How to use disable_logging method in localstack

Best Python code snippet using localstack_python

plugin_loader.py

Source:plugin_loader.py

1#!/usr/bin/env python32""" Plugin loader for Faceswap extract, training and convert tasks """3import logging4import os5from importlib import import_module6logger = logging.getLogger(__name__)  # pylint: disable=invalid-name7class PluginLoader():8    """ Retrieve, or get information on, Faceswap plugins9    Return a specific plugin, list available plugins, or get the default plugin for a10    task.11    Example12    -------13    >>> from plugins.plugin_loader import PluginLoader14    >>> align_plugins = PluginLoader.get_available_extractors('align')15    >>> aligner = PluginLoader.get_aligner('cv2-dnn')16    """17    @staticmethod18    def get_detector(name, disable_logging=False):19        """ Return requested detector plugin20        Parameters21        ----------22        name: str23            The name of the requested detector plugin24        disable_logging: bool, optional25            Whether to disable the INFO log message that the plugin is being imported.26            Default: `False`27        Returns28        -------29        :class:`plugins.extract.detect` object:30            An extraction detector plugin31        """32        return PluginLoader._import("extract.detect", name, disable_logging)33    @staticmethod34    def get_aligner(name, disable_logging=False):35        """ Return requested aligner plugin36        Parameters37        ----------38        name: str39            The name of the requested aligner plugin40        disable_logging: bool, optional41            Whether to disable the INFO log message that the plugin is being imported.42            Default: `False`43        Returns44        -------45        :class:`plugins.extract.align` object:46            An extraction aligner plugin47        """48        return PluginLoader._import("extract.align", name, disable_logging)49    @staticmethod50    def get_masker(name, disable_logging=False):51        """ Return requested masker plugin52        Parameters53        ----------54        name: str55            The name of the requested masker plugin56        disable_logging: bool, optional57            Whether to disable the INFO log message that the plugin is being imported.58            Default: `False`59        Returns60        -------61        :class:`plugins.extract.mask` object:62            An extraction masker plugin63        """64        return PluginLoader._import("extract.mask", name, disable_logging)65    @staticmethod66    def get_model(name, disable_logging=False):67        """ Return requested training model plugin68        Parameters69        ----------70        name: str71            The name of the requested training model plugin72        disable_logging: bool, optional73            Whether to disable the INFO log message that the plugin is being imported.74            Default: `False`75        Returns76        -------77        :class:`plugins.train.model` object:78            A training model plugin79        """80        return PluginLoader._import("train.model", name, disable_logging)81    @staticmethod82    def get_trainer(name, disable_logging=False):83        """ Return requested training trainer plugin84        Parameters85        ----------86        name: str87            The name of the requested training trainer plugin88        disable_logging: bool, optional89            Whether to disable the INFO log message that the plugin is being imported.90            Default: `False`91        Returns92        -------93        :class:`plugins.train.trainer` object:94            A training trainer plugin95        """96        return PluginLoader._import("train.trainer", name, disable_logging)97    @staticmethod98    def get_converter(category, name, disable_logging=False):99        """ Return requested converter plugin100        Converters work slightly differently to other faceswap plugins. They are created to do a101        specific task (e.g. color adjustment, mask blending etc.), so multiple plugins will be102        loaded in the convert phase, rather than just one plugin for the other phases.103        Parameters104        ----------105        name: str106            The name of the requested converter plugin107        disable_logging: bool, optional108            Whether to disable the INFO log message that the plugin is being imported.109            Default: `False`110        Returns111        -------112        :class:`plugins.convert` object:113            A converter sub plugin114        """115        return PluginLoader._import("convert.{}".format(category), name, disable_logging)116    @staticmethod117    def _import(attr, name, disable_logging):118        """ Import the plugin's module119        Parameters120        ----------121        name: str122            The name of the requested converter plugin123        disable_logging: bool124            Whether to disable the INFO log message that the plugin is being imported.125        Returns126        -------127        :class:`plugin` object:128            A plugin129        """130        name = name.replace("-", "_")131        ttl = attr.split(".")[-1].title()132        if not disable_logging:133            logger.info("Loading %s from %s plugin...", ttl, name.title())134        attr = "model" if attr == "Trainer" else attr.lower()135        mod = ".".join(("plugins", attr, name))136        module = import_module(mod)137        return getattr(module, ttl)138    @staticmethod139    def get_available_extractors(extractor_type, add_none=False):140        """ Return a list of available extractors of the given type141        Parameters142        ----------143        extractor_type: {'aligner', 'detector', 'masker'}144            The type of extractor to return the plugins for145        add_none: bool, optional146            Append "none" to the list of returned plugins. Default: False147        Returns148        -------149        list:150            A list of the available extractor plugin names for the given type151        """152        extractpath = os.path.join(os.path.dirname(__file__),153                                   "extract",154                                   extractor_type)155        extractors = sorted(item.name.replace(".py", "").replace("_", "-")156                            for item in os.scandir(extractpath)157                            if not item.name.startswith("_")158                            and not item.name.endswith("defaults.py")159                            and item.name.endswith(".py"))160        if add_none:161            extractors.insert(0, "none")162        return extractors163    @staticmethod164    def get_available_models():165        """ Return a list of available training models166        Returns167        -------168        list:169            A list of the available training model plugin names170        """171        modelpath = os.path.join(os.path.dirname(__file__), "train", "model")172        models = sorted(item.name.replace(".py", "").replace("_", "-")173                        for item in os.scandir(modelpath)174                        if not item.name.startswith("_")175                        and not item.name.endswith("defaults.py")176                        and item.name.endswith(".py"))177        return models178    @staticmethod179    def get_default_model():180        """ Return the default training model plugin name181        Returns182        -------183        str:184            The default faceswap training model185        """186        models = PluginLoader.get_available_models()187        return 'original' if 'original' in models else models[0]188    @staticmethod189    def get_available_convert_plugins(convert_category, add_none=True):190        """ Return a list of available converter plugins in the given category191        Parameters192        ----------193        convert_category: {'color', 'mask', 'scaling', 'writer'}194            The category of converter plugin to return the plugins for195        add_none: bool, optional196            Append "none" to the list of returned plugins. Default: True197        Returns198        -------199        list200            A list of the available converter plugin names in the given category201        """202        convertpath = os.path.join(os.path.dirname(__file__),203                                   "convert",204                                   convert_category)205        converters = sorted(item.name.replace(".py", "").replace("_", "-")206                            for item in os.scandir(convertpath)207                            if not item.name.startswith("_")208                            and not item.name.endswith("defaults.py")209                            and item.name.endswith(".py"))210        if add_none:211            converters.insert(0, "none")...

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