kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def create(cls, location=None, storage_class=None, kwargs): r"""Create a bucket. :param location: Location of a bucket (instance or name). Default: Default location. :param storage_class: Storage class of a bucket. Default: Default storage class. :param \kwar...	[ "def", "create", "(", "cls", ",", "location", "=", "None", ",", "storage_class", "=", "None", ",", "", "", "kwargs", ")", ":", "with", "db", ".", "session", ".", "begin_nested", "(", ")", ":", "if", "location", "is", "None", ":", "location", "=", ...	39.038462	16.461538
def verifyInputs(self, mode): """Goes through and checks all stimuli and input settings are valid and consistent. Prompts user with a message if there is a condition that would prevent acquisition. :param mode: The mode of acquisition trying to be run. Options are 'chart', o...	[ "def", "verifyInputs", "(", "self", ",", "mode", ")", ":", "if", "len", "(", "self", ".", "_aichans", ")", "<", "1", ":", "failmsg", "=", "\"Must have at least one input channel selected\"", "QtGui", ".", "QMessageBox", ".", "warning", "(", "self", ",", "\"I...	64.298507	33.940299
def _detect(self): """ Detect state variables that could be const """ results = [] all_info = '' all_variables = [c.state_variables for c in self.slither.contracts] all_variables = set([item for sublist in all_variables for item in sublist]) all_non_constant_elem...	[ "def", "_detect", "(", "self", ")", ":", "results", "=", "[", "]", "all_info", "=", "''", "all_variables", "=", "[", "c", ".", "state_variables", "for", "c", "in", "self", ".", "slither", ".", "contracts", "]", "all_variables", "=", "set", "(", "[", ...	51.580645	29.870968
def _print_memory(self, memory): """Print memory. """ for addr, value in memory.items(): print(" 0x%08x : 0x%08x (%d)" % (addr, value, value))	[ "def", "_print_memory", "(", "self", ",", "memory", ")", ":", "for", "addr", ",", "value", "in", "memory", ".", "items", "(", ")", ":", "print", "(", "\" 0x%08x : 0x%08x (%d)\"", "%", "(", "addr", ",", "value", ",", "value", ")", ")" ]	35.4	7.6
def delete_records_safely_by_xml_id(env, xml_ids): """This removes in the safest possible way the records whose XML-IDs are passed as argument. :param xml_ids: List of XML-ID string identifiers of the records to remove. """ for xml_id in xml_ids: logger.debug('Deleting record for XML-ID %s'...	[ "def", "delete_records_safely_by_xml_id", "(", "env", ",", "xml_ids", ")", ":", "for", "xml_id", "in", "xml_ids", ":", "logger", ".", "debug", "(", "'Deleting record for XML-ID %s'", ",", "xml_id", ")", "try", ":", "with", "env", ".", "cr", ".", "savepoint", ...	40.153846	17.307692
def unsubscribe(self, *args): """ Unsubscribe from the supplied channels. If empty, unsubscribe from all channels """ if args: args = list_or_args(args[0], args[1:]) channels = self._normalize_keys(dict.fromkeys(args)) else: channels = ...	[ "def", "unsubscribe", "(", "self", ",", "*", "args", ")", ":", "if", "args", ":", "args", "=", "list_or_args", "(", "args", "[", "0", "]", ",", "args", "[", "1", ":", "]", ")", "channels", "=", "self", ".", "_normalize_keys", "(", "dict", ".", "f...	36.583333	15.75
def get(self, name): """ creates connection to the MQ with process-specific settings :return :mq::flopsy::Publisher instance""" if name not in self.pools: self.pools[name] = _Pool(logger=self.logger, name=name) return self.pools[name].get()	[ "def", "get", "(", "self", ",", "name", ")", ":", "if", "name", "not", "in", "self", ".", "pools", ":", "self", ".", "pools", "[", "name", "]", "=", "_Pool", "(", "logger", "=", "self", ".", "logger", ",", "name", "=", "name", ")", "return", "s...	46.5	9.333333
def audiorate(filename): """Determines the samplerate of the given audio recording file :param filename: filename of the audiofile :type filename: str :returns: int -- samplerate of the recording """ if '.wav' in filename.lower(): wf = wave.open(filename) fs = wf.getframerate() ...	[ "def", "audiorate", "(", "filename", ")", ":", "if", "'.wav'", "in", "filename", ".", "lower", "(", ")", ":", "wf", "=", "wave", ".", "open", "(", "filename", ")", "fs", "=", "wf", ".", "getframerate", "(", ")", "wf", ".", "close", "(", ")", "eli...	28.529412	17.294118
def main(): """ Parse the arguments and use them to create a ExistCli object """ version = 'Python Exist %s' % __version__ arguments = docopt(__doc__, version=version) ExistCli(arguments)	[ "def", "main", "(", ")", ":", "version", "=", "'Python Exist %s'", "%", "__version__", "arguments", "=", "docopt", "(", "__doc__", ",", "version", "=", "version", ")", "ExistCli", "(", "arguments", ")" ]	39.8	11.8
def check_module(mod_name): """Calls sys.exit() if the module mod_name is not found.""" # Special cases # if mod_name in module_name: mod_name = module_name[mod_name] # Use a try except block # try: __import__(mod_name) except ImportError as e: if str(e) != 'No module named %s'...	[ "def", "check_module", "(", "mod_name", ")", ":", "# Special cases #", "if", "mod_name", "in", "module_name", ":", "mod_name", "=", "module_name", "[", "mod_name", "]", "# Use a try except block #", "try", ":", "__import__", "(", "mod_name", ")", "except", "Import...	46.230769	22.769231
def plot(self, title='TimeMoc', view=(None, None)): """ Plot the TimeMoc in a time window. This method uses interactive matplotlib. The user can move its mouse through the plot to see the time (at the mouse position). Parameters ---------- title : str, optional ...	[ "def", "plot", "(", "self", ",", "title", "=", "'TimeMoc'", ",", "view", "=", "(", "None", ",", "None", ")", ")", ":", "from", "matplotlib", ".", "colors", "import", "LinearSegmentedColormap", "import", "matplotlib", ".", "pyplot", "as", "plt", "if", "se...	33.571429	24.5
def find_path_package_name(thepath): """ Takes a file system path and returns the name of the python package the said path belongs to. If the said path can not be determined, it returns None. """ module_found = False last_module_found = None continue_ = True while contin...	[ "def", "find_path_package_name", "(", "thepath", ")", ":", "module_found", "=", "False", "last_module_found", "=", "None", "continue_", "=", "True", "while", "continue_", ":", "module_found", "=", "is_path_python_module", "(", "thepath", ")", "next_path", "=", "pa...	38.25	16.416667
def new_stats_exporter(option): """ new_stats_exporter returns an exporter that exports stats to Prometheus. """ if option.namespace == "": raise ValueError("Namespace can not be empty string.") collector = new_collector(option) exporter = PrometheusStatsExporter(options=option, ...	[ "def", "new_stats_exporter", "(", "option", ")", ":", "if", "option", ".", "namespace", "==", "\"\"", ":", "raise", "ValueError", "(", "\"Namespace can not be empty string.\"", ")", "collector", "=", "new_collector", "(", "option", ")", "exporter", "=", "Prometheu...	34.307692	15.769231
def endpoint_name(self, endpoint_name): """ Sets the endpoint_name of this PreSharedKey. The unique endpoint identifier that this pre-shared key applies to. 16-64 [printable](https://en.wikipedia.org/wiki/ASCII#Printable_characters) (non-control) ASCII characters. :param endpoint_name: ...	[ "def", "endpoint_name", "(", "self", ",", "endpoint_name", ")", ":", "if", "endpoint_name", "is", "None", ":", "raise", "ValueError", "(", "\"Invalid value for `endpoint_name`, must not be `None`\"", ")", "if", "endpoint_name", "is", "not", "None", "and", "not", "re...	53.857143	33.714286
def read_double(self, little_endian=True): """ Read 8 bytes as a double value from the stream. Args: little_endian (bool): specify the endianness. (Default) Little endian. Returns: float: """ if little_endian: endian = "<" els...	[ "def", "read_double", "(", "self", ",", "little_endian", "=", "True", ")", ":", "if", "little_endian", ":", "endian", "=", "\"<\"", "else", ":", "endian", "=", "\">\"", "return", "self", ".", "unpack", "(", "\"%sd\"", "%", "endian", ",", "8", ")" ]	25.266667	19.4
def _escapify(qstring): """Escape the characters in a quoted string which need it. @param qstring: the string @type qstring: string @returns: the escaped string @rtype: string """ text = '' for c in qstring: if c in __escaped: text += '\\' + c elif ord(c) >=...	[ "def", "_escapify", "(", "qstring", ")", ":", "text", "=", "''", "for", "c", "in", "qstring", ":", "if", "c", "in", "__escaped", ":", "text", "+=", "'\\\\'", "+", "c", "elif", "ord", "(", "c", ")", ">=", "0x20", "and", "ord", "(", "c", ")", "<"...	23.166667	16.888889
def _execute(self, ifile, process): """ Execution loop :param ifile: Input file object. Unused. :type ifile: file :return: `None`. """ if self._protocol_version == 2: result = self._read_chunk(ifile) if not result: return ...	[ "def", "_execute", "(", "self", ",", "ifile", ",", "process", ")", ":", "if", "self", ".", "_protocol_version", "==", "2", ":", "result", "=", "self", ".", "_read_chunk", "(", "ifile", ")", "if", "not", "result", ":", "return", "metadata", ",", "body",...	25.521739	20.26087
def parse_name(name): """Parses a subject string as used in OpenSSLs command line utilities. The ``name`` is expected to be close to the subject format commonly used by OpenSSL, for example ``/C=AT/L=Vienna/CN=example.com/emailAddress=user@example.com``. The function does its best to be lenient on devi...	[ "def", "parse_name", "(", "name", ")", ":", "name", "=", "name", ".", "strip", "(", ")", "if", "not", "name", ":", "# empty subjects are ok", "return", "[", "]", "try", ":", "items", "=", "[", "(", "NAME_CASE_MAPPINGS", "[", "t", "[", "0", "]", ".", ...	46.035088	32.649123
def set_limits(self, limits): """ Set the limit data to the given list of limits. Limits are specified as the raw msgpack string representing the limit. Computes the checksum of the limits; if the checksum is identical to the current one, no action is taken. """ ...	[ "def", "set_limits", "(", "self", ",", "limits", ")", ":", "# First task, build the checksum of the new limits", "chksum", "=", "hashlib", ".", "md5", "(", ")", "# sufficient for our purposes", "for", "lim", "in", "limits", ":", "chksum", ".", "update", "(", "lim"...	36.380952	16.285714
def _terminal_use_capability(capability_name): """ If the terminal supports the given capability, output it. Return whether it was output. """ curses.setupterm() capability = curses.tigetstr(capability_name) if capability: sys.stdout.write(_unicode(capability)) return bool(capab...	[ "def", "_terminal_use_capability", "(", "capability_name", ")", ":", "curses", ".", "setupterm", "(", ")", "capability", "=", "curses", ".", "tigetstr", "(", "capability_name", ")", "if", "capability", ":", "sys", ".", "stdout", ".", "write", "(", "_unicode", ...	31.7	13.3
def activate_network_interface(iface): """Bring up the given network interface. @raise OSError: if interface does not exist or permissions are missing """ iface = iface.encode() SIOCGIFFLAGS = 0x8913 # /usr/include/bits/ioctls.h SIOCSIFFLAGS = 0x8914 # /usr/include/bits/ioctls.h IFF_UP = 0x...	[ "def", "activate_network_interface", "(", "iface", ")", ":", "iface", "=", "iface", ".", "encode", "(", ")", "SIOCGIFFLAGS", "=", "0x8913", "# /usr/include/bits/ioctls.h", "SIOCSIFFLAGS", "=", "0x8914", "# /usr/include/bits/ioctls.h", "IFF_UP", "=", "0x1", "# /usr/inc...	46.137931	26.034483
def show_devices(verbose=False, kwargs): """Show information about connected devices. The verbose flag sets to verbose or not. kwargs are passed directly to the find() function. """ kwargs["find_all"] = True devices = find(**kwargs) strings = "" for device in devices: if not...	[ "def", "show_devices", "(", "verbose", "=", "False", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "\"find_all\"", "]", "=", "True", "devices", "=", "find", "(", "", "", "kwargs", ")", "strings", "=", "\"\"", "for", "device", "in", "devices", "...	31.411765	15.235294
def dbtemplate_save(sender, instance, created, **kwargs): """create widget/page content/base theme from given db template:: /widget/icon/my_awesome.html /base/widget/my_new_widget_box.html /base/page/my_new_page_layout.html """ if created: if 'widget' in instance.name: ...	[ "def", "dbtemplate_save", "(", "sender", ",", "instance", ",", "created", ",", "", "", "kwargs", ")", ":", "if", "created", ":", "if", "'widget'", "in", "instance", ".", "name", ":", "name", "=", "instance", ".", "name", ".", "split", "(", "'/'", "...	42.891892	14.189189
def add_tip_lines_to_axes(self): "add lines to connect tips to zero axis for tip_labels_align=True" # get tip-coords and align-coords from verts xpos, ypos, aedges, averts = self.get_tip_label_coords() if self.style.tip_labels_align: self.axes.graph( aedges,...	[ "def", "add_tip_lines_to_axes", "(", "self", ")", ":", "# get tip-coords and align-coords from verts", "xpos", ",", "ypos", ",", "aedges", ",", "averts", "=", "self", ".", "get_tip_label_coords", "(", ")", "if", "self", ".", "style", ".", "tip_labels_align", ":", ...	35.923077	16.846154
def find_n90(contig_lengths_dict, genome_length_dict): """ Calculate the N90 for each strain. N90 is defined as the largest contig such that at least 9/10 of the total genome size is contained in contigs equal to or larger than this contig :param contig_lengths_dict: dictionary of strain name: reverse-s...	[ "def", "find_n90", "(", "contig_lengths_dict", ",", "genome_length_dict", ")", ":", "# Initialise the dictionary", "n90_dict", "=", "dict", "(", ")", "for", "file_name", ",", "contig_lengths", "in", "contig_lengths_dict", ".", "items", "(", ")", ":", "currentlength"...	50.7	23.9
def get_transformation_matrix(self, theta): """ Computes the homogeneous transformation matrix for this link. """ ct = numpy.cos(theta + self.theta) st = numpy.sin(theta + self.theta) ca = numpy.cos(self.alpha) sa = numpy.sin(self.alpha) return numpy.matrix(((ct, -st * c...	[ "def", "get_transformation_matrix", "(", "self", ",", "theta", ")", ":", "ct", "=", "numpy", ".", "cos", "(", "theta", "+", "self", ".", "theta", ")", "st", "=", "numpy", ".", "sin", "(", "theta", "+", "self", ".", "theta", ")", "ca", "=", "numpy",...	45.090909	11.181818
def mint_token_if_balance_low( token_contract: ContractProxy, target_address: str, min_balance: int, fund_amount: int, gas_limit: int, mint_msg: str, no_action_msg: str = None, ) -> Optional[TransactionHash]: """ Check token balance and mint if below minimum "...	[ "def", "mint_token_if_balance_low", "(", "token_contract", ":", "ContractProxy", ",", "target_address", ":", "str", ",", "min_balance", ":", "int", ",", "fund_amount", ":", "int", ",", "gas_limit", ":", "int", ",", "mint_msg", ":", "str", ",", "no_action_msg", ...	36.35	18.1
def permitted_query(self, query, group, operations): '''Change the ``query`` so that only instances for which ``group`` has roles with permission on ``operations`` are returned.''' session = query.session models = session.router user = group.user if user.is_superuser: # super-u...	[ "def", "permitted_query", "(", "self", ",", "query", ",", "group", ",", "operations", ")", ":", "session", "=", "query", ".", "session", "models", "=", "session", ".", "router", "user", "=", "group", ".", "user", "if", "user", ".", "is_superuser", ":", ...	48.8	18.628571
def xrdb(xrdb_files=None): """Merge the colors into the X db so new terminals use them.""" xrdb_files = xrdb_files or \ [os.path.join(CACHE_DIR, "colors.Xresources")] if shutil.which("xrdb") and OS != "Darwin": for file in xrdb_files: subprocess.run(["xrdb", "-merge", "-quiet", ...	[ "def", "xrdb", "(", "xrdb_files", "=", "None", ")", ":", "xrdb_files", "=", "xrdb_files", "or", "[", "os", ".", "path", ".", "join", "(", "CACHE_DIR", ",", "\"colors.Xresources\"", ")", "]", "if", "shutil", ".", "which", "(", "\"xrdb\"", ")", "and", "O...	39.875	14.25
def make_copy_paste_env(env: Dict[str, str]) -> str: """ Convert an environment into a set of commands that can be copied/pasted, on the build platform, to recreate that environment. """ windows = platform.system() == "Windows" cmd = "set" if windows else "export" return ( "\n".join(...	[ "def", "make_copy_paste_env", "(", "env", ":", "Dict", "[", "str", ",", "str", "]", ")", "->", "str", ":", "windows", "=", "platform", ".", "system", "(", ")", "==", "\"Windows\"", "cmd", "=", "\"set\"", "if", "windows", "else", "\"export\"", "return", ...	32.5	16.25
def xor(cls, obj, **kwargs): """Query an object. :param obj: object to test :param kwargs: query specified in kwargssql :return: `True` if exactly one `kwargs` expression is `True`, `False` otherwise. :rtype: bool """ return cls.__...	[ "def", "xor", "(", "cls", ",", "obj", ",", "", "", "kwargs", ")", ":", "return", "cls", ".", "__eval_seqexp", "(", "obj", ",", "operator", ".", "xor", ",", "", "", "kwargs", ")" ]	24.785714	19.928571
def qwarp_align(dset_from,dset_to,skull_strip=True,mask=None,affine_suffix='_aff',suffix='_qwarp',prefix=None): '''aligns ``dset_from`` to ``dset_to`` using 3dQwarp Will run ``3dSkullStrip`` (unless ``skull_strip`` is ``False``), ``3dUnifize``, ``3dAllineate``, and then ``3dQwarp``. This method will add su...	[ "def", "qwarp_align", "(", "dset_from", ",", "dset_to", ",", "skull_strip", "=", "True", ",", "mask", "=", "None", ",", "affine_suffix", "=", "'_aff'", ",", "suffix", "=", "'_qwarp'", ",", "prefix", "=", "None", ")", ":", "dset_ss", "=", "lambda", "dset"...	47.120482	30.662651
def add_current_text(self): """ Add current text to combo box history (convenient method). If path ends in os separator ("\" windows, "/" unix) remove it. """ text = self.currentText() if osp.isdir(text) and text: if text[-1] == os.sep: ...	[ "def", "add_current_text", "(", "self", ")", ":", "text", "=", "self", ".", "currentText", "(", ")", "if", "osp", ".", "isdir", "(", "text", ")", "and", "text", ":", "if", "text", "[", "-", "1", "]", "==", "os", ".", "sep", ":", "text", "=", "t...	35.7	10.5
def setup(self, universe): """ Setup Security with universe. Speeds up future runs. Args: * universe (DataFrame): DataFrame of prices with security's name as one of the columns. """ # if we already have all the prices, we will store them to speed up ...	[ "def", "setup", "(", "self", ",", "universe", ")", ":", "# if we already have all the prices, we will store them to speed up", "# future updates", "try", ":", "prices", "=", "universe", "[", "self", ".", "name", "]", "except", "KeyError", ":", "prices", "=", "None",...	32.714286	17.914286
def mv_files(src, dst): """ Move all files from one directory to another :param str src: Source directory :param str dst: Destination directory :return none: """ # list the files in the src directory files = os.listdir(src) # loop for each file found for file in files: #...	[ "def", "mv_files", "(", "src", ",", "dst", ")", ":", "# list the files in the src directory", "files", "=", "os", ".", "listdir", "(", "src", ")", "# loop for each file found", "for", "file", "in", "files", ":", "# move the file from the src to the dst", "shutil", "...	28.333333	13.4
def _delete_service_nwk(self, tenant_id, tenant_name, direc): """Function to delete the service in network in DCNM. """ net_dict = {} if direc == 'in': seg, vlan = self.get_in_seg_vlan(tenant_id) net_dict['part_name'] = None else: seg, vlan = self.get_...	[ "def", "_delete_service_nwk", "(", "self", ",", "tenant_id", ",", "tenant_name", ",", "direc", ")", ":", "net_dict", "=", "{", "}", "if", "direc", "==", "'in'", ":", "seg", ",", "vlan", "=", "self", ".", "get_in_seg_vlan", "(", "tenant_id", ")", "net_dic...	39.578947	15.210526
def import_mod_attr(path): """ Import string format module, e.g. 'uliweb.orm' or an object return module object and object """ import inspect if isinstance(path, (str, unicode)): v = path.split(':') if len(v) == 1: module, func = path.rsplit('.', 1) else: ...	[ "def", "import_mod_attr", "(", "path", ")", ":", "import", "inspect", "if", "isinstance", "(", "path", ",", "(", "str", ",", "unicode", ")", ")", ":", "v", "=", "path", ".", "split", "(", "':'", ")", "if", "len", "(", "v", ")", "==", "1", ":", ...	27.625	16.625
def ping(bot, mask, target, args): """ping/pong %%ping """ bot.send('NOTICE %(nick)s :PONG %(nick)s!' % dict(nick=mask.nick))	[ "def", "ping", "(", "bot", ",", "mask", ",", "target", ",", "args", ")", ":", "bot", ".", "send", "(", "'NOTICE %(nick)s :PONG %(nick)s!'", "%", "dict", "(", "nick", "=", "mask", ".", "nick", ")", ")" ]	23.5	17
def seat_button_count(self): """The total number of buttons pressed on all devices on the associated seat after the event was triggered. For pointer events that are not of type :attr:`~libinput.constant.EventType.POINTER_BUTTON`, this property raises :exc:`AssertionError`. Returns: int: The seat wide p...	[ "def", "seat_button_count", "(", "self", ")", ":", "if", "self", ".", "type", "!=", "EventType", ".", "POINTER_BUTTON", ":", "raise", "AttributeError", "(", "_wrong_prop", ".", "format", "(", "self", ".", "type", ")", ")", "return", "self", ".", "_libinput...	31.666667	20.055556
def onKeyPressInCanvas(self, event): '''Called when a key is pressed when the canvas has focus.''' char_map = { 'w':'move 1', 'a':'strafe -1', 's':'move -1', 'd':'strafe 1', ' ':'jump 1' } keysym_map = { 'continuous': { 'Left':'turn -1', 'Right':'turn 1', 'Up':'pitch -1', 'Down':'pitch 1', 'Shif...	[ "def", "onKeyPressInCanvas", "(", "self", ",", "event", ")", ":", "char_map", "=", "{", "'w'", ":", "'move 1'", ",", "'a'", ":", "'strafe -1'", ",", "'s'", ":", "'move -1'", ",", "'d'", ":", "'strafe 1'", ",", "' '", ":", "'jump 1'", "}", "keysym_map", ...	85	46.875
def system_monitor_LineCard_alert_state(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") system_monitor = ET.SubElement(config, "system-monitor", xmlns="urn:brocade.com:mgmt:brocade-system-monitor") LineCard = ET.SubElement(system_monitor, "LineCard") ...	[ "def", "system_monitor_LineCard_alert_state", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "system_monitor", "=", "ET", ".", "SubElement", "(", "config", ",", "\"system-monitor\"", ",", "xmlns", ...	44.333333	16.25
def get_final_text(pred_text, orig_text, do_lower_case, verbose_logging=False): """Project the tokenized prediction back to the original text.""" # When we created the data, we kept track of the alignment between original # (whitespace tokenized) tokens and our WordPiece tokenized tokens. So # now `ori...	[ "def", "get_final_text", "(", "pred_text", ",", "orig_text", ",", "do_lower_case", ",", "verbose_logging", "=", "False", ")", ":", "# When we created the data, we kept track of the alignment between original", "# (whitespace tokenized) tokens and our WordPiece tokenized tokens. So", ...	39.021277	22.265957
def skeleton_path(parts): """Gets the path to a skeleton asset""" return os.path.join(os.path.dirname(oz.__file__), "skeleton", parts)	[ "def", "skeleton_path", "(", "parts", ")", ":", "return", "os", ".", "path", ".", "join", "(", "os", ".", "path", ".", "dirname", "(", "oz", ".", "__file__", ")", ",", "\"skeleton\"", ",", "parts", ")" ]	46.666667	15.666667
def invalidation_hash(self, fingerprint_strategy=None): """ :API: public """ fingerprint_strategy = fingerprint_strategy or DefaultFingerprintStrategy() if fingerprint_strategy not in self._cached_fingerprint_map: self._cached_fingerprint_map[fingerprint_strategy] = self.compute_invalidation_h...	[ "def", "invalidation_hash", "(", "self", ",", "fingerprint_strategy", "=", "None", ")", ":", "fingerprint_strategy", "=", "fingerprint_strategy", "or", "DefaultFingerprintStrategy", "(", ")", "if", "fingerprint_strategy", "not", "in", "self", ".", "_cached_fingerprint_m...	50	24.25
def parallel_progbar(mapper, iterable, nprocs=None, starmap=False, flatmap=False, shuffle=False, verbose=True, verbose_flatmap=None, **kwargs): """Performs a parallel mapping of the given iterable, reporting a progress bar as values get returned :param mapper: The mapping function to apply...	[ "def", "parallel_progbar", "(", "mapper", ",", "iterable", ",", "nprocs", "=", "None", ",", "starmap", "=", "False", ",", "flatmap", "=", "False", ",", "shuffle", "=", "False", ",", "verbose", "=", "True", ",", "verbose_flatmap", "=", "None", ",", "*", ...	72	39.6
def available_services_regions(self): """Returns list of unique region name values in service catalog.""" regions = [] if self.service_catalog: for service in self.service_catalog: service_type = service.get('type') if service_type is None or service_t...	[ "def", "available_services_regions", "(", "self", ")", ":", "regions", "=", "[", "]", "if", "self", ".", "service_catalog", ":", "for", "service", "in", "self", ".", "service_catalog", ":", "service_type", "=", "service", ".", "get", "(", "'type'", ")", "i...	46	12.692308
def vhost_add(cls, resource, params): """ Add a vhost into a webaccelerator """ try: oper = cls.call( 'hosting.rproxy.vhost.create', cls.usable_id(resource), params) cls.echo('Adding your virtual host (%s) into %s' % (params['vhost'], resource...	[ "def", "vhost_add", "(", "cls", ",", "resource", ",", "params", ")", ":", "try", ":", "oper", "=", "cls", ".", "call", "(", "'hosting.rproxy.vhost.create'", ",", "cls", ".", "usable_id", "(", "resource", ")", ",", "params", ")", "cls", ".", "echo", "("...	49.472222	22.388889
def setup_parser(self, parser): """ Setup the argument parser. `parser` ``FocusArgParser`` object. """ parser.add_argument('task_name', help='task to create') parser.add_argument('clone_task', nargs='?', help='existing task to...	[ "def", "setup_parser", "(", "self", ",", "parser", ")", ":", "parser", ".", "add_argument", "(", "'task_name'", ",", "help", "=", "'task to create'", ")", "parser", ".", "add_argument", "(", "'clone_task'", ",", "nargs", "=", "'?'", ",", "help", "=", "'exi...	37.666667	18.083333
def to_json(value, kwargs): """Return a copy of the dictionary If the values are HasProperties instances, they are serialized """ serial_dict = { key: ( val.serialize(kwargs) if isinstance(val, HasProperties) else val ) ...	[ "def", "to_json", "(", "value", ",", "", "", "kwargs", ")", ":", "serial_dict", "=", "{", "key", ":", "(", "val", ".", "serialize", "(", "", "", "kwargs", ")", "if", "isinstance", "(", "val", ",", "HasProperties", ")", "else", "val", ")", "for"...	29.384615	18.846154
def fill_list(self, list, input_list): """ fills a tree with nested parameters Args: tree: QtGui.QTreeView to fill parameters: dictionary or Parameter object which contains the information to use to fill """ for name in input_list: # print(inde...	[ "def", "fill_list", "(", "self", ",", "list", ",", "input_list", ")", ":", "for", "name", "in", "input_list", ":", "# print(index, loaded_item, loaded_item_settings)", "item", "=", "QtGui", ".", "QStandardItem", "(", "name", ")", "item", ".", "setSelectable", "(...	36	12.571429
def rt(nu, size=None): """ Student's t random variates. """ return rnormal(0, 1, size) / np.sqrt(rchi2(nu, size) / nu)	[ "def", "rt", "(", "nu", ",", "size", "=", "None", ")", ":", "return", "rnormal", "(", "0", ",", "1", ",", "size", ")", "/", "np", ".", "sqrt", "(", "rchi2", "(", "nu", ",", "size", ")", "/", "nu", ")" ]	26	9.6
def json_is_exception(resp): """ Is the given response object an exception traceback? Return True if so Return False if not """ if not json_is_error(resp): return False if 'traceback' not in resp.keys() or 'error' not in resp.keys(): return False return True	[ "def", "json_is_exception", "(", "resp", ")", ":", "if", "not", "json_is_error", "(", "resp", ")", ":", "return", "False", "if", "'traceback'", "not", "in", "resp", ".", "keys", "(", ")", "or", "'error'", "not", "in", "resp", ".", "keys", "(", ")", "...	19.933333	19.4
def __getOrganizations(self, web): """Scrap the number of organizations from a GitHub profile. :param web: parsed web. :type web: BeautifulSoup node. """ orgsElements = web.find_all("a", {"class": "avatar-group-item"}) self.organizations = len(orgsElements)	[ "def", "__getOrganizations", "(", "self", ",", "web", ")", ":", "orgsElements", "=", "web", ".", "find_all", "(", "\"a\"", ",", "{", "\"class\"", ":", "\"avatar-group-item\"", "}", ")", "self", ".", "organizations", "=", "len", "(", "orgsElements", ")" ]	37.375	11.875
def ip_rtm_config_route_static_route_oif_vrf_next_hop_vrf(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") ip = ET.SubElement(config, "ip", xmlns="urn:brocade.com:mgmt:brocade-common-def") rtm_config = ET.SubElement(ip, "rtm-config", xmlns="urn:brocade.co...	[ "def", "ip_rtm_config_route_static_route_oif_vrf_next_hop_vrf", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "ip", "=", "ET", ".", "SubElement", "(", "config", ",", "\"ip\"", ",", "xmlns", "=", ...	63.789474	31.315789
def erf(f=Ellipsis): ''' erf(x) yields a potential function that calculates the error function over the input x. If x is a constant, yields a constant potential function. erf() is equivalent to erf(...), which is just the error function, calculated over its inputs. ''' f = to_potential(f) ...	[ "def", "erf", "(", "f", "=", "Ellipsis", ")", ":", "f", "=", "to_potential", "(", "f", ")", "if", "is_const_potential", "(", "f", ")", ":", "return", "const_potential", "(", "np", ".", "erf", "(", "f", ".", "c", ")", ")", "elif", "is_identity_potenti...	47.3	27.9
def accuracy_helper(egg, match='exact', distance='euclidean', features=None): """ Computes proportion of words recalled Parameters ---------- egg : quail.Egg Data to analyze match : str (exact, best or smooth) Matching approach to compute recall matrix. If ...	[ "def", "accuracy_helper", "(", "egg", ",", "match", "=", "'exact'", ",", "distance", "=", "'euclidean'", ",", "features", "=", "None", ")", ":", "def", "acc", "(", "lst", ")", ":", "return", "len", "(", "[", "i", "for", "i", "in", "np", ".", "uniqu...	33.217391	23.043478
def safe_mkdir_for(path, clean=False): """Ensure that the parent directory for a file is present. If it's not there, create it. If it is, no-op. """ safe_mkdir(os.path.dirname(path), clean=clean)	[ "def", "safe_mkdir_for", "(", "path", ",", "clean", "=", "False", ")", ":", "safe_mkdir", "(", "os", ".", "path", ".", "dirname", "(", "path", ")", ",", "clean", "=", "clean", ")" ]	33.166667	9.666667
def cmode(self, channel, modes=''): """ Sets or gets the channel mode. Required arguments: * channel - Channel to set/get modes of. Optional arguments: * modes='' - Modes to set. If not specified return the modes of the channel. """ with self.l...	[ "def", "cmode", "(", "self", ",", "channel", ",", "modes", "=", "''", ")", ":", "with", "self", ".", "lock", ":", "self", ".", "is_in_channel", "(", "channel", ")", "if", "not", "modes", ":", "self", ".", "send", "(", "'MODE %s'", "%", "channel", "...	41.222222	14.111111
def dumps(self): """Turn the tabu object into a string in Latex format.""" _s = super().dumps() # Tabu tables support a unusual syntax: # \begin{tabu} spread 0pt {<col format...>} # # Since this syntax isn't common, it doesn't make # sense to support it in the b...	[ "def", "dumps", "(", "self", ")", ":", "_s", "=", "super", "(", ")", ".", "dumps", "(", ")", "# Tabu tables support a unusual syntax:", "# \\begin{tabu} spread 0pt {<col format...>}", "#", "# Since this syntax isn't common, it doesn't make", "# sense to support it in the basecl...	38.333333	20.666667
def honeycomb_lattice( a, b, spacing, alternating_sites=False ): """ Generate a honeycomb lattice. Args: a (Int): Number of lattice repeat units along x. b (Int): Number of lattice repeat units along y. spacing (Float): Distance between lattice sites. alterna...	[ "def", "honeycomb_lattice", "(", "a", ",", "b", ",", "spacing", ",", "alternating_sites", "=", "False", ")", ":", "if", "alternating_sites", ":", "site_labels", "=", "[", "'A'", ",", "'B'", ",", "'A'", ",", "'B'", "]", "else", ":", "site_labels", "=", ...	49.803922	26.862745
def assert_equals(actual, expected, ignore_order=False, ignore_index=False, all_close=False): ''' Assert 2 series are equal. Like ``assert equals(series1, series2, ...)``, but with better hints at where the series differ. See `equals` for detailed parameter doc. Parameters ---------- a...	[ "def", "assert_equals", "(", "actual", ",", "expected", ",", "ignore_order", "=", "False", ",", "ignore_index", "=", "False", ",", "all_close", "=", "False", ")", ":", "equals_", ",", "reason", "=", "equals", "(", "actual", ",", "expected", ",", "ignore_or...	35.166667	28.388889
def _init_usrgos(self, goids): """Return user GO IDs which have GO Terms.""" usrgos = set() goids_missing = set() _go2obj = self.gosubdag.go2obj for goid in goids: if goid in _go2obj: usrgos.add(goid) else: goids_missing.add...	[ "def", "_init_usrgos", "(", "self", ",", "goids", ")", ":", "usrgos", "=", "set", "(", ")", "goids_missing", "=", "set", "(", ")", "_go2obj", "=", "self", ".", "gosubdag", ".", "go2obj", "for", "goid", "in", "goids", ":", "if", "goid", "in", "_go2obj...	37.428571	15.071429
def Page_screencastFrameAck(self, sessionId): """ Function path: Page.screencastFrameAck Domain: Page Method name: screencastFrameAck WARNING: This function is marked 'Experimental'! Parameters: Required arguments: 'sessionId' (type: integer) -> Frame number. No return value. Des...	[ "def", "Page_screencastFrameAck", "(", "self", ",", "sessionId", ")", ":", "assert", "isinstance", "(", "sessionId", ",", "(", "int", ",", ")", ")", ",", "\"Argument 'sessionId' must be of type '['int']'. Received type: '%s'\"", "%", "type", "(", "sessionId", ")", "...	30.809524	19.761905
def thorium(opts, functions, runners): ''' Load the thorium runtime modules ''' pack = {'__salt__': functions, '__runner__': runners, '__context__': {}} ret = LazyLoader(_module_dirs(opts, 'thorium'), opts, tag='thorium', pack=pack) ret.pack['__thorium__'] = r...	[ "def", "thorium", "(", "opts", ",", "functions", ",", "runners", ")", ":", "pack", "=", "{", "'__salt__'", ":", "functions", ",", "'__runner__'", ":", "runners", ",", "'__context__'", ":", "{", "}", "}", "ret", "=", "LazyLoader", "(", "_module_dirs", "("...	29.727273	18.818182
def UploadAccount(self, hash_algorithm, hash_key, accounts): """Uploads multiple accounts to Gitkit server. Args: hash_algorithm: string, algorithm to hash password. hash_key: string, base64-encoded key of the algorithm. accounts: array of accounts to be uploaded. Returns: Response...	[ "def", "UploadAccount", "(", "self", ",", "hash_algorithm", ",", "hash_key", ",", "accounts", ")", ":", "param", "=", "{", "'hashAlgorithm'", ":", "hash_algorithm", ",", "'signerKey'", ":", "hash_key", ",", "'users'", ":", "accounts", "}", "# pylint does not rec...	31.736842	18.526316
def write(self, args, *kwargs): """Write that shows progress in statusbar for each <freq> cells""" self.progress_status() # Check abortes state and raise StopIteration if aborted if self.aborted: statustext = _("File saving aborted.") post_command_event(self.m...	[ "def", "write", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "self", ".", "progress_status", "(", ")", "# Check abortes state and raise StopIteration if aborted", "if", "self", ".", "aborted", ":", "statustext", "=", "_", "(", "\"File savi...	37.230769	20.615385
def charge_credit_card(self, credit_card_psp_object: Model, amount: Money, client_ref: str) -> Tuple[bool, Model]: """ :param credit_card_psp_object: an instance representing the credit card in the psp :param amount: the amount to charge :param client_ref: a reference that will appear on...	[ "def", "charge_credit_card", "(", "self", ",", "credit_card_psp_object", ":", "Model", ",", "amount", ":", "Money", ",", "client_ref", ":", "str", ")", "->", "Tuple", "[", "bool", ",", "Model", "]", ":", "pass" ]	53.375	27.625
def eval_multi(self, inc_epoch=True): """ Run the evaluation on multiple attacks. """ sess = self.sess preds = self.preds x = self.x_pre y = self.y X_train = self.X_train Y_train = self.Y_train X_test = self.X_test Y_test = self.Y_test writer = self.writer self.summa...	[ "def", "eval_multi", "(", "self", ",", "inc_epoch", "=", "True", ")", ":", "sess", "=", "self", ".", "sess", "preds", "=", "self", ".", "preds", "x", "=", "self", ".", "x_pre", "y", "=", "self", ".", "y", "X_train", "=", "self", ".", "X_train", "...	32.545455	17.781818
def get_value(self, key, default={}, nested=True, decrypt=True): """ Retrieve a value from the configuration based on its key. The key may be nested. :param str key: A path to the value, with nested levels joined by '.' :param default: Value to return if the key does not exist (...	[ "def", "get_value", "(", "self", ",", "key", ",", "default", "=", "{", "}", ",", "nested", "=", "True", ",", "decrypt", "=", "True", ")", ":", "key", "=", "key", ".", "lstrip", "(", ")", "if", "key", ".", "endswith", "(", "\".\"", ")", ":", "ke...	37.384615	17.769231
def _form_onset_offset_fronts(ons_or_offs, sample_rate_hz, threshold_ms=20): """ Takes an array of onsets or offsets (shape = [nfrequencies, nsamples], where a 1 corresponds to an on/offset, and samples are 0 otherwise), and returns a new array of the same shape, where each 1 has been replaced by either...	[ "def", "_form_onset_offset_fronts", "(", "ons_or_offs", ",", "sample_rate_hz", ",", "threshold_ms", "=", "20", ")", ":", "threshold_s", "=", "threshold_ms", "/", "1000", "threshold_samples", "=", "sample_rate_hz", "*", "threshold_s", "ons_or_offs", "=", "np", ".", ...	53.123077	29.246154
def set_operator(self, operator): """Set the current :ref:`OPERATOR` to be used for all drawing operations. The default operator is :obj:`OVER <OPERATOR_OVER>`. :param operator: A :ref:`OPERATOR` string. """ cairo.cairo_set_operator(self._pointer, operator) sel...	[ "def", "set_operator", "(", "self", ",", "operator", ")", ":", "cairo", ".", "cairo_set_operator", "(", "self", ".", "_pointer", ",", "operator", ")", "self", ".", "_check_status", "(", ")" ]	29.727273	17.454545
def _on_scan(_loop, adapter, _adapter_id, info, expiration_time): """Callback when a new device is seen.""" info['validity_period'] = expiration_time adapter.notify_event_nowait(info.get('connection_string'), 'device_seen', info)	[ "def", "_on_scan", "(", "_loop", ",", "adapter", ",", "_adapter_id", ",", "info", ",", "expiration_time", ")", ":", "info", "[", "'validity_period'", "]", "=", "expiration_time", "adapter", ".", "notify_event_nowait", "(", "info", ".", "get", "(", "'connection...	47.6	22.6
def _low_level_exec_command(self, conn, cmd, tmp, sudoable=False, executable=None): ''' execute a command string over SSH, return the output ''' if executable is None: executable = '/bin/sh' sudo_user = self.sudo_user rc, stdin, stdout, stderr = conn.exec_command(cmd, tmp, ...	[ "def", "_low_level_exec_command", "(", "self", ",", "conn", ",", "cmd", ",", "tmp", ",", "sudoable", "=", "False", ",", "executable", "=", "None", ")", ":", "if", "executable", "is", "None", ":", "executable", "=", "'/bin/sh'", "sudo_user", "=", "self", ...	33.173913	23.869565
def load_schema(schema_path): ''' Returns a schema loaded from the file at `schema_path`. Will recursively load referenced schemas assuming they can be found in files in the same directory and named with the convention `<type_name>.avsc`. ''' with open(schema_path) as fd: schema = j...	[ "def", "load_schema", "(", "schema_path", ")", ":", "with", "open", "(", "schema_path", ")", "as", "fd", ":", "schema", "=", "json", ".", "load", "(", "fd", ")", "schema_dir", ",", "schema_file", "=", "path", ".", "split", "(", "schema_path", ")", "ret...	34.916667	20.083333
def expand_url(status): """Expand url on statuses. :param status: A tweepy status to expand urls. :type status: :class:`tweepy.models.Status` :returns: A string with expanded urls. :rtype: :class:`str` """ try: txt = get_full_text(status) for url in status.entities['urls']:...	[ "def", "expand_url", "(", "status", ")", ":", "try", ":", "txt", "=", "get_full_text", "(", "status", ")", "for", "url", "in", "status", ".", "entities", "[", "'urls'", "]", ":", "txt", "=", "txt", ".", "replace", "(", "url", "[", "'url'", "]", ","...	28.458333	15.166667
def get_asset_content(self, asset_content_id): """Gets the ``AssetContent`` specified by its ``Id``. In plenary mode, the exact ``Id`` is found or a ``NotFound`` results. Otherwise, the returned ``AssetContent`` may have a different ``Id`` than requested, such as the case where a duplic...	[ "def", "get_asset_content", "(", "self", ",", "asset_content_id", ")", ":", "collection", "=", "JSONClientValidated", "(", "'repository'", ",", "collection", "=", "'Asset'", ",", "runtime", "=", "self", ".", "_runtime", ")", "asset_content_identifier", "=", "Objec...	56.225806	27.129032
def LoadSecondaryConfig(self, filename=None, parser=None): """Loads an additional configuration file. The configuration system has the concept of a single Primary configuration file, and multiple secondary files. The primary configuration file is the main file that is used by the program. Any writeback...	[ "def", "LoadSecondaryConfig", "(", "self", ",", "filename", "=", "None", ",", "parser", "=", "None", ")", ":", "if", "filename", ":", "# Maintain a stack of config file locations in loaded order.", "self", ".", "files", ".", "append", "(", "filename", ")", "parser...	38.984127	24.365079
def cinder(*arg): """ Cinder annotation for adding function to process cinder notification. if event_type include wildcard, will put {pattern: function} into process_wildcard dict else will put {event_type: function} into process dict :param arg: event_type of notification """ check_event_...	[ "def", "cinder", "(", "", "arg", ")", ":", "check_event_type", "(", "Openstack", ".", "Cinder", ",", "", "arg", ")", "event_type", "=", "arg", "[", "0", "]", "def", "decorator", "(", "func", ")", ":", "if", "event_type", ".", "find", "(", "\"*\"", ...	31.703704	22.518519
def mjd2gmst(mjd): """Convert Modfied Juian Date (JD = 2400000.5) to GMST Taken from P.T. Walace routines. """ tu = (mjd - MJD0) / (100DPY) st = math.fmod(mjd, 1.0) D2PI + (24110.54841 + (8640184.812866 + (0.093104 - 6.2e-6 * tu) * tu) * tu) * DS2R w = math.fmod(st, D2PI) if w >=...	[ "def", "mjd2gmst", "(", "mjd", ")", ":", "tu", "=", "(", "mjd", "-", "MJD0", ")", "/", "(", "100", "", "DPY", ")", "st", "=", "math", ".", "fmod", "(", "mjd", ",", "1.0", ")", "", "D2PI", "+", "(", "24110.54841", "+", "(", "8640184.812866", ...	22.5625	25.75
def fit(self, X=None, y=None, **kwargs): """Fit the blocks of this pipeline. Sequentially call the `fit` and the `produce` methods of each block, capturing the outputs each `produce` method before calling the `fit` method of the next one. During the whole process a context dict...	[ "def", "fit", "(", "self", ",", "X", "=", "None", ",", "y", "=", "None", ",", "", "", "kwargs", ")", ":", "context", "=", "{", "'X'", ":", "X", ",", "'y'", ":", "y", "}", "context", ".", "update", "(", "kwargs", ")", "last_block_name", "=", ...	42.608696	24.913043
def open_machine(self, settings_file): """Opens a virtual machine from the existing settings file. The opened machine remains unregistered until you call :py:func:`register_machine` . The specified settings file name must be fully qualified. The file must exist and be a ...	[ "def", "open_machine", "(", "self", ",", "settings_file", ")", ":", "if", "not", "isinstance", "(", "settings_file", ",", "basestring", ")", ":", "raise", "TypeError", "(", "\"settings_file can only be an instance of type basestring\"", ")", "machine", "=", "self", ...	38.5	18.966667
def _str_to_type(cls, context_class, string): """ :type context_class: type :type string: str :rtype: type """ if string in cls._TYPE_NAMES_BUILTIN: return eval(string) module_ = sys.modules[context_class.__module__] if hasattr(module_, str...	[ "def", "_str_to_type", "(", "cls", ",", "context_class", ",", "string", ")", ":", "if", "string", "in", "cls", ".", "_TYPE_NAMES_BUILTIN", ":", "return", "eval", "(", "string", ")", "module_", "=", "sys", ".", "modules", "[", "context_class", ".", "__modul...	24.823529	18.235294
def _mouseUp(x, y, button): """Send the mouse up event to Windows by calling the mouse_event() win32 function. Args: x (int): The x position of the mouse event. y (int): The y position of the mouse event. button (str): The mouse button, either 'left', 'middle', or 'right' Returns: ...	[ "def", "_mouseUp", "(", "x", ",", "y", ",", "button", ")", ":", "if", "button", "==", "'left'", ":", "try", ":", "_sendMouseEvent", "(", "MOUSEEVENTF_LEFTUP", ",", "x", ",", "y", ")", "except", "(", "PermissionError", ",", "OSError", ")", ":", "# TODO:...	41.206897	31.241379
def make_pattern(self, pattern, listsep=','): """Make pattern for a data type with the specified cardinality. .. code-block:: python yes_no_pattern = r"yes\|no" many_yes_no = Cardinality.one_or_more.make_pattern(yes_no_pattern) :param pattern: Regular expression for ty...	[ "def", "make_pattern", "(", "self", ",", "pattern", ",", "listsep", "=", "','", ")", ":", "if", "self", "is", "Cardinality", ".", "one", ":", "return", "pattern", "elif", "self", "is", "Cardinality", ".", "zero_or_one", ":", "return", "self", ".", "schem...	39.277778	18.944444
def _make_param_matcher(annotation, kind=None): ''' For a given annotation, return a function which, when called on a function argument, returns true if that argument matches the annotation. If the annotation is a type, it calls isinstance; if it's a callable, it calls it on the ...	[ "def", "_make_param_matcher", "(", "annotation", ",", "kind", "=", "None", ")", ":", "if", "isinstance", "(", "annotation", ",", "type", ")", "or", "(", "isinstance", "(", "annotation", ",", "tuple", ")", "and", "all", "(", "isinstance", "(", "a", ",", ...	50.25	22.75
def length(self,threshold=0.2,phys=False,ang=False,tdisrupt=None, **kwargs): """ NAME: length PURPOSE: calculate the length of the stream INPUT: threshold - threshold down from the density near the progenitor at which to define the 'en...	[ "def", "length", "(", "self", ",", "threshold", "=", "0.2", ",", "phys", "=", "False", ",", "ang", "=", "False", ",", "tdisrupt", "=", "None", ",", "", "", "kwargs", ")", ":", "peak_dens", "=", "self", ".", "density_par", "(", "0.1", ",", "tdisru...	46.25	30.888889
def get(self, project): """Query the project status. Returns a ``CLAMData`` instance or raises an exception according to the returned HTTP Status code""" try: data = self.request(project + '/') except: raise if not isinstance(data, clam.common.data.CLAMData): ...	[ "def", "get", "(", "self", ",", "project", ")", ":", "try", ":", "data", "=", "self", ".", "request", "(", "project", "+", "'/'", ")", "except", ":", "raise", "if", "not", "isinstance", "(", "data", ",", "clam", ".", "common", ".", "data", ".", "...	40.4	18.1
def kent_mean(dec=None, inc=None, di_block=None): """ Calculates the Kent mean and associated statistical parameters from either a list of declination values and a separate list of inclination values or from a di_block (a nested list a nested list of [dec,inc,1.0]). Returns a dictionary with the Ken...	[ "def", "kent_mean", "(", "dec", "=", "None", ",", "inc", "=", "None", ",", "di_block", "=", "None", ")", ":", "if", "di_block", "is", "None", ":", "di_block", "=", "make_di_block", "(", "dec", ",", "inc", ")", "return", "pmag", ".", "dokent", "(", ...	31.708333	23.583333
def http_keepalive (headers): """ Get HTTP keepalive value, either from the Keep-Alive header or a default value. @param headers: HTTP headers @type headers: dict @return: keepalive in seconds @rtype: int """ keepalive = headers.get("Keep-Alive") if keepalive is not None: ...	[ "def", "http_keepalive", "(", "headers", ")", ":", "keepalive", "=", "headers", ".", "get", "(", "\"Keep-Alive\"", ")", "if", "keepalive", "is", "not", "None", ":", "try", ":", "keepalive", "=", "int", "(", "keepalive", "[", "8", ":", "]", ".", "strip"...	27.052632	14
def IsComposite(self): """Determines if the data type is composite. A composite data type consists of other data types. Returns: bool: True if the data type is composite, False otherwise. """ return bool(self.condition) or ( self.member_data_type_definition and self.member_da...	[ "def", "IsComposite", "(", "self", ")", ":", "return", "bool", "(", "self", ".", "condition", ")", "or", "(", "self", ".", "member_data_type_definition", "and", "self", ".", "member_data_type_definition", ".", "IsComposite", "(", ")", ")" ]	31.181818	17.090909
def get_resource_notification_session_for_bin(self, resource_receiver, bin_id, proxy): """Gets the resource notification session for the given bin. arg: resource_receiver (osid.resource.ResourceReceiver): notification callback arg: bin_id (osid.id.Id): the ``Id`` of the bi...	[ "def", "get_resource_notification_session_for_bin", "(", "self", ",", "resource_receiver", ",", "bin_id", ",", "proxy", ")", ":", "if", "not", "self", ".", "supports_resource_notification", "(", ")", ":", "raise", "errors", ".", "Unimplemented", "(", ")", "##", ...	50.962963	22.185185
def row(self, columnnames=[], exclude=False): """Return a tablerow object which includes (or excludes) the given columns. :class:`tablerow` makes it possible to get/put values in one or more rows. """ from .tablerow import tablerow return tablerow(self, columnna...	[ "def", "row", "(", "self", ",", "columnnames", "=", "[", "]", ",", "exclude", "=", "False", ")", ":", "from", ".", "tablerow", "import", "tablerow", "return", "tablerow", "(", "self", ",", "columnnames", ",", "exclude", ")" ]	32.4	16.9
def read_handle(url, cache=None, mode="rb"): """Read from any URL with a file handle. Use this to get a handle to a file rather than eagerly load the data: ``` with read_handle(url) as handle: result = something.load(handle) result.do_something() ``` When program execution leaves th...	[ "def", "read_handle", "(", "url", ",", "cache", "=", "None", ",", "mode", "=", "\"rb\"", ")", ":", "scheme", "=", "urlparse", "(", "url", ")", ".", "scheme", "if", "cache", "==", "'purge'", ":", "_purge_cached", "(", "url", ")", "cache", "=", "None",...	26.681818	23.25
def non_dependency (self): """ Returns properties that are not dependencies. """ result = [p for p in self.lazy_properties if not p.feature.dependency] result.extend(self.non_dependency_) return result	[ "def", "non_dependency", "(", "self", ")", ":", "result", "=", "[", "p", "for", "p", "in", "self", ".", "lazy_properties", "if", "not", "p", ".", "feature", ".", "dependency", "]", "result", ".", "extend", "(", "self", ".", "non_dependency_", ")", "ret...	39.333333	12.333333
def _param_from_config(key, data): ''' Return EC2 API parameters based on the given config data. Examples: 1. List of dictionaries >>> data = [ ... {'DeviceIndex': 0, 'SubnetId': 'subid0', ... 'AssociatePublicIpAddress': True}, ... {'DeviceIndex': 1, ... 'SubnetId'...	[ "def", "_param_from_config", "(", "key", ",", "data", ")", ":", "param", "=", "{", "}", "if", "isinstance", "(", "data", ",", "dict", ")", ":", "for", "k", ",", "v", "in", "six", ".", "iteritems", "(", "data", ")", ":", "param", ".", "update", "(...	35.342857	18.142857
def enable_root_user(self): """ Enables login from any host for the root user and provides the user with a generated root password. """ uri = "/instances/%s/root" % self.id resp, body = self.manager.api.method_post(uri) return body["user"]["password"]	[ "def", "enable_root_user", "(", "self", ")", ":", "uri", "=", "\"/instances/%s/root\"", "%", "self", ".", "id", "resp", ",", "body", "=", "self", ".", "manager", ".", "api", ".", "method_post", "(", "uri", ")", "return", "body", "[", "\"user\"", "]", "...	37.5	8.25
def add_data(self): """This function properly constructs a QR code's data string. It takes into account the interleaving pattern required by the standard. """ #Encode the data into a QR code self.buffer.write(self.binary_string(self.mode, 4)) self.buffer.write(self.get_da...	[ "def", "add_data", "(", "self", ")", ":", "#Encode the data into a QR code", "self", ".", "buffer", ".", "write", "(", "self", ".", "binary_string", "(", "self", ".", "mode", ",", "4", ")", ")", "self", ".", "buffer", ".", "write", "(", "self", ".", "g...	40.009901	19.564356
def processing_block_list(): """Return the list of processing blocks known to SDP.""" pb_list = ProcessingBlockList() return dict(active=pb_list.active, completed=pb_list.completed, aborted=pb_list.aborted)	[ "def", "processing_block_list", "(", ")", ":", "pb_list", "=", "ProcessingBlockList", "(", ")", "return", "dict", "(", "active", "=", "pb_list", ".", "active", ",", "completed", "=", "pb_list", ".", "completed", ",", "aborted", "=", "pb_list", ".", "aborted"...	40.833333	3.833333
def oauth2_token_exchange(client_id, client_secret, redirect_uri, base_url=OH_BASE_URL, code=None, refresh_token=None): """ Exchange code or refresh token for a new token and refresh token. For the first time when a project is created, code is required to generate refresh token...	[ "def", "oauth2_token_exchange", "(", "client_id", ",", "client_secret", ",", "redirect_uri", ",", "base_url", "=", "OH_BASE_URL", ",", "code", "=", "None", ",", "refresh_token", "=", "None", ")", ":", "if", "not", "(", "code", "or", "refresh_token", ")", "or...	44.666667	22.461538
def questions(self, type=None): """Get questions associated with this participant. Return a list of questions associated with the participant. If specified, ``type`` filters by class. """ if type is None: type = Question if not issubclass(type, Question): ...	[ "def", "questions", "(", "self", ",", "type", "=", "None", ")", ":", "if", "type", "is", "None", ":", "type", "=", "Question", "if", "not", "issubclass", "(", "type", ",", "Question", ")", ":", "raise", "TypeError", "(", "\"{} is not a valid question type....	32.071429	21.142857

def create(cls, location=None, storage_class=None, **kwargs): r"""Create a bucket. :param location: Location of a bucket (instance or name). Default: Default location. :param storage_class: Storage class of a bucket. Default: Default storage class. :param \**kwar...

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39.038462

16.461538

def verifyInputs(self, mode): """Goes through and checks all stimuli and input settings are valid and consistent. Prompts user with a message if there is a condition that would prevent acquisition. :param mode: The mode of acquisition trying to be run. Options are 'chart', o...

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64.298507

33.940299

def _detect(self): """ Detect state variables that could be const """ results = [] all_info = '' all_variables = [c.state_variables for c in self.slither.contracts] all_variables = set([item for sublist in all_variables for item in sublist]) all_non_constant_elem...

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51.580645

29.870968

def _print_memory(self, memory): """Print memory. """ for addr, value in memory.items(): print(" 0x%08x : 0x%08x (%d)" % (addr, value, value))

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35.4

7.6

def delete_records_safely_by_xml_id(env, xml_ids): """This removes in the safest possible way the records whose XML-IDs are passed as argument. :param xml_ids: List of XML-ID string identifiers of the records to remove. """ for xml_id in xml_ids: logger.debug('Deleting record for XML-ID %s'...

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40.153846

17.307692

def unsubscribe(self, *args): """ Unsubscribe from the supplied channels. If empty, unsubscribe from all channels """ if args: args = list_or_args(args[0], args[1:]) channels = self._normalize_keys(dict.fromkeys(args)) else: channels = ...

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36.583333

15.75

def get(self, name): """ creates connection to the MQ with process-specific settings :return :mq::flopsy::Publisher instance""" if name not in self.pools: self.pools[name] = _Pool(logger=self.logger, name=name) return self.pools[name].get()

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46.5

9.333333

def audiorate(filename): """Determines the samplerate of the given audio recording file :param filename: filename of the audiofile :type filename: str :returns: int -- samplerate of the recording """ if '.wav' in filename.lower(): wf = wave.open(filename) fs = wf.getframerate() ...

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28.529412

17.294118

def main(): """ Parse the arguments and use them to create a ExistCli object """ version = 'Python Exist %s' % __version__ arguments = docopt(__doc__, version=version) ExistCli(arguments)

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39.8

11.8

def check_module(mod_name): """Calls sys.exit() if the module *mod_name* is not found.""" # Special cases # if mod_name in module_name: mod_name = module_name[mod_name] # Use a try except block # try: __import__(mod_name) except ImportError as e: if str(e) != 'No module named %s'...

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46.230769

22.769231

def plot(self, title='TimeMoc', view=(None, None)): """ Plot the TimeMoc in a time window. This method uses interactive matplotlib. The user can move its mouse through the plot to see the time (at the mouse position). Parameters ---------- title : str, optional ...

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33.571429

24.5

def find_path_package_name(thepath): """ Takes a file system path and returns the name of the python package the said path belongs to. If the said path can not be determined, it returns None. """ module_found = False last_module_found = None continue_ = True while contin...

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38.25

16.416667

def new_stats_exporter(option): """ new_stats_exporter returns an exporter that exports stats to Prometheus. """ if option.namespace == "": raise ValueError("Namespace can not be empty string.") collector = new_collector(option) exporter = PrometheusStatsExporter(options=option, ...

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34.307692

15.769231

def endpoint_name(self, endpoint_name): """ Sets the endpoint_name of this PreSharedKey. The unique endpoint identifier that this pre-shared key applies to. 16-64 [printable](https://en.wikipedia.org/wiki/ASCII#Printable_characters) (non-control) ASCII characters. :param endpoint_name: ...

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53.857143

33.714286

def read_double(self, little_endian=True): """ Read 8 bytes as a double value from the stream. Args: little_endian (bool): specify the endianness. (Default) Little endian. Returns: float: """ if little_endian: endian = "<" els...

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25.266667

19.4

def _escapify(qstring): """Escape the characters in a quoted string which need it. @param qstring: the string @type qstring: string @returns: the escaped string @rtype: string """ text = '' for c in qstring: if c in __escaped: text += '\\' + c elif ord(c) >=...

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23.166667

16.888889

def _execute(self, ifile, process): """ Execution loop :param ifile: Input file object. Unused. :type ifile: file :return: `None`. """ if self._protocol_version == 2: result = self._read_chunk(ifile) if not result: return ...

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25.521739

20.26087

def parse_name(name): """Parses a subject string as used in OpenSSLs command line utilities. The ``name`` is expected to be close to the subject format commonly used by OpenSSL, for example ``/C=AT/L=Vienna/CN=example.com/emailAddress=user@example.com``. The function does its best to be lenient on devi...

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46.035088

32.649123

def set_limits(self, limits): """ Set the limit data to the given list of limits. Limits are specified as the raw msgpack string representing the limit. Computes the checksum of the limits; if the checksum is identical to the current one, no action is taken. """ ...

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36.380952

16.285714

def _terminal_use_capability(capability_name): """ If the terminal supports the given capability, output it. Return whether it was output. """ curses.setupterm() capability = curses.tigetstr(capability_name) if capability: sys.stdout.write(_unicode(capability)) return bool(capab...

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31.7

13.3

def activate_network_interface(iface): """Bring up the given network interface. @raise OSError: if interface does not exist or permissions are missing """ iface = iface.encode() SIOCGIFFLAGS = 0x8913 # /usr/include/bits/ioctls.h SIOCSIFFLAGS = 0x8914 # /usr/include/bits/ioctls.h IFF_UP = 0x...

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46.137931

26.034483

def show_devices(verbose=False, **kwargs): """Show information about connected devices. The verbose flag sets to verbose or not. **kwargs are passed directly to the find() function. """ kwargs["find_all"] = True devices = find(**kwargs) strings = "" for device in devices: if not...

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31.411765

15.235294

def dbtemplate_save(sender, instance, created, **kwargs): """create widget/page content/base theme from given db template:: /widget/icon/my_awesome.html /base/widget/my_new_widget_box.html /base/page/my_new_page_layout.html """ if created: if 'widget' in instance.name: ...

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42.891892

14.189189

def add_tip_lines_to_axes(self): "add lines to connect tips to zero axis for tip_labels_align=True" # get tip-coords and align-coords from verts xpos, ypos, aedges, averts = self.get_tip_label_coords() if self.style.tip_labels_align: self.axes.graph( aedges,...

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35.923077

16.846154

def find_n90(contig_lengths_dict, genome_length_dict): """ Calculate the N90 for each strain. N90 is defined as the largest contig such that at least 9/10 of the total genome size is contained in contigs equal to or larger than this contig :param contig_lengths_dict: dictionary of strain name: reverse-s...

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50.7

23.9

def get_transformation_matrix(self, theta): """ Computes the homogeneous transformation matrix for this link. """ ct = numpy.cos(theta + self.theta) st = numpy.sin(theta + self.theta) ca = numpy.cos(self.alpha) sa = numpy.sin(self.alpha) return numpy.matrix(((ct, -st * c...

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45.090909

11.181818

def mint_token_if_balance_low( token_contract: ContractProxy, target_address: str, min_balance: int, fund_amount: int, gas_limit: int, mint_msg: str, no_action_msg: str = None, ) -> Optional[TransactionHash]: """ Check token balance and mint if below minimum "...

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36.35

18.1

def permitted_query(self, query, group, operations): '''Change the ``query`` so that only instances for which ``group`` has roles with permission on ``operations`` are returned.''' session = query.session models = session.router user = group.user if user.is_superuser: # super-u...

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48.8

18.628571

def xrdb(xrdb_files=None): """Merge the colors into the X db so new terminals use them.""" xrdb_files = xrdb_files or \ [os.path.join(CACHE_DIR, "colors.Xresources")] if shutil.which("xrdb") and OS != "Darwin": for file in xrdb_files: subprocess.run(["xrdb", "-merge", "-quiet", ...

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def make_copy_paste_env(env: Dict[str, str]) -> str: """ Convert an environment into a set of commands that can be copied/pasted, on the build platform, to recreate that environment. """ windows = platform.system() == "Windows" cmd = "set" if windows else "export" return ( "\n".join(...

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def xor(cls, obj, **kwargs): """Query an object. :param obj: object to test :param kwargs: query specified in kwargssql :return: `True` if exactly one `kwargs` expression is `True`, `False` otherwise. :rtype: bool """ return cls.__...

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def qwarp_align(dset_from,dset_to,skull_strip=True,mask=None,affine_suffix='_aff',suffix='_qwarp',prefix=None): '''aligns ``dset_from`` to ``dset_to`` using 3dQwarp Will run ``3dSkullStrip`` (unless ``skull_strip`` is ``False``), ``3dUnifize``, ``3dAllineate``, and then ``3dQwarp``. This method will add su...

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def add_current_text(self): """ Add current text to combo box history (convenient method). If path ends in os separator ("\" windows, "/" unix) remove it. """ text = self.currentText() if osp.isdir(text) and text: if text[-1] == os.sep: ...

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def setup(self, universe): """ Setup Security with universe. Speeds up future runs. Args: * universe (DataFrame): DataFrame of prices with security's name as one of the columns. """ # if we already have all the prices, we will store them to speed up ...

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def mv_files(src, dst): """ Move all files from one directory to another :param str src: Source directory :param str dst: Destination directory :return none: """ # list the files in the src directory files = os.listdir(src) # loop for each file found for file in files: #...

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def _delete_service_nwk(self, tenant_id, tenant_name, direc): """Function to delete the service in network in DCNM. """ net_dict = {} if direc == 'in': seg, vlan = self.get_in_seg_vlan(tenant_id) net_dict['part_name'] = None else: seg, vlan = self.get_...

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def import_mod_attr(path): """ Import string format module, e.g. 'uliweb.orm' or an object return module object and object """ import inspect if isinstance(path, (str, unicode)): v = path.split(':') if len(v) == 1: module, func = path.rsplit('.', 1) else: ...

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def ping(bot, mask, target, args): """ping/pong %%ping """ bot.send('NOTICE %(nick)s :PONG %(nick)s!' % dict(nick=mask.nick))

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def seat_button_count(self): """The total number of buttons pressed on all devices on the associated seat after the event was triggered. For pointer events that are not of type :attr:`~libinput.constant.EventType.POINTER_BUTTON`, this property raises :exc:`AssertionError`. Returns: int: The seat wide p...

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def onKeyPressInCanvas(self, event): '''Called when a key is pressed when the canvas has focus.''' char_map = { 'w':'move 1', 'a':'strafe -1', 's':'move -1', 'd':'strafe 1', ' ':'jump 1' } keysym_map = { 'continuous': { 'Left':'turn -1', 'Right':'turn 1', 'Up':'pitch -1', 'Down':'pitch 1', 'Shif...

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def system_monitor_LineCard_alert_state(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") system_monitor = ET.SubElement(config, "system-monitor", xmlns="urn:brocade.com:mgmt:brocade-system-monitor") LineCard = ET.SubElement(system_monitor, "LineCard") ...

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def get_final_text(pred_text, orig_text, do_lower_case, verbose_logging=False): """Project the tokenized prediction back to the original text.""" # When we created the data, we kept track of the alignment between original # (whitespace tokenized) tokens and our WordPiece tokenized tokens. So # now `ori...

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def skeleton_path(parts): """Gets the path to a skeleton asset""" return os.path.join(os.path.dirname(oz.__file__), "skeleton", parts)

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def invalidation_hash(self, fingerprint_strategy=None): """ :API: public """ fingerprint_strategy = fingerprint_strategy or DefaultFingerprintStrategy() if fingerprint_strategy not in self._cached_fingerprint_map: self._cached_fingerprint_map[fingerprint_strategy] = self.compute_invalidation_h...

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def parallel_progbar(mapper, iterable, nprocs=None, starmap=False, flatmap=False, shuffle=False, verbose=True, verbose_flatmap=None, **kwargs): """Performs a parallel mapping of the given iterable, reporting a progress bar as values get returned :param mapper: The mapping function to apply...

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def available_services_regions(self): """Returns list of unique region name values in service catalog.""" regions = [] if self.service_catalog: for service in self.service_catalog: service_type = service.get('type') if service_type is None or service_t...

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def vhost_add(cls, resource, params): """ Add a vhost into a webaccelerator """ try: oper = cls.call( 'hosting.rproxy.vhost.create', cls.usable_id(resource), params) cls.echo('Adding your virtual host (%s) into %s' % (params['vhost'], resource...

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def setup_parser(self, parser): """ Setup the argument parser. `parser` ``FocusArgParser`` object. """ parser.add_argument('task_name', help='task to create') parser.add_argument('clone_task', nargs='?', help='existing task to...

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def to_json(value, **kwargs): """Return a copy of the dictionary If the values are HasProperties instances, they are serialized """ serial_dict = { key: ( val.serialize(**kwargs) if isinstance(val, HasProperties) else val ) ...

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def fill_list(self, list, input_list): """ fills a tree with nested parameters Args: tree: QtGui.QTreeView to fill parameters: dictionary or Parameter object which contains the information to use to fill """ for name in input_list: # print(inde...

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def rt(nu, size=None): """ Student's t random variates. """ return rnormal(0, 1, size) / np.sqrt(rchi2(nu, size) / nu)

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def json_is_exception(resp): """ Is the given response object an exception traceback? Return True if so Return False if not """ if not json_is_error(resp): return False if 'traceback' not in resp.keys() or 'error' not in resp.keys(): return False return True

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def __getOrganizations(self, web): """Scrap the number of organizations from a GitHub profile. :param web: parsed web. :type web: BeautifulSoup node. """ orgsElements = web.find_all("a", {"class": "avatar-group-item"}) self.organizations = len(orgsElements)

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def ip_rtm_config_route_static_route_oif_vrf_next_hop_vrf(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") ip = ET.SubElement(config, "ip", xmlns="urn:brocade.com:mgmt:brocade-common-def") rtm_config = ET.SubElement(ip, "rtm-config", xmlns="urn:brocade.co...

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def erf(f=Ellipsis): ''' erf(x) yields a potential function that calculates the error function over the input x. If x is a constant, yields a constant potential function. erf() is equivalent to erf(...), which is just the error function, calculated over its inputs. ''' f = to_potential(f) ...

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def accuracy_helper(egg, match='exact', distance='euclidean', features=None): """ Computes proportion of words recalled Parameters ---------- egg : quail.Egg Data to analyze match : str (exact, best or smooth) Matching approach to compute recall matrix. If ...

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def safe_mkdir_for(path, clean=False): """Ensure that the parent directory for a file is present. If it's not there, create it. If it is, no-op. """ safe_mkdir(os.path.dirname(path), clean=clean)

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def cmode(self, channel, modes=''): """ Sets or gets the channel mode. Required arguments: * channel - Channel to set/get modes of. Optional arguments: * modes='' - Modes to set. If not specified return the modes of the channel. """ with self.l...

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def dumps(self): """Turn the tabu object into a string in Latex format.""" _s = super().dumps() # Tabu tables support a unusual syntax: # \begin{tabu} spread 0pt {<col format...>} # # Since this syntax isn't common, it doesn't make # sense to support it in the b...

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def honeycomb_lattice( a, b, spacing, alternating_sites=False ): """ Generate a honeycomb lattice. Args: a (Int): Number of lattice repeat units along x. b (Int): Number of lattice repeat units along y. spacing (Float): Distance between lattice sites. alterna...

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def assert_equals(actual, expected, ignore_order=False, ignore_index=False, all_close=False): ''' Assert 2 series are equal. Like ``assert equals(series1, series2, ...)``, but with better hints at where the series differ. See `equals` for detailed parameter doc. Parameters ---------- a...

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def _init_usrgos(self, goids): """Return user GO IDs which have GO Terms.""" usrgos = set() goids_missing = set() _go2obj = self.gosubdag.go2obj for goid in goids: if goid in _go2obj: usrgos.add(goid) else: goids_missing.add...

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def Page_screencastFrameAck(self, sessionId): """ Function path: Page.screencastFrameAck Domain: Page Method name: screencastFrameAck WARNING: This function is marked 'Experimental'! Parameters: Required arguments: 'sessionId' (type: integer) -> Frame number. No return value. Des...

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def thorium(opts, functions, runners): ''' Load the thorium runtime modules ''' pack = {'__salt__': functions, '__runner__': runners, '__context__': {}} ret = LazyLoader(_module_dirs(opts, 'thorium'), opts, tag='thorium', pack=pack) ret.pack['__thorium__'] = r...

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def UploadAccount(self, hash_algorithm, hash_key, accounts): """Uploads multiple accounts to Gitkit server. Args: hash_algorithm: string, algorithm to hash password. hash_key: string, base64-encoded key of the algorithm. accounts: array of accounts to be uploaded. Returns: Response...

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def write(self, *args, **kwargs): """Write that shows progress in statusbar for each <freq> cells""" self.progress_status() # Check abortes state and raise StopIteration if aborted if self.aborted: statustext = _("File saving aborted.") post_command_event(self.m...

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def charge_credit_card(self, credit_card_psp_object: Model, amount: Money, client_ref: str) -> Tuple[bool, Model]: """ :param credit_card_psp_object: an instance representing the credit card in the psp :param amount: the amount to charge :param client_ref: a reference that will appear on...

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def eval_multi(self, inc_epoch=True): """ Run the evaluation on multiple attacks. """ sess = self.sess preds = self.preds x = self.x_pre y = self.y X_train = self.X_train Y_train = self.Y_train X_test = self.X_test Y_test = self.Y_test writer = self.writer self.summa...

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def get_value(self, key, default={}, nested=True, decrypt=True): """ Retrieve a value from the configuration based on its key. The key may be nested. :param str key: A path to the value, with nested levels joined by '.' :param default: Value to return if the key does not exist (...

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def _form_onset_offset_fronts(ons_or_offs, sample_rate_hz, threshold_ms=20): """ Takes an array of onsets or offsets (shape = [nfrequencies, nsamples], where a 1 corresponds to an on/offset, and samples are 0 otherwise), and returns a new array of the same shape, where each 1 has been replaced by either...

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def set_operator(self, operator): """Set the current :ref:`OPERATOR` to be used for all drawing operations. The default operator is :obj:`OVER <OPERATOR_OVER>`. :param operator: A :ref:`OPERATOR` string. """ cairo.cairo_set_operator(self._pointer, operator) sel...

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def _on_scan(_loop, adapter, _adapter_id, info, expiration_time): """Callback when a new device is seen.""" info['validity_period'] = expiration_time adapter.notify_event_nowait(info.get('connection_string'), 'device_seen', info)

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def _low_level_exec_command(self, conn, cmd, tmp, sudoable=False, executable=None): ''' execute a command string over SSH, return the output ''' if executable is None: executable = '/bin/sh' sudo_user = self.sudo_user rc, stdin, stdout, stderr = conn.exec_command(cmd, tmp, ...

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def load_schema(schema_path): ''' Returns a schema loaded from the file at `schema_path`. Will recursively load referenced schemas assuming they can be found in files in the same directory and named with the convention `<type_name>.avsc`. ''' with open(schema_path) as fd: schema = j...

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def expand_url(status): """Expand url on statuses. :param status: A tweepy status to expand urls. :type status: :class:`tweepy.models.Status` :returns: A string with expanded urls. :rtype: :class:`str` """ try: txt = get_full_text(status) for url in status.entities['urls']:...

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def get_asset_content(self, asset_content_id): """Gets the ``AssetContent`` specified by its ``Id``. In plenary mode, the exact ``Id`` is found or a ``NotFound`` results. Otherwise, the returned ``AssetContent`` may have a different ``Id`` than requested, such as the case where a duplic...

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def LoadSecondaryConfig(self, filename=None, parser=None): """Loads an additional configuration file. The configuration system has the concept of a single Primary configuration file, and multiple secondary files. The primary configuration file is the main file that is used by the program. Any writeback...

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def cinder(*arg): """ Cinder annotation for adding function to process cinder notification. if event_type include wildcard, will put {pattern: function} into process_wildcard dict else will put {event_type: function} into process dict :param arg: event_type of notification """ check_event_...

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def mjd2gmst(mjd): """Convert Modfied Juian Date (JD = 2400000.5) to GMST Taken from P.T. Walace routines. """ tu = (mjd - MJD0) / (100*DPY) st = math.fmod(mjd, 1.0) * D2PI + (24110.54841 + (8640184.812866 + (0.093104 - 6.2e-6 * tu) * tu) * tu) * DS2R w = math.fmod(st, D2PI) if w >=...

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def fit(self, X=None, y=None, **kwargs): """Fit the blocks of this pipeline. Sequentially call the `fit` and the `produce` methods of each block, capturing the outputs each `produce` method before calling the `fit` method of the next one. During the whole process a context dict...

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def open_machine(self, settings_file): """Opens a virtual machine from the existing settings file. The opened machine remains unregistered until you call :py:func:`register_machine` . The specified settings file name must be fully qualified. The file must exist and be a ...

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38.5

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def _str_to_type(cls, context_class, string): """ :type context_class: type :type string: str :rtype: type """ if string in cls._TYPE_NAMES_BUILTIN: return eval(string) module_ = sys.modules[context_class.__module__] if hasattr(module_, str...

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def _mouseUp(x, y, button): """Send the mouse up event to Windows by calling the mouse_event() win32 function. Args: x (int): The x position of the mouse event. y (int): The y position of the mouse event. button (str): The mouse button, either 'left', 'middle', or 'right' Returns: ...

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def make_pattern(self, pattern, listsep=','): """Make pattern for a data type with the specified cardinality. .. code-block:: python yes_no_pattern = r"yes|no" many_yes_no = Cardinality.one_or_more.make_pattern(yes_no_pattern) :param pattern: Regular expression for ty...

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39.277778

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def _make_param_matcher(annotation, kind=None): ''' For a given annotation, return a function which, when called on a function argument, returns true if that argument matches the annotation. If the annotation is a type, it calls isinstance; if it's a callable, it calls it on the ...

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50.25

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def length(self,threshold=0.2,phys=False,ang=False,tdisrupt=None, **kwargs): """ NAME: length PURPOSE: calculate the length of the stream INPUT: threshold - threshold down from the density near the progenitor at which to define the 'en...

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46.25

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def get(self, project): """Query the project status. Returns a ``CLAMData`` instance or raises an exception according to the returned HTTP Status code""" try: data = self.request(project + '/') except: raise if not isinstance(data, clam.common.data.CLAMData): ...

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40.4

18.1

def kent_mean(dec=None, inc=None, di_block=None): """ Calculates the Kent mean and associated statistical parameters from either a list of declination values and a separate list of inclination values or from a di_block (a nested list a nested list of [dec,inc,1.0]). Returns a dictionary with the Ken...

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31.708333

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def http_keepalive (headers): """ Get HTTP keepalive value, either from the Keep-Alive header or a default value. @param headers: HTTP headers @type headers: dict @return: keepalive in seconds @rtype: int """ keepalive = headers.get("Keep-Alive") if keepalive is not None: ...

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27.052632

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def IsComposite(self): """Determines if the data type is composite. A composite data type consists of other data types. Returns: bool: True if the data type is composite, False otherwise. """ return bool(self.condition) or ( self.member_data_type_definition and self.member_da...

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31.181818

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def get_resource_notification_session_for_bin(self, resource_receiver, bin_id, proxy): """Gets the resource notification session for the given bin. arg: resource_receiver (osid.resource.ResourceReceiver): notification callback arg: bin_id (osid.id.Id): the ``Id`` of the bi...

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50.962963

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def row(self, columnnames=[], exclude=False): """Return a tablerow object which includes (or excludes) the given columns. :class:`tablerow` makes it possible to get/put values in one or more rows. """ from .tablerow import tablerow return tablerow(self, columnna...

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32.4

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def read_handle(url, cache=None, mode="rb"): """Read from any URL with a file handle. Use this to get a handle to a file rather than eagerly load the data: ``` with read_handle(url) as handle: result = something.load(handle) result.do_something() ``` When program execution leaves th...

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26.681818

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def non_dependency (self): """ Returns properties that are not dependencies. """ result = [p for p in self.lazy_properties if not p.feature.dependency] result.extend(self.non_dependency_) return result

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39.333333

12.333333

def _param_from_config(key, data): ''' Return EC2 API parameters based on the given config data. Examples: 1. List of dictionaries >>> data = [ ... {'DeviceIndex': 0, 'SubnetId': 'subid0', ... 'AssociatePublicIpAddress': True}, ... {'DeviceIndex': 1, ... 'SubnetId'...

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35.342857

18.142857

def enable_root_user(self): """ Enables login from any host for the root user and provides the user with a generated root password. """ uri = "/instances/%s/root" % self.id resp, body = self.manager.api.method_post(uri) return body["user"]["password"]

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37.5

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def add_data(self): """This function properly constructs a QR code's data string. It takes into account the interleaving pattern required by the standard. """ #Encode the data into a QR code self.buffer.write(self.binary_string(self.mode, 4)) self.buffer.write(self.get_da...

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40.009901

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def processing_block_list(): """Return the list of processing blocks known to SDP.""" pb_list = ProcessingBlockList() return dict(active=pb_list.active, completed=pb_list.completed, aborted=pb_list.aborted)

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40.833333

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def oauth2_token_exchange(client_id, client_secret, redirect_uri, base_url=OH_BASE_URL, code=None, refresh_token=None): """ Exchange code or refresh token for a new token and refresh token. For the first time when a project is created, code is required to generate refresh token...

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44.666667

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def questions(self, type=None): """Get questions associated with this participant. Return a list of questions associated with the participant. If specified, ``type`` filters by class. """ if type is None: type = Question if not issubclass(type, Question): ...

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32.071429

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