mirror of
https://github.com/elder-plinius/OBLITERATUS.git
synced 2026-08-17 16:37:30 +02:00
test: enforce transactional persistence contracts
This commit is contained in:
@@ -9,7 +9,7 @@ from unittest.mock import MagicMock
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import pytest
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import torch
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import obliteratus.abliterate as abliterate
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import obliteratus.persistence_contracts as persistence
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from obliteratus.abliterate import AbliterationPipeline, _atomic_checkpoint_directory
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@@ -55,14 +55,14 @@ def test_atomic_checkpoint_warns_if_obsolete_backup_cannot_be_removed(
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):
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destination = tmp_path / "checkpoint"
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destination.write_text("old", encoding="utf-8")
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real_remove = abliterate._remove_checkpoint_path
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real_remove = persistence._remove_checkpoint_path
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def fail_backup_cleanup(path):
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if ".backup-" in path.name:
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raise PermissionError("simulated cleanup denial")
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return real_remove(path)
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monkeypatch.setattr(abliterate, "_remove_checkpoint_path", fail_backup_cleanup)
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monkeypatch.setattr(persistence, "_remove_checkpoint_path", fail_backup_cleanup)
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with _atomic_checkpoint_directory(destination) as staging:
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(staging / "config.json").write_text("{}", encoding="utf-8")
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@@ -103,7 +103,7 @@ def test_atomic_checkpoint_restores_destination_on_promotion_failure(
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raise OSError("simulated promotion failure")
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return real_replace(source, target)
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monkeypatch.setattr(abliterate.os, "replace", fail_staging_promotion)
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monkeypatch.setattr(persistence.os, "replace", fail_staging_promotion)
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with pytest.raises(OSError, match="simulated promotion failure"):
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with _atomic_checkpoint_directory(destination) as staging:
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(staging / "new.txt").write_text("new", encoding="utf-8")
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@@ -129,7 +129,7 @@ def test_atomic_checkpoint_reports_recoverable_backup_when_rollback_fails(
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raise OSError("simulated replace failure")
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return real_replace(source, target)
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monkeypatch.setattr(abliterate.os, "replace", fail_promotion_and_restore)
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monkeypatch.setattr(persistence.os, "replace", fail_promotion_and_restore)
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with pytest.raises(RuntimeError, match="recover the previous checkpoint from"):
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with _atomic_checkpoint_directory(destination) as staging:
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(staging / "new.txt").write_text("new", encoding="utf-8")
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@@ -0,0 +1,215 @@
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"""Boundary contracts for deterministic and transactional checkpoint state."""
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from __future__ import annotations
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import json
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import os
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from pathlib import Path
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from unittest.mock import MagicMock
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import pytest
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import torch
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import obliteratus.persistence_contracts as persistence
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pytestmark = pytest.mark.cpu
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@pytest.mark.parametrize(
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("state_dict", "expected"),
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[
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({}, 0),
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({"float": torch.ones(3, dtype=torch.float32)}, 12),
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(
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{
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"half": torch.ones(5, dtype=torch.float16),
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"index": torch.ones(2, dtype=torch.int64),
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},
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26,
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),
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],
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)
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def test_state_dict_size_bytes_is_exact(state_dict, expected):
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assert persistence.state_dict_size_bytes(state_dict) == expected
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@pytest.mark.parametrize(
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("payload", "required"),
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[(0, 0), (1, 2), (9, 10), (10, 11), (101, 112)],
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)
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def test_required_checkpoint_bytes_rounds_headroom_up(payload, required):
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assert persistence.required_checkpoint_bytes(payload) == required
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def test_required_checkpoint_bytes_rejects_negative_payload():
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with pytest.raises(ValueError) as exc_info:
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persistence.required_checkpoint_bytes(-1)
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assert str(exc_info.value) == "checkpoint payload size cannot be negative"
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def test_checkpoint_capacity_accepts_exact_boundary_and_rejects_one_byte_less():
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persistence.ensure_checkpoint_capacity(free_bytes=11, payload_bytes=10)
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with pytest.raises(
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OSError,
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match=r"Insufficient disk space: 0\.0 GB free, need ~0\.0 GB",
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):
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persistence.ensure_checkpoint_capacity(free_bytes=10, payload_bytes=10)
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def test_checkpoint_capacity_error_reports_decimal_gigabytes_exactly():
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payload_bytes = 1_000_000_000_000_000_000
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with pytest.raises(OSError) as exc_info:
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persistence.ensure_checkpoint_capacity(
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free_bytes=payload_bytes,
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payload_bytes=payload_bytes,
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)
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assert str(exc_info.value) == (
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"Insufficient disk space: 1000000000.0 GB free, "
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"need ~1000000000.0 GB. "
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"Try a different --output-dir on a larger filesystem."
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)
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def test_metadata_serialization_is_stable_strict_json():
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first = persistence.serialize_checkpoint_metadata({"z": 1, "a": [True, None]})
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second = persistence.serialize_checkpoint_metadata({"a": [True, None], "z": 1})
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assert first == second
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assert json.loads(first) == {"a": [True, None], "z": 1}
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assert first == (
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'{\n "a": [\n true,\n null\n ],\n "z": 1\n}'
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)
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def test_metadata_serializer_passes_strict_format_options(monkeypatch):
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real_dumps = json.dumps
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observed = {}
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def record_dumps(metadata, **kwargs):
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observed.update(kwargs)
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return real_dumps(metadata, **kwargs)
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monkeypatch.setattr(persistence.json, "dumps", record_dumps)
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assert json.loads(persistence.serialize_checkpoint_metadata({"schema": 1})) == {
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"schema": 1,
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}
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assert observed == {"indent": 2, "sort_keys": True, "allow_nan": False}
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@pytest.mark.parametrize("value", [object(), float("nan"), float("inf")])
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def test_metadata_serialization_rejects_nonportable_values(value):
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with pytest.raises((TypeError, ValueError)):
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persistence.serialize_checkpoint_metadata({"invalid": value})
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def test_remove_checkpoint_path_handles_file_directory_symlink_and_missing(tmp_path):
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file_path = tmp_path / "file"
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file_path.write_text("data", encoding="utf-8")
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directory = tmp_path / "directory"
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directory.mkdir()
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(directory / "nested").write_text("data", encoding="utf-8")
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target = tmp_path / "target"
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target.mkdir()
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(target / "sentinel").write_text("preserve", encoding="utf-8")
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symlink = tmp_path / "link"
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symlink.symlink_to(target, target_is_directory=True)
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for path in (file_path, directory, symlink, tmp_path / "missing"):
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persistence._remove_checkpoint_path(path)
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assert not file_path.exists()
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assert not directory.exists()
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assert not symlink.exists()
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assert (target / "sentinel").read_text(encoding="utf-8") == "preserve"
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def test_remove_checkpoint_path_requests_race_safe_file_unlink():
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path = MagicMock()
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path.is_symlink.return_value = True
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persistence._remove_checkpoint_path(path)
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path.unlink.assert_called_once_with(missing_ok=True)
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path.is_file.assert_not_called()
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def test_remove_checkpoint_path_requests_best_effort_directory_cleanup(monkeypatch):
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path = MagicMock()
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path.is_symlink.return_value = False
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path.is_file.return_value = False
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path.exists.return_value = True
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remove_tree = MagicMock()
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monkeypatch.setattr(persistence.shutil, "rmtree", remove_tree)
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persistence._remove_checkpoint_path(path)
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remove_tree.assert_called_once_with(path, ignore_errors=True)
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def test_atomic_checkpoint_creates_parent_and_promotes_new_destination(tmp_path):
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destination = tmp_path / "nested" / "checkpoint"
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with persistence.atomic_checkpoint_directory(destination) as staging:
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assert staging.parent == destination.parent
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assert staging.name.startswith(".checkpoint.staging-")
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(staging / "model.bin").write_bytes(b"complete")
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assert (destination / "model.bin").read_bytes() == b"complete"
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assert list(destination.parent.glob(".checkpoint.*-*")) == []
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def test_atomic_checkpoint_cleans_staging_when_new_destination_promotion_fails(
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tmp_path,
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monkeypatch,
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):
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destination = tmp_path / "checkpoint"
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def fail_promotion(source, target):
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raise OSError(f"cannot promote {Path(source).name} to {Path(target).name}")
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monkeypatch.setattr(persistence.os, "replace", fail_promotion)
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with pytest.raises(OSError, match="cannot promote"):
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with persistence.atomic_checkpoint_directory(destination) as staging:
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(staging / "model.bin").write_bytes(b"partial")
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assert not destination.exists()
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assert list(tmp_path.glob(".checkpoint.staging-*")) == []
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def test_atomic_checkpoint_replaces_symlink_without_touching_target(tmp_path):
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target = tmp_path / "target"
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target.mkdir()
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sentinel = target / "sentinel"
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sentinel.write_text("preserve", encoding="utf-8")
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destination = tmp_path / "checkpoint"
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destination.symlink_to(target, target_is_directory=True)
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with persistence.atomic_checkpoint_directory(destination) as staging:
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(staging / "model.bin").write_bytes(b"replacement")
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assert not destination.is_symlink()
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assert (destination / "model.bin").read_bytes() == b"replacement"
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assert sentinel.read_text(encoding="utf-8") == "preserve"
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def test_atomic_checkpoint_uses_os_replace_not_copy(tmp_path, monkeypatch):
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destination = tmp_path / "checkpoint"
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calls = []
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real_replace = os.replace
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def record_replace(source, target):
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calls.append((Path(source), Path(target)))
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return real_replace(source, target)
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monkeypatch.setattr(persistence.os, "replace", record_replace)
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with persistence.atomic_checkpoint_directory(destination) as staging:
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(staging / "model.bin").write_bytes(b"saved")
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assert len(calls) == 1
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assert calls[0][1] == destination
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assert ".staging-" in calls[0][0].name
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@@ -0,0 +1,231 @@
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"""Integration contracts between checkpoint helpers and the model pipeline."""
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from __future__ import annotations
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import json
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from pathlib import Path
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from types import SimpleNamespace
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from unittest.mock import MagicMock
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import pytest
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import torch
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import obliteratus.abliterate as abliterate
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from obliteratus.abliterate import AbliterationPipeline
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pytestmark = pytest.mark.cpu
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def _pipeline(tmp_path: Path) -> AbliterationPipeline:
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pipeline = AbliterationPipeline(
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model_name="test-model",
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output_dir=str(tmp_path / "checkpoint"),
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method="basic",
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)
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pipeline._on_log = lambda _message: None
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pipeline._on_stage = lambda _event: None
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pipeline.handle = MagicMock()
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return pipeline
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def test_rebirth_rejects_invalid_metadata_before_gathering_state(tmp_path):
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pipeline = _pipeline(tmp_path)
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destination = pipeline.output_dir
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destination.mkdir()
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sentinel = destination / "sentinel"
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sentinel.write_text("old", encoding="utf-8")
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pipeline._build_metadata = MagicMock(return_value={"invalid": object()})
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pipeline._gather_state_dict = MagicMock()
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with pytest.raises(TypeError):
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pipeline._rebirth()
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pipeline._gather_state_dict.assert_not_called()
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assert sentinel.read_text(encoding="utf-8") == "old"
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def test_rebirth_insufficient_capacity_preserves_checkpoint_and_runtime_state(
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tmp_path,
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monkeypatch,
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):
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pipeline = _pipeline(tmp_path)
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destination = pipeline.output_dir
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destination.mkdir()
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sentinel = destination / "sentinel"
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sentinel.write_text("old", encoding="utf-8")
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pipeline._build_metadata = MagicMock(return_value={"schema": 1})
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pipeline._gather_state_dict = MagicMock(
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return_value={"weight": torch.ones(4, dtype=torch.float32)},
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)
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pipeline._write_local_checkpoint = MagicMock()
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pipeline._free_gpu_memory = MagicMock()
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pipeline._cleanup_offload_dir = MagicMock()
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monkeypatch.setattr(
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abliterate.shutil,
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"disk_usage",
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lambda _path: SimpleNamespace(free=16),
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)
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with pytest.raises(OSError, match="Insufficient disk space"):
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pipeline._rebirth()
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pipeline._write_local_checkpoint.assert_not_called()
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pipeline._free_gpu_memory.assert_not_called()
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pipeline._cleanup_offload_dir.assert_not_called()
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assert sentinel.read_text(encoding="utf-8") == "old"
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assert list(tmp_path.glob(".checkpoint.staging-*")) == []
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def test_rebirth_ignores_non_os_disk_probe_failure_and_promotes_checkpoint(
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tmp_path,
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monkeypatch,
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):
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pipeline = _pipeline(tmp_path)
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pipeline._build_metadata = MagicMock(return_value={"schema": 1})
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state_dict = {"weight": torch.ones(1)}
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pipeline._gather_state_dict = MagicMock(return_value=state_dict)
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def write_checkpoint(checkpoint_dir, metadata_json, received_state_dict):
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assert json.loads(metadata_json) == {"schema": 1}
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assert received_state_dict is state_dict
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(checkpoint_dir / "model.bin").write_bytes(b"saved")
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pipeline._write_local_checkpoint = MagicMock(side_effect=write_checkpoint)
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pipeline._free_gpu_memory = MagicMock()
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pipeline._cleanup_offload_dir = MagicMock()
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def fail_probe(_path):
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raise RuntimeError("filesystem probe unavailable")
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monkeypatch.setattr(abliterate.shutil, "disk_usage", fail_probe)
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assert pipeline._rebirth() == pipeline.output_dir
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assert (pipeline.output_dir / "model.bin").read_bytes() == b"saved"
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pipeline._free_gpu_memory.assert_called_once_with()
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pipeline._cleanup_offload_dir.assert_called_once_with()
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def test_rebirth_pushes_only_after_local_checkpoint_promotion(tmp_path, monkeypatch):
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import huggingface_hub
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pipeline = _pipeline(tmp_path)
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pipeline.push_to_hub = "auto"
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pipeline.hub_token = "test-token"
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pipeline.hub_community_org = "test-org"
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pipeline._build_metadata = MagicMock(return_value={"schema": 1})
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pipeline._gather_state_dict = MagicMock(return_value={"weight": torch.ones(1)})
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pipeline._free_gpu_memory = MagicMock()
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pipeline._cleanup_offload_dir = MagicMock()
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def write_checkpoint(checkpoint_dir, _metadata_json, _state_dict):
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(checkpoint_dir / "model.bin").write_bytes(b"saved")
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pipeline._write_local_checkpoint = MagicMock(side_effect=write_checkpoint)
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api = MagicMock()
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api_factory = MagicMock(return_value=api)
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monkeypatch.setattr(huggingface_hub, "HfApi", api_factory)
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auto_name = MagicMock(return_value="test-org/test-model-OBLITERATED")
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monkeypatch.setattr(abliterate, "auto_hub_repo_id", auto_name)
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assert pipeline._rebirth() == pipeline.output_dir
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assert (pipeline.output_dir / "model.bin").read_bytes() == b"saved"
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api_factory.assert_called_once_with(token="test-token")
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auto_name.assert_called_once_with(
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"test-model",
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api=api,
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org="test-org",
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)
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api.create_repo.assert_called_once_with(
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"test-org/test-model-OBLITERATED",
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exist_ok=True,
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)
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api.upload_folder.assert_called_once_with(
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folder_path=str(pipeline.output_dir),
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repo_id="test-org/test-model-OBLITERATED",
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commit_message="OBLITERATUS: abliterated test-model (basic)",
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)
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def test_rebirth_uses_fallback_token_for_explicit_hub_destination(
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tmp_path,
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monkeypatch,
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):
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import huggingface_hub
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pipeline = _pipeline(tmp_path)
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pipeline.push_to_hub = "test-org/explicit-repo"
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pipeline._build_metadata = MagicMock(return_value={"schema": 1})
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pipeline._gather_state_dict = MagicMock(return_value={"weight": torch.ones(1)})
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pipeline._write_local_checkpoint = MagicMock(
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side_effect=lambda path, *_args: (path / "model.bin").write_bytes(b"saved"),
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)
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pipeline._free_gpu_memory = MagicMock()
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pipeline._cleanup_offload_dir = MagicMock()
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api = MagicMock()
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api_factory = MagicMock(return_value=api)
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monkeypatch.setattr(huggingface_hub, "HfApi", api_factory)
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monkeypatch.setenv("HF_TOKEN", "fallback-token")
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pipeline._rebirth()
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api_factory.assert_called_once_with(token="fallback-token")
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api.create_repo.assert_called_once_with(
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"test-org/explicit-repo",
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exist_ok=True,
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)
|
||||
|
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def test_write_local_checkpoint_strips_runtime_only_state_and_writes_metadata(
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tmp_path,
|
||||
monkeypatch,
|
||||
):
|
||||
import obliteratus.lora_ablation as lora_ablation
|
||||
|
||||
class Quantizer:
|
||||
def __init__(self):
|
||||
self.models = []
|
||||
|
||||
def remove_quantization_config(self, model):
|
||||
self.models.append(model)
|
||||
|
||||
class Model:
|
||||
def __init__(self):
|
||||
self.hf_quantizer = Quantizer()
|
||||
self._weight_conversions = {"legacy": "conversion"}
|
||||
self.saved = None
|
||||
|
||||
def save_pretrained(self, path, **kwargs):
|
||||
self.saved = (path, kwargs)
|
||||
|
||||
pipeline = _pipeline(tmp_path)
|
||||
model = Model()
|
||||
tokenizer = MagicMock()
|
||||
pipeline.handle = SimpleNamespace(model=model, tokenizer=tokenizer)
|
||||
pipeline._lora_adapters = {"layer": (torch.ones(1), torch.ones(1))}
|
||||
checkpoint_dir = tmp_path / "staging"
|
||||
adapter_path = checkpoint_dir / "lora"
|
||||
save_adapters = MagicMock(return_value=adapter_path)
|
||||
monkeypatch.setattr(lora_ablation, "save_lora_adapters", save_adapters)
|
||||
state_dict = {"weight": torch.ones(1)}
|
||||
metadata_json = '{"schema": 1}'
|
||||
checkpoint_dir.mkdir()
|
||||
|
||||
pipeline._write_local_checkpoint(checkpoint_dir, metadata_json, state_dict)
|
||||
|
||||
assert model.hf_quantizer.models == [model]
|
||||
assert not hasattr(model, "_weight_conversions")
|
||||
assert model.saved == (
|
||||
checkpoint_dir,
|
||||
{
|
||||
"state_dict": state_dict,
|
||||
"max_shard_size": "2GB",
|
||||
"save_original_format": False,
|
||||
},
|
||||
)
|
||||
tokenizer.save_pretrained.assert_called_once_with(checkpoint_dir)
|
||||
save_adapters.assert_called_once_with(pipeline._lora_adapters, checkpoint_dir)
|
||||
assert (checkpoint_dir / "abliteration_metadata.json").read_text(
|
||||
encoding="utf-8",
|
||||
) == metadata_json
|
||||
@@ -18,7 +18,9 @@ def test_mutation_campaign_preloads_native_modules_before_covered_line_discovery
|
||||
|
||||
assert "mutate_only_covered_lines = true" in mutmut_config
|
||||
assert '"obliteratus/runtime_contracts.py"' in mutmut_config
|
||||
assert '"obliteratus/persistence_contracts.py"' in mutmut_config
|
||||
assert '"tests/test_runtime_contracts.py"' in mutmut_config
|
||||
assert '"tests/test_persistence_contracts.py"' in mutmut_config
|
||||
assert "import torch, yaml; from mutmut.__main__ import cli; cli()" in workflow
|
||||
|
||||
|
||||
|
||||
Reference in New Issue
Block a user