kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def _payload_to_dict(self): """When an error status the payload is holding an AsyncException that is converted to a serializable dict. """ if self.status != self.ERROR or not self.payload: return self.payload import traceback return { "error": se...	[ "def", "_payload_to_dict", "(", "self", ")", ":", "if", "self", ".", "status", "!=", "self", ".", "ERROR", "or", "not", "self", ".", "payload", ":", "return", "self", ".", "payload", "import", "traceback", "return", "{", "\"error\"", ":", "self", ".", ...	32.142857	16.571429
def update(self, stats, duration=3): """Display stats to stdout. Refresh every duration second. """ for plugin, attribute in self.plugins_list: # Check if the plugin exist and is enable if plugin in stats.getPluginsList() and \ ...	[ "def", "update", "(", "self", ",", "stats", ",", "duration", "=", "3", ")", ":", "for", "plugin", ",", "attribute", "in", "self", ".", "plugins_list", ":", "# Check if the plugin exist and is enable", "if", "plugin", "in", "stats", ".", "getPluginsList", "(", ...	37.607143	16.035714
def subspaces(self, expressions_list=None, dimensions=None, exclude=None, **kwargs): """Generate a Subspaces object, based on a custom list of expressions or all possible combinations based on dimension :param expressions_list: list of list of expressions, where the inner list defines the subsp...	[ "def", "subspaces", "(", "self", ",", "expressions_list", "=", "None", ",", "dimensions", "=", "None", ",", "exclude", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "dimensions", "is", "not", "None", ":", "expressions_list", "=", "list", "(", "...	57.297297	25.837838
def nn_allocmsg(size, type): "allocate a message" pointer = _nn_allocmsg(size, type) if pointer is None: return None return _create_message(pointer, size)	[ "def", "nn_allocmsg", "(", "size", ",", "type", ")", ":", "pointer", "=", "_nn_allocmsg", "(", "size", ",", "type", ")", "if", "pointer", "is", "None", ":", "return", "None", "return", "_create_message", "(", "pointer", ",", "size", ")" ]	28.833333	11.5
def orcid_uri_to_orcid(value): "Strip the uri schema from the start of ORCID URL strings" if value is None: return value replace_values = ['http://orcid.org/', 'https://orcid.org/'] for replace_value in replace_values: value = value.replace(replace_value, '') return value	[ "def", "orcid_uri_to_orcid", "(", "value", ")", ":", "if", "value", "is", "None", ":", "return", "value", "replace_values", "=", "[", "'http://orcid.org/'", ",", "'https://orcid.org/'", "]", "for", "replace_value", "in", "replace_values", ":", "value", "=", "val...	37.625	15.875
def run(engine, parameters, components_paths=None, requisite_components=None, visible_components=None): """ Starts the Application. :param engine: Engine. :type engine: QObject :param parameters: Command line parameters. :type parameters: tuple :param components_paths: Components components...	[ "def", "run", "(", "engine", ",", "parameters", ",", "components_paths", "=", "None", ",", "requisite_components", "=", "None", ",", "visible_components", "=", "None", ")", ":", "# Command line parameters handling.", "RuntimeGlobals", ".", "parameters", ",", "Runtim...	59.018405	35.165644
def reduce_vertex(self, name1, *names): """treat name1, name2, ... as same point. name2.alias, name3.alias, ... are merged with name1.alias the key name2, name3, ... in self.vertices are kept and mapped to same Vertex instance as name1 """ v = self.vertices[name1] ...	[ "def", "reduce_vertex", "(", "self", ",", "name1", ",", "*", "names", ")", ":", "v", "=", "self", ".", "vertices", "[", "name1", "]", "for", "n", "in", "names", ":", "w", "=", "self", ".", "vertices", "[", "n", "]", "v", ".", "alias", ".", "upd...	36.461538	11.846154
def create_prefetch(self, addresses): """Create futures needed before starting the process of reading the address's value from the merkle tree. Args: addresses (list of str): addresses in the txn's inputs that aren't in any base context (or any in the chain). ...	[ "def", "create_prefetch", "(", "self", ",", "addresses", ")", ":", "with", "self", ".", "_lock", ":", "for", "add", "in", "addresses", ":", "self", ".", "_state", "[", "add", "]", "=", "_ContextFuture", "(", "address", "=", "add", ",", "wait_for_tree", ...	38.846154	18.846154
def link_curves(args, kwargs): """ Links the input curves together. The end control point of the curve k has to be the same with the start control point of the curve k + 1. Keyword Arguments: ``tol``: tolerance value for checking equality. Default: 10e-8 * ``validate``: flag to enab...	[ "def", "link_curves", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "# Get keyword arguments", "tol", "=", "kwargs", ".", "get", "(", "'tol'", ",", "10e-8", ")", "validate", "=", "kwargs", ".", "get", "(", "'validate'", ",", "False", ")", "# Val...	36.830508	21.59322
def execute(cls, cmd, stdin_payload=None, kwargs): """Execute a command via subprocess.Popen and returns the stdio. :param string\|list cmd: A list or string representing the command to run. :param string stdin_payload: A string representing the stdin payload, if any, to send. :param kwargs: Additio...	[ "def", "execute", "(", "cls", ",", "cmd", ",", "stdin_payload", "=", "None", ",", "", "", "kwargs", ")", ":", "process", "=", "cls", ".", "open_process", "(", "cmd", "=", "cmd", ",", "stdin", "=", "subprocess", ".", "PIPE", ",", "stdout", "=", "s...	55.041667	27.333333
def current_position(self): """Return a tuple of (start, end).""" token = self.tokenizer.peek(0) if token: return token.start, token.end return self.tokenizer.position, self.tokenizer.position + 1	[ "def", "current_position", "(", "self", ")", ":", "token", "=", "self", ".", "tokenizer", ".", "peek", "(", "0", ")", "if", "token", ":", "return", "token", ".", "start", ",", "token", ".", "end", "return", "self", ".", "tokenizer", ".", "position", ...	33.571429	15.142857
def count_consonants(text): """Count number of occurrences of consonants in a given string""" count = 0 for i in text: if i.lower() in config.AVRO_CONSONANTS: count += 1 return count	[ "def", "count_consonants", "(", "text", ")", ":", "count", "=", "0", "for", "i", "in", "text", ":", "if", "i", ".", "lower", "(", ")", "in", "config", ".", "AVRO_CONSONANTS", ":", "count", "+=", "1", "return", "count" ]	30.285714	15.857143
def load_template_help(builtin): """Loads the help for a given template""" help_file = "templates/%s-help.yml" % builtin help_file = resource_filename(__name__, help_file) help_obj = {} if os.path.exists(help_file): help_data = yaml.safe_load(open(help_file)) if 'name' in help_data:...	[ "def", "load_template_help", "(", "builtin", ")", ":", "help_file", "=", "\"templates/%s-help.yml\"", "%", "builtin", "help_file", "=", "resource_filename", "(", "__name__", ",", "help_file", ")", "help_obj", "=", "{", "}", "if", "os", ".", "path", ".", "exist...	29.833333	16.888889
def _default_interface(self, route_output=None): """ :param route_output: For mocking actual output """ if not route_output: out, __, __ = exec_cmd('/sbin/ip route') lines = out.splitlines() else: lines = route_output.split("\n") for l...	[ "def", "_default_interface", "(", "self", ",", "route_output", "=", "None", ")", ":", "if", "not", "route_output", ":", "out", ",", "__", ",", "__", "=", "exec_cmd", "(", "'/sbin/ip route'", ")", "lines", "=", "out", ".", "splitlines", "(", ")", "else", ...	31.533333	11.666667
def expanding_stdize(obj, kwargs): """Standardize a pandas object column-wise on expanding window. kwargs -> passed to `obj.expanding` Example ------- df = pd.DataFrame(np.random.randn(10, 3)) print(expanding_stdize(df, min_periods=5)) 0 1 2 0 ...	[ "def", "expanding_stdize", "(", "obj", ",", "", "", "kwargs", ")", ":", "return", "(", "obj", "-", "obj", ".", "expanding", "(", "", "", "kwargs", ")", ".", "mean", "(", ")", ")", "/", "(", "obj", ".", "expanding", "(", "", "", "kwargs", ...	29.4	12.76
def parse_arguments(kwargs): """Function that parses PrettyPrinter arguments. Detects which aesthetics are mapped to which layers and collects user-provided values. Parameters ---------- kwargs: dict The keyword arguments to PrettyPrinter. Returns ------- dict, dict ...	[ "def", "parse_arguments", "(", "kwargs", ")", ":", "aesthetics", "=", "{", "}", "values", "=", "{", "}", "for", "aes", "in", "AESTHETICS", ":", "if", "aes", "in", "kwargs", ":", "aesthetics", "[", "aes", "]", "=", "kwargs", "[", "aes", "]", "val_name...	30.12	18.16
def create(cls, args, *kwargs) -> 'Entity': """Create a new record in the repository. Also performs unique validations before creating the entity :param args: positional arguments for the entity :param kwargs: keyword arguments for the entity """ logger.debug( ...	[ "def", "create", "(", "cls", ",", "", "args", ",", "", "*", "kwargs", ")", "->", "'Entity'", ":", "logger", ".", "debug", "(", "f'Creating new `{cls.__name__}` object using data {kwargs}'", ")", "model_cls", "=", "repo_factory", ".", "get_model", "(", "cls", ...	34.468085	19.787234
def merge(self, df: pd.DataFrame, on: str, how: str="outer", **kwargs): """ Set the main dataframe from the current dataframe and the passed dataframe :param df: the pandas dataframe to merge :type df: pd.DataFrame :param on: param for ``pd.merge`` :type on: str ...	[ "def", "merge", "(", "self", ",", "df", ":", "pd", ".", "DataFrame", ",", "on", ":", "str", ",", "how", ":", "str", "=", "\"outer\"", ",", "", "", "kwargs", ")", ":", "try", ":", "df", "=", "pd", ".", "merge", "(", "self", ".", "df", ",", ...	37.055556	17.388889
def receive_trial_result(self, parameter_id, parameters, value): """ Record an observation of the objective function. Parameters ---------- parameter_id : int parameters : dict value : dict/float if value is dict, it should have "default" key. """...	[ "def", "receive_trial_result", "(", "self", ",", "parameter_id", ",", "parameters", ",", "value", ")", ":", "reward", "=", "extract_scalar_reward", "(", "value", ")", "if", "parameter_id", "not", "in", "self", ".", "total_data", ":", "raise", "RuntimeError", "...	33.227273	19.727273
def _get_stack_info_for_trace( self, frames, library_frame_context_lines=None, in_app_frame_context_lines=None, with_locals=True, locals_processor_func=None, ): """If the stacktrace originates within the elasticapm module, it will skip frames until som...	[ "def", "_get_stack_info_for_trace", "(", "self", ",", "frames", ",", "library_frame_context_lines", "=", "None", ",", "in_app_frame_context_lines", "=", "None", ",", "with_locals", "=", "True", ",", "locals_processor_func", "=", "None", ",", ")", ":", "return", "l...	37.952381	15.52381
def _base_signup_form_class(): """ Currently, we inherit from the custom form, if any. This is all not very elegant, though it serves a purpose: - There are two signup forms: one for local accounts, and one for social accounts - Both share a common base (BaseSignupForm) - Given the above...	[ "def", "_base_signup_form_class", "(", ")", ":", "if", "not", "app_settings", ".", "SIGNUP_FORM_CLASS", ":", "return", "_DummyCustomSignupForm", "try", ":", "fc_module", ",", "fc_classname", "=", "app_settings", ".", "SIGNUP_FORM_CLASS", ".", "rsplit", "(", "'.'", ...	44.275	21.225
def list(self): """ Run the FTP LIST command, and update the state. """ logger.debug('Sending FTP list command.') self.state['file_list'] = [] self.state['dir_list'] = [] self.client.retrlines('LIST', self._process_list)	[ "def", "list", "(", "self", ")", ":", "logger", ".", "debug", "(", "'Sending FTP list command.'", ")", "self", ".", "state", "[", "'file_list'", "]", "=", "[", "]", "self", ".", "state", "[", "'dir_list'", "]", "=", "[", "]", "self", ".", "client", "...	34.125	9.875
def attribute(element, attribute, default=None): """ Returns the value of an attribute, or a default if it's not defined :param element: The XML Element object :type element: etree._Element :param attribute: The name of the attribute to evaluate :type attribute: basestring :param default...	[ "def", "attribute", "(", "element", ",", "attribute", ",", "default", "=", "None", ")", ":", "attribute_value", "=", "element", ".", "get", "(", "attribute", ")", "return", "attribute_value", "if", "attribute_value", "is", "not", "None", "else", "default" ]	35.214286	19.071429
def libvlc_vlm_set_enabled(p_instance, psz_name, b_enabled): '''Enable or disable a media (VOD or broadcast). @param p_instance: the instance. @param psz_name: the media to work on. @param b_enabled: the new status. @return: 0 on success, -1 on error. ''' f = _Cfunctions.get('libvlc_vlm_set_...	[ "def", "libvlc_vlm_set_enabled", "(", "p_instance", ",", "psz_name", ",", "b_enabled", ")", ":", "f", "=", "_Cfunctions", ".", "get", "(", "'libvlc_vlm_set_enabled'", ",", "None", ")", "or", "_Cfunction", "(", "'libvlc_vlm_set_enabled'", ",", "(", "(", "1", ",...	47.545455	15
def get_element_mass_dictionary(self): """ Determine the masses of elements in the package and return as a dictionary. :returns: Dictionary of element symbols and masses. [kg] """ element_symbols = self.material.elements element_masses = self.get_element_masses(...	[ "def", "get_element_mass_dictionary", "(", "self", ")", ":", "element_symbols", "=", "self", ".", "material", ".", "elements", "element_masses", "=", "self", ".", "get_element_masses", "(", ")", "return", "{", "s", ":", "m", "for", "s", ",", "m", "in", "zi...	31.833333	20.5
def apply_tag_sets(tag_sets, selection): """All servers match a list of tag sets. tag_sets is a list of dicts. The empty tag set {} matches any server, and may be provided at the end of the list as a fallback. So [{'a': 'value'}, {}] expresses a preference for servers tagged {'a': 'value'}, but acc...	[ "def", "apply_tag_sets", "(", "tag_sets", ",", "selection", ")", ":", "for", "tag_set", "in", "tag_sets", ":", "with_tag_set", "=", "apply_single_tag_set", "(", "tag_set", ",", "selection", ")", "if", "with_tag_set", ":", "return", "with_tag_set", "return", "sel...	38.133333	19
def get_destinations(cls, domain, source): """Retrieve forward information.""" forwards = cls.list(domain, {'items_per_page': 500}) for fwd in forwards: if fwd['source'] == source: return fwd['destinations'] return []	[ "def", "get_destinations", "(", "cls", ",", "domain", ",", "source", ")", ":", "forwards", "=", "cls", ".", "list", "(", "domain", ",", "{", "'items_per_page'", ":", "500", "}", ")", "for", "fwd", "in", "forwards", ":", "if", "fwd", "[", "'source'", ...	33.875	12.5
def savePattern(self): """Save internal RAM pattern to flash """ if ( self.dev == None ): return '' buf = [REPORT_ID, ord('W'), 0xBE, 0xEF, 0xCA, 0xFE, 0, 0, 0] return self.write(buf);	[ "def", "savePattern", "(", "self", ")", ":", "if", "(", "self", ".", "dev", "==", "None", ")", ":", "return", "''", "buf", "=", "[", "REPORT_ID", ",", "ord", "(", "'W'", ")", ",", "0xBE", ",", "0xEF", ",", "0xCA", ",", "0xFE", ",", "0", ",", ...	36.666667	9.5
def duplicate(self): ''' Returns a copy of the current Line, including its taxes and discounts @returns: Line. ''' instance = self.__class__(name=self.name, description=self.description, unit=self.unit, quantity=self.quantity, ...	[ "def", "duplicate", "(", "self", ")", ":", "instance", "=", "self", ".", "__class__", "(", "name", "=", "self", ".", "name", ",", "description", "=", "self", ".", "description", ",", "unit", "=", "self", ".", "unit", ",", "quantity", "=", "self", "."...	46.5	24.071429
def setInitialCenters(self, centers, weights): """ Set initial centers. Should be set before calling trainOn. """ self._model = StreamingKMeansModel(centers, weights) return self	[ "def", "setInitialCenters", "(", "self", ",", "centers", ",", "weights", ")", ":", "self", ".", "_model", "=", "StreamingKMeansModel", "(", "centers", ",", "weights", ")", "return", "self" ]	35.5	12.166667
def subproductPath(self, ext): """Makes a subproduct filename by appending 'ext' to the subproduct directory. Returns a (filename,fullpath) tuple.""" ext = ext.lstrip("-") basename = os.path.join(os.path.basename(self.dp.subproduct_dir()), ext) fullpath = os.path.join(self.dp.sub...	[ "def", "subproductPath", "(", "self", ",", "ext", ")", ":", "ext", "=", "ext", ".", "lstrip", "(", "\"-\"", ")", "basename", "=", "os", ".", "path", ".", "join", "(", "os", ".", "path", ".", "basename", "(", "self", ".", "dp", ".", "subproduct_dir"...	52.428571	12.857143
def doc_to_html(doc, doc_format="ROBOT"): """Convert documentation to HTML""" from robot.libdocpkg.htmlwriter import DocToHtml return DocToHtml(doc_format)(doc)	[ "def", "doc_to_html", "(", "doc", ",", "doc_format", "=", "\"ROBOT\"", ")", ":", "from", "robot", ".", "libdocpkg", ".", "htmlwriter", "import", "DocToHtml", "return", "DocToHtml", "(", "doc_format", ")", "(", "doc", ")" ]	42.25	4
def interruptible_sleep(t, event=None): """ Sleeps for a specified duration, optionally stopping early for event. Returns True if interrupted """ log.info("sleeping %s", t) if event is None: time.sleep(t) return False else: return not event.wait(t)	[ "def", "interruptible_sleep", "(", "t", ",", "event", "=", "None", ")", ":", "log", ".", "info", "(", "\"sleeping %s\"", ",", "t", ")", "if", "event", "is", "None", ":", "time", ".", "sleep", "(", "t", ")", "return", "False", "else", ":", "return", ...	22.307692	17.692308
def getTaskHelp(_Task): r"""Gets help on the given task member. """ Ret = [] for k in ['name', 'desc']: v = _Task.Config.get(k) if v is not None: Ret.append('%s: %s' % (k, v)) Args = _Task.Args if Args: Ret.append('\nArgs:') for argName, Arg in Args.items(): Ret.append(' %s...	[ "def", "getTaskHelp", "(", "_Task", ")", ":", "Ret", "=", "[", "]", "for", "k", "in", "[", "'name'", ",", "'desc'", "]", ":", "v", "=", "_Task", ".", "Config", ".", "get", "(", "k", ")", "if", "v", "is", "not", "None", ":", "Ret", ".", "appen...	18.409091	23.136364
def write(self, filename=None, io=None, coors=None, igs=None, out=None, float_format=None, **kwargs): """ Write mesh + optional results in `out` to a file. Parameters ---------- filename : str, optional The file name. If None, the mesh name is used inst...	[ "def", "write", "(", "self", ",", "filename", "=", "None", ",", "io", "=", "None", ",", "coors", "=", "None", ",", "igs", "=", "None", ",", "out", "=", "None", ",", "float_format", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "filename",...	36.454545	19.727273
def alert_policy_path(cls, project, alert_policy): """Return a fully-qualified alert_policy string.""" return google.api_core.path_template.expand( "projects/{project}/alertPolicies/{alert_policy}", project=project, alert_policy=alert_policy, )	[ "def", "alert_policy_path", "(", "cls", ",", "project", ",", "alert_policy", ")", ":", "return", "google", ".", "api_core", ".", "path_template", ".", "expand", "(", "\"projects/{project}/alertPolicies/{alert_policy}\"", ",", "project", "=", "project", ",", "alert_p...	42.571429	12.714286
def run(file, access_key, secret_key, **kwargs): """命令行运行huobitrade""" if file: import sys file_path, file_name = os.path.split(file) sys.path.append(file_path) strategy_module = importlib.import_module(os.path.splitext(file_name)[0]) init = getattr(strategy_module, 'init...	[ "def", "run", "(", "file", ",", "access_key", ",", "secret_key", ",", "", "", "kwargs", ")", ":", "if", "file", ":", "import", "sys", "file_path", ",", "file_name", "=", "os", ".", "path", ".", "split", "(", "file", ")", "sys", ".", "path", ".", ...	28.230769	19.098901
def get_chirp_params(mass1, mass2, spin1z, spin2z, f0, order, quadparam1=None, quadparam2=None, lambda1=None, lambda2=None): """ Take a set of masses and spins and convert to the various lambda coordinates that describe the orbital phase. Accepted PN orders are: ...	[ "def", "get_chirp_params", "(", "mass1", ",", "mass2", ",", "spin1z", ",", "spin2z", ",", "f0", ",", "order", ",", "quadparam1", "=", "None", ",", "quadparam2", "=", "None", ",", "lambda1", "=", "None", ",", "lambda2", "=", "None", ")", ":", "# Determi...	37.021739	17.108696
def register_date_conversion_handler(date_specifier_patterns): """Decorator for registering handlers that convert text dates to dates. Args: date_specifier_patterns (str): the date specifier (in regex pattern format) for which the handler is registered """ def _decorator(func): global ...	[ "def", "register_date_conversion_handler", "(", "date_specifier_patterns", ")", ":", "def", "_decorator", "(", "func", ")", ":", "global", "DATE_SPECIFIERS_CONVERSION_HANDLERS", "DATE_SPECIFIERS_CONVERSION_HANDLERS", "[", "DATE_SPECIFIERS_REGEXES", "[", "date_specifier_patterns",...	37.461538	29
def _get_hit_nearest_ref_start(self, hits): '''Returns the hit nearest to the start of the ref sequence from the input list of hits''' nearest_to_start = hits[0] for hit in hits[1:]: if hit.ref_coords().start < nearest_to_start.ref_coords().start: nearest_to_start = h...	[ "def", "_get_hit_nearest_ref_start", "(", "self", ",", "hits", ")", ":", "nearest_to_start", "=", "hits", "[", "0", "]", "for", "hit", "in", "hits", "[", "1", ":", "]", ":", "if", "hit", ".", "ref_coords", "(", ")", ".", "start", "<", "nearest_to_start...	49.714286	18
def get_publications(gene_names, save_json_name=None): """Return evidence publications for interaction between the given genes. Parameters ---------- gene_names : list[str] A list of gene names (HGNC symbols) to query interactions between. Currently supports exactly two genes only. ...	[ "def", "get_publications", "(", "gene_names", ",", "save_json_name", "=", "None", ")", ":", "if", "len", "(", "gene_names", ")", "!=", "2", ":", "logger", ".", "warning", "(", "'Other than 2 gene names given.'", ")", "return", "[", "]", "res_dict", "=", "_se...	36.387097	17.709677
def interface_temperature(Ts, Tatm, **kwargs): '''Compute temperature at model layer interfaces.''' # Actually it's not clear to me how the RRTM code uses these values lev = Tatm.domain.axes['lev'].points lev_bounds = Tatm.domain.axes['lev'].bounds # Interpolate to layer interfaces f = interp1...	[ "def", "interface_temperature", "(", "Ts", ",", "Tatm", ",", "", "", "kwargs", ")", ":", "# Actually it's not clear to me how the RRTM code uses these values", "lev", "=", "Tatm", ".", "domain", ".", "axes", "[", "'lev'", "]", ".", "points", "lev_bounds", "=", ...	48	16.166667
def coroutine( func: Callable[..., "Generator[Any, Any, _T]"] ) -> Callable[..., "Future[_T]"]: """Decorator for asynchronous generators. For compatibility with older versions of Python, coroutines may also "return" by raising the special exception `Return(value) <Return>`. Functions with this...	[ "def", "coroutine", "(", "func", ":", "Callable", "[", "...", ",", "\"Generator[Any, Any, _T]\"", "]", ")", "->", "Callable", "[", "...", ",", "\"Future[_T]\"", "]", ":", "@", "functools", ".", "wraps", "(", "func", ")", "def", "wrapper", "(", "*", "args...	43.722222	21.477778
def get_one_required(self, locator): """ Gets a required component reference that matches specified locator. :param locator: the locator to find a reference by. :return: a matching component reference. :raises: a [[ReferenceException]] when no references found. ""...	[ "def", "get_one_required", "(", "self", ",", "locator", ")", ":", "components", "=", "self", ".", "find", "(", "locator", ",", "True", ")", "return", "components", "[", "0", "]", "if", "len", "(", "components", ")", ">", "0", "else", "None" ]	34.833333	20.25
def to_camel_case(snake_case_name): """ Converts snake_cased_names to CamelCaseNames. :param snake_case_name: The name you'd like to convert from. :type snake_case_name: string :returns: A converted string :rtype: string """ bits = snake_case_name.split('_') return ''.join([bit.cap...	[ "def", "to_camel_case", "(", "snake_case_name", ")", ":", "bits", "=", "snake_case_name", ".", "split", "(", "'_'", ")", "return", "''", ".", "join", "(", "[", "bit", ".", "capitalize", "(", ")", "for", "bit", "in", "bits", "]", ")" ]	28	14.333333
def get_loadbalancer_members(self, datacenter_id, loadbalancer_id, depth=1): """ Retrieves the list of NICs that are associated with a load balancer. :param datacenter_id: The unique ID of the data center. :type datacenter_id: ``str`` ...	[ "def", "get_loadbalancer_members", "(", "self", ",", "datacenter_id", ",", "loadbalancer_id", ",", "depth", "=", "1", ")", ":", "response", "=", "self", ".", "_perform_request", "(", "'/datacenters/%s/loadbalancers/%s/balancednics?depth=%s'", "%", "(", "datacenter_id", ...	36	21.2
def get_reverse_index(self, base_index): """Get index into this segment's data given the index into the base data Raises IndexError if the base index doesn't map to anything in this segment's data """ r = self.reverse_index_mapping[base_index] if r < 0: raise...	[ "def", "get_reverse_index", "(", "self", ",", "base_index", ")", ":", "r", "=", "self", ".", "reverse_index_mapping", "[", "base_index", "]", "if", "r", "<", "0", ":", "raise", "IndexError", "(", "\"index %d not mapped in this segment\"", "%", "base_index", ")",...	39.1	19
def secant2(value_and_gradients_function, val_0, search_interval, f_lim, sufficient_decrease_param=0.1, curvature_param=0.9, name=None): """Performs the secant square procedure of Hager Zhang. Given an interval that brackets a root, this proce...	[ "def", "secant2", "(", "value_and_gradients_function", ",", "val_0", ",", "search_interval", ",", "f_lim", ",", "sufficient_decrease_param", "=", "0.1", ",", "curvature_param", "=", "0.9", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "compat", ".", ...	49.104348	23.93913
def load_cufflinks(self, filter_ok=True): """ Load a Cufflinks gene expression data for a cohort Parameters ---------- filter_ok : bool, optional If true, filter Cufflinks data to row with FPKM_status == "OK" Returns ------- cufflinks_data : ...	[ "def", "load_cufflinks", "(", "self", ",", "filter_ok", "=", "True", ")", ":", "return", "pd", ".", "concat", "(", "[", "self", ".", "_load_single_patient_cufflinks", "(", "patient", ",", "filter_ok", ")", "for", "patient", "in", "self", "]", ",", "copy", ...	33.3	22.9
def make_back_matter(self): """ The <back> element may have 0 or 1 <label> elements and 0 or 1 <title> elements. Then it may have any combination of the following: <ack>, <app-group>, <bio>, <fn-group>, <glossary>, <ref-list>, <notes>, and <sec>. <sec> is employed here as a catch...	[ "def", "make_back_matter", "(", "self", ")", ":", "#Back is technically metadata content that needs to be interpreted to", "#presentable content", "body", "=", "self", ".", "main", ".", "getroot", "(", ")", ".", "find", "(", "'body'", ")", "if", "self", ".", "articl...	46.722222	23.055556
def _encrypt(cipher, key, data, iv, padding): """ Encrypts plaintext :param cipher: A unicode string of "aes", "des", "tripledes_2key", "tripledes_3key", "rc2", "rc4" :param key: The encryption key - a byte string 5-16 bytes long :param data: The plaintext - a byte...	[ "def", "_encrypt", "(", "cipher", ",", "key", ",", "data", ",", "iv", ",", "padding", ")", ":", "if", "not", "isinstance", "(", "key", ",", "byte_cls", ")", ":", "raise", "TypeError", "(", "pretty_message", "(", "'''\n key must be a byte string, not...	26.779661	21.559322
def filter(configs, settings): """Main entry function to filtering configuration types Parameters ---------- configs: Nx4 array array containing A-B-M-N configurations settings: dict 'only_types': ['dd', 'other'], # filter only for those types Returns ------- dict ...	[ "def", "filter", "(", "configs", ",", "settings", ")", ":", "if", "isinstance", "(", "configs", ",", "pd", ".", "DataFrame", ")", ":", "configs", "=", "configs", "[", "[", "'a'", ",", "'b'", ",", "'m'", ",", "'n'", "]", "]", ".", "values", "# assig...	30.14	21.66
def is_able_to_convert_detailed(self, strict: bool, from_type: Type[Any], to_type: Type[Any]): """ Overrides the parent method to delegate left check to the first (left) converter of the chain and right check to the last (right) converter of the chain. This includes custom checking if they have ...	[ "def", "is_able_to_convert_detailed", "(", "self", ",", "strict", ":", "bool", ",", "from_type", ":", "Type", "[", "Any", "]", ",", "to_type", ":", "Type", "[", "Any", "]", ")", ":", "# check if first and last converters are happy", "if", "not", "self", ".", ...	52.315789	31.052632
def human_uuid(): """Returns a good UUID for using as a human readable string.""" return base64.b32encode( hashlib.sha1(uuid.uuid4().bytes).digest()).lower().strip('=')	[ "def", "human_uuid", "(", ")", ":", "return", "base64", ".", "b32encode", "(", "hashlib", ".", "sha1", "(", "uuid", ".", "uuid4", "(", ")", ".", "bytes", ")", ".", "digest", "(", ")", ")", ".", "lower", "(", ")", ".", "strip", "(", "'='", ")" ]	45.25	16
def to_pandas(self): """Return a Pandas dataframe of the minimum spanning tree. Each row is an edge in the tree; the columns are `from`, `to`, and `distance` giving the two vertices of the edge which are indices into the dataset, and the distance between those datapoints. ...	[ "def", "to_pandas", "(", "self", ")", ":", "try", ":", "from", "pandas", "import", "DataFrame", "except", "ImportError", ":", "raise", "ImportError", "(", "'You must have pandas installed to export pandas DataFrames'", ")", "result", "=", "DataFrame", "(", "{", "'fr...	40.529412	20.352941
def _set_init_system(self, client): """Determine the init system of distribution.""" if not self.init_system: try: out = ipa_utils.execute_ssh_command( client, 'ps -p 1 -o comm=' ) except Exception as e: ...	[ "def", "_set_init_system", "(", "self", ",", "client", ")", ":", "if", "not", "self", ".", "init_system", ":", "try", ":", "out", "=", "ipa_utils", ".", "execute_ssh_command", "(", "client", ",", "'ps -p 1 -o comm='", ")", "except", "Exception", "as", "e", ...	35.933333	11.533333
def update_cache_for_instance( model_name, instance_pk, instance=None, version=None): """Update the cache for an instance, with cascading updates.""" cache = SampleCache() invalid = cache.update_instance(model_name, instance_pk, instance, version) for invalid_name, invalid_pk, invalid_version in...	[ "def", "update_cache_for_instance", "(", "model_name", ",", "instance_pk", ",", "instance", "=", "None", ",", "version", "=", "None", ")", ":", "cache", "=", "SampleCache", "(", ")", "invalid", "=", "cache", ".", "update_instance", "(", "model_name", ",", "i...	53.25	16.125
def get_chunk_information(self, chk, lun, chunk_name): """Get chunk information""" cmd = ["nvm_cmd rprt_lun", self.envs, "%d %d > %s" % (chk, lun, chunk_name)] status, _, _ = cij.ssh.command(cmd, shell=True) return status	[ "def", "get_chunk_information", "(", "self", ",", "chk", ",", "lun", ",", "chunk_name", ")", ":", "cmd", "=", "[", "\"nvm_cmd rprt_lun\"", ",", "self", ".", "envs", ",", "\"%d %d > %s\"", "%", "(", "chk", ",", "lun", ",", "chunk_name", ")", "]", "status"...	44.666667	11.666667
def to_labeled_point(sc, features, labels, categorical=False): """Convert numpy arrays of features and labels into a LabeledPoint RDD for MLlib and ML integration. :param sc: Spark context :param features: numpy array with features :param labels: numpy array with labels :param categorical: bool...	[ "def", "to_labeled_point", "(", "sc", ",", "features", ",", "labels", ",", "categorical", "=", "False", ")", ":", "labeled_points", "=", "[", "]", "for", "x", ",", "y", "in", "zip", "(", "features", ",", "labels", ")", ":", "if", "categorical", ":", ...	39	13.555556
def find(self, key): "Exact matching (returns value)" index = self.follow_bytes(key, self.ROOT) if index is None: return -1 if not self.has_value(index): return -1 return self.value(index)	[ "def", "find", "(", "self", ",", "key", ")", ":", "index", "=", "self", ".", "follow_bytes", "(", "key", ",", "self", ".", "ROOT", ")", "if", "index", "is", "None", ":", "return", "-", "1", "if", "not", "self", ".", "has_value", "(", "index", ")"...	30.625	11.625
def clone(client): '''Clone the redis client to be slowlog-compatible''' kwargs = client.redis.connection_pool.connection_kwargs kwargs['parser_class'] = redis.connection.PythonParser pool = redis.connection.ConnectionPool(**kwargs) return redis.Redis(connection_pool=pool)	[ "def", "clone", "(", "client", ")", ":", "kwargs", "=", "client", ".", "redis", ".", "connection_pool", ".", "connection_kwargs", "kwargs", "[", "'parser_class'", "]", "=", "redis", ".", "connection", ".", "PythonParser", "pool", "=", "redis", ".", "connecti...	51.333333	18.666667
def close_list(ctx, root): """Close already opened list if needed. This will try to see if it is needed to close already opened list. :Args: - ctx (:class:`Context`): Context object - root (Element): lxml element representing current position. :Returns: lxml element where future co...	[ "def", "close_list", "(", "ctx", ",", "root", ")", ":", "try", ":", "n", "=", "len", "(", "ctx", ".", "in_list", ")", "if", "n", "<=", "0", ":", "return", "root", "elem", "=", "root", "while", "n", ">", "0", ":", "while", "True", ":", "if", "...	21.342857	24.314286
def start_accepting_passive_svc_checks(self): """Enable passive service check submission (globally) Format of the line that triggers function call:: START_ACCEPTING_PASSIVE_SVC_CHECKS :return: None """ # todo: #783 create a dedicated brok for global parameters i...	[ "def", "start_accepting_passive_svc_checks", "(", "self", ")", ":", "# todo: #783 create a dedicated brok for global parameters", "if", "not", "self", ".", "my_conf", ".", "accept_passive_service_checks", ":", "self", ".", "my_conf", ".", "modified_attributes", "\|=", "DICT_...	43.857143	18.571429
def lowstate_file_refs(chunks, extras=''): ''' Create a list of file ref objects to reconcile ''' refs = {} for chunk in chunks: if not isinstance(chunk, dict): continue saltenv = 'base' crefs = [] for state in chunk: if state == '__env__': ...	[ "def", "lowstate_file_refs", "(", "chunks", ",", "extras", "=", "''", ")", ":", "refs", "=", "{", "}", "for", "chunk", "in", "chunks", ":", "if", "not", "isinstance", "(", "chunk", ",", "dict", ")", ":", "continue", "saltenv", "=", "'base'", "crefs", ...	28.407407	13.222222
def _ProcessLockAcquired(self): """Context manager for process locks with timeout.""" try: is_locked = self._process_lock.acquire(timeout=self._lock_timeout) yield is_locked finally: if is_locked: self._process_lock.release()	[ "def", "_ProcessLockAcquired", "(", "self", ")", ":", "try", ":", "is_locked", "=", "self", ".", "_process_lock", ".", "acquire", "(", "timeout", "=", "self", ".", "_lock_timeout", ")", "yield", "is_locked", "finally", ":", "if", "is_locked", ":", "self", ...	36.75	16.375
def _field_value_html(self, field): """Return the html representation of the value of the given field""" if field in self.fields: return unicode(self.get(field)) else: return self.get_timemachine_instance(field)._object_name_html()	[ "def", "_field_value_html", "(", "self", ",", "field", ")", ":", "if", "field", "in", "self", ".", "fields", ":", "return", "unicode", "(", "self", ".", "get", "(", "field", ")", ")", "else", ":", "return", "self", ".", "get_timemachine_instance", "(", ...	45.666667	13
def expr_str(expr, sc_expr_str_fn=standard_sc_expr_str): """ Returns the string representation of the expression 'expr', as in a Kconfig file. Passing subexpressions of expressions to this function works as expected. sc_expr_str_fn (default: standard_sc_expr_str): This function is called for...	[ "def", "expr_str", "(", "expr", ",", "sc_expr_str_fn", "=", "standard_sc_expr_str", ")", ":", "if", "expr", ".", "__class__", "is", "not", "tuple", ":", "return", "sc_expr_str_fn", "(", "expr", ")", "if", "expr", "[", "0", "]", "is", "AND", ":", "return"...	40.52381	26.47619
def _configure(configuration_details): """Adds alias to shell config.""" path = Path(configuration_details.path).expanduser() with path.open('a') as shell_config: shell_config.write(u'\n') shell_config.write(configuration_details.content) shell_config.write(u'\n')	[ "def", "_configure", "(", "configuration_details", ")", ":", "path", "=", "Path", "(", "configuration_details", ".", "path", ")", ".", "expanduser", "(", ")", "with", "path", ".", "open", "(", "'a'", ")", "as", "shell_config", ":", "shell_config", ".", "wr...	42	7
def get_return_line_item_by_id(cls, return_line_item_id, **kwargs): """Find ReturnLineItem Return single instance of ReturnLineItem by its ID. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.g...	[ "def", "get_return_line_item_by_id", "(", "cls", ",", "return_line_item_id", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "return", "cls", ".", "_get_ret...	45.761905	23.238095
def tokenize_arabic_words(text): """ Tokenize text into words @param text: the input text. @type text: unicode. @return: list of words. @rtype: list. """ specific_tokens = [] if not text: return specific_tokens else: specific_tokens = araby.to...	[ "def", "tokenize_arabic_words", "(", "text", ")", ":", "specific_tokens", "=", "[", "]", "if", "not", "text", ":", "return", "specific_tokens", "else", ":", "specific_tokens", "=", "araby", ".", "tokenize", "(", "text", ")", "return", "specific_tokens" ]	23.266667	13.133333
def transpose(self, dims): """Return a new Dataset object with all array dimensions transposed. Although the order of dimensions on each array will change, the dataset dimensions themselves will remain in fixed (sorted) order. Parameters ---------- dims : str, optiona...	[ "def", "transpose", "(", "self", ",", "*", "dims", ")", ":", "if", "dims", ":", "if", "set", "(", "dims", ")", "^", "set", "(", "self", ".", "dims", ")", ":", "raise", "ValueError", "(", "'arguments to transpose (%s) must be '", "'permuted dataset dimensions...	35.564103	22.307692
def calculateRange(self, values): """ Calculates the range of values for this axis based on the dataset value amount. :param values \| [<variant>, ..] """ vals = filter(lambda x: x is not None, values) try: min_val = min...	[ "def", "calculateRange", "(", "self", ",", "values", ")", ":", "vals", "=", "filter", "(", "lambda", "x", ":", "x", "is", "not", "None", ",", "values", ")", "try", ":", "min_val", "=", "min", "(", "min", "(", "vals", ")", ",", "0", ")", "except",...	31.307692	17.846154
def get_zonefile_instance(new_instance=False): """ This is a convenience function which provides a :class:`ZoneInfoFile` instance using the data provided by the ``dateutil`` package. By default, it caches a single instance of the ZoneInfoFile object and returns that. :param new_instance: If...	[ "def", "get_zonefile_instance", "(", "new_instance", "=", "False", ")", ":", "if", "new_instance", ":", "zif", "=", "None", "else", ":", "zif", "=", "getattr", "(", "get_zonefile_instance", ",", "'_cached_instance'", ",", "None", ")", "if", "zif", "is", "Non...	31.296296	24.925926
def sync_label_shape(self, it, verbose=False): """Synchronize label shape with the input iterator. This is useful when train/validation iterators have different label padding. Parameters ---------- it : ImageDetIter The other iterator to synchronize verbose :...	[ "def", "sync_label_shape", "(", "self", ",", "it", ",", "verbose", "=", "False", ")", ":", "assert", "isinstance", "(", "it", ",", "ImageDetIter", ")", ",", "'Synchronize with invalid iterator.'", "train_label_shape", "=", "self", ".", "label_shape", "val_label_sh...	40.357143	22.452381
def simBirth(self,which_agents): ''' Makes new consumers for the given indices. Initialized variables include aNrm and pLvl, as well as time variables t_age and t_cycle. Normalized assets and permanent income levels are drawn from lognormal distributions given by aNrmInitMean and aNrmI...	[ "def", "simBirth", "(", "self", ",", "which_agents", ")", ":", "IndShockConsumerType", ".", "simBirth", "(", "self", ",", "which_agents", ")", "if", "hasattr", "(", "self", ",", "'aLvlNow'", ")", ":", "self", ".", "aLvlNow", "[", "which_agents", "]", "=", ...	39.8	30.1
def git_tag_list(pattern=None): """ Return a list of all the tags in the git repo matching a regex passed in `pattern`. If `pattern` is None, return all the tags. """ with chdir(get_root()): result = run_command('git tag', capture=True).stdout result = result.splitlines() if not...	[ "def", "git_tag_list", "(", "pattern", "=", "None", ")", ":", "with", "chdir", "(", "get_root", "(", ")", ")", ":", "result", "=", "run_command", "(", "'git tag'", ",", "capture", "=", "True", ")", ".", "stdout", "result", "=", "result", ".", "splitlin...	29.785714	16.642857
def get_gewest_by_id(self, id): ''' Get a `gewest` by id. :param integer id: The id of a `gewest`. :rtype: A :class:`Gewest`. ''' def creator(): nl = crab_gateway_request( self.client, 'GetGewestByGewestIdAndTaalCode', id, 'nl' ) ...	[ "def", "get_gewest_by_id", "(", "self", ",", "id", ")", ":", "def", "creator", "(", ")", ":", "nl", "=", "crab_gateway_request", "(", "self", ".", "client", ",", "'GetGewestByGewestIdAndTaalCode'", ",", "id", ",", "'nl'", ")", "fr", "=", "crab_gateway_reques...	34.055556	16.611111
def coarseMaximum(arr, shape): ''' return an array of [shape] where every cell equals the localised maximum of the given array [arr] at the same (scalled) position ''' ss0, ss1 = shape s0, s1 = arr.shape pos0 = linspace2(0, s0, ss0, dtype=int) pos1 = linspace2(0, s1, ss1, ...	[ "def", "coarseMaximum", "(", "arr", ",", "shape", ")", ":", "ss0", ",", "ss1", "=", "shape", "s0", ",", "s1", "=", "arr", ".", "shape", "pos0", "=", "linspace2", "(", "0", ",", "s0", ",", "ss0", ",", "dtype", "=", "int", ")", "pos1", "=", "lins...	25.777778	20.444444
def generate(env): """Add Builders and construction variables for gfortran to an Environment.""" fortran.generate(env) for dialect in ['F77', 'F90', 'FORTRAN', 'F95', 'F03', 'F08']: env['%s' % dialect] = 'gfortran' env['SH%s' % dialect] = '$%s' % dialect if env['PLATFORM'] in ['...	[ "def", "generate", "(", "env", ")", ":", "fortran", ".", "generate", "(", "env", ")", "for", "dialect", "in", "[", "'F77'", ",", "'F90'", ",", "'FORTRAN'", ",", "'F95'", ",", "'F03'", ",", "'F08'", "]", ":", "env", "[", "'%s'", "%", "dialect", "]",...	39.4	18.333333
def _add_parameterized_validator_internal(param_validator, base_tag): "with builtin tag prefixing" add_parameterized_validator(param_validator, base_tag, tag_prefix=u'!~~%s(' % param_validator.__name__)	[ "def", "_add_parameterized_validator_internal", "(", "param_validator", ",", "base_tag", ")", ":", "add_parameterized_validator", "(", "param_validator", ",", "base_tag", ",", "tag_prefix", "=", "u'!~~%s('", "%", "param_validator", ".", "__name__", ")" ]	69.333333	34.666667
def _check_public_functions(self, primary_header, all_headers): """Verify all the public functions are also declared in a header file.""" public_symbols = {} declared_only_symbols = {} if primary_header: for name, symbol in primary_header.public_symbols.items(): ...	[ "def", "_check_public_functions", "(", "self", ",", "primary_header", ",", "all_headers", ")", ":", "public_symbols", "=", "{", "}", "declared_only_symbols", "=", "{", "}", "if", "primary_header", ":", "for", "name", ",", "symbol", "in", "primary_header", ".", ...	46.425	18.775
def prox_max_entropy(X, step, gamma=1): """Proximal operator for maximum entropy regularization. g(x) = gamma \sum_i x_i ln(x_i) has the analytical solution of gamma W(1/gamma exp((X-gamma)/gamma)), where W is the Lambert W function. """ from scipy.special import lambertw gamma_ = _step_ga...	[ "def", "prox_max_entropy", "(", "X", ",", "step", ",", "gamma", "=", "1", ")", ":", "from", "scipy", ".", "special", "import", "lambertw", "gamma_", "=", "_step_gamma", "(", "step", ",", "gamma", ")", "# minimize entropy: return gamma_ * np.real(lambertw(np.exp((X...	38	20.357143
def from_representation(self, data): """Convert representation value to ``bool`` if it has expected form.""" if data in self._TRUE_VALUES: return True elif data in self._FALSE_VALUES: return False else: raise ValueError( "{type} type va...	[ "def", "from_representation", "(", "self", ",", "data", ")", ":", "if", "data", "in", "self", ".", "_TRUE_VALUES", ":", "return", "True", "elif", "data", "in", "self", ".", "_FALSE_VALUES", ":", "return", "False", "else", ":", "raise", "ValueError", "(", ...	37.153846	14.615385
def use_in(ContentHandler): """ Modify ContentHandler, a sub-class of pycbc_glue.ligolw.LIGOLWContentHandler, to cause it to use the Array and ArrayStream classes defined in this module when parsing XML documents. Example: >>> from pycbc_glue.ligolw import ligolw >>> class MyContentHandler(ligolw.LIGOLWConten...	[ "def", "use_in", "(", "ContentHandler", ")", ":", "def", "startStream", "(", "self", ",", "parent", ",", "attrs", ",", "__orig_startStream", "=", "ContentHandler", ".", "startStream", ")", ":", "if", "parent", ".", "tagName", "==", "ligolw", ".", "Array", ...	28.535714	19.25
def _pull_out_unaffected_blocks_rhs(rest, rhs, out_port, in_port): """Similar to :func:`_pull_out_unaffected_blocks_lhs` but on the RHS of a series product self-feedback. """ _, block_index = rhs.index_in_block(in_port) rest = tuple(rest) bs = rhs.block_structure (nbefore, nblock, nafter) = ...	[ "def", "_pull_out_unaffected_blocks_rhs", "(", "rest", ",", "rhs", ",", "out_port", ",", "in_port", ")", ":", "_", ",", "block_index", "=", "rhs", ".", "index_in_block", "(", "in_port", ")", "rest", "=", "tuple", "(", "rest", ")", "bs", "=", "rhs", ".", ...	51.095238	16.714286
def _TableFactory(tag, stream, offset, length): """ Return an instance of \|Table\| appropriate to tag, loaded from font_file with content of length starting at offset. """ TableClass = { 'head': _HeadTable, 'name': _NameTable, }.get(tag, _BaseTable) return TableClass(t...	[ "def", "_TableFactory", "(", "tag", ",", "stream", ",", "offset", ",", "length", ")", ":", "TableClass", "=", "{", "'head'", ":", "_HeadTable", ",", "'name'", ":", "_NameTable", ",", "}", ".", "get", "(", "tag", ",", "_BaseTable", ")", "return", "Table...	33.8	12.8
def Plot_Impact_PolProjPoly(lS, Leg="", ax=None, Ang='theta', AngUnit='rad', Sketch=True, dP=None, dLeg=_def.TorLegd, draw=True, fs=None, wintit=None, tit=None, Test=True): """ Plotting the toroidal projection of a Ves instance ...	[ "def", "Plot_Impact_PolProjPoly", "(", "lS", ",", "Leg", "=", "\"\"", ",", "ax", "=", "None", ",", "Ang", "=", "'theta'", ",", "AngUnit", "=", "'rad'", ",", "Sketch", "=", "True", ",", "dP", "=", "None", ",", "dLeg", "=", "_def", ".", "TorLegd", ",...	38.045455	23.465909
def _parse_gcs_uri(self, raw_uri): """Return a valid docker_path for a GCS bucket.""" # Assume URI is a directory path. raw_uri = directory_fmt(raw_uri) _, docker_path = _gcs_uri_rewriter(raw_uri) docker_uri = os.path.join(self._relative_path, docker_path) return docker_uri	[ "def", "_parse_gcs_uri", "(", "self", ",", "raw_uri", ")", ":", "# Assume URI is a directory path.", "raw_uri", "=", "directory_fmt", "(", "raw_uri", ")", "_", ",", "docker_path", "=", "_gcs_uri_rewriter", "(", "raw_uri", ")", "docker_uri", "=", "os", ".", "path...	41.714286	8.857143
def get_netconf_client_capabilities_input_session_id(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_netconf_client_capabilities = ET.Element("get_netconf_client_capabilities") config = get_netconf_client_capabilities input = ET.SubElement(ge...	[ "def", "get_netconf_client_capabilities_input_session_id", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "get_netconf_client_capabilities", "=", "ET", ".", "Element", "(", "\"get_netconf_client_capabilitie...	45.5	17.416667
def read_gsc_sfr(self): """Read the gain-scaling-coefficient and sample flow rate. :returns: dictionary containing GSC and SFR """ config = [] data = {} # Send the command byte and sleep for 10 ms self.cnxn.xfer([0x33]) sleep(10e-3) # Read t...	[ "def", "read_gsc_sfr", "(", "self", ")", ":", "config", "=", "[", "]", "data", "=", "{", "}", "# Send the command byte and sleep for 10 ms", "self", ".", "cnxn", ".", "xfer", "(", "[", "0x33", "]", ")", "sleep", "(", "10e-3", ")", "# Read the config variable...	27.857143	19.52381
def _getattrs(self, obj, *attrs): """ Return dictionary of given attrs on given object, if they exist, processing through _filter_value(). """ filtered_attrs = {} for attr in attrs: if hasattr(obj, attr): filtered_attrs[attr] = obj_to_string( ...	[ "def", "_getattrs", "(", "self", ",", "obj", ",", "*", "attrs", ")", ":", "filtered_attrs", "=", "{", "}", "for", "attr", "in", "attrs", ":", "if", "hasattr", "(", "obj", ",", "attr", ")", ":", "filtered_attrs", "[", "attr", "]", "=", "obj_to_string"...	37.909091	9.636364
def _special_value_rows(em): ''' _special_value_rows - Handle "rows" special attribute, which differs if tagName is a textarea or frameset ''' if em.tagName == 'textarea': return convertToIntRange(em.getAttribute('rows', 2), minValue=1, maxValue=None, invalidDefault=2) else: # fr...	[ "def", "_special_value_rows", "(", "em", ")", ":", "if", "em", ".", "tagName", "==", "'textarea'", ":", "return", "convertToIntRange", "(", "em", ".", "getAttribute", "(", "'rows'", ",", "2", ")", ",", "minValue", "=", "1", ",", "maxValue", "=", "None", ...	40.111111	31
def file_reader(self): """Generator process to read file""" self.update_config() path = self.config['path'] # open file to get dimensions with self.subprocess( ['ffmpeg', '-v', 'info', '-y', '-an', '-vn', '-i', path, '-'], stdout=subprocess.PIPE, s...	[ "def", "file_reader", "(", "self", ")", ":", "self", ".", "update_config", "(", ")", "path", "=", "self", ".", "config", "[", "'path'", "]", "# open file to get dimensions", "with", "self", ".", "subprocess", "(", "[", "'ffmpeg'", ",", "'-v'", ",", "'info'...	46.12069	15.948276
def login_required(view_function): """ This decorator ensures that the current user is logged in. Example:: @route('/member_page') @login_required def member_page(): # User must be logged in ... If USER_ENABLE_EMAIL is True and USER_ENABLE_CONFIRM_EMAIL is True, t...	[ "def", "login_required", "(", "view_function", ")", ":", "@", "wraps", "(", "view_function", ")", "# Tells debuggers that is is a function wrapper", "def", "decorator", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "user_manager", "=", "current_app", ".", ...	34.677419	21.032258
def on_download_to_activated(self, menu_item): '''下载文件/目录到指定的文件夹里.''' tree_paths = self.iconview.get_selected_items() if not tree_paths: return dialog = Gtk.FileChooserDialog(_('Save to...'), self.app.window, Gtk.FileChooserAction.SELECT_FOLDER, ...	[ "def", "on_download_to_activated", "(", "self", ",", "menu_item", ")", ":", "tree_paths", "=", "self", ".", "iconview", ".", "get_selected_items", "(", ")", "if", "not", "tree_paths", ":", "return", "dialog", "=", "Gtk", ".", "FileChooserDialog", "(", "_", "...	38.3	16.9
def _full_axis_reduce_along_select_indices(self, func, axis, index): """Reduce Manger along select indices using function that needs full axis. Args: func: Callable that reduces the dimension of the object and requires full knowledge of the entire axis. axis: 0 f...	[ "def", "_full_axis_reduce_along_select_indices", "(", "self", ",", "func", ",", "axis", ",", "index", ")", ":", "# Convert indices to numeric indices", "old_index", "=", "self", ".", "index", "if", "axis", "else", "self", ".", "columns", "numeric_indices", "=", "[...	44.105263	22.578947
def tenant_forgot_password_login(self, data, tenant_id=None, api_version="v2.0"): """ Forgot password API Parameters:: - data: Dictionary containing data to POST as JSON - tenant_id: Tenant ID - api_version: API version to use (default v2.0) ...	[ "def", "tenant_forgot_password_login", "(", "self", ",", "data", ",", "tenant_id", "=", "None", ",", "api_version", "=", "\"v2.0\"", ")", ":", "if", "tenant_id", "is", "None", "and", "self", ".", "_parent_class", ".", "tenant_id", ":", "# Pull tenant_id from par...	41.538462	25.846154
def check_unused(intersection, duplicates, intersections): """Check if a "valid" ``intersection`` is already in ``intersections``. This assumes that * ``intersection`` will have at least one of ``s == 0.0`` or ``t == 0.0`` * At least one of the intersections in ``intersections`` is classified as ...	[ "def", "check_unused", "(", "intersection", ",", "duplicates", ",", "intersections", ")", ":", "for", "other", "in", "intersections", ":", "if", "(", "other", ".", "interior_curve", "==", "UNUSED_T", "and", "intersection", ".", "index_first", "==", "other", "....	35.575758	22.606061
def prepare_url_list(urlresolver, namespace_path='', namespace=''): """ returns list of tuples [(<url_name>, <url_patern_tuple> ), ...] """ exclude_ns = getattr(settings, 'JS_REVERSE_EXCLUDE_NAMESPACES', JS_EXCLUDE_NAMESPACES) include_only_ns = getattr(settings, 'JS_REVERSE_INCLUDE_ONLY_NAMESPACES',...	[ "def", "prepare_url_list", "(", "urlresolver", ",", "namespace_path", "=", "''", ",", "namespace", "=", "''", ")", ":", "exclude_ns", "=", "getattr", "(", "settings", ",", "'JS_REVERSE_EXCLUDE_NAMESPACES'", ",", "JS_EXCLUDE_NAMESPACES", ")", "include_only_ns", "=", ...	41.157143	23.985714
def select_multi_directory_dialog(): """ Opens a directory selection dialog Style - specifies style of dialog (read wx documentation for information) """ import wx.lib.agw.multidirdialog as MDD app = wx.App(0) dlg = MDD.MultiDirDialog(None, title="Select directories", defaultPath=os.getcwd(...	[ "def", "select_multi_directory_dialog", "(", ")", ":", "import", "wx", ".", "lib", ".", "agw", ".", "multidirdialog", "as", "MDD", "app", "=", "wx", ".", "App", "(", "0", ")", "dlg", "=", "MDD", ".", "MultiDirDialog", "(", "None", ",", "title", "=", ...	27	24.35

def _payload_to_dict(self): """When an error status the payload is holding an AsyncException that is converted to a serializable dict. """ if self.status != self.ERROR or not self.payload: return self.payload import traceback return { "error": se...

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32.142857

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def update(self, stats, duration=3): """Display stats to stdout. Refresh every duration second. """ for plugin, attribute in self.plugins_list: # Check if the plugin exist and is enable if plugin in stats.getPluginsList() and \ ...

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37.607143

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def subspaces(self, expressions_list=None, dimensions=None, exclude=None, **kwargs): """Generate a Subspaces object, based on a custom list of expressions or all possible combinations based on dimension :param expressions_list: list of list of expressions, where the inner list defines the subsp...

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def nn_allocmsg(size, type): "allocate a message" pointer = _nn_allocmsg(size, type) if pointer is None: return None return _create_message(pointer, size)

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28.833333

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def orcid_uri_to_orcid(value): "Strip the uri schema from the start of ORCID URL strings" if value is None: return value replace_values = ['http://orcid.org/', 'https://orcid.org/'] for replace_value in replace_values: value = value.replace(replace_value, '') return value

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def run(engine, parameters, components_paths=None, requisite_components=None, visible_components=None): """ Starts the Application. :param engine: Engine. :type engine: QObject :param parameters: Command line parameters. :type parameters: tuple :param components_paths: Components components...

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def reduce_vertex(self, name1, *names): """treat name1, name2, ... as same point. name2.alias, name3.alias, ... are merged with name1.alias the key name2, name3, ... in self.vertices are kept and mapped to same Vertex instance as name1 """ v = self.vertices[name1] ...

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36.461538

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def create_prefetch(self, addresses): """Create futures needed before starting the process of reading the address's value from the merkle tree. Args: addresses (list of str): addresses in the txn's inputs that aren't in any base context (or any in the chain). ...

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38.846154

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def link_curves(*args, **kwargs): """ Links the input curves together. The end control point of the curve k has to be the same with the start control point of the curve k + 1. Keyword Arguments: * ``tol``: tolerance value for checking equality. *Default: 10e-8* * ``validate``: flag to enab...

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36.830508

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def execute(cls, cmd, stdin_payload=None, **kwargs): """Execute a command via subprocess.Popen and returns the stdio. :param string|list cmd: A list or string representing the command to run. :param string stdin_payload: A string representing the stdin payload, if any, to send. :param **kwargs: Additio...

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def current_position(self): """Return a tuple of (start, end).""" token = self.tokenizer.peek(0) if token: return token.start, token.end return self.tokenizer.position, self.tokenizer.position + 1

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def count_consonants(text): """Count number of occurrences of consonants in a given string""" count = 0 for i in text: if i.lower() in config.AVRO_CONSONANTS: count += 1 return count

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def load_template_help(builtin): """Loads the help for a given template""" help_file = "templates/%s-help.yml" % builtin help_file = resource_filename(__name__, help_file) help_obj = {} if os.path.exists(help_file): help_data = yaml.safe_load(open(help_file)) if 'name' in help_data:...

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def _default_interface(self, route_output=None): """ :param route_output: For mocking actual output """ if not route_output: out, __, __ = exec_cmd('/sbin/ip route') lines = out.splitlines() else: lines = route_output.split("\n") for l...

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def expanding_stdize(obj, **kwargs): """Standardize a pandas object column-wise on expanding window. **kwargs -> passed to `obj.expanding` Example ------- df = pd.DataFrame(np.random.randn(10, 3)) print(expanding_stdize(df, min_periods=5)) 0 1 2 0 ...

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29.4

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def parse_arguments(kwargs): """Function that parses PrettyPrinter arguments. Detects which aesthetics are mapped to which layers and collects user-provided values. Parameters ---------- kwargs: dict The keyword arguments to PrettyPrinter. Returns ------- dict, dict ...

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def create(cls, *args, **kwargs) -> 'Entity': """Create a new record in the repository. Also performs unique validations before creating the entity :param args: positional arguments for the entity :param kwargs: keyword arguments for the entity """ logger.debug( ...

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def merge(self, df: pd.DataFrame, on: str, how: str="outer", **kwargs): """ Set the main dataframe from the current dataframe and the passed dataframe :param df: the pandas dataframe to merge :type df: pd.DataFrame :param on: param for ``pd.merge`` :type on: str ...

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def receive_trial_result(self, parameter_id, parameters, value): """ Record an observation of the objective function. Parameters ---------- parameter_id : int parameters : dict value : dict/float if value is dict, it should have "default" key. """...

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def _get_stack_info_for_trace( self, frames, library_frame_context_lines=None, in_app_frame_context_lines=None, with_locals=True, locals_processor_func=None, ): """If the stacktrace originates within the elasticapm module, it will skip frames until som...

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def _base_signup_form_class(): """ Currently, we inherit from the custom form, if any. This is all not very elegant, though it serves a purpose: - There are two signup forms: one for local accounts, and one for social accounts - Both share a common base (BaseSignupForm) - Given the above...

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def list(self): """ Run the FTP LIST command, and update the state. """ logger.debug('Sending FTP list command.') self.state['file_list'] = [] self.state['dir_list'] = [] self.client.retrlines('LIST', self._process_list)

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def attribute(element, attribute, default=None): """ Returns the value of an attribute, or a default if it's not defined :param element: The XML Element object :type element: etree._Element :param attribute: The name of the attribute to evaluate :type attribute: basestring :param default...

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35.214286

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def libvlc_vlm_set_enabled(p_instance, psz_name, b_enabled): '''Enable or disable a media (VOD or broadcast). @param p_instance: the instance. @param psz_name: the media to work on. @param b_enabled: the new status. @return: 0 on success, -1 on error. ''' f = _Cfunctions.get('libvlc_vlm_set_...

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def get_element_mass_dictionary(self): """ Determine the masses of elements in the package and return as a dictionary. :returns: Dictionary of element symbols and masses. [kg] """ element_symbols = self.material.elements element_masses = self.get_element_masses(...

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31.833333

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def apply_tag_sets(tag_sets, selection): """All servers match a list of tag sets. tag_sets is a list of dicts. The empty tag set {} matches any server, and may be provided at the end of the list as a fallback. So [{'a': 'value'}, {}] expresses a preference for servers tagged {'a': 'value'}, but acc...

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38.133333

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def get_destinations(cls, domain, source): """Retrieve forward information.""" forwards = cls.list(domain, {'items_per_page': 500}) for fwd in forwards: if fwd['source'] == source: return fwd['destinations'] return []

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33.875

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def savePattern(self): """Save internal RAM pattern to flash """ if ( self.dev == None ): return '' buf = [REPORT_ID, ord('W'), 0xBE, 0xEF, 0xCA, 0xFE, 0, 0, 0] return self.write(buf);

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36.666667

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def duplicate(self): ''' Returns a copy of the current Line, including its taxes and discounts @returns: Line. ''' instance = self.__class__(name=self.name, description=self.description, unit=self.unit, quantity=self.quantity, ...

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def setInitialCenters(self, centers, weights): """ Set initial centers. Should be set before calling trainOn. """ self._model = StreamingKMeansModel(centers, weights) return self

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def subproductPath(self, ext): """Makes a subproduct filename by appending 'ext' to the subproduct directory. Returns a (filename,fullpath) tuple.""" ext = ext.lstrip("-") basename = os.path.join(os.path.basename(self.dp.subproduct_dir()), ext) fullpath = os.path.join(self.dp.sub...

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def doc_to_html(doc, doc_format="ROBOT"): """Convert documentation to HTML""" from robot.libdocpkg.htmlwriter import DocToHtml return DocToHtml(doc_format)(doc)

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42.25

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def interruptible_sleep(t, event=None): """ Sleeps for a specified duration, optionally stopping early for event. Returns True if interrupted """ log.info("sleeping %s", t) if event is None: time.sleep(t) return False else: return not event.wait(t)

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def getTaskHelp(_Task): r"""Gets help on the given task member. """ Ret = [] for k in ['name', 'desc']: v = _Task.Config.get(k) if v is not None: Ret.append('%s: %s' % (k, v)) Args = _Task.Args if Args: Ret.append('\nArgs:') for argName, Arg in Args.items(): Ret.append(' %s...

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def write(self, filename=None, io=None, coors=None, igs=None, out=None, float_format=None, **kwargs): """ Write mesh + optional results in `out` to a file. Parameters ---------- filename : str, optional The file name. If None, the mesh name is used inst...

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def alert_policy_path(cls, project, alert_policy): """Return a fully-qualified alert_policy string.""" return google.api_core.path_template.expand( "projects/{project}/alertPolicies/{alert_policy}", project=project, alert_policy=alert_policy, )

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def run(file, access_key, secret_key, **kwargs): """命令行运行huobitrade""" if file: import sys file_path, file_name = os.path.split(file) sys.path.append(file_path) strategy_module = importlib.import_module(os.path.splitext(file_name)[0]) init = getattr(strategy_module, 'init...

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def get_chirp_params(mass1, mass2, spin1z, spin2z, f0, order, quadparam1=None, quadparam2=None, lambda1=None, lambda2=None): """ Take a set of masses and spins and convert to the various lambda coordinates that describe the orbital phase. Accepted PN orders are: ...

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37.021739

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def register_date_conversion_handler(date_specifier_patterns): """Decorator for registering handlers that convert text dates to dates. Args: date_specifier_patterns (str): the date specifier (in regex pattern format) for which the handler is registered """ def _decorator(func): global ...

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37.461538

29

def _get_hit_nearest_ref_start(self, hits): '''Returns the hit nearest to the start of the ref sequence from the input list of hits''' nearest_to_start = hits[0] for hit in hits[1:]: if hit.ref_coords().start < nearest_to_start.ref_coords().start: nearest_to_start = h...

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def get_publications(gene_names, save_json_name=None): """Return evidence publications for interaction between the given genes. Parameters ---------- gene_names : list[str] A list of gene names (HGNC symbols) to query interactions between. Currently supports exactly two genes only. ...

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36.387097

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def interface_temperature(Ts, Tatm, **kwargs): '''Compute temperature at model layer interfaces.''' # Actually it's not clear to me how the RRTM code uses these values lev = Tatm.domain.axes['lev'].points lev_bounds = Tatm.domain.axes['lev'].bounds # Interpolate to layer interfaces f = interp1...

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48

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def coroutine( func: Callable[..., "Generator[Any, Any, _T]"] ) -> Callable[..., "Future[_T]"]: """Decorator for asynchronous generators. For compatibility with older versions of Python, coroutines may also "return" by raising the special exception `Return(value) <Return>`. Functions with this...

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def get_one_required(self, locator): """ Gets a required component reference that matches specified locator. :param locator: the locator to find a reference by. :return: a matching component reference. :raises: a [[ReferenceException]] when no references found. ""...

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34.833333

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def to_camel_case(snake_case_name): """ Converts snake_cased_names to CamelCaseNames. :param snake_case_name: The name you'd like to convert from. :type snake_case_name: string :returns: A converted string :rtype: string """ bits = snake_case_name.split('_') return ''.join([bit.cap...

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28

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def get_loadbalancer_members(self, datacenter_id, loadbalancer_id, depth=1): """ Retrieves the list of NICs that are associated with a load balancer. :param datacenter_id: The unique ID of the data center. :type datacenter_id: ``str`` ...

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36

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def get_reverse_index(self, base_index): """Get index into this segment's data given the index into the base data Raises IndexError if the base index doesn't map to anything in this segment's data """ r = self.reverse_index_mapping[base_index] if r < 0: raise...

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39.1

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def secant2(value_and_gradients_function, val_0, search_interval, f_lim, sufficient_decrease_param=0.1, curvature_param=0.9, name=None): """Performs the secant square procedure of Hager Zhang. Given an interval that brackets a root, this proce...

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49.104348

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def load_cufflinks(self, filter_ok=True): """ Load a Cufflinks gene expression data for a cohort Parameters ---------- filter_ok : bool, optional If true, filter Cufflinks data to row with FPKM_status == "OK" Returns ------- cufflinks_data : ...

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33.3

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def make_back_matter(self): """ The <back> element may have 0 or 1 <label> elements and 0 or 1 <title> elements. Then it may have any combination of the following: <ack>, <app-group>, <bio>, <fn-group>, <glossary>, <ref-list>, <notes>, and <sec>. <sec> is employed here as a catch...

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46.722222

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def _encrypt(cipher, key, data, iv, padding): """ Encrypts plaintext :param cipher: A unicode string of "aes", "des", "tripledes_2key", "tripledes_3key", "rc2", "rc4" :param key: The encryption key - a byte string 5-16 bytes long :param data: The plaintext - a byte...

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26.779661

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def filter(configs, settings): """Main entry function to filtering configuration types Parameters ---------- configs: Nx4 array array containing A-B-M-N configurations settings: dict 'only_types': ['dd', 'other'], # filter only for those types Returns ------- dict ...

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30.14

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def is_able_to_convert_detailed(self, strict: bool, from_type: Type[Any], to_type: Type[Any]): """ Overrides the parent method to delegate left check to the first (left) converter of the chain and right check to the last (right) converter of the chain. This includes custom checking if they have ...

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52.315789

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def human_uuid(): """Returns a good UUID for using as a human readable string.""" return base64.b32encode( hashlib.sha1(uuid.uuid4().bytes).digest()).lower().strip('=')

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45.25

16

def to_pandas(self): """Return a Pandas dataframe of the minimum spanning tree. Each row is an edge in the tree; the columns are `from`, `to`, and `distance` giving the two vertices of the edge which are indices into the dataset, and the distance between those datapoints. ...

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40.529412

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def _set_init_system(self, client): """Determine the init system of distribution.""" if not self.init_system: try: out = ipa_utils.execute_ssh_command( client, 'ps -p 1 -o comm=' ) except Exception as e: ...

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35.933333

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def update_cache_for_instance( model_name, instance_pk, instance=None, version=None): """Update the cache for an instance, with cascading updates.""" cache = SampleCache() invalid = cache.update_instance(model_name, instance_pk, instance, version) for invalid_name, invalid_pk, invalid_version in...

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53.25

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def get_chunk_information(self, chk, lun, chunk_name): """Get chunk information""" cmd = ["nvm_cmd rprt_lun", self.envs, "%d %d > %s" % (chk, lun, chunk_name)] status, _, _ = cij.ssh.command(cmd, shell=True) return status

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44.666667

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def to_labeled_point(sc, features, labels, categorical=False): """Convert numpy arrays of features and labels into a LabeledPoint RDD for MLlib and ML integration. :param sc: Spark context :param features: numpy array with features :param labels: numpy array with labels :param categorical: bool...

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39

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def find(self, key): "Exact matching (returns value)" index = self.follow_bytes(key, self.ROOT) if index is None: return -1 if not self.has_value(index): return -1 return self.value(index)

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30.625

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def clone(client): '''Clone the redis client to be slowlog-compatible''' kwargs = client.redis.connection_pool.connection_kwargs kwargs['parser_class'] = redis.connection.PythonParser pool = redis.connection.ConnectionPool(**kwargs) return redis.Redis(connection_pool=pool)

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51.333333

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def close_list(ctx, root): """Close already opened list if needed. This will try to see if it is needed to close already opened list. :Args: - ctx (:class:`Context`): Context object - root (Element): lxml element representing current position. :Returns: lxml element where future co...

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21.342857

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def start_accepting_passive_svc_checks(self): """Enable passive service check submission (globally) Format of the line that triggers function call:: START_ACCEPTING_PASSIVE_SVC_CHECKS :return: None """ # todo: #783 create a dedicated brok for global parameters i...

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43.857143

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def lowstate_file_refs(chunks, extras=''): ''' Create a list of file ref objects to reconcile ''' refs = {} for chunk in chunks: if not isinstance(chunk, dict): continue saltenv = 'base' crefs = [] for state in chunk: if state == '__env__': ...

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28.407407

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def _ProcessLockAcquired(self): """Context manager for process locks with timeout.""" try: is_locked = self._process_lock.acquire(timeout=self._lock_timeout) yield is_locked finally: if is_locked: self._process_lock.release()

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36.75

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def _field_value_html(self, field): """Return the html representation of the value of the given field""" if field in self.fields: return unicode(self.get(field)) else: return self.get_timemachine_instance(field)._object_name_html()

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45.666667

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def expr_str(expr, sc_expr_str_fn=standard_sc_expr_str): """ Returns the string representation of the expression 'expr', as in a Kconfig file. Passing subexpressions of expressions to this function works as expected. sc_expr_str_fn (default: standard_sc_expr_str): This function is called for...

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40.52381

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def _configure(configuration_details): """Adds alias to shell config.""" path = Path(configuration_details.path).expanduser() with path.open('a') as shell_config: shell_config.write(u'\n') shell_config.write(configuration_details.content) shell_config.write(u'\n')

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42

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def get_return_line_item_by_id(cls, return_line_item_id, **kwargs): """Find ReturnLineItem Return single instance of ReturnLineItem by its ID. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.g...

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45.761905

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def tokenize_arabic_words(text): """ Tokenize text into words @param text: the input text. @type text: unicode. @return: list of words. @rtype: list. """ specific_tokens = [] if not text: return specific_tokens else: specific_tokens = araby.to...

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23.266667

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def transpose(self, *dims): """Return a new Dataset object with all array dimensions transposed. Although the order of dimensions on each array will change, the dataset dimensions themselves will remain in fixed (sorted) order. Parameters ---------- *dims : str, optiona...

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35.564103

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def calculateRange(self, values): """ Calculates the range of values for this axis based on the dataset value amount. :param values | [<variant>, ..] """ vals = filter(lambda x: x is not None, values) try: min_val = min...

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31.307692

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def get_zonefile_instance(new_instance=False): """ This is a convenience function which provides a :class:`ZoneInfoFile` instance using the data provided by the ``dateutil`` package. By default, it caches a single instance of the ZoneInfoFile object and returns that. :param new_instance: If...

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31.296296

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def sync_label_shape(self, it, verbose=False): """Synchronize label shape with the input iterator. This is useful when train/validation iterators have different label padding. Parameters ---------- it : ImageDetIter The other iterator to synchronize verbose :...

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def simBirth(self,which_agents): ''' Makes new consumers for the given indices. Initialized variables include aNrm and pLvl, as well as time variables t_age and t_cycle. Normalized assets and permanent income levels are drawn from lognormal distributions given by aNrmInitMean and aNrmI...

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39.8

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def git_tag_list(pattern=None): """ Return a list of all the tags in the git repo matching a regex passed in `pattern`. If `pattern` is None, return all the tags. """ with chdir(get_root()): result = run_command('git tag', capture=True).stdout result = result.splitlines() if not...

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def get_gewest_by_id(self, id): ''' Get a `gewest` by id. :param integer id: The id of a `gewest`. :rtype: A :class:`Gewest`. ''' def creator(): nl = crab_gateway_request( self.client, 'GetGewestByGewestIdAndTaalCode', id, 'nl' ) ...

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def coarseMaximum(arr, shape): ''' return an array of [shape] where every cell equals the localised maximum of the given array [arr] at the same (scalled) position ''' ss0, ss1 = shape s0, s1 = arr.shape pos0 = linspace2(0, s0, ss0, dtype=int) pos1 = linspace2(0, s1, ss1, ...

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def generate(env): """Add Builders and construction variables for gfortran to an Environment.""" fortran.generate(env) for dialect in ['F77', 'F90', 'FORTRAN', 'F95', 'F03', 'F08']: env['%s' % dialect] = 'gfortran' env['SH%s' % dialect] = '$%s' % dialect if env['PLATFORM'] in ['...

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def _add_parameterized_validator_internal(param_validator, base_tag): "with builtin tag prefixing" add_parameterized_validator(param_validator, base_tag, tag_prefix=u'!~~%s(' % param_validator.__name__)

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def _check_public_functions(self, primary_header, all_headers): """Verify all the public functions are also declared in a header file.""" public_symbols = {} declared_only_symbols = {} if primary_header: for name, symbol in primary_header.public_symbols.items(): ...

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def prox_max_entropy(X, step, gamma=1): """Proximal operator for maximum entropy regularization. g(x) = gamma \sum_i x_i ln(x_i) has the analytical solution of gamma W(1/gamma exp((X-gamma)/gamma)), where W is the Lambert W function. """ from scipy.special import lambertw gamma_ = _step_ga...

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38

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def from_representation(self, data): """Convert representation value to ``bool`` if it has expected form.""" if data in self._TRUE_VALUES: return True elif data in self._FALSE_VALUES: return False else: raise ValueError( "{type} type va...

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def use_in(ContentHandler): """ Modify ContentHandler, a sub-class of pycbc_glue.ligolw.LIGOLWContentHandler, to cause it to use the Array and ArrayStream classes defined in this module when parsing XML documents. Example: >>> from pycbc_glue.ligolw import ligolw >>> class MyContentHandler(ligolw.LIGOLWConten...

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def _pull_out_unaffected_blocks_rhs(rest, rhs, out_port, in_port): """Similar to :func:`_pull_out_unaffected_blocks_lhs` but on the RHS of a series product self-feedback. """ _, block_index = rhs.index_in_block(in_port) rest = tuple(rest) bs = rhs.block_structure (nbefore, nblock, nafter) = ...

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def _TableFactory(tag, stream, offset, length): """ Return an instance of |Table| appropriate to *tag*, loaded from *font_file* with content of *length* starting at *offset*. """ TableClass = { 'head': _HeadTable, 'name': _NameTable, }.get(tag, _BaseTable) return TableClass(t...

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33.8

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def Plot_Impact_PolProjPoly(lS, Leg="", ax=None, Ang='theta', AngUnit='rad', Sketch=True, dP=None, dLeg=_def.TorLegd, draw=True, fs=None, wintit=None, tit=None, Test=True): """ Plotting the toroidal projection of a Ves instance ...

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def _parse_gcs_uri(self, raw_uri): """Return a valid docker_path for a GCS bucket.""" # Assume URI is a directory path. raw_uri = directory_fmt(raw_uri) _, docker_path = _gcs_uri_rewriter(raw_uri) docker_uri = os.path.join(self._relative_path, docker_path) return docker_uri

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def get_netconf_client_capabilities_input_session_id(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_netconf_client_capabilities = ET.Element("get_netconf_client_capabilities") config = get_netconf_client_capabilities input = ET.SubElement(ge...

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def read_gsc_sfr(self): """Read the gain-scaling-coefficient and sample flow rate. :returns: dictionary containing GSC and SFR """ config = [] data = {} # Send the command byte and sleep for 10 ms self.cnxn.xfer([0x33]) sleep(10e-3) # Read t...

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def _getattrs(self, obj, *attrs): """ Return dictionary of given attrs on given object, if they exist, processing through _filter_value(). """ filtered_attrs = {} for attr in attrs: if hasattr(obj, attr): filtered_attrs[attr] = obj_to_string( ...

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def _special_value_rows(em): ''' _special_value_rows - Handle "rows" special attribute, which differs if tagName is a textarea or frameset ''' if em.tagName == 'textarea': return convertToIntRange(em.getAttribute('rows', 2), minValue=1, maxValue=None, invalidDefault=2) else: # fr...

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def file_reader(self): """Generator process to read file""" self.update_config() path = self.config['path'] # open file to get dimensions with self.subprocess( ['ffmpeg', '-v', 'info', '-y', '-an', '-vn', '-i', path, '-'], stdout=subprocess.PIPE, s...

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def login_required(view_function): """ This decorator ensures that the current user is logged in. Example:: @route('/member_page') @login_required def member_page(): # User must be logged in ... If USER_ENABLE_EMAIL is True and USER_ENABLE_CONFIRM_EMAIL is True, t...

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def on_download_to_activated(self, menu_item): '''下载文件/目录到指定的文件夹里.''' tree_paths = self.iconview.get_selected_items() if not tree_paths: return dialog = Gtk.FileChooserDialog(_('Save to...'), self.app.window, Gtk.FileChooserAction.SELECT_FOLDER, ...

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def _full_axis_reduce_along_select_indices(self, func, axis, index): """Reduce Manger along select indices using function that needs full axis. Args: func: Callable that reduces the dimension of the object and requires full knowledge of the entire axis. axis: 0 f...

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def tenant_forgot_password_login(self, data, tenant_id=None, api_version="v2.0"): """ Forgot password API **Parameters:**: - **data**: Dictionary containing data to POST as JSON - **tenant_id**: Tenant ID - **api_version**: API version to use (default v2.0) ...

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41.538462

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def check_unused(intersection, duplicates, intersections): """Check if a "valid" ``intersection`` is already in ``intersections``. This assumes that * ``intersection`` will have at least one of ``s == 0.0`` or ``t == 0.0`` * At least one of the intersections in ``intersections`` is classified as ...

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def prepare_url_list(urlresolver, namespace_path='', namespace=''): """ returns list of tuples [(<url_name>, <url_patern_tuple> ), ...] """ exclude_ns = getattr(settings, 'JS_REVERSE_EXCLUDE_NAMESPACES', JS_EXCLUDE_NAMESPACES) include_only_ns = getattr(settings, 'JS_REVERSE_INCLUDE_ONLY_NAMESPACES',...

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def select_multi_directory_dialog(): """ Opens a directory selection dialog Style - specifies style of dialog (read wx documentation for information) """ import wx.lib.agw.multidirdialog as MDD app = wx.App(0) dlg = MDD.MultiDirDialog(None, title="Select directories", defaultPath=os.getcwd(...

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24.35