# Copyright (c) Facebook, Inc. and its affiliates. import os import unittest import tempfile from itertools import count from detectron2.config import LazyConfig, LazyCall as L from omegaconf import DictConfig class TestLazyPythonConfig(unittest.TestCase): def setUp(self): self.root_filename = os.path.join(os.path.dirname(__file__), "root_cfg.py") def test_load(self): cfg = LazyConfig.load(self.root_filename) self.assertEqual(cfg.dir1a_dict.a, "modified") self.assertEqual(cfg.dir1b_dict.a, 1) self.assertEqual(cfg.lazyobj.x, "base_a_1") cfg.lazyobj.x = "new_x" # reload cfg = LazyConfig.load(self.root_filename) self.assertEqual(cfg.lazyobj.x, "base_a_1") def test_save_load(self): cfg = LazyConfig.load(self.root_filename) with tempfile.TemporaryDirectory(prefix="detectron2") as d: fname = os.path.join(d, "test_config.yaml") LazyConfig.save(cfg, fname) cfg2 = LazyConfig.load(fname) self.assertEqual(cfg2.lazyobj._target_, "itertools.count") self.assertEqual(cfg.lazyobj._target_, count) cfg2.lazyobj.pop("_target_") cfg.lazyobj.pop("_target_") # the rest are equal self.assertEqual(cfg, cfg2) def test_failed_save(self): cfg = DictConfig({"x": lambda: 3}, flags={"allow_objects": True}) with tempfile.TemporaryDirectory(prefix="detectron2") as d: fname = os.path.join(d, "test_config.yaml") LazyConfig.save(cfg, fname) self.assertTrue(os.path.exists(fname)) self.assertTrue(os.path.exists(fname + ".pkl")) def test_overrides(self): cfg = LazyConfig.load(self.root_filename) LazyConfig.apply_overrides(cfg, ["lazyobj.x=123", 'dir1b_dict.a="123"']) self.assertEqual(cfg.dir1b_dict.a, "123") self.assertEqual(cfg.lazyobj.x, 123) def test_invalid_overrides(self): cfg = LazyConfig.load(self.root_filename) with self.assertRaises(KeyError): LazyConfig.apply_overrides(cfg, ["lazyobj.x.xxx=123"]) def test_to_py(self): cfg = LazyConfig.load(self.root_filename) cfg.lazyobj.x = {"a": 1, "b": 2, "c": L(count)(x={"r": "a", "s": 2.4, "t": [1, 2, 3, "z"]})} cfg.list = ["a", 1, "b", 3.2] py_str = LazyConfig.to_py(cfg) expected = """cfg.dir1a_dict.a = "modified" cfg.dir1a_dict.b = 2 cfg.dir1b_dict.a = 1 cfg.dir1b_dict.b = 2 cfg.lazyobj = itertools.count( x={ "a": 1, "b": 2, "c": itertools.count(x={"r": "a", "s": 2.4, "t": [1, 2, 3, "z"]}), }, y="base_a_1_from_b", ) cfg.list = ["a", 1, "b", 3.2] """ self.assertEqual(py_str, expected)