kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def _levenshtein_distance(s1, s2): """ :param s1: A list or string :param s2: Another list or string :returns: The levenshtein distance between the two """ if len(s1) > len(s2): s1, s2 = s2, s1 distances = range(len(s1) + 1) for index2, num2 in enumerate(s2): new_dis...	[ "def", "_levenshtein_distance", "(", "s1", ",", "s2", ")", ":", "if", "len", "(", "s1", ")", ">", "len", "(", "s2", ")", ":", "s1", ",", "s2", "=", "s2", ",", "s1", "distances", "=", "range", "(", "len", "(", "s1", ")", "+", "1", ")", "for", ...	36.2	0.001346
def get(self, key): """ Retrieve object indexed by <key> """ try: try: obj = self.bucket.get(key) except couchbase.exception.MemcachedError, inst: if str(inst) == "Memcached error #1: Not found": # for some reason the py cb client raises an error when ...	[ "def", "get", "(", "self", ",", "key", ")", ":", "try", ":", "try", ":", "obj", "=", "self", ".", "bucket", ".", "get", "(", "key", ")", "except", "couchbase", ".", "exception", ".", "MemcachedError", ",", "inst", ":", "if", "str", "(", "inst", "...	20.923077	0.02812
def tree_sph(polar, azimuthal, n, standardization, symbolic=False): """Evaluate all spherical harmonics of degree at most `n` at angles `polar`, `azimuthal`. """ cos = numpy.vectorize(sympy.cos) if symbolic else numpy.cos # Conventions from # <https://en.wikipedia.org/wiki/Spherical_harmonics#O...	[ "def", "tree_sph", "(", "polar", ",", "azimuthal", ",", "n", ",", "standardization", ",", "symbolic", "=", "False", ")", ":", "cos", "=", "numpy", ".", "vectorize", "(", "sympy", ".", "cos", ")", "if", "symbolic", "else", "numpy", ".", "cos", "# Conven...	31.4	0.002472
def _getEnumValues(self, data): """ Returns a list of dictionary of valis value for this setting. """ enumstr = data.attrib.get('enumValues') if not enumstr: return None if ':' in enumstr: return {self._cast(k): v for k, v in [kv.split(':') for kv in enumstr.split...	[ "def", "_getEnumValues", "(", "self", ",", "data", ")", ":", "enumstr", "=", "data", ".", "attrib", ".", "get", "(", "'enumValues'", ")", "if", "not", "enumstr", ":", "return", "None", "if", "':'", "in", "enumstr", ":", "return", "{", "self", ".", "_...	44.25	0.00831
def img2img_transformer2d_q3(): """Current best hparams for local 2d.""" hparams = img2img_transformer2d_q1() hparams.batch_size = 2 hparams.query_shape = (8, 16) hparams.memory_flange = (8, 32) return hparams	[ "def", "img2img_transformer2d_q3", "(", ")", ":", "hparams", "=", "img2img_transformer2d_q1", "(", ")", "hparams", ".", "batch_size", "=", "2", "hparams", ".", "query_shape", "=", "(", "8", ",", "16", ")", "hparams", ".", "memory_flange", "=", "(", "8", ",...	30.714286	0.031674
def add_mod(self, seq, mod): """Create a tree.{Complement, LookAhead, Neg, Until}""" modstr = self.value(mod) if modstr == '~': seq.parser_tree = parsing.Complement(seq.parser_tree) elif modstr == '!!': seq.parser_tree = parsing.LookAhead(seq.parser_tree) elif modstr == '!': ...	[ "def", "add_mod", "(", "self", ",", "seq", ",", "mod", ")", ":", "modstr", "=", "self", ".", "value", "(", "mod", ")", "if", "modstr", "==", "'~'", ":", "seq", ".", "parser_tree", "=", "parsing", ".", "Complement", "(", "seq", ".", "parser_tree", "...	37.75	0.002155
def do_GET(self): """Implement the HTTP GET method. The bulk of this code is wrapped in a big try block and anywhere within the code may raise an IIIFError which then results in an IIIF error response (section 5 of spec). """ self.compliance_uri = None self.iiif ...	[ "def", "do_GET", "(", "self", ")", ":", "self", ".", "compliance_uri", "=", "None", "self", ".", "iiif", "=", "IIIFRequest", "(", "baseurl", "=", "'/'", ")", "try", ":", "(", "of", ",", "mime_type", ")", "=", "self", ".", "do_GET_body", "(", ")", "...	41.027778	0.001984
def relpath(self): """Relative path.""" try: return os.path.relpath(self.path) except OSError: # current working directory may not be defined! return self.path	[ "def", "relpath", "(", "self", ")", ":", "try", ":", "return", "os", ".", "path", ".", "relpath", "(", "self", ".", "path", ")", "except", "OSError", ":", "# current working directory may not be defined!", "return", "self", ".", "path" ]	30.428571	0.009132
def profile_update(request, template="accounts/account_profile_update.html", extra_context=None): """ Profile update form. """ profile_form = get_profile_form() form = profile_form(request.POST or None, request.FILES or None, instance=request.user) if r...	[ "def", "profile_update", "(", "request", ",", "template", "=", "\"accounts/account_profile_update.html\"", ",", "extra_context", "=", "None", ")", ":", "profile_form", "=", "get_profile_form", "(", ")", "form", "=", "profile_form", "(", "request", ".", "POST", "or...	40.333333	0.001346
def rollback(using=None, sid=None): """ Possibility of calling transaction.rollback() in new Django versions (in atomic block). Important: transaction savepoint (sid) is required for Django < 1.8 """ if sid: django.db.transaction.savepoint_rollback(sid) else: try: dj...	[ "def", "rollback", "(", "using", "=", "None", ",", "sid", "=", "None", ")", ":", "if", "sid", ":", "django", ".", "db", ".", "transaction", ".", "savepoint_rollback", "(", "sid", ")", "else", ":", "try", ":", "django", ".", "db", ".", "transaction", ...	39.166667	0.012474
def sbar_(self, stack_index=None, label=None, style=None, opts=None, options={}): """ Get a stacked bar chart """ self.opts(dict(stack_index=stack_index, color_index=stack_index)) try: if stack_index is None: self.err(self.sbar_, "Please provide a stack index parameter") options["stack_index"] ...	[ "def", "sbar_", "(", "self", ",", "stack_index", "=", "None", ",", "label", "=", "None", ",", "style", "=", "None", ",", "opts", "=", "None", ",", "options", "=", "{", "}", ")", ":", "self", ".", "opts", "(", "dict", "(", "stack_index", "=", "sta...	36	0.03675
def validate(self, document, schema=None, update=False, normalize=True): """ Normalizes and validates a mapping against a validation-schema of defined rules. :param document: The document to normalize. :type document: any :term:`mapping` :param schema: The validation schema. Def...	[ "def", "validate", "(", "self", ",", "document", ",", "schema", "=", "None", ",", "update", "=", "False", ",", "normalize", "=", "True", ")", ":", "self", ".", "update", "=", "update", "self", ".", "_unrequired_by_excludes", "=", "set", "(", ")", "self...	39.756098	0.001796
def create(self, request): """ Read the GeoJSON feature collection from the request body and create new objects in the database. """ if self.readonly: return HTTPMethodNotAllowed(headers={'Allow': 'GET, HEAD'}) collection = loads(request.body, object_hook=GeoJSON.to_insta...	[ "def", "create", "(", "self", ",", "request", ")", ":", "if", "self", ".", "readonly", ":", "return", "HTTPMethodNotAllowed", "(", "headers", "=", "{", "'Allow'", ":", "'GET, HEAD'", "}", ")", "collection", "=", "loads", "(", "request", ".", "body", ",",...	41.482759	0.001625
def doi_exists(self, doi): """ This method retrieve a boolean according to the existence of a crossref DOI number. It returns False if the API results a 404 status code. args: Crossref DOI id (String) return: Boolean Example 1: >>> from crossref.restful imp...	[ "def", "doi_exists", "(", "self", ",", "doi", ")", ":", "request_url", "=", "build_url_endpoint", "(", "'/'", ".", "join", "(", "[", "self", ".", "ENDPOINT", ",", "doi", "]", ")", ")", "request_params", "=", "{", "}", "result", "=", "self", ".", "do_...	27.210526	0.001867
def parse_extends(self): """ For each part, create the inheritance parts from the ' extends ' """ # To be able to manage multiple extends, you need to # destroy the actual node and create many nodes that have # mono extend. The first one gets all the css rules for...	[ "def", "parse_extends", "(", "self", ")", ":", "# To be able to manage multiple extends, you need to", "# destroy the actual node and create many nodes that have", "# mono extend. The first one gets all the css rules", "for", "_selectors", ",", "rules", "in", "self", ".", "parts", ...	45.345455	0.00157
def decode(col, charset): """ Computes the first argument into a string from a binary using the provided character set (one of 'US-ASCII', 'ISO-8859-1', 'UTF-8', 'UTF-16BE', 'UTF-16LE', 'UTF-16'). """ sc = SparkContext._active_spark_context return Column(sc._jvm.functions.decode(_to_java_column(...	[ "def", "decode", "(", "col", ",", "charset", ")", ":", "sc", "=", "SparkContext", ".", "_active_spark_context", "return", "Column", "(", "sc", ".", "_jvm", ".", "functions", ".", "decode", "(", "_to_java_column", "(", "col", ")", ",", "charset", ")", ")"...	47	0.008955
def deployment_export_template(name, resource_group, **kwargs): ''' .. versionadded:: 2019.2.0 Exports the template used for the specified deployment. :param name: The name of the deployment to query. :param resource_group: The resource group name assigned to the deployment. CLI Exam...	[ "def", "deployment_export_template", "(", "name", ",", "resource_group", ",", "", "", "kwargs", ")", ":", "resconn", "=", "__utils__", "[", "'azurearm.get_client'", "]", "(", "'resource'", ",", "", "", "kwargs", ")", "try", ":", "deploy", "=", "resconn",...	27.866667	0.002312
def is_declared(self): """ :return: True is the table is declared in the schema. """ return self.connection.query( 'SHOW TABLES in `{database}` LIKE "{table_name}"'.format( database=self.database, table_name=self.table_name)).rowcount > 0	[ "def", "is_declared", "(", "self", ")", ":", "return", "self", ".", "connection", ".", "query", "(", "'SHOW TABLES in `{database}` LIKE \"{table_name}\"'", ".", "format", "(", "database", "=", "self", ".", "database", ",", "table_name", "=", "self", ".", "table_...	41.714286	0.010067
def from_hostname(cls, hostname): """Retrieve virtual machine id associated to a hostname.""" result = cls.list({'hostname': str(hostname)}) if result: return result[0]['id']	[ "def", "from_hostname", "(", "cls", ",", "hostname", ")", ":", "result", "=", "cls", ".", "list", "(", "{", "'hostname'", ":", "str", "(", "hostname", ")", "}", ")", "if", "result", ":", "return", "result", "[", "0", "]", "[", "'id'", "]" ]	41.2	0.009524
def parse_page(raw_page): """Create a dictionary with title, id, and list of revisions. The dictionary contains: "title": a string "id": an integer "revisions": a list of strings Args: raw_page: a string Returns: a dictionary, or None in the case of an error. """ ret = {"title": get_title(r...	[ "def", "parse_page", "(", "raw_page", ")", ":", "ret", "=", "{", "\"title\"", ":", "get_title", "(", "raw_page", ")", ",", "\"id\"", ":", "get_id", "(", "raw_page", ")", "}", "if", "\":\"", "in", "ret", "[", "\"title\"", "]", ":", "return", "None", "...	22.894737	0.013245
def convert(source_file, target_file, trim_unused_by_output="", verbose=False, compress_f16=False): """ Converts a TensorFlow model into a Barracuda model. :param source_file: The TensorFlow Model :param target_file: The name of the file the converted model will be saved to :param trim_unused_by_out...	[ "def", "convert", "(", "source_file", ",", "target_file", ",", "trim_unused_by_output", "=", "\"\"", ",", "verbose", "=", "False", ",", "compress_f16", "=", "False", ")", ":", "if", "(", "type", "(", "verbose", ")", "==", "bool", ")", ":", "args", "=", ...	39.850746	0.016627
def get_ht_op(_, data): """http://git.kernel.org/cgit/linux/kernel/git/jberg/iw.git/tree/scan.c?id=v3.17#n766. Positional arguments: data -- bytearray data to read. Returns: Dict. """ protection = ('no', 'nonmember', 20, 'non-HT mixed') sta_chan_width = (20, 'any') answers = { ...	[ "def", "get_ht_op", "(", "_", ",", "data", ")", ":", "protection", "=", "(", "'no'", ",", "'nonmember'", ",", "20", ",", "'non-HT mixed'", ")", "sta_chan_width", "=", "(", "20", ",", "'any'", ")", "answers", "=", "{", "'primary channel'", ":", "data", ...	35.37037	0.001019
def tempput(local_path=None, remote_path=None, use_sudo=False, mirror_local_mode=False, mode=None): """Put a file to remote and remove it afterwards""" import warnings warnings.simplefilter('ignore', RuntimeWarning) if remote_path is None: remote_path = os.tempnam() put(local_pat...	[ "def", "tempput", "(", "local_path", "=", "None", ",", "remote_path", "=", "None", ",", "use_sudo", "=", "False", ",", "mirror_local_mode", "=", "False", ",", "mode", "=", "None", ")", ":", "import", "warnings", "warnings", ".", "simplefilter", "(", "'igno...	42.2	0.00232
def _add_warc_action_log(self, path, url): '''Add the action log to the WARC file.''' _logger.debug('Adding action log record.') actions = [] with open(path, 'r', encoding='utf-8', errors='replace') as file: for line in file: actions.append(json.loads(line)) ...	[ "def", "_add_warc_action_log", "(", "self", ",", "path", ",", "url", ")", ":", "_logger", ".", "debug", "(", "'Adding action log record.'", ")", "actions", "=", "[", "]", "with", "open", "(", "path", ",", "'r'", ",", "encoding", "=", "'utf-8'", ",", "err...	38.181818	0.002323
def underscore_to_camelcase(value, first_upper=True): """Transform string from underscore_string to camelCase. :param value: string with underscores :param first_upper: the result will have its first character in upper case :type value: str :return: string in CamelCase or camelCase according to the...	[ "def", "underscore_to_camelcase", "(", "value", ",", "first_upper", "=", "True", ")", ":", "value", "=", "str", "(", "value", ")", "camelized", "=", "\"\"", ".", "join", "(", "x", ".", "title", "(", ")", "if", "x", "else", "'_'", "for", "x", "in", ...	34.95	0.001393
def lineAndColumnAt(s, pos): r"""Return line and column of `pos` (0-based!) in `s`. Lines start with 1, columns with 0. Examples: >>> lineAndColumnAt("0123\n56", 5) (2, 0) >>> lineAndColumnAt("0123\n56", 6) (2, 1) >>> lineAndColumnAt("0123\n56", 0) (1, 0) """ if pos >= len(...	[ "def", "lineAndColumnAt", "(", "s", ",", "pos", ")", ":", "if", "pos", ">=", "len", "(", "s", ")", ":", "raise", "IndexError", "(", "\"`pos` %d not in string\"", "%", "pos", ")", "# don't count last '\\n', if it is at pos!", "line", "=", "s", ".", "count", ...	25.666667	0.008945
def table( self, kudu_name, name=None, database=None, persist=False, external=True ): """ Convenience to expose an existing Kudu table (using CREATE TABLE) as an Impala table. To create a new table both in the Hive Metastore with storage in Kudu, use create_table. No...	[ "def", "table", "(", "self", ",", "kudu_name", ",", "name", "=", "None", ",", "database", "=", "None", ",", "persist", "=", "False", ",", "external", "=", "True", ")", ":", "# Law of demeter, but OK for now because internal class coupling", "name", ",", "databas...	41.682927	0.001715
def pop_option(function, name): """ Used to remove an option applied by the @click.option decorator. This is useful for when you want to subclass a decorated resource command and don't want all of the options provided by the parent class' implementation. """ for option in getattr(function...	[ "def", "pop_option", "(", "function", ",", "name", ")", ":", "for", "option", "in", "getattr", "(", "function", ",", "'__click_params__'", ",", "tuple", "(", ")", ")", ":", "if", "option", ".", "name", "==", "name", ":", "function", ".", "__click_params_...	38.727273	0.002294
def xmoe_2d(): """Two-dimensional hierarchical mixture of 16 experts.""" hparams = xmoe_top_2() hparams.decoder_layers = ["att", "hmoe"] * 4 hparams.mesh_shape = "b0:2;b1:4" hparams.outer_batch_size = 4 hparams.layout = "outer_batch:b0;inner_batch:b1,expert_x:b1,expert_y:b0" hparams.moe_num_experts = [4, ...	[ "def", "xmoe_2d", "(", ")", ":", "hparams", "=", "xmoe_top_2", "(", ")", "hparams", ".", "decoder_layers", "=", "[", "\"att\"", ",", "\"hmoe\"", "]", "*", "4", "hparams", ".", "mesh_shape", "=", "\"b0:2;b1:4\"", "hparams", ".", "outer_batch_size", "=", "4"...	36.777778	0.026549
def estimate(coll, filter={}, sample=1): """ Estimate the number of documents in the collection matching the filter. Sample may be a fixed number of documents to sample or a percentage of the total collection size. >>> coll = getfixture('bulky_collection') >>> estimate(coll) 100 >>...	[ "def", "estimate", "(", "coll", ",", "filter", "=", "{", "}", ",", "sample", "=", "1", ")", ":", "total", "=", "coll", ".", "estimated_document_count", "(", ")", "if", "not", "filter", "and", "sample", "==", "1", ":", "return", "total", "if", "sample...	28	0.000986
def start_resolver(finder=None, wheel_cache=None): """Context manager to produce a resolver. :param finder: A package finder to use for searching the index :type finder: :class:`~pip._internal.index.PackageFinder` :return: A 3-tuple of finder, preparer, resolver :rtype: (:class:`~pip._internal.oper...	[ "def", "start_resolver", "(", "finder", "=", "None", ",", "wheel_cache", "=", "None", ")", ":", "pip_command", "=", "get_pip_command", "(", ")", "pip_options", "=", "get_pip_options", "(", "pip_command", "=", "pip_command", ")", "if", "not", "finder", ":", "...	34.875	0.001494
def native_container(self): """Native container object.""" if self.__native is None: self.__native = self._get_container() return self.__native	[ "def", "native_container", "(", "self", ")", ":", "if", "self", ".", "__native", "is", "None", ":", "self", ".", "__native", "=", "self", ".", "_get_container", "(", ")", "return", "self", ".", "__native" ]	29.166667	0.011111
def delete(args): """ Delete a template by name """ m = TemplateManager(args.hosts) m.delete(args.name)	[ "def", "delete", "(", "args", ")", ":", "m", "=", "TemplateManager", "(", "args", ".", "hosts", ")", "m", ".", "delete", "(", "args", ".", "name", ")" ]	19.666667	0.00813
def immerkaer(input, mode="reflect", cval=0.0): r""" Estimate the global noise. The input image is assumed to have additive zero mean Gaussian noise. Using a convolution with a Laplacian operator and a subsequent averaging the standard deviation sigma of this noise is estimated. This estimation...	[ "def", "immerkaer", "(", "input", ",", "mode", "=", "\"reflect\"", ",", "cval", "=", "0.0", ")", ":", "# build nd-kernel to acquire square root of sum of squared elements", "kernel", "=", "[", "1", ",", "-", "2", ",", "1", "]", "for", "_", "in", "range", "("...	36.067568	0.010941
def remove_event(self, ref): """ Removes an event for a ref (reference), """ # is this reference one which has been setup? if ref in self._refs: self._refs[ref].remove_callback(ref)	[ "def", "remove_event", "(", "self", ",", "ref", ")", ":", "# is this reference one which has been setup?", "if", "ref", "in", "self", ".", "_refs", ":", "self", ".", "_refs", "[", "ref", "]", ".", "remove_callback", "(", "ref", ")" ]	32.428571	0.008584
def _match_excluded(self, filename, patterns): """Call match real directly to skip unnecessary `exists` check.""" return _wcparse._match_real( filename, patterns._include, patterns._exclude, patterns._follow, self.symlinks )	[ "def", "_match_excluded", "(", "self", ",", "filename", ",", "patterns", ")", ":", "return", "_wcparse", ".", "_match_real", "(", "filename", ",", "patterns", ".", "_include", ",", "patterns", ".", "_exclude", ",", "patterns", ".", "_follow", ",", "self", ...	42.666667	0.011494
def fig_kernel_lfp(savefolders, params, transient=200, T=[800., 1000.], X='L5E', lags=[20, 20], channels=[0,3,7,11,13]): ''' This function calculates the STA of LFP, extracts kernels and recontructs the LFP from kernels. Arguments :: transient : the time in milliseconds, ...	[ "def", "fig_kernel_lfp", "(", "savefolders", ",", "params", ",", "transient", "=", "200", ",", "T", "=", "[", "800.", ",", "1000.", "]", ",", "X", "=", "'L5E'", ",", "lags", "=", "[", "20", ",", "20", "]", ",", "channels", "=", "[", "0", ",", "...	40.066667	0.009079
def set_log_file(local_file=None): """ 设置日志记录，按照每天一个文件，记录包括 info 以及以上级别的内容；日志格式采取日志文件名直接加上日期，比如 fish_test.log.2018-05-27 :param: * local_fie: (string) 日志文件名 :return: 无举例如下:: from fishbase.fish_logger import * from fishbase.fish_file import * log_abs_filenam...	[ "def", "set_log_file", "(", "local_file", "=", "None", ")", ":", "default_log_file", "=", "'default.log'", "_formatter", "=", "logging", ".", "Formatter", "(", "'%(asctime)s %(levelname)s %(filename)s[ln:%(lineno)d] %(message)s'", ")", "if", "local_file", "is", "not", "...	23.931818	0.001825
def addSourceLocation(self, sourceLocationUri, weight): """ add a list of relevant sources by identifying them by their geographic location @param sourceLocationUri: uri of the location where the sources should be geographically located @param weight: importance of the provided list of s...	[ "def", "addSourceLocation", "(", "self", ",", "sourceLocationUri", ",", "weight", ")", ":", "assert", "isinstance", "(", "weight", ",", "(", "float", ",", "int", ")", ")", ",", "\"weight value has to be a positive or negative integer\"", "self", ".", "topicPage", ...	69.5	0.012433
def label(self): """"Return first child of the column that is marked as a label. Returns self if the column is a label""" if self.valuetype_class.is_label(): return self for c in self.table.columns: if c.parent == self.name and c.valuetype_class.is_label(): ...	[ "def", "label", "(", "self", ")", ":", "if", "self", ".", "valuetype_class", ".", "is_label", "(", ")", ":", "return", "self", "for", "c", "in", "self", ".", "table", ".", "columns", ":", "if", "c", ".", "parent", "==", "self", ".", "name", "and", ...	31.272727	0.011299
def get_accounts(self, **params): """https://developers.coinbase.com/api/v2#list-accounts""" response = self._get('v2', 'accounts', params=params) return self._make_api_object(response, Account)	[ "def", "get_accounts", "(", "self", ",", "", "", "params", ")", ":", "response", "=", "self", ".", "_get", "(", "'v2'", ",", "'accounts'", ",", "params", "=", "params", ")", "return", "self", ".", "_make_api_object", "(", "response", ",", "Account", ...	53.75	0.009174
def extract_edges_from_callable(fn): """ This takes args and kwargs provided, and returns the names of the strings assigned. If a string is not provided for a value, an exception is raised. This is how we extract the edges provided in the brap call lambdas. """ def extractor(args, *kwargs): ...	[ "def", "extract_edges_from_callable", "(", "fn", ")", ":", "def", "extractor", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "\"\"\"\n Because I don't think this technique is common in python...\n\n Service constructors were defined as:\n lambda c: c...	30.090909	0.000976
def bake(self, element, last_step=None): """Apply recipes to HTML tree. Will build recipes if needed.""" if last_step is not None: try: self.state['steps'] = [s for s in self.state['steps'] if int(s) < int(last_step)] except...	[ "def", "bake", "(", "self", ",", "element", ",", "last_step", "=", "None", ")", ":", "if", "last_step", "is", "not", "None", ":", "try", ":", "self", ".", "state", "[", "'steps'", "]", "=", "[", "s", "for", "s", "in", "self", ".", "state", "[", ...	43.741573	0.000502
def add_edges_from(self, ebunch, attr_dict=None, **attr): """Version of add_edges_from that only writes to the database once""" if attr_dict is None: attr_dict = attr else: try: attr_dict.update(attr) except AttributeError: rais...	[ "def", "add_edges_from", "(", "self", ",", "ebunch", ",", "attr_dict", "=", "None", ",", "", "", "attr", ")", ":", "if", "attr_dict", "is", "None", ":", "attr_dict", "=", "attr", "else", ":", "try", ":", "attr_dict", ".", "update", "(", "attr", ")"...	34.212121	0.001723
def memoized(maxsize=1024): """ Momoization decorator for immutable classes and pure functions. """ cache = SimpleCache(maxsize=maxsize) def decorator(obj): @wraps(obj) def new_callable(a, kw): def create_new(): return obj(a, **kw) key = ...	[ "def", "memoized", "(", "maxsize", "=", "1024", ")", ":", "cache", "=", "SimpleCache", "(", "maxsize", "=", "maxsize", ")", "def", "decorator", "(", "obj", ")", ":", "@", "wraps", "(", "obj", ")", "def", "new_callable", "(", "", "a", ",", "", "*"...	26.375	0.002288
def dump(obj, attributes = True, _refset = None): "Show full value of a data object" if _refset is None: _refset = set() if obj is None: return None elif isinstance(obj, DataObject): if id(obj) in _refset: attributes = False else: _refset.a...	[ "def", "dump", "(", "obj", ",", "attributes", "=", "True", ",", "_refset", "=", "None", ")", ":", "if", "_refset", "is", "None", ":", "_refset", "=", "set", "(", ")", "if", "obj", "is", "None", ":", "return", "None", "elif", "isinstance", "(", "obj...	39	0.010007
def CheckFile(self, filename): """Validates the artifacts definition in a specific file. Args: filename (str): name of the artifacts definition file. Returns: bool: True if the file contains valid artifacts definitions. """ result = True artifact_reader = reader.YamlArtifactsReader...	[ "def", "CheckFile", "(", "self", ",", "filename", ")", ":", "result", "=", "True", "artifact_reader", "=", "reader", ".", "YamlArtifactsReader", "(", ")", "try", ":", "for", "artifact_definition", "in", "artifact_reader", ".", "ReadFile", "(", "filename", ")",...	37.38961	0.00846
def interpret_bit_flags(bit_flags, flip_bits=None): """ Converts input bit flags to a single integer value (bitmask) or `None`. When input is a list of flags (either a Python list of integer flags or a sting of comma- or '+'-separated list of flags), the returned bitmask is obtained by summing inpu...	[ "def", "interpret_bit_flags", "(", "bit_flags", ",", "flip_bits", "=", "None", ")", ":", "has_flip_bits", "=", "flip_bits", "is", "not", "None", "flip_bits", "=", "bool", "(", "flip_bits", ")", "allow_non_flags", "=", "False", "if", "_is_int", "(", "bit_flags"...	36.090909	0.00035
def POR(cpu, dest, src): """ Performs a bitwise logical OR operation on the source operand (second operand) and the destination operand (first operand) and stores the result in the destination operand. The source operand can be an MMX technology register or a 64-bit memory location or it...	[ "def", "POR", "(", "cpu", ",", "dest", ",", "src", ")", ":", "res", "=", "dest", ".", "write", "(", "dest", ".", "read", "(", ")", "\|", "src", ".", "read", "(", ")", ")" ]	74.222222	0.010355
def handle_events( function_maps, event_queue, event_matches_function_map, terminate_signal): """Waits for events on the event queue and calls the registered functions. :param function_maps: A list of classes that have inheritted from :class:`FunctionMap`\ s describing what to do with e...	[ "def", "handle_events", "(", "function_maps", ",", "event_queue", ",", "event_matches_function_map", ",", "terminate_signal", ")", ":", "while", "True", ":", "# print(\"HANDLE: Waiting for events!\")", "event", "=", "event_queue", ".", "get", "(", ")", "# print(\"HANDLE...	42.393939	0.001398
async def get_type(media, path=None): """ Parameters ---------- media : file object A file object of the image path : str, optional The path to the file Returns ------- str The mimetype of the media str The category of the media on Twitter """ ...	[ "async", "def", "get_type", "(", "media", ",", "path", "=", "None", ")", ":", "if", "magic", ":", "if", "not", "media", ":", "raise", "TypeError", "(", "\"Media data is empty\"", ")", "_logger", ".", "debug", "(", "\"guessing mimetype using magic\"", ")", "m...	26.485714	0.001041
def rows(self, cell_mode=CellMode.cooked): """Generates a sequence of parsed rows from the worksheet. The cells are parsed according to the cell_mode argument. """ for row_index in range(self.nrows): yield self.parse_row(self.get_row(row_index), row_index, cell_mode)	[ "def", "rows", "(", "self", ",", "cell_mode", "=", "CellMode", ".", "cooked", ")", ":", "for", "row_index", "in", "range", "(", "self", ".", "nrows", ")", ":", "yield", "self", ".", "parse_row", "(", "self", ".", "get_row", "(", "row_index", ")", ","...	47.333333	0.010381
def iter_valid_fields(meta): """walk through the available valid fields..""" # fetch field configuration and always add the id_field as exclude meta_fields = getattr(meta, 'fields', ()) meta_exclude = getattr(meta, 'exclude', ()) meta_exclude += (meta.document._meta.get('id_field'),) # walk th...	[ "def", "iter_valid_fields", "(", "meta", ")", ":", "# fetch field configuration and always add the id_field as exclude", "meta_fields", "=", "getattr", "(", "meta", ",", "'fields'", ",", "(", ")", ")", "meta_exclude", "=", "getattr", "(", "meta", ",", "'exclude'", "...	38.8	0.001258
def convert_selu(params, w_name, scope_name, inputs, layers, weights, names): """ Convert selu layer. Args: params: dictionary with layer parameters w_name: name prefix in state_dict scope_name: pytorch scope name inputs: pytorch node inputs layers: dictionary with k...	[ "def", "convert_selu", "(", "params", ",", "w_name", ",", "scope_name", ",", "inputs", ",", "layers", ",", "weights", ",", "names", ")", ":", "print", "(", "'Converting selu ...'", ")", "if", "names", "==", "'short'", ":", "tf_name", "=", "'SELU'", "+", ...	30	0.001346
def _insert_paragraph_before(self): """ Return a newly created paragraph, inserted directly before this paragraph. """ p = self._p.add_p_before() return Paragraph(p, self._parent)	[ "def", "_insert_paragraph_before", "(", "self", ")", ":", "p", "=", "self", ".", "_p", ".", "add_p_before", "(", ")", "return", "Paragraph", "(", "p", ",", "self", ".", "_parent", ")" ]	31.571429	0.008811
def on_same_strand(self): '''Returns true iff the direction of the alignment is the same in the reference and the query''' return (self.ref_start < self.ref_end) == (self.qry_start < self.qry_end)	[ "def", "on_same_strand", "(", "self", ")", ":", "return", "(", "self", ".", "ref_start", "<", "self", ".", "ref_end", ")", "==", "(", "self", ".", "qry_start", "<", "self", ".", "qry_end", ")" ]	70	0.018868
def set_password(self, service, username, password): """Set password for the username of the service """ service = self._safe_string(service) username = self._safe_string(username) password = self._safe_string(password) attrs = GnomeKeyring.Attribute.list_new() Gn...	[ "def", "set_password", "(", "self", ",", "service", ",", "username", ",", "password", ")", ":", "service", "=", "self", ".", "_safe_string", "(", "service", ")", "username", "=", "self", ".", "_safe_string", "(", "username", ")", "password", "=", "self", ...	52.85	0.001859
def children(self): """获取此话题的子话题 :return: 此话题的子话题，返回生成器 :rtype: Topic.Iterable """ self._make_soup() child_topic_tag = self.soup.find('div', class_='child-topic') if child_topic_tag is None: return [] elif '共有' not in child_topic_tag.contents...	[ "def", "children", "(", "self", ")", ":", "self", ".", "_make_soup", "(", ")", "child_topic_tag", "=", "self", ".", "soup", ".", "find", "(", "'div'", ",", "class_", "=", "'child-topic'", ")", "if", "child_topic_tag", "is", "None", ":", "return", "[", ...	38.694444	0.001401
def _processor(self): """Application processor to setup session for every request""" self.store.cleanup(self._config.timeout) self._load()	[ "def", "_processor", "(", "self", ")", ":", "self", ".", "store", ".", "cleanup", "(", "self", ".", "_config", ".", "timeout", ")", "self", ".", "_load", "(", ")" ]	39.75	0.012346
def remove_invalid_xml_chars(raw_xml): """Remove control and invalid characters from an xml stream. Looks for invalid characters and subtitutes them with whitespaces. This solution is based on these two posts: Olemis Lang's reponse on StackOverflow (http://stackoverflow.com/questions/1707890) and l...	[ "def", "remove_invalid_xml_chars", "(", "raw_xml", ")", ":", "illegal_unichrs", "=", "[", "(", "0x00", ",", "0x08", ")", ",", "(", "0x0B", ",", "0x1F", ")", ",", "(", "0x7F", ",", "0x84", ")", ",", "(", "0x86", ",", "0x9F", ")", "]", "illegal_ranges"...	32	0.001011
def _build_proxy_contract_creation_constructor(self, master_copy: str, initializer: bytes, funder: str, payment_toke...	[ "def", "_build_proxy_contract_creation_constructor", "(", "self", ",", "master_copy", ":", "str", ",", "initializer", ":", "bytes", ",", "funder", ":", "str", ",", "payment_token", ":", "str", ",", "payment", ":", "int", ")", "->", "ContractConstructor", ":", ...	45.583333	0.008057
def generateStats(filename, statsInfo, maxSamples = None, filters=[], cache=True): """Generate requested statistics for a dataset and cache to a file. If filename is None, then don't cache to a file""" # Sanity checking if not isinstance(statsInfo, dict): raise RuntimeError("statsInfo must be a dict -- " ...	[ "def", "generateStats", "(", "filename", ",", "statsInfo", ",", "maxSamples", "=", "None", ",", "filters", "=", "[", "]", ",", "cache", "=", "True", ")", ":", "# Sanity checking", "if", "not", "isinstance", "(", "statsInfo", ",", "dict", ")", ":", "raise...	32.325	0.017261
def delete(self, rid, raise_on_error=True): """Write cache data to the data store. Args: rid (str): The record identifier. raise_on_error (bool): If True and not r.ok this method will raise a RunTimeError. Returns: object : Python request response. "...	[ "def", "delete", "(", "self", ",", "rid", ",", "raise_on_error", "=", "True", ")", ":", "return", "self", ".", "ds", ".", "delete", "(", "rid", ",", "raise_on_error", ")" ]	33	0.008043
def delete_user_contact_list(self, id, contact_list_id, **data): """ DELETE /users/:id/contact_lists/:contact_list_id/ Deletes the contact list. Returns ``{"deleted": true}``. """ return self.delete("/users/{0}/contact_lists/{0}/".format(id,contact_list_id), data=data)	[ "def", "delete_user_contact_list", "(", "self", ",", "id", ",", "contact_list_id", ",", "", "", "data", ")", ":", "return", "self", ".", "delete", "(", "\"/users/{0}/contact_lists/{0}/\"", ".", "format", "(", "id", ",", "contact_list_id", ")", ",", "data", ...	44.571429	0.015723
def multiplySeries(requestContext, *seriesLists): """ Takes two or more series and multiplies their points. A constant may not be used. To multiply by a constant, use the scale() function. Example:: &target=multiplySeries(Series.dividends,Series.divisors) """ if not seriesLists or no...	[ "def", "multiplySeries", "(", "requestContext", ",", "*", "seriesLists", ")", ":", "if", "not", "seriesLists", "or", "not", "any", "(", "seriesLists", ")", ":", "return", "[", "]", "seriesList", ",", "start", ",", "end", ",", "step", "=", "normalize", "(...	31.217391	0.001351
def carry_over_color(lines): """ Given a sequence of lines, for each line that contains a ANSI color escape sequence without a reset, add a reset to the end of that line and copy all colors in effect at the end of it to the beginning of the next line. """ lines2 = [] in_effect = '' for s...	[ "def", "carry_over_color", "(", "lines", ")", ":", "lines2", "=", "[", "]", "in_effect", "=", "''", "for", "s", "in", "lines", ":", "s", "=", "in_effect", "+", "s", "in_effect", "=", "''", "m", "=", "re", ".", "search", "(", "COLOR_BEGIN_RGX", "+", ...	35.176471	0.001629
def guess_external_url(local_host, port): """Return a URL that is most likely to route to `local_host` from outside. The point is that we may be running on a remote host from the user's point of view, so they can't access `local_host` from a Web browser just by typing ``http://localhost:12345/``. "...	[ "def", "guess_external_url", "(", "local_host", ",", "port", ")", ":", "if", "local_host", "in", "[", "'0.0.0.0'", ",", "'::'", "]", ":", "# The server is listening on all interfaces, but we have to pick one.", "# The system's FQDN should give us a hint.", "local_host", "=", ...	45.258065	0.000698
def tf_summary_to_dict(tf_summary_str_or_pb, namespace=""): """Convert a Tensorboard Summary to a dictionary Accepts either a tensorflow.summary.Summary or one encoded as a string. """ values = {} if isinstance(tf_summary_str_or_pb, Summary): summary_pb = tf_summary_str_or_pb elif i...	[ "def", "tf_summary_to_dict", "(", "tf_summary_str_or_pb", ",", "namespace", "=", "\"\"", ")", ":", "values", "=", "{", "}", "if", "isinstance", "(", "tf_summary_str_or_pb", ",", "Summary", ")", ":", "summary_pb", "=", "tf_summary_str_or_pb", "elif", "isinstance", ...	43.847826	0.00097
def set_pin_retries(ctx, pw_attempts, admin_pin, force): """ Manage pin-retries. Sets the number of attempts available before locking for each PIN. PW_ATTEMPTS should be three integer values corresponding to the number of attempts for the PIN, Reset Code, and Admin PIN, respectively. """ c...	[ "def", "set_pin_retries", "(", "ctx", ",", "pw_attempts", ",", "admin_pin", ",", "force", ")", ":", "controller", "=", "ctx", ".", "obj", "[", "'controller'", "]", "resets_pins", "=", "controller", ".", "version", "<", "(", "4", ",", "0", ",", "0", ")"...	40.428571	0.002301
def parse_command_line_parameters(): """ Parses command line arguments """ usage = 'usage: %prog [options] fasta_filepath' version = 'Version: %prog 0.1' parser = OptionParser(usage=usage, version=version) # A binary 'verbose' flag parser.add_option('-p', '--is_protein', action='store_true', ...	[ "def", "parse_command_line_parameters", "(", ")", ":", "usage", "=", "'usage: %prog [options] fasta_filepath'", "version", "=", "'Version: %prog 0.1'", "parser", "=", "OptionParser", "(", "usage", "=", "usage", ",", "version", "=", "version", ")", "# A binary 'verbose' ...	40.608696	0.001046
def getInterpretation(self): """ Get the value of the previously POSTed Tropo action. """ actions = self._actions if (type (actions) is list): dict = actions[0] else: dict = actions return dict['interpretation']	[ "def", "getInterpretation", "(", "self", ")", ":", "actions", "=", "self", ".", "_actions", "if", "(", "type", "(", "actions", ")", "is", "list", ")", ":", "dict", "=", "actions", "[", "0", "]", "else", ":", "dict", "=", "actions", "return", "dict", ...	25.636364	0.010274
def _set_leftMargin(self, value): """ value will be an int or float. Subclasses may override this method. """ diff = value - self.leftMargin self.moveBy((diff, 0)) self.width += diff	[ "def", "_set_leftMargin", "(", "self", ",", "value", ")", ":", "diff", "=", "value", "-", "self", ".", "leftMargin", "self", ".", "moveBy", "(", "(", "diff", ",", "0", ")", ")", "self", ".", "width", "+=", "diff" ]	25.666667	0.008368
def mix(self, cls): """ Returns a subclass of `cls` mixed with `self.mixins`. :param cls: The base class to mix into :type cls: `class` """ if hasattr(cls, 'unmixed_class'): base_class = cls.unmixed_class old_mixins = cls.__bases__[1:] # Skip th...	[ "def", "mix", "(", "self", ",", "cls", ")", ":", "if", "hasattr", "(", "cls", ",", "'unmixed_class'", ")", ":", "base_class", "=", "cls", ".", "unmixed_class", "old_mixins", "=", "cls", ".", "__bases__", "[", "1", ":", "]", "# Skip the original unmixed cla...	34.914286	0.002389
def compute_similarity(F, bound_idxs, dirichlet=False, xmeans=False, k=5, offset=4): """Main function to compute the segment similarity of file file_struct. Parameters ---------- F: np.ndarray Matrix containing one feature vector per row. bound_idxs: np.ndarray ...	[ "def", "compute_similarity", "(", "F", ",", "bound_idxs", ",", "dirichlet", "=", "False", ",", "xmeans", "=", "False", ",", "k", "=", "5", ",", "offset", "=", "4", ")", ":", "# Get the feature segments", "feat_segments", "=", "get_feat_segments", "(", "F", ...	36.37037	0.000992
def get_dataframe(): """ get a generic (default) control section dataframe Returns ------- pandas.DataFrame : pandas.DataFrame """ names = [] [names.extend(line.split()) for line in CONTROL_VARIABLE_LINES] defaults = [] [defaults.extend(...	[ "def", "get_dataframe", "(", ")", ":", "names", "=", "[", "]", "[", "names", ".", "extend", "(", "line", ".", "split", "(", ")", ")", "for", "line", "in", "CONTROL_VARIABLE_LINES", "]", "defaults", "=", "[", "]", "[", "defaults", ".", "extend", "(", ...	34.555556	0.021898
def InitLog(file_name=None, log_level=logging.DEBUG, screen_level=logging.CRITICAL, pdb=False): ''' A little routine to initialize the logging functionality. :param str file_name: The name of the file to log to. \ Default :py:obj:`None` (set internally by :py:mod:`everest`) :para...	[ "def", "InitLog", "(", "file_name", "=", "None", ",", "log_level", "=", "logging", ".", "DEBUG", ",", "screen_level", "=", "logging", ".", "CRITICAL", ",", "pdb", "=", "False", ")", ":", "# Initialize the logging", "root", "=", "logging", ".", "getLogger", ...	32.166667	0.001257
def _build_discrete_cmap(cmap, levels, extend, filled): """ Build a discrete colormap and normalization of the data. """ import matplotlib as mpl if not filled: # non-filled contour plots extend = 'max' if extend == 'both': ext_n = 2 elif extend in ['min', 'max']: ...	[ "def", "_build_discrete_cmap", "(", "cmap", ",", "levels", ",", "extend", ",", "filled", ")", ":", "import", "matplotlib", "as", "mpl", "if", "not", "filled", ":", "# non-filled contour plots", "extend", "=", "'max'", "if", "extend", "==", "'both'", ":", "ex...	24.576923	0.001506
def get_next_action(self, request, application, label, roles): """ Process the get_next_action request at the current step. """ # if user is logged and and not applicant, steal the # application if 'is_applicant' in roles: # if we got this far, then we either we are logged i...	[ "def", "get_next_action", "(", "self", ",", "request", ",", "application", ",", "label", ",", "roles", ")", ":", "# if user is logged and and not applicant, steal the", "# application", "if", "'is_applicant'", "in", "roles", ":", "# if we got this far, then we either we are...	46.222222	0.000523
def _excel_cell(cls, cell, quote_everything=False, quote_numbers=True, _is_header=False): """ This will return a text that excel interprets correctly when importing csv :param cell: obj to store in the cell :param quote_everything: bool to quote ev...	[ "def", "_excel_cell", "(", "cls", ",", "cell", ",", "quote_everything", "=", "False", ",", "quote_numbers", "=", "True", ",", "_is_header", "=", "False", ")", ":", "if", "cell", "is", "None", ":", "return", "u''", "if", "cell", "is", "True", ":", "retu...	36.421053	0.002111
def is_number(dtype): """Return True is datatype dtype is a number kind""" return is_float(dtype) or ('int' in dtype.name) or ('long' in dtype.name) \ or ('short' in dtype.name)	[ "def", "is_number", "(", "dtype", ")", ":", "return", "is_float", "(", "dtype", ")", "or", "(", "'int'", "in", "dtype", ".", "name", ")", "or", "(", "'long'", "in", "dtype", ".", "name", ")", "or", "(", "'short'", "in", "dtype", ".", "name", ")" ]	49	0.01005
def user_avatar_url(username, size=64, default="retro"): """Get the avatar URL of the provided Fedora username. The URL is returned from the Libravatar service. Args: username (str): The username to get the avatar of. size (int): Size of the avatar in pixels (it's a square). defaul...	[ "def", "user_avatar_url", "(", "username", ",", "size", "=", "64", ",", "default", "=", "\"retro\"", ")", ":", "openid", "=", "\"http://{}.id.fedoraproject.org/\"", ".", "format", "(", "username", ")", "return", "libravatar_url", "(", "openid", "=", "openid", ...	39.285714	0.001776
def _get_site_coeffs(self, sites, imt): """ Extracts correct coefficients for each site from Table 5 on p. 208 for each site. :raises UserWarning: If vs30 is below limit for site class D, since "E- and F-type sites [...] are susceptible for liquefaction and failu...	[ "def", "_get_site_coeffs", "(", "self", ",", "sites", ",", "imt", ")", ":", "site_classes", "=", "self", ".", "get_nehrp_classes", "(", "sites", ")", "is_bedrock", "=", "self", ".", "is_bedrock", "(", "sites", ")", "if", "'E'", "in", "site_classes", ":", ...	35.8125	0.001699
def get_dataset(): """Create a dataset for machine learning of segmentations. Returns ------- tuple : (X, y) where X is a list of tuples. Each tuple is a feature. y is a list of labels (0 for 'not in one symbol' and 1 for 'in symbol') """ seg_data = "segmentation-X.npy" seg_...	[ "def", "get_dataset", "(", ")", ":", "seg_data", "=", "\"segmentation-X.npy\"", "seg_labels", "=", "\"segmentation-y.npy\"", "# seg_ids = \"segmentation-ids.npy\"", "if", "os", ".", "path", ".", "isfile", "(", "seg_data", ")", "and", "os", ".", "path", ".", "isfil...	40.693878	0.00049
def happy(args): """ %prog happy happy.txt Make bi-directed graph from HAPPY mapping data. JCVI encodes uncertainties in the order of the contigs / scaffolds. : separates scaffolds + means telomere (though the telomere repeats may not show because the telomere-adjacent sequence is missing)...	[ "def", "happy", "(", "args", ")", ":", "p", "=", "OptionParser", "(", "happy", ".", "__doc__", ")", "p", ".", "add_option", "(", "\"--prefix\"", ",", "help", "=", "\"Add prefix to the name [default: %default]\"", ")", "opts", ",", "args", "=", "p", ".", "p...	33.119048	0.002095
def check_partition_status(method, uri, partition, valid_statuses=None, invalid_statuses=None): """ Check that the partition is in one of the valid statuses (if specified) and not in one of the invalid statuses (if specified), as indicated by its 'status' property. If the...	[ "def", "check_partition_status", "(", "method", ",", "uri", ",", "partition", ",", "valid_statuses", "=", "None", ",", "invalid_statuses", "=", "None", ")", ":", "status", "=", "partition", ".", "properties", ".", "get", "(", "'status'", ",", "None", ")", ...	51.486486	0.000515
def _calc_position_for_pin(self, x, y, relative_position): """Determine position at fraction of x, y path. :param x,y: two equal length lists of values describing a path. :param relative_position: value between 0 and 1 :returns: the x, y position of the fraction (relative_position) ...	[ "def", "_calc_position_for_pin", "(", "self", ",", "x", ",", "y", ",", "relative_position", ")", ":", "try", ":", "max_idx_x", "=", "len", "(", "x", ")", "-", "1", "max_idx_y", "=", "len", "(", "y", ")", "-", "1", "except", "TypeError", ":", "return"...	37.285714	0.001245
def __intermediate_bridge(self, interface, i): """ converts NetJSON bridge to UCI intermediate data structure """ # ensure type "bridge" is only given to one logical interface if interface['type'] == 'bridge' and i < 2: bridge_members = ' '.join(interface.pop(...	[ "def", "__intermediate_bridge", "(", "self", ",", "interface", ",", "i", ")", ":", "# ensure type \"bridge\" is only given to one logical interface", "if", "interface", "[", "'type'", "]", "==", "'bridge'", "and", "i", "<", "2", ":", "bridge_members", "=", "' '", ...	45.633333	0.002146
def service_confirmation(self, conn, bslpdu): """Receive packets forwarded by the proxy and redirect them to the proxy network adapter.""" if _debug: ProxyServerService._debug("service_confirmation %r %r", conn, bslpdu) # make sure there is an adapter for it - or something went wrong if...	[ "def", "service_confirmation", "(", "self", ",", "conn", ",", "bslpdu", ")", ":", "if", "_debug", ":", "ProxyServerService", ".", "_debug", "(", "\"service_confirmation %r %r\"", ",", "conn", ",", "bslpdu", ")", "# make sure there is an adapter for it - or something wen...	51.8	0.011385
def breakpoint_info(self, handle=0, index=-1): """Returns the information about a set breakpoint. Note: Either ``handle`` or ``index`` can be specified. If the ``index`` is not provided, the ``handle`` must be set, and vice-versa. If both ``index`` and ``handle`` are pro...	[ "def", "breakpoint_info", "(", "self", ",", "handle", "=", "0", ",", "index", "=", "-", "1", ")", ":", "if", "index", "<", "0", "and", "handle", "==", "0", ":", "raise", "ValueError", "(", "'Handle must be provided if index is not set.'", ")", "bp", "=", ...	36.1875	0.001682
def stream_url(self): '''stream for this song - not re-encoded''' path = '/Audio/{}/universal'.format(self.id) return self.connector.get_url(path, userId=self.connector.userid, MaxStreamingBitrate=140000000, Container='opus', TranscodingContainer='opus...	[ "def", "stream_url", "(", "self", ")", ":", "path", "=", "'/Audio/{}/universal'", ".", "format", "(", "self", ".", "id", ")", "return", "self", ".", "connector", ".", "get_url", "(", "path", ",", "userId", "=", "self", ".", "connector", ".", "userid", ...	37.166667	0.02407
def targetSurfacemassLOS(self,d,l,log=False,deg=True): """ NAME: targetSurfacemassLOS PURPOSE: evaluate the target surface mass along the LOS given l and d INPUT: d - distance along the line of sight (can be Quantity) l - Galactic lon...	[ "def", "targetSurfacemassLOS", "(", "self", ",", "d", ",", "l", ",", "log", "=", "False", ",", "deg", "=", "True", ")", ":", "#Calculate R and phi", "if", "_APY_LOADED", "and", "isinstance", "(", "l", ",", "units", ".", "Quantity", ")", ":", "lrad", "=...	24.755556	0.017271
def catch_post_mortem(host='', port=5555, patch_stdstreams=False): """ A context manager for tracking potentially error-prone code If an unhandled exception is raised inside context manager's code block, the post-mortem debugger is started automatically. Example:: with web_pdb.catch_post_...	[ "def", "catch_post_mortem", "(", "host", "=", "''", ",", "port", "=", "5555", ",", "patch_stdstreams", "=", "False", ")", ":", "try", ":", "yield", "except", "Exception", ":", "post_mortem", "(", "None", ",", "host", ",", "port", ",", "patch_stdstreams", ...	30.961538	0.001205
def poisson_log_likelihood(x, data): """Poisson log-likelihood of ``data`` given noise parametrized by ``x``. Parameters ---------- x : ``op.domain`` element Value to condition the log-likelihood on. data : ``op.range`` element Data whose log-likelihood given ``x`` shall be calculat...	[ "def", "poisson_log_likelihood", "(", "x", ",", "data", ")", ":", "if", "np", ".", "any", "(", "np", ".", "less", "(", "x", ",", "0", ")", ")", ":", "raise", "ValueError", "(", "'`x` must be non-negative'", ")", "return", "np", ".", "sum", "(", "data...	32.071429	0.002165
def keys(self, section, prefix=None): """ Returns all keys of a section in a list. When prefix is set, only keys starting with that prefix are returned """ return [key for key, _ in self.items(section) if (not prefix or key.startswith(prefix))]	[ "def", "keys", "(", "self", ",", "section", ",", "prefix", "=", "None", ")", ":", "return", "[", "key", "for", "key", ",", "_", "in", "self", ".", "items", "(", "section", ")", "if", "(", "not", "prefix", "or", "key", ".", "startswith", "(", "pre...	47.166667	0.013889
def transpose_func(classes, table): """ Transpose table. :param classes: classes :type classes : list :param table: input matrix :type table : dict :return: transposed table as dict """ transposed_table = table for i, item1 in enumerate(classes): for j, item2 in enumerat...	[ "def", "transpose_func", "(", "classes", ",", "table", ")", ":", "transposed_table", "=", "table", "for", "i", ",", "item1", "in", "enumerate", "(", "classes", ")", ":", "for", "j", ",", "item2", "in", "enumerate", "(", "classes", ")", ":", "if", "i", ...	30.666667	0.001757
def fetch(self, start=None, stop=None): """ Fetch log records and return them as a list. \|Args\| * ``start`` (int): non-negative index of the first log record to return. * ``stop`` (int): non-negative index of the last log record to return. ...	[ "def", "fetch", "(", "self", ",", "start", "=", "None", ",", "stop", "=", "None", ")", ":", "# Set defaults if no explicit indices were provided.", "if", "not", "start", ":", "start", "=", "0", "if", "not", "stop", ":", "stop", "=", "len", "(", "self", "...	25.538462	0.001934
def Scroll_up(self, n, dl = 0): """鼠标滚轮向上n次 """ self.Delay(dl) self.mouse.scroll(vertical = n)	[ "def", "Scroll_up", "(", "self", ",", "n", ",", "dl", "=", "0", ")", ":", "self", ".", "Delay", "(", "dl", ")", "self", ".", "mouse", ".", "scroll", "(", "vertical", "=", "n", ")" ]	24.4	0.047619
def generate_single_return_period(args): """ This function calculates a single return period for a single reach """ qout_file, return_period_file, rivid_index_list, step, num_years, \ method, mp_lock = args skewvals = [-3.0, -2.8, -2.6, -2.4, -2.2, -2.0, -1.8, -1.6, -1.4, -1.2, ...	[ "def", "generate_single_return_period", "(", "args", ")", ":", "qout_file", ",", "return_period_file", ",", "rivid_index_list", ",", "step", ",", "num_years", ",", "method", ",", "mp_lock", "=", "args", "skewvals", "=", "[", "-", "3.0", ",", "-", "2.8", ",",...	51.171642	0.000143
def check_auth(args): """ Checks courseraoauth2client's connectivity to the coursera.org API servers for a specific application """ oauth2_instance = oauth2.build_oauth2(args.app, args) auth = oauth2_instance.build_authorizer() my_profile_url = ( 'https://api.coursera.org/api/externa...	[ "def", "check_auth", "(", "args", ")", ":", "oauth2_instance", "=", "oauth2", ".", "build_oauth2", "(", "args", ".", "app", ",", "args", ")", "auth", "=", "oauth2_instance", ".", "build_authorizer", "(", ")", "my_profile_url", "=", "(", "'https://api.coursera....	30.461538	0.002447
def get_resources_vms(call=None, resFilter=None, includeConfig=True): ''' Retrieve all VMs available on this environment CLI Example: .. code-block:: bash salt-cloud -f get_resources_vms my-proxmox-config ''' timeoutTime = time.time() + 60 while True: log.debug('Getting r...	[ "def", "get_resources_vms", "(", "call", "=", "None", ",", "resFilter", "=", "None", ",", "includeConfig", "=", "True", ")", ":", "timeoutTime", "=", "time", ".", "time", "(", ")", "+", "60", "while", "True", ":", "log", ".", "debug", "(", "'Getting re...	32.462963	0.000554

def _levenshtein_distance(s1, s2): """ :param s1: A list or string :param s2: Another list or string :returns: The levenshtein distance between the two """ if len(s1) > len(s2): s1, s2 = s2, s1 distances = range(len(s1) + 1) for index2, num2 in enumerate(s2): new_dis...

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def get(self, key): """ Retrieve object indexed by <key> """ try: try: obj = self.bucket.get(key) except couchbase.exception.MemcachedError, inst: if str(inst) == "Memcached error #1: Not found": # for some reason the py cb client raises an error when ...

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def tree_sph(polar, azimuthal, n, standardization, symbolic=False): """Evaluate all spherical harmonics of degree at most `n` at angles `polar`, `azimuthal`. """ cos = numpy.vectorize(sympy.cos) if symbolic else numpy.cos # Conventions from # <https://en.wikipedia.org/wiki/Spherical_harmonics#O...

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def _getEnumValues(self, data): """ Returns a list of dictionary of valis value for this setting. """ enumstr = data.attrib.get('enumValues') if not enumstr: return None if ':' in enumstr: return {self._cast(k): v for k, v in [kv.split(':') for kv in enumstr.split...

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def img2img_transformer2d_q3(): """Current best hparams for local 2d.""" hparams = img2img_transformer2d_q1() hparams.batch_size = 2 hparams.query_shape = (8, 16) hparams.memory_flange = (8, 32) return hparams

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def add_mod(self, seq, mod): """Create a tree.{Complement, LookAhead, Neg, Until}""" modstr = self.value(mod) if modstr == '~': seq.parser_tree = parsing.Complement(seq.parser_tree) elif modstr == '!!': seq.parser_tree = parsing.LookAhead(seq.parser_tree) elif modstr == '!': ...

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def do_GET(self): """Implement the HTTP GET method. The bulk of this code is wrapped in a big try block and anywhere within the code may raise an IIIFError which then results in an IIIF error response (section 5 of spec). """ self.compliance_uri = None self.iiif ...

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def relpath(self): """Relative path.""" try: return os.path.relpath(self.path) except OSError: # current working directory may not be defined! return self.path

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def profile_update(request, template="accounts/account_profile_update.html", extra_context=None): """ Profile update form. """ profile_form = get_profile_form() form = profile_form(request.POST or None, request.FILES or None, instance=request.user) if r...

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def rollback(using=None, sid=None): """ Possibility of calling transaction.rollback() in new Django versions (in atomic block). Important: transaction savepoint (sid) is required for Django < 1.8 """ if sid: django.db.transaction.savepoint_rollback(sid) else: try: dj...

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def sbar_(self, stack_index=None, label=None, style=None, opts=None, options={}): """ Get a stacked bar chart """ self.opts(dict(stack_index=stack_index, color_index=stack_index)) try: if stack_index is None: self.err(self.sbar_, "Please provide a stack index parameter") options["stack_index"] ...

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def validate(self, document, schema=None, update=False, normalize=True): """ Normalizes and validates a mapping against a validation-schema of defined rules. :param document: The document to normalize. :type document: any :term:`mapping` :param schema: The validation schema. Def...

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def create(self, request): """ Read the GeoJSON feature collection from the request body and create new objects in the database. """ if self.readonly: return HTTPMethodNotAllowed(headers={'Allow': 'GET, HEAD'}) collection = loads(request.body, object_hook=GeoJSON.to_insta...

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def doi_exists(self, doi): """ This method retrieve a boolean according to the existence of a crossref DOI number. It returns False if the API results a 404 status code. args: Crossref DOI id (String) return: Boolean Example 1: >>> from crossref.restful imp...

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def parse_extends(self): """ For each part, create the inheritance parts from the ' extends ' """ # To be able to manage multiple extends, you need to # destroy the actual node and create many nodes that have # mono extend. The first one gets all the css rules for...

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def decode(col, charset): """ Computes the first argument into a string from a binary using the provided character set (one of 'US-ASCII', 'ISO-8859-1', 'UTF-8', 'UTF-16BE', 'UTF-16LE', 'UTF-16'). """ sc = SparkContext._active_spark_context return Column(sc._jvm.functions.decode(_to_java_column(...

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def deployment_export_template(name, resource_group, **kwargs): ''' .. versionadded:: 2019.2.0 Exports the template used for the specified deployment. :param name: The name of the deployment to query. :param resource_group: The resource group name assigned to the deployment. CLI Exam...

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def is_declared(self): """ :return: True is the table is declared in the schema. """ return self.connection.query( 'SHOW TABLES in `{database}` LIKE "{table_name}"'.format( database=self.database, table_name=self.table_name)).rowcount > 0

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def from_hostname(cls, hostname): """Retrieve virtual machine id associated to a hostname.""" result = cls.list({'hostname': str(hostname)}) if result: return result[0]['id']

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def parse_page(raw_page): """Create a dictionary with title, id, and list of revisions. The dictionary contains: "title": a string "id": an integer "revisions": a list of strings Args: raw_page: a string Returns: a dictionary, or None in the case of an error. """ ret = {"title": get_title(r...

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def convert(source_file, target_file, trim_unused_by_output="", verbose=False, compress_f16=False): """ Converts a TensorFlow model into a Barracuda model. :param source_file: The TensorFlow Model :param target_file: The name of the file the converted model will be saved to :param trim_unused_by_out...

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def get_ht_op(_, data): """http://git.kernel.org/cgit/linux/kernel/git/jberg/iw.git/tree/scan.c?id=v3.17#n766. Positional arguments: data -- bytearray data to read. Returns: Dict. """ protection = ('no', 'nonmember', 20, 'non-HT mixed') sta_chan_width = (20, 'any') answers = { ...

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def tempput(local_path=None, remote_path=None, use_sudo=False, mirror_local_mode=False, mode=None): """Put a file to remote and remove it afterwards""" import warnings warnings.simplefilter('ignore', RuntimeWarning) if remote_path is None: remote_path = os.tempnam() put(local_pat...

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def _add_warc_action_log(self, path, url): '''Add the action log to the WARC file.''' _logger.debug('Adding action log record.') actions = [] with open(path, 'r', encoding='utf-8', errors='replace') as file: for line in file: actions.append(json.loads(line)) ...

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def underscore_to_camelcase(value, first_upper=True): """Transform string from underscore_string to camelCase. :param value: string with underscores :param first_upper: the result will have its first character in upper case :type value: str :return: string in CamelCase or camelCase according to the...

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def lineAndColumnAt(s, pos): r"""Return line and column of `pos` (0-based!) in `s`. Lines start with 1, columns with 0. Examples: >>> lineAndColumnAt("0123\n56", 5) (2, 0) >>> lineAndColumnAt("0123\n56", 6) (2, 1) >>> lineAndColumnAt("0123\n56", 0) (1, 0) """ if pos >= len(...

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def table( self, kudu_name, name=None, database=None, persist=False, external=True ): """ Convenience to expose an existing Kudu table (using CREATE TABLE) as an Impala table. To create a new table both in the Hive Metastore with storage in Kudu, use create_table. No...

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def pop_option(function, name): """ Used to remove an option applied by the @click.option decorator. This is useful for when you want to subclass a decorated resource command and *don't* want all of the options provided by the parent class' implementation. """ for option in getattr(function...

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def xmoe_2d(): """Two-dimensional hierarchical mixture of 16 experts.""" hparams = xmoe_top_2() hparams.decoder_layers = ["att", "hmoe"] * 4 hparams.mesh_shape = "b0:2;b1:4" hparams.outer_batch_size = 4 hparams.layout = "outer_batch:b0;inner_batch:b1,expert_x:b1,expert_y:b0" hparams.moe_num_experts = [4, ...

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def estimate(coll, filter={}, sample=1): """ Estimate the number of documents in the collection matching the filter. Sample may be a fixed number of documents to sample or a percentage of the total collection size. >>> coll = getfixture('bulky_collection') >>> estimate(coll) 100 >>...

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def start_resolver(finder=None, wheel_cache=None): """Context manager to produce a resolver. :param finder: A package finder to use for searching the index :type finder: :class:`~pip._internal.index.PackageFinder` :return: A 3-tuple of finder, preparer, resolver :rtype: (:class:`~pip._internal.oper...

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def native_container(self): """Native container object.""" if self.__native is None: self.__native = self._get_container() return self.__native

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def delete(args): """ Delete a template by name """ m = TemplateManager(args.hosts) m.delete(args.name)

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def immerkaer(input, mode="reflect", cval=0.0): r""" Estimate the global noise. The input image is assumed to have additive zero mean Gaussian noise. Using a convolution with a Laplacian operator and a subsequent averaging the standard deviation sigma of this noise is estimated. This estimation...

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def remove_event(self, ref): """ Removes an event for a ref (reference), """ # is this reference one which has been setup? if ref in self._refs: self._refs[ref].remove_callback(ref)

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def _match_excluded(self, filename, patterns): """Call match real directly to skip unnecessary `exists` check.""" return _wcparse._match_real( filename, patterns._include, patterns._exclude, patterns._follow, self.symlinks )

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def fig_kernel_lfp(savefolders, params, transient=200, T=[800., 1000.], X='L5E', lags=[20, 20], channels=[0,3,7,11,13]): ''' This function calculates the STA of LFP, extracts kernels and recontructs the LFP from kernels. Arguments :: transient : the time in milliseconds, ...

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def set_log_file(local_file=None): """ 设置日志记录，按照每天一个文件，记录包括 info 以及以上级别的内容；日志格式采取日志文件名直接加上日期，比如 fish_test.log.2018-05-27 :param: * local_fie: (string) 日志文件名 :return: 无举例如下:: from fishbase.fish_logger import * from fishbase.fish_file import * log_abs_filenam...

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def addSourceLocation(self, sourceLocationUri, weight): """ add a list of relevant sources by identifying them by their geographic location @param sourceLocationUri: uri of the location where the sources should be geographically located @param weight: importance of the provided list of s...

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def label(self): """"Return first child of the column that is marked as a label. Returns self if the column is a label""" if self.valuetype_class.is_label(): return self for c in self.table.columns: if c.parent == self.name and c.valuetype_class.is_label(): ...

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def get_accounts(self, **params): """https://developers.coinbase.com/api/v2#list-accounts""" response = self._get('v2', 'accounts', params=params) return self._make_api_object(response, Account)

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def extract_edges_from_callable(fn): """ This takes args and kwargs provided, and returns the names of the strings assigned. If a string is not provided for a value, an exception is raised. This is how we extract the edges provided in the brap call lambdas. """ def extractor(*args, **kwargs): ...

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def bake(self, element, last_step=None): """Apply recipes to HTML tree. Will build recipes if needed.""" if last_step is not None: try: self.state['steps'] = [s for s in self.state['steps'] if int(s) < int(last_step)] except...

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def add_edges_from(self, ebunch, attr_dict=None, **attr): """Version of add_edges_from that only writes to the database once""" if attr_dict is None: attr_dict = attr else: try: attr_dict.update(attr) except AttributeError: rais...

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def memoized(maxsize=1024): """ Momoization decorator for immutable classes and pure functions. """ cache = SimpleCache(maxsize=maxsize) def decorator(obj): @wraps(obj) def new_callable(*a, **kw): def create_new(): return obj(*a, **kw) key = ...

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def dump(obj, attributes = True, _refset = None): "Show full value of a data object" if _refset is None: _refset = set() if obj is None: return None elif isinstance(obj, DataObject): if id(obj) in _refset: attributes = False else: _refset.a...

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def CheckFile(self, filename): """Validates the artifacts definition in a specific file. Args: filename (str): name of the artifacts definition file. Returns: bool: True if the file contains valid artifacts definitions. """ result = True artifact_reader = reader.YamlArtifactsReader...

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def interpret_bit_flags(bit_flags, flip_bits=None): """ Converts input bit flags to a single integer value (bitmask) or `None`. When input is a list of flags (either a Python list of integer flags or a sting of comma- or '+'-separated list of flags), the returned bitmask is obtained by summing inpu...

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def POR(cpu, dest, src): """ Performs a bitwise logical OR operation on the source operand (second operand) and the destination operand (first operand) and stores the result in the destination operand. The source operand can be an MMX technology register or a 64-bit memory location or it...

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def handle_events( function_maps, event_queue, event_matches_function_map, terminate_signal): """Waits for events on the event queue and calls the registered functions. :param function_maps: A list of classes that have inheritted from :class:`FunctionMap`\ s describing what to do with e...

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async def get_type(media, path=None): """ Parameters ---------- media : file object A file object of the image path : str, optional The path to the file Returns ------- str The mimetype of the media str The category of the media on Twitter """ ...

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def rows(self, cell_mode=CellMode.cooked): """Generates a sequence of parsed rows from the worksheet. The cells are parsed according to the cell_mode argument. """ for row_index in range(self.nrows): yield self.parse_row(self.get_row(row_index), row_index, cell_mode)

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def iter_valid_fields(meta): """walk through the available valid fields..""" # fetch field configuration and always add the id_field as exclude meta_fields = getattr(meta, 'fields', ()) meta_exclude = getattr(meta, 'exclude', ()) meta_exclude += (meta.document._meta.get('id_field'),) # walk th...

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def convert_selu(params, w_name, scope_name, inputs, layers, weights, names): """ Convert selu layer. Args: params: dictionary with layer parameters w_name: name prefix in state_dict scope_name: pytorch scope name inputs: pytorch node inputs layers: dictionary with k...

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def _insert_paragraph_before(self): """ Return a newly created paragraph, inserted directly before this paragraph. """ p = self._p.add_p_before() return Paragraph(p, self._parent)

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def on_same_strand(self): '''Returns true iff the direction of the alignment is the same in the reference and the query''' return (self.ref_start < self.ref_end) == (self.qry_start < self.qry_end)

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def set_password(self, service, username, password): """Set password for the username of the service """ service = self._safe_string(service) username = self._safe_string(username) password = self._safe_string(password) attrs = GnomeKeyring.Attribute.list_new() Gn...

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def children(self): """获取此话题的子话题 :return: 此话题的子话题，返回生成器 :rtype: Topic.Iterable """ self._make_soup() child_topic_tag = self.soup.find('div', class_='child-topic') if child_topic_tag is None: return [] elif '共有' not in child_topic_tag.contents...

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def _processor(self): """Application processor to setup session for every request""" self.store.cleanup(self._config.timeout) self._load()

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def remove_invalid_xml_chars(raw_xml): """Remove control and invalid characters from an xml stream. Looks for invalid characters and subtitutes them with whitespaces. This solution is based on these two posts: Olemis Lang's reponse on StackOverflow (http://stackoverflow.com/questions/1707890) and l...

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def _build_proxy_contract_creation_constructor(self, master_copy: str, initializer: bytes, funder: str, payment_toke...

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def generateStats(filename, statsInfo, maxSamples = None, filters=[], cache=True): """Generate requested statistics for a dataset and cache to a file. If filename is None, then don't cache to a file""" # Sanity checking if not isinstance(statsInfo, dict): raise RuntimeError("statsInfo must be a dict -- " ...

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

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def delete_user_contact_list(self, id, contact_list_id, **data): """ DELETE /users/:id/contact_lists/:contact_list_id/ Deletes the contact list. Returns ``{"deleted": true}``. """ return self.delete("/users/{0}/contact_lists/{0}/".format(id,contact_list_id), data=data)

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def multiplySeries(requestContext, *seriesLists): """ Takes two or more series and multiplies their points. A constant may not be used. To multiply by a constant, use the scale() function. Example:: &target=multiplySeries(Series.dividends,Series.divisors) """ if not seriesLists or no...

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def carry_over_color(lines): """ Given a sequence of lines, for each line that contains a ANSI color escape sequence without a reset, add a reset to the end of that line and copy all colors in effect at the end of it to the beginning of the next line. """ lines2 = [] in_effect = '' for s...

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def guess_external_url(local_host, port): """Return a URL that is most likely to route to `local_host` from outside. The point is that we may be running on a remote host from the user's point of view, so they can't access `local_host` from a Web browser just by typing ``http://localhost:12345/``. "...

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def tf_summary_to_dict(tf_summary_str_or_pb, namespace=""): """Convert a Tensorboard Summary to a dictionary Accepts either a tensorflow.summary.Summary or one encoded as a string. """ values = {} if isinstance(tf_summary_str_or_pb, Summary): summary_pb = tf_summary_str_or_pb elif i...

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def set_pin_retries(ctx, pw_attempts, admin_pin, force): """ Manage pin-retries. Sets the number of attempts available before locking for each PIN. PW_ATTEMPTS should be three integer values corresponding to the number of attempts for the PIN, Reset Code, and Admin PIN, respectively. """ c...

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def parse_command_line_parameters(): """ Parses command line arguments """ usage = 'usage: %prog [options] fasta_filepath' version = 'Version: %prog 0.1' parser = OptionParser(usage=usage, version=version) # A binary 'verbose' flag parser.add_option('-p', '--is_protein', action='store_true', ...

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def getInterpretation(self): """ Get the value of the previously POSTed Tropo action. """ actions = self._actions if (type (actions) is list): dict = actions[0] else: dict = actions return dict['interpretation']

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def _set_leftMargin(self, value): """ value will be an int or float. Subclasses may override this method. """ diff = value - self.leftMargin self.moveBy((diff, 0)) self.width += diff

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def mix(self, cls): """ Returns a subclass of `cls` mixed with `self.mixins`. :param cls: The base class to mix into :type cls: `class` """ if hasattr(cls, 'unmixed_class'): base_class = cls.unmixed_class old_mixins = cls.__bases__[1:] # Skip th...

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def compute_similarity(F, bound_idxs, dirichlet=False, xmeans=False, k=5, offset=4): """Main function to compute the segment similarity of file file_struct. Parameters ---------- F: np.ndarray Matrix containing one feature vector per row. bound_idxs: np.ndarray ...

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def get_dataframe(): """ get a generic (default) control section dataframe Returns ------- pandas.DataFrame : pandas.DataFrame """ names = [] [names.extend(line.split()) for line in CONTROL_VARIABLE_LINES] defaults = [] [defaults.extend(...

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def InitLog(file_name=None, log_level=logging.DEBUG, screen_level=logging.CRITICAL, pdb=False): ''' A little routine to initialize the logging functionality. :param str file_name: The name of the file to log to. \ Default :py:obj:`None` (set internally by :py:mod:`everest`) :para...

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def _build_discrete_cmap(cmap, levels, extend, filled): """ Build a discrete colormap and normalization of the data. """ import matplotlib as mpl if not filled: # non-filled contour plots extend = 'max' if extend == 'both': ext_n = 2 elif extend in ['min', 'max']: ...

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def get_next_action(self, request, application, label, roles): """ Process the get_next_action request at the current step. """ # if user is logged and and not applicant, steal the # application if 'is_applicant' in roles: # if we got this far, then we either we are logged i...

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def _excel_cell(cls, cell, quote_everything=False, quote_numbers=True, _is_header=False): """ This will return a text that excel interprets correctly when importing csv :param cell: obj to store in the cell :param quote_everything: bool to quote ev...

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def is_number(dtype): """Return True is datatype dtype is a number kind""" return is_float(dtype) or ('int' in dtype.name) or ('long' in dtype.name) \ or ('short' in dtype.name)

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def user_avatar_url(username, size=64, default="retro"): """Get the avatar URL of the provided Fedora username. The URL is returned from the Libravatar service. Args: username (str): The username to get the avatar of. size (int): Size of the avatar in pixels (it's a square). defaul...

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def _get_site_coeffs(self, sites, imt): """ Extracts correct coefficients for each site from Table 5 on p. 208 for each site. :raises UserWarning: If vs30 is below limit for site class D, since "E- and F-type sites [...] are susceptible for liquefaction and failu...

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def get_dataset(): """Create a dataset for machine learning of segmentations. Returns ------- tuple : (X, y) where X is a list of tuples. Each tuple is a feature. y is a list of labels (0 for 'not in one symbol' and 1 for 'in symbol') """ seg_data = "segmentation-X.npy" seg_...

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def happy(args): """ %prog happy happy.txt Make bi-directed graph from HAPPY mapping data. JCVI encodes uncertainties in the order of the contigs / scaffolds. : separates scaffolds + means telomere (though the telomere repeats may not show because the telomere-adjacent sequence is missing)...

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def check_partition_status(method, uri, partition, valid_statuses=None, invalid_statuses=None): """ Check that the partition is in one of the valid statuses (if specified) and not in one of the invalid statuses (if specified), as indicated by its 'status' property. If the...

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def _calc_position_for_pin(self, x, y, relative_position): """Determine position at fraction of x, y path. :param x,y: two equal length lists of values describing a path. :param relative_position: value between 0 and 1 :returns: the x, y position of the fraction (relative_position) ...

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def __intermediate_bridge(self, interface, i): """ converts NetJSON bridge to UCI intermediate data structure """ # ensure type "bridge" is only given to one logical interface if interface['type'] == 'bridge' and i < 2: bridge_members = ' '.join(interface.pop(...

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def service_confirmation(self, conn, bslpdu): """Receive packets forwarded by the proxy and redirect them to the proxy network adapter.""" if _debug: ProxyServerService._debug("service_confirmation %r %r", conn, bslpdu) # make sure there is an adapter for it - or something went wrong if...

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def breakpoint_info(self, handle=0, index=-1): """Returns the information about a set breakpoint. Note: Either ``handle`` or ``index`` can be specified. If the ``index`` is not provided, the ``handle`` must be set, and vice-versa. If both ``index`` and ``handle`` are pro...

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def stream_url(self): '''stream for this song - not re-encoded''' path = '/Audio/{}/universal'.format(self.id) return self.connector.get_url(path, userId=self.connector.userid, MaxStreamingBitrate=140000000, Container='opus', TranscodingContainer='opus...

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def targetSurfacemassLOS(self,d,l,log=False,deg=True): """ NAME: targetSurfacemassLOS PURPOSE: evaluate the target surface mass along the LOS given l and d INPUT: d - distance along the line of sight (can be Quantity) l - Galactic lon...

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def catch_post_mortem(host='', port=5555, patch_stdstreams=False): """ A context manager for tracking potentially error-prone code If an unhandled exception is raised inside context manager's code block, the post-mortem debugger is started automatically. Example:: with web_pdb.catch_post_...

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def poisson_log_likelihood(x, data): """Poisson log-likelihood of ``data`` given noise parametrized by ``x``. Parameters ---------- x : ``op.domain`` element Value to condition the log-likelihood on. data : ``op.range`` element Data whose log-likelihood given ``x`` shall be calculat...

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def keys(self, section, prefix=None): """ Returns all keys of a *section* in a list. When *prefix* is set, only keys starting with that prefix are returned """ return [key for key, _ in self.items(section) if (not prefix or key.startswith(prefix))]

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def transpose_func(classes, table): """ Transpose table. :param classes: classes :type classes : list :param table: input matrix :type table : dict :return: transposed table as dict """ transposed_table = table for i, item1 in enumerate(classes): for j, item2 in enumerat...

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def fetch(self, start=None, stop=None): """ Fetch log records and return them as a list. |Args| * ``start`` (**int**): non-negative index of the first log record to return. * ``stop`` (**int**): non-negative index of the last log record to return. ...

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def Scroll_up(self, n, dl = 0): """鼠标滚轮向上n次 """ self.Delay(dl) self.mouse.scroll(vertical = n)

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def generate_single_return_period(args): """ This function calculates a single return period for a single reach """ qout_file, return_period_file, rivid_index_list, step, num_years, \ method, mp_lock = args skewvals = [-3.0, -2.8, -2.6, -2.4, -2.2, -2.0, -1.8, -1.6, -1.4, -1.2, ...

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def check_auth(args): """ Checks courseraoauth2client's connectivity to the coursera.org API servers for a specific application """ oauth2_instance = oauth2.build_oauth2(args.app, args) auth = oauth2_instance.build_authorizer() my_profile_url = ( 'https://api.coursera.org/api/externa...

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def get_resources_vms(call=None, resFilter=None, includeConfig=True): ''' Retrieve all VMs available on this environment CLI Example: .. code-block:: bash salt-cloud -f get_resources_vms my-proxmox-config ''' timeoutTime = time.time() + 60 while True: log.debug('Getting r...

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