by open_wallet). :param type_: allo...

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41.145455

22.054545

def batch_update_reimburse(self, openid, reimburse_status, invoice_list): """ 报销方批量更新发票信息详情请参考 https://mp.weixin.qq.com/wiki?id=mp1496561749_f7T6D :param openid: 用户的 Open ID :param reimburse_status: 发票报销状态 :param invoice_list: 发票列表 :type invoice_list: li...

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30

14.526316

def move(src, dest, user=None): """ Move or rename src to dest. """ src_host, src_port, src_path = path.split(src, user) dest_host, dest_port, dest_path = path.split(dest, user) src_fs = hdfs(src_host, src_port, user) dest_fs = hdfs(dest_host, dest_port, user) try: retval = src_f...

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30.357143

13.928571

def find_postaggs_for(postagg_names, metrics_dict): """Return a list of metrics that are post aggregations""" postagg_metrics = [ metrics_dict[name] for name in postagg_names if metrics_dict[name].metric_type == POST_AGG_TYPE ] # Remove post aggregations that were...

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44.2

12.7

def auto_reuse_variable_scope(func): """ A decorator which automatically reuses the current variable scope if the function has been called with the same variable scope before. Example: .. code-block:: python @auto_reuse_variable_scope def myfunc(x): return tf.layers.co...

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33.975

18.525

def normalize_unicode(text): """ Normalize any unicode characters to ascii equivalent https://docs.python.org/2/library/unicodedata.html#unicodedata.normalize """ if isinstance(text, six.text_type): return unicodedata.normalize('NFKD', text).encode('ascii', 'ignore').decode('utf8') else:...

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36.888889

18.666667

def add(self, data_bytes): '''Feed ASCII string or bytes to the signature function''' try: if isinstance(data_bytes, basestring): # Python 2.7 compatibility data_bytes = map(ord, data_bytes) except NameError: if isinstance(data_bytes, str): # This branch...

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42.6875

20.5625

def save_params( self, f=None, f_params=None, f_optimizer=None, f_history=None): """Saves the module's parameters, history, and optimizer, not the whole object. To save the whole object, use pickle. ``f_params`` and ``f_optimizer`` uses PyTorchs' :func:`~torch.save`...

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39.203125

21.359375

def excepthook(self, etype, evalue, tb): """this is sys.excepthook after init_crashhandler set self.verbose_crash=True to use our full crashhandler, instead of a regular traceback with a short message (crash_handler_lite) """ if self.verbose_crash: r...

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39.727273

19.181818

def _ensure_decoded(s): """ if we have bytes, decode them to unicode """ if isinstance(s, (np.bytes_, bytes)): s = s.decode(pd.get_option('display.encoding')) return s

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36.6

12.2

def makescacoldesc(columnname, value, datamanagertype='', datamanagergroup='', options=0, maxlen=0, comment='', valuetype='', keywords={}): """Create description of a scalar column. A description for a scalar column can be created from...

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def run_workload(database, keys, parameters): """Runs workload against the database.""" total_weight = 0.0 weights = [] operations = [] latencies_ms = {} for operation in OPERATIONS: weight = float(parameters[operation]) if weight <= 0.0: continue total_weight...

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def chalresp(ctx, slot, key, totp, touch, force, generate): """ Program a challenge-response credential. If KEY is not given, an interactive prompt will ask for it. """ controller = ctx.obj['controller'] if key: if generate: ctx.fail('Invalid options: --generate conflicts w...

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def get_semester_start_end(year, season): """ Returns a guess of the start and end dates for given semester. """ if season == Semester.SPRING: start_month, start_day = 1, 20 end_month, end_day = 5, 17 elif season == Semester.SUMMER: start_month, start_day = 5, 25 end_...

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def FindClonedClients(token=None): """A script to find multiple machines reporting the same client_id. This script looks at the hardware serial numbers that a client reported in over time (they get collected with each regular interrogate). We have seen that sometimes those serial numbers change - for example w...

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def walk(self, head=None): """Do a breadth-first walk of the graph, yielding on each node, starting at `head`.""" head = head or self._root_node queue = [] queue.insert(0, head) while queue: node = queue.pop() yield node.num, node.previous, node...

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def _encode(msg, head=False, binary=False): """Convert a Message to a raw string. """ rawstr = str(_MAGICK) + u"{0:s} {1:s} {2:s} {3:s} {4:s}".format( msg.subject, msg.type, msg.sender, msg.time.isoformat(), msg.version) if not head and msg.data: if not binary and isinstance(msg.data, s...

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def save(self): """Write changed .pth file back to disk""" if not self.dirty: return data = '\n'.join(map(self.make_relative, self.paths)) if data: log.debug("Saving %s", self.filename) data = ( "import sys; sys.__plen = len(sys.path)\...

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def query(self, area=None, date=None, raw=None, area_relation='Intersects', order_by=None, limit=None, offset=0, **keywords): """Query the OpenSearch API with the coordinates of an area, a date interval and any other search keywords accepted by the API. Parameters --------...

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def retrieve_adjacency_matrix(graph, order_nodes=None, weight=False): """Retrieve the adjacency matrix from the nx.DiGraph or numpy array.""" if isinstance(graph, np.ndarray): return graph elif isinstance(graph, nx.DiGraph): if order_nodes is None: order_nodes = graph.nodes() ...

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def write_abstract_dag(self): """ Write all the nodes in the workflow to the DAX file. """ # keep track of if we are using stampede at TACC using_stampede = False if not self.__dax_file_path: # this workflow is not dax-compatible, so don't write a dax return import Pegasus.DAX...

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def depth_renderbuffer(self, size, *, samples=0) -> 'Renderbuffer': ''' :py:class:`Renderbuffer` objects are OpenGL objects that contain images. They are created and used specifically with :py:class:`Framebuffer` objects. Args: size (tuple): The width and hei...

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def classical(transform, loglikelihood, parameter_names, prior, start = 0.5, ftol=0.1, disp=0, nsteps=40000, method='neldermead', **args): """ **Classic optimization methods** :param start: start position vector (before transform) :param ftol: accuracy required to stop at optimum :param disp: verbosity :param...

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def anim(self, start=0, stop=None, fps=30): """ Method to return a matplotlib animation. The start and stop frames may be specified as well as the fps. """ figure = self.state or self.initialize_plot() anim = animation.FuncAnimation(figure, self.update_frame, ...

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def principal_inertia_components(self): """ Return the principal components of inertia Ordering corresponds to mesh.principal_inertia_vectors Returns ---------- components : (3,) float Principal components of inertia """ # both components and v...

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def device_set(self, device): """Set device used by :class:`MobileClient` instance. Parameters: device (dict): A device dict as returned by :meth:`devices`. """ if device['id'].startswith('0x'): self.device_id = device['id'][2:] elif device['id'].startswith('ios:'): self.device_id = device['id'].re...

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def get_page_numbers( current_page, num_pages, extremes=DEFAULT_CALLABLE_EXTREMES, arounds=DEFAULT_CALLABLE_AROUNDS, arrows=DEFAULT_CALLABLE_ARROWS): """Default callable for page listing. Produce a Digg-style pagination. """ page_range = range(1, num_pages + 1) pages...

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def rlogistic(mu, tau, size=None): """ Logistic random variates. """ u = np.random.random(size) return mu + np.log(u / (1 - u)) / tau

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def postpro_boxcox(data, report=None): """ Performs box cox transform on everything in data. If report variable is passed, this is added to the report. """ if not report: report = {} # Note the min value of all time series will now be at least 1. mindata = 1 - np.nanmin(data) da...

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def make_gears_cache_registry(args): """ create a new gears registry cache on Ariane Server :param args: the cache parameters - look to the tests to know more :return: remote procedure call return - look to the tests to know more """ LOGGER.debug("InjectorCachedRegistryFa...

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def set_value(ctx, key, value): """Assigns values to config file entries. If the value is omitted, you will be prompted, with the input hidden if it is sensitive. \b $ ddev config set github.user foo New setting: [github] user = "foo" """ scrubbing = False if value is None: ...

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def utf8(data): """Convert a basestring to a valid UTF-8 str.""" if isinstance(data, bytes): return data.decode("utf-8", "replace").encode("utf-8") elif isinstance(data, text_type): return data.encode("utf-8") else: raise TypeError("only unicode/bytes types can be converted to U...

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def append_summary_to_module_docstring(module): """ Change the ``module.__doc__`` docstring to include a summary table based on its contents as declared on ``module.__all__``. """ pairs = [(name, getattr(module, name)) for name in module.__all__] kws = dict(key_header="Name", summary_type="module contents")...

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def on_zijd_mark(self, event): """ Get mouse position on double right click find the interpretation in range of mouse position then mark that interpretation bad or good Parameters ---------- event : the wx Mouseevent for that click Alters ------ ...

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def _from_dict(cls, _dict): """Initialize a Element object from a json dictionary.""" args = {} if 'location' in _dict: args['location'] = Location._from_dict(_dict.get('location')) if 'text' in _dict: args['text'] = _dict.get('text') if 'types' in _dict: ...

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async def make_response(self, request, response, **response_kwargs): """Convert a handler result to web response.""" while iscoroutine(response): response = await response if isinstance(response, StreamResponse): return response response_kwargs.setdefault('conte...

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def createUser(self, localpart, domain, password=None): """ Create a new, blank user account with the given name and domain and, if specified, with the given password. @type localpart: C{unicode} @param localpart: The local portion of the username. ie, the C{'alice'} in...

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def parse_doc(doc): """ Parse docstrings to dict, it should look like: key: value """ if not doc: return {} out = {} for s in doc.split('\n'): s = s.strip().split(':', maxsplit=1) if len(s) == 2: out[s[0]] = s[1] return out

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def serverProperties(self): """gets the server properties for the site as an object""" return ServerProperties(url=self._url + "/properties", securityHandler=self._securityHandler, proxy_url=self._proxy_url, p...

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def open(self): """Open an existing database""" if self._table_exists(): self.mode = "open" # get table info self._get_table_info() return self else: # table not found raise IOError,"Table %s doesn't exist" %self.na...

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def delete_patch(self, patch_name=None, remove=False, backup=False): """ Delete specified patch from the series If remove is True the patch file will also be removed. If remove and backup are True a copy of the deleted patch file will be made. """ if patch_name: patch...

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def _rmv_deps(self, dependencies, package): """Remove dependencies """ removes = [] dependencies.append(package) self._check_if_used(dependencies) for dep in dependencies: if dep not in self.skip and GetFromInstalled(dep).name(): ver = GetFromI...

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def tag_handler(self, cmd): """Process a TagCommand.""" # Keep tags if they indirectly reference something we kept cmd.from_ = self._find_interesting_from(cmd.from_) self.keep = cmd.from_ is not None

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def chdir(self, dir, change_os_dir=0): """Change the current working directory for lookups. If change_os_dir is true, we will also change the "real" cwd to match. """ curr=self._cwd try: if dir is not None: self._cwd = dir if ch...

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def relative_noise_size(self, data, noise): ''' :data: original data as numpy matrix :noise: noise matrix as numpy matrix ''' return np.mean([ sci_dist.cosine(u / la.norm(u), v / la.norm(v)) for u, v in zip(noise, data) ])

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def __calculate_radius(self, number_neighbors, radius): """! @brief Calculate new connectivity radius. @param[in] number_neighbors (uint): Average amount of neighbors that should be connected by new radius. @param[in] radius (double): Current connectivity radius. ...

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def _serialize(self, uri, node): """ Serialize node result as dict """ meta = self._decode_meta(node['meta'], is_published=bool(node['is_published'])) return { 'uri': uri.clone(ext=node['plugin'], version=node['version']), 'content': node['content'], ...

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def sha512_digest(instr): ''' Generate a sha512 hash of a given string ''' return salt.utils.stringutils.to_unicode( hashlib.sha512(salt.utils.stringutils.to_bytes(instr)).hexdigest() )

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29.571429

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def _get_ref_info_helper(cls, repo, ref_path): """Return: (str(sha), str(target_ref_path)) if available, the sha the file at rela_path points to, or None. target_ref_path is the reference we point to, or None""" tokens = None repodir = _git_dir(repo, ref_path) try: ...

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def _update_model(self, gammas, count_matrices, maxiter=10000000): """ Maximization step: Updates the HMM model given the hidden state assignment and count matrices Parameters ---------- gamma : [ ndarray(T,N, dtype=float) ] list of state probabilities for each traje...

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def random_digit_or_empty(self): """ Returns a random digit/number between 0 and 9 or an empty string. """ if self.generator.random.randint(0, 1): return self.generator.random.randint(0, 9) else: return ''

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29.888889

9

def dataframe(start_row=0, max_rows=None, use_cache=True): """ Construct a query output object where the result is a dataframe Args: start_row: the row of the table at which to start the export (default 0). max_rows: an upper limit on the number of rows to export (default None). use_cache: wh...

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40.571429

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def alphabeta_search(state, game, d=4, cutoff_test=None, eval_fn=None): """Search game to determine best action; use alpha-beta pruning. This version cuts off search and uses an evaluation function.""" player = game.to_move(state) def max_value(state, alpha, beta, depth): if cutoff_test(state,...

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def dragEnterEvent(self, event): """Reimplement Qt method Inform Qt about the types of data that the widget accepts""" source = event.mimeData() # The second check is necessary on Windows, where source.hasUrls() # can return True but source.urls() is [] # The third ...

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def delete(self, rid, raise_on_error=True): """Write cache data to the data store. Args: rid (str): The record identifier. raise_on_error (bool): If True and not r.ok this method will raise a RunTimeError. Returns: object : Python request response. "...

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def _combine(self, applied, shortcut=False): """Recombine the applied objects like the original.""" applied_example, applied = peek_at(applied) coord, dim, positions = self._infer_concat_args(applied_example) if shortcut: combined = self._concat_shortcut(applied, dim, positio...

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def dynamic_exclusion_worker(display, n_threads): """This worker allows mutualy exclusive jobs to start safely. The user provides the information on which jobs exclude the simultaneous execution of other jobs:: a = task() b = task() update_hints(a, {'task': '1', 'exclude': ['2']}) ...

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def resolved_packages(self): """Return a list of PackageVariant objects, or None if the resolve did not complete or was unsuccessful. """ if (self.status != SolverStatus.solved): return None final_phase = self.phase_stack[-1] return final_phase._get_solved_va...

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def render_placeholder(self, placeholder, parent_object=None, template_name=None, cachable=None, limit_parent_language=True, fallback_language=None): """ The main rendering sequence for placeholders. This will do all the magic for caching, and call :func:`render_items` in the end. """ ...

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def max(self, expr, extra_constraints=(), solver=None, model_callback=None): """ Return the maximum value of expr. :param expr: expression (an AST) to evaluate :param solver: a solver object, native to the backend, to assist in the evaluation (for example, a z3.So...

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def get_vm_info(self, client): """Return vm info.""" out = '' self._set_init_system(client) if self.init_system == 'systemd': try: out += 'systemd-analyze:\n\n' out += ipa_utils.execute_ssh_command( client, ...

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async def verify_parent_task_definition(chain, parent_link): """Rebuild the decision/action/cron task definition via json-e. This is Chain of Trust verification version 2, aka cotv2. Instead of looking at various parts of the parent task's task definition and making sure they look well-formed, let's re...

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def __update(self): """Load the IRQ file and update the internal dict.""" self.reset() if not os.path.exists(self.IRQ_FILE): # Correct issue #947: IRQ file do not exist on OpenVZ container return self.stats try: with open(self.IRQ_FILE) as irq_proc: ...

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def _is_null(instance, name): ''' Determine if an attribute of an *instance* with a specific *name* is null. ''' if name in instance.__dict__: value = instance.__dict__[name] else: value = getattr(instance, name) if value: return False elif value is None: ...

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def get_all_sources(self): """ Returns: OrderedDict: all source file names in the hierarchy, paired with the names of their subpages. """ if self.__all_sources is None: self.__all_sources = OrderedDict() self.walk(self.__add_one) ...

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def update_colors(self): """Apply any corrections to the current color list and send the results to the driver output. This function primarily provided as a wrapper for each driver's implementation of :py:func:`_compute_packet` and :py:func:`_send_packet`. """ start = sel...

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def list_upgrades(refresh=False, root=None, **kwargs): # pylint: disable=W0613 ''' List all available package upgrades on this system CLI Example: .. code-block:: bash salt '*' pkg.list_upgrades ''' upgrades = {} cmd = ['pacman', '-S', '-p', '-u', '--print-format', '%n %v'] ...

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def push_content(self, title, url, images=None, date=None, expire_date=None, description=None, location=None, price=None, tags=None, author=None, site_name=None, spider=None, vars=None): """ Push a ...

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def http(self, *args, **kwargs): """Starts the process of building a new HTTP route linked to this API instance""" kwargs['api'] = self.api return http(*args, **kwargs)

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def loader_cls(self): """Loader class used in `JsonRef.replace_refs`.""" cls = self.app.config['JSONSCHEMAS_LOADER_CLS'] if isinstance(cls, six.string_types): return import_string(cls) return cls

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def _find_egg_info(ireq): """Find this package's .egg-info directory. Due to how sdists are designed, the .egg-info directory cannot be reliably found without running setup.py to aggregate all configurations. This function instead uses some heuristics to locate the egg-info directory that most like...

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def is_pid(value): """ This function checks whether file path that is specified at "pid_file" option eixsts, whether write permission to the file path. Return the following value: case1: exists path and write permission is_pid('/tmp') '/tmp/hogehoge.pid' case2: non-exis...

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def create( self, name, command_to_run, description="", environment_variables=None, required_arguments=None, required_arguments_default_values=None, extra_data_to_post=None, ): """Create a task type. Args: name (str): The n...

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def can_use_cache(self, target: Target) -> bool: """Return True if should attempt to load `target` from cache. Return False if `target` has to be built, regardless of its cache status (because cache is disabled, or dependencies are dirty). """ # if caching is disabled for t...

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def _transcribe_files(self, file_list, file_mimetype): ''' a helper method for multi-processing file transcription ''' # import dependencies import queue from threading import Thread # define multithreading function def _recognize_file(file_path, file_mimetype, queue)...

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def get_assessment_part_query_session_for_bank(self, bank_id, proxy): """Gets the ``OsidSession`` associated with the assessment part query service for the given bank. arg: bank_id (osid.id.Id): the ``Id`` of the ``Bank`` arg: proxy (osid.proxy.Proxy): a proxy return: (osid.assess...

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def _getpwnam(name, root=None): ''' Alternative implementation for getpwnam, that use only /etc/passwd ''' root = '/' if not root else root passwd = os.path.join(root, 'etc/passwd') with salt.utils.files.fopen(passwd) as fp_: for line in fp_: line = salt.utils.stringutils.to_...

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def search_in_workspace(self, workspace, params={}, **options): """The search endpoint allows you to build complex queries to find and fetch exactly the data you need from Asana. For a more comprehensive description of all the query parameters and limitations of this endpoint, see our [long-form documentation]...

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def build_author_inclusion_filter(authors: Strings) -> EdgePredicate: """Build an edge predicate that passes for edges with citations written by the given author(s).""" if isinstance(authors, str): @edge_predicate def author_filter(edge_data: EdgeData) -> bool: """Pass for edges with...

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def get_data( dataset, query=None, crs="epsg:4326", bounds=None, sortby=None, pagesize=10000, max_workers=5, ): """Get GeoJSON featurecollection from DataBC WFS """ param_dicts = define_request(dataset, query, crs, bounds, sortby, pagesize) with ThreadPoolExecutor(max_worker...

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def set_occupancy_modes(self, index, auto_away=None, follow_me=None): '''Enable/disable Smart Home/Away and Follow Me modes Values: True, False ''' body = { 'selection': { 'selectionType': 'thermostats', 'selectionMatch': self.thermost...

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def parse_manifest(cls, session, url_or_manifest, **args): """ Attempt to parse a DASH manifest file and return its streams :param session: Streamlink session instance :param url_or_manifest: URL of the manifest file or an XML manifest string :return: a dict of name -> DASHStrea...

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def parse(self,xml): """ Parses an XML document into a form read for insertion into the database xml = the xml document to be parsed """ if not self.xmlparser: raise LIGOLwParseError, "pyRXP parser not initialized" if not self.lwtparser: raise LIGOLwParseError, "LIGO_LW tuple parser...

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def execute_action_sequence(self, action_sequence: List[str], side_arguments: List[Dict] = None): """ Executes the program defined by an action sequence directly, without needing the overhead of translating to a logical form first. For any given program, :func:`execute` and this functio...

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