test/quantization/ao_migration/common.py

from torch.testing._internal.common_utils import TestCase

import importlib
from typing import List

class AOMigrationTestCase(TestCase):
    def _test_package_import(self, package_name: str):
        r"""Tests the module import by making sure that all the internals match
        (except the dunder methods)."""
        old_module = importlib.import_module(f'torch.quantization.{package_name}')
        new_module = importlib.import_module(f'torch.ao.quantization.{package_name}')
        old_module_dir = set(dir(old_module))
        new_module_dir = set(dir(new_module))
        # Remove magic modules from checking in subsets
        for el in list(old_module_dir):
            if el[:2] == '__' and el[-2:] == '__':
                old_module_dir.remove(el)
        assert (old_module_dir <= new_module_dir), \
            f"Importing {old_module} vs. {new_module} does not match: " \
            f"{old_module_dir - new_module_dir}"

    def _test_function_import(self, package_name: str, function_list: List[str]):
        r"""Tests individual function list import by comparing the functions
        and their hashes."""
        old_location = importlib.import_module(f'torch.quantization.{package_name}')
        new_location = importlib.import_module(f'torch.ao.quantization.{package_name}')
        for fn_name in function_list:
            old_function = getattr(old_location, fn_name)
            new_function = getattr(new_location, fn_name)
            assert old_function == new_function, f"Functions don't match: {fn_name}"
            assert hash(old_function) == hash(new_function), \
                f"Hashes don't match: {old_function}({hash(old_function)}) vs. " \
                f"{new_function}({hash(new_function)})"

    def _test_dict_import(self, package_name: str, dict_list: List[str]):
        r"""Tests individual function list import by comparing the functions
        and their hashes."""
        old_location = importlib.import_module(f'torch.quantization.{package_name}')
        new_location = importlib.import_module(f'torch.ao.quantization.{package_name}')
        for dict_name in dict_list:
            old_dict = getattr(old_location, dict_name)
            new_dict = getattr(new_location, dict_name)
            assert old_dict == new_dict, f"Dicts don't match: {dict_name}"
            for key in new_dict.keys():
                assert old_dict[key] == new_dict[key], f"Dicts don't match: {dict_name} for key {key}"