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_function_from_request_pdu(pdu): """ Return function instance, based on request PDU. :param pdu: Array of bytes. :return: Instance of a function. """ function_code = get_function_code_from_request_pdu(pdu) try: function_class = function_code_to_function_map[function_code] ...	[ "def", "create_function_from_request_pdu", "(", "pdu", ")", ":", "function_code", "=", "get_function_code_from_request_pdu", "(", "pdu", ")", "try", ":", "function_class", "=", "function_code_to_function_map", "[", "function_code", "]", "except", "KeyError", ":", "raise...	33.076923	16.769231
def md5_for_file(f, block_size=2 ** 20): """Generate an MD5 has for a possibly large file by breaking it into chunks.""" md5 = hashlib.md5() try: # Guess that f is a FLO. f.seek(0) return md5_for_stream(f, block_size=block_size) except AttributeError: # Nope, not a...	[ "def", "md5_for_file", "(", "f", ",", "block_size", "=", "2", "**", "20", ")", ":", "md5", "=", "hashlib", ".", "md5", "(", ")", "try", ":", "# Guess that f is a FLO.", "f", ".", "seek", "(", "0", ")", "return", "md5_for_stream", "(", "f", ",", "bloc...	25.529412	17.294118
def group_delete(auth=None, *kwargs): ''' Delete a group CLI Example: .. code-block:: bash salt '' keystoneng.group_delete name=group1 salt '' keystoneng.group_delete name=group2 domain_id=b62e76fbeeff4e8fb77073f591cf211e salt '' keystoneng.group_delete name=0e4febc2a5ab4f...	[ "def", "group_delete", "(", "auth", "=", "None", ",", "", "", "kwargs", ")", ":", "cloud", "=", "get_operator_cloud", "(", "auth", ")", "kwargs", "=", "_clean_kwargs", "(", "", "", "kwargs", ")", "return", "cloud", ".", "delete_group", "(", "", "...	29.733333	24.266667
def _CheckPacketSize(cursor): """Checks that MySQL packet size is big enough for expected query size.""" cur_packet_size = int(_ReadVariable("max_allowed_packet", cursor)) if cur_packet_size < MAX_PACKET_SIZE: raise Error( "MySQL max_allowed_packet of {0} is required, got {1}. " "Please set ma...	[ "def", "_CheckPacketSize", "(", "cursor", ")", ":", "cur_packet_size", "=", "int", "(", "_ReadVariable", "(", "\"max_allowed_packet\"", ",", "cursor", ")", ")", "if", "cur_packet_size", "<", "MAX_PACKET_SIZE", ":", "raise", "Error", "(", "\"MySQL max_allowed_packet ...	51.375	15.875
def AddPort(self,protocol,port,port_to=None): """Add and commit a single port. # Add single port >>> clc.v2.Server("WA1BTDIX01").PublicIPs().public_ips[0].AddPort(protocol='TCP',port='22').WaitUntilComplete() 0 # Add port range >>> clc.v2.Server("WA1BTDIX01").PublicIPs().public_ips[0].AddPort(protocol='UD...	[ "def", "AddPort", "(", "self", ",", "protocol", ",", "port", ",", "port_to", "=", "None", ")", ":", "self", ".", "ports", ".", "append", "(", "Port", "(", "self", ",", "protocol", ",", "port", ",", "port_to", ")", ")", "return", "(", "self", ".", ...	28	32.3125
def change_parameters(self,params): """ Utility function for changing the approximate distribution parameters """ no_of_params = 0 for core_param in range(len(self.q)): for approx_param in range(self.q[core_param].param_no): self.q[core_param].vi_chang...	[ "def", "change_parameters", "(", "self", ",", "params", ")", ":", "no_of_params", "=", "0", "for", "core_param", "in", "range", "(", "len", "(", "self", ".", "q", ")", ")", ":", "for", "approx_param", "in", "range", "(", "self", ".", "q", "[", "core_...	43.222222	15.888889
def _normalize_properties(self, definition): """ Inspects the definition and returns a copy of it that is updated with any special property such as Condition, UpdatePolicy and the like. """ args = definition.get('Properties', {}).copy() if 'Condition' in definitio...	[ "def", "_normalize_properties", "(", "self", ",", "definition", ")", ":", "args", "=", "definition", ".", "get", "(", "'Properties'", ",", "{", "}", ")", ".", "copy", "(", ")", "if", "'Condition'", "in", "definition", ":", "args", ".", "update", "(", "...	45.3125	13.75
def rpcexec(self, payload): """ Execute a call by sending the payload :param json payload: Payload data :raises ValueError: if the server does not respond in proper JSON format """ if not self.ws: # pragma: no cover self.connect() lo...	[ "def", "rpcexec", "(", "self", ",", "payload", ")", ":", "if", "not", "self", ".", "ws", ":", "# pragma: no cover", "self", ".", "connect", "(", ")", "log", ".", "debug", "(", "json", ".", "dumps", "(", "payload", ")", ")", "# Mutex/Lock", "# We need t...	29.413793	20.172414
def collection(self, attribute): """Returns the collection corresponding the attribute name.""" return { "dependencies": self.dependencies, "publics": self.publics, "members": self.members, "types": self.types, "executables": self.executables, ...	[ "def", "collection", "(", "self", ",", "attribute", ")", ":", "return", "{", "\"dependencies\"", ":", "self", ".", "dependencies", ",", "\"publics\"", ":", "self", ".", "publics", ",", "\"members\"", ":", "self", ".", "members", ",", "\"types\"", ":", "sel...	37.3	7.9
def get(self, sid): """ Constructs a BuildContext :param sid: The sid :returns: twilio.rest.serverless.v1.service.build.BuildContext :rtype: twilio.rest.serverless.v1.service.build.BuildContext """ return BuildContext(self._version, service_sid=self._solution['s...	[ "def", "get", "(", "self", ",", "sid", ")", ":", "return", "BuildContext", "(", "self", ".", "_version", ",", "service_sid", "=", "self", ".", "_solution", "[", "'service_sid'", "]", ",", "sid", "=", "sid", ",", ")" ]	33.5	23.5
def observe(self, C, obs_mesh_new, obs_vals_new, mean_under=None): """ Synchronizes self's observation status with C's. Values of observation are given by obs_vals. obs_mesh_new and obs_vals_new should already have been sliced, as Covariance.observe(..., output_type='o') does. ...	[ "def", "observe", "(", "self", ",", "C", ",", "obs_mesh_new", ",", "obs_vals_new", ",", "mean_under", "=", "None", ")", ":", "self", ".", "C", "=", "C", "self", ".", "obs_mesh", "=", "C", ".", "obs_mesh", "self", ".", "obs_len", "=", "C", ".", "obs...	31.555556	21.377778
def finalize(self): """ Is called when the editor is closed. Disconnect signals. """ self.pickButton.clicked.disconnect(self.execFontDialog) super(FontCtiEditor, self).finalize()	[ "def", "finalize", "(", "self", ")", ":", "self", ".", "pickButton", ".", "clicked", ".", "disconnect", "(", "self", ".", "execFontDialog", ")", "super", "(", "FontCtiEditor", ",", "self", ")", ".", "finalize", "(", ")" ]	41.2	9.8
def set_error_pages(self, codes_map=None, common_prefix=None): """Add an error pages for managed 403, 404, 500 responses. Shortcut for ``.set_error_page()``. :param dict codes_map: Status code mapped into an html filepath or just a filename if common_prefix is used. If...	[ "def", "set_error_pages", "(", "self", ",", "codes_map", "=", "None", ",", "common_prefix", "=", "None", ")", ":", "statuses", "=", "[", "403", ",", "404", ",", "500", "]", "if", "common_prefix", ":", "if", "not", "codes_map", ":", "codes_map", "=", "{...	34.076923	25.269231
def haversine(lng1, lat1, lng2, lat2): """Compute km by geo-coordinates See also: haversine define https://en.wikipedia.org/wiki/Haversine_formula """ # Convert coordinates to floats. lng1, lat1, lng2, lat2 = map(float, [lng1, lat1, lng2, lat2]) # Convert to radians from degrees lng1, lat1,...	[ "def", "haversine", "(", "lng1", ",", "lat1", ",", "lng2", ",", "lat2", ")", ":", "# Convert coordinates to floats.", "lng1", ",", "lat1", ",", "lng2", ",", "lat2", "=", "map", "(", "float", ",", "[", "lng1", ",", "lat1", ",", "lng2", ",", "lat2", "]...	34.294118	19.764706
def execute(self): """ Execute the actions necessary to cleanup the instances and returns None. :return: None """ self.print_info() if not self._config.provisioner.playbooks.cleanup: msg = 'Skipping, cleanup playbook not configured.' LOG....	[ "def", "execute", "(", "self", ")", ":", "self", ".", "print_info", "(", ")", "if", "not", "self", ".", "_config", ".", "provisioner", ".", "playbooks", ".", "cleanup", ":", "msg", "=", "'Skipping, cleanup playbook not configured.'", "LOG", ".", "warn", "(",...	25.2	21.066667
def update(self,updates={}): """ update csp_default.json with dict if file empty add default-src and create dict """ try: csp = self.read() except: csp = {'default-src':"'self'"} self.write(csp) csp.update(updates) self.write(csp)	[ "def", "update", "(", "self", ",", "updates", "=", "{", "}", ")", ":", "try", ":", "csp", "=", "self", ".", "read", "(", ")", "except", ":", "csp", "=", "{", "'default-src'", ":", "\"'self'\"", "}", "self", ".", "write", "(", "csp", ")", "csp", ...	19.230769	16.692308
def configure(): """Load logging configuration from our own defaults.""" log_levels = { 5: logging.NOTSET, 4: logging.DEBUG, 3: logging.INFO, 2: logging.WARNING, 1: logging.ERROR, 0: logging.CRITICAL } logging.captureWarnings(True) root_logger = loggi...	[ "def", "configure", "(", ")", ":", "log_levels", "=", "{", "5", ":", "logging", ".", "NOTSET", ",", "4", ":", "logging", ".", "DEBUG", ",", "3", ":", "logging", ".", "INFO", ",", "2", ":", "logging", ".", "WARNING", ",", "1", ":", "logging", ".",...	32.827586	15.62069
def get_message(cls, signals=True, farms=False, buffer_size=65536, timeout=-1): """Block until a mule message is received and return it. This can be called from multiple threads in the same programmed mule. :param bool signals: Whether to manage signals. :param bool farms: Whether to ...	[ "def", "get_message", "(", "cls", ",", "signals", "=", "True", ",", "farms", "=", "False", ",", "buffer_size", "=", "65536", ",", "timeout", "=", "-", "1", ")", ":", "return", "decode", "(", "uwsgi", ".", "mule_get_msg", "(", "signals", ",", "farms", ...	30.833333	25.111111
def f_preset_config(self, config_name, args, *kwargs): """Similar to func:`~pypet.trajectory.Trajectory.f_preset_parameter`""" if not config_name.startswith('config.'): config_name = 'config.' + config_name self._preset(config_name, args, kwargs)	[ "def", "f_preset_config", "(", "self", ",", "config_name", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "not", "config_name", ".", "startswith", "(", "'config.'", ")", ":", "config_name", "=", "'config.'", "+", "config_name", "self", ".", "...	40	17.285714
def wind_speed_hub(self, weather_df): r""" Calculates the wind speed at hub height. The method specified by the parameter `wind_speed_model` is used. Parameters ---------- weather_df : pandas.DataFrame DataFrame with time series for wind speed `wind_speed` i...	[ "def", "wind_speed_hub", "(", "self", ",", "weather_df", ")", ":", "if", "self", ".", "power_plant", ".", "hub_height", "in", "weather_df", "[", "'wind_speed'", "]", ":", "wind_speed_hub", "=", "weather_df", "[", "'wind_speed'", "]", "[", "self", ".", "power...	50.15493	22.56338
def add_entity(self, rdf_type, superclass, label, definition=None): ''' Adds entity as long as it doesn't exist and has a usable superclass ILX ID and rdf:type ''' # Checks if you inputed the right type rdf_type = rdf_type.lower().strip().replace('owl:Class', 'term') ...	[ "def", "add_entity", "(", "self", ",", "rdf_type", ",", "superclass", ",", "label", ",", "definition", "=", "None", ")", ":", "# Checks if you inputed the right type", "rdf_type", "=", "rdf_type", ".", "lower", "(", ")", ".", "strip", "(", ")", ".", "replace...	54.076923	24.461538
def next_word(self, previous_words): """The next word that is generated by the Markov Chain depends on a tuple of the previous words from the Chain""" # The previous words may never have appeared in order in the corpus used to # generate the word_dict. Consequently, we want to try to fin...	[ "def", "next_word", "(", "self", ",", "previous_words", ")", ":", "# The previous words may never have appeared in order in the corpus used to", "# generate the word_dict. Consequently, we want to try to find the previous ", "# words in orde, but if they are not there, then we remove the earlies...	58.111111	19.111111
def cache_key(self, repo: str, branch: str, task: Task, git_repo: Repo) -> str: """ Returns the key used for storing results in cache. """ return "{repo}_{branch}_{hash}_{task}".format(repo=self.repo_id(repo), branch=branch, ...	[ "def", "cache_key", "(", "self", ",", "repo", ":", "str", ",", "branch", ":", "str", ",", "task", ":", "Task", ",", "git_repo", ":", "Repo", ")", "->", "str", ":", "return", "\"{repo}_{branch}_{hash}_{task}\"", ".", "format", "(", "repo", "=", "self", ...	67.428571	28.428571
def display(self, image): """ Takes a 1-bit :py:mod:`PIL.Image` and dumps it to the OLED display. :param image: Image to display. :type image: :py:mod:`PIL.Image` """ assert(image.mode == self.mode) assert(image.size == self.size) image = self.pr...	[ "def", "display", "(", "self", ",", "image", ")", ":", "assert", "(", "image", ".", "mode", "==", "self", ".", "mode", ")", "assert", "(", "image", ".", "size", "==", "self", ".", "size", ")", "image", "=", "self", ".", "preprocess", "(", "image", ...	26.833333	16.5
def FindChecks(cls, artifact=None, os_name=None, cpe=None, labels=None, restrict_checks=None): """Takes targeting info, identifies relevant checks. FindChecks will return results when a host has the conditions necessary for ...	[ "def", "FindChecks", "(", "cls", ",", "artifact", "=", "None", ",", "os_name", "=", "None", ",", "cpe", "=", "None", ",", "labels", "=", "None", ",", "restrict_checks", "=", "None", ")", ":", "check_ids", "=", "set", "(", ")", "conditions", "=", "lis...	35.235294	19.205882
def process(self, session: AppSession): '''Build MITM proxy server.''' args = session.args if not (args.phantomjs or args.youtube_dl or args.proxy_server): return proxy_server = session.factory.new( 'HTTPProxyServer', session.factory['HTTPClient'], ...	[ "def", "process", "(", "self", ",", "session", ":", "AppSession", ")", ":", "args", "=", "session", ".", "args", "if", "not", "(", "args", ".", "phantomjs", "or", "args", ".", "youtube_dl", "or", "args", ".", "proxy_server", ")", ":", "return", "proxy_...	32.962963	20.222222
def py(sfn, string=False, **kwargs): # pylint: disable=C0103 ''' Render a template from a python source file Returns:: {'result': bool, 'data': <Error data or rendered file path>} ''' if not os.path.isfile(sfn): return {} base_fname = os.path.basename(sfn) name =...	[ "def", "py", "(", "sfn", ",", "string", "=", "False", ",", "", "", "kwargs", ")", ":", "# pylint: disable=C0103", "if", "not", "os", ".", "path", ".", "isfile", "(", "sfn", ")", ":", "return", "{", "}", "base_fname", "=", "os", ".", "path", ".", ...	30.792453	17.09434
def hex2bin(fin, fout, start=None, end=None, size=None, pad=None): """Hex-to-Bin convertor engine. @return 0 if all OK @param fin input hex file (filename or file-like object) @param fout output bin file (filename or file-like object) @param start start of address range (optional)...	[ "def", "hex2bin", "(", "fin", ",", "fout", ",", "start", "=", "None", ",", "end", "=", "None", ",", "size", "=", "None", ",", "pad", "=", "None", ")", ":", "try", ":", "h", "=", "IntelHex", "(", "fin", ")", "except", "HexReaderError", ":", "e", ...	31.465116	19
def delete_blob(call=None, kwargs=None): # pylint: disable=unused-argument ''' Delete a blob from a container. ''' if kwargs is None: kwargs = {} if 'container' not in kwargs: raise SaltCloudSystemExit( 'A container must be specified' ) if 'blob' not in kwa...	[ "def", "delete_blob", "(", "call", "=", "None", ",", "kwargs", "=", "None", ")", ":", "# pylint: disable=unused-argument", "if", "kwargs", "is", "None", ":", "kwargs", "=", "{", "}", "if", "'container'", "not", "in", "kwargs", ":", "raise", "SaltCloudSystemE...	25.095238	22.238095
def _validate_str_list(arg): ''' ensure ``arg`` is a list of strings ''' if isinstance(arg, six.binary_type): ret = [salt.utils.stringutils.to_unicode(arg)] elif isinstance(arg, six.string_types): ret = [arg] elif isinstance(arg, Iterable) and not isinstance(arg, Mapping): ...	[ "def", "_validate_str_list", "(", "arg", ")", ":", "if", "isinstance", "(", "arg", ",", "six", ".", "binary_type", ")", ":", "ret", "=", "[", "salt", ".", "utils", ".", "stringutils", ".", "to_unicode", "(", "arg", ")", "]", "elif", "isinstance", "(", ...	30.444444	16.444444
def _kpatch(url, data): ''' patch any object in kubernetes based on URL ''' # Prepare headers headers = {"Content-Type": "application/json-patch+json"} # Make request ret = http.query(url, method='PATCH', header_dict=headers, data=salt.utils.json.dumps(data)) # Check reques...	[ "def", "_kpatch", "(", "url", ",", "data", ")", ":", "# Prepare headers", "headers", "=", "{", "\"Content-Type\"", ":", "\"application/json-patch+json\"", "}", "# Make request", "ret", "=", "http", ".", "query", "(", "url", ",", "method", "=", "'PATCH'", ",", ...	34.285714	20
def convert(self, path, version, target = None): """Converts the specified file using the relevant template. :arg path: the full path to the file to convert. :arg version: the new version of the file. :arg target: the optional path to save the file under. If not specified, the...	[ "def", "convert", "(", "self", ",", "path", ",", "version", ",", "target", "=", "None", ")", ":", "#Get the template and values out of the XML input file and", "#write them in the format of the keywordless file.", "values", ",", "template", "=", "self", ".", "parse", "(...	43.684211	18.210526
def imm_transient(imm): ''' imm_transient(imm) yields a duplicate of the given immutable imm that is transient. ''' if not is_imm(imm): raise ValueError('Non-immutable given to imm_transient') # make a duplicate immutable that is in the transient state dup = copy.copy(imm) if _imm_is...	[ "def", "imm_transient", "(", "imm", ")", ":", "if", "not", "is_imm", "(", "imm", ")", ":", "raise", "ValueError", "(", "'Non-immutable given to imm_transient'", ")", "# make a duplicate immutable that is in the transient state", "dup", "=", "copy", ".", "copy", "(", ...	37.5	19.5
def get(self, stream, start_time, end_time, start_id=None, limit=None, order=ResultOrder.ASCENDING, namespace=None, timeout=None): """ Queries a stream with name `stream` for all events between `start_time` and `end_time` (both inclusive). An optional `start_id` allows the client to restart f...	[ "def", "get", "(", "self", ",", "stream", ",", "start_time", ",", "end_time", ",", "start_id", "=", "None", ",", "limit", "=", "None", ",", "order", "=", "ResultOrder", ".", "ASCENDING", ",", "namespace", "=", "None", ",", "timeout", "=", "None", ")", ...	37.888889	17.285714
def fetch_document(url=None, host=None, path="/", timeout=10, raise_ssl_errors=True, extra_headers=None): """Helper method to fetch remote document. Must be given either the ``url`` or ``host``. If ``url`` is given, only that will be tried without falling back to http from https. If ``host`` given, `pa...	[ "def", "fetch_document", "(", "url", "=", "None", ",", "host", "=", "None", ",", "path", "=", "\"/\"", ",", "timeout", "=", "10", ",", "raise_ssl_errors", "=", "True", ",", "extra_headers", "=", "None", ")", ":", "if", "not", "url", "and", "not", "ho...	50.934426	22.52459
def generate_supported_architectures_source(supported_archs, supported_machines): """Extract export symbols using binutils's nm utility from Binutils and generate a current header for PyBFD. """ arch_entries = [] mach_entries = [] for arch, little, big, comment in supported_archs: arch...	[ "def", "generate_supported_architectures_source", "(", "supported_archs", ",", "supported_machines", ")", ":", "arch_entries", "=", "[", "]", "mach_entries", "=", "[", "]", "for", "arch", ",", "little", ",", "big", ",", "comment", "in", "supported_archs", ":", "...	34.764706	20.647059
def process_response(self, request, response, spider): """Handle the a Scrapy response""" if not self.is_cloudflare_challenge(response): return response logger = logging.getLogger('cloudflaremiddleware') logger.debug( 'Cloudflare protection detected on %s, tryi...	[ "def", "process_response", "(", "self", ",", "request", ",", "response", ",", "spider", ")", ":", "if", "not", "self", ".", "is_cloudflare_challenge", "(", "response", ")", ":", "return", "response", "logger", "=", "logging", ".", "getLogger", "(", "'cloudfl...	27.222222	24.037037
def _new_err(self, errclass: str, args) -> 'Err': """ Error constructor """ # get the message or exception ex, msg = self._get_args(args) # construct the error # handle exception ftb = None # type: str function = None # type: str errtyp...	[ "def", "_new_err", "(", "self", ",", "errclass", ":", "str", ",", "", "args", ")", "->", "'Err'", ":", "# get the message or exception", "ex", ",", "msg", "=", "self", ".", "_get_args", "(", "", "args", ")", "# construct the error", "# handle exception", "...	28.283784	13.094595
def convert_to_vcard(name, value, allowed_object_type): """converts user input into vcard compatible data structures :param name: object name, only required for error messages :type name: str :param value: user input :type value: str or list(str) :param allowed_object_type: set the accepted retu...	[ "def", "convert_to_vcard", "(", "name", ",", "value", ",", "allowed_object_type", ")", ":", "if", "isinstance", "(", "value", ",", "str", ")", ":", "if", "allowed_object_type", "==", "ObjectType", ".", "list_with_strings", ":", "raise", "ValueError", "(", "\"E...	43.025641	17.564103
def sponsor_image_url(sponsor, name): """Returns the corresponding url from the sponsors images""" if sponsor.files.filter(name=name).exists(): # We avoid worrying about multiple matches by always # returning the first one. return sponsor.files.filter(name=name).first().item.url retu...	[ "def", "sponsor_image_url", "(", "sponsor", ",", "name", ")", ":", "if", "sponsor", ".", "files", ".", "filter", "(", "name", "=", "name", ")", ".", "exists", "(", ")", ":", "# We avoid worrying about multiple matches by always", "# returning the first one.", "ret...	45.571429	12.428571
def h_from_V(self, V, method='spline'): r'''Method to calculate the height of liquid in a fully defined tank given a specified volume of liquid in it `V`. `V` must be under the maximum volume. If the method is 'spline', and the interpolation table is not yet defined, creates it by callin...	[ "def", "h_from_V", "(", "self", ",", "V", ",", "method", "=", "'spline'", ")", ":", "if", "method", "==", "'spline'", ":", "if", "not", "self", ".", "table", ":", "self", ".", "set_table", "(", ")", "return", "float", "(", "self", ".", "interp_h_from...	41.147059	21.382353
def start_collecting_data(self, queues=None, edge=None, edge_type=None): """Tells the queues to collect data on agents' arrival, service start, and departure times. If none of the parameters are given then every :class:`.QueueServer` will start collecting data. Parameters ...	[ "def", "start_collecting_data", "(", "self", ",", "queues", "=", "None", ",", "edge", "=", "None", ",", "edge_type", "=", "None", ")", ":", "queues", "=", "_get_queues", "(", "self", ".", "g", ",", "queues", ",", "edge", ",", "edge_type", ")", "for", ...	39.566667	20.633333
def count(self, event): """Get the number of listeners for the event. Args: event (str): The event for which to count all listeners. The resulting count is a combination of listeners added using 'on'/'add_listener' and 'once'. """ return len(self._listeners[...	[ "def", "count", "(", "self", ",", "event", ")", ":", "return", "len", "(", "self", ".", "_listeners", "[", "event", "]", ")", "+", "len", "(", "self", ".", "_once", "[", "event", "]", ")" ]	34.3	20.9
def get_content_size(self, path): "Return size of files/dirs contents excluding parent node." node = self._get_node(path) return self._get_content_size(node) - node.size	[ "def", "get_content_size", "(", "self", ",", "path", ")", ":", "node", "=", "self", ".", "_get_node", "(", "path", ")", "return", "self", ".", "_get_content_size", "(", "node", ")", "-", "node", ".", "size" ]	47.5	13.5
def calculate_split_output_shapes(operator): ''' Allowed input/output patterns are 1. [N, C] ---> [N', C] 2. [N, C, H, W] ---> [N', C, H, W] ''' check_input_and_output_numbers(operator, input_count_range=1, output_count_range=[1, None]) check_input_and_output_types(operator, good_inp...	[ "def", "calculate_split_output_shapes", "(", "operator", ")", ":", "check_input_and_output_numbers", "(", "operator", ",", "input_count_range", "=", "1", ",", "output_count_range", "=", "[", "1", ",", "None", "]", ")", "check_input_and_output_types", "(", "operator", ...	39.210526	25.947368
def descendents(class_): """ Return a list of the class hierarchy below (and including) the given class. The list is ordered from least- to most-specific. Can be useful for printing the contents of an entire class hierarchy. """ assert isinstance(class_,type) q = [class_] out = [] ...	[ "def", "descendents", "(", "class_", ")", ":", "assert", "isinstance", "(", "class_", ",", "type", ")", "q", "=", "[", "class_", "]", "out", "=", "[", "]", "while", "len", "(", "q", ")", ":", "x", "=", "q", ".", "pop", "(", "0", ")", "out", "...	28.941176	17.647059
def system_drop_column_family(self, column_family): """ drops a column family. returns the new schema id. Parameters: - column_family """ self._seqid += 1 d = self._reqs[self._seqid] = defer.Deferred() self.send_system_drop_column_family(column_family) return d	[ "def", "system_drop_column_family", "(", "self", ",", "column_family", ")", ":", "self", ".", "_seqid", "+=", "1", "d", "=", "self", ".", "_reqs", "[", "self", ".", "_seqid", "]", "=", "defer", ".", "Deferred", "(", ")", "self", ".", "send_system_drop_co...	26.272727	16.454545
def op_symbol(op_node): """Get the GLSL symbol for a Python operator.""" ops = { # TODO(nicholasbishop): other unary ops ast.UAdd: '+', ast.USub: '-', # TODO(nicholasbishop): FloorDiv, Pow, LShift, RShift, # BitOr, BitXor, BitAnd ast.Add: '+', ast.Sub: '-...	[ "def", "op_symbol", "(", "op_node", ")", ":", "ops", "=", "{", "# TODO(nicholasbishop): other unary ops", "ast", ".", "UAdd", ":", "'+'", ",", "ast", ".", "USub", ":", "'-'", ",", "# TODO(nicholasbishop): FloorDiv, Pow, LShift, RShift,", "# BitOr, BitXor, BitAnd", "as...	24.37037	18.222222
def validate_account_id(sts_client, account_id): """Exit if get_caller_identity doesn't match account_id.""" resp = sts_client.get_caller_identity() if 'Account' in resp: if resp['Account'] == account_id: LOGGER.info('Verified current AWS account matches required ' ...	[ "def", "validate_account_id", "(", "sts_client", ",", "account_id", ")", ":", "resp", "=", "sts_client", ".", "get_caller_identity", "(", ")", "if", "'Account'", "in", "resp", ":", "if", "resp", "[", "'Account'", "]", "==", "account_id", ":", "LOGGER", ".", ...	40.941176	13.705882
def cmd_land(self, args): '''auto land commands''' if len(args) < 1: self.master.mav.command_long_send(self.settings.target_system, 0, mavutil.mavlink.MAV_CMD_DO_LAND_START, ...	[ "def", "cmd_land", "(", "self", ",", "args", ")", ":", "if", "len", "(", "args", ")", "<", "1", ":", "self", ".", "master", ".", "mav", ".", "command_long_send", "(", "self", ".", "settings", ".", "target_system", ",", "0", ",", "mavutil", ".", "ma...	51.142857	21.571429
def p_instance_port_arg_none(self, p): 'instance_port_arg : DOT ID LPAREN RPAREN' p[0] = PortArg(p[2], None, lineno=p.lineno(1)) p.set_lineno(0, p.lineno(1))	[ "def", "p_instance_port_arg_none", "(", "self", ",", "p", ")", ":", "p", "[", "0", "]", "=", "PortArg", "(", "p", "[", "2", "]", ",", "None", ",", "lineno", "=", "p", ".", "lineno", "(", "1", ")", ")", "p", ".", "set_lineno", "(", "0", ",", "...	44.5	7.5
def peek_stack_dwords(self, count, offset = 0): """ Tries to read DWORDs from the top of the stack. @type count: int @param count: Number of DWORDs to read. @type offset: int @param offset: Offset from the stack pointer to begin reading. @rtype: tuple( int.....	[ "def", "peek_stack_dwords", "(", "self", ",", "count", ",", "offset", "=", "0", ")", ":", "stackData", "=", "self", ".", "peek_stack_data", "(", "count", "*", "4", ",", "offset", ")", "if", "len", "(", "stackData", ")", "&", "3", ":", "stackData", "=...	34.25	17.25
def any_match(self, urls): """Check if any of the given URLs has a matching host. :param urls: an iterable containing URLs :returns: True if any host has a listed match :raises InvalidURLError: if there are any invalid URLs in the sequence """ return any(urlparse...	[ "def", "any_match", "(", "self", ",", "urls", ")", ":", "return", "any", "(", "urlparse", "(", "u", ")", ".", "hostname", "in", "self", "for", "u", "in", "urls", ")" ]	38.555556	15.777778
def _handleParListMismatch(self, probStr, extra=False): """ Handle the situation where two par lists do not match. This is meant to allow subclasses to override. Note that this only handles "missing" pars and "extra" pars, not wrong-type pars. """ errmsg = 'ERROR: mismatch between defau...	[ "def", "_handleParListMismatch", "(", "self", ",", "probStr", ",", "extra", "=", "False", ")", ":", "errmsg", "=", "'ERROR: mismatch between default and current par lists '", "+", "'for task \"'", "+", "self", ".", "taskName", "+", "'\"'", "if", "probStr", ":", "e...	45.166667	17.583333
def from_json(cls, json_data): """Instantiate a Credentials object from a JSON description of it. The JSON should have been produced by calling .to_json() on the object. Args: json_data: string or bytes, JSON to deserialize. Returns: An instance of a Credential...	[ "def", "from_json", "(", "cls", ",", "json_data", ")", ":", "data", "=", "json", ".", "loads", "(", "_helpers", ".", "_from_bytes", "(", "json_data", ")", ")", "if", "(", "data", ".", "get", "(", "'token_expiry'", ")", "and", "not", "isinstance", "(", ...	38.342857	15.8
def system_commands(self, action): """ Perform system commands """ if action == 'backup': status = self.api_action.backup() if status[0]: notify_confirm('Vent backup successful') else: notify_confirm('Vent backup could not be completed'...	[ "def", "system_commands", "(", "self", ",", "action", ")", ":", "if", "action", "==", "'backup'", ":", "status", "=", "self", ".", "api_action", ".", "backup", "(", ")", "if", "status", "[", "0", "]", ":", "notify_confirm", "(", "'Vent backup successful'",...	44.180556	14.222222
async def AddCharm(self, channel, url): ''' channel : str url : str Returns -> None ''' # map input types to rpc msg _params = dict() msg = dict(type='Client', request='AddCharm', version=1, params=_...	[ "async", "def", "AddCharm", "(", "self", ",", "channel", ",", "url", ")", ":", "# map input types to rpc msg", "_params", "=", "dict", "(", ")", "msg", "=", "dict", "(", "type", "=", "'Client'", ",", "request", "=", "'AddCharm'", ",", "version", "=", "1"...	27.1875	12.8125
def nics_skipped(name, nics, ipv6=False): ''' name Meaningless arg, but required for state. nics A list of nics to skip. ipv6 Boolean. Set to true if you want to skip the ipv6 interface. Default false (ipv4). ''' ret = {'name': ','.join(nics), 'change...	[ "def", "nics_skipped", "(", "name", ",", "nics", ",", "ipv6", "=", "False", ")", ":", "ret", "=", "{", "'name'", ":", "','", ".", "join", "(", "nics", ")", ",", "'changes'", ":", "{", "}", ",", "'result'", ":", "True", ",", "'comment'", ":", "'NI...	26.826087	19.869565
def load(fp, separator=DEFAULT, index_separator=DEFAULT, cls=dict, list_cls=list): '''Load an object from the file pointer. :param fp: A readable filehandle. :param separator: The separator between key and value. Defaults to u'\|' or b'\|', depending on the types. :param index_separator: The separator b...	[ "def", "load", "(", "fp", ",", "separator", "=", "DEFAULT", ",", "index_separator", "=", "DEFAULT", ",", "cls", "=", "dict", ",", "list_cls", "=", "list", ")", ":", "converter", "=", "None", "output", "=", "cls", "(", ")", "arraykeys", "=", "set", "(...	34.25	22.573529
def enable_logging(main): """ This decorator is used to decorate main functions. It adds the initialization of the logger and an argument parser that allows one to select the loglevel. Useful if we are writing simple main functions that call libraries where the logging module is used Args: ...	[ "def", "enable_logging", "(", "main", ")", ":", "@", "functools", ".", "wraps", "(", "main", ")", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "import", "argparse", "parser", "=", "argparse", ".", "ArgumentParser", "(", ")", ...	33.459459	20.756757
def compute(self): """Run SuperSmoother.""" self.smooth_result = run_freidman_supsmu(self.x, self.y) self._store_unsorted_results(self.smooth_result, numpy.zeros(len(self.smooth_result)))	[ "def", "compute", "(", "self", ")", ":", "self", ".", "smooth_result", "=", "run_freidman_supsmu", "(", "self", ".", "x", ",", "self", ".", "y", ")", "self", ".", "_store_unsorted_results", "(", "self", ".", "smooth_result", ",", "numpy", ".", "zeros", "...	52	25
def append(self, data): """ Appends the given data to the buffer, and triggers all connected monitors, if any of them match the buffer content. :type data: str :param data: The data that is appended. """ self.io.write(data) if not self.monitors: ...	[ "def", "append", "(", "self", ",", "data", ")", ":", "self", ".", "io", ".", "write", "(", "data", ")", "if", "not", "self", ".", "monitors", ":", "return", "# Check whether any of the monitoring regular expressions matches.", "# If it does, we need to disable that mo...	39.04	16.32
def _from_dict(cls, _dict): """Initialize a SpeechModels object from a json dictionary.""" args = {} if 'models' in _dict: args['models'] = [ SpeechModel._from_dict(x) for x in (_dict.get('models')) ] else: raise ValueError( ...	[ "def", "_from_dict", "(", "cls", ",", "_dict", ")", ":", "args", "=", "{", "}", "if", "'models'", "in", "_dict", ":", "args", "[", "'models'", "]", "=", "[", "SpeechModel", ".", "_from_dict", "(", "x", ")", "for", "x", "in", "(", "_dict", ".", "g...	36.909091	18.909091
def __status(self, job_directory, proxy_status): """ Use proxied manager's status to compute the real (stateful) status of job. """ if proxy_status == status.COMPLETE: if not job_directory.has_metadata(JOB_FILE_POSTPROCESSED): job_status = status.POSTPROCESSIN...	[ "def", "__status", "(", "self", ",", "job_directory", ",", "proxy_status", ")", ":", "if", "proxy_status", "==", "status", ".", "COMPLETE", ":", "if", "not", "job_directory", ".", "has_metadata", "(", "JOB_FILE_POSTPROCESSED", ")", ":", "job_status", "=", "sta...	37.583333	10.833333
def delete(self, tag_id): """ Delete the specified InactivityAlert :param tag_id: The tag ID to delete :type tag_id: str :raises: This will raise a :class:`ServerException <logentries_api.exceptions.ServerException>` if there is an error from Logentries ...	[ "def", "delete", "(", "self", ",", "tag_id", ")", ":", "tag_url", "=", "'https://logentries.com/rest/{account_id}/api/tags/{tag_id}'", "self", ".", "_api_delete", "(", "url", "=", "tag_url", ".", "format", "(", "account_id", "=", "self", ".", "account_id", ",", ...	28.894737	18.157895
def _update_records(self, records, data): """Insert or update a list of DNS records, specified in the netcup API convention. The fields ``hostname``, ``type``, and ``destination`` are mandatory and must be provided either in the record dict or through ``data``! """ data ...	[ "def", "_update_records", "(", "self", ",", "records", ",", "data", ")", ":", "data", "=", "{", "k", ":", "v", "for", "k", ",", "v", "in", "data", ".", "items", "(", ")", "if", "v", "}", "records", "=", "[", "dict", "(", "record", ",", "*", "...	42	14.928571
def add_relationship_methods(self): """ Adds relationship methods to applicable model classes. """ Entry = apps.get_model('wagtailrelations', 'Entry') @cached_property def related(instance): return instance.get_related() @cached_property ...	[ "def", "add_relationship_methods", "(", "self", ")", ":", "Entry", "=", "apps", ".", "get_model", "(", "'wagtailrelations'", ",", "'Entry'", ")", "@", "cached_property", "def", "related", "(", "instance", ")", ":", "return", "instance", ".", "get_related", "("...	30.431034	14.568966
def from_http_exception(cls, e): """Create ``APIError`` from ``requests.exception.HTTPError``.""" assert isinstance(e, requests.exceptions.HTTPError) response = e.response try: message = response.json()['message'] except (KeyError, ValueError): message = r...	[ "def", "from_http_exception", "(", "cls", ",", "e", ")", ":", "assert", "isinstance", "(", "e", ",", "requests", ".", "exceptions", ".", "HTTPError", ")", "response", "=", "e", ".", "response", "try", ":", "message", "=", "response", ".", "json", "(", ...	36.2	13.6
def set_session(self, autocommit=None, readonly=None): """Sets one or more parameters in the current connection. :param autocommit: Switch the connection to autocommit mode. With the current version, you need to always enable this, because :meth:`commit` is not imple...	[ "def", "set_session", "(", "self", ",", "autocommit", "=", "None", ",", "readonly", "=", "None", ")", ":", "props", "=", "{", "}", "if", "autocommit", "is", "not", "None", ":", "props", "[", "'autoCommit'", "]", "=", "bool", "(", "autocommit", ")", "...	39.85	14.65
def watch_record(indexer, use_polling=False): """ Start watching `cfstore.record_path`. :type indexer: rash.indexer.Indexer """ if use_polling: from watchdog.observers.polling import PollingObserver as Observer Observer # fool pyflakes else: from watchdog.observers imp...	[ "def", "watch_record", "(", "indexer", ",", "use_polling", "=", "False", ")", ":", "if", "use_polling", ":", "from", "watchdog", ".", "observers", ".", "polling", "import", "PollingObserver", "as", "Observer", "Observer", "# fool pyflakes", "else", ":", "from", ...	30.407407	17.444444
def enable(self): """Enable contextual logging""" with self._lock: if self.filter is None: self.filter = self._filter_type(self)	[ "def", "enable", "(", "self", ")", ":", "with", "self", ".", "_lock", ":", "if", "self", ".", "filter", "is", "None", ":", "self", ".", "filter", "=", "self", ".", "_filter_type", "(", "self", ")" ]	33.6	11.4
def _layout_to_vdev(layout, device_dir=None): ''' Turn the layout data into usable vdevs spedcification We need to support 2 ways of passing the layout: .. code:: layout_new: - mirror: - disk0 - disk1 - mirror: - disk2 - disk3...	[ "def", "_layout_to_vdev", "(", "layout", ",", "device_dir", "=", "None", ")", ":", "vdevs", "=", "[", "]", "# NOTE: check device_dir exists", "if", "device_dir", "and", "not", "os", ".", "path", ".", "exists", "(", "device_dir", ")", ":", "device_dir", "=", ...	29.042254	20.450704
def _get_sdict(self, env): """ Returns a dictionary mapping all of the source suffixes of all src_builders of this Builder to the underlying Builder that should be called first. This dictionary is used for each target specified, so we save a lot of extra computation by m...	[ "def", "_get_sdict", "(", "self", ",", "env", ")", ":", "sdict", "=", "{", "}", "for", "bld", "in", "self", ".", "get_src_builders", "(", "env", ")", ":", "for", "suf", "in", "bld", ".", "src_suffixes", "(", "env", ")", ":", "sdict", "[", "suf", ...	42.72	22.24
async def api_postcode(request): """ Gets data from a postcode. :param request: The aiohttp request. """ postcode: Optional[str] = request.match_info.get('postcode', None) try: coroutine = get_postcode_random() if postcode == "random" else get_postcode(postcode) postcode: Option...	[ "async", "def", "api_postcode", "(", "request", ")", ":", "postcode", ":", "Optional", "[", "str", "]", "=", "request", ".", "match_info", ".", "get", "(", "'postcode'", ",", "None", ")", "try", ":", "coroutine", "=", "get_postcode_random", "(", ")", "if...	34.052632	18.473684
def __refund(self, subscription_charge_id, **kwargs): """Call documentation: `/subscription_charge/refund <https://www.wepay.com/developer/reference/subscription_charge#refund>`_, plus extra keyword parameters: :keyword str access_token: will be used instead of instance's ``a...	[ "def", "__refund", "(", "self", ",", "subscription_charge_id", ",", "", "", "kwargs", ")", ":", "params", "=", "{", "'subscription_charge_id'", ":", "subscription_charge_id", "}", "return", "self", ".", "make_call", "(", "self", ".", "__refund", ",", "params...	38.043478	22.391304
def storage_expansion(network, basemap=True, scaling=1, filename=None): """ Plot storage distribution as circles on grid nodes Displays storage size and distribution in network. Parameters ---------- network : PyPSA network container Holds topology of grid including results from pow...	[ "def", "storage_expansion", "(", "network", ",", "basemap", "=", "True", ",", "scaling", "=", "1", ",", "filename", "=", "None", ")", ":", "stores", "=", "network", ".", "storage_units", "[", "network", ".", "storage_units", ".", "carrier", "==", "'extenda...	38.883929	20.526786
def _read_response(self, response): """ JSON Documentation: https://www.jfrog.com/confluence/display/RTF/Security+Configuration+JSON """ self.name = response['name'] self.description = response['description'] self.autoJoin = response['autoJoin'] self.realm = respo...	[ "def", "_read_response", "(", "self", ",", "response", ")", ":", "self", ".", "name", "=", "response", "[", "'name'", "]", "self", ".", "description", "=", "response", "[", "'description'", "]", "self", ".", "autoJoin", "=", "response", "[", "'autoJoin'", ...	43.666667	12.555556
def require_json(): """ Load the best available json library on demand. """ # Fails when "json" is missing and "simplejson" is not installed either try: import json # pylint: disable=F0401 return json except ImportError: try: import simplejson # pylint: disable=F0...	[ "def", "require_json", "(", ")", ":", "# Fails when \"json\" is missing and \"simplejson\" is not installed either", "try", ":", "import", "json", "# pylint: disable=F0401", "return", "json", "except", "ImportError", ":", "try", ":", "import", "simplejson", "# pylint: disable...	36	14.384615
def fit(self, X, ranks, replicates=1, verbose=True): """ Fits CP tensor decompositions for different choices of rank. Parameters ---------- X : array_like Real tensor ranks : int, or iterable iterable specifying number of components in each model ...	[ "def", "fit", "(", "self", ",", "X", ",", "ranks", ",", "replicates", "=", "1", ",", "verbose", "=", "True", ")", ":", "# Make ranks iterable if necessary.", "if", "not", "isinstance", "(", "ranks", ",", "collections", ".", "Iterable", ")", ":", "ranks", ...	38.333333	19.527778
def update_gradients_full(self, dL_dK, X, X2=None): """derivative of the covariance matrix with respect to the parameters.""" X,slices = X[:,:-1],index_to_slices(X[:,-1]) if X2 is None: X2,slices2 = X,slices K = np.zeros((X.shape[0]...	[ "def", "update_gradients_full", "(", "self", ",", "dL_dK", ",", "X", ",", "X2", "=", "None", ")", ":", "X", ",", "slices", "=", "X", "[", ":", ",", ":", "-", "1", "]", ",", "index_to_slices", "(", "X", "[", ":", ",", "-", "1", "]", ")", "if",...	50.702703	29.175676
def _attach(cls, disk_id, vm_id, options=None): """ Attach a disk to a vm. """ options = options or {} oper = cls.call('hosting.vm.disk_attach', vm_id, disk_id, options) return oper	[ "def", "_attach", "(", "cls", ",", "disk_id", ",", "vm_id", ",", "options", "=", "None", ")", ":", "options", "=", "options", "or", "{", "}", "oper", "=", "cls", ".", "call", "(", "'hosting.vm.disk_attach'", ",", "vm_id", ",", "disk_id", ",", "options"...	41.8	14.2
def list_available_genomes(provider=None): """ List all available genomes. Parameters ---------- provider : str, optional List genomes from specific provider. Genomes from all providers will be returned if not specified. Returns ------- list with genome names """ ...	[ "def", "list_available_genomes", "(", "provider", "=", "None", ")", ":", "if", "provider", ":", "providers", "=", "[", "ProviderBase", ".", "create", "(", "provider", ")", "]", "else", ":", "# if provider is not specified search all providers", "providers", "=", "...	27.208333	18.208333
def add_instance(self, role, instance, username='root', key_filename=None, output_shell=False): """ Add instance to the setup @param role: instance's role @type role: str @param ...	[ "def", "add_instance", "(", "self", ",", "role", ",", "instance", ",", "username", "=", "'root'", ",", "key_filename", "=", "None", ",", "output_shell", "=", "False", ")", ":", "if", "not", "role", "in", "self", ".", "Instances", ".", "keys", "(", ")",...	36.857143	18
def to_keypoints(self): """ Convert this polygon's `exterior` to ``Keypoint`` instances. Returns ------- list of imgaug.Keypoint Exterior vertices as ``Keypoint`` instances. """ # TODO get rid of this deferred import from imgaug.augmentables....	[ "def", "to_keypoints", "(", "self", ")", ":", "# TODO get rid of this deferred import", "from", "imgaug", ".", "augmentables", ".", "kps", "import", "Keypoint", "return", "[", "Keypoint", "(", "x", "=", "point", "[", "0", "]", ",", "y", "=", "point", "[", ...	28.857143	21
def get_sngl_snrs(self, instruments=None): """ Get the single-detector SNRs for each row in the table. """ if len(self) and instruments is None: instruments = map(str, \ instrument_set_from_ifos(self[0].ifos)) elif instruments is None: instruments = [] return dict((ifo, self.get_sng...	[ "def", "get_sngl_snrs", "(", "self", ",", "instruments", "=", "None", ")", ":", "if", "len", "(", "self", ")", "and", "instruments", "is", "None", ":", "instruments", "=", "map", "(", "str", ",", "instrument_set_from_ifos", "(", "self", "[", "0", "]", ...	32.727273	8.363636
def _check_object_exists(self): """Raise a KeyError if the scheduling object doesnt exist. Raise: KeyError, if the object doesnt exist in the database. """ if not DB.get_keys(self.key): raise KeyError("Object with key '{}' not exist".format(self.key))	[ "def", "_check_object_exists", "(", "self", ")", ":", "if", "not", "DB", ".", "get_keys", "(", "self", ".", "key", ")", ":", "raise", "KeyError", "(", "\"Object with key '{}' not exist\"", ".", "format", "(", "self", ".", "key", ")", ")" ]	33.444444	20
def uniform(nmr_distributions, nmr_samples, low=0, high=1, ctype='float', seed=None): """Draw random samples from the Uniform distribution. Args: nmr_distributions (int): the number of unique continuous_distributions to create nmr_samples (int): The number of samples to draw low (double...	[ "def", "uniform", "(", "nmr_distributions", ",", "nmr_samples", ",", "low", "=", "0", ",", "high", "=", "1", ",", "ctype", "=", "'float'", ",", "seed", "=", "None", ")", ":", "if", "is_scalar", "(", "low", ")", ":", "low", "=", "np", ".", "ones", ...	43.052632	26.105263
def poll(self, timeout=None): """Wait for an event to occur. If `timeout` is given, if specifies the length of time in milliseconds which the function will wait for events before returing. If `timeout` is omitted, negative or None, the call will block until there is an event. ...	[ "def", "poll", "(", "self", ",", "timeout", "=", "None", ")", ":", "if", "timeout", "is", "None", ":", "timeout", "=", "-", "1", "ret", "=", "api", ".", "py_aa_async_poll", "(", "self", ".", "handle", ",", "timeout", ")", "_raise_error_if_negative", "(...	33.26087	21.652174
def get_value(self, field): ''' Return a random value that can be assigned to the passed field instance. ''' if field not in self._field_generators: self._field_generators[field] = self.get_generator(field) generator = self._field_generators[field] i...	[ "def", "get_value", "(", "self", ",", "field", ")", ":", "if", "field", "not", "in", "self", ".", "_field_generators", ":", "self", ".", "_field_generators", "[", "field", "]", "=", "self", ".", "get_generator", "(", "field", ")", "generator", "=", "self...	34.583333	18.25
def df_to_geojson(df, properties=None, lat='lat', lon='lon', precision=6, date_format='epoch', filename=None): """Serialize a Pandas dataframe to a geojson format Python dictionary / file """ if not properties: # if no properties are selected, use all properties in dataframe properties = [c...	[ "def", "df_to_geojson", "(", "df", ",", "properties", "=", "None", ",", "lat", "=", "'lat'", ",", "lon", "=", "'lon'", ",", "precision", "=", "6", ",", "date_format", "=", "'epoch'", ",", "filename", "=", "None", ")", ":", "if", "not", "properties", ...	41.553191	25.021277
def rename_ligand(self,ligand_name,mol_file): """ Get an atom selection for the selected from both topology and trajectory. Rename the ligand LIG to help with ligand names that are not standard, e.g. contain numbers. Takes: * ligand_name * - MDAnalysis atom selection ...	[ "def", "rename_ligand", "(", "self", ",", "ligand_name", ",", "mol_file", ")", ":", "self", ".", "universe", ".", "ligand", "=", "self", ".", "universe", ".", "select_atoms", "(", "ligand_name", ")", "#Both resname and resnames options need to be reset in order for co...	52.55	28.95
def _http_put(self, url, data, **kwargs): """ Performs the HTTP PUT request. """ kwargs.update({'data': json.dumps(data)}) return self._http_request('put', url, kwargs)	[ "def", "_http_put", "(", "self", ",", "url", ",", "data", ",", "", "", "kwargs", ")", ":", "kwargs", ".", "update", "(", "{", "'data'", ":", "json", ".", "dumps", "(", "data", ")", "}", ")", "return", "self", ".", "_http_request", "(", "'put'", ...	25.375	13.125
def course_is_open_to_user(self, course, username=None, lti=None): """ Checks if a user is can access a course :param course: a Course object :param username: The username of the user that we want to check. If None, uses self.session_username() :param lti: indicates if the user i...	[ "def", "course_is_open_to_user", "(", "self", ",", "course", ",", "username", "=", "None", ",", "lti", "=", "None", ")", ":", "if", "username", "is", "None", ":", "username", "=", "self", ".", "session_username", "(", ")", "if", "lti", "==", "\"auto\"", ...	42.033333	24.033333
def list_versions_for_product(id=None, name=None, page_size=200, page_index=0, sort='', q=''): """ List all ProductVersions for a given Product """ content = list_versions_for_product_raw(id, name, page_size, page_index, sort, q) if content: return utils.format_json_list(content)	[ "def", "list_versions_for_product", "(", "id", "=", "None", ",", "name", "=", "None", ",", "page_size", "=", "200", ",", "page_index", "=", "0", ",", "sort", "=", "''", ",", "q", "=", "''", ")", ":", "content", "=", "list_versions_for_product_raw", "(", ...	43.142857	19.714286
def read_whole_file(self): """ Slurp the whole file into memory. Should only be used with relatively small files. :return: str: file contents """ chunk = None with open(self.path, 'rb') as infile: chunk = infile.read() return chunk	[ "def", "read_whole_file", "(", "self", ")", ":", "chunk", "=", "None", "with", "open", "(", "self", ".", "path", ",", "'rb'", ")", "as", "infile", ":", "chunk", "=", "infile", ".", "read", "(", ")", "return", "chunk" ]	29.8	8.8
def pack_triples_numpy(triples): """Packs a list of triple indexes into a 2D numpy array.""" if len(triples) == 0: return np.array([], dtype=np.int64) return np.stack(list(map(_transform_triple_numpy, triples)), axis=0)	[ "def", "pack_triples_numpy", "(", "triples", ")", ":", "if", "len", "(", "triples", ")", "==", "0", ":", "return", "np", ".", "array", "(", "[", "]", ",", "dtype", "=", "np", ".", "int64", ")", "return", "np", ".", "stack", "(", "list", "(", "map...	47	11.6
def supplement(self,coordsys='gal'): """ Add some supplemental columns """ from ugali.utils.projector import gal2cel, gal2cel_angle from ugali.utils.projector import cel2gal, cel2gal_angle coordsys = coordsys.lower() kwargs = dict(usemask=False, asrecarray=True) out = co...	[ "def", "supplement", "(", "self", ",", "coordsys", "=", "'gal'", ")", ":", "from", "ugali", ".", "utils", ".", "projector", "import", "gal2cel", ",", "gal2cel_angle", "from", "ugali", ".", "utils", ".", "projector", "import", "cel2gal", ",", "cel2gal_angle",...	40.681818	18.159091
def valid_configs(self): """ Return a list of slots having a valid configurtion. Requires firmware 2.1. """ if self.ykver() < (2,1,0): raise YubiKeyUSBHIDError('Valid configs unsupported in firmware %s' % (self.version())) res = [] if self.touch_level & self.CONFIG1_VALID == ...	[ "def", "valid_configs", "(", "self", ")", ":", "if", "self", ".", "ykver", "(", ")", "<", "(", "2", ",", "1", ",", "0", ")", ":", "raise", "YubiKeyUSBHIDError", "(", "'Valid configs unsupported in firmware %s'", "%", "(", "self", ".", "version", "(", ")"...	47.3	21.9
def ProcessRepliesWithOutputPlugins(self, replies): """Processes replies with output plugins.""" for output_plugin_state in self.context.output_plugins_states: plugin_descriptor = output_plugin_state.plugin_descriptor output_plugin_cls = plugin_descriptor.GetPluginClass() output_plugin = outpu...	[ "def", "ProcessRepliesWithOutputPlugins", "(", "self", ",", "replies", ")", ":", "for", "output_plugin_state", "in", "self", ".", "context", ".", "output_plugins_states", ":", "plugin_descriptor", "=", "output_plugin_state", ".", "plugin_descriptor", "output_plugin_cls", ...	42.972222	16.638889
def validate(self, instance, value): """Checks if value is a boolean""" if self.cast: value = bool(value) if not isinstance(value, BOOLEAN_TYPES): self.error(instance, value) return value	[ "def", "validate", "(", "self", ",", "instance", ",", "value", ")", ":", "if", "self", ".", "cast", ":", "value", "=", "bool", "(", "value", ")", "if", "not", "isinstance", "(", "value", ",", "BOOLEAN_TYPES", ")", ":", "self", ".", "error", "(", "i...	33.857143	8.714286

def create_function_from_request_pdu(pdu): """ Return function instance, based on request PDU. :param pdu: Array of bytes. :return: Instance of a function. """ function_code = get_function_code_from_request_pdu(pdu) try: function_class = function_code_to_function_map[function_code] ...

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def md5_for_file(f, block_size=2 ** 20): """Generate an MD5 has for a possibly large file by breaking it into chunks.""" md5 = hashlib.md5() try: # Guess that f is a FLO. f.seek(0) return md5_for_stream(f, block_size=block_size) except AttributeError: # Nope, not a...

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def group_delete(auth=None, **kwargs): ''' Delete a group CLI Example: .. code-block:: bash salt '*' keystoneng.group_delete name=group1 salt '*' keystoneng.group_delete name=group2 domain_id=b62e76fbeeff4e8fb77073f591cf211e salt '*' keystoneng.group_delete name=0e4febc2a5ab4f...

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def _CheckPacketSize(cursor): """Checks that MySQL packet size is big enough for expected query size.""" cur_packet_size = int(_ReadVariable("max_allowed_packet", cursor)) if cur_packet_size < MAX_PACKET_SIZE: raise Error( "MySQL max_allowed_packet of {0} is required, got {1}. " "Please set ma...

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51.375

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def AddPort(self,protocol,port,port_to=None): """Add and commit a single port. # Add single port >>> clc.v2.Server("WA1BTDIX01").PublicIPs().public_ips[0].AddPort(protocol='TCP',port='22').WaitUntilComplete() 0 # Add port range >>> clc.v2.Server("WA1BTDIX01").PublicIPs().public_ips[0].AddPort(protocol='UD...

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def change_parameters(self,params): """ Utility function for changing the approximate distribution parameters """ no_of_params = 0 for core_param in range(len(self.q)): for approx_param in range(self.q[core_param].param_no): self.q[core_param].vi_chang...

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def _normalize_properties(self, definition): """ Inspects the definition and returns a copy of it that is updated with any special property such as Condition, UpdatePolicy and the like. """ args = definition.get('Properties', {}).copy() if 'Condition' in definitio...

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def rpcexec(self, payload): """ Execute a call by sending the payload :param json payload: Payload data :raises ValueError: if the server does not respond in proper JSON format """ if not self.ws: # pragma: no cover self.connect() lo...

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29.413793

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def collection(self, attribute): """Returns the collection corresponding the attribute name.""" return { "dependencies": self.dependencies, "publics": self.publics, "members": self.members, "types": self.types, "executables": self.executables, ...

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def get(self, sid): """ Constructs a BuildContext :param sid: The sid :returns: twilio.rest.serverless.v1.service.build.BuildContext :rtype: twilio.rest.serverless.v1.service.build.BuildContext """ return BuildContext(self._version, service_sid=self._solution['s...

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33.5

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def observe(self, C, obs_mesh_new, obs_vals_new, mean_under=None): """ Synchronizes self's observation status with C's. Values of observation are given by obs_vals. obs_mesh_new and obs_vals_new should already have been sliced, as Covariance.observe(..., output_type='o') does. ...

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def finalize(self): """ Is called when the editor is closed. Disconnect signals. """ self.pickButton.clicked.disconnect(self.execFontDialog) super(FontCtiEditor, self).finalize()

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41.2

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def set_error_pages(self, codes_map=None, common_prefix=None): """Add an error pages for managed 403, 404, 500 responses. Shortcut for ``.set_error_page()``. :param dict codes_map: Status code mapped into an html filepath or just a filename if common_prefix is used. If...

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def haversine(lng1, lat1, lng2, lat2): """Compute km by geo-coordinates See also: haversine define https://en.wikipedia.org/wiki/Haversine_formula """ # Convert coordinates to floats. lng1, lat1, lng2, lat2 = map(float, [lng1, lat1, lng2, lat2]) # Convert to radians from degrees lng1, lat1,...

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def execute(self): """ Execute the actions necessary to cleanup the instances and returns None. :return: None """ self.print_info() if not self._config.provisioner.playbooks.cleanup: msg = 'Skipping, cleanup playbook not configured.' LOG....

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def update(self,updates={}): """ update csp_default.json with dict if file empty add default-src and create dict """ try: csp = self.read() except: csp = {'default-src':"'self'"} self.write(csp) csp.update(updates) self.write(csp)

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def configure(): """Load logging configuration from our own defaults.""" log_levels = { 5: logging.NOTSET, 4: logging.DEBUG, 3: logging.INFO, 2: logging.WARNING, 1: logging.ERROR, 0: logging.CRITICAL } logging.captureWarnings(True) root_logger = loggi...

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32.827586

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def get_message(cls, signals=True, farms=False, buffer_size=65536, timeout=-1): """Block until a mule message is received and return it. This can be called from multiple threads in the same programmed mule. :param bool signals: Whether to manage signals. :param bool farms: Whether to ...

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30.833333

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def f_preset_config(self, config_name, *args, **kwargs): """Similar to func:`~pypet.trajectory.Trajectory.f_preset_parameter`""" if not config_name.startswith('config.'): config_name = 'config.' + config_name self._preset(config_name, args, kwargs)

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40

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def wind_speed_hub(self, weather_df): r""" Calculates the wind speed at hub height. The method specified by the parameter `wind_speed_model` is used. Parameters ---------- weather_df : pandas.DataFrame DataFrame with time series for wind speed `wind_speed` i...

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def add_entity(self, rdf_type, superclass, label, definition=None): ''' Adds entity as long as it doesn't exist and has a usable superclass ILX ID and rdf:type ''' # Checks if you inputed the right type rdf_type = rdf_type.lower().strip().replace('owl:Class', 'term') ...

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54.076923

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def next_word(self, previous_words): """The next word that is generated by the Markov Chain depends on a tuple of the previous words from the Chain""" # The previous words may never have appeared in order in the corpus used to # generate the word_dict. Consequently, we want to try to fin...

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58.111111

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def cache_key(self, repo: str, branch: str, task: Task, git_repo: Repo) -> str: """ Returns the key used for storing results in cache. """ return "{repo}_{branch}_{hash}_{task}".format(repo=self.repo_id(repo), branch=branch, ...

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def display(self, image): """ Takes a 1-bit :py:mod:`PIL.Image` and dumps it to the OLED display. :param image: Image to display. :type image: :py:mod:`PIL.Image` """ assert(image.mode == self.mode) assert(image.size == self.size) image = self.pr...

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26.833333

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def FindChecks(cls, artifact=None, os_name=None, cpe=None, labels=None, restrict_checks=None): """Takes targeting info, identifies relevant checks. FindChecks will return results when a host has the conditions necessary for ...

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def process(self, session: AppSession): '''Build MITM proxy server.''' args = session.args if not (args.phantomjs or args.youtube_dl or args.proxy_server): return proxy_server = session.factory.new( 'HTTPProxyServer', session.factory['HTTPClient'], ...

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32.962963

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def py(sfn, string=False, **kwargs): # pylint: disable=C0103 ''' Render a template from a python source file Returns:: {'result': bool, 'data': <Error data or rendered file path>} ''' if not os.path.isfile(sfn): return {} base_fname = os.path.basename(sfn) name =...

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30.792453

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def hex2bin(fin, fout, start=None, end=None, size=None, pad=None): """Hex-to-Bin convertor engine. @return 0 if all OK @param fin input hex file (filename or file-like object) @param fout output bin file (filename or file-like object) @param start start of address range (optional)...

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31.465116

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def delete_blob(call=None, kwargs=None): # pylint: disable=unused-argument ''' Delete a blob from a container. ''' if kwargs is None: kwargs = {} if 'container' not in kwargs: raise SaltCloudSystemExit( 'A container must be specified' ) if 'blob' not in kwa...

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25.095238

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def _validate_str_list(arg): ''' ensure ``arg`` is a list of strings ''' if isinstance(arg, six.binary_type): ret = [salt.utils.stringutils.to_unicode(arg)] elif isinstance(arg, six.string_types): ret = [arg] elif isinstance(arg, Iterable) and not isinstance(arg, Mapping): ...

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30.444444

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def _kpatch(url, data): ''' patch any object in kubernetes based on URL ''' # Prepare headers headers = {"Content-Type": "application/json-patch+json"} # Make request ret = http.query(url, method='PATCH', header_dict=headers, data=salt.utils.json.dumps(data)) # Check reques...

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34.285714

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def convert(self, path, version, target = None): """Converts the specified file using the relevant template. :arg path: the full path to the file to convert. :arg version: the new version of the file. :arg target: the optional path to save the file under. If not specified, the...

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43.684211

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def imm_transient(imm): ''' imm_transient(imm) yields a duplicate of the given immutable imm that is transient. ''' if not is_imm(imm): raise ValueError('Non-immutable given to imm_transient') # make a duplicate immutable that is in the transient state dup = copy.copy(imm) if _imm_is...

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def get(self, stream, start_time, end_time, start_id=None, limit=None, order=ResultOrder.ASCENDING, namespace=None, timeout=None): """ Queries a stream with name `stream` for all events between `start_time` and `end_time` (both inclusive). An optional `start_id` allows the client to restart f...

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37.888889

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def fetch_document(url=None, host=None, path="/", timeout=10, raise_ssl_errors=True, extra_headers=None): """Helper method to fetch remote document. Must be given either the ``url`` or ``host``. If ``url`` is given, only that will be tried without falling back to http from https. If ``host`` given, `pa...

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50.934426

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def generate_supported_architectures_source(supported_archs, supported_machines): """Extract export symbols using binutils's nm utility from Binutils and generate a current header for PyBFD. """ arch_entries = [] mach_entries = [] for arch, little, big, comment in supported_archs: arch...

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34.764706

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def process_response(self, request, response, spider): """Handle the a Scrapy response""" if not self.is_cloudflare_challenge(response): return response logger = logging.getLogger('cloudflaremiddleware') logger.debug( 'Cloudflare protection detected on %s, tryi...

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def _new_err(self, errclass: str, *args) -> 'Err': """ Error constructor """ # get the message or exception ex, msg = self._get_args(*args) # construct the error # handle exception ftb = None # type: str function = None # type: str errtyp...

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28.283784

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def convert_to_vcard(name, value, allowed_object_type): """converts user input into vcard compatible data structures :param name: object name, only required for error messages :type name: str :param value: user input :type value: str or list(str) :param allowed_object_type: set the accepted retu...

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43.025641

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def sponsor_image_url(sponsor, name): """Returns the corresponding url from the sponsors images""" if sponsor.files.filter(name=name).exists(): # We avoid worrying about multiple matches by always # returning the first one. return sponsor.files.filter(name=name).first().item.url retu...

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45.571429

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def h_from_V(self, V, method='spline'): r'''Method to calculate the height of liquid in a fully defined tank given a specified volume of liquid in it `V`. `V` must be under the maximum volume. If the method is 'spline', and the interpolation table is not yet defined, creates it by callin...

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41.147059

21.382353

def start_collecting_data(self, queues=None, edge=None, edge_type=None): """Tells the queues to collect data on agents' arrival, service start, and departure times. If none of the parameters are given then every :class:`.QueueServer` will start collecting data. Parameters ...

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39.566667

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def count(self, event): """Get the number of listeners for the event. Args: event (str): The event for which to count all listeners. The resulting count is a combination of listeners added using 'on'/'add_listener' and 'once'. """ return len(self._listeners[...

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34.3

20.9

def get_content_size(self, path): "Return size of files/dirs contents excluding parent node." node = self._get_node(path) return self._get_content_size(node) - node.size

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47.5

13.5

def calculate_split_output_shapes(operator): ''' Allowed input/output patterns are 1. [N, C] ---> [N', C] 2. [N, C, H, W] ---> [N', C, H, W] ''' check_input_and_output_numbers(operator, input_count_range=1, output_count_range=[1, None]) check_input_and_output_types(operator, good_inp...

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39.210526

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def descendents(class_): """ Return a list of the class hierarchy below (and including) the given class. The list is ordered from least- to most-specific. Can be useful for printing the contents of an entire class hierarchy. """ assert isinstance(class_,type) q = [class_] out = [] ...

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28.941176

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def system_drop_column_family(self, column_family): """ drops a column family. returns the new schema id. Parameters: - column_family """ self._seqid += 1 d = self._reqs[self._seqid] = defer.Deferred() self.send_system_drop_column_family(column_family) return d

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26.272727

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def op_symbol(op_node): """Get the GLSL symbol for a Python operator.""" ops = { # TODO(nicholasbishop): other unary ops ast.UAdd: '+', ast.USub: '-', # TODO(nicholasbishop): FloorDiv, Pow, LShift, RShift, # BitOr, BitXor, BitAnd ast.Add: '+', ast.Sub: '-...

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24.37037

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def validate_account_id(sts_client, account_id): """Exit if get_caller_identity doesn't match account_id.""" resp = sts_client.get_caller_identity() if 'Account' in resp: if resp['Account'] == account_id: LOGGER.info('Verified current AWS account matches required ' ...

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40.941176

13.705882

def cmd_land(self, args): '''auto land commands''' if len(args) < 1: self.master.mav.command_long_send(self.settings.target_system, 0, mavutil.mavlink.MAV_CMD_DO_LAND_START, ...

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51.142857

21.571429

def p_instance_port_arg_none(self, p): 'instance_port_arg : DOT ID LPAREN RPAREN' p[0] = PortArg(p[2], None, lineno=p.lineno(1)) p.set_lineno(0, p.lineno(1))

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44.5

7.5

def peek_stack_dwords(self, count, offset = 0): """ Tries to read DWORDs from the top of the stack. @type count: int @param count: Number of DWORDs to read. @type offset: int @param offset: Offset from the stack pointer to begin reading. @rtype: tuple( int.....

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34.25

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def any_match(self, urls): """Check if any of the given URLs has a matching host. :param urls: an iterable containing URLs :returns: True if any host has a listed match :raises InvalidURLError: if there are any invalid URLs in the sequence """ return any(urlparse...

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38.555556

15.777778

def _handleParListMismatch(self, probStr, extra=False): """ Handle the situation where two par lists do not match. This is meant to allow subclasses to override. Note that this only handles "missing" pars and "extra" pars, not wrong-type pars. """ errmsg = 'ERROR: mismatch between defau...

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45.166667

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def from_json(cls, json_data): """Instantiate a Credentials object from a JSON description of it. The JSON should have been produced by calling .to_json() on the object. Args: json_data: string or bytes, JSON to deserialize. Returns: An instance of a Credential...

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38.342857

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def system_commands(self, action): """ Perform system commands """ if action == 'backup': status = self.api_action.backup() if status[0]: notify_confirm('Vent backup successful') else: notify_confirm('Vent backup could not be completed'...

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44.180556

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async def AddCharm(self, channel, url): ''' channel : str url : str Returns -> None ''' # map input types to rpc msg _params = dict() msg = dict(type='Client', request='AddCharm', version=1, params=_...

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27.1875

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def nics_skipped(name, nics, ipv6=False): ''' name Meaningless arg, but required for state. nics A list of nics to skip. ipv6 Boolean. Set to true if you want to skip the ipv6 interface. Default false (ipv4). ''' ret = {'name': ','.join(nics), 'change...

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26.826087

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def load(fp, separator=DEFAULT, index_separator=DEFAULT, cls=dict, list_cls=list): '''Load an object from the file pointer. :param fp: A readable filehandle. :param separator: The separator between key and value. Defaults to u'|' or b'|', depending on the types. :param index_separator: The separator b...

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34.25

22.573529

def enable_logging(main): """ This decorator is used to decorate main functions. It adds the initialization of the logger and an argument parser that allows one to select the loglevel. Useful if we are writing simple main functions that call libraries where the logging module is used Args: ...

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33.459459

20.756757

def compute(self): """Run SuperSmoother.""" self.smooth_result = run_freidman_supsmu(self.x, self.y) self._store_unsorted_results(self.smooth_result, numpy.zeros(len(self.smooth_result)))

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52

25

def append(self, data): """ Appends the given data to the buffer, and triggers all connected monitors, if any of them match the buffer content. :type data: str :param data: The data that is appended. """ self.io.write(data) if not self.monitors: ...

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39.04

16.32

def _from_dict(cls, _dict): """Initialize a SpeechModels object from a json dictionary.""" args = {} if 'models' in _dict: args['models'] = [ SpeechModel._from_dict(x) for x in (_dict.get('models')) ] else: raise ValueError( ...

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36.909091

18.909091

def __status(self, job_directory, proxy_status): """ Use proxied manager's status to compute the real (stateful) status of job. """ if proxy_status == status.COMPLETE: if not job_directory.has_metadata(JOB_FILE_POSTPROCESSED): job_status = status.POSTPROCESSIN...

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37.583333

10.833333

def delete(self, tag_id): """ Delete the specified InactivityAlert :param tag_id: The tag ID to delete :type tag_id: str :raises: This will raise a :class:`ServerException <logentries_api.exceptions.ServerException>` if there is an error from Logentries ...

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28.894737

18.157895

def _update_records(self, records, data): """Insert or update a list of DNS records, specified in the netcup API convention. The fields ``hostname``, ``type``, and ``destination`` are mandatory and must be provided either in the record dict or through ``data``! """ data ...

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42

14.928571

def add_relationship_methods(self): """ Adds relationship methods to applicable model classes. """ Entry = apps.get_model('wagtailrelations', 'Entry') @cached_property def related(instance): return instance.get_related() @cached_property ...

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30.431034

14.568966

def from_http_exception(cls, e): """Create ``APIError`` from ``requests.exception.HTTPError``.""" assert isinstance(e, requests.exceptions.HTTPError) response = e.response try: message = response.json()['message'] except (KeyError, ValueError): message = r...

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36.2

13.6

def set_session(self, autocommit=None, readonly=None): """Sets one or more parameters in the current connection. :param autocommit: Switch the connection to autocommit mode. With the current version, you need to always enable this, because :meth:`commit` is not imple...

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39.85

14.65

def watch_record(indexer, use_polling=False): """ Start watching `cfstore.record_path`. :type indexer: rash.indexer.Indexer """ if use_polling: from watchdog.observers.polling import PollingObserver as Observer Observer # fool pyflakes else: from watchdog.observers imp...

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30.407407

17.444444

def enable(self): """Enable contextual logging""" with self._lock: if self.filter is None: self.filter = self._filter_type(self)

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33.6

11.4

def _layout_to_vdev(layout, device_dir=None): ''' Turn the layout data into usable vdevs spedcification We need to support 2 ways of passing the layout: .. code:: layout_new: - mirror: - disk0 - disk1 - mirror: - disk2 - disk3...

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29.042254

20.450704

def _get_sdict(self, env): """ Returns a dictionary mapping all of the source suffixes of all src_builders of this Builder to the underlying Builder that should be called first. This dictionary is used for each target specified, so we save a lot of extra computation by m...

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42.72

22.24

async def api_postcode(request): """ Gets data from a postcode. :param request: The aiohttp request. """ postcode: Optional[str] = request.match_info.get('postcode', None) try: coroutine = get_postcode_random() if postcode == "random" else get_postcode(postcode) postcode: Option...

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def __refund(self, subscription_charge_id, **kwargs): """Call documentation: `/subscription_charge/refund <https://www.wepay.com/developer/reference/subscription_charge#refund>`_, plus extra keyword parameters: :keyword str access_token: will be used instead of instance's ``a...

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def storage_expansion(network, basemap=True, scaling=1, filename=None): """ Plot storage distribution as circles on grid nodes Displays storage size and distribution in network. Parameters ---------- network : PyPSA network container Holds topology of grid including results from pow...

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def _read_response(self, response): """ JSON Documentation: https://www.jfrog.com/confluence/display/RTF/Security+Configuration+JSON """ self.name = response['name'] self.description = response['description'] self.autoJoin = response['autoJoin'] self.realm = respo...

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def require_json(): """ Load the best available json library on demand. """ # Fails when "json" is missing and "simplejson" is not installed either try: import json # pylint: disable=F0401 return json except ImportError: try: import simplejson # pylint: disable=F0...

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36

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def fit(self, X, ranks, replicates=1, verbose=True): """ Fits CP tensor decompositions for different choices of rank. Parameters ---------- X : array_like Real tensor ranks : int, or iterable iterable specifying number of components in each model ...

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38.333333

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def update_gradients_full(self, dL_dK, X, X2=None): """derivative of the covariance matrix with respect to the parameters.""" X,slices = X[:,:-1],index_to_slices(X[:,-1]) if X2 is None: X2,slices2 = X,slices K = np.zeros((X.shape[0]...

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50.702703

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def _attach(cls, disk_id, vm_id, options=None): """ Attach a disk to a vm. """ options = options or {} oper = cls.call('hosting.vm.disk_attach', vm_id, disk_id, options) return oper

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41.8

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def list_available_genomes(provider=None): """ List all available genomes. Parameters ---------- provider : str, optional List genomes from specific provider. Genomes from all providers will be returned if not specified. Returns ------- list with genome names """ ...

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def add_instance(self, role, instance, username='root', key_filename=None, output_shell=False): """ Add instance to the setup @param role: instance's role @type role: str @param ...

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36.857143

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def to_keypoints(self): """ Convert this polygon's `exterior` to ``Keypoint`` instances. Returns ------- list of imgaug.Keypoint Exterior vertices as ``Keypoint`` instances. """ # TODO get rid of this deferred import from imgaug.augmentables....

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28.857143

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def get_sngl_snrs(self, instruments=None): """ Get the single-detector SNRs for each row in the table. """ if len(self) and instruments is None: instruments = map(str, \ instrument_set_from_ifos(self[0].ifos)) elif instruments is None: instruments = [] return dict((ifo, self.get_sng...

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32.727273

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def _check_object_exists(self): """Raise a KeyError if the scheduling object doesnt exist. Raise: KeyError, if the object doesnt exist in the database. """ if not DB.get_keys(self.key): raise KeyError("Object with key '{}' not exist".format(self.key))

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33.444444

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def uniform(nmr_distributions, nmr_samples, low=0, high=1, ctype='float', seed=None): """Draw random samples from the Uniform distribution. Args: nmr_distributions (int): the number of unique continuous_distributions to create nmr_samples (int): The number of samples to draw low (double...

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43.052632

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def poll(self, timeout=None): """Wait for an event to occur. If `timeout` is given, if specifies the length of time in milliseconds which the function will wait for events before returing. If `timeout` is omitted, negative or None, the call will block until there is an event. ...

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33.26087

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def get_value(self, field): ''' Return a random value that can be assigned to the passed *field* instance. ''' if field not in self._field_generators: self._field_generators[field] = self.get_generator(field) generator = self._field_generators[field] i...

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34.583333

18.25

def df_to_geojson(df, properties=None, lat='lat', lon='lon', precision=6, date_format='epoch', filename=None): """Serialize a Pandas dataframe to a geojson format Python dictionary / file """ if not properties: # if no properties are selected, use all properties in dataframe properties = [c...

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41.553191

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def rename_ligand(self,ligand_name,mol_file): """ Get an atom selection for the selected from both topology and trajectory. Rename the ligand LIG to help with ligand names that are not standard, e.g. contain numbers. Takes: * ligand_name * - MDAnalysis atom selection ...

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52.55

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def _http_put(self, url, data, **kwargs): """ Performs the HTTP PUT request. """ kwargs.update({'data': json.dumps(data)}) return self._http_request('put', url, kwargs)

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25.375

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def course_is_open_to_user(self, course, username=None, lti=None): """ Checks if a user is can access a course :param course: a Course object :param username: The username of the user that we want to check. If None, uses self.session_username() :param lti: indicates if the user i...

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42.033333

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def list_versions_for_product(id=None, name=None, page_size=200, page_index=0, sort='', q=''): """ List all ProductVersions for a given Product """ content = list_versions_for_product_raw(id, name, page_size, page_index, sort, q) if content: return utils.format_json_list(content)

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43.142857

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def read_whole_file(self): """ Slurp the whole file into memory. Should only be used with relatively small files. :return: str: file contents """ chunk = None with open(self.path, 'rb') as infile: chunk = infile.read() return chunk

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29.8

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def pack_triples_numpy(triples): """Packs a list of triple indexes into a 2D numpy array.""" if len(triples) == 0: return np.array([], dtype=np.int64) return np.stack(list(map(_transform_triple_numpy, triples)), axis=0)

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47

11.6

def supplement(self,coordsys='gal'): """ Add some supplemental columns """ from ugali.utils.projector import gal2cel, gal2cel_angle from ugali.utils.projector import cel2gal, cel2gal_angle coordsys = coordsys.lower() kwargs = dict(usemask=False, asrecarray=True) out = co...

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def valid_configs(self): """ Return a list of slots having a valid configurtion. Requires firmware 2.1. """ if self.ykver() < (2,1,0): raise YubiKeyUSBHIDError('Valid configs unsupported in firmware %s' % (self.version())) res = [] if self.touch_level & self.CONFIG1_VALID == ...

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47.3

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def ProcessRepliesWithOutputPlugins(self, replies): """Processes replies with output plugins.""" for output_plugin_state in self.context.output_plugins_states: plugin_descriptor = output_plugin_state.plugin_descriptor output_plugin_cls = plugin_descriptor.GetPluginClass() output_plugin = outpu...

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def validate(self, instance, value): """Checks if value is a boolean""" if self.cast: value = bool(value) if not isinstance(value, BOOLEAN_TYPES): self.error(instance, value) return value

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