kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def get_linestyle(self, increment=1): """ Returns the current marker, then increments the marker by what's specified """ i = self.linestyles_index self.linestyles_index += increment if self.linestyles_index >= len(self.linestyles): self.linestyles_index = se...	[ "def", "get_linestyle", "(", "self", ",", "increment", "=", "1", ")", ":", "i", "=", "self", ".", "linestyles_index", "self", ".", "linestyles_index", "+=", "increment", "if", "self", ".", "linestyles_index", ">=", "len", "(", "self", ".", "linestyles", ")...	37.076923	22.615385
def create_attachment(self, upload_stream, scope_identifier, hub_name, plan_id, timeline_id, record_id, type, name, **kwargs): """CreateAttachment. [Preview API] :param object upload_stream: Stream to upload :param str scope_identifier: The project GUID to scope the request :para...	[ "def", "create_attachment", "(", "self", ",", "upload_stream", ",", "scope_identifier", ",", "hub_name", ",", "plan_id", ",", "timeline_id", ",", "record_id", ",", "type", ",", "name", ",", "", "", "kwargs", ")", ":", "route_values", "=", "{", "}", "if",...	53.3	24.325
def hpd_credible_interval(mu_in, post, alpha=0.9, tolerance=1e-3): ''' Returns the minimum and maximum rate values of the HPD (Highest Posterior Density) credible interval for a posterior post defined at the sample values mu_in. Samples need not be uniformly spaced and posterior need not be normali...	[ "def", "hpd_credible_interval", "(", "mu_in", ",", "post", ",", "alpha", "=", "0.9", ",", "tolerance", "=", "1e-3", ")", ":", "if", "alpha", "==", "1", ":", "nonzero_samples", "=", "mu_in", "[", "post", ">", "0", "]", "mu_low", "=", "numpy", ".", "mi...	42.72	19.76
def SettingsAddConnection(self, connection_settings): '''Add a connection. connection_settings is a String String Variant Map Map. See https://developer.gnome.org/NetworkManager/0.9/spec.html #type-String_String_Variant_Map_Map If you omit uuid, this method adds one for you. ''' if 'u...	[ "def", "SettingsAddConnection", "(", "self", ",", "connection_settings", ")", ":", "if", "'uuid'", "not", "in", "connection_settings", "[", "'connection'", "]", ":", "connection_settings", "[", "'connection'", "]", "[", "'uuid'", "]", "=", "str", "(", "uuid", ...	36.397059	23.897059
def _notice_broker_or_pool(obj): """ Used by :mod:`mitogen.core` and :mod:`mitogen.service` to automatically register every broker and pool on Python 2.4/2.5. """ if isinstance(obj, mitogen.core.Broker): _brokers[obj] = True else: _pools[obj] = True	[ "def", "_notice_broker_or_pool", "(", "obj", ")", ":", "if", "isinstance", "(", "obj", ",", "mitogen", ".", "core", ".", "Broker", ")", ":", "_brokers", "[", "obj", "]", "=", "True", "else", ":", "_pools", "[", "obj", "]", "=", "True" ]	31.222222	13
def parse_networks_output(out): """ Parses the output of the Docker CLI 'docker network ls' and returns it in the format similar to the Docker API. :param out: CLI output. :type out: unicode \| str :return: Parsed result. :rtype: list[dict] """ if not out: return [] line_iter...	[ "def", "parse_networks_output", "(", "out", ")", ":", "if", "not", "out", ":", "return", "[", "]", "line_iter", "=", "islice", "(", "out", ".", "splitlines", "(", ")", ",", "1", ",", "None", ")", "# Skip header", "return", "list", "(", "map", "(", "_...	31.230769	19.846154
def get_calculation_dependencies_for(service): """Calculation dependencies of this service and the calculation of each dependent service (recursively). """ def calc_dependencies_gen(service, collector=None): """Generator for recursive dependency resolution. """ # The UID of the...	[ "def", "get_calculation_dependencies_for", "(", "service", ")", ":", "def", "calc_dependencies_gen", "(", "service", ",", "collector", "=", "None", ")", ":", "\"\"\"Generator for recursive dependency resolution.\n \"\"\"", "# The UID of the service", "service_uid", "=", ...	34.5	17.321429
def ModifyInstance(self, ModifiedInstance, IncludeQualifiers=None, PropertyList=None, **extra): # pylint: disable=invalid-name,line-too-long """ Modify the property values of an instance. This method performs the ModifyInstance operation (see :term:`DSP020...	[ "def", "ModifyInstance", "(", "self", ",", "ModifiedInstance", ",", "IncludeQualifiers", "=", "None", ",", "PropertyList", "=", "None", ",", "", "", "extra", ")", ":", "# pylint: disable=invalid-name,line-too-long", "# noqa: E501", "exc", "=", "None", "method_name...	45.25	26.114583
def errorstr(self, space, use_repr=False): "The exception class and value, as a string." w_value = self.get_w_value(space) if space is None: # this part NOT_RPYTHON exc_typename = str(self.w_type) exc_value = str(w_value) else: w = space.wr...	[ "def", "errorstr", "(", "self", ",", "space", ",", "use_repr", "=", "False", ")", ":", "w_value", "=", "self", ".", "get_w_value", "(", "space", ")", "if", "space", "is", "None", ":", "# this part NOT_RPYTHON", "exc_typename", "=", "str", "(", "self", "....	40.344828	15.310345
def attribs_to_string(attrib_dict, keys): """ A more specific version of the subdict utility aimed at handling node and edge attribute dictionaries for NetworkX file formats such as gexf (which does not allow attributes to have a list type) by making them writable in those formats """ for ke...	[ "def", "attribs_to_string", "(", "attrib_dict", ",", "keys", ")", ":", "for", "key", ",", "value", "in", "attrib_dict", ".", "iteritems", "(", ")", ":", "if", "(", "isinstance", "(", "value", ",", "list", ")", "or", "isinstance", "(", "value", ",", "di...	39.230769	15.076923
def get_submissions_multiple_assignments_by_sis_id( self, is_section, sis_id, students=None, assignments=None, **params): """ List submissions for multiple assignments by course/section sis id and optionally student https://canvas.instructure.com/doc/api/submissi...	[ "def", "get_submissions_multiple_assignments_by_sis_id", "(", "self", ",", "is_section", ",", "sis_id", ",", "students", "=", "None", ",", "assignments", "=", "None", ",", "", "", "params", ")", ":", "if", "is_section", ":", "return", "self", ".", "get_submi...	43.529412	21.176471
def StoreResults(self, responses): """Stores the responses.""" client_id = responses.request.client_id if responses.success: logging.info("Client %s has a file %s.", client_id, self.args.filename) else: logging.info("Client %s has no file %s.", client_id, self.args.filename) self.MarkC...	[ "def", "StoreResults", "(", "self", ",", "responses", ")", ":", "client_id", "=", "responses", ".", "request", ".", "client_id", "if", "responses", ".", "success", ":", "logging", ".", "info", "(", "\"Client %s has a file %s.\"", ",", "client_id", ",", "self",...	33.1	21.6
def punct(self, text): """Push punctuation onto the token queue.""" cls = self.PUNCTUATION[text] self.push_token(cls(text, self.lineno, self.offset))	[ "def", "punct", "(", "self", ",", "text", ")", ":", "cls", "=", "self", ".", "PUNCTUATION", "[", "text", "]", "self", ".", "push_token", "(", "cls", "(", "text", ",", "self", ".", "lineno", ",", "self", ".", "offset", ")", ")" ]	42.5	10.5
def _get_dvportgroup_dict(pg_ref): ''' Returns a dictionary with a distributed virutal portgroup data pg_ref Portgroup reference ''' props = salt.utils.vmware.get_properties_of_managed_object( pg_ref, ['name', 'config.description', 'config.numPorts', 'config.type',...	[ "def", "_get_dvportgroup_dict", "(", "pg_ref", ")", ":", "props", "=", "salt", ".", "utils", ".", "vmware", ".", "get_properties_of_managed_object", "(", "pg_ref", ",", "[", "'name'", ",", "'config.description'", ",", "'config.numPorts'", ",", "'config.type'", ","...	40.342857	17.028571
def mean_squared_error(pred:Tensor, targ:Tensor)->Rank0Tensor: "Mean squared error between `pred` and `targ`." pred,targ = flatten_check(pred,targ) return F.mse_loss(pred, targ)	[ "def", "mean_squared_error", "(", "pred", ":", "Tensor", ",", "targ", ":", "Tensor", ")", "->", "Rank0Tensor", ":", "pred", ",", "targ", "=", "flatten_check", "(", "pred", ",", "targ", ")", "return", "F", ".", "mse_loss", "(", "pred", ",", "targ", ")" ...	46.5	10
def variance(self): """Returns variance""" if self.counter.value <= 1: return 0.0 return self.var.value[1] / (self.counter.value - 1)	[ "def", "variance", "(", "self", ")", ":", "if", "self", ".", "counter", ".", "value", "<=", "1", ":", "return", "0.0", "return", "self", ".", "var", ".", "value", "[", "1", "]", "/", "(", "self", ".", "counter", ".", "value", "-", "1", ")" ]	33	12.6
def _session_key(self, key): """ Generates session key string. :param str key: e.g. ``"authomatic:facebook:key"`` """ return '{0}:{1}:{2}'.format(self.settings.prefix, self.name, key)	[ "def", "_session_key", "(", "self", ",", "key", ")", ":", "return", "'{0}:{1}:{2}'", ".", "format", "(", "self", ".", "settings", ".", "prefix", ",", "self", ".", "name", ",", "key", ")" ]	22.9	19.1
def check_download(obj, args, *kwargs): """Verify a download""" version = args[0] workdir = args[1] signame = args[2] if version: local_version = get_local_version(workdir, signame) if not verify_sigfile(workdir, signame) or version != local_version: error("[-] \033[91m...	[ "def", "check_download", "(", "obj", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "version", "=", "args", "[", "0", "]", "workdir", "=", "args", "[", "1", "]", "signame", "=", "args", "[", "2", "]", "if", "version", ":", "local_version", ...	42.727273	19
def get(key, default=-1): """Backport support for original codes.""" if isinstance(key, int): return Parameter(key) if key not in Parameter._member_map_: extend_enum(Parameter, key, default) return Parameter[key]	[ "def", "get", "(", "key", ",", "default", "=", "-", "1", ")", ":", "if", "isinstance", "(", "key", ",", "int", ")", ":", "return", "Parameter", "(", "key", ")", "if", "key", "not", "in", "Parameter", ".", "_member_map_", ":", "extend_enum", "(", "P...	37.428571	7.714286
def set_base_prompt( self, pri_prompt_terminator=":", alt_prompt_terminator="#", delay_factor=2 ): """Sets self.base_prompt: used as delimiter for stripping of trailing prompt in output.""" super(AccedianSSH, self).set_base_prompt( pri_prompt_terminator=pri_prompt_terminator, ...	[ "def", "set_base_prompt", "(", "self", ",", "pri_prompt_terminator", "=", "\":\"", ",", "alt_prompt_terminator", "=", "\"#\"", ",", "delay_factor", "=", "2", ")", ":", "super", "(", "AccedianSSH", ",", "self", ")", ".", "set_base_prompt", "(", "pri_prompt_termin...	44.5	17.9
def _indexable_roles_and_users(self): """Return a string made for indexing roles having :any:`READ` permission on this object.""" from abilian.services.indexing import indexable_role from abilian.services.security import READ, Admin, Anonymous, Creator, Owner from abilian.service...	[ "def", "_indexable_roles_and_users", "(", "self", ")", ":", "from", "abilian", ".", "services", ".", "indexing", "import", "indexable_role", "from", "abilian", ".", "services", ".", "security", "import", "READ", ",", "Admin", ",", "Anonymous", ",", "Creator", ...	36.25641	18.205128
def reset(self): """Reset emulator. All registers and memory are reset. """ self.__mem.reset() self.__cpu.reset() self.__tainter.reset() # Instructions pre and post handlers. self.__instr_handler_pre = None, None self.__instr_handler_post = None, None ...	[ "def", "reset", "(", "self", ")", ":", "self", ".", "__mem", ".", "reset", "(", ")", "self", ".", "__cpu", ".", "reset", "(", ")", "self", ".", "__tainter", ".", "reset", "(", ")", "# Instructions pre and post handlers.", "self", ".", "__instr_handler_pre"...	28.666667	13.416667
def rc2_cbc_pkcs5_decrypt(key, data, iv): """ Decrypts RC2 ciphertext using a 64 bit key :param key: The encryption key - a byte string 8 bytes long :param data: The ciphertext - a byte string :param iv: The initialization vector used for encryption - a byte string :r...	[ "def", "rc2_cbc_pkcs5_decrypt", "(", "key", ",", "data", ",", "iv", ")", ":", "if", "len", "(", "key", ")", "<", "5", "or", "len", "(", "key", ")", ">", "16", ":", "raise", "ValueError", "(", "pretty_message", "(", "'''\n key must be 5 to 16 byt...	26.641026	23.051282
def get_resourceprovider_logger(name=None, short_name=" ", log_to_file=True): """ Get a logger for ResourceProvider and it's components, such as Allocators. :param name: Name for logger :param short_name: Shorthand name for the logger :param log_to_file: Boolean, True if logger should log to a file...	[ "def", "get_resourceprovider_logger", "(", "name", "=", "None", ",", "short_name", "=", "\" \"", ",", "log_to_file", "=", "True", ")", ":", "global", "LOGGERS", "loggername", "=", "name", "logger", "=", "_check_existing_logger", "(", "loggername", ",", "short_na...	34.935484	22.677419
def cublasSgemv(handle, trans, m, n, alpha, A, lda, x, incx, beta, y, incy): """ Matrix-vector product for real general matrix. """ status = _libcublas.cublasSgemv_v2(handle, _CUBLAS_OP[trans], m, n, ctypes.byref(ctypes.c_fl...	[ "def", "cublasSgemv", "(", "handle", ",", "trans", ",", "m", ",", "n", ",", "alpha", ",", "A", ",", "lda", ",", "x", ",", "incx", ",", "beta", ",", "y", ",", "incy", ")", ":", "status", "=", "_libcublas", ".", "cublasSgemv_v2", "(", "handle", ","...	42.25	22.916667
def keyword_search(rows, **kwargs): """ Takes a list of dictionaries and finds all the dictionaries where the keys and values match those found in the keyword arguments. Keys in the row data have ' ' and '-' replaced with '_', so they can match the keyword argument parsing. For example, the keywor...	[ "def", "keyword_search", "(", "rows", ",", "", "", "kwargs", ")", ":", "results", "=", "[", "]", "if", "not", "kwargs", ":", "return", "results", "# Allows us to transform the key and do lookups like __contains and", "# __startswith", "matchers", "=", "{", "'defau...	41.846154	25.358974
def update_launch_config(self, scaling_group, server_name=None, image=None, flavor=None, disk_config=None, metadata=None, personality=None, networks=None, load_balancers=None, key_name=None, config_drive=False, user_data=None): """ Updates the server launch configurat...	[ "def", "update_launch_config", "(", "self", ",", "scaling_group", ",", "server_name", "=", "None", ",", "image", "=", "None", ",", "flavor", "=", "None", ",", "disk_config", "=", "None", ",", "metadata", "=", "None", ",", "personality", "=", "None", ",", ...	56.777778	25.777778
def spit_config(self, conf_file, firstwordonly=False): """conf_file a file opened for writing.""" cfg = ConfigParser.RawConfigParser() for sec in _CONFIG_SECS: cfg.add_section(sec) sec = 'channels' for i in sorted(self.pack.D): cfg.set(sec, str(i), ...	[ "def", "spit_config", "(", "self", ",", "conf_file", ",", "firstwordonly", "=", "False", ")", ":", "cfg", "=", "ConfigParser", ".", "RawConfigParser", "(", ")", "for", "sec", "in", "_CONFIG_SECS", ":", "cfg", ".", "add_section", "(", "sec", ")", "sec", "...	30.117647	16.588235
def _init_file(self): """Initialise the file header. This will erase any data previously in the file.""" header_length = 2SECTOR_LENGTH if self.size > header_length: self.file.truncate(header_length) self.file.seek(0) self.file.write(header_lengthb'\x00') se...	[ "def", "_init_file", "(", "self", ")", ":", "header_length", "=", "2", "*", "SECTOR_LENGTH", "if", "self", ".", "size", ">", "header_length", ":", "self", ".", "file", ".", "truncate", "(", "header_length", ")", "self", ".", "file", ".", "seek", "(", "...	42	7
def _assign_as_root(self, id_): """Assign an id_ a root object in the hierarchy""" rfc = self._ras.get_relationship_form_for_create(self._phantom_root_id, id_, []) rfc.set_display_name('Implicit Root to ' + str(id_) + ' Parent-Child Relationship') rfc.set_description(self._relationship_t...	[ "def", "_assign_as_root", "(", "self", ",", "id_", ")", ":", "rfc", "=", "self", ".", "_ras", ".", "get_relationship_form_for_create", "(", "self", ".", "_phantom_root_id", ",", "id_", ",", "[", "]", ")", "rfc", ".", "set_display_name", "(", "'Implicit Root ...	71.714286	31.714286
def function(self, addr=None, name=None, create=False, syscall=False, plt=None): """ Get a function object from the function manager. Pass either `addr` or `name` with the appropriate values. :param int addr: Address of the function. :param str name: Name of the function. ...	[ "def", "function", "(", "self", ",", "addr", "=", "None", ",", "name", "=", "None", ",", "create", "=", "False", ",", "syscall", "=", "False", ",", "plt", "=", "None", ")", ":", "if", "addr", "is", "not", "None", ":", "try", ":", "f", "=", "sel...	42	18.333333
def walk(self, cli): """ Walk through children. """ yield self for i in self.content.walk(cli): yield i for f in self.floats: for i in f.content.walk(cli): yield i	[ "def", "walk", "(", "self", ",", "cli", ")", ":", "yield", "self", "for", "i", "in", "self", ".", "content", ".", "walk", "(", "cli", ")", ":", "yield", "i", "for", "f", "in", "self", ".", "floats", ":", "for", "i", "in", "f", ".", "content", ...	22.8	17.2
def parse_coordinate(string_rep): """ Parse a single coordinate """ # Any CRTF coordinate representation (sexagesimal or degrees) if 'pix' in string_rep: return u.Quantity(string_rep[:-3], u.dimensionless_unscaled) if 'h' in string_rep or 'rad' in string_rep:...	[ "def", "parse_coordinate", "(", "string_rep", ")", ":", "# Any CRTF coordinate representation (sexagesimal or degrees)", "if", "'pix'", "in", "string_rep", ":", "return", "u", ".", "Quantity", "(", "string_rep", "[", ":", "-", "3", "]", ",", "u", ".", "dimensionle...	36.428571	15.285714
def _init_hex(self, hexval: str) -> None: """ Initialize from a hex value string. """ self.hexval = hex2termhex(fix_hex(hexval)) self.code = hex2term(self.hexval) self.rgb = hex2rgb(self.hexval)	[ "def", "_init_hex", "(", "self", ",", "hexval", ":", "str", ")", "->", "None", ":", "self", ".", "hexval", "=", "hex2termhex", "(", "fix_hex", "(", "hexval", ")", ")", "self", ".", "code", "=", "hex2term", "(", "self", ".", "hexval", ")", "self", "...	44.4	2.6
def get(key, default=-1): """Backport support for original codes.""" if isinstance(key, int): return ECDSA_Curve(key) if key not in ECDSA_Curve._member_map_: extend_enum(ECDSA_Curve, key, default) return ECDSA_Curve[key]	[ "def", "get", "(", "key", ",", "default", "=", "-", "1", ")", ":", "if", "isinstance", "(", "key", ",", "int", ")", ":", "return", "ECDSA_Curve", "(", "key", ")", "if", "key", "not", "in", "ECDSA_Curve", ".", "_member_map_", ":", "extend_enum", "(", ...	38.571429	7.714286
def build_service(service_descriptor, did): """ Build a service. :param service_descriptor: Tuples of length 2. The first item must be one of ServiceTypes and the second item is a dict of parameters and values required by the service :param did: DID, str :return: Service...	[ "def", "build_service", "(", "service_descriptor", ",", "did", ")", ":", "assert", "isinstance", "(", "service_descriptor", ",", "tuple", ")", "and", "len", "(", "service_descriptor", ")", "==", "2", ",", "'Unknown service descriptor format.'", "service_type", ",", ...	39.263158	20.947368
def file_decrypt( blockchain_id, hostname, sender_blockchain_id, sender_key_id, input_path, output_path, passphrase=None, config_path=CONFIG_PATH, wallet_keys=None ): """ Decrypt a file from a sender's blockchain ID. Try our current key, and then the old keys (but warn if there are revoked keys) Ret...	[ "def", "file_decrypt", "(", "blockchain_id", ",", "hostname", ",", "sender_blockchain_id", ",", "sender_key_id", ",", "input_path", ",", "output_path", ",", "passphrase", "=", "None", ",", "config_path", "=", "CONFIG_PATH", ",", "wallet_keys", "=", "None", ")", ...	39.913043	26.434783
def get_current_nodes(self, clusters): """ Returns two dictionaries, the current nodes and the enabled nodes. The current_nodes dictionary is keyed off of the cluster name and values are a list of nodes known to HAProxy. The enabled_nodes dictionary is also keyed off of the clu...	[ "def", "get_current_nodes", "(", "self", ",", "clusters", ")", ":", "current_nodes", "=", "self", ".", "control", ".", "get_active_nodes", "(", ")", "enabled_nodes", "=", "collections", ".", "defaultdict", "(", "list", ")", "for", "cluster", "in", "clusters", ...	36.974359	19.589744
def check_X(X, n_feats=None, min_samples=1, edge_knots=None, dtypes=None, features=None, verbose=True): """ tool to ensure that X: - is 2 dimensional - contains float-compatible data-types - has at least min_samples - has n_feats - has categorical features in the right range ...	[ "def", "check_X", "(", "X", ",", "n_feats", "=", "None", ",", "min_samples", "=", "1", ",", "edge_knots", "=", "None", ",", "dtypes", "=", "None", ",", "features", "=", "None", ",", "verbose", "=", "True", ")", ":", "# check all features are there", "if"...	32.662162	18.337838
def _hasReturnValue(self, node): """ Determine whether the given method or function has a return statement. @param node: the node currently checks """ returnFound = False for subnode in node.body: if type(subnode) == node_classes.Return and subnode.value: ...	[ "def", "_hasReturnValue", "(", "self", ",", "node", ")", ":", "returnFound", "=", "False", "for", "subnode", "in", "node", ".", "body", ":", "if", "type", "(", "subnode", ")", "==", "node_classes", ".", "Return", "and", "subnode", ".", "value", ":", "r...	32.416667	15.083333
def fast_group_adder(wires_to_add, reducer=wallace_reducer, final_adder=kogge_stone): """ A generalization of the carry save adder, this is designed to add many numbers together in a both area and time efficient manner. Uses a tree reducer to achieve this performance :param [WireVector] wires_to_a...	[ "def", "fast_group_adder", "(", "wires_to_add", ",", "reducer", "=", "wallace_reducer", ",", "final_adder", "=", "kogge_stone", ")", ":", "import", "math", "longest_wire_len", "=", "max", "(", "len", "(", "w", ")", "for", "w", "in", "wires_to_add", ")", "res...	39.36	22.32
def _getAuth(self): """ Main step in authorizing with Reader. Sends request to Google ClientAuthMethod URL which returns an Auth token. Returns Auth token or raises IOError on error. """ parameters = { 'service' : 'reader', 'Email' : sel...	[ "def", "_getAuth", "(", "self", ")", ":", "parameters", "=", "{", "'service'", ":", "'reader'", ",", "'Email'", ":", "self", ".", "username", ",", "'Passwd'", ":", "self", ".", "password", ",", "'accountType'", ":", "'GOOGLE'", "}", "req", "=", "requests...	40.25	14.65
def use_session(self, session_id): """ Use the specified lightning session. Specify a lightning session by id number. Check the number of an existing session in the attribute lightning.session.id. """ self.session = Session(lgn=self, id=session_id) return self.se...	[ "def", "use_session", "(", "self", ",", "session_id", ")", ":", "self", ".", "session", "=", "Session", "(", "lgn", "=", "self", ",", "id", "=", "session_id", ")", "return", "self", ".", "session" ]	35.222222	14.777778
def from_json(j): """ load an nparray object from a json-formatted string @parameter str j: json-formatted string """ if isinstance(j, dict): return from_dict(j) if not (isinstance(j, str) or isinstance(j, unicode)): raise TypeError("argument must be of type str") return f...	[ "def", "from_json", "(", "j", ")", ":", "if", "isinstance", "(", "j", ",", "dict", ")", ":", "return", "from_dict", "(", "j", ")", "if", "not", "(", "isinstance", "(", "j", ",", "str", ")", "or", "isinstance", "(", "j", ",", "unicode", ")", ")", ...	25.461538	17.307692
def _parse_type(self, element, types): """Parse a 'complexType' element. @param element: The top-level complexType element @param types: A map of the elements of all available complexType's. @return: The schema for the complexType. """ name = element.attrib["name"] ...	[ "def", "_parse_type", "(", "self", ",", "element", ",", "types", ")", ":", "name", "=", "element", ".", "attrib", "[", "\"name\"", "]", "type", "=", "element", ".", "attrib", "[", "\"type\"", "]", "if", "not", "type", ".", "startswith", "(", "\"tns:\""...	44.036364	18.436364
def emit(self): """We are finished processing one element. Emit it""" self.count += 1 # event_name = 'on_{0}'.format(self.context.subcategory.lower()) event_name = self.context.subcategory if hasattr(self.handler, event_name): getattr(self.handler, event_name)(self....	[ "def", "emit", "(", "self", ")", ":", "self", ".", "count", "+=", "1", "# event_name = 'on_{0}'.format(self.context.subcategory.lower())", "event_name", "=", "self", ".", "context", ".", "subcategory", "if", "hasattr", "(", "self", ".", "handler", ",", "event_name...	37.454545	17.727273
def with_context(self, required_by): """ If required_by is non-empty, return a version of self that is a ContextualVersionConflict. """ if not required_by: return self args = self.args + (required_by,) return ContextualVersionConflict(*args)	[ "def", "with_context", "(", "self", ",", "required_by", ")", ":", "if", "not", "required_by", ":", "return", "self", "args", "=", "self", ".", "args", "+", "(", "required_by", ",", ")", "return", "ContextualVersionConflict", "(", "*", "args", ")" ]	33.444444	8.777778
def get_value(self, field, quick): # type: (Field, bool) -> Any """ Ask user the question represented by this instance. Args: field (Field): The field we're asking the user to provide the value for. quick (bool): Enable quick mode. In quic...	[ "def", "get_value", "(", "self", ",", "field", ",", "quick", ")", ":", "# type: (Field, bool) -> Any", "if", "callable", "(", "field", ".", "default", ")", ":", "default", "=", "field", ".", "default", "(", "self", ")", "else", ":", "default", "=", "fiel...	37.771429	20.571429
def validate_type(prop, value, expected): """ Default validation for all types """ # Validate on expected type(s), but ignore None: defaults handled elsewhere if value is not None and not isinstance(value, expected): _validation_error(prop, type(value).__name__, None, expected)	[ "def", "validate_type", "(", "prop", ",", "value", ",", "expected", ")", ":", "# Validate on expected type(s), but ignore None: defaults handled elsewhere", "if", "value", "is", "not", "None", "and", "not", "isinstance", "(", "value", ",", "expected", ")", ":", "_va...	49	21.666667
def list_projects(self, entity=None): """Lists projects in W&B scoped by entity. Args: entity (str, optional): The entity to scope this project to. Returns: [{"id","name","description"}] """ query = gql(''' query Models($entity: String!) { ...	[ "def", "list_projects", "(", "self", ",", "entity", "=", "None", ")", ":", "query", "=", "gql", "(", "'''\n query Models($entity: String!) {\n models(first: 10, entityName: $entity) {\n edges {\n node {\n id\n ...	29.375	18.583333
def dic(self): r""" Returns the corrected Deviance Information Criterion (DIC) for all chains loaded into ChainConsumer. If a chain does not have a posterior, this method will return `None` for that chain. **Note that the DIC metric is only valid on posterior surfaces which closely resemble mul...	[ "def", "dic", "(", "self", ")", ":", "dics", "=", "[", "]", "dics_bool", "=", "[", "]", "for", "i", ",", "chain", "in", "enumerate", "(", "self", ".", "parent", ".", "chains", ")", ":", "p", "=", "chain", ".", "posterior", "if", "p", "is", "Non...	39.792453	25.679245
def reparent(self, other, name): """ Remove :meth:`get_toplevel` from any current parent and add it to other[name]. """ # http://developer.gnome.org/gtk-faq/stable/x635.html # warns against reparent() old = self.toplevel.get_parent() if old: ...	[ "def", "reparent", "(", "self", ",", "other", ",", "name", ")", ":", "# http://developer.gnome.org/gtk-faq/stable/x635.html", "# warns against reparent()", "old", "=", "self", ".", "toplevel", ".", "get_parent", "(", ")", "if", "old", ":", "old", ".", "remove", ...	32.583333	11.583333
def polar(x, y, deg=0): # radian if deg=0; degree if deg=1 """ Convert from rectangular (x,y) to polar (r,w) r = sqrt(x^2 + y^2) w = arctan(y/x) = [-\pi,\pi] = [-180,180] """ if deg: return hypot(x, y), 180.0 * atan2(y, x) / pi else: return hypot(x, y), atan2(y, ...	[ "def", "polar", "(", "x", ",", "y", ",", "deg", "=", "0", ")", ":", "# radian if deg=0; degree if deg=1", "if", "deg", ":", "return", "hypot", "(", "x", ",", "y", ")", ",", "180.0", "*", "atan2", "(", "y", ",", "x", ")", "/", "pi", "else", ":", ...	28.363636	18.181818
def strip_db_antsignal(self, idx): """strip(1 byte) radiotap.db_antsignal :return: int idx :return: int """ db_antsignal, = struct.unpack_from('<B', self._rtap, idx) return idx + 1, db_antsignal	[ "def", "strip_db_antsignal", "(", "self", ",", "idx", ")", ":", "db_antsignal", ",", "=", "struct", ".", "unpack_from", "(", "'<B'", ",", "self", ".", "_rtap", ",", "idx", ")", "return", "idx", "+", "1", ",", "db_antsignal" ]	30.875	12.5
def tempo_account_get_all_account_by_customer_id(self, customer_id): """ Get un-archived Accounts by customer. The Caller must have the Browse Account permission for the Account. :param customer_id: the Customer id. :return: """ url = 'rest/tempo-accounts/1/account/custom...	[ "def", "tempo_account_get_all_account_by_customer_id", "(", "self", ",", "customer_id", ")", ":", "url", "=", "'rest/tempo-accounts/1/account/customer/{customerId}/'", ".", "format", "(", "customerId", "=", "customer_id", ")", "return", "self", ".", "get", "(", "url", ...	48.75	25
def _add_timedeltalike_scalar(self, other): """ Parameters ---------- other : timedelta, Tick, np.timedelta64 Returns ------- result : ndarray[int64] """ assert isinstance(self.freq, Tick) # checked by calling function assert isinstance(o...	[ "def", "_add_timedeltalike_scalar", "(", "self", ",", "other", ")", ":", "assert", "isinstance", "(", "self", ".", "freq", ",", "Tick", ")", "# checked by calling function", "assert", "isinstance", "(", "other", ",", "(", "timedelta", ",", "np", ".", "timedelt...	38.304348	23.086957
def crude_tokenizer(line): """This is a very crude tokenizer from pynlpl""" tokens = [] buffer = '' for c in line.strip(): if c == ' ' or c in string.punctuation: if buffer: tokens.append(buffer) buffer = '' else: buffer += c if...	[ "def", "crude_tokenizer", "(", "line", ")", ":", "tokens", "=", "[", "]", "buffer", "=", "''", "for", "c", "in", "line", ".", "strip", "(", ")", ":", "if", "c", "==", "' '", "or", "c", "in", "string", ".", "punctuation", ":", "if", "buffer", ":",...	27.384615	14.615385
def fit(self, X, y=None, sample_weight=None): """Compute k-means clustering. Parameters ---------- X : array-like or sparse matrix, shape=(n_samples, n_features) y : Ignored not used, present here for API consistency by convention. sample_weight : array-li...	[ "def", "fit", "(", "self", ",", "X", ",", "y", "=", "None", ",", "sample_weight", "=", "None", ")", ":", "if", "self", ".", "normalize", ":", "X", "=", "normalize", "(", "X", ")", "random_state", "=", "check_random_state", "(", "self", ".", "random_s...	30.236842	20.947368
def get_fragment_language() -> ParserElement: """Build a protein fragment parser.""" _fragment_value_inner = fragment_range \| missing_fragment(FRAGMENT_MISSING) _fragment_value = _fragment_value_inner \| And([Suppress('"'), _fragment_value_inner, Suppress('"')]) parser_element = fragment_tag + nest(_frag...	[ "def", "get_fragment_language", "(", ")", "->", "ParserElement", ":", "_fragment_value_inner", "=", "fragment_range", "\|", "missing_fragment", "(", "FRAGMENT_MISSING", ")", "_fragment_value", "=", "_fragment_value_inner", "\|", "And", "(", "[", "Suppress", "(", "'\"'",...	66.333333	31
def __fetch_question(self, question): """Fetch an Askbot HTML question body. The method fetchs the HTML question retrieving the question body of the item question received :param question: item with the question itself :returns: a list of HTML page/s for the question "...	[ "def", "__fetch_question", "(", "self", ",", "question", ")", ":", "html_question_items", "=", "[", "]", "npages", "=", "1", "next_request", "=", "True", "while", "next_request", ":", "try", ":", "html_question", "=", "self", ".", "client", ".", "get_html_qu...	32.966667	21.866667
def get_relations(self, database, schema): """Case-insensitively yield all relations matching the given schema. :param str schema: The case-insensitive schema name to list from. :return List[BaseRelation]: The list of relations with the given schema """ schema = _low...	[ "def", "get_relations", "(", "self", ",", "database", ",", "schema", ")", ":", "schema", "=", "_lower", "(", "schema", ")", "with", "self", ".", "lock", ":", "results", "=", "[", "r", ".", "inner", "for", "r", "in", "self", ".", "relations", ".", "...	36.4	19.05
def setup(app): """Register the extension with Sphinx. Args: app: The Sphinx application. """ for name, (default, rebuild, _) in ref.CONFIG_VALUES.iteritems(): app.add_config_value(name, default, rebuild) app.add_directive('javaimport', ref.JavarefImportDirective) app.add_role...	[ "def", "setup", "(", "app", ")", ":", "for", "name", ",", "(", "default", ",", "rebuild", ",", "_", ")", "in", "ref", ".", "CONFIG_VALUES", ".", "iteritems", "(", ")", ":", "app", ".", "add_config_value", "(", "name", ",", "default", ",", "rebuild", ...	31.764706	19.470588
def set_drop_target(obj, root, designer, inspector): "Recursively create and set the drop target for obj and childs" if obj._meta.container: dt = ToolBoxDropTarget(obj, root, designer=designer, inspector=inspector) obj.drop_target = dt for child in ...	[ "def", "set_drop_target", "(", "obj", ",", "root", ",", "designer", ",", "inspector", ")", ":", "if", "obj", ".", "_meta", ".", "container", ":", "dt", "=", "ToolBoxDropTarget", "(", "obj", ",", "root", ",", "designer", "=", "designer", ",", "inspector",...	46.875	17.875
def load(self, **kwargs): """Override load to retrieve object based on exists above.""" tmos_v = self._meta_data['bigip']._meta_data['tmos_version'] if self._check_existence_by_collection( self._meta_data['container'], kwargs['name']): if LooseVersion(tmos_v) == Loose...	[ "def", "load", "(", "self", ",", "", "", "kwargs", ")", ":", "tmos_v", "=", "self", ".", "_meta_data", "[", "'bigip'", "]", ".", "_meta_data", "[", "'tmos_version'", "]", "if", "self", ".", "_check_existence_by_collection", "(", "self", ".", "_meta_data"...	48.833333	14.916667
def choose_font(self, font=None): """Choose a font for the label through a dialog""" fmt_widget = self.parent() if font is None: if self.current_font: font, ok = QFontDialog.getFont( self.current_font, fmt_widget, 'Select %s fon...	[ "def", "choose_font", "(", "self", ",", "font", "=", "None", ")", ":", "fmt_widget", "=", "self", ".", "parent", "(", ")", "if", "font", "is", "None", ":", "if", "self", ".", "current_font", ":", "font", ",", "ok", "=", "QFontDialog", ".", "getFont",...	38.777778	11.444444
def _insert_common_sphinx_configs(c, *, project_name): """Add common core Sphinx configurations to the state. """ c['project'] = project_name # The suffix(es) of source filenames. # You can specify multiple suffix as a list of string: c['source_suffix'] = '.rst' # The encoding of source fi...	[ "def", "_insert_common_sphinx_configs", "(", "c", ",", "*", ",", "project_name", ")", ":", "c", "[", "'project'", "]", "=", "project_name", "# The suffix(es) of source filenames.", "# You can specify multiple suffix as a list of string:", "c", "[", "'source_suffix'", "]", ...	33.615385	18.769231
def path_from_keywords(keywords,into='path'): ''' turns keyword pairs into path or filename if `into=='path'`, then keywords are separted by underscores, else keywords are used to create a directory hierarchy ''' subdirs = [] def prepare_string(s): s = str(s) s = re.sub('[]...	[ "def", "path_from_keywords", "(", "keywords", ",", "into", "=", "'path'", ")", ":", "subdirs", "=", "[", "]", "def", "prepare_string", "(", "s", ")", ":", "s", "=", "str", "(", "s", ")", "s", "=", "re", ".", "sub", "(", "'[][{},*\"'", "+", "f\"'{os...	42.444444	24.944444
async def handle_frame(self, frame): """Handle incoming API frame, return True if this was the expected frame.""" if not isinstance(frame, FramePasswordEnterConfirmation): return False if frame.status == PasswordEnterConfirmationStatus.FAILED: PYVLXLOG.warning('Failed to ...	[ "async", "def", "handle_frame", "(", "self", ",", "frame", ")", ":", "if", "not", "isinstance", "(", "frame", ",", "FramePasswordEnterConfirmation", ")", ":", "return", "False", "if", "frame", ".", "status", "==", "PasswordEnterConfirmationStatus", ".", "FAILED"...	52.3	19.5
def get_thumbnail(file_, name): """ get_thumbnail version that uses aliasses defined in THUMBNAIL_OPTIONS_DICT """ options = settings.OPTIONS_DICT[name] opt = copy(options) geometry = opt.pop('geometry') return original_get_thumbnail(file_, geometry, **opt)	[ "def", "get_thumbnail", "(", "file_", ",", "name", ")", ":", "options", "=", "settings", ".", "OPTIONS_DICT", "[", "name", "]", "opt", "=", "copy", "(", "options", ")", "geometry", "=", "opt", ".", "pop", "(", "'geometry'", ")", "return", "original_get_t...	30.888889	14.222222
def _float(text): """Fonction to convert the 'decimal point assumed' format of TLE to actual float >>> _float('0000+0') 0.0 >>> _float('+0000+0') 0.0 >>> _float('34473-3') 0.00034473 >>> _float('-60129-4') -6.0129e-05 >>> _float('+45871-4') 4.5871e-05 """ text ...	[ "def", "_float", "(", "text", ")", ":", "text", "=", "text", ".", "strip", "(", ")", "if", "text", "[", "0", "]", "in", "(", "'-'", ",", "'+'", ")", ":", "text", "=", "\"%s.%s\"", "%", "(", "text", "[", "0", "]", ",", "text", "[", "1", ":",...	22.741935	25.032258
def _generate_dockerfile(base_image, layers): """ Generate the Dockerfile contents A generated Dockerfile will look like the following: ``` FROM lambci/lambda:python3.6 ADD --chown=sbx_user1051:495 layer1 /opt ADD --chown=sbx_user1051:495 layer2 /opt ```...	[ "def", "_generate_dockerfile", "(", "base_image", ",", "layers", ")", ":", "dockerfile_content", "=", "\"FROM {}\\n\"", ".", "format", "(", "base_image", ")", "for", "layer", "in", "layers", ":", "dockerfile_content", "=", "dockerfile_content", "+", "\"ADD --chown=s...	30.483871	22.16129
def getComic(number, silent=True): """ Produces a :class:`Comic` object with index equal to the provided argument. Prints an error in the event of a failure (i.e. the number is less than zero or greater than the latest comic number) and returns an empty Comic object. Arguments: an integer or string that repr...	[ "def", "getComic", "(", "number", ",", "silent", "=", "True", ")", ":", "numComics", "=", "getLatestComicNum", "(", ")", "if", "type", "(", "number", ")", "is", "str", "and", "number", ".", "isdigit", "(", ")", ":", "number", "=", "int", "(", "number...	41.272727	24.954545
def max_lemma_count(ambiguous_word: str) -> "wn.Synset": """ Returns the sense with the highest lemma_name count. The max_lemma_count() can be treated as a rough gauge for the Most Frequent Sense (MFS), if no other sense annotated corpus is available. NOTE: The lemma counts are from the Brown Corpus...	[ "def", "max_lemma_count", "(", "ambiguous_word", ":", "str", ")", "->", "\"wn.Synset\"", ":", "sense2lemmacounts", "=", "{", "}", "for", "i", "in", "wn", ".", "synsets", "(", "ambiguous_word", ",", "pos", "=", "None", ")", ":", "sense2lemmacounts", "[", "i...	44.142857	16.571429
def add(self, snapshot, distributions, component='main', storage=""): """ Add mirror or repo to publish """ for dist in distributions: self.publish(dist, storage=storage).add(snapshot, component)	[ "def", "add", "(", "self", ",", "snapshot", ",", "distributions", ",", "component", "=", "'main'", ",", "storage", "=", "\"\"", ")", ":", "for", "dist", "in", "distributions", ":", "self", ".", "publish", "(", "dist", ",", "storage", "=", "storage", ")...	55	16.75
def to_string(self): ''' API: to_string(self) Description: This method is based on pydot Graph class with the same name. Returns a string representation of the graph in dot language. It will return the graph and all its subelements in string form. Return: ...	[ "def", "to_string", "(", "self", ")", ":", "graph", "=", "list", "(", ")", "processed_edges", "=", "{", "}", "graph", ".", "append", "(", "'%s %s {\\n'", "%", "(", "self", ".", "graph_type", ",", "self", ".", "name", ")", ")", "for", "a", "in", "se...	39.681818	13.984848
def load(self, data): """ Load an image that was previously saved using :py:meth:`~docker.models.images.Image.save` (or ``docker save``). Similar to ``docker load``. Args: data (binary): Image data to be loaded. Returns: (list of :py:class:`Image...	[ "def", "load", "(", "self", ",", "data", ")", ":", "resp", "=", "self", ".", "client", ".", "api", ".", "load_image", "(", "data", ")", "images", "=", "[", "]", "for", "chunk", "in", "resp", ":", "if", "'stream'", "in", "chunk", ":", "match", "="...	31	16.032258
def view_sbo(self): """View slackbuild.org """ sbo_url = self.sbo_url.replace("/slackbuilds/", "/repository/") br1, br2, fix_sp = "", "", " " if self.meta.use_colors in ["off", "OFF"]: br1 = "(" br2 = ")" fix_sp = "" print("") # new l...	[ "def", "view_sbo", "(", "self", ")", ":", "sbo_url", "=", "self", ".", "sbo_url", ".", "replace", "(", "\"/slackbuilds/\"", ",", "\"/repository/\"", ")", "br1", ",", "br2", ",", "fix_sp", "=", "\"\"", ",", "\"\"", ",", "\" \"", "if", "self", ".", "meta...	53.716981	21.962264
def yaml_to_dict(yaml_str=None, str_or_buffer=None, ordered=False): """ Load YAML from a string, file, or buffer (an object with a .read method). Parameters are mutually exclusive. Parameters ---------- yaml_str : str, optional A string of YAML. str_or_buffer : str or file like, opt...	[ "def", "yaml_to_dict", "(", "yaml_str", "=", "None", ",", "str_or_buffer", "=", "None", ",", "ordered", "=", "False", ")", ":", "if", "not", "yaml_str", "and", "not", "str_or_buffer", ":", "raise", "ValueError", "(", "'One of yaml_str or str_or_buffer is required....	25.184211	19.552632
def handle(self): "The actual service to which the user has connected." if self.TELNET_ISSUE: self.writeline(self.TELNET_ISSUE) if not self.authentication_ok(): return if self.DOECHO: self.writeline(self.WELCOME) self.session_start() w...	[ "def", "handle", "(", "self", ")", ":", "if", "self", ".", "TELNET_ISSUE", ":", "self", ".", "writeline", "(", "self", ".", "TELNET_ISSUE", ")", "if", "not", "self", ".", "authentication_ok", "(", ")", ":", "return", "if", "self", ".", "DOECHO", ":", ...	38.821429	13.535714
def _getPayload(self, record): """ The data that will be sent to loggly. """ payload = super(LogglyHandler, self)._getPayload(record) payload['tags'] = self._implodeTags() return payload	[ "def", "_getPayload", "(", "self", ",", "record", ")", ":", "payload", "=", "super", "(", "LogglyHandler", ",", "self", ")", ".", "_getPayload", "(", "record", ")", "payload", "[", "'tags'", "]", "=", "self", ".", "_implodeTags", "(", ")", "return", "p...	28.5	12.75
def check_status_code(response, codes=None): """ Checks response.status_code is in codes. :param requests.request response: Requests response :param list codes: List of accepted codes or callable :raises: StatusCodeError if code invalid """ codes = codes or [200] if response.status_code...	[ "def", "check_status_code", "(", "response", ",", "codes", "=", "None", ")", ":", "codes", "=", "codes", "or", "[", "200", "]", "if", "response", ".", "status_code", "not", "in", "codes", ":", "raise", "StatusCodeError", "(", "response", ".", "status_code"...	34.181818	10
def from_json(cls, data): """Create an analysis period from a dictionary. Args: data: { st_month: An integer between 1-12 for starting month (default = 1) st_day: An integer between 1-31 for starting day (default = 1). Note that some months are sho...	[ "def", "from_json", "(", "cls", ",", "data", ")", ":", "keys", "=", "(", "'st_month'", ",", "'st_day'", ",", "'st_hour'", ",", "'end_month'", ",", "'end_day'", ",", "'end_hour'", ",", "'timestep'", ",", "'is_leap_year'", ")", "for", "key", "in", "keys", ...	48.92	24.76
def tbframes(tb): 'unwind traceback tb_next structure to array' frames=[tb.tb_frame] while tb.tb_next: tb=tb.tb_next; frames.append(tb.tb_frame) return frames	[ "def", "tbframes", "(", "tb", ")", ":", "frames", "=", "[", "tb", ".", "tb_frame", "]", "while", "tb", ".", "tb_next", ":", "tb", "=", "tb", ".", "tb_next", "frames", ".", "append", "(", "tb", ".", "tb_frame", ")", "return", "frames" ]	32.4	18.8
def set_default_property_values(self, dev_class, class_prop, dev_prop): """ set_default_property_values(self, dev_class, class_prop, dev_prop) -> None Sets the default property values Parameters : - dev_class : (DeviceClass) device class object ...	[ "def", "set_default_property_values", "(", "self", ",", "dev_class", ",", "class_prop", ",", "dev_prop", ")", ":", "for", "name", "in", "class_prop", ":", "type", "=", "self", ".", "get_property_type", "(", "name", ",", "class_prop", ")", "val", "=", "self",...	42	20.153846
def db_snapshot_append(cls, cur, block_id, consensus_hash, ops_hash, timestamp): """ Append hash info for the last block processed, and the time at which it was done. Meant to be executed as part of a transaction. Return True on success Raise an exception on invalid block number...	[ "def", "db_snapshot_append", "(", "cls", ",", "cur", ",", "block_id", ",", "consensus_hash", ",", "ops_hash", ",", "timestamp", ")", ":", "query", "=", "'INSERT INTO snapshots (block_id,consensus_hash,ops_hash,timestamp) VALUES (?,?,?,?);'", "args", "=", "(", "block_id", ...	39.466667	23.333333
def _methodcall(self, methodname, objectname, Params=None, **params): """ Perform an extrinsic CIM-XML method call. Parameters: methodname (string): CIM method name. objectname (string or CIMInstanceName or CIMClassName): Target object. Strings are interpreted ...	[ "def", "_methodcall", "(", "self", ",", "methodname", ",", "objectname", ",", "Params", "=", "None", ",", "", "", "params", ")", ":", "if", "isinstance", "(", "objectname", ",", "(", "CIMInstanceName", ",", "CIMClassName", ")", ")", ":", "localobject", ...	38.662745	18.521569
def convolve(image, pixel_filter, channels=3, name=None): """Perform a 2D pixel convolution on the given image. Arguments: image: A 3D `float32` `Tensor` of shape `[height, width, channels]`, where `channels` is the third argument to this function and the first two dimensions are arbitrary. pix...	[ "def", "convolve", "(", "image", ",", "pixel_filter", ",", "channels", "=", "3", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "name_scope", "(", "name", ",", "'convolve'", ")", ":", "tf", ".", "compat", ".", "v1", ".", "assert_type", "(", ...	46.413793	19.034483
def filter_graph(g, cutoff=7.0, min_kihs=2): """ Get subgraph formed from edges that have max_kh_distance < cutoff. Parameters ---------- g : MultiDiGraph representing KIHs g is the output from graph_from_protein cutoff : float Socket cutoff in Angstroms....	[ "def", "filter_graph", "(", "g", ",", "cutoff", "=", "7.0", ",", "min_kihs", "=", "2", ")", ":", "edge_list", "=", "[", "e", "for", "e", "in", "g", ".", "edges", "(", "keys", "=", "True", ",", "data", "=", "True", ")", "if", "e", "[", "3", "]...	44.56	24.28
def look(self): """Look at the next token.""" old_token = next(self) result = self.current self.push(result) self.current = old_token return result	[ "def", "look", "(", "self", ")", ":", "old_token", "=", "next", "(", "self", ")", "result", "=", "self", ".", "current", "self", ".", "push", "(", "result", ")", "self", ".", "current", "=", "old_token", "return", "result" ]	27	12.571429
def cashdraw(self, pin): """ Send pulse to kick the cash drawer """ if pin == 2: self._raw(CD_KICK_2) elif pin == 5: self._raw(CD_KICK_5) else: raise CashDrawerError()	[ "def", "cashdraw", "(", "self", ",", "pin", ")", ":", "if", "pin", "==", "2", ":", "self", ".", "_raw", "(", "CD_KICK_2", ")", "elif", "pin", "==", "5", ":", "self", ".", "_raw", "(", "CD_KICK_5", ")", "else", ":", "raise", "CashDrawerError", "(", ...	28.5	12.75
def to_dict(self, remove_nones=False): """ Creates a dictionary representation of the enclave. :param remove_nones: Whether ``None`` values should be filtered out of the dictionary. Defaults to ``False``. :return: A dictionary representation of the enclave. """ if remo...	[ "def", "to_dict", "(", "self", ",", "remove_nones", "=", "False", ")", ":", "if", "remove_nones", ":", "return", "super", "(", ")", ".", "to_dict", "(", "remove_nones", "=", "True", ")", "return", "{", "'id'", ":", "self", ".", "id", ",", "'name'", "...	30.25	22.375
def covariance(x, y=None, sample_axis=0, event_axis=-1, keepdims=False, name=None): """Sample covariance between observations indexed by `event_axis`. Given `N` samples of scalar random variables `X` and `Y`, covariance may be estimated a...	[ "def", "covariance", "(", "x", ",", "y", "=", "None", ",", "sample_axis", "=", "0", ",", "event_axis", "=", "-", "1", ",", "keepdims", "=", "False", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "compat", ".", "v1", ".", "name_scope", "(...	40.972067	22.944134
def write(self, data): """Sends some data to the client.""" # I don't want to add a separate 'Client disconnected' logic for sending. # Therefore I just ignore any writes after the first error - the server # won't send that much data anyway. Afterwards the read will detect the # ...	[ "def", "write", "(", "self", ",", "data", ")", ":", "# I don't want to add a separate 'Client disconnected' logic for sending.", "# Therefore I just ignore any writes after the first error - the server", "# won't send that much data anyway. Afterwards the read will detect the", "# broken conne...	43.214286	17.5
def population_counts( self, population_size, weighted=True, include_missing=False, include_transforms_for_dims=None, prune=False, ): """Return counts scaled in proportion to overall population. The return value is a numpy.ndarray object. Count values...	[ "def", "population_counts", "(", "self", ",", "population_size", ",", "weighted", "=", "True", ",", "include_missing", "=", "False", ",", "include_transforms_for_dims", "=", "None", ",", "prune", "=", "False", ",", ")", ":", "population_counts", "=", "[", "sli...	31.931818	18.727273
def _cleanJsbAllClassesSection(self, config): """ Fixes two issues with the sencha created JSB: - All extjs urls are prefixed by ``../static`` instead of ``/static`` (no idea why). - We assume static files are served at ``/static``, but collectstatic may ...	[ "def", "_cleanJsbAllClassesSection", "(", "self", ",", "config", ")", ":", "allclasses", "=", "config", "[", "'builds'", "]", "[", "0", "]", "for", "fileinfo", "in", "allclasses", "[", "'files'", "]", ":", "path", "=", "fileinfo", "[", "'path'", "]", "if...	43.529412	14.235294
def parse(name, content, releases, get_head_fn): """ Parses the given content for a valid changelog :param name: str, package name :param content: str, content :param releases: list, releases :param get_head_fn: function :return: dict, changelog """ changelog = {} releases = froz...	[ "def", "parse", "(", "name", ",", "content", ",", "releases", ",", "get_head_fn", ")", ":", "changelog", "=", "{", "}", "releases", "=", "frozenset", "(", "releases", ")", "head", "=", "False", "for", "line", "in", "content", ".", "splitlines", "(", ")...	29.916667	11.416667
def hsla_to_rgba(h, s, l, a): """ 0 <= H < 360, 0 <= s,l,a < 1 """ h = h % 360 s = max(0, min(1, s)) l = max(0, min(1, l)) a = max(0, min(1, a)) c = (1 - abs(2l - 1)) s x = c * (1 - abs(h/60%2 - 1)) m = l - c/2 if h<60: r, g, b = c, x, 0 elif h<120: r, g,...	[ "def", "hsla_to_rgba", "(", "h", ",", "s", ",", "l", ",", "a", ")", ":", "h", "=", "h", "%", "360", "s", "=", "max", "(", "0", ",", "min", "(", "1", ",", "s", ")", ")", "l", "=", "max", "(", "0", ",", "min", "(", "1", ",", "l", ")", ...	20.074074	20.851852
def get_instance(self, payload): """ Build an instance of DomainInstance :param dict payload: Payload response from the API :returns: twilio.rest.api.v2010.account.sip.domain.DomainInstance :rtype: twilio.rest.api.v2010.account.sip.domain.DomainInstance """ retu...	[ "def", "get_instance", "(", "self", ",", "payload", ")", ":", "return", "DomainInstance", "(", "self", ".", "_version", ",", "payload", ",", "account_sid", "=", "self", ".", "_solution", "[", "'account_sid'", "]", ",", ")" ]	39.7	23.1
async def connection_exists(ssid: str) -> Optional[str]: """ If there is already a connection for this ssid, return the name of the connection; if there is not, return None. """ nmcli_conns = await connections() for wifi in [c['name'] for c in nmcli_conns if c['type'] == 'wireless']...	[ "async", "def", "connection_exists", "(", "ssid", ":", "str", ")", "->", "Optional", "[", "str", "]", ":", "nmcli_conns", "=", "await", "connections", "(", ")", "for", "wifi", "in", "[", "c", "[", "'name'", "]", "for", "c", "in", "nmcli_conns", "if", ...	41.923077	13.538462
def cumulative_statistics(self): """ Access the cumulative_statistics :returns: twilio.rest.taskrouter.v1.workspace.worker.workers_cumulative_statistics.WorkersCumulativeStatisticsList :rtype: twilio.rest.taskrouter.v1.workspace.worker.workers_cumulative_statistics.WorkersCumulativeStat...	[ "def", "cumulative_statistics", "(", "self", ")", ":", "if", "self", ".", "_cumulative_statistics", "is", "None", ":", "self", ".", "_cumulative_statistics", "=", "WorkersCumulativeStatisticsList", "(", "self", ".", "_version", ",", "workspace_sid", "=", "self", "...	46.461538	24

def get_linestyle(self, increment=1): """ Returns the current marker, then increments the marker by what's specified """ i = self.linestyles_index self.linestyles_index += increment if self.linestyles_index >= len(self.linestyles): self.linestyles_index = se...

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37.076923

22.615385

def create_attachment(self, upload_stream, scope_identifier, hub_name, plan_id, timeline_id, record_id, type, name, **kwargs): """CreateAttachment. [Preview API] :param object upload_stream: Stream to upload :param str scope_identifier: The project GUID to scope the request :para...

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53.3

24.325

def hpd_credible_interval(mu_in, post, alpha=0.9, tolerance=1e-3): ''' Returns the minimum and maximum rate values of the HPD (Highest Posterior Density) credible interval for a posterior post defined at the sample values mu_in. Samples need not be uniformly spaced and posterior need not be normali...

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42.72

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def SettingsAddConnection(self, connection_settings): '''Add a connection. connection_settings is a String String Variant Map Map. See https://developer.gnome.org/NetworkManager/0.9/spec.html #type-String_String_Variant_Map_Map If you omit uuid, this method adds one for you. ''' if 'u...

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36.397059

23.897059

def _notice_broker_or_pool(obj): """ Used by :mod:`mitogen.core` and :mod:`mitogen.service` to automatically register every broker and pool on Python 2.4/2.5. """ if isinstance(obj, mitogen.core.Broker): _brokers[obj] = True else: _pools[obj] = True

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31.222222

13

def parse_networks_output(out): """ Parses the output of the Docker CLI 'docker network ls' and returns it in the format similar to the Docker API. :param out: CLI output. :type out: unicode | str :return: Parsed result. :rtype: list[dict] """ if not out: return [] line_iter...

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31.230769

19.846154

def get_calculation_dependencies_for(service): """Calculation dependencies of this service and the calculation of each dependent service (recursively). """ def calc_dependencies_gen(service, collector=None): """Generator for recursive dependency resolution. """ # The UID of the...

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34.5

17.321429

def ModifyInstance(self, ModifiedInstance, IncludeQualifiers=None, PropertyList=None, **extra): # pylint: disable=invalid-name,line-too-long """ Modify the property values of an instance. This method performs the ModifyInstance operation (see :term:`DSP020...

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45.25

26.114583

def errorstr(self, space, use_repr=False): "The exception class and value, as a string." w_value = self.get_w_value(space) if space is None: # this part NOT_RPYTHON exc_typename = str(self.w_type) exc_value = str(w_value) else: w = space.wr...

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40.344828

15.310345

def attribs_to_string(attrib_dict, keys): """ A more specific version of the subdict utility aimed at handling node and edge attribute dictionaries for NetworkX file formats such as gexf (which does not allow attributes to have a list type) by making them writable in those formats """ for ke...

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39.230769

15.076923

def get_submissions_multiple_assignments_by_sis_id( self, is_section, sis_id, students=None, assignments=None, **params): """ List submissions for multiple assignments by course/section sis id and optionally student https://canvas.instructure.com/doc/api/submissi...

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43.529412

21.176471

def StoreResults(self, responses): """Stores the responses.""" client_id = responses.request.client_id if responses.success: logging.info("Client %s has a file %s.", client_id, self.args.filename) else: logging.info("Client %s has no file %s.", client_id, self.args.filename) self.MarkC...

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33.1

21.6

def punct(self, text): """Push punctuation onto the token queue.""" cls = self.PUNCTUATION[text] self.push_token(cls(text, self.lineno, self.offset))

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42.5

10.5

def _get_dvportgroup_dict(pg_ref): ''' Returns a dictionary with a distributed virutal portgroup data pg_ref Portgroup reference ''' props = salt.utils.vmware.get_properties_of_managed_object( pg_ref, ['name', 'config.description', 'config.numPorts', 'config.type',...

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40.342857

17.028571

def mean_squared_error(pred:Tensor, targ:Tensor)->Rank0Tensor: "Mean squared error between `pred` and `targ`." pred,targ = flatten_check(pred,targ) return F.mse_loss(pred, targ)

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46.5

10

def variance(self): """Returns variance""" if self.counter.value <= 1: return 0.0 return self.var.value[1] / (self.counter.value - 1)

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33

12.6

def _session_key(self, key): """ Generates session key string. :param str key: e.g. ``"authomatic:facebook:key"`` """ return '{0}:{1}:{2}'.format(self.settings.prefix, self.name, key)

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22.9

19.1

def check_download(obj, *args, **kwargs): """Verify a download""" version = args[0] workdir = args[1] signame = args[2] if version: local_version = get_local_version(workdir, signame) if not verify_sigfile(workdir, signame) or version != local_version: error("[-] \033[91m...

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42.727273

19

def get(key, default=-1): """Backport support for original codes.""" if isinstance(key, int): return Parameter(key) if key not in Parameter._member_map_: extend_enum(Parameter, key, default) return Parameter[key]

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37.428571

7.714286

def set_base_prompt( self, pri_prompt_terminator=":", alt_prompt_terminator="#", delay_factor=2 ): """Sets self.base_prompt: used as delimiter for stripping of trailing prompt in output.""" super(AccedianSSH, self).set_base_prompt( pri_prompt_terminator=pri_prompt_terminator, ...

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44.5

17.9

def _indexable_roles_and_users(self): """Return a string made for indexing roles having :any:`READ` permission on this object.""" from abilian.services.indexing import indexable_role from abilian.services.security import READ, Admin, Anonymous, Creator, Owner from abilian.service...

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36.25641

18.205128

def reset(self): """Reset emulator. All registers and memory are reset. """ self.__mem.reset() self.__cpu.reset() self.__tainter.reset() # Instructions pre and post handlers. self.__instr_handler_pre = None, None self.__instr_handler_post = None, None ...

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28.666667

13.416667

def rc2_cbc_pkcs5_decrypt(key, data, iv): """ Decrypts RC2 ciphertext using a 64 bit key :param key: The encryption key - a byte string 8 bytes long :param data: The ciphertext - a byte string :param iv: The initialization vector used for encryption - a byte string :r...

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26.641026

23.051282

def get_resourceprovider_logger(name=None, short_name=" ", log_to_file=True): """ Get a logger for ResourceProvider and it's components, such as Allocators. :param name: Name for logger :param short_name: Shorthand name for the logger :param log_to_file: Boolean, True if logger should log to a file...

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34.935484

22.677419

def cublasSgemv(handle, trans, m, n, alpha, A, lda, x, incx, beta, y, incy): """ Matrix-vector product for real general matrix. """ status = _libcublas.cublasSgemv_v2(handle, _CUBLAS_OP[trans], m, n, ctypes.byref(ctypes.c_fl...

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42.25

22.916667

def keyword_search(rows, **kwargs): """ Takes a list of dictionaries and finds all the dictionaries where the keys and values match those found in the keyword arguments. Keys in the row data have ' ' and '-' replaced with '_', so they can match the keyword argument parsing. For example, the keywor...

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41.846154

25.358974

def update_launch_config(self, scaling_group, server_name=None, image=None, flavor=None, disk_config=None, metadata=None, personality=None, networks=None, load_balancers=None, key_name=None, config_drive=False, user_data=None): """ Updates the server launch configurat...

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56.777778

25.777778

def spit_config(self, conf_file, firstwordonly=False): """conf_file a file opened for writing.""" cfg = ConfigParser.RawConfigParser() for sec in _CONFIG_SECS: cfg.add_section(sec) sec = 'channels' for i in sorted(self.pack.D): cfg.set(sec, str(i), ...

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30.117647

16.588235

def _init_file(self): """Initialise the file header. This will erase any data previously in the file.""" header_length = 2*SECTOR_LENGTH if self.size > header_length: self.file.truncate(header_length) self.file.seek(0) self.file.write(header_length*b'\x00') se...

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def _assign_as_root(self, id_): """Assign an id_ a root object in the hierarchy""" rfc = self._ras.get_relationship_form_for_create(self._phantom_root_id, id_, []) rfc.set_display_name('Implicit Root to ' + str(id_) + ' Parent-Child Relationship') rfc.set_description(self._relationship_t...

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def function(self, addr=None, name=None, create=False, syscall=False, plt=None): """ Get a function object from the function manager. Pass either `addr` or `name` with the appropriate values. :param int addr: Address of the function. :param str name: Name of the function. ...

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def walk(self, cli): """ Walk through children. """ yield self for i in self.content.walk(cli): yield i for f in self.floats: for i in f.content.walk(cli): yield i

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def parse_coordinate(string_rep): """ Parse a single coordinate """ # Any CRTF coordinate representation (sexagesimal or degrees) if 'pix' in string_rep: return u.Quantity(string_rep[:-3], u.dimensionless_unscaled) if 'h' in string_rep or 'rad' in string_rep:...

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def _init_hex(self, hexval: str) -> None: """ Initialize from a hex value string. """ self.hexval = hex2termhex(fix_hex(hexval)) self.code = hex2term(self.hexval) self.rgb = hex2rgb(self.hexval)

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44.4

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def get(key, default=-1): """Backport support for original codes.""" if isinstance(key, int): return ECDSA_Curve(key) if key not in ECDSA_Curve._member_map_: extend_enum(ECDSA_Curve, key, default) return ECDSA_Curve[key]

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def build_service(service_descriptor, did): """ Build a service. :param service_descriptor: Tuples of length 2. The first item must be one of ServiceTypes and the second item is a dict of parameters and values required by the service :param did: DID, str :return: Service...

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39.263158

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def file_decrypt( blockchain_id, hostname, sender_blockchain_id, sender_key_id, input_path, output_path, passphrase=None, config_path=CONFIG_PATH, wallet_keys=None ): """ Decrypt a file from a sender's blockchain ID. Try our current key, and then the old keys (but warn if there are revoked keys) Ret...

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39.913043

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def get_current_nodes(self, clusters): """ Returns two dictionaries, the current nodes and the enabled nodes. The current_nodes dictionary is keyed off of the cluster name and values are a list of nodes known to HAProxy. The enabled_nodes dictionary is also keyed off of the clu...

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36.974359

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def check_X(X, n_feats=None, min_samples=1, edge_knots=None, dtypes=None, features=None, verbose=True): """ tool to ensure that X: - is 2 dimensional - contains float-compatible data-types - has at least min_samples - has n_feats - has categorical features in the right range ...

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32.662162

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def _hasReturnValue(self, node): """ Determine whether the given method or function has a return statement. @param node: the node currently checks """ returnFound = False for subnode in node.body: if type(subnode) == node_classes.Return and subnode.value: ...

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def fast_group_adder(wires_to_add, reducer=wallace_reducer, final_adder=kogge_stone): """ A generalization of the carry save adder, this is designed to add many numbers together in a both area and time efficient manner. Uses a tree reducer to achieve this performance :param [WireVector] wires_to_a...

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39.36

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def _getAuth(self): """ Main step in authorizing with Reader. Sends request to Google ClientAuthMethod URL which returns an Auth token. Returns Auth token or raises IOError on error. """ parameters = { 'service' : 'reader', 'Email' : sel...

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40.25

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def use_session(self, session_id): """ Use the specified lightning session. Specify a lightning session by id number. Check the number of an existing session in the attribute lightning.session.id. """ self.session = Session(lgn=self, id=session_id) return self.se...

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35.222222

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def from_json(j): """ load an nparray object from a json-formatted string @parameter str j: json-formatted string """ if isinstance(j, dict): return from_dict(j) if not (isinstance(j, str) or isinstance(j, unicode)): raise TypeError("argument must be of type str") return f...

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25.461538

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def _parse_type(self, element, types): """Parse a 'complexType' element. @param element: The top-level complexType element @param types: A map of the elements of all available complexType's. @return: The schema for the complexType. """ name = element.attrib["name"] ...

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44.036364

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def emit(self): """We are finished processing one element. Emit it""" self.count += 1 # event_name = 'on_{0}'.format(self.context.subcategory.lower()) event_name = self.context.subcategory if hasattr(self.handler, event_name): getattr(self.handler, event_name)(self....

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37.454545

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def with_context(self, required_by): """ If required_by is non-empty, return a version of self that is a ContextualVersionConflict. """ if not required_by: return self args = self.args + (required_by,) return ContextualVersionConflict(*args)

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33.444444

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def get_value(self, field, quick): # type: (Field, bool) -> Any """ Ask user the question represented by this instance. Args: field (Field): The field we're asking the user to provide the value for. quick (bool): Enable quick mode. In quic...

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37.771429

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def validate_type(prop, value, expected): """ Default validation for all types """ # Validate on expected type(s), but ignore None: defaults handled elsewhere if value is not None and not isinstance(value, expected): _validation_error(prop, type(value).__name__, None, expected)

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49

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def list_projects(self, entity=None): """Lists projects in W&B scoped by entity. Args: entity (str, optional): The entity to scope this project to. Returns: [{"id","name","description"}] """ query = gql(''' query Models($entity: String!) { ...

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29.375

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def dic(self): r""" Returns the corrected Deviance Information Criterion (DIC) for all chains loaded into ChainConsumer. If a chain does not have a posterior, this method will return `None` for that chain. **Note that the DIC metric is only valid on posterior surfaces which closely resemble mul...

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39.792453

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def reparent(self, other, name): """ Remove :meth:`get_toplevel` from any current parent and add it to *other[name]*. """ # http://developer.gnome.org/gtk-faq/stable/x635.html # warns against reparent() old = self.toplevel.get_parent() if old: ...

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32.583333

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def polar(x, y, deg=0): # radian if deg=0; degree if deg=1 """ Convert from rectangular (x,y) to polar (r,w) r = sqrt(x^2 + y^2) w = arctan(y/x) = [-\pi,\pi] = [-180,180] """ if deg: return hypot(x, y), 180.0 * atan2(y, x) / pi else: return hypot(x, y), atan2(y, ...

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28.363636

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def strip_db_antsignal(self, idx): """strip(1 byte) radiotap.db_antsignal :return: int idx :return: int """ db_antsignal, = struct.unpack_from('<B', self._rtap, idx) return idx + 1, db_antsignal

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30.875

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def tempo_account_get_all_account_by_customer_id(self, customer_id): """ Get un-archived Accounts by customer. The Caller must have the Browse Account permission for the Account. :param customer_id: the Customer id. :return: """ url = 'rest/tempo-accounts/1/account/custom...

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48.75

25

def _add_timedeltalike_scalar(self, other): """ Parameters ---------- other : timedelta, Tick, np.timedelta64 Returns ------- result : ndarray[int64] """ assert isinstance(self.freq, Tick) # checked by calling function assert isinstance(o...

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38.304348

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def crude_tokenizer(line): """This is a very crude tokenizer from pynlpl""" tokens = [] buffer = '' for c in line.strip(): if c == ' ' or c in string.punctuation: if buffer: tokens.append(buffer) buffer = '' else: buffer += c if...

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27.384615

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def fit(self, X, y=None, sample_weight=None): """Compute k-means clustering. Parameters ---------- X : array-like or sparse matrix, shape=(n_samples, n_features) y : Ignored not used, present here for API consistency by convention. sample_weight : array-li...

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30.236842

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def get_fragment_language() -> ParserElement: """Build a protein fragment parser.""" _fragment_value_inner = fragment_range | missing_fragment(FRAGMENT_MISSING) _fragment_value = _fragment_value_inner | And([Suppress('"'), _fragment_value_inner, Suppress('"')]) parser_element = fragment_tag + nest(_frag...

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66.333333

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def __fetch_question(self, question): """Fetch an Askbot HTML question body. The method fetchs the HTML question retrieving the question body of the item question received :param question: item with the question itself :returns: a list of HTML page/s for the question "...

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32.966667

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def get_relations(self, database, schema): """Case-insensitively yield all relations matching the given schema. :param str schema: The case-insensitive schema name to list from. :return List[BaseRelation]: The list of relations with the given schema """ schema = _low...

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36.4

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def setup(app): """Register the extension with Sphinx. Args: app: The Sphinx application. """ for name, (default, rebuild, _) in ref.CONFIG_VALUES.iteritems(): app.add_config_value(name, default, rebuild) app.add_directive('javaimport', ref.JavarefImportDirective) app.add_role...

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31.764706

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def set_drop_target(obj, root, designer, inspector): "Recursively create and set the drop target for obj and childs" if obj._meta.container: dt = ToolBoxDropTarget(obj, root, designer=designer, inspector=inspector) obj.drop_target = dt for child in ...

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46.875

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def load(self, **kwargs): """Override load to retrieve object based on exists above.""" tmos_v = self._meta_data['bigip']._meta_data['tmos_version'] if self._check_existence_by_collection( self._meta_data['container'], kwargs['name']): if LooseVersion(tmos_v) == Loose...

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48.833333

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def choose_font(self, font=None): """Choose a font for the label through a dialog""" fmt_widget = self.parent() if font is None: if self.current_font: font, ok = QFontDialog.getFont( self.current_font, fmt_widget, 'Select %s fon...

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38.777778

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def _insert_common_sphinx_configs(c, *, project_name): """Add common core Sphinx configurations to the state. """ c['project'] = project_name # The suffix(es) of source filenames. # You can specify multiple suffix as a list of string: c['source_suffix'] = '.rst' # The encoding of source fi...

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33.615385

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def path_from_keywords(keywords,into='path'): ''' turns keyword pairs into path or filename if `into=='path'`, then keywords are separted by underscores, else keywords are used to create a directory hierarchy ''' subdirs = [] def prepare_string(s): s = str(s) s = re.sub('[]...

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42.444444

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async def handle_frame(self, frame): """Handle incoming API frame, return True if this was the expected frame.""" if not isinstance(frame, FramePasswordEnterConfirmation): return False if frame.status == PasswordEnterConfirmationStatus.FAILED: PYVLXLOG.warning('Failed to ...

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52.3

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def get_thumbnail(file_, name): """ get_thumbnail version that uses aliasses defined in THUMBNAIL_OPTIONS_DICT """ options = settings.OPTIONS_DICT[name] opt = copy(options) geometry = opt.pop('geometry') return original_get_thumbnail(file_, geometry, **opt)

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30.888889

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def _float(text): """Fonction to convert the 'decimal point assumed' format of TLE to actual float >>> _float('0000+0') 0.0 >>> _float('+0000+0') 0.0 >>> _float('34473-3') 0.00034473 >>> _float('-60129-4') -6.0129e-05 >>> _float('+45871-4') 4.5871e-05 """ text ...

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22.741935

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def _generate_dockerfile(base_image, layers): """ Generate the Dockerfile contents A generated Dockerfile will look like the following: ``` FROM lambci/lambda:python3.6 ADD --chown=sbx_user1051:495 layer1 /opt ADD --chown=sbx_user1051:495 layer2 /opt ```...

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30.483871

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def getComic(number, silent=True): """ Produces a :class:`Comic` object with index equal to the provided argument. Prints an error in the event of a failure (i.e. the number is less than zero or greater than the latest comic number) and returns an empty Comic object. Arguments: an integer or string that repr...

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def max_lemma_count(ambiguous_word: str) -> "wn.Synset": """ Returns the sense with the highest lemma_name count. The max_lemma_count() can be treated as a rough gauge for the Most Frequent Sense (MFS), if no other sense annotated corpus is available. NOTE: The lemma counts are from the Brown Corpus...

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def add(self, snapshot, distributions, component='main', storage=""): """ Add mirror or repo to publish """ for dist in distributions: self.publish(dist, storage=storage).add(snapshot, component)

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def to_string(self): ''' API: to_string(self) Description: This method is based on pydot Graph class with the same name. Returns a string representation of the graph in dot language. It will return the graph and all its subelements in string form. Return: ...

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def load(self, data): """ Load an image that was previously saved using :py:meth:`~docker.models.images.Image.save` (or ``docker save``). Similar to ``docker load``. Args: data (binary): Image data to be loaded. Returns: (list of :py:class:`Image...

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def view_sbo(self): """View slackbuild.org """ sbo_url = self.sbo_url.replace("/slackbuilds/", "/repository/") br1, br2, fix_sp = "", "", " " if self.meta.use_colors in ["off", "OFF"]: br1 = "(" br2 = ")" fix_sp = "" print("") # new l...

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def yaml_to_dict(yaml_str=None, str_or_buffer=None, ordered=False): """ Load YAML from a string, file, or buffer (an object with a .read method). Parameters are mutually exclusive. Parameters ---------- yaml_str : str, optional A string of YAML. str_or_buffer : str or file like, opt...

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def handle(self): "The actual service to which the user has connected." if self.TELNET_ISSUE: self.writeline(self.TELNET_ISSUE) if not self.authentication_ok(): return if self.DOECHO: self.writeline(self.WELCOME) self.session_start() w...

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def _getPayload(self, record): """ The data that will be sent to loggly. """ payload = super(LogglyHandler, self)._getPayload(record) payload['tags'] = self._implodeTags() return payload

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def check_status_code(response, codes=None): """ Checks response.status_code is in codes. :param requests.request response: Requests response :param list codes: List of accepted codes or callable :raises: StatusCodeError if code invalid """ codes = codes or [200] if response.status_code...

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def from_json(cls, data): """Create an analysis period from a dictionary. Args: data: { st_month: An integer between 1-12 for starting month (default = 1) st_day: An integer between 1-31 for starting day (default = 1). Note that some months are sho...

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48.92

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def tbframes(tb): 'unwind traceback tb_next structure to array' frames=[tb.tb_frame] while tb.tb_next: tb=tb.tb_next; frames.append(tb.tb_frame) return frames

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32.4

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def set_default_property_values(self, dev_class, class_prop, dev_prop): """ set_default_property_values(self, dev_class, class_prop, dev_prop) -> None Sets the default property values Parameters : - dev_class : (DeviceClass) device class object ...

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def db_snapshot_append(cls, cur, block_id, consensus_hash, ops_hash, timestamp): """ Append hash info for the last block processed, and the time at which it was done. Meant to be executed as part of a transaction. Return True on success Raise an exception on invalid block number...

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39.466667

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def _methodcall(self, methodname, objectname, Params=None, **params): """ Perform an extrinsic CIM-XML method call. Parameters: methodname (string): CIM method name. objectname (string or CIMInstanceName or CIMClassName): Target object. Strings are interpreted ...

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38.662745

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def convolve(image, pixel_filter, channels=3, name=None): """Perform a 2D pixel convolution on the given image. Arguments: image: A 3D `float32` `Tensor` of shape `[height, width, channels]`, where `channels` is the third argument to this function and the first two dimensions are arbitrary. pix...

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46.413793

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def filter_graph(g, cutoff=7.0, min_kihs=2): """ Get subgraph formed from edges that have max_kh_distance < cutoff. Parameters ---------- g : MultiDiGraph representing KIHs g is the output from graph_from_protein cutoff : float Socket cutoff in Angstroms....

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44.56

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def look(self): """Look at the next token.""" old_token = next(self) result = self.current self.push(result) self.current = old_token return result

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27

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def cashdraw(self, pin): """ Send pulse to kick the cash drawer """ if pin == 2: self._raw(CD_KICK_2) elif pin == 5: self._raw(CD_KICK_5) else: raise CashDrawerError()

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28.5

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def to_dict(self, remove_nones=False): """ Creates a dictionary representation of the enclave. :param remove_nones: Whether ``None`` values should be filtered out of the dictionary. Defaults to ``False``. :return: A dictionary representation of the enclave. """ if remo...

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30.25

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def covariance(x, y=None, sample_axis=0, event_axis=-1, keepdims=False, name=None): """Sample covariance between observations indexed by `event_axis`. Given `N` samples of scalar random variables `X` and `Y`, covariance may be estimated a...

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40.972067

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def write(self, data): """Sends some data to the client.""" # I don't want to add a separate 'Client disconnected' logic for sending. # Therefore I just ignore any writes after the first error - the server # won't send that much data anyway. Afterwards the read will detect the # ...

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43.214286

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def population_counts( self, population_size, weighted=True, include_missing=False, include_transforms_for_dims=None, prune=False, ): """Return counts scaled in proportion to overall population. The return value is a numpy.ndarray object. Count values...

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def _cleanJsbAllClassesSection(self, config): """ Fixes two issues with the sencha created JSB: - All extjs urls are prefixed by ``../static`` instead of ``/static`` (no idea why). - We assume static files are served at ``/static``, but collectstatic may ...

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43.529412

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def parse(name, content, releases, get_head_fn): """ Parses the given content for a valid changelog :param name: str, package name :param content: str, content :param releases: list, releases :param get_head_fn: function :return: dict, changelog """ changelog = {} releases = froz...

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29.916667

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def hsla_to_rgba(h, s, l, a): """ 0 <= H < 360, 0 <= s,l,a < 1 """ h = h % 360 s = max(0, min(1, s)) l = max(0, min(1, l)) a = max(0, min(1, a)) c = (1 - abs(2*l - 1)) * s x = c * (1 - abs(h/60%2 - 1)) m = l - c/2 if h<60: r, g, b = c, x, 0 elif h<120: r, g,...

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20.074074

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def get_instance(self, payload): """ Build an instance of DomainInstance :param dict payload: Payload response from the API :returns: twilio.rest.api.v2010.account.sip.domain.DomainInstance :rtype: twilio.rest.api.v2010.account.sip.domain.DomainInstance """ retu...

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39.7

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async def connection_exists(ssid: str) -> Optional[str]: """ If there is already a connection for this ssid, return the name of the connection; if there is not, return None. """ nmcli_conns = await connections() for wifi in [c['name'] for c in nmcli_conns if c['type'] == 'wireless']...

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def cumulative_statistics(self): """ Access the cumulative_statistics :returns: twilio.rest.taskrouter.v1.workspace.worker.workers_cumulative_statistics.WorkersCumulativeStatisticsList :rtype: twilio.rest.taskrouter.v1.workspace.worker.workers_cumulative_statistics.WorkersCumulativeStat...

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46.461538

24