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_root( self, key ): """Retrieve the given root by type-key""" if key not in self.roots: root,self.rows = load( self.filename, include_interpreter = self.include_interpreter ) self.roots[key] = root return self.roots[key]	[ "def", "get_root", "(", "self", ",", "key", ")", ":", "if", "key", "not", "in", "self", ".", "roots", ":", "root", ",", "self", ".", "rows", "=", "load", "(", "self", ".", "filename", ",", "include_interpreter", "=", "self", ".", "include_interpreter",...	45	15.833333
def bookmarks_index_changed(self): """Update the UI when the bookmarks combobox has changed.""" index = self.bookmarks_list.currentIndex() if index >= 0: self.tool.reset() rectangle = self.bookmarks_list.itemData(index) self.tool.set_rectangle(rectangle) ...	[ "def", "bookmarks_index_changed", "(", "self", ")", ":", "index", "=", "self", ".", "bookmarks_list", ".", "currentIndex", "(", ")", "if", "index", ">=", "0", ":", "self", ".", "tool", ".", "reset", "(", ")", "rectangle", "=", "self", ".", "bookmarks_lis...	41.090909	9.818182
def remove(self, level, logger): """ Given a level, remove a given logger function if it is a member of that level, closing the logger function either way.""" self.config[level].discard(logger) logger.close()	[ "def", "remove", "(", "self", ",", "level", ",", "logger", ")", ":", "self", ".", "config", "[", "level", "]", ".", "discard", "(", "logger", ")", "logger", ".", "close", "(", ")" ]	41.833333	8.5
def _serialize_call(self, format_, call): """Return serialized version of the Call using the record's FORMAT'""" if isinstance(call, record.UnparsedCall): return call.unparsed_data else: result = [ format_value(self.header.get_format_field_info(key), call....	[ "def", "_serialize_call", "(", "self", ",", "format_", ",", "call", ")", ":", "if", "isinstance", "(", "call", ",", "record", ".", "UnparsedCall", ")", ":", "return", "call", ".", "unparsed_data", "else", ":", "result", "=", "[", "format_value", "(", "se...	42	15.4
def ssn(self): """ Returns a 9 digits Dutch SSN called "burgerservicenummer (BSN)". the Dutch "burgerservicenummer (BSN)" needs to pass the "11-proef", which is a check digit approach; this function essentially reverses the checksum steps to create a random valid BSN (which is 9...	[ "def", "ssn", "(", "self", ")", ":", "# see http://nl.wikipedia.org/wiki/Burgerservicenummer (in Dutch)", "def", "_checksum", "(", "digits", ")", ":", "factors", "=", "(", "9", ",", "8", ",", "7", ",", "6", ",", "5", ",", "4", ",", "3", ",", "2", ",", ...	39.935484	19.548387
def dump_data(request): """Exports data from whole project. """ # Try to grab app_label data app_label = request.GET.get('app_label', []) if app_label: app_label = app_label.split(',') return dump_to_response(request, app_label=app_label, exclude=settings.SMUG...	[ "def", "dump_data", "(", "request", ")", ":", "# Try to grab app_label data", "app_label", "=", "request", ".", "GET", ".", "get", "(", "'app_label'", ",", "[", "]", ")", "if", "app_label", ":", "app_label", "=", "app_label", ".", "split", "(", "','", ")",...	36.666667	11.111111
def reboot(name, call=None): ''' Reboot a linode. .. versionadded:: 2015.8.0 name The name of the VM to reboot. CLI Example: .. code-block:: bash salt-cloud -a reboot vm_name ''' if call != 'action': raise SaltCloudException( 'The show_instance ac...	[ "def", "reboot", "(", "name", ",", "call", "=", "None", ")", ":", "if", "call", "!=", "'action'", ":", "raise", "SaltCloudException", "(", "'The show_instance action must be called with -a or --action.'", ")", "node_id", "=", "get_linode_id_from_name", "(", "name", ...	21.866667	23.466667
def _expectation(p, mean1, none1, mean2, none2, nghp=None): """ Compute the expectation: expectation[n] = <m1(x_n)^T m2(x_n)>_p(x_n) - m1(.) :: Identity mean function - m2(.) :: Linear mean function :return: NxDxQ """ with params_as_tensors_for(mean2): N = tf.shape(p.mu)...	[ "def", "_expectation", "(", "p", ",", "mean1", ",", "none1", ",", "mean2", ",", "none2", ",", "nghp", "=", "None", ")", ":", "with", "params_as_tensors_for", "(", "mean2", ")", ":", "N", "=", "tf", ".", "shape", "(", "p", ".", "mu", ")", "[", "0"...	35.25	16.5
def _generate_hex_for_uris(self, uris): """Given uris, generate and return hex version of it Parameters ---------- uris : list Containing all uris Returns ------- str Hexed uris """ return sha256((":".join(uris) + str(time...	[ "def", "_generate_hex_for_uris", "(", "self", ",", "uris", ")", ":", "return", "sha256", "(", "(", "\":\"", ".", "join", "(", "uris", ")", "+", "str", "(", "time", "(", ")", ")", ")", ".", "encode", "(", ")", ")", ".", "hexdigest", "(", ")" ]	23.785714	20.428571
def __get_event(self, block=True, timeout=1): """ Retrieves an event. If self._exceeding_event is not None, it'll be returned. Otherwise, an event is dequeued from the event buffer. If The event which was retrieved is bigger than the permitted batch size, it'll be omitted, and th...	[ "def", "__get_event", "(", "self", ",", "block", "=", "True", ",", "timeout", "=", "1", ")", ":", "while", "True", ":", "if", "self", ".", "_exceeding_event", ":", "# An event was omitted from last batch", "event", "=", "self", ".", "_exceeding_event", "self",...	48.25	20.5
def prepare_method(self, method): """Prepares the given HTTP method.""" self.method = method if self.method is not None: self.method = self.method.upper()	[ "def", "prepare_method", "(", "self", ",", "method", ")", ":", "self", ".", "method", "=", "method", "if", "self", ".", "method", "is", "not", "None", ":", "self", ".", "method", "=", "self", ".", "method", ".", "upper", "(", ")" ]	37.2	5.8
def from_bytes(cls, bitstream): ''' Parse the given packet and update properties accordingly ''' packet = cls() # Convert to ConstBitStream (if not already provided) if not isinstance(bitstream, ConstBitStream): if isinstance(bitstream, Bits): ...	[ "def", "from_bytes", "(", "cls", ",", "bitstream", ")", ":", "packet", "=", "cls", "(", ")", "# Convert to ConstBitStream (if not already provided)", "if", "not", "isinstance", "(", "bitstream", ",", "ConstBitStream", ")", ":", "if", "isinstance", "(", "bitstream"...	31.052632	18.842105
def reflect(self, data, width): """ reflect a data word, i.e. reverts the bit order. """ x = data & 0x01 for i in range(width - 1): data >>= 1 x = (x << 1) \| (data & 0x01) return x	[ "def", "reflect", "(", "self", ",", "data", ",", "width", ")", ":", "x", "=", "data", "&", "0x01", "for", "i", "in", "range", "(", "width", "-", "1", ")", ":", "data", ">>=", "1", "x", "=", "(", "x", "<<", "1", ")", "\|", "(", "data", "&", ...	27.111111	10
def _find_relations(self): """Find all relevant relation elements and return them in a list.""" # Get all extractions extractions = \ list(self.tree.execute("$.extractions[(@.@type is 'Extraction')]")) # Get relations from extractions relations = [] for e in ...	[ "def", "_find_relations", "(", "self", ")", ":", "# Get all extractions", "extractions", "=", "list", "(", "self", ".", "tree", ".", "execute", "(", "\"$.extractions[(@.@type is 'Extraction')]\"", ")", ")", "# Get relations from extractions", "relations", "=", "[", "]...	43.357143	15.928571
def GetMessages(self, files): """Gets all the messages from a specified file. This will find and resolve dependencies, failing if the descriptor pool cannot satisfy them. Args: files: The file names to extract messages from. Returns: A dictionary mapping proto names to the message cla...	[ "def", "GetMessages", "(", "self", ",", "files", ")", ":", "result", "=", "{", "}", "for", "file_name", "in", "files", ":", "file_desc", "=", "self", ".", "pool", ".", "FindFileByName", "(", "file_name", ")", "for", "name", ",", "msg", "in", "file_desc...	40.275	22.675
def get_readme(): """Generate long description""" pandoc = None for path in os.environ["PATH"].split(os.pathsep): path = path.strip('"') pandoc = os.path.join(path, 'pandoc') if os.path.isfile(pandoc) and os.access(pandoc, os.X_OK): break else: pandoc ...	[ "def", "get_readme", "(", ")", ":", "pandoc", "=", "None", "for", "path", "in", "os", ".", "environ", "[", "\"PATH\"", "]", ".", "split", "(", "os", ".", "pathsep", ")", ":", "path", "=", "path", ".", "strip", "(", "'\"'", ")", "pandoc", "=", "os...	31.578947	17.315789
def get_file(fname, datapath=datapath): """Return path of an example data file Return the full path to an example data file name. If the file does not exist in the `datapath` directory, tries to download it from the ODTbrain GitHub repository. """ # download location datapath = pathlib.Path...	[ "def", "get_file", "(", "fname", ",", "datapath", "=", "datapath", ")", ":", "# download location", "datapath", "=", "pathlib", ".", "Path", "(", "datapath", ")", "datapath", ".", "mkdir", "(", "parents", "=", "True", ",", "exist_ok", "=", "True", ")", "...	34.285714	15.761905
def redata(self, args, *kwargs): """Update my ``data`` to match what's in my ``store``""" select_name = kwargs.get('select_name') if not self.store: Clock.schedule_once(self.redata) return self.data = list(map(self.munge, enumerate(self._iter_keys()))) i...	[ "def", "redata", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "select_name", "=", "kwargs", ".", "get", "(", "'select_name'", ")", "if", "not", "self", ".", "store", ":", "Clock", ".", "schedule_once", "(", "self", ".", "redata",...	41.888889	12.333333
def cdfNormal(z): """ Robust implementations of cdf of a standard normal. @see [[https://github.com/mseeger/apbsint/blob/master/src/eptools/potentials/SpecfunServices.h original implementation]] in C from Matthias Seeger. */ """ if (abs(z) < ERF_CODY_LIMIT1): # Phi(z) approx (1+y ...	[ "def", "cdfNormal", "(", "z", ")", ":", "if", "(", "abs", "(", "z", ")", "<", "ERF_CODY_LIMIT1", ")", ":", "# Phi(z) approx (1+y R_3(y^2))/2, y=z/sqrt(2)", "return", "0.5", "", "(", "1.0", "+", "(", "z", "/", "M_SQRT2", ")", "", "_erfRationalHelperR3", "...	39.125	23.75
def run(self, request, tempdir, opts): """ Constructs a command to run a cwl/json from requests and opts, runs it, and deposits the outputs in outdir. Runner: opts.getopt("runner", default="cwl-runner") CWL (url): request["workflow_url"] == a url to a cwl file ...	[ "def", "run", "(", "self", ",", "request", ",", "tempdir", ",", "opts", ")", ":", "wftype", "=", "request", "[", "'workflow_type'", "]", ".", "lower", "(", ")", ".", "strip", "(", ")", "version", "=", "request", "[", "'workflow_type_version'", "]", "if...	41.82	24.34
def get_category(category_id): """Return a PYBOSSA Category for the category_id. :param category_id: PYBOSSA Category ID :type category_id: integer :rtype: PYBOSSA Category :returns: A PYBOSSA Category object """ try: res = _pybossa_req('get', 'category', category_id) if re...	[ "def", "get_category", "(", "category_id", ")", ":", "try", ":", "res", "=", "_pybossa_req", "(", "'get'", ",", "'category'", ",", "category_id", ")", "if", "res", ".", "get", "(", "'id'", ")", ":", "return", "Category", "(", "res", ")", "else", ":", ...	25.411765	15.882353
def right_associative_infix_rule(operator, grammar_rule): """Semantic action for rules like 'A = B (C B)*'.""" def semantic_action(self, node, (result, remaining)): while remaining: op, rhs = remaining.pop(0) result = operator(Attr(result, Name(self.aliases[op])), [rhs], op) ...	[ "def", "right_associative_infix_rule", "(", "operator", ",", "grammar_rule", ")", ":", "def", "semantic_action", "(", "self", ",", "node", ",", "(", "result", ",", "remaining", ")", ")", ":", "while", "remaining", ":", "op", ",", "rhs", "=", "remaining", "...	47.375	14.625
def commit_file(self, message, path, content): """ Add a new file as blob in the storage, add its tree entry into the index and commit the index. :param message: str :param path: str :param content: str :return: """ if self.git_batch_commit: ...	[ "def", "commit_file", "(", "self", ",", "message", ",", "path", ",", "content", ")", ":", "if", "self", ".", "git_batch_commit", ":", "self", ".", "add_file", "(", "path", ",", "content", ")", "self", ".", "git_batch_commit_messages", ".", "append", "(", ...	30.85	17.05
def refresh_plugin(self): """Refresh tabwidget""" if self.tabwidget.count(): editor = self.tabwidget.currentWidget() else: editor = None self.find_widget.set_editor(editor)	[ "def", "refresh_plugin", "(", "self", ")", ":", "if", "self", ".", "tabwidget", ".", "count", "(", ")", ":", "editor", "=", "self", ".", "tabwidget", ".", "currentWidget", "(", ")", "else", ":", "editor", "=", "None", "self", ".", "find_widget", ".", ...	32.571429	10.571429
def add_interface_router(router, subnet, profile=None): ''' Adds an internal network interface to the specified router CLI Example: .. code-block:: bash salt '*' neutron.add_interface_router router-name subnet-name :param router: ID or name of the router :param subnet: ID or name of ...	[ "def", "add_interface_router", "(", "router", ",", "subnet", ",", "profile", "=", "None", ")", ":", "conn", "=", "_auth", "(", "profile", ")", "return", "conn", ".", "add_interface_router", "(", "router", ",", "subnet", ")" ]	29	22.058824
def default_gateway(): ''' Populates grains which describe whether a server has a default gateway configured or not. Uses `ip -4 route show` and `ip -6 route show` and greps for a `default` at the beginning of any line. Assuming the standard `default via <ip>` format for default gateways, it will al...	[ "def", "default_gateway", "(", ")", ":", "grains", "=", "{", "}", "ip_bin", "=", "salt", ".", "utils", ".", "path", ".", "which", "(", "'ip'", ")", "if", "not", "ip_bin", ":", "return", "{", "}", "grains", "[", "'ip_gw'", "]", "=", "False", "grains...	38.045455	21.909091
def move(self, path, destination): """ Move a path to destination :param path: source :param destination: destination :return: """ args = { 'path': path, 'destination': destination, } return self._client.json('filesystem.m...	[ "def", "move", "(", "self", ",", "path", ",", "destination", ")", ":", "args", "=", "{", "'path'", ":", "path", ",", "'destination'", ":", "destination", ",", "}", "return", "self", ".", "_client", ".", "json", "(", "'filesystem.move'", ",", "args", ")...	22.714286	15.571429
def plot_loglogs(cls, loc=None, iloc=None, show_censors=False, censor_styles=None, **kwargs): """ Specifies a plot of the log(-log(SV)) versus log(time) where SV is the estimated survival function. """ def loglog(s): return np.log(-np.log(s)) if (loc is not None) and (iloc is not None): ...	[ "def", "plot_loglogs", "(", "cls", ",", "loc", "=", "None", ",", "iloc", "=", "None", ",", "show_censors", "=", "False", ",", "censor_styles", "=", "None", ",", "", "", "kwargs", ")", ":", "def", "loglog", "(", "s", ")", ":", "return", "np", ".",...	33.894737	24.736842
def main(argString=None): """The main function of the module.. Here are the steps for duplicated samples: 1. Prints the options. 2. Reads the ``map`` file to gather marker's position (:py:func:`readMAP`). 3. Reads the ``tfam`` file (:py:func:`readTFAM`). 4. Finds the unique markers...	[ "def", "main", "(", "argString", "=", "None", ")", ":", "# Getting and checking the options", "args", "=", "parseArgs", "(", "argString", ")", "checkArgs", "(", "args", ")", "logger", ".", "info", "(", "\"Options used:\"", ")", "for", "key", ",", "value", "i...	40.51773	20.12766
def _rank(self, ranking, n): """ return the first n sentences with highest ranking """ return nlargest(n, ranking, key=ranking.get)	[ "def", "_rank", "(", "self", ",", "ranking", ",", "n", ")", ":", "return", "nlargest", "(", "n", ",", "ranking", ",", "key", "=", "ranking", ".", "get", ")" ]	45.666667	6.666667
def base_definition_post_delete(sender, instance, **kwargs): """ Make sure to delete fields inherited from an abstract model base. """ if hasattr(instance._state, '_deletion'): # Make sure to flatten abstract bases since Django # migrations can't deal with them. model = popattr(i...	[ "def", "base_definition_post_delete", "(", "sender", ",", "instance", ",", "", "", "kwargs", ")", ":", "if", "hasattr", "(", "instance", ".", "_state", ",", "'_deletion'", ")", ":", "# Make sure to flatten abstract bases since Django", "# migrations can't deal with th...	44.2	10.8
def _text_or_file(input_): ''' Determines if input is a path to a file, or a string with the content to be parsed. ''' if _isfile(input_): with salt.utils.files.fopen(input_) as fp_: out = salt.utils.stringutils.to_str(fp_.read()) else: out = salt.utils.stringutils.to...	[ "def", "_text_or_file", "(", "input_", ")", ":", "if", "_isfile", "(", "input_", ")", ":", "with", "salt", ".", "utils", ".", "files", ".", "fopen", "(", "input_", ")", "as", "fp_", ":", "out", "=", "salt", ".", "utils", ".", "stringutils", ".", "t...	28.083333	22.916667
def send(self, request, **kw): """ Send a request. Use the request information to see if it exists in the cache and cache the response if we need to and can. """ if request.method == 'GET': cached_response = self.controller.cached_request(request) if cache...	[ "def", "send", "(", "self", ",", "request", ",", "", "", "kw", ")", ":", "if", "request", ".", "method", "==", "'GET'", ":", "cached_response", "=", "self", ".", "controller", ".", "cached_request", "(", "request", ")", "if", "cached_response", ":", ...	37.105263	20.894737
def gen_lt(self): """Generate a new LoginTicket and add it to the list of valid LT for the user""" self.request.session['lt'] = self.request.session.get('lt', []) + [utils.gen_lt()] if len(self.request.session['lt']) > 100: self.request.session['lt'] = self.request.session['lt'][-100...	[ "def", "gen_lt", "(", "self", ")", ":", "self", ".", "request", ".", "session", "[", "'lt'", "]", "=", "self", ".", "request", ".", "session", ".", "get", "(", "'lt'", ",", "[", "]", ")", "+", "[", "utils", ".", "gen_lt", "(", ")", "]", "if", ...	63.6	23.2
def load_all_methods(self): r'''Method to initialize the object by precomputing any values which may be used repeatedly and by retrieving mixture-specific variables. All data are stored as attributes. This method also sets :obj:`Tmin`, :obj:`Tmax`, and :obj:`all_methods` as a set of met...	[ "def", "load_all_methods", "(", "self", ")", ":", "methods", "=", "[", "SIMPLE", "]", "if", "none_and_length_check", "(", "[", "self", ".", "Tcs", ",", "self", ".", "Vcs", ",", "self", ".", "omegas", ",", "self", ".", "CASs", "]", ")", ":", "methods"...	52.833333	24.111111
def iter(self, keyed=False, extended=False, cast=True, relations=False): """https://github.com/frictionlessdata/tableschema-py#schema """ # Prepare unique checks if cast: unique_fields_cache = {} if self.schema: unique_fields_cache = _create_uniqu...	[ "def", "iter", "(", "self", ",", "keyed", "=", "False", ",", "extended", "=", "False", ",", "cast", "=", "True", ",", "relations", "=", "False", ")", ":", "# Prepare unique checks", "if", "cast", ":", "unique_fields_cache", "=", "{", "}", "if", "self", ...	40.098361	20.868852
def command_help_long(self): """ Return command help for use in global parser usage string @TODO update to support self.current_indent from formatter """ indent = " " * 2 # replace with current_indent help = "Command must be one of:\n" for action_name in self.parser.valid_commands...	[ "def", "command_help_long", "(", "self", ")", ":", "indent", "=", "\" \"", "*", "2", "# replace with current_indent", "help", "=", "\"Command must be one of:\\n\"", "for", "action_name", "in", "self", ".", "parser", ".", "valid_commands", ":", "help", "+=", "\"%s%...	44.833333	22.5
def post_data(api_key=None, name='OpsGenie Execution Module', reason=None, action_type=None): ''' Post data to OpsGenie. It's designed for Salt's Event Reactor. After configuring the sls reaction file as shown above, you can trigger the module with your designated tag (og-tag in this case...	[ "def", "post_data", "(", "api_key", "=", "None", ",", "name", "=", "'OpsGenie Execution Module'", ",", "reason", "=", "None", ",", "action_type", "=", "None", ")", ":", "if", "api_key", "is", "None", "or", "reason", "is", "None", ":", "raise", "salt", "....	34.547945	21.616438
def _get_NTLMv1_response(password, server_challenge): """ [MS-NLMP] v28.0 2016-07-14 2.2.2.6 NTLM v1 Response: NTLM_RESPONSE The NTLM_RESPONSE strucutre defines the NTLM v1 authentication NtChallengeResponse in the AUTHENTICATE_MESSAGE. This response is only used when NTLM v1 au...	[ "def", "_get_NTLMv1_response", "(", "password", ",", "server_challenge", ")", ":", "ntlm_hash", "=", "comphash", ".", "_ntowfv1", "(", "password", ")", "response", "=", "ComputeResponse", ".", "_calc_resp", "(", "ntlm_hash", ",", "server_challenge", ")", "session_...	46.8	28.1
def recover_constants(py_source, replacements): #now has n^2 complexity. improve to n '''Converts identifiers representing Js constants to the PyJs constants PyJsNumberConst_1_ which has the true value of 5 will be converted to PyJsNumber(5)''' for identifier, value in replacements.it...	[ "def", "recover_constants", "(", "py_source", ",", "replacements", ")", ":", "#now has n^2 complexity. improve to n", "for", "identifier", ",", "value", "in", "replacements", ".", "iteritems", "(", ")", ":", "if", "identifier", ".", "startswith", "(", "'PyJsConstant...	55.5	23.357143
def follow_request_authorize(self, id): """ Accept an incoming follow request. """ id = self.__unpack_id(id) url = '/api/v1/follow_requests/{0}/authorize'.format(str(id)) self.__api_request('POST', url)	[ "def", "follow_request_authorize", "(", "self", ",", "id", ")", ":", "id", "=", "self", ".", "__unpack_id", "(", "id", ")", "url", "=", "'/api/v1/follow_requests/{0}/authorize'", ".", "format", "(", "str", "(", "id", ")", ")", "self", ".", "__api_request", ...	34.857143	5.714286
def build_filter(date_min=None, date_max=None, obj_event=None, obj_id=None, obj_type=None, utc_offset=None): """Returns a query filter that can be passed into EventLogManager.get_event_logs :param string date_min: Lower bound date in MM/DD/YYYY format :param string date_max: Upper bound date in...	[ "def", "build_filter", "(", "date_min", "=", "None", ",", "date_max", "=", "None", ",", "obj_event", "=", "None", ",", "obj_id", "=", "None", ",", "obj_type", "=", "None", ",", "utc_offset", "=", "None", ")", ":", "if", "not", "any", "(", "[", "date_...	42.567568	31.189189
def run_init(args): """ Run project initialization. This will ask the user for input. Parameters ---------- args : argparse named arguments """ root = args.root if root is None: root = '.' root = os.path.abspath(root) project_data = _get_package_data() project_...	[ "def", "run_init", "(", "args", ")", ":", "root", "=", "args", ".", "root", "if", "root", "is", "None", ":", "root", "=", "'.'", "root", "=", "os", ".", "path", ".", "abspath", "(", "root", ")", "project_data", "=", "_get_package_data", "(", ")", "...	39.016667	17.05
def remote_ssh(self, host): """ Execute a command on SSH. Takes a paramiko host dict """ logger.info('Starting remote execution of task {0} on host {1}'.format(self.name, host['hostname'])) try: self.remote_client = paramiko.SSHClient() self.remote_client.load_system_host...	[ "def", "remote_ssh", "(", "self", ",", "host", ")", ":", "logger", ".", "info", "(", "'Starting remote execution of task {0} on host {1}'", ".", "format", "(", "self", ".", "name", ",", "host", "[", "'hostname'", "]", ")", ")", "try", ":", "self", ".", "re...	56.137931	21.793103
async def loop(self): """ Return bot's main loop as coroutine. Use with asyncio. :Example: >>> loop = asyncio.get_event_loop() >>> loop.run_until_complete(bot.loop()) or >>> loop = asyncio.get_event_loop() >>> loop.create_task(bot.loop()) """ ...	[ "async", "def", "loop", "(", "self", ")", ":", "self", ".", "_running", "=", "True", "while", "self", ".", "_running", ":", "updates", "=", "await", "self", ".", "api_call", "(", "\"getUpdates\"", ",", "offset", "=", "self", ".", "_offset", "+", "1", ...	26.85	18.05
def s2time(secs, show_secs=True, show_fracs=True): """Converts seconds to time""" try: secs = float(secs) except: return "--:--:--.--" wholesecs = int(secs) centisecs = int((secs - wholesecs) * 100) hh = int(wholesecs / 3600) hd = int(hh % 24) mm = int((wholesecs / 60) - ...	[ "def", "s2time", "(", "secs", ",", "show_secs", "=", "True", ",", "show_fracs", "=", "True", ")", ":", "try", ":", "secs", "=", "float", "(", "secs", ")", "except", ":", "return", "\"--:--:--.--\"", "wholesecs", "=", "int", "(", "secs", ")", "centisecs...	28.944444	12.944444
def p_statement_break(p): '''statement : BREAK SEMI \| BREAK expr SEMI''' if len(p) == 3: p[0] = ast.Break(None, lineno=p.lineno(1)) else: p[0] = ast.Break(p[2], lineno=p.lineno(1))	[ "def", "p_statement_break", "(", "p", ")", ":", "if", "len", "(", "p", ")", "==", "3", ":", "p", "[", "0", "]", "=", "ast", ".", "Break", "(", "None", ",", "lineno", "=", "p", ".", "lineno", "(", "1", ")", ")", "else", ":", "p", "[", "0", ...	31.285714	14.428571
def install_egg(self, egg_name): """ Install an egg into the egg directory """ if not os.path.exists(self.egg_directory): os.makedirs(self.egg_directory) self.requirement_set.add_requirement( InstallRequirement.from_line(egg_name, None)) try: self.requ...	[ "def", "install_egg", "(", "self", ",", "egg_name", ")", ":", "if", "not", "os", ".", "path", ".", "exists", "(", "self", ".", "egg_directory", ")", ":", "os", ".", "makedirs", "(", "self", ".", "egg_directory", ")", "self", ".", "requirement_set", "."...	47.25	14.166667
def queue(self, queue, message, params={}, uids=[]): """ Queue a job in Rhumba """ d = { 'id': uuid.uuid1().get_hex(), 'version': 1, 'message': message, 'params': params } if uids: for uid in uids: ...	[ "def", "queue", "(", "self", ",", "queue", ",", "message", ",", "params", "=", "{", "}", ",", "uids", "=", "[", "]", ")", ":", "d", "=", "{", "'id'", ":", "uuid", ".", "uuid1", "(", ")", ".", "get_hex", "(", ")", ",", "'version'", ":", "1", ...	26.947368	18
def rmtree_errorhandler(func, path, exc_info): """On Windows, the files in .svn are read-only, so when rmtree() tries to remove them, an exception is thrown. We catch that here, remove the read-only attribute, and hopefully continue without problems.""" # if file type currently read only if os.stat...	[ "def", "rmtree_errorhandler", "(", "func", ",", "path", ",", "exc_info", ")", ":", "# if file type currently read only", "if", "os", ".", "stat", "(", "path", ")", ".", "st_mode", "&", "stat", ".", "S_IREAD", ":", "# convert to read/write", "os", ".", "chmod",...	40.461538	13.923077
def talkerIndication(): """TALKER INDICATION Section 9.1.44""" a = TpPd(pd=0x6) b = MessageType(mesType=0x11) # 00010001 c = MobileStationClassmark2() d = MobileId() packet = a / b / c / d return packet	[ "def", "talkerIndication", "(", ")", ":", "a", "=", "TpPd", "(", "pd", "=", "0x6", ")", "b", "=", "MessageType", "(", "mesType", "=", "0x11", ")", "# 00010001", "c", "=", "MobileStationClassmark2", "(", ")", "d", "=", "MobileId", "(", ")", "packet", ...	28	13.5
def subdivide(self, N=1, method=0): """Increase the number of vertices of a surface mesh. :param int N: number of subdivisions. :param int method: Loop(0), Linear(1), Adaptive(2), Butterfly(3) .. hint:: \|tutorial_subdivide\| \|tutorial.py\|_ """ triangles = vtk.vtkTriangle...	[ "def", "subdivide", "(", "self", ",", "N", "=", "1", ",", "method", "=", "0", ")", ":", "triangles", "=", "vtk", ".", "vtkTriangleFilter", "(", ")", "triangles", ".", "SetInputData", "(", "self", ".", "polydata", "(", ")", ")", "triangles", ".", "Upd...	36.321429	14.392857
def create(context, name, team_id, data, active): """create(context, name, team_id, data, active) Create a Remote CI >>> dcictl remoteci-create [OPTIONS] :param string name: Name of the Remote CI [required] :param string team_id: ID of the team to associate this remote CI with [required] ...	[ "def", "create", "(", "context", ",", "name", ",", "team_id", ",", "data", ",", "active", ")", ":", "state", "=", "utils", ".", "active_string", "(", "active", ")", "team_id", "=", "team_id", "or", "identity", ".", "my_team_id", "(", "context", ")", "r...	37.05	18.25
def fit_quadrature(orth, nodes, weights, solves, retall=False, norms=None, **kws): """ Using spectral projection to create a polynomial approximation over distribution space. Args: orth (chaospy.poly.base.Poly): Orthogonal polynomial expansion. Must be orthogonal for the ...	[ "def", "fit_quadrature", "(", "orth", ",", "nodes", ",", "weights", ",", "solves", ",", "retall", "=", "False", ",", "norms", "=", "None", ",", "", "", "kws", ")", ":", "orth", "=", "chaospy", ".", "poly", ".", "Poly", "(", "orth", ")", "nodes", ...	37.929825	21.192982
def _extract_future_flags(globs): """ Return the compiler-flags associated with the future features that have been imported into the given namespace (globs). """ flags = 0 for fname in __future__.all_feature_names: feature = globs.get(fname, None) if feature is getattr(__future__...	[ "def", "_extract_future_flags", "(", "globs", ")", ":", "flags", "=", "0", "for", "fname", "in", "__future__", ".", "all_feature_names", ":", "feature", "=", "globs", ".", "get", "(", "fname", ",", "None", ")", "if", "feature", "is", "getattr", "(", "__f...	34.454545	11
def analisar_retorno(retorno, classe_resposta=RespostaSAT, campos=RespostaSAT.CAMPOS, campos_alternativos=[], funcao=None, manter_verbatim=True): """Analisa o retorno (supostamente um retorno de uma função do SAT) conforme o padrão e campos esperados. O retorno deverá possuir dados separados ent...	[ "def", "analisar_retorno", "(", "retorno", ",", "classe_resposta", "=", "RespostaSAT", ",", "campos", "=", "RespostaSAT", ".", "CAMPOS", ",", "campos_alternativos", "=", "[", "]", ",", "funcao", "=", "None", ",", "manter_verbatim", "=", "True", ")", ":", "if...	38.617021	24.776596
def make_cookies(self, response, request): """Return sequence of Cookie objects extracted from response object.""" # get cookie-attributes for RFC 2965 and Netscape protocols headers = response.info() rfc2965_hdrs = headers.get_all("Set-Cookie2", []) ns_hdrs = headers.get_all("Se...	[ "def", "make_cookies", "(", "self", ",", "response", ",", "request", ")", ":", "# get cookie-attributes for RFC 2965 and Netscape protocols", "headers", "=", "response", ".", "info", "(", ")", "rfc2965_hdrs", "=", "headers", ".", "get_all", "(", "\"Set-Cookie2\"", "...	40.566038	19.075472
def set_pkg_file_name(self, doc, name): """Sets the package file name, if not already set. name - Any string. Raises CardinalityError if already has a file_name. Raises OrderError if no pacakge previously defined. """ self.assert_package_exists() if not self.packa...	[ "def", "set_pkg_file_name", "(", "self", ",", "doc", ",", "name", ")", ":", "self", ".", "assert_package_exists", "(", ")", "if", "not", "self", ".", "package_file_name_set", ":", "self", ".", "package_file_name_set", "=", "True", "doc", ".", "package", ".",...	38.923077	9.461538
def app_restart(name, profile, kwargs): """ Restart application. Executes ```cocaine-tool app pause``` and ```cocaine-tool app start``` sequentially. It can be used to quickly change application profile. """ ctx = Context(kwargs) ctx.execute_action('app:restart', **{ 'node': ct...	[ "def", "app_restart", "(", "name", ",", "profile", ",", "", "", "kwargs", ")", ":", "ctx", "=", "Context", "(", "", "", "kwargs", ")", "ctx", ".", "execute_action", "(", "'app:restart'", ",", "", "", "{", "'node'", ":", "ctx", ".", "repo", "....	28.8	17.733333
def full_file_list(scan_path): """ Returns a list of all files in a folder and its subfolders (only files). """ file_list = [] path = os.path.abspath(scan_path) for root, dirs, files in os.walk(path): if len(files) != 0 and not '.svn' in root and not '.git' in root: for f in ...	[ "def", "full_file_list", "(", "scan_path", ")", ":", "file_list", "=", "[", "]", "path", "=", "os", ".", "path", ".", "abspath", "(", "scan_path", ")", "for", "root", ",", "dirs", ",", "files", "in", "os", ".", "walk", "(", "path", ")", ":", "if", ...	35.727273	14.090909
def _create_action(factory_self, action_model, resource_name, service_context, is_load=False): """ Creates a new method which makes a request to the underlying AWS service. """ # Create the action in in this closure but before the ``do_action`` # me...	[ "def", "_create_action", "(", "factory_self", ",", "action_model", ",", "resource_name", ",", "service_context", ",", "is_load", "=", "False", ")", ":", "# Create the action in in this closure but before the ``do_action``", "# method below is invoked, which allows instances of the ...	41.793103	17.758621
def convert(model, input_features, output_features): """Convert a _imputer model to the protobuf spec. Parameters ---------- model: Imputer A trained Imputer model. input_features: str Name of the input column. output_features: str Name of the output column. Retur...	[ "def", "convert", "(", "model", ",", "input_features", ",", "output_features", ")", ":", "_INTERMEDIATE_FEATURE_NAME", "=", "\"__sparse_vector_features__\"", "n_dimensions", "=", "len", "(", "model", ".", "feature_names_", ")", "input_features", "=", "process_or_validat...	34.216216	23.756757
def _remember_videos(page, fetches, stitch_ups=None): ''' Saves info about videos captured by youtube-dl in `page.videos`. ''' if not 'videos' in page: page.videos = [] for fetch in fetches or []: content_type = fetch['response_headers'].get_content_type() if (content_type.st...	[ "def", "_remember_videos", "(", "page", ",", "fetches", ",", "stitch_ups", "=", "None", ")", ":", "if", "not", "'videos'", "in", "page", ":", "page", ".", "videos", "=", "[", "]", "for", "fetch", "in", "fetches", "or", "[", "]", ":", "content_type", ...	44.692308	15.512821
def focusOutEvent(self, event): """Reimplement Qt method to send focus change notification""" self.focus_changed.emit() return super(ShellWidget, self).focusOutEvent(event)	[ "def", "focusOutEvent", "(", "self", ",", "event", ")", ":", "self", ".", "focus_changed", ".", "emit", "(", ")", "return", "super", "(", "ShellWidget", ",", "self", ")", ".", "focusOutEvent", "(", "event", ")" ]	48.25	9
def send(signal): """Send signal. The signal has a unique identifier that is computed from (1) the id of the actor or task sending this signal (i.e., the actor or task calling this function), and (2) an index that is incremented every time this source sends a signal. This index starts from 1. ...	[ "def", "send", "(", "signal", ")", ":", "if", "hasattr", "(", "ray", ".", "worker", ".", "global_worker", ",", "\"actor_creation_task_id\"", ")", ":", "source_key", "=", "ray", ".", "worker", ".", "global_worker", ".", "actor_id", ".", "hex", "(", ")", "...	40.95	24.75
def patch_cluster_custom_object(self, group, version, plural, name, body, **kwargs): # noqa: E501 """patch_cluster_custom_object # noqa: E501 patch the specified cluster scoped custom object # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous...	[ "def", "patch_cluster_custom_object", "(", "self", ",", "group", ",", "version", ",", "plural", ",", "name", ",", "body", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "...	57.08	30.88
def before_request(self, func: Callable, name: AppOrBlueprintKey=None) -> Callable: """Add a before request function. This is designed to be used as a decorator. An example usage, .. code-block:: python @app.before_request def func(): ... Argum...	[ "def", "before_request", "(", "self", ",", "func", ":", "Callable", ",", "name", ":", "AppOrBlueprintKey", "=", "None", ")", "->", "Callable", ":", "handler", "=", "ensure_coroutine", "(", "func", ")", "self", ".", "before_request_funcs", "[", "name", "]", ...	29.888889	20.333333
def raise_expired_not_yet_valid(certificate): """ Raises a TLSVerificationError due to certificate being expired, or not yet being valid :param certificate: An asn1crypto.x509.Certificate object :raises: TLSVerificationError """ validity = certificate['tbs_certificate']['v...	[ "def", "raise_expired_not_yet_valid", "(", "certificate", ")", ":", "validity", "=", "certificate", "[", "'tbs_certificate'", "]", "[", "'validity'", "]", "not_after", "=", "validity", "[", "'not_after'", "]", ".", "native", "not_before", "=", "validity", "[", "...	34.192308	24.192308
def from_text(text, origin = root): """Convert text into a Name object. @rtype: dns.name.Name object """ if not isinstance(text, str): if isinstance(text, unicode) and sys.hexversion >= 0x02030000: return from_unicode(text, origin) else: raise ValueError("input t...	[ "def", "from_text", "(", "text", ",", "origin", "=", "root", ")", ":", "if", "not", "isinstance", "(", "text", ",", "str", ")", ":", "if", "isinstance", "(", "text", ",", "unicode", ")", "and", "sys", ".", "hexversion", ">=", "0x02030000", ":", "retu...	30.466667	13.333333
def demo(): """Outline basic demo.""" A = poisson((100, 100), format='csr') # 2D FD Poisson problem B = None # no near-null spaces guesses for SA b = sp.rand(A.shape[0], 1) # a random right-hand side # use AMG based on Smoothed Aggregation (SA) and display in...	[ "def", "demo", "(", ")", ":", "A", "=", "poisson", "(", "(", "100", ",", "100", ")", ",", "format", "=", "'csr'", ")", "# 2D FD Poisson problem", "B", "=", "None", "# no near-null spaces guesses for SA", "b", "=", "sp", ".", "rand", "(", "A", ".", "sha...	38.829787	22.468085
def parse_on_event(self, node): """ Parses <OnEvent> @param node: Node containing the <OnEvent> element @type node: xml.etree.Element """ try: port = node.lattrib['port'] except: self.raise_error('<OnEvent> must specify a port.') ...	[ "def", "parse_on_event", "(", "self", ",", "node", ")", ":", "try", ":", "port", "=", "node", ".", "lattrib", "[", "'port'", "]", "except", ":", "self", ".", "raise_error", "(", "'<OnEvent> must specify a port.'", ")", "event_handler", "=", "OnEvent", "(", ...	26.9	17.3
def pagination(self): """Return all page parameters as a dict. :return dict: a dict of pagination information To allow multiples strategies, all parameters starting with `page` will be included. e.g:: { "number": '25', "size": '150', } ...	[ "def", "pagination", "(", "self", ")", ":", "# check values type", "result", "=", "self", ".", "_get_key_values", "(", "'page'", ")", "for", "key", ",", "value", "in", "result", ".", "items", "(", ")", ":", "if", "key", "not", "in", "(", "'number'", ",...	41.189189	28.513514
def finalize(self): """ Add title and modify axes to make the image ready for display. """ self.set_title( '{} Manifold (fit in {:0.2f} seconds)'.format( self._name, self.fit_time_.interval ) ) self.ax.set_xticklabels([]) se...	[ "def", "finalize", "(", "self", ")", ":", "self", ".", "set_title", "(", "'{} Manifold (fit in {:0.2f} seconds)'", ".", "format", "(", "self", ".", "_name", ",", "self", ".", "fit_time_", ".", "interval", ")", ")", "self", ".", "ax", ".", "set_xticklabels", ...	32.473684	17.315789
def create(env_dir, system_site_packages=False, clear=False, symlinks=False, with_pip=False, prompt=None): """Create a virtual environment in a directory.""" builder = ExtendedEnvBuilder(system_site_packages=system_site_packages, clear=clear, symlinks=symlink...	[ "def", "create", "(", "env_dir", ",", "system_site_packages", "=", "False", ",", "clear", "=", "False", ",", "symlinks", "=", "False", ",", "with_pip", "=", "False", ",", "prompt", "=", "None", ")", ":", "builder", "=", "ExtendedEnvBuilder", "(", "system_s...	54.625	19.625
def format_num(num, unit='bytes'): """ Returns a human readable string of a byte-value. If 'num' is bits, set unit='bits'. """ if unit == 'bytes': extension = 'B' else: # if it's not bytes, it's bits extension = 'Bit' for dimension in (unit, 'K', 'M', 'G', 'T'): ...	[ "def", "format_num", "(", "num", ",", "unit", "=", "'bytes'", ")", ":", "if", "unit", "==", "'bytes'", ":", "extension", "=", "'B'", "else", ":", "# if it's not bytes, it's bits", "extension", "=", "'Bit'", "for", "dimension", "in", "(", "unit", ",", "'K'"...	31.294118	11.176471
def set(self, oid, typevalue): """ Call the default or user setter function if available """ success = False type_ = typevalue.split()[0] value = typevalue.lstrip(type_).strip().strip('"') ret_value = self.get_setter(oid)(oid, type_, value) if ret_value: if ret_value in ErrorValues or ret_value == '...	[ "def", "set", "(", "self", ",", "oid", ",", "typevalue", ")", ":", "success", "=", "False", "type_", "=", "typevalue", ".", "split", "(", ")", "[", "0", "]", "value", "=", "typevalue", ".", "lstrip", "(", "type_", ")", ".", "strip", "(", ")", "."...	28.578947	16.157895
def subscribe(self, topic, qos): """Subscribe to some topic.""" if self.sock == NC.INVALID_SOCKET: return NC.ERR_NO_CONN self.logger.info("SUBSCRIBE: %s", topic) return self.send_subscribe(False, [(utf8encode(topic), qos)])	[ "def", "subscribe", "(", "self", ",", "topic", ",", "qos", ")", ":", "if", "self", ".", "sock", "==", "NC", ".", "INVALID_SOCKET", ":", "return", "NC", ".", "ERR_NO_CONN", "self", ".", "logger", ".", "info", "(", "\"SUBSCRIBE: %s\"", ",", "topic", ")",...	38.571429	12.285714
def parse_entry(self, soup): """ Given: soup: a bs4 element containing a row from the current media list Return a tuple: (media object, dict of this row's parseable attributes) """ # parse the media object first. media_attrs = self.parse_entry_media_attributes(soup) medi...	[ "def", "parse_entry", "(", "self", ",", "soup", ")", ":", "# parse the media object first.", "media_attrs", "=", "self", ".", "parse_entry_media_attributes", "(", "soup", ")", "media_id", "=", "media_attrs", "[", "u'id'", "]", "del", "media_attrs", "[", "u'id'", ...	30.150943	25.132075
def check_config_options(_class, required_options, optional_options, options): """Helper method to check options. Arguments: _class -- the original class that takes received the options. required_options -- the options that are required. If they are not present, a Conf...	[ "def", "check_config_options", "(", "_class", ",", "required_options", ",", "optional_options", ",", "options", ")", ":", "for", "opt", "in", "required_options", ":", "if", "opt", "not", "in", "options", ":", "msg", "=", "\"Required option missing: {0}\"", "raise"...	43	21.269231
def sigma_fltr(dem, n=3): """sigma * factor filter Useful for outlier removal These are min/max percentile ranges for different sigma values: 1: 15.865, 84.135 2: 2.275, 97.725 3: 0.135, 99.865 """ std = dem.std() u = dem.mean() print('Excluding values outside of range: {1:...	[ "def", "sigma_fltr", "(", "dem", ",", "n", "=", "3", ")", ":", "std", "=", "dem", ".", "std", "(", ")", "u", "=", "dem", ".", "mean", "(", ")", "print", "(", "'Excluding values outside of range: {1:0.2f} +/- {0}*{2:0.2f}'", ".", "format", "(", "n", ",", ...	27.25	19.6875
def clone_data(self, data_path): """ Clones data for given data_path: :param str data_path: Git url (git/http/https) or local directory path """ self.data_path = data_path data_url = urlparse.urlparse(self.data_path) if data_url.scheme in SCHEMES or (data_url.sch...	[ "def", "clone_data", "(", "self", ",", "data_path", ")", ":", "self", ".", "data_path", "=", "data_path", "data_url", "=", "urlparse", ".", "urlparse", "(", "self", ".", "data_path", ")", "if", "data_url", ".", "scheme", "in", "SCHEMES", "or", "(", "data...	54.225	27
def find_all(self, cls): """Required functionality.""" final_results = [] table = self.get_class_table(cls) for db_result in table.scan(): obj = cls.from_data(db_result['value']) final_results.append(obj) return final_results	[ "def", "find_all", "(", "self", ",", "cls", ")", ":", "final_results", "=", "[", "]", "table", "=", "self", ".", "get_class_table", "(", "cls", ")", "for", "db_result", "in", "table", ".", "scan", "(", ")", ":", "obj", "=", "cls", ".", "from_data", ...	31.333333	11
def _tup_and_byte(obj): """ wat """ # if this is a unicode string, return its string representation if isinstance(obj, unicode): return obj.encode('utf-8') # if this is a list of values, return list of byteified values if isinstance(obj, list): return [_tup_and_byte(item) for item i...	[ "def", "_tup_and_byte", "(", "obj", ")", ":", "# if this is a unicode string, return its string representation", "if", "isinstance", "(", "obj", ",", "unicode", ")", ":", "return", "obj", ".", "encode", "(", "'utf-8'", ")", "# if this is a list of values, return list of b...	34.391304	20.434783
def stage_pywbem_result(self, ret, exc): """ Log result return or exception parameter. This method provides varied type of formatting based on the detail_level parameter and the data in ret. """ def format_result(ret, max_len): """ format ret as repr while cli...	[ "def", "stage_pywbem_result", "(", "self", ",", "ret", ",", "exc", ")", ":", "def", "format_result", "(", "ret", ",", "max_len", ")", ":", "\"\"\" format ret as repr while clipping it to max_len if\n max_len is not None.\n \"\"\"", "# Format the 'summa...	41.415094	16.745283
def predict(self, n_periods=10, exogenous=None, return_conf_int=False, alpha=0.05, **kwargs): """Forecast future (transformed) values Generate predictions (forecasts) ``n_periods`` in the future. Note that if ``exogenous`` variables were used in the model fit, they will ...	[ "def", "predict", "(", "self", ",", "n_periods", "=", "10", ",", "exogenous", "=", "None", ",", "return_conf_int", "=", "False", ",", "alpha", "=", "0.05", ",", "", "", "kwargs", ")", ":", "check_is_fitted", "(", "self", ",", "\"steps_\"", ")", "# Pu...	45.789474	24.578947
def new_autorow(self, row=None): """ Sets the auto-add row. If row=None, increments by 1 """ if row==None: self._auto_row += 1 else: self._auto_row = row self._auto_column=0 return self	[ "def", "new_autorow", "(", "self", ",", "row", "=", "None", ")", ":", "if", "row", "==", "None", ":", "self", ".", "_auto_row", "+=", "1", "else", ":", "self", ".", "_auto_row", "=", "row", "self", ".", "_auto_column", "=", "0", "return", "self" ]	26.888889	11.555556
def orchestrate_high(data, test=None, queue=False, pillar=None, *kwargs): ''' Execute a single state orchestration routine .. versionadded:: 2015.5.0 CLI Example: .. code-block:: bash salt-run state.orchestrate_high '{ stage_one: {salt.state: [{tgt: "db"}, {...	[ "def", "orchestrate_high", "(", "data", ",", "test", "=", "None", ",", "queue", "=", "False", ",", "pillar", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "pillar", "is", "not", "None", "and", "not", "isinstance", "(", "pillar", ",", "dict", ...	30.676471	21.029412
def get_discrete_grid(self): """ Computes a Numpy array with the grid of points that results after crossing the possible outputs of the discrete variables """ sets_grid = [] for d in self.space: if d.type == 'discrete': sets_grid.extend([d.doma...	[ "def", "get_discrete_grid", "(", "self", ")", ":", "sets_grid", "=", "[", "]", "for", "d", "in", "self", ".", "space", ":", "if", "d", ".", "type", "==", "'discrete'", ":", "sets_grid", ".", "extend", "(", "[", "d", ".", "domain", "]", "*", "d", ...	39.3	18.9
def get_match_history(start_at_match_id=None, player_name=None, hero_id=None, skill=0, date_min=None, date_max=None, account_id=None, league_id=None, matches_requested=None, game_mode=None, min_players=None, tournament_games_only=None, ...	[ "def", "get_match_history", "(", "start_at_match_id", "=", "None", ",", "player_name", "=", "None", ",", "hero_id", "=", "None", ",", "skill", "=", "0", ",", "date_min", "=", "None", ",", "date_max", "=", "None", ",", "account_id", "=", "None", ",", "lea...	36.12	17.64
def send_command(self, command: str, args, *kwargs): """ For request bot to perform some action """ info = 'send command `%s` to bot. Args: %s \| Kwargs: %s' self._messaging_logger.command.info(info, command, args, kwargs) command = command.encode('utf8') # targ...	[ "def", "send_command", "(", "self", ",", "command", ":", "str", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "info", "=", "'send command `%s` to bot. Args: %s \| Kwargs: %s'", "self", ".", "_messaging_logger", ".", "command", ".", "info", "(", "info", ...	41.052632	16
def __trim_outputspeech(self, speech_output=None): # type: (Union[str, None]) -> str """Trims the output speech if it already has the <speak></speak> tag. :param speech_output: the output speech sent back to user. :type speech_output: str :return: the trimmed output spee...	[ "def", "__trim_outputspeech", "(", "self", ",", "speech_output", "=", "None", ")", ":", "# type: (Union[str, None]) -> str", "if", "speech_output", "is", "None", ":", "return", "\"\"", "speech", "=", "speech_output", ".", "strip", "(", ")", "if", "speech", ".", ...	36.5	11.6875
def _lex_fortran(self, match, ctx=None): """Lex a line just as free form fortran without line break.""" lexer = FortranLexer() text = match.group(0) + "\n" for index, token, value in lexer.get_tokens_unprocessed(text): value = value.replace('\n', '') if value != '...	[ "def", "_lex_fortran", "(", "self", ",", "match", ",", "ctx", "=", "None", ")", ":", "lexer", "=", "FortranLexer", "(", ")", "text", "=", "match", ".", "group", "(", "0", ")", "+", "\"\\n\"", "for", "index", ",", "token", ",", "value", "in", "lexer...	44.625	7.625
def predict(self, data, param_list=None, return_long_probs=True, choice_col=None, num_draws=None, seed=None): """ Parameters ---------- data : string or pandas dataframe. If string...	[ "def", "predict", "(", "self", ",", "data", ",", "param_list", "=", "None", ",", "return_long_probs", "=", "True", ",", "choice_col", "=", "None", ",", "num_draws", "=", "None", ",", "seed", "=", "None", ")", ":", "# Get the dataframe of observations we'll be ...	51.298969	22.597938
def _mkanchors(ws, hs, x_ctr, y_ctr): """ Given a vector of widths (ws) and heights (hs) around a center (x_ctr, y_ctr), output a set of anchors (windows). """ ws = ws[:, np.newaxis] hs = hs[:, np.newaxis] anchors = np.hstack((x_ctr - 0.5 * (ws - 1), ...	[ "def", "_mkanchors", "(", "ws", ",", "hs", ",", "x_ctr", ",", "y_ctr", ")", ":", "ws", "=", "ws", "[", ":", ",", "np", ".", "newaxis", "]", "hs", "=", "hs", "[", ":", ",", "np", ".", "newaxis", "]", "anchors", "=", "np", ".", "hstack", "(", ...	39.833333	11.5
def create( project: 'projects.Project', include_path: str ) -> COMPONENT: """ Creates a COMPONENT instance for the project component specified by the include path :param project: The project in which the component resides :param include_path: The relative path withi...	[ "def", "create", "(", "project", ":", "'projects.Project'", ",", "include_path", ":", "str", ")", "->", "COMPONENT", ":", "source_path", "=", "environ", ".", "paths", ".", "clean", "(", "os", ".", "path", ".", "join", "(", "project", ".", "source_directory...	29.075	20.225
def list_sig_ok(self, signature: str): """ return if a signature is indeed a list and all objects are intact :param signature: :return: """ list_filename = self.get_list_filename(signature) if list_filename not in self.name_cache: return False ...	[ "def", "list_sig_ok", "(", "self", ",", "signature", ":", "str", ")", ":", "list_filename", "=", "self", ".", "get_list_filename", "(", "signature", ")", "if", "list_filename", "not", "in", "self", ".", "name_cache", ":", "return", "False", "for", "_object_n...	36.076923	14.384615
def delete_editor(userid): """ :param userid: a string representing the user's UW NetID :return: True if request is successful, False otherwise. raise DataFailureException or a corresponding TrumbaException if the request failed or an error code has been returned. """ url = _make_del_account...	[ "def", "delete_editor", "(", "userid", ")", ":", "url", "=", "_make_del_account_url", "(", "userid", ")", "return", "_process_resp", "(", "url", ",", "get_sea_resource", "(", "url", ")", ",", "_is_editor_deleted", ")" ]	39.166667	11.333333
def expect(self, f, args): """Like 'accept' but throws a parse error if 'f' doesn't match.""" match = self.accept(f, args) if match: return match try: func_name = f.func_name except AttributeError: func_name = "<unnamed grammar function>" ...	[ "def", "expect", "(", "self", ",", "f", ",", "", "args", ")", ":", "match", "=", "self", ".", "accept", "(", "f", ",", "", "args", ")", "if", "match", ":", "return", "match", "try", ":", "func_name", "=", "f", ".", "func_name", "except", "Attri...	34.133333	15.733333
def remove(self, func): """Remove any provisioned log sink if auto created""" if not self.data['name'].startswith(self.prefix): return parent = self.get_parent(self.get_log()) _, sink_path, _ = self.get_sink() client = self.session.client( 'logging', 'v2',...	[ "def", "remove", "(", "self", ",", "func", ")", ":", "if", "not", "self", ".", "data", "[", "'name'", "]", ".", "startswith", "(", "self", ".", "prefix", ")", ":", "return", "parent", "=", "self", ".", "get_parent", "(", "self", ".", "get_log", "("...	38.357143	12.285714
def _collect_conflicts_within( context, # type: ValidationContext conflicts, # type: List[Tuple[Tuple[str, str], List[Node], List[Node]]] cached_fields_and_fragment_names, # type: Dict[SelectionSet, Tuple[Dict[str, List[Tuple[Union[GraphQLInterfaceType, GraphQLObjectType, None], Field, GraphQLField]]], L...	[ "def", "_collect_conflicts_within", "(", "context", ",", "# type: ValidationContext", "conflicts", ",", "# type: List[Tuple[Tuple[str, str], List[Node], List[Node]]]", "cached_fields_and_fragment_names", ",", "# type: Dict[SelectionSet, Tuple[Dict[str, List[Tuple[Union[GraphQLInterfaceType, Gr...	50.96875	23.40625

def get_root( self, key ): """Retrieve the given root by type-key""" if key not in self.roots: root,self.rows = load( self.filename, include_interpreter = self.include_interpreter ) self.roots[key] = root return self.roots[key]

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45

15.833333

def bookmarks_index_changed(self): """Update the UI when the bookmarks combobox has changed.""" index = self.bookmarks_list.currentIndex() if index >= 0: self.tool.reset() rectangle = self.bookmarks_list.itemData(index) self.tool.set_rectangle(rectangle) ...

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41.090909

9.818182

def remove(self, level, logger): """ Given a level, remove a given logger function if it is a member of that level, closing the logger function either way.""" self.config[level].discard(logger) logger.close()

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41.833333

8.5

def _serialize_call(self, format_, call): """Return serialized version of the Call using the record's FORMAT'""" if isinstance(call, record.UnparsedCall): return call.unparsed_data else: result = [ format_value(self.header.get_format_field_info(key), call....

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42

15.4

def ssn(self): """ Returns a 9 digits Dutch SSN called "burgerservicenummer (BSN)". the Dutch "burgerservicenummer (BSN)" needs to pass the "11-proef", which is a check digit approach; this function essentially reverses the checksum steps to create a random valid BSN (which is 9...

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39.935484

19.548387

def dump_data(request): """Exports data from whole project. """ # Try to grab app_label data app_label = request.GET.get('app_label', []) if app_label: app_label = app_label.split(',') return dump_to_response(request, app_label=app_label, exclude=settings.SMUG...

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36.666667

11.111111

def reboot(name, call=None): ''' Reboot a linode. .. versionadded:: 2015.8.0 name The name of the VM to reboot. CLI Example: .. code-block:: bash salt-cloud -a reboot vm_name ''' if call != 'action': raise SaltCloudException( 'The show_instance ac...

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21.866667

23.466667

def _expectation(p, mean1, none1, mean2, none2, nghp=None): """ Compute the expectation: expectation[n] = <m1(x_n)^T m2(x_n)>_p(x_n) - m1(.) :: Identity mean function - m2(.) :: Linear mean function :return: NxDxQ """ with params_as_tensors_for(mean2): N = tf.shape(p.mu)...

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35.25

16.5

def _generate_hex_for_uris(self, uris): """Given uris, generate and return hex version of it Parameters ---------- uris : list Containing all uris Returns ------- str Hexed uris """ return sha256((":".join(uris) + str(time...

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23.785714

20.428571

def __get_event(self, block=True, timeout=1): """ Retrieves an event. If self._exceeding_event is not None, it'll be returned. Otherwise, an event is dequeued from the event buffer. If The event which was retrieved is bigger than the permitted batch size, it'll be omitted, and th...

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48.25

20.5

def prepare_method(self, method): """Prepares the given HTTP method.""" self.method = method if self.method is not None: self.method = self.method.upper()

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37.2

5.8

def from_bytes(cls, bitstream): ''' Parse the given packet and update properties accordingly ''' packet = cls() # Convert to ConstBitStream (if not already provided) if not isinstance(bitstream, ConstBitStream): if isinstance(bitstream, Bits): ...

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31.052632

18.842105

def reflect(self, data, width): """ reflect a data word, i.e. reverts the bit order. """ x = data & 0x01 for i in range(width - 1): data >>= 1 x = (x << 1) | (data & 0x01) return x

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27.111111

10

def _find_relations(self): """Find all relevant relation elements and return them in a list.""" # Get all extractions extractions = \ list(self.tree.execute("$.extractions[(@.@type is 'Extraction')]")) # Get relations from extractions relations = [] for e in ...

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43.357143

15.928571

def GetMessages(self, files): """Gets all the messages from a specified file. This will find and resolve dependencies, failing if the descriptor pool cannot satisfy them. Args: files: The file names to extract messages from. Returns: A dictionary mapping proto names to the message cla...

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40.275

22.675

def get_readme(): """Generate long description""" pandoc = None for path in os.environ["PATH"].split(os.pathsep): path = path.strip('"') pandoc = os.path.join(path, 'pandoc') if os.path.isfile(pandoc) and os.access(pandoc, os.X_OK): break else: pandoc ...

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31.578947

17.315789

def get_file(fname, datapath=datapath): """Return path of an example data file Return the full path to an example data file name. If the file does not exist in the `datapath` directory, tries to download it from the ODTbrain GitHub repository. """ # download location datapath = pathlib.Path...

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34.285714

15.761905

def redata(self, *args, **kwargs): """Update my ``data`` to match what's in my ``store``""" select_name = kwargs.get('select_name') if not self.store: Clock.schedule_once(self.redata) return self.data = list(map(self.munge, enumerate(self._iter_keys()))) i...

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41.888889

12.333333

def cdfNormal(z): """ Robust implementations of cdf of a standard normal. @see [[https://github.com/mseeger/apbsint/blob/master/src/eptools/potentials/SpecfunServices.h original implementation]] in C from Matthias Seeger. */ """ if (abs(z) < ERF_CODY_LIMIT1): # Phi(z) approx (1+y ...

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39.125

23.75

def run(self, request, tempdir, opts): """ Constructs a command to run a cwl/json from requests and opts, runs it, and deposits the outputs in outdir. Runner: opts.getopt("runner", default="cwl-runner") CWL (url): request["workflow_url"] == a url to a cwl file ...

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41.82

24.34

def get_category(category_id): """Return a PYBOSSA Category for the category_id. :param category_id: PYBOSSA Category ID :type category_id: integer :rtype: PYBOSSA Category :returns: A PYBOSSA Category object """ try: res = _pybossa_req('get', 'category', category_id) if re...

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25.411765

15.882353

def right_associative_infix_rule(operator, grammar_rule): """Semantic action for rules like 'A = B (C B)*'.""" def semantic_action(self, node, (result, remaining)): while remaining: op, rhs = remaining.pop(0) result = operator(Attr(result, Name(self.aliases[op])), [rhs], op) ...

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47.375

14.625

def commit_file(self, message, path, content): """ Add a new file as blob in the storage, add its tree entry into the index and commit the index. :param message: str :param path: str :param content: str :return: """ if self.git_batch_commit: ...

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30.85

17.05

def refresh_plugin(self): """Refresh tabwidget""" if self.tabwidget.count(): editor = self.tabwidget.currentWidget() else: editor = None self.find_widget.set_editor(editor)

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32.571429

10.571429

def add_interface_router(router, subnet, profile=None): ''' Adds an internal network interface to the specified router CLI Example: .. code-block:: bash salt '*' neutron.add_interface_router router-name subnet-name :param router: ID or name of the router :param subnet: ID or name of ...

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29

22.058824

def default_gateway(): ''' Populates grains which describe whether a server has a default gateway configured or not. Uses `ip -4 route show` and `ip -6 route show` and greps for a `default` at the beginning of any line. Assuming the standard `default via <ip>` format for default gateways, it will al...

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38.045455

21.909091

def move(self, path, destination): """ Move a path to destination :param path: source :param destination: destination :return: """ args = { 'path': path, 'destination': destination, } return self._client.json('filesystem.m...

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22.714286

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def plot_loglogs(cls, loc=None, iloc=None, show_censors=False, censor_styles=None, **kwargs): """ Specifies a plot of the log(-log(SV)) versus log(time) where SV is the estimated survival function. """ def loglog(s): return np.log(-np.log(s)) if (loc is not None) and (iloc is not None): ...

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def main(argString=None): """The main function of the module.. Here are the steps for duplicated samples: 1. Prints the options. 2. Reads the ``map`` file to gather marker's position (:py:func:`readMAP`). 3. Reads the ``tfam`` file (:py:func:`readTFAM`). 4. Finds the unique markers...

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def _rank(self, ranking, n): """ return the first n sentences with highest ranking """ return nlargest(n, ranking, key=ranking.get)

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def base_definition_post_delete(sender, instance, **kwargs): """ Make sure to delete fields inherited from an abstract model base. """ if hasattr(instance._state, '_deletion'): # Make sure to flatten abstract bases since Django # migrations can't deal with them. model = popattr(i...

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def _text_or_file(input_): ''' Determines if input is a path to a file, or a string with the content to be parsed. ''' if _isfile(input_): with salt.utils.files.fopen(input_) as fp_: out = salt.utils.stringutils.to_str(fp_.read()) else: out = salt.utils.stringutils.to...

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def send(self, request, **kw): """ Send a request. Use the request information to see if it exists in the cache and cache the response if we need to and can. """ if request.method == 'GET': cached_response = self.controller.cached_request(request) if cache...

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def gen_lt(self): """Generate a new LoginTicket and add it to the list of valid LT for the user""" self.request.session['lt'] = self.request.session.get('lt', []) + [utils.gen_lt()] if len(self.request.session['lt']) > 100: self.request.session['lt'] = self.request.session['lt'][-100...

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def load_all_methods(self): r'''Method to initialize the object by precomputing any values which may be used repeatedly and by retrieving mixture-specific variables. All data are stored as attributes. This method also sets :obj:`Tmin`, :obj:`Tmax`, and :obj:`all_methods` as a set of met...

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def iter(self, keyed=False, extended=False, cast=True, relations=False): """https://github.com/frictionlessdata/tableschema-py#schema """ # Prepare unique checks if cast: unique_fields_cache = {} if self.schema: unique_fields_cache = _create_uniqu...

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def command_help_long(self): """ Return command help for use in global parser usage string @TODO update to support self.current_indent from formatter """ indent = " " * 2 # replace with current_indent help = "Command must be one of:\n" for action_name in self.parser.valid_commands...

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def post_data(api_key=None, name='OpsGenie Execution Module', reason=None, action_type=None): ''' Post data to OpsGenie. It's designed for Salt's Event Reactor. After configuring the sls reaction file as shown above, you can trigger the module with your designated tag (og-tag in this case...

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def _get_NTLMv1_response(password, server_challenge): """ [MS-NLMP] v28.0 2016-07-14 2.2.2.6 NTLM v1 Response: NTLM_RESPONSE The NTLM_RESPONSE strucutre defines the NTLM v1 authentication NtChallengeResponse in the AUTHENTICATE_MESSAGE. This response is only used when NTLM v1 au...

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def recover_constants(py_source, replacements): #now has n^2 complexity. improve to n '''Converts identifiers representing Js constants to the PyJs constants PyJsNumberConst_1_ which has the true value of 5 will be converted to PyJsNumber(5)''' for identifier, value in replacements.it...

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def follow_request_authorize(self, id): """ Accept an incoming follow request. """ id = self.__unpack_id(id) url = '/api/v1/follow_requests/{0}/authorize'.format(str(id)) self.__api_request('POST', url)

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def build_filter(date_min=None, date_max=None, obj_event=None, obj_id=None, obj_type=None, utc_offset=None): """Returns a query filter that can be passed into EventLogManager.get_event_logs :param string date_min: Lower bound date in MM/DD/YYYY format :param string date_max: Upper bound date in...

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def run_init(args): """ Run project initialization. This will ask the user for input. Parameters ---------- args : argparse named arguments """ root = args.root if root is None: root = '.' root = os.path.abspath(root) project_data = _get_package_data() project_...

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def remote_ssh(self, host): """ Execute a command on SSH. Takes a paramiko host dict """ logger.info('Starting remote execution of task {0} on host {1}'.format(self.name, host['hostname'])) try: self.remote_client = paramiko.SSHClient() self.remote_client.load_system_host...

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async def loop(self): """ Return bot's main loop as coroutine. Use with asyncio. :Example: >>> loop = asyncio.get_event_loop() >>> loop.run_until_complete(bot.loop()) or >>> loop = asyncio.get_event_loop() >>> loop.create_task(bot.loop()) """ ...

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def s2time(secs, show_secs=True, show_fracs=True): """Converts seconds to time""" try: secs = float(secs) except: return "--:--:--.--" wholesecs = int(secs) centisecs = int((secs - wholesecs) * 100) hh = int(wholesecs / 3600) hd = int(hh % 24) mm = int((wholesecs / 60) - ...

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def p_statement_break(p): '''statement : BREAK SEMI | BREAK expr SEMI''' if len(p) == 3: p[0] = ast.Break(None, lineno=p.lineno(1)) else: p[0] = ast.Break(p[2], lineno=p.lineno(1))

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def install_egg(self, egg_name): """ Install an egg into the egg directory """ if not os.path.exists(self.egg_directory): os.makedirs(self.egg_directory) self.requirement_set.add_requirement( InstallRequirement.from_line(egg_name, None)) try: self.requ...

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def queue(self, queue, message, params={}, uids=[]): """ Queue a job in Rhumba """ d = { 'id': uuid.uuid1().get_hex(), 'version': 1, 'message': message, 'params': params } if uids: for uid in uids: ...

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26.947368

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def rmtree_errorhandler(func, path, exc_info): """On Windows, the files in .svn are read-only, so when rmtree() tries to remove them, an exception is thrown. We catch that here, remove the read-only attribute, and hopefully continue without problems.""" # if file type currently read only if os.stat...

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def talkerIndication(): """TALKER INDICATION Section 9.1.44""" a = TpPd(pd=0x6) b = MessageType(mesType=0x11) # 00010001 c = MobileStationClassmark2() d = MobileId() packet = a / b / c / d return packet

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def subdivide(self, N=1, method=0): """Increase the number of vertices of a surface mesh. :param int N: number of subdivisions. :param int method: Loop(0), Linear(1), Adaptive(2), Butterfly(3) .. hint:: |tutorial_subdivide| |tutorial.py|_ """ triangles = vtk.vtkTriangle...

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def create(context, name, team_id, data, active): """create(context, name, team_id, data, active) Create a Remote CI >>> dcictl remoteci-create [OPTIONS] :param string name: Name of the Remote CI [required] :param string team_id: ID of the team to associate this remote CI with [required] ...

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def fit_quadrature(orth, nodes, weights, solves, retall=False, norms=None, **kws): """ Using spectral projection to create a polynomial approximation over distribution space. Args: orth (chaospy.poly.base.Poly): Orthogonal polynomial expansion. Must be orthogonal for the ...

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def _extract_future_flags(globs): """ Return the compiler-flags associated with the future features that have been imported into the given namespace (globs). """ flags = 0 for fname in __future__.all_feature_names: feature = globs.get(fname, None) if feature is getattr(__future__...

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34.454545

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def analisar_retorno(retorno, classe_resposta=RespostaSAT, campos=RespostaSAT.CAMPOS, campos_alternativos=[], funcao=None, manter_verbatim=True): """Analisa o retorno (supostamente um retorno de uma função do SAT) conforme o padrão e campos esperados. O retorno deverá possuir dados separados ent...

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def make_cookies(self, response, request): """Return sequence of Cookie objects extracted from response object.""" # get cookie-attributes for RFC 2965 and Netscape protocols headers = response.info() rfc2965_hdrs = headers.get_all("Set-Cookie2", []) ns_hdrs = headers.get_all("Se...

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def set_pkg_file_name(self, doc, name): """Sets the package file name, if not already set. name - Any string. Raises CardinalityError if already has a file_name. Raises OrderError if no pacakge previously defined. """ self.assert_package_exists() if not self.packa...

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38.923077

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def app_restart(name, profile, **kwargs): """ Restart application. Executes ```cocaine-tool app pause``` and ```cocaine-tool app start``` sequentially. It can be used to quickly change application profile. """ ctx = Context(**kwargs) ctx.execute_action('app:restart', **{ 'node': ct...

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28.8

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def full_file_list(scan_path): """ Returns a list of all files in a folder and its subfolders (only files). """ file_list = [] path = os.path.abspath(scan_path) for root, dirs, files in os.walk(path): if len(files) != 0 and not '.svn' in root and not '.git' in root: for f in ...

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35.727273

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def _create_action(factory_self, action_model, resource_name, service_context, is_load=False): """ Creates a new method which makes a request to the underlying AWS service. """ # Create the action in in this closure but before the ``do_action`` # me...

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def convert(model, input_features, output_features): """Convert a _imputer model to the protobuf spec. Parameters ---------- model: Imputer A trained Imputer model. input_features: str Name of the input column. output_features: str Name of the output column. Retur...

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def _remember_videos(page, fetches, stitch_ups=None): ''' Saves info about videos captured by youtube-dl in `page.videos`. ''' if not 'videos' in page: page.videos = [] for fetch in fetches or []: content_type = fetch['response_headers'].get_content_type() if (content_type.st...

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def focusOutEvent(self, event): """Reimplement Qt method to send focus change notification""" self.focus_changed.emit() return super(ShellWidget, self).focusOutEvent(event)

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48.25

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def send(signal): """Send signal. The signal has a unique identifier that is computed from (1) the id of the actor or task sending this signal (i.e., the actor or task calling this function), and (2) an index that is incremented every time this source sends a signal. This index starts from 1. ...

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def patch_cluster_custom_object(self, group, version, plural, name, body, **kwargs): # noqa: E501 """patch_cluster_custom_object # noqa: E501 patch the specified cluster scoped custom object # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous...

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def before_request(self, func: Callable, name: AppOrBlueprintKey=None) -> Callable: """Add a before request function. This is designed to be used as a decorator. An example usage, .. code-block:: python @app.before_request def func(): ... Argum...

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def raise_expired_not_yet_valid(certificate): """ Raises a TLSVerificationError due to certificate being expired, or not yet being valid :param certificate: An asn1crypto.x509.Certificate object :raises: TLSVerificationError """ validity = certificate['tbs_certificate']['v...

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def from_text(text, origin = root): """Convert text into a Name object. @rtype: dns.name.Name object """ if not isinstance(text, str): if isinstance(text, unicode) and sys.hexversion >= 0x02030000: return from_unicode(text, origin) else: raise ValueError("input t...

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def demo(): """Outline basic demo.""" A = poisson((100, 100), format='csr') # 2D FD Poisson problem B = None # no near-null spaces guesses for SA b = sp.rand(A.shape[0], 1) # a random right-hand side # use AMG based on Smoothed Aggregation (SA) and display in...

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def parse_on_event(self, node): """ Parses <OnEvent> @param node: Node containing the <OnEvent> element @type node: xml.etree.Element """ try: port = node.lattrib['port'] except: self.raise_error('<OnEvent> must specify a port.') ...

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def pagination(self): """Return all page parameters as a dict. :return dict: a dict of pagination information To allow multiples strategies, all parameters starting with `page` will be included. e.g:: { "number": '25', "size": '150', } ...

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def finalize(self): """ Add title and modify axes to make the image ready for display. """ self.set_title( '{} Manifold (fit in {:0.2f} seconds)'.format( self._name, self.fit_time_.interval ) ) self.ax.set_xticklabels([]) se...

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def create(env_dir, system_site_packages=False, clear=False, symlinks=False, with_pip=False, prompt=None): """Create a virtual environment in a directory.""" builder = ExtendedEnvBuilder(system_site_packages=system_site_packages, clear=clear, symlinks=symlink...

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def format_num(num, unit='bytes'): """ Returns a human readable string of a byte-value. If 'num' is bits, set unit='bits'. """ if unit == 'bytes': extension = 'B' else: # if it's not bytes, it's bits extension = 'Bit' for dimension in (unit, 'K', 'M', 'G', 'T'): ...

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def set(self, oid, typevalue): """ Call the default or user setter function if available """ success = False type_ = typevalue.split()[0] value = typevalue.lstrip(type_).strip().strip('"') ret_value = self.get_setter(oid)(oid, type_, value) if ret_value: if ret_value in ErrorValues or ret_value == '...

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def subscribe(self, topic, qos): """Subscribe to some topic.""" if self.sock == NC.INVALID_SOCKET: return NC.ERR_NO_CONN self.logger.info("SUBSCRIBE: %s", topic) return self.send_subscribe(False, [(utf8encode(topic), qos)])

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def parse_entry(self, soup): """ Given: soup: a bs4 element containing a row from the current media list Return a tuple: (media object, dict of this row's parseable attributes) """ # parse the media object first. media_attrs = self.parse_entry_media_attributes(soup) medi...

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30.150943

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def check_config_options(_class, required_options, optional_options, options): """Helper method to check options. Arguments: _class -- the original class that takes received the options. required_options -- the options that are required. If they are not present, a Conf...

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def sigma_fltr(dem, n=3): """sigma * factor filter Useful for outlier removal These are min/max percentile ranges for different sigma values: 1: 15.865, 84.135 2: 2.275, 97.725 3: 0.135, 99.865 """ std = dem.std() u = dem.mean() print('Excluding values outside of range: {1:...

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def clone_data(self, data_path): """ Clones data for given data_path: :param str data_path: Git url (git/http/https) or local directory path """ self.data_path = data_path data_url = urlparse.urlparse(self.data_path) if data_url.scheme in SCHEMES or (data_url.sch...

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54.225

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def find_all(self, cls): """Required functionality.""" final_results = [] table = self.get_class_table(cls) for db_result in table.scan(): obj = cls.from_data(db_result['value']) final_results.append(obj) return final_results

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31.333333

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def _tup_and_byte(obj): """ wat """ # if this is a unicode string, return its string representation if isinstance(obj, unicode): return obj.encode('utf-8') # if this is a list of values, return list of byteified values if isinstance(obj, list): return [_tup_and_byte(item) for item i...

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def stage_pywbem_result(self, ret, exc): """ Log result return or exception parameter. This method provides varied type of formatting based on the detail_level parameter and the data in ret. """ def format_result(ret, max_len): """ format ret as repr while cli...

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41.415094

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def predict(self, n_periods=10, exogenous=None, return_conf_int=False, alpha=0.05, **kwargs): """Forecast future (transformed) values Generate predictions (forecasts) ``n_periods`` in the future. Note that if ``exogenous`` variables were used in the model fit, they will ...

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45.789474

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def new_autorow(self, row=None): """ Sets the auto-add row. If row=None, increments by 1 """ if row==None: self._auto_row += 1 else: self._auto_row = row self._auto_column=0 return self

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26.888889

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def orchestrate_high(data, test=None, queue=False, pillar=None, **kwargs): ''' Execute a single state orchestration routine .. versionadded:: 2015.5.0 CLI Example: .. code-block:: bash salt-run state.orchestrate_high '{ stage_one: {salt.state: [{tgt: "db*"}, {...

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30.676471

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def get_discrete_grid(self): """ Computes a Numpy array with the grid of points that results after crossing the possible outputs of the discrete variables """ sets_grid = [] for d in self.space: if d.type == 'discrete': sets_grid.extend([d.doma...

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39.3

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def get_match_history(start_at_match_id=None, player_name=None, hero_id=None, skill=0, date_min=None, date_max=None, account_id=None, league_id=None, matches_requested=None, game_mode=None, min_players=None, tournament_games_only=None, ...

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36.12

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def send_command(self, command: str, *args, **kwargs): """ For request bot to perform some action """ info = 'send command `%s` to bot. Args: %s | Kwargs: %s' self._messaging_logger.command.info(info, command, args, kwargs) command = command.encode('utf8') # targ...

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41.052632

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def __trim_outputspeech(self, speech_output=None): # type: (Union[str, None]) -> str """Trims the output speech if it already has the <speak></speak> tag. :param speech_output: the output speech sent back to user. :type speech_output: str :return: the trimmed output spee...

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36.5

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def _lex_fortran(self, match, ctx=None): """Lex a line just as free form fortran without line break.""" lexer = FortranLexer() text = match.group(0) + "\n" for index, token, value in lexer.get_tokens_unprocessed(text): value = value.replace('\n', '') if value != '...

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44.625

7.625

def predict(self, data, param_list=None, return_long_probs=True, choice_col=None, num_draws=None, seed=None): """ Parameters ---------- data : string or pandas dataframe. If string...

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51.298969

22.597938

def _mkanchors(ws, hs, x_ctr, y_ctr): """ Given a vector of widths (ws) and heights (hs) around a center (x_ctr, y_ctr), output a set of anchors (windows). """ ws = ws[:, np.newaxis] hs = hs[:, np.newaxis] anchors = np.hstack((x_ctr - 0.5 * (ws - 1), ...

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39.833333

11.5

def create( project: 'projects.Project', include_path: str ) -> COMPONENT: """ Creates a COMPONENT instance for the project component specified by the include path :param project: The project in which the component resides :param include_path: The relative path withi...

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29.075

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def list_sig_ok(self, signature: str): """ return if a signature is indeed a list and all objects are intact :param signature: :return: """ list_filename = self.get_list_filename(signature) if list_filename not in self.name_cache: return False ...

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36.076923

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def delete_editor(userid): """ :param userid: a string representing the user's UW NetID :return: True if request is successful, False otherwise. raise DataFailureException or a corresponding TrumbaException if the request failed or an error code has been returned. """ url = _make_del_account...

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39.166667

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def expect(self, f, *args): """Like 'accept' but throws a parse error if 'f' doesn't match.""" match = self.accept(f, *args) if match: return match try: func_name = f.func_name except AttributeError: func_name = "<unnamed grammar function>" ...

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34.133333

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def remove(self, func): """Remove any provisioned log sink if auto created""" if not self.data['name'].startswith(self.prefix): return parent = self.get_parent(self.get_log()) _, sink_path, _ = self.get_sink() client = self.session.client( 'logging', 'v2',...

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38.357143

12.285714

def _collect_conflicts_within( context, # type: ValidationContext conflicts, # type: List[Tuple[Tuple[str, str], List[Node], List[Node]]] cached_fields_and_fragment_names, # type: Dict[SelectionSet, Tuple[Dict[str, List[Tuple[Union[GraphQLInterfaceType, GraphQLObjectType, None], Field, GraphQLField]]], L...

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50.96875

23.40625