FunASR/funasr/register.py

import logging
import inspect
from dataclasses import dataclass
import re

@dataclass
class RegisterTables:
    model_classes = {}
    frontend_classes = {}
    specaug_classes = {}
    normalize_classes = {}
    encoder_classes = {}
    decoder_classes = {}
    joint_network_classes = {}
    predictor_classes = {}
    stride_conv_classes = {}
    tokenizer_classes = {}
    batch_sampler_classes = {}
    dataset_classes = {}
    index_ds_classes = {}

    def print(self, key=None):
        print("\ntables: \n")
        fields = vars(self)
        for classes_key, classes_dict in fields.items():
            
            flag = True
            if key is not None:
                flag = key in classes_key
            if classes_key.endswith("_meta") and flag:
                print(f"-----------    ** {classes_key.replace('_meta', '')} **    --------------")
                headers = ["class name", "class location"]
                metas = []
                for register_key, meta in classes_dict.items():
                    metas.append(meta)
                metas.sort(key=lambda x: x[0])
                data = [headers] + metas
                col_widths = [max(len(str(item)) for item in col) for col in zip(*data)]
            
                for row in data:
                    print("| " + " | ".join(str(item).ljust(width) for item, width in zip(row, col_widths)) + " |")
        print("\n")


    def register(self, register_tables_key: str, key=None):
        def decorator(target_class):
            
            if not hasattr(self, register_tables_key):
                setattr(self, register_tables_key, {})
                logging.info("new registry table has been added: {}".format(register_tables_key))
            
            registry = getattr(self, register_tables_key)
            registry_key = key if key is not None else target_class.__name__
            
            assert not registry_key in registry, "(key: {} / class: {}) has been registered already，in {}".format(
                registry_key, target_class, register_tables_key)
            
            registry[registry_key] = target_class
            
            # meta， headers = ["class name", "register name", "class location"]
            register_tables_key_meta = register_tables_key + "_meta"
            if not hasattr(self, register_tables_key_meta):
                setattr(self, register_tables_key_meta, {})
            registry_meta = getattr(self, register_tables_key_meta)
            # doc = target_class.__doc__
            class_file = inspect.getfile(target_class)
            class_line = inspect.getsourcelines(target_class)[1]
            pattern = r'^.+/funasr/'
            class_file = re.sub(pattern, 'funasr/', class_file)
            meata_data = [f"{target_class.__name__}", f"{class_file}:{class_line}"]
            # meata_data = [f"{target_class.__name__}", f"{registry_key}", f"{class_file}:{class_line}"]
            registry_meta[registry_key] = meata_data
            # print(f"Registering class: {class_file}:{class_line} - {target_class.__name__} as {registry_key}")
            return target_class
        
        return decorator


tables = RegisterTables()


import funasr