kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def apply_config(self, config): """ Applies config """ self.hash_name = config['hash_name'] self.dim = config['dim'] self.bin_width = config['bin_width'] self.projection_count = config['projection_count'] self.components = config['components']	[ "def", "apply_config", "(", "self", ",", "config", ")", ":", "self", ".", "hash_name", "=", "config", "[", "'hash_name'", "]", "self", ".", "dim", "=", "config", "[", "'dim'", "]", "self", ".", "bin_width", "=", "config", "[", "'bin_width'", "]", "self...	33.222222	7.444444
def get_remote_mgmt_addr(self, tlv_data): """Returns Remote Mgmt Addr from the TLV. """ ret, parsed_val = self._check_common_tlv_format( tlv_data, "IPv4:", "Management Address TLV") if not ret: return None addr_fam = 'IPv4:' addr = parsed_val[1].split('\n'...	[ "def", "get_remote_mgmt_addr", "(", "self", ",", "tlv_data", ")", ":", "ret", ",", "parsed_val", "=", "self", ".", "_check_common_tlv_format", "(", "tlv_data", ",", "\"IPv4:\"", ",", "\"Management Address TLV\"", ")", "if", "not", "ret", ":", "return", "None", ...	39.444444	11.777778
def remove_group_roles(request, group, domain=None, project=None): """Removes all roles from a group on a domain or project.""" client = keystoneclient(request, admin=True) roles = client.roles.list(group=group, domain=domain, project=project) for role in roles: remove_group_role(request, role=r...	[ "def", "remove_group_roles", "(", "request", ",", "group", ",", "domain", "=", "None", ",", "project", "=", "None", ")", ":", "client", "=", "keystoneclient", "(", "request", ",", "admin", "=", "True", ")", "roles", "=", "client", ".", "roles", ".", "l...	56	17.714286
def parse_package_for_version(name): """ Searches for a variable named __version__ in name's __init__.py file and returns the value. This function parses the source text. It does not load the module. """ from utool import util_regex init_fpath = join(name, '__init__.py') version_errmsg ...	[ "def", "parse_package_for_version", "(", "name", ")", ":", "from", "utool", "import", "util_regex", "init_fpath", "=", "join", "(", "name", ",", "'__init__.py'", ")", "version_errmsg", "=", "textwrap", ".", "dedent", "(", "'''\n You must include a __version__ v...	38.848485	10.363636
def electric_field_amplitude_gaussian(P, sigmax, sigmay=None, Omega=1.0e6, units="ad-hoc"): """Return the amplitude of the electric field for a Gaussian beam. This the amplitude at the center of a laser beam of power P (in Watts) and\ a Gaussian intensity distributio...	[ "def", "electric_field_amplitude_gaussian", "(", "P", ",", "sigmax", ",", "sigmay", "=", "None", ",", "Omega", "=", "1.0e6", ",", "units", "=", "\"ad-hoc\"", ")", ":", "e0", "=", "hbar", "", "Omega", "/", "(", "e", "", "a0", ")", "# This is the electri...	40.047619	23.428571
def diff(file_, imports): """Display the difference between modules in a file and imported modules.""" modules_not_imported = compare_modules(file_, imports) logging.info("The following modules are in {} but do not seem to be imported: " "{}".format(file_, ", ".join(x for x in modules_not_...	[ "def", "diff", "(", "file_", ",", "imports", ")", ":", "modules_not_imported", "=", "compare_modules", "(", "file_", ",", "imports", ")", "logging", ".", "info", "(", "\"The following modules are in {} but do not seem to be imported: \"", "\"{}\"", ".", "format", "(",...	54.333333	26
def parse(file_path): """Return a decoded API to the data from a file path. :param file_path: the input file path. Data is not entropy compressed (e.g. gzip) :return an API to decoded data """ newDecoder = MMTFDecoder() with open(file_path, "rb") as fh: newDecoder.decode_data(_unpack(fh)) ...	[ "def", "parse", "(", "file_path", ")", ":", "newDecoder", "=", "MMTFDecoder", "(", ")", "with", "open", "(", "file_path", ",", "\"rb\"", ")", "as", "fh", ":", "newDecoder", ".", "decode_data", "(", "_unpack", "(", "fh", ")", ")", "return", "newDecoder" ]	36.888889	15.444444
def get_scan_parameters_table_from_meta_data(meta_data_array, scan_parameters=None): '''Takes the meta data array and returns the scan parameter values as a view of a numpy array only containing the parameter data . Parameters ---------- meta_data_array : numpy.ndarray The array with the scan pa...	[ "def", "get_scan_parameters_table_from_meta_data", "(", "meta_data_array", ",", "scan_parameters", "=", "None", ")", ":", "if", "scan_parameters", "is", "None", ":", "try", ":", "last_not_parameter_column", "=", "meta_data_array", ".", "dtype", ".", "names", ".", "i...	45.931034	35.034483
def render_region(widget=None, request=None, view=None, page=None, region=None): """returns rendered content this is not too clear and little tricky, because external apps needs calling process method """ # change the request if not isinstance(request, dict): request.q...	[ "def", "render_region", "(", "widget", "=", "None", ",", "request", "=", "None", ",", "view", "=", "None", ",", "page", "=", "None", ",", "region", "=", "None", ")", ":", "# change the request", "if", "not", "isinstance", "(", "request", ",", "dict", "...	31.92	21.56
def interleave_keys(a, b): """Interleave bits from two sort keys to form a joint sort key. Examples that are similar in both of the provided keys will have similar values for the key defined by this function. Useful for tasks with two text fields like machine translation or natural language inference. ...	[ "def", "interleave_keys", "(", "a", ",", "b", ")", ":", "def", "interleave", "(", "args", ")", ":", "return", "''", ".", "join", "(", "[", "x", "for", "t", "in", "zip", "(", "*", "args", ")", "for", "x", "in", "t", "]", ")", "return", "int", ...	48.2	22.6
def get_token_accuracy(targets, outputs, ignore_index=None): """ Get the accuracy token accuracy between two tensors. Args: targets (1 - 2D :class:`torch.Tensor`): Target or true vector against which to measure saccuracy outputs (1 - 3D :class:`torch.Tensor`): Prediction or output vector ...	[ "def", "get_token_accuracy", "(", "targets", ",", "outputs", ",", "ignore_index", "=", "None", ")", ":", "n_correct", "=", "0.0", "n_total", "=", "0.0", "for", "target", ",", "output", "in", "zip", "(", "targets", ",", "outputs", ")", ":", "if", "not", ...	34.9	23.98
def _wait_new_conf(self): """Ask the daemon to drop its configuration and wait for a new one :return: None """ with self.app.conf_lock: logger.debug("My Arbiter wants me to wait for a new configuration.") # Clear can occur while setting up a new conf and lead to ...	[ "def", "_wait_new_conf", "(", "self", ")", ":", "with", "self", ".", "app", ".", "conf_lock", ":", "logger", ".", "debug", "(", "\"My Arbiter wants me to wait for a new configuration.\"", ")", "# Clear can occur while setting up a new conf and lead to error.", "self", ".", ...	39.2	16.5
def prettyprint(d): """Print dicttree in Json-like format. keys are sorted """ print(json.dumps(d, sort_keys=True, indent=4, separators=("," , ": ")))	[ "def", "prettyprint", "(", "d", ")", ":", "print", "(", "json", ".", "dumps", "(", "d", ",", "sort_keys", "=", "True", ",", "indent", "=", "4", ",", "separators", "=", "(", "\",\"", ",", "\": \"", ")", ")", ")" ]	39.2	9
def SetServerInformation(self, server, port): """Set the server information. Args: server (str): IP address or hostname of the server. port (int): Port number of the server. """ self._host = server self._port = port logger.debug('Elasticsearch server: {0!s} port: {1:d}'.format( ...	[ "def", "SetServerInformation", "(", "self", ",", "server", ",", "port", ")", ":", "self", ".", "_host", "=", "server", "self", ".", "_port", "=", "port", "logger", ".", "debug", "(", "'Elasticsearch server: {0!s} port: {1:d}'", ".", "format", "(", "server", ...	29.818182	16.090909
def separable_approx(h, N=1): """ finds the k-th rank approximation to h, where k = 1..N similar to separable_series Parameters ---------- h: ndarray input array (2 or 2 dimensional) N: int order of approximation Returns ------- all N apprxoimations res[i],...	[ "def", "separable_approx", "(", "h", ",", "N", "=", "1", ")", ":", "if", "h", ".", "ndim", "==", "2", ":", "return", "_separable_approx2", "(", "h", ",", "N", ")", "elif", "h", ".", "ndim", "==", "3", ":", "return", "_separable_approx3", "(", "h", ...	22.791667	21.291667
def unfreeze_extensions(self): """Remove a previously frozen list of extensions.""" output_path = os.path.join(_registry_folder(), 'frozen_extensions.json') if not os.path.isfile(output_path): raise ExternalError("There is no frozen extension list") os.remove(output_path) ...	[ "def", "unfreeze_extensions", "(", "self", ")", ":", "output_path", "=", "os", ".", "path", ".", "join", "(", "_registry_folder", "(", ")", ",", "'frozen_extensions.json'", ")", "if", "not", "os", ".", "path", ".", "isfile", "(", "output_path", ")", ":", ...	40.222222	20.222222
def _set_interface_fe(self, v, load=False): """ Setter method for interface_fe, mapped from YANG variable /rule/command/interface_fe (container) If this variable is read-only (config: false) in the source YANG file, then _set_interface_fe is considered as a private method. Backends looking to popula...	[ "def", "_set_interface_fe", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "b...	74.772727	34.5
def delete_repository_method(namespace, name, snapshot_id): """Redacts a method and all of its associated configurations. The method should exist in the methods repository. Args: namespace (str): Methods namespace method (str): method name snapshot_id (int): snapshot_id of the meth...	[ "def", "delete_repository_method", "(", "namespace", ",", "name", ",", "snapshot_id", ")", ":", "uri", "=", "\"methods/{0}/{1}/{2}\"", ".", "format", "(", "namespace", ",", "name", ",", "snapshot_id", ")", "return", "__delete", "(", "uri", ")" ]	34.933333	22.4
def get_absolute_url(self): """ Returns absolute URL for the category. """ if not self.tree_parent_id: url = reverse('root_homepage') else: url = reverse('category_detail', kwargs={'category' : self.tree_path}) if self.site_id != settings.SITE_ID: ...	[ "def", "get_absolute_url", "(", "self", ")", ":", "if", "not", "self", ".", "tree_parent_id", ":", "url", "=", "reverse", "(", "'root_homepage'", ")", "else", ":", "url", "=", "reverse", "(", "'category_detail'", ",", "kwargs", "=", "{", "'category'", ":",...	37.25	13.25
def get_readable_filesize(size): """get_readable_filesize(size) -> filesize -- return human readable filesize from given size in bytes. """ if(size < 1024): return str(size)+' bytes' temp = size/1024.0 level = 1 while(temp >= 1024 and level< 3): temp = temp/1024 level += 1 if(level == 1): return str(ro...	[ "def", "get_readable_filesize", "(", "size", ")", ":", "if", "(", "size", "<", "1024", ")", ":", "return", "str", "(", "size", ")", "+", "' bytes'", "temp", "=", "size", "/", "1024.0", "level", "=", "1", "while", "(", "temp", ">=", "1024", "and", "...	24.470588	15.117647
def update_filter(self, filter_id, name=None, description=None, jql=None, favourite=None): """Update a filter and return a filter Resource for it. :param name: name of the new filter :type name: Optional[str] :param description: useful human r...	[ "def", "update_filter", "(", "self", ",", "filter_id", ",", "name", "=", "None", ",", "description", "=", "None", ",", "jql", "=", "None", ",", "favourite", "=", "None", ")", ":", "filter", "=", "self", ".", "filter", "(", "filter_id", ")", "data", "...	41.75	16.75
def _get_base(server_certificate, conn): """Fetch the base IAM Server Certificate.""" server_certificate['_version'] = 1 # Get the initial cert details: cert_details = get_server_certificate_api(server_certificate['ServerCertificateName'], conn) if cert_details: server_certificate.upda...	[ "def", "_get_base", "(", "server_certificate", ",", "", "", "conn", ")", ":", "server_certificate", "[", "'_version'", "]", "=", "1", "# Get the initial cert details:", "cert_details", "=", "get_server_certificate_api", "(", "server_certificate", "[", "'ServerCertific...	47.411765	30.235294
def _parse_01(ofiles, individual=False): """ a subfunction for summarizing results """ ## parse results from outfiles cols = [] dats = [] for ofile in ofiles: ## parse file with open(ofile) as infile: dat = infile.read() lastbits = dat.split(".mcmc.txt...	[ "def", "_parse_01", "(", "ofiles", ",", "individual", "=", "False", ")", ":", "## parse results from outfiles", "cols", "=", "[", "]", "dats", "=", "[", "]", "for", "ofile", "in", "ofiles", ":", "## parse file", "with", "open", "(", "ofile", ")", "as", "...	30.085106	15.893617
def get_conversations(self): """ Returns list of Conversation objects """ cs = self.data["data"] res = [] for c in cs: res.append(Conversation(c)) return res	[ "def", "get_conversations", "(", "self", ")", ":", "cs", "=", "self", ".", "data", "[", "\"data\"", "]", "res", "=", "[", "]", "for", "c", "in", "cs", ":", "res", ".", "append", "(", "Conversation", "(", "c", ")", ")", "return", "res" ]	24.222222	10.444444
def get_artists(self, search, start=0, max_items=100): """Search for artists. See get_music_service_information for details on the arguments """ return self.get_music_service_information('artists', search, start, max_items)	[ "def", "get_artists", "(", "self", ",", "search", ",", "start", "=", "0", ",", "max_items", "=", "100", ")", ":", "return", "self", ".", "get_music_service_information", "(", "'artists'", ",", "search", ",", "start", ",", "max_items", ")" ]	42.857143	19.857143
def slugify(value, separator='-', max_length=0, word_boundary=False, entities=True, decimal=True, hexadecimal=True): '''Normalizes string, removes non-alpha characters, and converts spaces to ``separator`` character ''' value = normalize('NFKD', to_string(value, 'utf-8', 'ignore')) if un...	[ "def", "slugify", "(", "value", ",", "separator", "=", "'-'", ",", "max_length", "=", "0", ",", "word_boundary", "=", "False", ",", "entities", "=", "True", ",", "decimal", "=", "True", ",", "hexadecimal", "=", "True", ")", ":", "value", "=", "normaliz...	28.386364	22.25
def remove(coll, value): """Remove all the occurrences of a given value :param coll: a collection :param value: the value to remove :returns: a list >>> data = ('NA', 0, 1, 'NA', 1, 2, 3, 'NA', 5) >>> remove(data, 'NA') (0, 1, 1, 2, 3, 5) """ coll_class = coll.__class__ return...	[ "def", "remove", "(", "coll", ",", "value", ")", ":", "coll_class", "=", "coll", ".", "__class__", "return", "coll_class", "(", "x", "for", "x", "in", "coll", "if", "x", "!=", "value", ")" ]	24.928571	16.714286
def import_bundles(self, dir, detach=False, force=False): """ Import bundles from a directory :param dir: :return: """ import yaml fs = fsopendir(dir) bundles = [] for f in fs.walkfiles(wildcard='bundle.yaml'): self.logger.info('V...	[ "def", "import_bundles", "(", "self", ",", "dir", ",", "detach", "=", "False", ",", "force", "=", "False", ")", ":", "import", "yaml", "fs", "=", "fsopendir", "(", "dir", ")", "bundles", "=", "[", "]", "for", "f", "in", "fs", ".", "walkfiles", "(",...	29.25	24.75
def from_string(string): """ Construct an AdfKey object from the string. Parameters ---------- string : str A string. Returns ------- adfkey : AdfKey An AdfKey object recovered from the string. Raises ------ ...	[ "def", "from_string", "(", "string", ")", ":", "def", "is_float", "(", "s", ")", ":", "if", "'.'", "in", "s", "or", "'E'", "in", "s", "or", "'e'", "in", "s", ":", "return", "True", "else", ":", "return", "False", "if", "string", ".", "find", "(",...	29.985294	18.279412
def _extract_pc(d, root, pc, whichtables): """ Extract all data from a PaleoData dictionary. :param dict d: PaleoData dictionary :param dict root: Time series root data :param str pc: paleoData or chronData :param str whichtables: all, meas, summ, or ens :return list _ts: Time series """...	[ "def", "_extract_pc", "(", "d", ",", "root", ",", "pc", ",", "whichtables", ")", ":", "logger_ts", ".", "info", "(", "\"enter extract_pc\"", ")", "_ts", "=", "[", "]", "try", ":", "# For each table in pc", "for", "k", ",", "v", "in", "d", "[", "pc", ...	53.268293	23.512195
def setitem(self, indexer, value): """Set the value inplace, returning a same-typed block. This differs from Block.setitem by not allowing setitem to change the dtype of the Block. Parameters ---------- indexer : tuple, list-like, array-like, slice The subse...	[ "def", "setitem", "(", "self", ",", "indexer", ",", "value", ")", ":", "if", "isinstance", "(", "indexer", ",", "tuple", ")", ":", "# we are always 1-D", "indexer", "=", "indexer", "[", "0", "]", "check_setitem_lengths", "(", "indexer", ",", "value", ",", ...	26.862069	19.551724
def create( self, request, parent_lookup_seedteam=None, parent_lookup_seedteam__organization=None): '''Add a permission to a team.''' team = self.check_team_permissions( request, parent_lookup_seedteam, parent_lookup_seedteam__organization) serial...	[ "def", "create", "(", "self", ",", "request", ",", "parent_lookup_seedteam", "=", "None", ",", "parent_lookup_seedteam__organization", "=", "None", ")", ":", "team", "=", "self", ".", "check_team_permissions", "(", "request", ",", "parent_lookup_seedteam", ",", "p...	47.076923	17.692308
def _create_body(self, name, img=None, cont=None, img_format=None, img_name=None): """ Used to create a new task. Since tasks don't have names, the required 'name' parameter is used for the type of task: 'import' or 'export'. """ img = utils.get_id(img) cont =...	[ "def", "_create_body", "(", "self", ",", "name", ",", "img", "=", "None", ",", "cont", "=", "None", ",", "img_format", "=", "None", ",", "img_name", "=", "None", ")", ":", "img", "=", "utils", ".", "get_id", "(", "img", ")", "cont", "=", "utils", ...	40.1	15.4
def setLinkQuality(self, EUIadr, LinkQuality): """set custom LinkQualityIn for all receiving messages from the specified EUIadr Args: EUIadr: a given extended address LinkQuality: a given custom link quality link quality/link margin mapping table ...	[ "def", "setLinkQuality", "(", "self", ",", "EUIadr", ",", "LinkQuality", ")", ":", "print", "'%s call setLinkQuality'", "%", "self", ".", "port", "print", "EUIadr", "print", "LinkQuality", "try", ":", "# process EUIadr", "euiHex", "=", "hex", "(", "EUIadr", ")...	36.810811	14.081081
def cache_all(self): """Cache all available man pages""" respond = input( 'By default, cppman fetches pages on-the-fly if corresponding ' 'page is not found in the cache. The "cache-all" option is only ' 'useful if you want to view man pages offline. ' ...	[ "def", "cache_all", "(", "self", ")", ":", "respond", "=", "input", "(", "'By default, cppman fetches pages on-the-fly if corresponding '", "'page is not found in the cache. The \"cache-all\" option is only '", "'useful if you want to view man pages offline. '", "'Caching all contents will...	33.509804	19.529412
def file_handle(fnh, mode="rU"): """ Takes either a file path or an open file handle, checks validity and returns an open file handle or raises an appropriate Exception. :type fnh: str :param fnh: It is the full path to a file, or open file handle :type mode: str :param mode: The way in wh...	[ "def", "file_handle", "(", "fnh", ",", "mode", "=", "\"rU\"", ")", ":", "handle", "=", "None", "if", "isinstance", "(", "fnh", ",", "file", ")", ":", "if", "fnh", ".", "closed", ":", "raise", "ValueError", "(", "\"Input file is closed.\"", ")", "handle",...	31.347826	22.391304
def mel_frequencies(n_mels=128, fmin=0.0, fmax=11025.0, htk=False): """Compute an array of acoustic frequencies tuned to the mel scale. The mel scale is a quasi-logarithmic function of acoustic frequency designed such that perceptually similar pitch intervals (e.g. octaves) appear equal in width over t...	[ "def", "mel_frequencies", "(", "n_mels", "=", "128", ",", "fmin", "=", "0.0", ",", "fmax", "=", "11025.0", ",", "htk", "=", "False", ")", ":", "# 'Center freqs' of mel bands - uniformly spaced between limits", "min_mel", "=", "hz_to_mel", "(", "fmin", ",", "htk"...	38.211765	26.635294
def SLICE(array, n, position=None): """ Returns a subset of an array. See https://docs.mongodb.com/manual/reference/operator/aggregation/slice/ for more details :param array: Any valid expression as long as it resolves to an array. :param n: Any valid expression as long as it resolves to an inte...	[ "def", "SLICE", "(", "array", ",", "n", ",", "position", "=", "None", ")", ":", "return", "{", "'$slice'", ":", "[", "array", ",", "position", ",", "n", "]", "}", "if", "position", "is", "not", "None", "else", "{", "'$slice'", ":", "[", "array", ...	49.272727	22.363636
def nvmlDeviceGetTemperatureThreshold(handle, threshold): r""" /** * Retrieves the temperature threshold for the GPU with the specified threshold type in degrees C. * * For Kepler &tm; or newer fully supported devices. * * See \ref nvmlTemperatureThresholds_t for details on available te...	[ "def", "nvmlDeviceGetTemperatureThreshold", "(", "handle", ",", "threshold", ")", ":", "c_temp", "=", "c_uint", "(", ")", "fn", "=", "_nvmlGetFunctionPointer", "(", "\"nvmlDeviceGetTemperatureThreshold\"", ")", "ret", "=", "fn", "(", "handle", ",", "_nvmlTemperature...	57	36.518519
def K_lift_check_valve_Crane(D1, D2, fd=None, angled=True): r'''Returns the loss coefficient for a lift check valve as shown in [1]_. If β = 1: .. math:: K = K_1 = K_2 = N\cdot f_d Otherwise: .. math:: K_2 = \frac{K + \left[0.5(1-\beta^2) + (1-\beta^2)...	[ "def", "K_lift_check_valve_Crane", "(", "D1", ",", "D2", ",", "fd", "=", "None", ",", "angled", "=", "True", ")", ":", "beta", "=", "D1", "/", "D2", "if", "fd", "is", "None", ":", "fd", "=", "ft_Crane", "(", "D2", ")", "if", "angled", ":", "K1", ...	28.184615	27.323077
def get_vnetwork_dvpgs_output_vnetwork_dvpgs_dvs_nn(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_vnetwork_dvpgs = ET.Element("get_vnetwork_dvpgs") config = get_vnetwork_dvpgs output = ET.SubElement(get_vnetwork_dvpgs, "output") vne...	[ "def", "get_vnetwork_dvpgs_output_vnetwork_dvpgs_dvs_nn", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "get_vnetwork_dvpgs", "=", "ET", ".", "Element", "(", "\"get_vnetwork_dvpgs\"", ")", "config", ...	42.461538	14.230769
def run(self, bin, args, *kwargs): """ Run a command inside the Python environment. """ bin = self._bin(bin) cmd = [bin] + list(args) shell = kwargs.get("shell", False) call = kwargs.pop("call", False) input_ = kwargs.pop("input_", None) if she...	[ "def", "run", "(", "self", ",", "bin", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "bin", "=", "self", ".", "_bin", "(", "bin", ")", "cmd", "=", "[", "bin", "]", "+", "list", "(", "args", ")", "shell", "=", "kwargs", ".", "get", "(...	29.72973	14.918919
def _adaptSynapses(self, inputVector, activeColumns, overlaps): """ The primary method in charge of learning. Adapts the permanence values of the synapses based on the input vector, and the chosen columns after inhibition round. Permanence values are increased for synapses connected to input bits th...	[ "def", "_adaptSynapses", "(", "self", ",", "inputVector", ",", "activeColumns", ",", "overlaps", ")", ":", "inputIndices", "=", "np", ".", "where", "(", "inputVector", ">", "0", ")", "[", "0", "]", "permChanges", "=", "np", ".", "zeros", "(", "self", "...	46.535714	19.75
def mtf_image_transformer_base_single(): """Small single parameters.""" hparams = mtf_image_transformer_base() hparams.num_decoder_layers = 6 hparams.filter_size = 256 hparams.block_length = 128 hparams.mesh_shape = "" hparams.layout = "" return hparams	[ "def", "mtf_image_transformer_base_single", "(", ")", ":", "hparams", "=", "mtf_image_transformer_base", "(", ")", "hparams", ".", "num_decoder_layers", "=", "6", "hparams", ".", "filter_size", "=", "256", "hparams", ".", "block_length", "=", "128", "hparams", "."...	29	10.111111
def search_all(self, limit=50, format='json'): ''' Returns a single list containing up to 'limit' Result objects''' desired_limit = limit results = self._search(limit, format) limit = limit - len(results) while len(results) < desired_limit: more_results = self._search...	[ "def", "search_all", "(", "self", ",", "limit", "=", "50", ",", "format", "=", "'json'", ")", ":", "desired_limit", "=", "limit", "results", "=", "self", ".", "_search", "(", "limit", ",", "format", ")", "limit", "=", "limit", "-", "len", "(", "resul...	39.153846	11.461538
def update_ff(self, ff, mol2=False, force_ff_assign=False): """Manages assigning the force field parameters. The aim of this method is to avoid unnecessary assignment of the force field. Parameters ---------- ff: BuffForceField The force field to be used for...	[ "def", "update_ff", "(", "self", ",", "ff", ",", "mol2", "=", "False", ",", "force_ff_assign", "=", "False", ")", ":", "aff", "=", "False", "if", "force_ff_assign", ":", "aff", "=", "True", "elif", "'assigned_ff'", "not", "in", "self", ".", "tags", ":"...	32.384615	17.5
def enterTuple(self, tuple, path): """Called for every tuple. If this returns False, the elements of the tuple will not be recursed over and leaveTuple() will not be called. """ if skip_name(path): return False node = Node(path, tuple) if self.condition.matches(node): self.unord...	[ "def", "enterTuple", "(", "self", ",", "tuple", ",", "path", ")", ":", "if", "skip_name", "(", "path", ")", ":", "return", "False", "node", "=", "Node", "(", "path", ",", "tuple", ")", "if", "self", ".", "condition", ".", "matches", "(", "node", ")...	27.692308	14.846154
def atomic_sa(self, i): r"""Calculate atomic surface area. :type i: int :param i: atom index :rtype: float """ sa = 4.0 * np.pi * self.rads2[i] neighbors = self.neighbors.get(i) if neighbors is None: return sa XYZi = self.xyzs[i, n...	[ "def", "atomic_sa", "(", "self", ",", "i", ")", ":", "sa", "=", "4.0", "", "np", ".", "pi", "", "self", ".", "rads2", "[", "i", "]", "neighbors", "=", "self", ".", "neighbors", ".", "get", "(", "i", ")", "if", "neighbors", "is", "None", ":", ...	23.464286	19.071429
def _mount_points(self): """ Returns map {volume_id: mount_point} """ diskutil_ls = subprocess.Popen( ["diskutil", "list", "-plist"], stdout=subprocess.PIPE ) disks = _plist_from_popen(diskutil_ls) return { disk["DeviceIdentifier"]: disk.get("MountPoint",...	[ "def", "_mount_points", "(", "self", ")", ":", "diskutil_ls", "=", "subprocess", ".", "Popen", "(", "[", "\"diskutil\"", ",", "\"list\"", ",", "\"-plist\"", "]", ",", "stdout", "=", "subprocess", ".", "PIPE", ")", "disks", "=", "_plist_from_popen", "(", "d...	34.636364	19.545455
def set_parameter(name, parameter, value, path=None): ''' Set the value of a cgroup parameter for a container. path path to the container parent directory default: /var/lib/lxc (system) .. versionadded:: 2015.8.0 CLI Example: .. code-block:: bash salt '*' lxc.set...	[ "def", "set_parameter", "(", "name", ",", "parameter", ",", "value", ",", "path", "=", "None", ")", ":", "if", "not", "exists", "(", "name", ",", "path", "=", "path", ")", ":", "return", "None", "cmd", "=", "'lxc-cgroup'", "if", "path", ":", "cmd", ...	24.071429	22.857143
def _build_argspec(self): """Builds the ansible argument spec using the fields from the schema definition. It's the caller's responsibility to add any arguments which are not defined in the schema (e.g. login parameters) """ fields = self.manager._schema.fields argspec = ...	[ "def", "_build_argspec", "(", "self", ")", ":", "fields", "=", "self", ".", "manager", ".", "_schema", ".", "fields", "argspec", "=", "{", "}", "for", "(", "field_name", ",", "field", ")", "in", "six", ".", "iteritems", "(", "fields", ")", ":", "# Re...	35.36	19.72
def log_repo_action(func): """ Log all repo actions to .dgit/log.json """ def _inner(args, kwargs): result = func(args, *kwargs) log_action(func, result, args, **kwargs) return result _inner.__name__ = func.__name__ _inner.__doc__ = fun...	[ "def", "log_repo_action", "(", "func", ")", ":", "def", "_inner", "(", "", "args", ",", "", "", "kwargs", ")", ":", "result", "=", "func", "(", "", "args", ",", "", "", "kwargs", ")", "log_action", "(", "func", ",", "result", ",", "*", "arg...	25.769231	12.076923
def get_matching_symbols_pairs(self, cursor, opening_symbol, closing_symbol, backward=False): """ Returns the cursor for matching given symbols pairs. :param cursor: Cursor to match from. :type cursor: QTextCursor :param opening_symbol: Opening symbol. :type opening_symb...	[ "def", "get_matching_symbols_pairs", "(", "self", ",", "cursor", ",", "opening_symbol", ",", "closing_symbol", ",", "backward", "=", "False", ")", ":", "if", "cursor", ".", "hasSelection", "(", ")", ":", "start_position", "=", "cursor", ".", "selectionEnd", "(...	46.297297	25.918919
def make_wheelfile_inner(base_name, base_dir='.'): """Create a whl file from all the files under 'base_dir'. Places .dist-info at the end of the archive.""" zip_filename = base_name + ".whl" log.info("creating '%s' and adding '%s' to it", zip_filename, base_dir) # Some applications need reproduc...	[ "def", "make_wheelfile_inner", "(", "base_name", ",", "base_dir", "=", "'.'", ")", ":", "zip_filename", "=", "base_name", "+", "\".whl\"", "log", ".", "info", "(", "\"creating '%s' and adding '%s' to it\"", ",", "zip_filename", ",", "base_dir", ")", "# Some applicat...	36.056604	18.735849
def load_checkers(): """Load the checkers""" for loader, name, _ in pkgutil.iter_modules([os.path.join(__path__[0], 'checkers')]): loader.find_module(name).load_module(name)	[ "def", "load_checkers", "(", ")", ":", "for", "loader", ",", "name", ",", "_", "in", "pkgutil", ".", "iter_modules", "(", "[", "os", ".", "path", ".", "join", "(", "__path__", "[", "0", "]", ",", "'checkers'", ")", "]", ")", ":", "loader", ".", "...	46.5	19.75
def ifftm(wave, npoints=None, indep_min=None, indep_max=None): r""" Return the magnitude of the inverse Fast Fourier Transform of a waveform. :param wave: Waveform :type wave: :py:class:`peng.eng.Waveform` :param npoints: Number of points to use in the transform. If npoints ...	[ "def", "ifftm", "(", "wave", ",", "npoints", "=", "None", ",", "indep_min", "=", "None", ",", "indep_max", "=", "None", ")", ":", "return", "abs", "(", "ifft", "(", "wave", ",", "npoints", ",", "indep_min", ",", "indep_max", ")", ")" ]	33.465116	24.372093
def AgregarDeduccion(self, codigo_concepto=None, detalle_aclaratorio=None, dias_almacenaje=None, precio_pkg_diario=None, comision_gastos_adm=None, base_calculo=None, alicuota=None, **kwargs): "Agrega la información refe...	[ "def", "AgregarDeduccion", "(", "self", ",", "codigo_concepto", "=", "None", ",", "detalle_aclaratorio", "=", "None", ",", "dias_almacenaje", "=", "None", ",", "precio_pkg_diario", "=", "None", ",", "comision_gastos_adm", "=", "None", ",", "base_calculo", "=", "...	56.733333	21
def shutdown(exiting_interpreter=False): """Disconnect the worker, and terminate processes started by ray.init(). This will automatically run at the end when a Python process that uses Ray exits. It is ok to run this twice in a row. The primary use case for this function is to cleanup state between tes...	[ "def", "shutdown", "(", "exiting_interpreter", "=", "False", ")", ":", "if", "exiting_interpreter", "and", "global_worker", ".", "mode", "==", "SCRIPT_MODE", ":", "# This is a duration to sleep before shutting down everything in order", "# to make sure that log messages finish pr...	40.542857	24.514286
def make_executable(script_path): """Make `script_path` executable. :param script_path: The file to change """ status = os.stat(script_path) os.chmod(script_path, status.st_mode \| stat.S_IEXEC)	[ "def", "make_executable", "(", "script_path", ")", ":", "status", "=", "os", ".", "stat", "(", "script_path", ")", "os", ".", "chmod", "(", "script_path", ",", "status", ".", "st_mode", "\|", "stat", ".", "S_IEXEC", ")" ]	29.714286	10.285714
def as_view(cls, view_type, init_args, *init_kwargs): """ Used for hooking up the all endpoints (including custom ones), this returns a wrapper function that creates a new instance of the resource class & calls the correct view method for it. :param view_type: Should be one of...	[ "def", "as_view", "(", "cls", ",", "view_type", ",", "", "init_args", ",", "", "", "init_kwargs", ")", ":", "@", "wraps", "(", "cls", ")", "def", "_wrapper", "(", "request", ",", "", "args", ",", "", "", "kwargs", ")", ":", "# Make a new instan...	38.384615	22
def _override_sugar(func): '''Use this decorator to override an attribute that is specified in blessings' sugar dict with your own function that adds some additional functionality. ''' attr_name = func.__name__ @property @wraps(func) def func_that_uses_terminal_sugar(self): func(...	[ "def", "_override_sugar", "(", "func", ")", ":", "attr_name", "=", "func", ".", "__name__", "@", "property", "@", "wraps", "(", "func", ")", "def", "func_that_uses_terminal_sugar", "(", "self", ")", ":", "func", "(", "self", ")", "return", "self", ".", "...	33.166667	18.666667
def dataset_status_cli(self, dataset, dataset_opt=None): """ wrapper for client for dataset_status, with additional dataset_opt to get the status of a dataset from the API Parameters ========== dataset_opt: an alternative to dataset """ dataset = ...	[ "def", "dataset_status_cli", "(", "self", ",", "dataset", ",", "dataset_opt", "=", "None", ")", ":", "dataset", "=", "dataset", "or", "dataset_opt", "return", "self", ".", "dataset_status", "(", "dataset", ")" ]	42	10.111111
def are_genes_in_api(my_clue_api_client, gene_symbols): """determine if genes are present in the API Args: my_clue_api_client: gene_symbols: collection of gene symbols to query the API with Returns: set of the found gene symbols """ if len(gene_symbols) > 0: query_gene_sym...	[ "def", "are_genes_in_api", "(", "my_clue_api_client", ",", "gene_symbols", ")", ":", "if", "len", "(", "gene_symbols", ")", ">", "0", ":", "query_gene_symbols", "=", "gene_symbols", "if", "type", "(", "gene_symbols", ")", "is", "list", "else", "list", "(", "...	35.909091	27.045455
def base36encode(number): """Converts an integer into a base36 string.""" ALPHABET = "0123456789abcdefghijklmnopqrstuvwxyz" base36 = '' sign = '' if number < 0: sign = '-' number = -number if 0 <= number < len(ALPHABET): return sign + ALPHABET[number] while numbe...	[ "def", "base36encode", "(", "number", ")", ":", "ALPHABET", "=", "\"0123456789abcdefghijklmnopqrstuvwxyz\"", "base36", "=", "''", "sign", "=", "''", "if", "number", "<", "0", ":", "sign", "=", "'-'", "number", "=", "-", "number", "if", "0", "<=", "number",...	21.1	21.65
def chk_qualifiers(self): """Check format of qualifier""" if self.name == 'id2gos': return for ntd in self.associations: # print(ntd) qual = ntd.Qualifier assert isinstance(qual, set), '{NAME}: QUALIFIER MUST BE A LIST: {NT}'.format( ...	[ "def", "chk_qualifiers", "(", "self", ")", ":", "if", "self", ".", "name", "==", "'id2gos'", ":", "return", "for", "ntd", "in", "self", ".", "associations", ":", "# print(ntd)", "qual", "=", "ntd", ".", "Qualifier", "assert", "isinstance", "(", "qual", "...	40.833333	12.916667
def tmdb_movies(api_key, id_tmdb, language="en-US", cache=True): """ Lookup a movie item using The Movie Database Online docs: developers.themoviedb.org/3/movies """ try: url = "https://api.themoviedb.org/3/movie/%d" % int(id_tmdb) except ValueError: raise MapiProviderException("id_...	[ "def", "tmdb_movies", "(", "api_key", ",", "id_tmdb", ",", "language", "=", "\"en-US\"", ",", "cache", "=", "True", ")", ":", "try", ":", "url", "=", "\"https://api.themoviedb.org/3/movie/%d\"", "%", "int", "(", "id_tmdb", ")", "except", "ValueError", ":", "...	40.111111	18.277778
def sort_return_tuples(response, *options): """ If ``groups`` is specified, return the response as a list of n-element tuples with n being the value found in options['groups'] """ if not response or not options['groups']: return response n = options['groups'] return list(zip([respo...	[ "def", "sort_return_tuples", "(", "response", ",", "", "", "options", ")", ":", "if", "not", "response", "or", "not", "options", "[", "'groups'", "]", ":", "return", "response", "n", "=", "options", "[", "'groups'", "]", "return", "list", "(", "zip", ...	38	12.444444
def exists(name, runas=None): ''' Query whether a VM exists .. versionadded:: 2016.11.0 :param str name: Name/ID of VM :param str runas: The user that the prlctl command will be run as Example: .. code-block:: bash salt '*' parallels.exists macvm runas=macdev ...	[ "def", "exists", "(", "name", ",", "runas", "=", "None", ")", ":", "vm_info", "=", "list_vms", "(", "name", ",", "info", "=", "True", ",", "runas", "=", "runas", ")", ".", "splitlines", "(", ")", "for", "info_line", "in", "vm_info", ":", "if", "'Na...	21.304348	24
def find_urls(self, site, frametype, gpsstart, gpsend, match=None, on_gaps='warn'): """Find all files of the given type in the [start, end) GPS interval. """ span = Segment(gpsstart, gpsend) cache = [e for e in self._read_ffl_cache(site, frametype) if e...	[ "def", "find_urls", "(", "self", ",", "site", ",", "frametype", ",", "gpsstart", ",", "gpsend", ",", "match", "=", "None", ",", "on_gaps", "=", "'warn'", ")", ":", "span", "=", "Segment", "(", "gpsstart", ",", "gpsend", ")", "cache", "=", "[", "e", ...	38.04	15.56
def execute_task(self, task, workflow_id, data=None): """ Celery task that runs a single task on a worker. Args: self (Task): Reference to itself, the celery task object. task (BaseTask): Reference to the task object that performs the work in its run() method. w...	[ "def", "execute_task", "(", "self", ",", "task", ",", "workflow_id", ",", "data", "=", "None", ")", ":", "start_time", "=", "datetime", ".", "utcnow", "(", ")", "store_doc", "=", "DataStore", "(", "", "", "self", ".", "app", ".", "user_options", "[",...	43.12766	20.5
def read_body(response, max_bytes=None): """Return a `Deferred` yielding at most max_bytes bytes from the body of a Twisted Web response, or the whole body if max_bytes is `None`.""" finished = Deferred() response.deliverBody(TruncatingReadBodyProtocol( response.code, response.phrase, ...	[ "def", "read_body", "(", "response", ",", "max_bytes", "=", "None", ")", ":", "finished", "=", "Deferred", "(", ")", "response", ".", "deliverBody", "(", "TruncatingReadBodyProtocol", "(", "response", ".", "code", ",", "response", ".", "phrase", ",", "finish...	44.25	12.375
def default_marshaller(obj): """ Retrieve the state of the given object. Calls the ``__getstate__()`` method of the object if available, otherwise returns the ``__dict__`` of the object. :param obj: the object to marshal :return: the marshalled object state """ if hasattr(obj, '__gets...	[ "def", "default_marshaller", "(", "obj", ")", ":", "if", "hasattr", "(", "obj", ",", "'__getstate__'", ")", ":", "return", "obj", ".", "__getstate__", "(", ")", "try", ":", "return", "obj", ".", "__dict__", "except", "AttributeError", ":", "raise", "TypeEr...	29.578947	19.789474
def lastElementChild(self) -> Optional[AbstractNode]: """Last Element child node. If this node has no element child, return None. """ for child in reversed(self.childNodes): # type: ignore if child.nodeType == Node.ELEMENT_NODE: return child return N...	[ "def", "lastElementChild", "(", "self", ")", "->", "Optional", "[", "AbstractNode", "]", ":", "for", "child", "in", "reversed", "(", "self", ".", "childNodes", ")", ":", "# type: ignore", "if", "child", ".", "nodeType", "==", "Node", ".", "ELEMENT_NODE", "...	35	15
def predict_withGradients(self, X): """ Returns the mean, standard deviation, mean gradient and standard deviation gradient at X for all the MCMC samples. """ if X.ndim==1: X = X[None,:] ps = self.model.param_array.copy() means = [] stds = [] dmdxs = [] ...	[ "def", "predict_withGradients", "(", "self", ",", "X", ")", ":", "if", "X", ".", "ndim", "==", "1", ":", "X", "=", "X", "[", "None", ",", ":", "]", "ps", "=", "self", ".", "model", ".", "param_array", ".", "copy", "(", ")", "means", "=", "[", ...	35.785714	12.071429
def estimate_gas( self, block_identifier, function: str, args, *kwargs, ) -> typing.Optional[int]: """Returns a gas estimate for the function with the given arguments or None if the function call will fail due to Insufficient funds or ...	[ "def", "estimate_gas", "(", "self", ",", "block_identifier", ",", "function", ":", "str", ",", "", "args", ",", "", "*", "kwargs", ",", ")", "->", "typing", ".", "Optional", "[", "int", "]", ":", "fn", "=", "getattr", "(", "self", ".", "contract", ...	43.775	20.925
def get_pmids(self): """Get list of all PMIDs associated with edges in the network.""" pmids = [] for ea in self._edge_attributes.values(): edge_pmids = ea.get('pmids') if edge_pmids: pmids += edge_pmids return list(set(pmids))	[ "def", "get_pmids", "(", "self", ")", ":", "pmids", "=", "[", "]", "for", "ea", "in", "self", ".", "_edge_attributes", ".", "values", "(", ")", ":", "edge_pmids", "=", "ea", ".", "get", "(", "'pmids'", ")", "if", "edge_pmids", ":", "pmids", "+=", "...	36.5	9.875
def unpack_rpc_response(status, response=None, rpc_id=0, address=0): """Unpack an RPC status back in to payload or exception.""" status_code = status & ((1 << 6) - 1) if address == 8: status_code &= ~(1 << 7) if status == 0: raise BusyRPCResponse() elif status == 2: raise ...	[ "def", "unpack_rpc_response", "(", "status", ",", "response", "=", "None", ",", "rpc_id", "=", "0", ",", "address", "=", "0", ")", ":", "status_code", "=", "status", "&", "(", "(", "1", "<<", "6", ")", "-", "1", ")", "if", "address", "==", "8", "...	28.086957	20.391304
def column_max_width(self, column_number): """Return the maximum width of a column based on the current terminal width. :param int column_number: The column number to query. :return: The max width of the column. :rtype: int """ inner_widths = max_dimensions(self.table_d...	[ "def", "column_max_width", "(", "self", ",", "column_number", ")", ":", "inner_widths", "=", "max_dimensions", "(", "self", ".", "table_data", ")", "[", "0", "]", "outer_border", "=", "2", "if", "self", ".", "outer_border", "else", "0", "inner_border", "=", ...	44.846154	19.230769
def load_data(self, sess, inputs, state_inputs): """Bulk loads the specified inputs into device memory. The shape of the inputs must conform to the shapes of the input placeholders this optimizer was constructed with. The data is split equally across all the devices. If the data is not...	[ "def", "load_data", "(", "self", ",", "sess", ",", "inputs", ",", "state_inputs", ")", ":", "if", "log_once", "(", "\"load_data\"", ")", ":", "logger", ".", "info", "(", "\"Training on concatenated sample batches:\\n\\n{}\\n\"", ".", "format", "(", "summarize", ...	44.305556	21.685185
def linear_least_squares(a, b, residuals=False): """ Return the least-squares solution to a linear matrix equation. Solves the equation `a x = b` by computing a vector `x` that minimizes the Euclidean 2-norm `\|\| b - a x \|\|^2`. The equation may be under-, well-, or over- determined (i.e., the number...	[ "def", "linear_least_squares", "(", "a", ",", "b", ",", "residuals", "=", "False", ")", ":", "# Copyright (c) 2013 Alexandre Drouin. All rights reserved.", "# From https://gist.github.com/aldro61/5889795", "from", "warnings", "import", "warn", "# from scipy.linalg.fblas impo...	41.547619	19.738095
def search(self, keyword, p_index=''): ''' perform searching. ''' if p_index == '' or p_index == '-1': current_page_number = 1 else: current_page_number = int(p_index) res_all = self.ysearch.get_all_num(keyword) results = self.ysearch.searc...	[ "def", "search", "(", "self", ",", "keyword", ",", "p_index", "=", "''", ")", ":", "if", "p_index", "==", "''", "or", "p_index", "==", "'-1'", ":", "current_page_number", "=", "1", "else", ":", "current_page_number", "=", "int", "(", "p_index", ")", "r...	34.83871	11.419355
def make_client(ip, port, authkey): """Create a manager to connect to our server manager :param ip: ip address of server :param port: port over which to server :param authkey: authorization key """ QueueManager.register('get_job_q') QueueManager.register('get_result_q') QueueManager.re...	[ "def", "make_client", "(", "ip", ",", "port", ",", "authkey", ")", ":", "QueueManager", ".", "register", "(", "'get_job_q'", ")", "QueueManager", ".", "register", "(", "'get_result_q'", ")", "QueueManager", ".", "register", "(", "'get_function'", ")", "QueueMa...	29.4375	12.875
def GetDisplayNameForPathSpec(self, path_spec): """Retrieves the display name for a path specification. Args: path_spec (dfvfs.PathSpec): path specification. Returns: str: human readable version of the path specification. """ return path_helper.PathHelper.GetDisplayNameForPathSpec( ...	[ "def", "GetDisplayNameForPathSpec", "(", "self", ",", "path_spec", ")", ":", "return", "path_helper", ".", "PathHelper", ".", "GetDisplayNameForPathSpec", "(", "path_spec", ",", "mount_path", "=", "self", ".", "_mount_path", ",", "text_prepend", "=", "self", ".", ...	35.181818	21.727273
def list(self, orgId=None, request_parameters): """List all licenses for a given organization. If no orgId is specified, the default is the organization of the authenticated user. Args: orgId(basestring): Specify the organization, by ID. request_parameters: ...	[ "def", "list", "(", "self", ",", "orgId", "=", "None", ",", "", "", "request_parameters", ")", ":", "check_type", "(", "orgId", ",", "basestring", ")", "params", "=", "dict_from_items_with_values", "(", "request_parameters", ",", "orgId", "=", "orgId", ","...	34.212121	24.30303
def Nor(xs, simplify=True): """Expression NOR (not OR) operator If simplify* is ``True``, return a simplified expression. """ xs = [Expression.box(x).node for x in xs] y = exprnode.not_(exprnode.or_(*xs)) if simplify: y = y.simplify() return _expr(y)	[ "def", "Nor", "(", "", "xs", ",", "simplify", "=", "True", ")", ":", "xs", "=", "[", "Expression", ".", "box", "(", "x", ")", ".", "node", "for", "x", "in", "xs", "]", "y", "=", "exprnode", ".", "not_", "(", "exprnode", ".", "or_", "(", "",...	28	14
def dotprint( expr, styles=None, maxdepth=None, repeat=True, labelfunc=expr_labelfunc(str, str), idfunc=None, get_children=_op_children, **kwargs): """Return the `DOT`_ (graph) description of an Expression tree as a string Args: expr (object): The expression to render into a gra...	[ "def", "dotprint", "(", "expr", ",", "styles", "=", "None", ",", "maxdepth", "=", "None", ",", "repeat", "=", "True", ",", "labelfunc", "=", "expr_labelfunc", "(", "str", ",", "str", ")", ",", "idfunc", "=", "None", ",", "get_children", "=", "_op_child...	46.398148	23.166667
def from_hash(self, hash): """Create a `Multihash` from a hashlib-compatible `hash` object. >>> import hashlib >>> data = b'foo' >>> hash = hashlib.sha1(data) >>> digest = hash.digest() >>> mh = Multihash.from_hash(hash) >>> mh == (Func.sha1, digest) True...	[ "def", "from_hash", "(", "self", ",", "hash", ")", ":", "try", ":", "func", "=", "FuncReg", ".", "func_from_hash", "(", "hash", ")", "except", "KeyError", "as", "ke", ":", "raise", "ValueError", "(", "\"no matching multihash function\"", ",", "hash", ".", ...	32.166667	16.375
def error(self, message, code=1): """ Prints the error, and exits with the given code. """ sys.stderr.write(message) sys.exit(code)	[ "def", "error", "(", "self", ",", "message", ",", "code", "=", "1", ")", ":", "sys", ".", "stderr", ".", "write", "(", "message", ")", "sys", ".", "exit", "(", "code", ")" ]	38	8
def create_engine(url, con=None, header=True, show_progress=5.0, clear_progress=True): '''Create a handler for query engine based on a URL. The following environment variables are used for default connection: TD_API_KEY API key TD_API_SERVER API server (default: api.treasuredata.com) HT...	[ "def", "create_engine", "(", "url", ",", "con", "=", "None", ",", "header", "=", "True", ",", "show_progress", "=", "5.0", ",", "clear_progress", "=", "True", ")", ":", "url", "=", "urlparse", "(", "url", ")", "engine_type", "=", "url", ".", "scheme", ...	37.770833	21.3125
def _add_interval_elevations(self, gpx, min_interval_length=100): """ Adds elevation on points every min_interval_length and add missing elevation between """ for track in gpx.tracks: for segment in track.segments: last_interval_changed = 0 ...	[ "def", "_add_interval_elevations", "(", "self", ",", "gpx", ",", "min_interval_length", "=", "100", ")", ":", "for", "track", "in", "gpx", ".", "tracks", ":", "for", "segment", "in", "track", ".", "segments", ":", "last_interval_changed", "=", "0", "previous...	44.571429	16.952381
def get_table_acl(self, table_name, timeout=None): ''' Returns details about any stored access policies specified on the table that may be used with Shared Access Signatures. :param str table_name: The name of an existing table. :param int timeout: The se...	[ "def", "get_table_acl", "(", "self", ",", "table_name", ",", "timeout", "=", "None", ")", ":", "_validate_not_none", "(", "'table_name'", ",", "table_name", ")", "request", "=", "HTTPRequest", "(", ")", "request", ".", "method", "=", "'GET'", "request", ".",...	38.708333	18.625
def command(self, c): """Send command byte to display.""" if self._spi is not None: # SPI write. self._gpio.set_low(self._dc) self._spi.write([c]) else: # I2C write. control = 0x00 # Co = 0, DC = 0 self._i2c.write8(control...	[ "def", "command", "(", "self", ",", "c", ")", ":", "if", "self", ".", "_spi", "is", "not", "None", ":", "# SPI write.", "self", ".", "_gpio", ".", "set_low", "(", "self", ".", "_dc", ")", "self", ".", "_spi", ".", "write", "(", "[", "c", "]", "...	31.5	9.8
def patch_instance(self, body, instance, project_id=None): """ Updates settings of a Cloud SQL instance. Caution: This is not a partial update, so you must include values for all the settings that you want to retain. :param body: Body required by the Cloud SQL patch API, as des...	[ "def", "patch_instance", "(", "self", ",", "body", ",", "instance", ",", "project_id", "=", "None", ")", ":", "response", "=", "self", ".", "get_conn", "(", ")", ".", "instances", "(", ")", ".", "patch", "(", "project", "=", "project_id", ",", "instanc...	46.28	22.76
def client(self, args, kwargs): """ Get Client Get information about a single client. This method gives output: ``v1/get-client-response.json#`` This method is ``stable`` """ return self._makeApiCall(self.funcinfo["client"], args, **kwargs)	[ "def", "client", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "_makeApiCall", "(", "self", ".", "funcinfo", "[", "\"client\"", "]", ",", "", "args", ",", "", "", "kwargs", ")" ]	24.416667	21.75
def _void_array_to_nested_list(res, _func, _args): """ Dereference the FFI result to a list of coordinates """ try: shape = res.coords.len, 2 ptr = cast(res.coords.data, POINTER(c_double)) array = np.ctypeslib.as_array(ptr, shape) return array.tolist() finally: drop_a...	[ "def", "_void_array_to_nested_list", "(", "res", ",", "_func", ",", "_args", ")", ":", "try", ":", "shape", "=", "res", ".", "coords", ".", "len", ",", "2", "ptr", "=", "cast", "(", "res", ".", "coords", ".", "data", ",", "POINTER", "(", "c_double", ...	36.444444	13.444444
def prepare_static_data(self, data): """ If user defined static fields, then process them with visiable value """ d = self.obj.to_dict() d.update(data.copy()) for f in self.get_fields(): if f['static'] and f['name'] in d: v = make_view_...	[ "def", "prepare_static_data", "(", "self", ",", "data", ")", ":", "d", "=", "self", ".", "obj", ".", "to_dict", "(", ")", "d", ".", "update", "(", "data", ".", "copy", "(", ")", ")", "for", "f", "in", "self", ".", "get_fields", "(", ")", ":", "...	41.272727	15.454545
def is_valid_aesthetic(value, ae): """ Return True if `value` looks valid. Parameters ---------- value : object Value to check ae : str Aesthetic name Returns ------- out : bool Whether the value is of a valid looking form. Notes ----- There are...	[ "def", "is_valid_aesthetic", "(", "value", ",", "ae", ")", ":", "if", "ae", "==", "'linetype'", ":", "named", "=", "{", "'solid'", ",", "'dashed'", ",", "'dashdot'", ",", "'dotted'", ",", "'_'", ",", "'--'", ",", "'-.'", ",", "':'", ",", "'None'", ",...	27.19697	18.772727
def _polling_iteration(self): """ :meth:`.WPollingThreadTask._polling_iteration` implementation """ if len(self.__task_chain) > 0: if self.__current_task is None: self.__current_task = 0 task = self.__task_chain[self.__current_task] if task.thread() is None: task.start() elif task.ready_event...	[ "def", "_polling_iteration", "(", "self", ")", ":", "if", "len", "(", "self", ".", "__task_chain", ")", ">", "0", ":", "if", "self", ".", "__current_task", "is", "None", ":", "self", ".", "__current_task", "=", "0", "task", "=", "self", ".", "__task_ch...	29.85	14.05
def find_egg_entry_point(self, object_type, name=None): """ Returns the (entry_point, protocol) for the with the given ``name``. """ if name is None: name = 'main' possible = [] for protocol_options in object_type.egg_protocols: for protoco...	[ "def", "find_egg_entry_point", "(", "self", ",", "object_type", ",", "name", "=", "None", ")", ":", "if", "name", "is", "None", ":", "name", "=", "'main'", "possible", "=", "[", "]", "for", "protocol_options", "in", "object_type", ".", "egg_protocols", ":"...	42.028571	16.028571
def pypi(): '''Build package and upload to pypi.''' if not query_yes_no('version updated in ' '`fabsetup/_version.py`?'): print('abort') else: print(cyan('\n## clean-up\n')) execute(clean) basedir = dirname(__file__) # latest_pythons = _deter...	[ "def", "pypi", "(", ")", ":", "if", "not", "query_yes_no", "(", "'version updated in '", "'`fabsetup/_version.py`?'", ")", ":", "print", "(", "'abort'", ")", "else", ":", "print", "(", "cyan", "(", "'\\n## clean-up\\n'", ")", ")", "execute", "(", "clean", ")...	32.5	18.045455

def apply_config(self, config): """ Applies config """ self.hash_name = config['hash_name'] self.dim = config['dim'] self.bin_width = config['bin_width'] self.projection_count = config['projection_count'] self.components = config['components']

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33.222222

7.444444

def get_remote_mgmt_addr(self, tlv_data): """Returns Remote Mgmt Addr from the TLV. """ ret, parsed_val = self._check_common_tlv_format( tlv_data, "IPv4:", "Management Address TLV") if not ret: return None addr_fam = 'IPv4:' addr = parsed_val[1].split('\n'...

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39.444444

11.777778

def remove_group_roles(request, group, domain=None, project=None): """Removes all roles from a group on a domain or project.""" client = keystoneclient(request, admin=True) roles = client.roles.list(group=group, domain=domain, project=project) for role in roles: remove_group_role(request, role=r...

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def parse_package_for_version(name): """ Searches for a variable named __version__ in name's __init__.py file and returns the value. This function parses the source text. It does not load the module. """ from utool import util_regex init_fpath = join(name, '__init__.py') version_errmsg ...

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38.848485

10.363636

def electric_field_amplitude_gaussian(P, sigmax, sigmay=None, Omega=1.0e6, units="ad-hoc"): """Return the amplitude of the electric field for a Gaussian beam. This the amplitude at the center of a laser beam of power P (in Watts) and\ a Gaussian intensity distributio...

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40.047619

23.428571

def diff(file_, imports): """Display the difference between modules in a file and imported modules.""" modules_not_imported = compare_modules(file_, imports) logging.info("The following modules are in {} but do not seem to be imported: " "{}".format(file_, ", ".join(x for x in modules_not_...

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54.333333

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def parse(file_path): """Return a decoded API to the data from a file path. :param file_path: the input file path. Data is not entropy compressed (e.g. gzip) :return an API to decoded data """ newDecoder = MMTFDecoder() with open(file_path, "rb") as fh: newDecoder.decode_data(_unpack(fh)) ...

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36.888889

15.444444

def get_scan_parameters_table_from_meta_data(meta_data_array, scan_parameters=None): '''Takes the meta data array and returns the scan parameter values as a view of a numpy array only containing the parameter data . Parameters ---------- meta_data_array : numpy.ndarray The array with the scan pa...

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45.931034

35.034483

def render_region(widget=None, request=None, view=None, page=None, region=None): """returns rendered content this is not too clear and little tricky, because external apps needs calling process method """ # change the request if not isinstance(request, dict): request.q...

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31.92

21.56

def interleave_keys(a, b): """Interleave bits from two sort keys to form a joint sort key. Examples that are similar in both of the provided keys will have similar values for the key defined by this function. Useful for tasks with two text fields like machine translation or natural language inference. ...

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48.2

22.6

def get_token_accuracy(targets, outputs, ignore_index=None): """ Get the accuracy token accuracy between two tensors. Args: targets (1 - 2D :class:`torch.Tensor`): Target or true vector against which to measure saccuracy outputs (1 - 3D :class:`torch.Tensor`): Prediction or output vector ...

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34.9

23.98

def _wait_new_conf(self): """Ask the daemon to drop its configuration and wait for a new one :return: None """ with self.app.conf_lock: logger.debug("My Arbiter wants me to wait for a new configuration.") # Clear can occur while setting up a new conf and lead to ...

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39.2

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def prettyprint(d): """Print dicttree in Json-like format. keys are sorted """ print(json.dumps(d, sort_keys=True, indent=4, separators=("," , ": ")))

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39.2

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def SetServerInformation(self, server, port): """Set the server information. Args: server (str): IP address or hostname of the server. port (int): Port number of the server. """ self._host = server self._port = port logger.debug('Elasticsearch server: {0!s} port: {1:d}'.format( ...

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29.818182

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def separable_approx(h, N=1): """ finds the k-th rank approximation to h, where k = 1..N similar to separable_series Parameters ---------- h: ndarray input array (2 or 2 dimensional) N: int order of approximation Returns ------- all N apprxoimations res[i],...

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22.791667

21.291667

def unfreeze_extensions(self): """Remove a previously frozen list of extensions.""" output_path = os.path.join(_registry_folder(), 'frozen_extensions.json') if not os.path.isfile(output_path): raise ExternalError("There is no frozen extension list") os.remove(output_path) ...

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40.222222

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def _set_interface_fe(self, v, load=False): """ Setter method for interface_fe, mapped from YANG variable /rule/command/interface_fe (container) If this variable is read-only (config: false) in the source YANG file, then _set_interface_fe is considered as a private method. Backends looking to popula...

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74.772727

34.5

def delete_repository_method(namespace, name, snapshot_id): """Redacts a method and all of its associated configurations. The method should exist in the methods repository. Args: namespace (str): Methods namespace method (str): method name snapshot_id (int): snapshot_id of the meth...

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34.933333

22.4

def get_absolute_url(self): """ Returns absolute URL for the category. """ if not self.tree_parent_id: url = reverse('root_homepage') else: url = reverse('category_detail', kwargs={'category' : self.tree_path}) if self.site_id != settings.SITE_ID: ...

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37.25

13.25

def get_readable_filesize(size): """get_readable_filesize(size) -> filesize -- return human readable filesize from given size in bytes. """ if(size < 1024): return str(size)+' bytes' temp = size/1024.0 level = 1 while(temp >= 1024 and level< 3): temp = temp/1024 level += 1 if(level == 1): return str(ro...

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24.470588

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def update_filter(self, filter_id, name=None, description=None, jql=None, favourite=None): """Update a filter and return a filter Resource for it. :param name: name of the new filter :type name: Optional[str] :param description: useful human r...

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41.75

16.75

def _get_base(server_certificate, **conn): """Fetch the base IAM Server Certificate.""" server_certificate['_version'] = 1 # Get the initial cert details: cert_details = get_server_certificate_api(server_certificate['ServerCertificateName'], **conn) if cert_details: server_certificate.upda...

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47.411765

30.235294

def _parse_01(ofiles, individual=False): """ a subfunction for summarizing results """ ## parse results from outfiles cols = [] dats = [] for ofile in ofiles: ## parse file with open(ofile) as infile: dat = infile.read() lastbits = dat.split(".mcmc.txt...

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30.085106

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def get_conversations(self): """ Returns list of Conversation objects """ cs = self.data["data"] res = [] for c in cs: res.append(Conversation(c)) return res

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24.222222

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def get_artists(self, search, start=0, max_items=100): """Search for artists. See get_music_service_information for details on the arguments """ return self.get_music_service_information('artists', search, start, max_items)

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42.857143

19.857143

def slugify(value, separator='-', max_length=0, word_boundary=False, entities=True, decimal=True, hexadecimal=True): '''Normalizes string, removes non-alpha characters, and converts spaces to ``separator`` character ''' value = normalize('NFKD', to_string(value, 'utf-8', 'ignore')) if un...

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28.386364

22.25

def remove(coll, value): """Remove all the occurrences of a given value :param coll: a collection :param value: the value to remove :returns: a list >>> data = ('NA', 0, 1, 'NA', 1, 2, 3, 'NA', 5) >>> remove(data, 'NA') (0, 1, 1, 2, 3, 5) """ coll_class = coll.__class__ return...

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24.928571

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def import_bundles(self, dir, detach=False, force=False): """ Import bundles from a directory :param dir: :return: """ import yaml fs = fsopendir(dir) bundles = [] for f in fs.walkfiles(wildcard='bundle.yaml'): self.logger.info('V...

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def from_string(string): """ Construct an AdfKey object from the string. Parameters ---------- string : str A string. Returns ------- adfkey : AdfKey An AdfKey object recovered from the string. Raises ------ ...

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def _extract_pc(d, root, pc, whichtables): """ Extract all data from a PaleoData dictionary. :param dict d: PaleoData dictionary :param dict root: Time series root data :param str pc: paleoData or chronData :param str whichtables: all, meas, summ, or ens :return list _ts: Time series """...

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def setitem(self, indexer, value): """Set the value inplace, returning a same-typed block. This differs from Block.setitem by not allowing setitem to change the dtype of the Block. Parameters ---------- indexer : tuple, list-like, array-like, slice The subse...

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def create( self, request, parent_lookup_seedteam=None, parent_lookup_seedteam__organization=None): '''Add a permission to a team.''' team = self.check_team_permissions( request, parent_lookup_seedteam, parent_lookup_seedteam__organization) serial...

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def _create_body(self, name, img=None, cont=None, img_format=None, img_name=None): """ Used to create a new task. Since tasks don't have names, the required 'name' parameter is used for the type of task: 'import' or 'export'. """ img = utils.get_id(img) cont =...

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def setLinkQuality(self, EUIadr, LinkQuality): """set custom LinkQualityIn for all receiving messages from the specified EUIadr Args: EUIadr: a given extended address LinkQuality: a given custom link quality link quality/link margin mapping table ...

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def cache_all(self): """Cache all available man pages""" respond = input( 'By default, cppman fetches pages on-the-fly if corresponding ' 'page is not found in the cache. The "cache-all" option is only ' 'useful if you want to view man pages offline. ' ...

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def file_handle(fnh, mode="rU"): """ Takes either a file path or an open file handle, checks validity and returns an open file handle or raises an appropriate Exception. :type fnh: str :param fnh: It is the full path to a file, or open file handle :type mode: str :param mode: The way in wh...

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def mel_frequencies(n_mels=128, fmin=0.0, fmax=11025.0, htk=False): """Compute an array of acoustic frequencies tuned to the mel scale. The mel scale is a quasi-logarithmic function of acoustic frequency designed such that perceptually similar pitch intervals (e.g. octaves) appear equal in width over t...

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def SLICE(array, n, position=None): """ Returns a subset of an array. See https://docs.mongodb.com/manual/reference/operator/aggregation/slice/ for more details :param array: Any valid expression as long as it resolves to an array. :param n: Any valid expression as long as it resolves to an inte...

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def nvmlDeviceGetTemperatureThreshold(handle, threshold): r""" /** * Retrieves the temperature threshold for the GPU with the specified threshold type in degrees C. * * For Kepler &tm; or newer fully supported devices. * * See \ref nvmlTemperatureThresholds_t for details on available te...

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def K_lift_check_valve_Crane(D1, D2, fd=None, angled=True): r'''Returns the loss coefficient for a lift check valve as shown in [1]_. If β = 1: .. math:: K = K_1 = K_2 = N\cdot f_d Otherwise: .. math:: K_2 = \frac{K + \left[0.5(1-\beta^2) + (1-\beta^2)...

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def get_vnetwork_dvpgs_output_vnetwork_dvpgs_dvs_nn(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_vnetwork_dvpgs = ET.Element("get_vnetwork_dvpgs") config = get_vnetwork_dvpgs output = ET.SubElement(get_vnetwork_dvpgs, "output") vne...

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def run(self, bin, *args, **kwargs): """ Run a command inside the Python environment. """ bin = self._bin(bin) cmd = [bin] + list(args) shell = kwargs.get("shell", False) call = kwargs.pop("call", False) input_ = kwargs.pop("input_", None) if she...

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def _adaptSynapses(self, inputVector, activeColumns, overlaps): """ The primary method in charge of learning. Adapts the permanence values of the synapses based on the input vector, and the chosen columns after inhibition round. Permanence values are increased for synapses connected to input bits th...

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def mtf_image_transformer_base_single(): """Small single parameters.""" hparams = mtf_image_transformer_base() hparams.num_decoder_layers = 6 hparams.filter_size = 256 hparams.block_length = 128 hparams.mesh_shape = "" hparams.layout = "" return hparams

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def search_all(self, limit=50, format='json'): ''' Returns a single list containing up to 'limit' Result objects''' desired_limit = limit results = self._search(limit, format) limit = limit - len(results) while len(results) < desired_limit: more_results = self._search...

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def update_ff(self, ff, mol2=False, force_ff_assign=False): """Manages assigning the force field parameters. The aim of this method is to avoid unnecessary assignment of the force field. Parameters ---------- ff: BuffForceField The force field to be used for...

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32.384615

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def enterTuple(self, tuple, path): """Called for every tuple. If this returns False, the elements of the tuple will not be recursed over and leaveTuple() will not be called. """ if skip_name(path): return False node = Node(path, tuple) if self.condition.matches(node): self.unord...

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27.692308

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def atomic_sa(self, i): r"""Calculate atomic surface area. :type i: int :param i: atom index :rtype: float """ sa = 4.0 * np.pi * self.rads2[i] neighbors = self.neighbors.get(i) if neighbors is None: return sa XYZi = self.xyzs[i, n...

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def _mount_points(self): """ Returns map {volume_id: mount_point} """ diskutil_ls = subprocess.Popen( ["diskutil", "list", "-plist"], stdout=subprocess.PIPE ) disks = _plist_from_popen(diskutil_ls) return { disk["DeviceIdentifier"]: disk.get("MountPoint",...

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34.636364

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def set_parameter(name, parameter, value, path=None): ''' Set the value of a cgroup parameter for a container. path path to the container parent directory default: /var/lib/lxc (system) .. versionadded:: 2015.8.0 CLI Example: .. code-block:: bash salt '*' lxc.set...

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24.071429

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def _build_argspec(self): """Builds the ansible argument spec using the fields from the schema definition. It's the caller's responsibility to add any arguments which are not defined in the schema (e.g. login parameters) """ fields = self.manager._schema.fields argspec = ...

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35.36

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def log_repo_action(func): """ Log all repo actions to .dgit/log.json """ def _inner(*args, **kwargs): result = func(*args, **kwargs) log_action(func, result, *args, **kwargs) return result _inner.__name__ = func.__name__ _inner.__doc__ = fun...

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def get_matching_symbols_pairs(self, cursor, opening_symbol, closing_symbol, backward=False): """ Returns the cursor for matching given symbols pairs. :param cursor: Cursor to match from. :type cursor: QTextCursor :param opening_symbol: Opening symbol. :type opening_symb...

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46.297297

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def make_wheelfile_inner(base_name, base_dir='.'): """Create a whl file from all the files under 'base_dir'. Places .dist-info at the end of the archive.""" zip_filename = base_name + ".whl" log.info("creating '%s' and adding '%s' to it", zip_filename, base_dir) # Some applications need reproduc...

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36.056604

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def load_checkers(): """Load the checkers""" for loader, name, _ in pkgutil.iter_modules([os.path.join(__path__[0], 'checkers')]): loader.find_module(name).load_module(name)

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46.5

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def ifftm(wave, npoints=None, indep_min=None, indep_max=None): r""" Return the magnitude of the inverse Fast Fourier Transform of a waveform. :param wave: Waveform :type wave: :py:class:`peng.eng.Waveform` :param npoints: Number of points to use in the transform. If **npoints** ...

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33.465116

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def AgregarDeduccion(self, codigo_concepto=None, detalle_aclaratorio=None, dias_almacenaje=None, precio_pkg_diario=None, comision_gastos_adm=None, base_calculo=None, alicuota=None, **kwargs): "Agrega la información refe...

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56.733333

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def shutdown(exiting_interpreter=False): """Disconnect the worker, and terminate processes started by ray.init(). This will automatically run at the end when a Python process that uses Ray exits. It is ok to run this twice in a row. The primary use case for this function is to cleanup state between tes...

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40.542857

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def make_executable(script_path): """Make `script_path` executable. :param script_path: The file to change """ status = os.stat(script_path) os.chmod(script_path, status.st_mode | stat.S_IEXEC)

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29.714286

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def as_view(cls, view_type, *init_args, **init_kwargs): """ Used for hooking up the all endpoints (including custom ones), this returns a wrapper function that creates a new instance of the resource class & calls the correct view method for it. :param view_type: Should be one of...

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38.384615

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def _override_sugar(func): '''Use this decorator to override an attribute that is specified in blessings' sugar dict with your own function that adds some additional functionality. ''' attr_name = func.__name__ @property @wraps(func) def func_that_uses_terminal_sugar(self): func(...

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33.166667

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def dataset_status_cli(self, dataset, dataset_opt=None): """ wrapper for client for dataset_status, with additional dataset_opt to get the status of a dataset from the API Parameters ========== dataset_opt: an alternative to dataset """ dataset = ...

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42

10.111111

def are_genes_in_api(my_clue_api_client, gene_symbols): """determine if genes are present in the API Args: my_clue_api_client: gene_symbols: collection of gene symbols to query the API with Returns: set of the found gene symbols """ if len(gene_symbols) > 0: query_gene_sym...

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def base36encode(number): """Converts an integer into a base36 string.""" ALPHABET = "0123456789abcdefghijklmnopqrstuvwxyz" base36 = '' sign = '' if number < 0: sign = '-' number = -number if 0 <= number < len(ALPHABET): return sign + ALPHABET[number] while numbe...

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21.1

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def chk_qualifiers(self): """Check format of qualifier""" if self.name == 'id2gos': return for ntd in self.associations: # print(ntd) qual = ntd.Qualifier assert isinstance(qual, set), '{NAME}: QUALIFIER MUST BE A LIST: {NT}'.format( ...

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40.833333

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def tmdb_movies(api_key, id_tmdb, language="en-US", cache=True): """ Lookup a movie item using The Movie Database Online docs: developers.themoviedb.org/3/movies """ try: url = "https://api.themoviedb.org/3/movie/%d" % int(id_tmdb) except ValueError: raise MapiProviderException("id_...

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40.111111

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def sort_return_tuples(response, **options): """ If ``groups`` is specified, return the response as a list of n-element tuples with n being the value found in options['groups'] """ if not response or not options['groups']: return response n = options['groups'] return list(zip(*[respo...

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38

12.444444

def exists(name, runas=None): ''' Query whether a VM exists .. versionadded:: 2016.11.0 :param str name: Name/ID of VM :param str runas: The user that the prlctl command will be run as Example: .. code-block:: bash salt '*' parallels.exists macvm runas=macdev ...

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def find_urls(self, site, frametype, gpsstart, gpsend, match=None, on_gaps='warn'): """Find all files of the given type in the [start, end) GPS interval. """ span = Segment(gpsstart, gpsend) cache = [e for e in self._read_ffl_cache(site, frametype) if e...

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38.04

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def execute_task(self, task, workflow_id, data=None): """ Celery task that runs a single task on a worker. Args: self (Task): Reference to itself, the celery task object. task (BaseTask): Reference to the task object that performs the work in its run() method. w...

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def read_body(response, max_bytes=None): """Return a `Deferred` yielding at most *max_bytes* bytes from the body of a Twisted Web *response*, or the whole body if *max_bytes* is `None`.""" finished = Deferred() response.deliverBody(TruncatingReadBodyProtocol( response.code, response.phrase, ...

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def default_marshaller(obj): """ Retrieve the state of the given object. Calls the ``__getstate__()`` method of the object if available, otherwise returns the ``__dict__`` of the object. :param obj: the object to marshal :return: the marshalled object state """ if hasattr(obj, '__gets...

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def lastElementChild(self) -> Optional[AbstractNode]: """Last Element child node. If this node has no element child, return None. """ for child in reversed(self.childNodes): # type: ignore if child.nodeType == Node.ELEMENT_NODE: return child return N...

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def predict_withGradients(self, X): """ Returns the mean, standard deviation, mean gradient and standard deviation gradient at X for all the MCMC samples. """ if X.ndim==1: X = X[None,:] ps = self.model.param_array.copy() means = [] stds = [] dmdxs = [] ...

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def estimate_gas( self, block_identifier, function: str, *args, **kwargs, ) -> typing.Optional[int]: """Returns a gas estimate for the function with the given arguments or None if the function call will fail due to Insufficient funds or ...

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def get_pmids(self): """Get list of all PMIDs associated with edges in the network.""" pmids = [] for ea in self._edge_attributes.values(): edge_pmids = ea.get('pmids') if edge_pmids: pmids += edge_pmids return list(set(pmids))

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def unpack_rpc_response(status, response=None, rpc_id=0, address=0): """Unpack an RPC status back in to payload or exception.""" status_code = status & ((1 << 6) - 1) if address == 8: status_code &= ~(1 << 7) if status == 0: raise BusyRPCResponse() elif status == 2: raise ...

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def column_max_width(self, column_number): """Return the maximum width of a column based on the current terminal width. :param int column_number: The column number to query. :return: The max width of the column. :rtype: int """ inner_widths = max_dimensions(self.table_d...

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def load_data(self, sess, inputs, state_inputs): """Bulk loads the specified inputs into device memory. The shape of the inputs must conform to the shapes of the input placeholders this optimizer was constructed with. The data is split equally across all the devices. If the data is not...

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def linear_least_squares(a, b, residuals=False): """ Return the least-squares solution to a linear matrix equation. Solves the equation `a x = b` by computing a vector `x` that minimizes the Euclidean 2-norm `|| b - a x ||^2`. The equation may be under-, well-, or over- determined (i.e., the number...

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def search(self, keyword, p_index=''): ''' perform searching. ''' if p_index == '' or p_index == '-1': current_page_number = 1 else: current_page_number = int(p_index) res_all = self.ysearch.get_all_num(keyword) results = self.ysearch.searc...

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def make_client(ip, port, authkey): """Create a manager to connect to our server manager :param ip: ip address of server :param port: port over which to server :param authkey: authorization key """ QueueManager.register('get_job_q') QueueManager.register('get_result_q') QueueManager.re...

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def GetDisplayNameForPathSpec(self, path_spec): """Retrieves the display name for a path specification. Args: path_spec (dfvfs.PathSpec): path specification. Returns: str: human readable version of the path specification. """ return path_helper.PathHelper.GetDisplayNameForPathSpec( ...

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def list(self, orgId=None, **request_parameters): """List all licenses for a given organization. If no orgId is specified, the default is the organization of the authenticated user. Args: orgId(basestring): Specify the organization, by ID. **request_parameters: ...

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def Nor(*xs, simplify=True): """Expression NOR (not OR) operator If *simplify* is ``True``, return a simplified expression. """ xs = [Expression.box(x).node for x in xs] y = exprnode.not_(exprnode.or_(*xs)) if simplify: y = y.simplify() return _expr(y)

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def dotprint( expr, styles=None, maxdepth=None, repeat=True, labelfunc=expr_labelfunc(str, str), idfunc=None, get_children=_op_children, **kwargs): """Return the `DOT`_ (graph) description of an Expression tree as a string Args: expr (object): The expression to render into a gra...

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def from_hash(self, hash): """Create a `Multihash` from a hashlib-compatible `hash` object. >>> import hashlib >>> data = b'foo' >>> hash = hashlib.sha1(data) >>> digest = hash.digest() >>> mh = Multihash.from_hash(hash) >>> mh == (Func.sha1, digest) True...

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def error(self, message, code=1): """ Prints the error, and exits with the given code. """ sys.stderr.write(message) sys.exit(code)

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def create_engine(url, con=None, header=True, show_progress=5.0, clear_progress=True): '''Create a handler for query engine based on a URL. The following environment variables are used for default connection: TD_API_KEY API key TD_API_SERVER API server (default: api.treasuredata.com) HT...

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def _add_interval_elevations(self, gpx, min_interval_length=100): """ Adds elevation on points every min_interval_length and add missing elevation between """ for track in gpx.tracks: for segment in track.segments: last_interval_changed = 0 ...

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def get_table_acl(self, table_name, timeout=None): ''' Returns details about any stored access policies specified on the table that may be used with Shared Access Signatures. :param str table_name: The name of an existing table. :param int timeout: The se...

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def command(self, c): """Send command byte to display.""" if self._spi is not None: # SPI write. self._gpio.set_low(self._dc) self._spi.write([c]) else: # I2C write. control = 0x00 # Co = 0, DC = 0 self._i2c.write8(control...

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def patch_instance(self, body, instance, project_id=None): """ Updates settings of a Cloud SQL instance. Caution: This is not a partial update, so you must include values for all the settings that you want to retain. :param body: Body required by the Cloud SQL patch API, as des...

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def client(self, *args, **kwargs): """ Get Client Get information about a single client. This method gives output: ``v1/get-client-response.json#`` This method is ``stable`` """ return self._makeApiCall(self.funcinfo["client"], *args, **kwargs)

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def _void_array_to_nested_list(res, _func, _args): """ Dereference the FFI result to a list of coordinates """ try: shape = res.coords.len, 2 ptr = cast(res.coords.data, POINTER(c_double)) array = np.ctypeslib.as_array(ptr, shape) return array.tolist() finally: drop_a...

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def prepare_static_data(self, data): """ If user defined static fields, then process them with visiable value """ d = self.obj.to_dict() d.update(data.copy()) for f in self.get_fields(): if f['static'] and f['name'] in d: v = make_view_...

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def is_valid_aesthetic(value, ae): """ Return True if `value` looks valid. Parameters ---------- value : object Value to check ae : str Aesthetic name Returns ------- out : bool Whether the value is of a valid looking form. Notes ----- There are...

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def _polling_iteration(self): """ :meth:`.WPollingThreadTask._polling_iteration` implementation """ if len(self.__task_chain) > 0: if self.__current_task is None: self.__current_task = 0 task = self.__task_chain[self.__current_task] if task.thread() is None: task.start() elif task.ready_event...

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def find_egg_entry_point(self, object_type, name=None): """ Returns the (entry_point, protocol) for the with the given ``name``. """ if name is None: name = 'main' possible = [] for protocol_options in object_type.egg_protocols: for protoco...

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def pypi(): '''Build package and upload to pypi.''' if not query_yes_no('version updated in ' '`fabsetup/_version.py`?'): print('abort') else: print(cyan('\n## clean-up\n')) execute(clean) basedir = dirname(__file__) # latest_pythons = _deter...

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