from __future__ import annotations import dataclasses import unittest from simulator.config import Config from simulator.dataset_state import ( DONE_CONFIG_STATE_KEY, RUNTIME_CONFIG_FIELDS, DatasetConfigMismatchError, sample_generation_config, sample_generation_fingerprint, stamp_done_manifest, validate_done_for_reuse, ) class DatasetStateTests(unittest.TestCase): def setUp(self) -> None: self.cfg = Config() def test_snapshot_includes_every_non_runtime_config_field(self) -> None: raw = dataclasses.asdict(self.cfg) snapshot = sample_generation_config(self.cfg) self.assertEqual(set(snapshot), set(raw) - RUNTIME_CONFIG_FIELDS) def test_fingerprint_is_stable_and_ignores_runtime_fields(self) -> None: original = sample_generation_fingerprint(self.cfg) reordered = dict(reversed(list(dataclasses.asdict(self.cfg).items()))) self.assertEqual(original, sample_generation_fingerprint(reordered)) changed = dataclasses.replace( self.cfg, dataset_name="renamed", compute_chunk_size=1, force=True, out_dir="/a/different/output", workers=99, ) self.assertEqual(original, sample_generation_fingerprint(changed)) def test_fingerprint_changes_for_data_and_format_fields(self) -> None: original = sample_generation_fingerprint(self.cfg) for field, value in { "seed": self.cfg.seed + 1, "n_samples": self.cfg.n_samples + 1, "shard_size": self.cfg.shard_size + 1, "seq_len": self.cfg.seq_len + 1, "time_bins": self.cfg.time_bins + 1, "demography_resolution_log10": self.cfg.demography_resolution_log10 * 2, "compression": not self.cfg.compression, "compression_level": self.cfg.compression_level + 1, "include_truth": not self.cfg.include_truth, "max_retries": self.cfg.max_retries + 1, }.items(): with self.subTest(field=field): changed = dataclasses.replace(self.cfg, **{field: value}) self.assertNotEqual(original, sample_generation_fingerprint(changed)) def test_stamped_done_validates_without_legacy_config(self) -> None: manifest = stamp_done_manifest({"n_samples": 4}, self.cfg) state = validate_done_for_reuse(manifest, self.cfg) self.assertEqual(state, manifest[DONE_CONFIG_STATE_KEY]) def test_stamped_done_rejects_changed_generation_config(self) -> None: manifest = stamp_done_manifest({"n_samples": 4}, self.cfg) changed = dataclasses.replace(self.cfg, seq_len=self.cfg.seq_len * 2) with self.assertRaisesRegex(DatasetConfigMismatchError, r"seq_len.*--force"): validate_done_for_reuse(manifest, changed) def test_stamped_done_rejects_a_different_generator_schema(self) -> None: manifest = stamp_done_manifest({"n_samples": 4}, self.cfg) manifest[DONE_CONFIG_STATE_KEY]["generator_schema_version"] += 1 with self.assertRaisesRegex( DatasetConfigMismatchError, r"sample-generator schema.*--force", ): validate_done_for_reuse(manifest, self.cfg) def test_legacy_done_requires_force_instead_of_automatic_upgrade(self) -> None: with self.assertRaisesRegex(DatasetConfigMismatchError, r"cannot prove.*--force"): validate_done_for_reuse({"n_samples": 4}, self.cfg) def test_stamp_does_not_mutate_input_manifest(self) -> None: manifest = {"n_samples": 4} stamped = stamp_done_manifest(manifest, self.cfg) self.assertNotIn(DONE_CONFIG_STATE_KEY, manifest) self.assertIn(DONE_CONFIG_STATE_KEY, stamped) if __name__ == "__main__": unittest.main()