kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def chrono(ctx, app_id, sentence_file, json_flag, sentence, doc_time, request_id): # type: (Context, unicode, Optional[IO], bool, unicode, unicode, unicode) -> None # NOQA """Extract expression expressing date and time and normalize its value """ app_id = clean_app_id(app_id) sentence = cle...	[ "def", "chrono", "(", "ctx", ",", "app_id", ",", "sentence_file", ",", "json_flag", ",", "sentence", ",", "doc_time", ",", "request_id", ")", ":", "# type: (Context, unicode, Optional[IO], bool, unicode, unicode, unicode) -> None # NOQA", "app_id", "=", "clean_app_id", "...	31.809524	20.952381
def _CreateCampaignGroup(client): """Create a campaign group. Args: client: an AdWordsClient instance. Returns: The integer ID of the created campaign group. """ # Get the CampaignGroupService. campaign_group_service = client.GetService('CampaignGroupService', ...	[ "def", "_CreateCampaignGroup", "(", "client", ")", ":", "# Get the CampaignGroupService.", "campaign_group_service", "=", "client", ".", "GetService", "(", "'CampaignGroupService'", ",", "version", "=", "'v201809'", ")", "# Create the operation.", "operations", "=", "[", ...	26.733333	21.6
async def _check_subscriptions(self): """ Checks that all subscriptions are subscribed """ subscribed, url = await self._get_subscriptions() expect = set(settings.FACEBOOK_SUBSCRIPTIONS) if (expect - subscribed) or url != self.webhook_url: await self._set_su...	[ "async", "def", "_check_subscriptions", "(", "self", ")", ":", "subscribed", ",", "url", "=", "await", "self", ".", "_get_subscriptions", "(", ")", "expect", "=", "set", "(", "settings", ".", "FACEBOOK_SUBSCRIPTIONS", ")", "if", "(", "expect", "-", "subscrib...	36.769231	18.153846
def seek_read(path, size, offset): ''' .. versionadded:: 2014.1.0 Seek to a position on a file and read it path path to file seek amount to read at once offset offset to start into the file CLI Example: .. code-block:: bash salt '*' file.seek_read /...	[ "def", "seek_read", "(", "path", ",", "size", ",", "offset", ")", ":", "path", "=", "os", ".", "path", ".", "expanduser", "(", "path", ")", "seek_fh", "=", "os", ".", "open", "(", "path", ",", "os", ".", "O_RDONLY", ")", "try", ":", "os", ".", ...	18.793103	22.517241
def set_information(self, title=None, subject=None, author=None, keywords=None, creator=None): """ Convenience function to add property info, can set any attribute and leave the others blank, it won't over-write previously set items. """ info_dict = {"title": title, "subject": subject, ...	[ "def", "set_information", "(", "self", ",", "title", "=", "None", ",", "subject", "=", "None", ",", "author", "=", "None", ",", "keywords", "=", "None", ",", "creator", "=", "None", ")", ":", "info_dict", "=", "{", "\"title\"", ":", "title", ",", "\"...	48.615385	14.538462
def _look_for_interface(self, network_backend): """ Look for an interface with a specific network backend. :returns: interface number or -1 if none is found """ result = yield from self._execute("showvminfo", [self._vmname, "--machinereadable"]) interface = -1 f...	[ "def", "_look_for_interface", "(", "self", ",", "network_backend", ")", ":", "result", "=", "yield", "from", "self", ".", "_execute", "(", "\"showvminfo\"", ",", "[", "self", ".", "_vmname", ",", "\"--machinereadable\"", "]", ")", "interface", "=", "-", "1",...	36.578947	16.894737
def QPSK_rx(fc,N_symb,Rs,EsN0=100,fs=125,lfsr_len=10,phase=0,pulse='src'): """ This function generates """ Ns = int(np.round(fs/Rs)) print('Ns = ', Ns) print('Rs = ', fs/float(Ns)) print('EsN0 = ', EsN0, 'dB') print('phase = ', phase, 'degrees') print('pulse = ', pulse) x, b, dat...	[ "def", "QPSK_rx", "(", "fc", ",", "N_symb", ",", "Rs", ",", "EsN0", "=", "100", ",", "fs", "=", "125", ",", "lfsr_len", "=", "10", ",", "phase", "=", "0", ",", "pulse", "=", "'src'", ")", ":", "Ns", "=", "int", "(", "np", ".", "round", "(", ...	31.4375	12.8125
def _get_permission_description(permission_name): """ Generate a descriptive string based on the permission name. For example: 'resource_Order_get' -> 'Can GET order' todo: add support for the resource name to have underscores """ parts = permission_name.split('_') parts.pop(0) method =...	[ "def", "_get_permission_description", "(", "permission_name", ")", ":", "parts", "=", "permission_name", ".", "split", "(", "'_'", ")", "parts", ".", "pop", "(", "0", ")", "method", "=", "parts", ".", "pop", "(", ")", "resource", "=", "(", "'_'", ".", ...	31.769231	17.153846
def parse_column(column): """ Helper method for DataTable.fromcsvstring() Given a list, parse_column tries to see if it should cast everything in that list to a float, an int, or leave it as is. Always returns a list. """ try: float_attempt = [float(i) for i in column] except V...	[ "def", "parse_column", "(", "column", ")", ":", "try", ":", "float_attempt", "=", "[", "float", "(", "i", ")", "for", "i", "in", "column", "]", "except", "ValueError", ":", "return", "column", "else", ":", "try", ":", "int_attempt", "=", "[", "int", ...	25.6	18.5
def detect_language( self, parent=None, model=None, content=None, mime_type=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Detects the language of text within ...	[ "def", "detect_language", "(", "self", ",", "parent", "=", "None", ",", "model", "=", "None", ",", "content", "=", "None", ",", "mime_type", "=", "None", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",",...	42.604651	25.093023
def snmp_server_view_viewname(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") snmp_server = ET.SubElement(config, "snmp-server", xmlns="urn:brocade.com:mgmt:brocade-snmp") view = ET.SubElement(snmp_server, "view") mibtree_key = ET.SubElement(view...	[ "def", "snmp_server_view_viewname", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "snmp_server", "=", "ET", ".", "SubElement", "(", "config", ",", "\"snmp-server\"", ",", "xmlns", "=", "\"urn:b...	42.923077	13.923077
def _iparam_objectname(objectname, arg_name): """ Convert an object name (= class or instance name) specified in an operation method into a CIM object that can be passed to imethodcall(). """ if isinstance(objectname, (CIMClassName, CIMInstanceName)): objectn...	[ "def", "_iparam_objectname", "(", "objectname", ",", "arg_name", ")", ":", "if", "isinstance", "(", "objectname", ",", "(", "CIMClassName", ",", "CIMInstanceName", ")", ")", ":", "objectname", "=", "objectname", ".", "copy", "(", ")", "objectname", ".", "hos...	40.454545	16.818182
def make_gpg_home(appname, config_dir=None): """ Make GPG keyring dir for a particular application. Return the path. """ assert is_valid_appname(appname) config_dir = get_config_dir( config_dir ) path = os.path.join( config_dir, "gpgkeys", appname ) if not os.path.exists(path): ...	[ "def", "make_gpg_home", "(", "appname", ",", "config_dir", "=", "None", ")", ":", "assert", "is_valid_appname", "(", "appname", ")", "config_dir", "=", "get_config_dir", "(", "config_dir", ")", "path", "=", "os", ".", "path", ".", "join", "(", "config_dir", ...	24.3125	16.5625
def on_recv_rsp(self, rsp_pb): """receive response callback function""" ret_code, msg, conn_info_map = InitConnect.unpack_rsp(rsp_pb) if self._notify_obj is not None: self._notify_obj.on_async_init_connect(ret_code, msg, conn_info_map) return ret_code, msg	[ "def", "on_recv_rsp", "(", "self", ",", "rsp_pb", ")", ":", "ret_code", ",", "msg", ",", "conn_info_map", "=", "InitConnect", ".", "unpack_rsp", "(", "rsp_pb", ")", "if", "self", ".", "_notify_obj", "is", "not", "None", ":", "self", ".", "_notify_obj", "...	36.875	21.375
def handle_error(self, error, req, schema, error_status_code, error_headers): """Handles errors during parsing. Raises a `tornado.web.HTTPError` with a 400 error. """ status_code = error_status_code or self.DEFAULT_VALIDATION_STATUS if status_code == 422: reason = "Un...	[ "def", "handle_error", "(", "self", ",", "error", ",", "req", ",", "schema", ",", "error_status_code", ",", "error_headers", ")", ":", "status_code", "=", "error_status_code", "or", "self", ".", "DEFAULT_VALIDATION_STATUS", "if", "status_code", "==", "422", ":",...	35.5	14.4375
def plot(args): """ %prog plot workdir sample chr1,chr2 Plot some chromosomes for visual proof. Separate multiple chromosomes with comma. Must contain folder workdir/sample-cn/. """ from jcvi.graphics.base import savefig p = OptionParser(plot.__doc__) opts, args, iopts = p.set_image_op...	[ "def", "plot", "(", "args", ")", ":", "from", "jcvi", ".", "graphics", ".", "base", "import", "savefig", "p", "=", "OptionParser", "(", "plot", ".", "__doc__", ")", "opts", ",", "args", ",", "iopts", "=", "p", ".", "set_image_options", "(", "args", "...	29.409091	17.590909
def read(self, input_stream, kmip_version=enums.KMIPVersion.KMIP_1_0): """ Read the data encoding the KeyWrappingData struct and decode it into its constituent parts. Args: input_stream (stream): A data stream containing encoded object data, supporting a read...	[ "def", "read", "(", "self", ",", "input_stream", ",", "kmip_version", "=", "enums", ".", "KMIPVersion", ".", "KMIP_1_0", ")", ":", "super", "(", "KeyWrappingData", ",", "self", ")", ".", "read", "(", "input_stream", ",", "kmip_version", "=", "kmip_version", ...	35.691358	18.654321
def __parse_comments(): '''Gets and parses file''' filename = get_file('comments.tsv') with io.open(filename, 'r', encoding='cp1252') as textfile: next(textfile) for line in textfile: tokens = line.strip().split('\t') chebi_id = int(tokens[1]) if chebi_...	[ "def", "__parse_comments", "(", ")", ":", "filename", "=", "get_file", "(", "'comments.tsv'", ")", "with", "io", ".", "open", "(", "filename", ",", "'r'", ",", "encoding", "=", "'cp1252'", ")", "as", "textfile", ":", "next", "(", "textfile", ")", "for", ...	29.904762	16.857143
def check_sets(self): ''' Check grammar ''' lhs_set = set() rhs_set = set() rhs_rules_set = {} token_set = set() right_recursive = set() dup_rhs = {} for lhs in self.rules: rules_for_lhs = self.rules[lhs]...	[ "def", "check_sets", "(", "self", ")", ":", "lhs_set", "=", "set", "(", ")", "rhs_set", "=", "set", "(", ")", "rhs_rules_set", "=", "{", "}", "token_set", "=", "set", "(", ")", "right_recursive", "=", "set", "(", ")", "dup_rhs", "=", "{", "}", "for...	34.581395	14.395349
def restore(self, state): """Restore the contents of this virtual stream walker. Args: state (dict): The previously serialized state. Raises: ArgumentError: If the serialized state does not have a matching selector. """ reading = state.g...	[ "def", "restore", "(", "self", ",", "state", ")", ":", "reading", "=", "state", ".", "get", "(", "u'reading'", ")", "if", "reading", "is", "not", "None", ":", "reading", "=", "IOTileReading", ".", "FromDict", "(", "reading", ")", "selector", "=", "Data...	34.619048	22.952381
def submission_successful(self, participant): """Run when a participant submits successfully.""" key = participant.uniqueid[0:5] finished_participants = Participant.query.filter_by(status=101).all() num_finished_participants = len(finished_participants) current_generation = int(...	[ "def", "submission_successful", "(", "self", ",", "participant", ")", ":", "key", "=", "participant", ".", "uniqueid", "[", "0", ":", "5", "]", "finished_participants", "=", "Participant", ".", "query", ".", "filter_by", "(", "status", "=", "101", ")", "."...	49.652174	21.478261
def _validate_instantiation_options(self, datafile, skip_json_validation): """ Helper method to validate all instantiation parameters. Args: datafile: JSON string representing the project. skip_json_validation: Boolean representing whether JSON schema validation needs to be skipped or not. Rai...	[ "def", "_validate_instantiation_options", "(", "self", ",", "datafile", ",", "skip_json_validation", ")", ":", "if", "not", "skip_json_validation", "and", "not", "validator", ".", "is_datafile_valid", "(", "datafile", ")", ":", "raise", "exceptions", ".", "InvalidIn...	47.5	35.227273
def getWindow(self): """ Returns the title of the main window of the currently open app. Returns an empty string if no match could be found. """ if self.getPID() != -1: return PlatformManager.getWindowTitle(PlatformManager.getWindowByPID(self.getPID())) else: ...	[ "def", "getWindow", "(", "self", ")", ":", "if", "self", ".", "getPID", "(", ")", "!=", "-", "1", ":", "return", "PlatformManager", ".", "getWindowTitle", "(", "PlatformManager", ".", "getWindowByPID", "(", "self", ".", "getPID", "(", ")", ")", ")", "e...	36.222222	21.111111
def extend(self, elem_seq): """Extends by appending the given sequence of elements of the same type as this one, copying each individual message. """ message_class = self._message_descriptor._concrete_class listener = self._message_listener values = self._values for message in elem_seq: ...	[ "def", "extend", "(", "self", ",", "elem_seq", ")", ":", "message_class", "=", "self", ".", "_message_descriptor", ".", "_concrete_class", "listener", "=", "self", ".", "_message_listener", "values", "=", "self", ".", "_values", "for", "message", "in", "elem_s...	36.461538	8.153846
def commit(): """ Commit changes and release the write lock """ session_token = request.headers['session_token'] repository = request.headers['repository'] #=== current_user = have_authenticated_user(request.environ['REMOTE_ADDR'], repository, session_token) if current_user is False: return...	[ "def", "commit", "(", ")", ":", "session_token", "=", "request", ".", "headers", "[", "'session_token'", "]", "repository", "=", "request", ".", "headers", "[", "'repository'", "]", "#===", "current_user", "=", "have_authenticated_user", "(", "request", ".", "...	35.451613	26.193548
def configure(logstash_host=None, logstash_port=None, logdir=None): '''Configuration settings.''' if not (logstash_host or logstash_port or logdir): raise ValueError('you must specify at least one parameter') config.logstash.host = logstash_host or config.logstash.host config.logstash.port = l...	[ "def", "configure", "(", "logstash_host", "=", "None", ",", "logstash_port", "=", "None", ",", "logdir", "=", "None", ")", ":", "if", "not", "(", "logstash_host", "or", "logstash_port", "or", "logdir", ")", ":", "raise", "ValueError", "(", "'you must specify...	38.545455	23.090909
def transformer_latent_decoder(x, encoder_output, ed_attention_bias, hparams, name=None): """Transformer decoder over latents using latent_attention_type. Args: x: Tensor of shape [batch,...	[ "def", "transformer_latent_decoder", "(", "x", ",", "encoder_output", ",", "ed_attention_bias", ",", "hparams", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "variable_scope", "(", "name", ",", "default_name", "=", "\"transformer_latent_dec\"", ")", ":"...	43.666667	17.452381
def update_energy(self, bypass_check=False): """Fetch updated energy information about devices""" for outlet in self.outlets: outlet.update_energy(bypass_check)	[ "def", "update_energy", "(", "self", ",", "bypass_check", "=", "False", ")", ":", "for", "outlet", "in", "self", ".", "outlets", ":", "outlet", ".", "update_energy", "(", "bypass_check", ")" ]	46.25	3.75
def class_config_section(cls): """Get the config class config section""" def c(s): """return a commented, wrapped block.""" s = '\n\n'.join(wrap_paragraphs(s, 78)) return '# ' + s.replace('\n', '\n# ') # section header breaker = '#' + '-'*78 ...	[ "def", "class_config_section", "(", "cls", ")", ":", "def", "c", "(", "s", ")", ":", "\"\"\"return a commented, wrapped block.\"\"\"", "s", "=", "'\\n\\n'", ".", "join", "(", "wrap_paragraphs", "(", "s", ",", "78", ")", ")", "return", "'# '", "+", "s", "."...	36.767442	17.302326
def format_diff_pyxb(a_pyxb, b_pyxb): """Create a diff between two PyXB objects. Args: a_pyxb: PyXB object b_pyxb: PyXB object Returns: str : `Differ`-style delta """ return '\n'.join( difflib.ndiff( serialize_to_xml_str(a_pyxb).splitlines(), seri...	[ "def", "format_diff_pyxb", "(", "a_pyxb", ",", "b_pyxb", ")", ":", "return", "'\\n'", ".", "join", "(", "difflib", ".", "ndiff", "(", "serialize_to_xml_str", "(", "a_pyxb", ")", ".", "splitlines", "(", ")", ",", "serialize_to_xml_str", "(", "b_pyxb", ")", ...	21.058824	20.647059
def _read_opt_jumbo(self, code, *, desc): """Read HOPOPT Jumbo Payload option. Structure of HOPOPT Jumbo Payload option [RFC 2675]: +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ \| Option Type \| Opt Data Len \| +-+...	[ "def", "_read_opt_jumbo", "(", "self", ",", "code", ",", "*", ",", "desc", ")", ":", "_type", "=", "self", ".", "_read_opt_type", "(", "code", ")", "_size", "=", "self", ".", "_read_unpack", "(", "1", ")", "if", "_size", "!=", "4", ":", "raise", "P...	43.363636	25.69697
def _ensure_arguments_are_provided(expected_types, arguments): """Ensure that all arguments expected by the query were actually provided.""" # This function only checks that the arguments were specified, # and does not check types. Type checking is done as part of the actual formatting step. expected_ar...	[ "def", "_ensure_arguments_are_provided", "(", "expected_types", ",", "arguments", ")", ":", "# This function only checks that the arguments were specified,", "# and does not check types. Type checking is done as part of the actual formatting step.", "expected_arg_names", "=", "set", "(", ...	63.461538	26.461538
def make_dataframe(table, clean=True, verbose=False, **kwargs): """Coerce a provided table (QuerySet, list of lists, list of Series) >>> dt = datetime.datetime >>> make_dataframe([[1,2,3],[4,5,6]]) 0 1 2 0 1 2 3 1 4 5 6 >>> make_dataframe([]) Empty DataFrame Columns: [] ...	[ "def", "make_dataframe", "(", "table", ",", "clean", "=", "True", ",", "verbose", "=", "False", ",", "", "", "kwargs", ")", ":", "if", "hasattr", "(", "table", ",", "'objects'", ")", "and", "not", "callable", "(", "table", ".", "objects", ")", ":",...	43.634146	21.365854
def extend_is_dir(value, minimum=None, maximum=None): u""" This function is extended is_dir(). This function was able to take ListType or StringType as argument. """ if isinstance(value, list): return [is_dir(member) for member in validate.is_list(value, minimum, maximum)] ...	[ "def", "extend_is_dir", "(", "value", ",", "minimum", "=", "None", ",", "maximum", "=", "None", ")", ":", "if", "isinstance", "(", "value", ",", "list", ")", ":", "return", "[", "is_dir", "(", "member", ")", "for", "member", "in", "validate", ".", "i...	28.916667	18.166667
def approximate_density( dist, xloc, parameters=None, cache=None, eps=1.e-7 ): """ Approximate the probability density function. Args: dist : Dist Distribution in question. May not be an advanced variable. xloc : numpy.ndarray ...	[ "def", "approximate_density", "(", "dist", ",", "xloc", ",", "parameters", "=", "None", ",", "cache", "=", "None", ",", "eps", "=", "1.e-7", ")", ":", "if", "parameters", "is", "None", ":", "parameters", "=", "dist", ".", "prm", ".", "copy", "(", ")"...	30.854545	20.272727
def fillup_layer(layer, first_clbit): """ Given a layer, replace the Nones in it with EmptyWire elements. Args: layer (list): The layer that contains Nones. first_clbit (int): The first wire that is classic. Returns: list: The new layer, with no Nones...	[ "def", "fillup_layer", "(", "layer", ",", "first_clbit", ")", ":", "for", "nones", "in", "[", "i", "for", "i", ",", "x", "in", "enumerate", "(", "layer", ")", "if", "x", "is", "None", "]", ":", "layer", "[", "nones", "]", "=", "EmptyWire", "(", "...	38.153846	20.153846
def _prepdata(self): """Adds potentially missing items to the geojson dictionary""" # if missing, compute and add bbox if not self._data.get("bbox"): self.update_bbox() # if missing, set crs to default crs (WGS84), see http://geojson.org/geojson-spec.html if...	[ "def", "_prepdata", "(", "self", ")", ":", "# if missing, compute and add bbox", "if", "not", "self", ".", "_data", ".", "get", "(", "\"bbox\"", ")", ":", "self", ".", "update_bbox", "(", ")", "# if missing, set crs to default crs (WGS84), see http://geojson.org/geojson...	42.363636	19.090909
def hilbert_array(xint): """Compute Hilbert indices. Parameters ---------- xint: (N, d) int numpy.ndarray Returns ------- h: (N,) int numpy.ndarray Hilbert indices """ N, d = xint.shape h = np.zeros(N, int64) for n in range(N): h[n] = Hilbert_to_int(xint[n...	[ "def", "hilbert_array", "(", "xint", ")", ":", "N", ",", "d", "=", "xint", ".", "shape", "h", "=", "np", ".", "zeros", "(", "N", ",", "int64", ")", "for", "n", "in", "range", "(", "N", ")", ":", "h", "[", "n", "]", "=", "Hilbert_to_int", "(",...	18.941176	18.764706
def initialize(config): """ Initialize a connection to the Redis database. """ # Determine the client class to use if 'redis_client' in config: client = utils.find_entrypoint('turnstile.redis_client', config['redis_client'], required=True) else: ...	[ "def", "initialize", "(", "config", ")", ":", "# Determine the client class to use", "if", "'redis_client'", "in", "config", ":", "client", "=", "utils", ".", "find_entrypoint", "(", "'turnstile.redis_client'", ",", "config", "[", "'redis_client'", "]", ",", "requir...	37.051948	17.909091
def get_permission(parser, token): """ Performs a permission check with the given signature, user and objects and assigns the result to a context variable. Syntax:: {% get_permission PERMISSION_LABEL.CHECK_NAME for USER and *OBJS [as VARNAME] %} {% get_permission "poll_permission.chan...	[ "def", "get_permission", "(", "parser", ",", "token", ")", ":", "return", "PermissionForObjectNode", ".", "handle_token", "(", "parser", ",", "token", ",", "approved", "=", "True", ",", "name", "=", "'\"permission\"'", ")" ]	35.958333	23.125
def namePush(ctxt, value): """Pushes a new element name on top of the name stack """ if ctxt is None: ctxt__o = None else: ctxt__o = ctxt._o ret = libxml2mod.namePush(ctxt__o, value) return ret	[ "def", "namePush", "(", "ctxt", ",", "value", ")", ":", "if", "ctxt", "is", "None", ":", "ctxt__o", "=", "None", "else", ":", "ctxt__o", "=", "ctxt", ".", "_o", "ret", "=", "libxml2mod", ".", "namePush", "(", "ctxt__o", ",", "value", ")", "return", ...	34.666667	10.5
def _translators(attr, kwargs): """ Decorator which associates a set of translators (serializers or deserializers) with a given method. The `attr` parameter identifies which attribute is being updated. """ # Add translators to a function or class def decorator(func): # Make sure we...	[ "def", "_translators", "(", "attr", ",", "kwargs", ")", ":", "# Add translators to a function or class", "def", "decorator", "(", "func", ")", ":", "# Make sure we have the attribute", "try", ":", "xlators", "=", "getattr", "(", "func", ",", "attr", ")", "except",...	28.736842	14.315789
def find(model, rid): """ Find a model from the store by resource id """ validate_rid(model, rid) rid_field = model.rid_field model = goldman.sess.store.find(model.RTYPE, rid_field, rid) if not model: abort(exceptions.DocumentNotFound) return model	[ "def", "find", "(", "model", ",", "rid", ")", ":", "validate_rid", "(", "model", ",", "rid", ")", "rid_field", "=", "model", ".", "rid_field", "model", "=", "goldman", ".", "sess", ".", "store", ".", "find", "(", "model", ".", "RTYPE", ",", "rid_fiel...	22.75	22.75
def display_movements_stats(ct, base_assignment): """Display how the amount of movement between two assignments. :param ct: The cluster's ClusterTopology. :param base_assignment: The cluster assignment to compare against. """ movement_count, movement_size, leader_changes = \ stats.get_parti...	[ "def", "display_movements_stats", "(", "ct", ",", "base_assignment", ")", ":", "movement_count", ",", "movement_size", ",", "leader_changes", "=", "stats", ".", "get_partition_movement_stats", "(", "ct", ",", "base_assignment", ")", "print", "(", "'Total partition mov...	37.666667	15.833333
def convertstr2format(col,form): """ Convert input string to input regex (`form`). :param col: input string. :param form: eg. for hdf5: `"^[a-zA-Z_][a-zA-Z0-9_]*$"` """ if not isstrallowed(col,form): col=col.replace(" ","_") if not isstrallowed(col,form): chars_...	[ "def", "convertstr2format", "(", "col", ",", "form", ")", ":", "if", "not", "isstrallowed", "(", "col", ",", "form", ")", ":", "col", "=", "col", ".", "replace", "(", "\" \"", ",", "\"_\"", ")", "if", "not", "isstrallowed", "(", "col", ",", "form", ...	33.571429	12
def compute_followup_snr_series(data_reader, htilde, trig_time, duration=0.095, check_state=True, coinc_window=0.05): """Given a StrainBuffer, a template frequency series and a trigger time, compute a portion of the SNR time series centered on the ...	[ "def", "compute_followup_snr_series", "(", "data_reader", ",", "htilde", ",", "trig_time", ",", "duration", "=", "0.095", ",", "check_state", "=", "True", ",", "coinc_window", "=", "0.05", ")", ":", "if", "check_state", ":", "# was the detector observing for the ful...	44.164557	23.746835
def uptime(): """Returns uptime in seconds if even remotely possible, or None if not.""" if __boottime is not None: return time.time() - __boottime return {'amiga': _uptime_amiga, 'aros12': _uptime_amiga, 'beos5': _uptime_beos, 'cygwin': _uptime_linux, ...	[ "def", "uptime", "(", ")", ":", "if", "__boottime", "is", "not", "None", ":", "return", "time", ".", "time", "(", ")", "-", "__boottime", "return", "{", "'amiga'", ":", "_uptime_amiga", ",", "'aros12'", ":", "_uptime_amiga", ",", "'beos5'", ":", "_uptime...	42	11.52
def get_vm_list(self): """Get the list of guests that are created by SDK return userid list""" action = "list all guests in database" with zvmutils.log_and_reraise_sdkbase_error(action): guests_in_db = self._GuestDbOperator.get_guest_list() guests_migrated = self....	[ "def", "get_vm_list", "(", "self", ")", ":", "action", "=", "\"list all guests in database\"", "with", "zvmutils", ".", "log_and_reraise_sdkbase_error", "(", "action", ")", ":", "guests_in_db", "=", "self", ".", "_GuestDbOperator", ".", "get_guest_list", "(", ")", ...	46.642857	22.214286
def get_conn(): ''' Return a conn object for the passed VM data ''' return ProfitBricksService( username=config.get_cloud_config_value( 'username', get_configured_provider(), __opts__, search_global=False ), password=config.get_clou...	[ "def", "get_conn", "(", ")", ":", "return", "ProfitBricksService", "(", "username", "=", "config", ".", "get_cloud_config_value", "(", "'username'", ",", "get_configured_provider", "(", ")", ",", "__opts__", ",", "search_global", "=", "False", ")", ",", "passwor...	25.055556	17.277778
def extract_scheduler_location(self, topology): """ Returns the representation of scheduler location that will be returned from Tracker. """ schedulerLocation = { "name": None, "http_endpoint": None, "job_page_link": None, } if topology.scheduler_location: sche...	[ "def", "extract_scheduler_location", "(", "self", ",", "topology", ")", ":", "schedulerLocation", "=", "{", "\"name\"", ":", "None", ",", "\"http_endpoint\"", ":", "None", ",", "\"job_page_link\"", ":", "None", ",", "}", "if", "topology", ".", "scheduler_locatio...	34.526316	18.736842
def get_cube(self, name): """ Given a cube name, construct that cube and return it. Do not overwrite this method unless you need to. """ return Cube(self.get_engine(), name, self.get_cube_model(name))	[ "def", "get_cube", "(", "self", ",", "name", ")", ":", "return", "Cube", "(", "self", ".", "get_engine", "(", ")", ",", "name", ",", "self", ".", "get_cube_model", "(", "name", ")", ")" ]	55.25	11.5
def time_range(self,flag=None): ''' time range of the current dataset :keyword flag: use a flag array to know the time range of an indexed slice of the object ''' if self.count==0: return [[None,None],[None,None]] if flag is None : return cnes_co...	[ "def", "time_range", "(", "self", ",", "flag", "=", "None", ")", ":", "if", "self", ".", "count", "==", "0", ":", "return", "[", "[", "None", ",", "None", "]", ",", "[", "None", ",", "None", "]", "]", "if", "flag", "is", "None", ":", "return", ...	45.2	30.4
async def unset_lock(self, resource, lock_identifier): """ Unlock this instance :param resource: redis key to set :param lock_identifier: uniquie id of lock :raises: LockError if the lock resource acquired with different lock_identifier """ try: with a...	[ "async", "def", "unset_lock", "(", "self", ",", "resource", ",", "lock_identifier", ")", ":", "try", ":", "with", "await", "self", ".", "connect", "(", ")", "as", "redis", ":", "await", "redis", ".", "eval", "(", "self", ".", "unset_lock_script", ",", ...	43.75	15.375
async def check_permission(request, permission, context=None): """Checker that passes only to authoraised users with given permission. If user is not authorized - raises HTTPUnauthorized, if user is authorized and does not have permission - raises HTTPForbidden. """ await check_authorized(requ...	[ "async", "def", "check_permission", "(", "request", ",", "permission", ",", "context", "=", "None", ")", ":", "await", "check_authorized", "(", "request", ")", "allowed", "=", "await", "permits", "(", "request", ",", "permission", ",", "context", ")", "if", ...	35.416667	16.583333
def delete_replication(Bucket, region=None, key=None, keyid=None, profile=None): ''' Delete the replication config from the given bucket Returns {deleted: true} if replication configuration was deleted and returns {deleted: False} if replication configuration was not deleted. CLI Exampl...	[ "def", "delete_replication", "(", "Bucket", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "try", ":", "conn", "=", "_get_conn", "(", "region", "=", "region", ",", "key", "=", ...	31.818182	28.181818
def _get_project_id(self): """ Get our projectId from the ``GOOGLE_APPLICATION_CREDENTIALS`` creds JSON file. :return: project ID :rtype: str """ fpath = os.environ.get('GOOGLE_APPLICATION_CREDENTIALS', None) if fpath is None: raise Exception(...	[ "def", "_get_project_id", "(", "self", ")", ":", "fpath", "=", "os", ".", "environ", ".", "get", "(", "'GOOGLE_APPLICATION_CREDENTIALS'", ",", "None", ")", "if", "fpath", "is", "None", ":", "raise", "Exception", "(", "'ERROR: No project ID specified, and '", "'G...	40.235294	19.058824
def incver(self): """Increment all of the version numbers""" d = {} for p in self.__mapper__.attrs: if p.key in ['vid','vname','fqname', 'version', 'cache_key']: continue if p.key == 'revision': d[p.key] = self.revision + 1 else...	[ "def", "incver", "(", "self", ")", ":", "d", "=", "{", "}", "for", "p", "in", "self", ".", "__mapper__", ".", "attrs", ":", "if", "p", ".", "key", "in", "[", "'vid'", ",", "'vname'", ",", "'fqname'", ",", "'version'", ",", "'cache_key'", "]", ":"...	28.642857	18.357143
def get_asset_spatial_assignment_session(self, proxy): """Gets the session for assigning spatial coverage to an asset. arg proxy (osid.proxy.Proxy): a proxy return: (osid.repository.AssetSpatialAssignmentSession) - an AssetSpatialAssignmentSession raise: OperationFa...	[ "def", "get_asset_spatial_assignment_session", "(", "self", ",", "proxy", ")", ":", "if", "not", "self", ".", "supports_asset_spatial_assignment", "(", ")", ":", "raise", "Unimplemented", "(", ")", "try", ":", "from", ".", "import", "sessions", "except", "Import...	40.48	17.44
def start_stream(self): """Starts a stream with teh current tracking terms""" tracking_terms = self.term_checker.tracking_terms() if len(tracking_terms) > 0 or self.unfiltered: # we have terms to track, so build a new stream self.stream = tweepy.Stream(self.auth, self.l...	[ "def", "start_stream", "(", "self", ")", ":", "tracking_terms", "=", "self", ".", "term_checker", ".", "tracking_terms", "(", ")", "if", "len", "(", "tracking_terms", ")", ">", "0", "or", "self", ".", "unfiltered", ":", "# we have terms to track, so build a new ...	47.333333	23.952381
def _update_proxy(self, change): """ An observer which sends the state change to the proxy. """ if change['type'] == 'event': name = 'do_'+change['name'] if hasattr(self.proxy, name): handler = getattr(self.proxy, name) handler() e...	[ "def", "_update_proxy", "(", "self", ",", "change", ")", ":", "if", "change", "[", "'type'", "]", "==", "'event'", ":", "name", "=", "'do_'", "+", "change", "[", "'name'", "]", "if", "hasattr", "(", "self", ".", "proxy", ",", "name", ")", ":", "han...	33.545455	10.909091
def collapse( self, direction ): """ Collapses this splitter handle before or after other widgets based on \ the inputed CollapseDirection. :param direction \| <XSplitterHandle.CollapseDirection> :return <bool> \| success """ if ( self.isC...	[ "def", "collapse", "(", "self", ",", "direction", ")", ":", "if", "(", "self", ".", "isCollapsed", "(", ")", ")", ":", "return", "False", "splitter", "=", "self", ".", "parent", "(", ")", "if", "(", "not", "splitter", ")", ":", "return", "False", "...	32.133333	18.133333
def update(self, unique_name=values.unset, callback_method=values.unset, callback_url=values.unset, friendly_name=values.unset, rate_plan=values.unset, status=values.unset, commands_callback_method=values.unset, commands_callback_url=values.unset, sms_fallback...	[ "def", "update", "(", "self", ",", "unique_name", "=", "values", ".", "unset", ",", "callback_method", "=", "values", ".", "unset", ",", "callback_url", "=", "values", ".", "unset", ",", "friendly_name", "=", "values", ".", "unset", ",", "rate_plan", "=", ...	47.28	15.92
def rhochange(self): """Updated cached c array when rho changes.""" if self.opt['HighMemSolve'] and self.cri.Cd == 1: self.c = sl.solvedbd_sm_c( self.Df, np.conj(self.Df), (self.mu / self.rho) * self.GHGf + 1.0, self.cri.axisM)	[ "def", "rhochange", "(", "self", ")", ":", "if", "self", ".", "opt", "[", "'HighMemSolve'", "]", "and", "self", ".", "cri", ".", "Cd", "==", "1", ":", "self", ".", "c", "=", "sl", ".", "solvedbd_sm_c", "(", "self", ".", "Df", ",", "np", ".", "c...	40.285714	16
def print_table(data, title=None): """Print data in table format. data (dict or list of tuples): Label/value pairs. title (unicode or None): Title, will be printed above. """ if isinstance(data, dict): data = list(data.items()) tpl_row = ' {:<15}' * len(data[0]) table = '\n'.join...	[ "def", "print_table", "(", "data", ",", "title", "=", "None", ")", ":", "if", "isinstance", "(", "data", ",", "dict", ")", ":", "data", "=", "list", "(", "data", ".", "items", "(", ")", ")", "tpl_row", "=", "' {:<15}'", "*", "len", "(", "data", ...	35.538462	13.461538
def wsgi_app(self, environ, start_response): """ 将原始的app，包装为包括websocket的app """ path = environ['PATH_INFO'] if re.match(self.path_pattern, path): ws = environ['wsgi.websocket'] address = (environ.get('REMOTE_ADDR'), environ.get('REMOTE_PORT')) ...	[ "def", "wsgi_app", "(", "self", ",", "environ", ",", "start_response", ")", ":", "path", "=", "environ", "[", "'PATH_INFO'", "]", "if", "re", ".", "match", "(", "self", ".", "path_pattern", ",", "path", ")", ":", "ws", "=", "environ", "[", "'wsgi.webso...	33.588235	14.176471
def _get_fix_info(fbfid): """Return the fix screen info from the framebuffer file descriptor.""" fix_info = FbMem.FixScreenInfo() fcntl.ioctl(fbfid, FbMem.FBIOGET_FSCREENINFO, fix_info) return fix_info	[ "def", "_get_fix_info", "(", "fbfid", ")", ":", "fix_info", "=", "FbMem", ".", "FixScreenInfo", "(", ")", "fcntl", ".", "ioctl", "(", "fbfid", ",", "FbMem", ".", "FBIOGET_FSCREENINFO", ",", "fix_info", ")", "return", "fix_info" ]	45.8	11
def _find_form_xobject_images(pdf, container, contentsinfo): """Find any images that are in Form XObjects in the container The container may be a page, or a parent Form XObject. """ if '/Resources' not in container: return resources = container['/Resources'] if '/XObject' not in resour...	[ "def", "_find_form_xobject_images", "(", "pdf", ",", "container", ",", "contentsinfo", ")", ":", "if", "'/Resources'", "not", "in", "container", ":", "return", "resources", "=", "container", "[", "'/Resources'", "]", "if", "'/XObject'", "not", "in", "resources",...	36.066667	17.8
def instantiate(self): """ Write lines for instantiation """ # e.g. model_name_35 = Model() code_lines = [] if not self.instantiated: code_lines.append("%s = %s()" % (self.variable_name, self.model.__name__)) self.instantiated = True # Store our vari...	[ "def", "instantiate", "(", "self", ")", ":", "# e.g. model_name_35 = Model()", "code_lines", "=", "[", "]", "if", "not", "self", ".", "instantiated", ":", "code_lines", ".", "append", "(", "\"%s = %s()\"", "%", "(", "self", ".", "variable_name", ",", "self", ...	37.333333	21.4
def universal_transformer_highway(layer_inputs, step, hparams, ffn_unit, attention_unit, pad_remover=None): """Universal Transformer with highway connection. It transforms the st...	[ "def", "universal_transformer_highway", "(", "layer_inputs", ",", "step", ",", "hparams", ",", "ffn_unit", ",", "attention_unit", ",", "pad_remover", "=", "None", ")", ":", "state", ",", "inputs", ",", "memory", "=", "layer_inputs", "new_state", "=", "step_prepr...	30.866667	20.666667
def create_validating_webhook_configuration(self, body, **kwargs): """ create a ValidatingWebhookConfiguration This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.create_validating_webhook_conf...	[ "def", "create_validating_webhook_configuration", "(", "self", ",", "body", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "crea...	68.086957	39.913043
def createCFileBuilders(env): """This is a utility function that creates the CFile/CXXFile Builders in an Environment if they are not there already. If they are there already, we return the existing ones. This is a separate function because soooo many Tools use this functionality. The ret...	[ "def", "createCFileBuilders", "(", "env", ")", ":", "try", ":", "c_file", "=", "env", "[", "'BUILDERS'", "]", "[", "'CFile'", "]", "except", "KeyError", ":", "c_file", "=", "SCons", ".", "Builder", ".", "Builder", "(", "action", "=", "{", "}", ",", "...	31.848485	18.484848
def hex2rgb(hexvalue): """Converts a given hex color to its respective rgb color.""" # Make sure a possible '#' char is eliminated # before processing the color. if ('#' in hexvalue): hexcolor = hexvalue.replace('#', '') else: hexcolor = hexvalue # Hex colors have a fixed l...	[ "def", "hex2rgb", "(", "hexvalue", ")", ":", "# Make sure a possible '#' char is eliminated", "# before processing the color.", "if", "(", "'#'", "in", "hexvalue", ")", ":", "hexcolor", "=", "hexvalue", ".", "replace", "(", "'#'", ",", "''", ")", "else", ":", "h...	31.708333	18.958333
def _on_report_error(self, code, message, connection_id): """Callback function called if an error occured while parsing a report""" self._logger.critical( "Error receiving reports, no more reports will be processed on this adapter, code=%d, msg=%s", code, message )	[ "def", "_on_report_error", "(", "self", ",", "code", ",", "message", ",", "connection_id", ")", ":", "self", ".", "_logger", ".", "critical", "(", "\"Error receiving reports, no more reports will be processed on this adapter, code=%d, msg=%s\"", ",", "code", ",", "message...	59.4	27.6
def _green_worker(self): """ A worker that does actual jobs """ while not self.quit.is_set(): try: task = self.green_queue.get(timeout=1) timestamp, missile, marker = task planned_time = self.start_time + (timestamp / 1000.0) ...	[ "def", "_green_worker", "(", "self", ")", ":", "while", "not", "self", ".", "quit", ".", "is_set", "(", ")", ":", "try", ":", "task", "=", "self", ".", "green_queue", ".", "get", "(", "timeout", "=", "1", ")", "timestamp", ",", "missile", ",", "mar...	32.529412	18.470588
def display_markers(self): """Add markers on top of first plot.""" for item in self.idx_markers: self.scene.removeItem(item) self.idx_markers = [] window_start = self.parent.value('window_start') window_length = self.parent.value('window_length') window_end =...	[ "def", "display_markers", "(", "self", ")", ":", "for", "item", "in", "self", ".", "idx_markers", ":", "self", ".", "scene", ".", "removeItem", "(", "item", ")", "self", ".", "idx_markers", "=", "[", "]", "window_start", "=", "self", ".", "parent", "."...	40.35	16.225
def _log_response(response): """Log out information about a ``Request`` object. After calling ``requests.request`` or one of its convenience methods, the object returned can be passed to this method. If done, information about the object returned is logged. :return: Nothing is returned. """ ...	[ "def", "_log_response", "(", "response", ")", ":", "message", "=", "u'Received HTTP {0} response: {1}'", ".", "format", "(", "response", ".", "status_code", ",", "response", ".", "text", ")", "if", "response", ".", "status_code", ">=", "400", ":", "# pragma: no ...	30.222222	20.277778
def build_engine_session(connection, echo=False, autoflush=None, autocommit=None, expire_on_commit=None, scopefunc=None): """Build an engine and a session. :param str connection: An RFC-1738 database connection string :param bool echo: Turn on echoing SQL :param Optional[bool] ...	[ "def", "build_engine_session", "(", "connection", ",", "echo", "=", "False", ",", "autoflush", "=", "None", ",", "autocommit", "=", "None", ",", "expire_on_commit", "=", "None", ",", "scopefunc", "=", "None", ")", ":", "if", "connection", "is", "None", ":"...	40.543478	27.021739
def _to_bz2file(self, file_generator): """Convert file to bz2-compressed file. :return: None :rtype: :py:obj:`None` """ with bz2.BZ2File(file_generator.to_path, mode="wb") as outfile: for f in file_generator: outfile.write(f.writestr(file_generator.to_...	[ "def", "_to_bz2file", "(", "self", ",", "file_generator", ")", ":", "with", "bz2", ".", "BZ2File", "(", "file_generator", ".", "to_path", ",", "mode", "=", "\"wb\"", ")", "as", "outfile", ":", "for", "f", "in", "file_generator", ":", "outfile", ".", "wri...	41.25	12.75
def arnoldi_res(A, V, H, ip_B=None): """Measure Arnoldi residual. :param A: a linear operator that can be used with scipy's aslinearoperator with ``shape==(N,N)``. :param V: Arnoldi basis matrix with ``shape==(N,n)``. :param H: Hessenberg matrix: either :math:`\\underline{H}_{n-1}` with ``s...	[ "def", "arnoldi_res", "(", "A", ",", "V", ",", "H", ",", "ip_B", "=", "None", ")", ":", "N", "=", "V", ".", "shape", "[", "0", "]", "invariant", "=", "H", ".", "shape", "[", "0", "]", "==", "H", ".", "shape", "[", "1", "]", "A", "=", "get...	39.5	18.545455
def bpmn_diagram_to_png(bpmn_diagram, file_name): """ Create a png picture for given diagram :param bpmn_diagram: an instance of BPMNDiagramGraph class, :param file_name: name of generated file. """ g = bpmn_diagram.diagram_graph graph = pydotplus.Dot() for node in g.nodes(data=True): ...	[ "def", "bpmn_diagram_to_png", "(", "bpmn_diagram", ",", "file_name", ")", ":", "g", "=", "bpmn_diagram", ".", "diagram_graph", "graph", "=", "pydotplus", ".", "Dot", "(", ")", "for", "node", "in", "g", ".", "nodes", "(", "data", "=", "True", ")", ":", ...	40.12	25.64
def iterbyscore(self, min='-inf', max='+inf', start=None, num=None, withscores=False, reverse=None): """ Return a range of values from the sorted set name with scores between @min and @max. If @start and @num are specified, then return a slice of the rang...	[ "def", "iterbyscore", "(", "self", ",", "min", "=", "'-inf'", ",", "max", "=", "'+inf'", ",", "start", "=", "None", ",", "num", "=", "None", ",", "withscores", "=", "False", ",", "reverse", "=", "None", ")", ":", "reverse", "=", "reverse", "if", "r...	45	19.068966
def update_metadata_for_node(self, node, metadata): """ Updates the existing metadata for the specified node with the supplied dictionary. """ return self.manager.update_metadata(self, metadata, node=node)	[ "def", "update_metadata_for_node", "(", "self", ",", "node", ",", "metadata", ")", ":", "return", "self", ".", "manager", ".", "update_metadata", "(", "self", ",", "metadata", ",", "node", "=", "node", ")" ]	40	12.333333
def plot_compare_four(data_a, data_b, data_c, data_d, disply_kwargs=None, plotter_kwargs=None, show_kwargs=None, screenshot=None, camera_position=None, outline=None, outline_color='k', labels=('A', 'B', 'C', 'D')): """Plot a 2 by 2 comparison of data...	[ "def", "plot_compare_four", "(", "data_a", ",", "data_b", ",", "data_c", ",", "data_d", ",", "disply_kwargs", "=", "None", ",", "plotter_kwargs", "=", "None", ",", "show_kwargs", "=", "None", ",", "screenshot", "=", "None", ",", "camera_position", "=", "None...	36.966667	16.5
def particle_clusters( particle_locations, particle_weights=None, eps=0.5, min_particles=5, metric='euclidean', weighted=False, w_pow=0.5, quiet=True ): """ Yields an iterator onto tuples ``(cluster_label, cluster_particles)``, where ``cluster_label`` is an `int` identify...	[ "def", "particle_clusters", "(", "particle_locations", ",", "particle_weights", "=", "None", ",", "eps", "=", "0.5", ",", "min_particles", "=", "5", ",", "metric", "=", "'euclidean'", ",", "weighted", "=", "False", ",", "w_pow", "=", "0.5", ",", "quiet", "...	39.8	23.228571
def view_isometric(self): """ Resets the camera to a default isometric view showing all the actors in the scene. """ self.camera_position = self.get_default_cam_pos() self.camera_set = False return self.reset_camera()	[ "def", "view_isometric", "(", "self", ")", ":", "self", ".", "camera_position", "=", "self", ".", "get_default_cam_pos", "(", ")", "self", ".", "camera_set", "=", "False", "return", "self", ".", "reset_camera", "(", ")" ]	33.25	11
def __train(self, n_clusters=4): """ Calculate cluster's centroids and standard deviations. If there are at least the number of threshold rows \ then: * Observations will be normalised. * Standard deviations will be returned. * Clusters will be retu...	[ "def", "__train", "(", "self", ",", "n_clusters", "=", "4", ")", ":", "try", ":", "for", "obs", "in", "self", ".", "observations", ":", "features", ",", "ids", "=", "self", ".", "__get_features_for_observation", "(", "observation", "=", "obs", ",", "last...	42.82	30.7
def get_queryset(self): """ Returns a queryset of models for the month requested """ qs = super(BaseCalendarMonthView, self).get_queryset() year = self.get_year() month = self.get_month() date_field = self.get_date_field() end_date_field = self.get_end_d...	[ "def", "get_queryset", "(", "self", ")", ":", "qs", "=", "super", "(", "BaseCalendarMonthView", ",", "self", ")", ".", "get_queryset", "(", ")", "year", "=", "self", ".", "get_year", "(", ")", "month", "=", "self", ".", "get_month", "(", ")", "date_fie...	38.258065	19.645161
def _eval_progress(self, match): ''' Runs the user-supplied progress calculation rule ''' _locals = {k: safe_float(v) for k, v in match.groupdict().items()} if "x" not in _locals: _locals["x"] = [safe_float(x) for x in match.groups()] try: ...	[ "def", "_eval_progress", "(", "self", ",", "match", ")", ":", "_locals", "=", "{", "k", ":", "safe_float", "(", "v", ")", "for", "k", ",", "v", "in", "match", ".", "groupdict", "(", ")", ".", "items", "(", ")", "}", "if", "\"x\"", "not", "in", ...	36.454545	21.909091
def copy_all_lines_from_to(inputFile, outputFile): """Copy all lines from an input file object to an output file object.""" currentLine = inputFile.readline() while currentLine: outputFile.write(currentLine) currentLine = inputFile.readline()	[ "def", "copy_all_lines_from_to", "(", "inputFile", ",", "outputFile", ")", ":", "currentLine", "=", "inputFile", ".", "readline", "(", ")", "while", "currentLine", ":", "outputFile", ".", "write", "(", "currentLine", ")", "currentLine", "=", "inputFile", ".", ...	44.166667	5.833333
def _get_mft_zone_size(self, num_clusters, mft_zone_multiplier=1): """Returns mft zone size in clusters. From ntfs_progs.1.22.""" sizes = { 4: num_clusters >> 1, # 50% 3: (num_clusters * 3) >> 3, # 37,5% 2: num_clusters >> 2, # 25% ...	[ "def", "_get_mft_zone_size", "(", "self", ",", "num_clusters", ",", "mft_zone_multiplier", "=", "1", ")", ":", "sizes", "=", "{", "4", ":", "num_clusters", ">>", "1", ",", "# 50%", "3", ":", "(", "num_clusters", "*", "3", ")", ">>", "3", ",", "# 37,5%"...	34.727273	19.363636
def is_intersection(g, n): """ Determine if a node is an intersection graph: 1 -->-- 2 -->-- 3 >>> is_intersection(g, 2) False graph: 1 -- 2 -- 3 \| 4 >>> is_intersection(g, 2) True Parameters ---------- g : networkx DiGraph n : node id R...	[ "def", "is_intersection", "(", "g", ",", "n", ")", ":", "return", "len", "(", "set", "(", "g", ".", "predecessors", "(", "n", ")", "+", "g", ".", "successors", "(", "n", ")", ")", ")", ">", "2" ]	13.928571	25.285714
def Construct(self): # pylint: disable-msg=C0103 """Construct nuSTORM from a GDML file""" # Parse the GDML self.world = self.gdml_parser.GetWorldVolume() # Create sensitive detector self.sensitive_detector = ScintSD() # Get logical volume for X view, then attach SD ...	[ "def", "Construct", "(", "self", ")", ":", "# pylint: disable-msg=C0103", "# Parse the GDML", "self", ".", "world", "=", "self", ".", "gdml_parser", ".", "GetWorldVolume", "(", ")", "# Create sensitive detector", "self", ".", "sensitive_detector", "=", "ScintSD", "(...	39.424242	20.151515
def change_env(name, val): """ Args: name(str), val(str): Returns: a context where the environment variable ``name`` being set to ``val``. It will be set back after the context exits. """ oldval = os.environ.get(name, None) os.environ[name] = val yield if oldval ...	[ "def", "change_env", "(", "name", ",", "val", ")", ":", "oldval", "=", "os", ".", "environ", ".", "get", "(", "name", ",", "None", ")", "os", ".", "environ", "[", "name", "]", "=", "val", "yield", "if", "oldval", "is", "None", ":", "del", "os", ...	24.125	18.125
def getslide(self,slide_num): """ Return the triggers with a specific slide number. @param slide_num: the slide number to recover (contained in the event_id) """ slideTrigs = self.copy() slideTrigs.extend(row for row in self if row.get_slide_number() == slide_num) return slideTrigs	[ "def", "getslide", "(", "self", ",", "slide_num", ")", ":", "slideTrigs", "=", "self", ".", "copy", "(", ")", "slideTrigs", ".", "extend", "(", "row", "for", "row", "in", "self", "if", "row", ".", "get_slide_number", "(", ")", "==", "slide_num", ")", ...	36.125	16.375
def login(token, apikey, username, password): """ Login to FloydHub. """ if manual_login_success(token, username, password): return if not apikey: if has_browser(): apikey = wait_for_apikey() else: floyd_logger.error( "No browser found...	[ "def", "login", "(", "token", ",", "apikey", ",", "username", ",", "password", ")", ":", "if", "manual_login_success", "(", "token", ",", "username", ",", "password", ")", ":", "return", "if", "not", "apikey", ":", "if", "has_browser", "(", ")", ":", "...	34	22.090909
def add(self, name, func): ''' Attach a callback to a hook. ''' if name not in self.hooks: raise ValueError("Unknown hook name %s" % name) was_empty = self._empty() self.hooks[name].append(func) if self.app and was_empty and not self._empty(): self.app.reset()	[ "def", "add", "(", "self", ",", "name", ",", "func", ")", ":", "if", "name", "not", "in", "self", ".", "hooks", ":", "raise", "ValueError", "(", "\"Unknown hook name %s\"", "%", "name", ")", "was_empty", "=", "self", ".", "_empty", "(", ")", "self", ...	43.714286	12.285714
def NdarrayToEntry(self, x): """Converts an ndarray to the Entry format.""" row_counts = [] for row in x: try: rc = np.count_nonzero(~np.isnan(row)) if rc != 0: row_counts.append(rc) except TypeError: try: row_counts.append(row.size) except Att...	[ "def", "NdarrayToEntry", "(", "self", ",", "x", ")", ":", "row_counts", "=", "[", "]", "for", "row", "in", "x", ":", "try", ":", "rc", "=", "np", ".", "count_nonzero", "(", "~", "np", ".", "isnan", "(", "row", ")", ")", "if", "rc", "!=", "0", ...	29	15.047619
def iscomplete(rawmessage): """Test if the raw message is a complete message.""" if len(rawmessage) < 2: return False if rawmessage[0] != 0x02: raise ValueError('message does not start with 0x02') messageBuffer = bytearray() filler = bytearray(30) messageBuffer.extend(rawmessag...	[ "def", "iscomplete", "(", "rawmessage", ")", ":", "if", "len", "(", "rawmessage", ")", "<", "2", ":", "return", "False", "if", "rawmessage", "[", "0", "]", "!=", "0x02", ":", "raise", "ValueError", "(", "'message does not start with 0x02'", ")", "messageBuff...	27.481481	17.925926
def tables_(self) -> list: """Return a list of the existing tables in a database :return: list of the table names :rtype: list :example: ``tables = ds.tables_()`` """ if self._check_db() == False: return try: return self._tables() ...	[ "def", "tables_", "(", "self", ")", "->", "list", ":", "if", "self", ".", "_check_db", "(", ")", "==", "False", ":", "return", "try", ":", "return", "self", ".", "_tables", "(", ")", "except", "Exception", "as", "e", ":", "self", ".", "err", "(", ...	27	13.857143
def save(self, path, key, format, data): """Save a newly generated thumbnail. path: path of the source image key: key of the thumbnail format: thumbnail's file extension data: thumbnail's binary data """ thumbpath =...	[ "def", "save", "(", "self", ",", "path", ",", "key", ",", "format", ",", "data", ")", ":", "thumbpath", "=", "self", ".", "get_thumbpath", "(", "path", ",", "key", ",", "format", ")", "fullpath", "=", "os", ".", "path", ".", "join", "(", "self", ...	30	12.5

def chrono(ctx, app_id, sentence_file, json_flag, sentence, doc_time, request_id): # type: (Context, unicode, Optional[IO], bool, unicode, unicode, unicode) -> None # NOQA """Extract expression expressing date and time and normalize its value """ app_id = clean_app_id(app_id) sentence = cle...

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def _CreateCampaignGroup(client): """Create a campaign group. Args: client: an AdWordsClient instance. Returns: The integer ID of the created campaign group. """ # Get the CampaignGroupService. campaign_group_service = client.GetService('CampaignGroupService', ...

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async def _check_subscriptions(self): """ Checks that all subscriptions are subscribed """ subscribed, url = await self._get_subscriptions() expect = set(settings.FACEBOOK_SUBSCRIPTIONS) if (expect - subscribed) or url != self.webhook_url: await self._set_su...

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def seek_read(path, size, offset): ''' .. versionadded:: 2014.1.0 Seek to a position on a file and read it path path to file seek amount to read at once offset offset to start into the file CLI Example: .. code-block:: bash salt '*' file.seek_read /...

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def set_information(self, title=None, subject=None, author=None, keywords=None, creator=None): """ Convenience function to add property info, can set any attribute and leave the others blank, it won't over-write previously set items. """ info_dict = {"title": title, "subject": subject, ...

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def _look_for_interface(self, network_backend): """ Look for an interface with a specific network backend. :returns: interface number or -1 if none is found """ result = yield from self._execute("showvminfo", [self._vmname, "--machinereadable"]) interface = -1 f...

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def QPSK_rx(fc,N_symb,Rs,EsN0=100,fs=125,lfsr_len=10,phase=0,pulse='src'): """ This function generates """ Ns = int(np.round(fs/Rs)) print('Ns = ', Ns) print('Rs = ', fs/float(Ns)) print('EsN0 = ', EsN0, 'dB') print('phase = ', phase, 'degrees') print('pulse = ', pulse) x, b, dat...

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def _get_permission_description(permission_name): """ Generate a descriptive string based on the permission name. For example: 'resource_Order_get' -> 'Can GET order' todo: add support for the resource name to have underscores """ parts = permission_name.split('_') parts.pop(0) method =...

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def parse_column(column): """ Helper method for DataTable.fromcsvstring() Given a list, parse_column tries to see if it should cast everything in that list to a float, an int, or leave it as is. Always returns a list. """ try: float_attempt = [float(i) for i in column] except V...

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def detect_language( self, parent=None, model=None, content=None, mime_type=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Detects the language of text within ...

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def snmp_server_view_viewname(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") snmp_server = ET.SubElement(config, "snmp-server", xmlns="urn:brocade.com:mgmt:brocade-snmp") view = ET.SubElement(snmp_server, "view") mibtree_key = ET.SubElement(view...

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def _iparam_objectname(objectname, arg_name): """ Convert an object name (= class or instance name) specified in an operation method into a CIM object that can be passed to imethodcall(). """ if isinstance(objectname, (CIMClassName, CIMInstanceName)): objectn...

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def make_gpg_home(appname, config_dir=None): """ Make GPG keyring dir for a particular application. Return the path. """ assert is_valid_appname(appname) config_dir = get_config_dir( config_dir ) path = os.path.join( config_dir, "gpgkeys", appname ) if not os.path.exists(path): ...

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def on_recv_rsp(self, rsp_pb): """receive response callback function""" ret_code, msg, conn_info_map = InitConnect.unpack_rsp(rsp_pb) if self._notify_obj is not None: self._notify_obj.on_async_init_connect(ret_code, msg, conn_info_map) return ret_code, msg

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def handle_error(self, error, req, schema, error_status_code, error_headers): """Handles errors during parsing. Raises a `tornado.web.HTTPError` with a 400 error. """ status_code = error_status_code or self.DEFAULT_VALIDATION_STATUS if status_code == 422: reason = "Un...

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def plot(args): """ %prog plot workdir sample chr1,chr2 Plot some chromosomes for visual proof. Separate multiple chromosomes with comma. Must contain folder workdir/sample-cn/. """ from jcvi.graphics.base import savefig p = OptionParser(plot.__doc__) opts, args, iopts = p.set_image_op...

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def read(self, input_stream, kmip_version=enums.KMIPVersion.KMIP_1_0): """ Read the data encoding the KeyWrappingData struct and decode it into its constituent parts. Args: input_stream (stream): A data stream containing encoded object data, supporting a read...

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def __parse_comments(): '''Gets and parses file''' filename = get_file('comments.tsv') with io.open(filename, 'r', encoding='cp1252') as textfile: next(textfile) for line in textfile: tokens = line.strip().split('\t') chebi_id = int(tokens[1]) if chebi_...

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def check_sets(self): ''' Check grammar ''' lhs_set = set() rhs_set = set() rhs_rules_set = {} token_set = set() right_recursive = set() dup_rhs = {} for lhs in self.rules: rules_for_lhs = self.rules[lhs]...

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def restore(self, state): """Restore the contents of this virtual stream walker. Args: state (dict): The previously serialized state. Raises: ArgumentError: If the serialized state does not have a matching selector. """ reading = state.g...

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def submission_successful(self, participant): """Run when a participant submits successfully.""" key = participant.uniqueid[0:5] finished_participants = Participant.query.filter_by(status=101).all() num_finished_participants = len(finished_participants) current_generation = int(...

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def _validate_instantiation_options(self, datafile, skip_json_validation): """ Helper method to validate all instantiation parameters. Args: datafile: JSON string representing the project. skip_json_validation: Boolean representing whether JSON schema validation needs to be skipped or not. Rai...

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def getWindow(self): """ Returns the title of the main window of the currently open app. Returns an empty string if no match could be found. """ if self.getPID() != -1: return PlatformManager.getWindowTitle(PlatformManager.getWindowByPID(self.getPID())) else: ...

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def extend(self, elem_seq): """Extends by appending the given sequence of elements of the same type as this one, copying each individual message. """ message_class = self._message_descriptor._concrete_class listener = self._message_listener values = self._values for message in elem_seq: ...

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def commit(): """ Commit changes and release the write lock """ session_token = request.headers['session_token'] repository = request.headers['repository'] #=== current_user = have_authenticated_user(request.environ['REMOTE_ADDR'], repository, session_token) if current_user is False: return...

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def configure(logstash_host=None, logstash_port=None, logdir=None): '''Configuration settings.''' if not (logstash_host or logstash_port or logdir): raise ValueError('you must specify at least one parameter') config.logstash.host = logstash_host or config.logstash.host config.logstash.port = l...

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def transformer_latent_decoder(x, encoder_output, ed_attention_bias, hparams, name=None): """Transformer decoder over latents using latent_attention_type. Args: x: Tensor of shape [batch,...

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def update_energy(self, bypass_check=False): """Fetch updated energy information about devices""" for outlet in self.outlets: outlet.update_energy(bypass_check)

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def class_config_section(cls): """Get the config class config section""" def c(s): """return a commented, wrapped block.""" s = '\n\n'.join(wrap_paragraphs(s, 78)) return '# ' + s.replace('\n', '\n# ') # section header breaker = '#' + '-'*78 ...

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def format_diff_pyxb(a_pyxb, b_pyxb): """Create a diff between two PyXB objects. Args: a_pyxb: PyXB object b_pyxb: PyXB object Returns: str : `Differ`-style delta """ return '\n'.join( difflib.ndiff( serialize_to_xml_str(a_pyxb).splitlines(), seri...

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def _read_opt_jumbo(self, code, *, desc): """Read HOPOPT Jumbo Payload option. Structure of HOPOPT Jumbo Payload option [RFC 2675]: +-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+-+ | Option Type | Opt Data Len | +-+...

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def _ensure_arguments_are_provided(expected_types, arguments): """Ensure that all arguments expected by the query were actually provided.""" # This function only checks that the arguments were specified, # and does not check types. Type checking is done as part of the actual formatting step. expected_ar...

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def make_dataframe(table, clean=True, verbose=False, **kwargs): """Coerce a provided table (QuerySet, list of lists, list of Series) >>> dt = datetime.datetime >>> make_dataframe([[1,2,3],[4,5,6]]) 0 1 2 0 1 2 3 1 4 5 6 >>> make_dataframe([]) Empty DataFrame Columns: [] ...

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def extend_is_dir(value, minimum=None, maximum=None): u""" This function is extended is_dir(). This function was able to take ListType or StringType as argument. """ if isinstance(value, list): return [is_dir(member) for member in validate.is_list(value, minimum, maximum)] ...

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def approximate_density( dist, xloc, parameters=None, cache=None, eps=1.e-7 ): """ Approximate the probability density function. Args: dist : Dist Distribution in question. May not be an advanced variable. xloc : numpy.ndarray ...

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def fillup_layer(layer, first_clbit): """ Given a layer, replace the Nones in it with EmptyWire elements. Args: layer (list): The layer that contains Nones. first_clbit (int): The first wire that is classic. Returns: list: The new layer, with no Nones...

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def _prepdata(self): """Adds potentially missing items to the geojson dictionary""" # if missing, compute and add bbox if not self._data.get("bbox"): self.update_bbox() # if missing, set crs to default crs (WGS84), see http://geojson.org/geojson-spec.html if...

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def hilbert_array(xint): """Compute Hilbert indices. Parameters ---------- xint: (N, d) int numpy.ndarray Returns ------- h: (N,) int numpy.ndarray Hilbert indices """ N, d = xint.shape h = np.zeros(N, int64) for n in range(N): h[n] = Hilbert_to_int(xint[n...

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def initialize(config): """ Initialize a connection to the Redis database. """ # Determine the client class to use if 'redis_client' in config: client = utils.find_entrypoint('turnstile.redis_client', config['redis_client'], required=True) else: ...

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def get_permission(parser, token): """ Performs a permission check with the given signature, user and objects and assigns the result to a context variable. Syntax:: {% get_permission PERMISSION_LABEL.CHECK_NAME for USER and *OBJS [as VARNAME] %} {% get_permission "poll_permission.chan...

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def namePush(ctxt, value): """Pushes a new element name on top of the name stack """ if ctxt is None: ctxt__o = None else: ctxt__o = ctxt._o ret = libxml2mod.namePush(ctxt__o, value) return ret

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def _translators(attr, kwargs): """ Decorator which associates a set of translators (serializers or deserializers) with a given method. The `attr` parameter identifies which attribute is being updated. """ # Add translators to a function or class def decorator(func): # Make sure we...

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def find(model, rid): """ Find a model from the store by resource id """ validate_rid(model, rid) rid_field = model.rid_field model = goldman.sess.store.find(model.RTYPE, rid_field, rid) if not model: abort(exceptions.DocumentNotFound) return model

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def display_movements_stats(ct, base_assignment): """Display how the amount of movement between two assignments. :param ct: The cluster's ClusterTopology. :param base_assignment: The cluster assignment to compare against. """ movement_count, movement_size, leader_changes = \ stats.get_parti...

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def convertstr2format(col,form): """ Convert input string to input regex (`form`). :param col: input string. :param form: eg. for hdf5: `"^[a-zA-Z_][a-zA-Z0-9_]*$"` """ if not isstrallowed(col,form): col=col.replace(" ","_") if not isstrallowed(col,form): chars_...

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def compute_followup_snr_series(data_reader, htilde, trig_time, duration=0.095, check_state=True, coinc_window=0.05): """Given a StrainBuffer, a template frequency series and a trigger time, compute a portion of the SNR time series centered on the ...

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def uptime(): """Returns uptime in seconds if even remotely possible, or None if not.""" if __boottime is not None: return time.time() - __boottime return {'amiga': _uptime_amiga, 'aros12': _uptime_amiga, 'beos5': _uptime_beos, 'cygwin': _uptime_linux, ...

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def get_vm_list(self): """Get the list of guests that are created by SDK return userid list""" action = "list all guests in database" with zvmutils.log_and_reraise_sdkbase_error(action): guests_in_db = self._GuestDbOperator.get_guest_list() guests_migrated = self....

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def get_conn(): ''' Return a conn object for the passed VM data ''' return ProfitBricksService( username=config.get_cloud_config_value( 'username', get_configured_provider(), __opts__, search_global=False ), password=config.get_clou...

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def extract_scheduler_location(self, topology): """ Returns the representation of scheduler location that will be returned from Tracker. """ schedulerLocation = { "name": None, "http_endpoint": None, "job_page_link": None, } if topology.scheduler_location: sche...

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def get_cube(self, name): """ Given a cube name, construct that cube and return it. Do not overwrite this method unless you need to. """ return Cube(self.get_engine(), name, self.get_cube_model(name))

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def time_range(self,flag=None): ''' time range of the current dataset :keyword flag: use a flag array to know the time range of an indexed slice of the object ''' if self.count==0: return [[None,None],[None,None]] if flag is None : return cnes_co...

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async def unset_lock(self, resource, lock_identifier): """ Unlock this instance :param resource: redis key to set :param lock_identifier: uniquie id of lock :raises: LockError if the lock resource acquired with different lock_identifier """ try: with a...

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async def check_permission(request, permission, context=None): """Checker that passes only to authoraised users with given permission. If user is not authorized - raises HTTPUnauthorized, if user is authorized and does not have permission - raises HTTPForbidden. """ await check_authorized(requ...

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def delete_replication(Bucket, region=None, key=None, keyid=None, profile=None): ''' Delete the replication config from the given bucket Returns {deleted: true} if replication configuration was deleted and returns {deleted: False} if replication configuration was not deleted. CLI Exampl...

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def _get_project_id(self): """ Get our projectId from the ``GOOGLE_APPLICATION_CREDENTIALS`` creds JSON file. :return: project ID :rtype: str """ fpath = os.environ.get('GOOGLE_APPLICATION_CREDENTIALS', None) if fpath is None: raise Exception(...

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def incver(self): """Increment all of the version numbers""" d = {} for p in self.__mapper__.attrs: if p.key in ['vid','vname','fqname', 'version', 'cache_key']: continue if p.key == 'revision': d[p.key] = self.revision + 1 else...

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def get_asset_spatial_assignment_session(self, proxy): """Gets the session for assigning spatial coverage to an asset. arg proxy (osid.proxy.Proxy): a proxy return: (osid.repository.AssetSpatialAssignmentSession) - an AssetSpatialAssignmentSession raise: OperationFa...

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def start_stream(self): """Starts a stream with teh current tracking terms""" tracking_terms = self.term_checker.tracking_terms() if len(tracking_terms) > 0 or self.unfiltered: # we have terms to track, so build a new stream self.stream = tweepy.Stream(self.auth, self.l...

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def _update_proxy(self, change): """ An observer which sends the state change to the proxy. """ if change['type'] == 'event': name = 'do_'+change['name'] if hasattr(self.proxy, name): handler = getattr(self.proxy, name) handler() e...

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def collapse( self, direction ): """ Collapses this splitter handle before or after other widgets based on \ the inputed CollapseDirection. :param direction | <XSplitterHandle.CollapseDirection> :return <bool> | success """ if ( self.isC...

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def update(self, unique_name=values.unset, callback_method=values.unset, callback_url=values.unset, friendly_name=values.unset, rate_plan=values.unset, status=values.unset, commands_callback_method=values.unset, commands_callback_url=values.unset, sms_fallback...

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47.28

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def rhochange(self): """Updated cached c array when rho changes.""" if self.opt['HighMemSolve'] and self.cri.Cd == 1: self.c = sl.solvedbd_sm_c( self.Df, np.conj(self.Df), (self.mu / self.rho) * self.GHGf + 1.0, self.cri.axisM)

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40.285714

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def print_table(data, title=None): """Print data in table format. data (dict or list of tuples): Label/value pairs. title (unicode or None): Title, will be printed above. """ if isinstance(data, dict): data = list(data.items()) tpl_row = ' {:<15}' * len(data[0]) table = '\n'.join...

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def wsgi_app(self, environ, start_response): """ 将原始的app，包装为包括websocket的app """ path = environ['PATH_INFO'] if re.match(self.path_pattern, path): ws = environ['wsgi.websocket'] address = (environ.get('REMOTE_ADDR'), environ.get('REMOTE_PORT')) ...

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def _get_fix_info(fbfid): """Return the fix screen info from the framebuffer file descriptor.""" fix_info = FbMem.FixScreenInfo() fcntl.ioctl(fbfid, FbMem.FBIOGET_FSCREENINFO, fix_info) return fix_info

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45.8

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def _find_form_xobject_images(pdf, container, contentsinfo): """Find any images that are in Form XObjects in the container The container may be a page, or a parent Form XObject. """ if '/Resources' not in container: return resources = container['/Resources'] if '/XObject' not in resour...

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def instantiate(self): """ Write lines for instantiation """ # e.g. model_name_35 = Model() code_lines = [] if not self.instantiated: code_lines.append("%s = %s()" % (self.variable_name, self.model.__name__)) self.instantiated = True # Store our vari...

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def universal_transformer_highway(layer_inputs, step, hparams, ffn_unit, attention_unit, pad_remover=None): """Universal Transformer with highway connection. It transforms the st...

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def create_validating_webhook_configuration(self, body, **kwargs): """ create a ValidatingWebhookConfiguration This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.create_validating_webhook_conf...

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def createCFileBuilders(env): """This is a utility function that creates the CFile/CXXFile Builders in an Environment if they are not there already. If they are there already, we return the existing ones. This is a separate function because soooo many Tools use this functionality. The ret...

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def hex2rgb(hexvalue): """Converts a given hex color to its respective rgb color.""" # Make sure a possible '#' char is eliminated # before processing the color. if ('#' in hexvalue): hexcolor = hexvalue.replace('#', '') else: hexcolor = hexvalue # Hex colors have a fixed l...

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def _on_report_error(self, code, message, connection_id): """Callback function called if an error occured while parsing a report""" self._logger.critical( "Error receiving reports, no more reports will be processed on this adapter, code=%d, msg=%s", code, message )

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def _green_worker(self): """ A worker that does actual jobs """ while not self.quit.is_set(): try: task = self.green_queue.get(timeout=1) timestamp, missile, marker = task planned_time = self.start_time + (timestamp / 1000.0) ...

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def display_markers(self): """Add markers on top of first plot.""" for item in self.idx_markers: self.scene.removeItem(item) self.idx_markers = [] window_start = self.parent.value('window_start') window_length = self.parent.value('window_length') window_end =...

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def _log_response(response): """Log out information about a ``Request`` object. After calling ``requests.request`` or one of its convenience methods, the object returned can be passed to this method. If done, information about the object returned is logged. :return: Nothing is returned. """ ...

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def build_engine_session(connection, echo=False, autoflush=None, autocommit=None, expire_on_commit=None, scopefunc=None): """Build an engine and a session. :param str connection: An RFC-1738 database connection string :param bool echo: Turn on echoing SQL :param Optional[bool] ...

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def _to_bz2file(self, file_generator): """Convert file to bz2-compressed file. :return: None :rtype: :py:obj:`None` """ with bz2.BZ2File(file_generator.to_path, mode="wb") as outfile: for f in file_generator: outfile.write(f.writestr(file_generator.to_...

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def arnoldi_res(A, V, H, ip_B=None): """Measure Arnoldi residual. :param A: a linear operator that can be used with scipy's aslinearoperator with ``shape==(N,N)``. :param V: Arnoldi basis matrix with ``shape==(N,n)``. :param H: Hessenberg matrix: either :math:`\\underline{H}_{n-1}` with ``s...

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def bpmn_diagram_to_png(bpmn_diagram, file_name): """ Create a png picture for given diagram :param bpmn_diagram: an instance of BPMNDiagramGraph class, :param file_name: name of generated file. """ g = bpmn_diagram.diagram_graph graph = pydotplus.Dot() for node in g.nodes(data=True): ...

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def iterbyscore(self, min='-inf', max='+inf', start=None, num=None, withscores=False, reverse=None): """ Return a range of values from the sorted set name with scores between @min and @max. If @start and @num are specified, then return a slice of the rang...

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def update_metadata_for_node(self, node, metadata): """ Updates the existing metadata for the specified node with the supplied dictionary. """ return self.manager.update_metadata(self, metadata, node=node)

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def plot_compare_four(data_a, data_b, data_c, data_d, disply_kwargs=None, plotter_kwargs=None, show_kwargs=None, screenshot=None, camera_position=None, outline=None, outline_color='k', labels=('A', 'B', 'C', 'D')): """Plot a 2 by 2 comparison of data...

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36.966667

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def particle_clusters( particle_locations, particle_weights=None, eps=0.5, min_particles=5, metric='euclidean', weighted=False, w_pow=0.5, quiet=True ): """ Yields an iterator onto tuples ``(cluster_label, cluster_particles)``, where ``cluster_label`` is an `int` identify...

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39.8

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def view_isometric(self): """ Resets the camera to a default isometric view showing all the actors in the scene. """ self.camera_position = self.get_default_cam_pos() self.camera_set = False return self.reset_camera()

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def __train(self, n_clusters=4): """ Calculate cluster's centroids and standard deviations. If there are at least the number of threshold rows \ then: * Observations will be normalised. * Standard deviations will be returned. * Clusters will be retu...

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def get_queryset(self): """ Returns a queryset of models for the month requested """ qs = super(BaseCalendarMonthView, self).get_queryset() year = self.get_year() month = self.get_month() date_field = self.get_date_field() end_date_field = self.get_end_d...

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def _eval_progress(self, match): ''' Runs the user-supplied progress calculation rule ''' _locals = {k: safe_float(v) for k, v in match.groupdict().items()} if "x" not in _locals: _locals["x"] = [safe_float(x) for x in match.groups()] try: ...

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def copy_all_lines_from_to(inputFile, outputFile): """Copy all lines from an input file object to an output file object.""" currentLine = inputFile.readline() while currentLine: outputFile.write(currentLine) currentLine = inputFile.readline()

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44.166667

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def _get_mft_zone_size(self, num_clusters, mft_zone_multiplier=1): """Returns mft zone size in clusters. From ntfs_progs.1.22.""" sizes = { 4: num_clusters >> 1, # 50% 3: (num_clusters * 3) >> 3, # 37,5% 2: num_clusters >> 2, # 25% ...

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def is_intersection(g, n): """ Determine if a node is an intersection graph: 1 -->-- 2 -->-- 3 >>> is_intersection(g, 2) False graph: 1 -- 2 -- 3 | 4 >>> is_intersection(g, 2) True Parameters ---------- g : networkx DiGraph n : node id R...

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def Construct(self): # pylint: disable-msg=C0103 """Construct nuSTORM from a GDML file""" # Parse the GDML self.world = self.gdml_parser.GetWorldVolume() # Create sensitive detector self.sensitive_detector = ScintSD() # Get logical volume for X view, then attach SD ...

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def change_env(name, val): """ Args: name(str), val(str): Returns: a context where the environment variable ``name`` being set to ``val``. It will be set back after the context exits. """ oldval = os.environ.get(name, None) os.environ[name] = val yield if oldval ...

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def getslide(self,slide_num): """ Return the triggers with a specific slide number. @param slide_num: the slide number to recover (contained in the event_id) """ slideTrigs = self.copy() slideTrigs.extend(row for row in self if row.get_slide_number() == slide_num) return slideTrigs

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def login(token, apikey, username, password): """ Login to FloydHub. """ if manual_login_success(token, username, password): return if not apikey: if has_browser(): apikey = wait_for_apikey() else: floyd_logger.error( "No browser found...

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def add(self, name, func): ''' Attach a callback to a hook. ''' if name not in self.hooks: raise ValueError("Unknown hook name %s" % name) was_empty = self._empty() self.hooks[name].append(func) if self.app and was_empty and not self._empty(): self.app.reset()

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def NdarrayToEntry(self, x): """Converts an ndarray to the Entry format.""" row_counts = [] for row in x: try: rc = np.count_nonzero(~np.isnan(row)) if rc != 0: row_counts.append(rc) except TypeError: try: row_counts.append(row.size) except Att...

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def iscomplete(rawmessage): """Test if the raw message is a complete message.""" if len(rawmessage) < 2: return False if rawmessage[0] != 0x02: raise ValueError('message does not start with 0x02') messageBuffer = bytearray() filler = bytearray(30) messageBuffer.extend(rawmessag...

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def tables_(self) -> list: """Return a list of the existing tables in a database :return: list of the table names :rtype: list :example: ``tables = ds.tables_()`` """ if self._check_db() == False: return try: return self._tables() ...

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def save(self, path, key, format, data): """Save a newly generated thumbnail. path: path of the source image key: key of the thumbnail format: thumbnail's file extension data: thumbnail's binary data """ thumbpath =...

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