import logging
|
import inspect
|
from dataclasses import dataclass, fields
|
|
|
@dataclass
|
class ClassRegistryTables:
|
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_register_tables(self,):
|
print("\nregister_tables: \n")
|
fields = vars(self)
|
for classes_key, classes_dict in fields.items():
|
print(f"----------- ** {classes_key.replace('_meta', '')} ** --------------")
|
|
if classes_key.endswith("_meta"):
|
headers = ["class name", "register 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")
|
|
registry_tables = ClassRegistryTables()
|
|
def register_class(registry_tables_key:str, key=None):
|
def decorator(target_class):
|
|
if not hasattr(registry_tables, registry_tables_key):
|
setattr(registry_tables, registry_tables_key, {})
|
logging.info("new registry table has been added: {}".format(registry_tables_key))
|
|
registry = getattr(registry_tables, registry_tables_key)
|
registry_key = key if key is not None else target_class.__name__
|
registry_key = registry_key.lower()
|
# import pdb; pdb.set_trace()
|
assert not registry_key in registry, "(key: {} / class: {}) has been registered already，in {}".format(registry_key, target_class, registry_tables_key)
|
|
registry[registry_key] = target_class
|
|
# meta， headers = ["class name", "register name", "class location"]
|
registry_tables_key_meta = registry_tables_key + "_meta"
|
if not hasattr(registry_tables, registry_tables_key_meta):
|
setattr(registry_tables, registry_tables_key_meta, {})
|
registry_meta = getattr(registry_tables, registry_tables_key_meta)
|
class_file = inspect.getfile(target_class)
|
class_line = inspect.getsourcelines(target_class)[1]
|
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
|
|
import funasr
|
