"""Evaluation harness contract. Does not prove live model quality.""" from __future__ import annotations import os import sys import tempfile from pathlib import Path ROOT = Path(__file__).resolve().parents[1] sys.path.insert(0, str(ROOT)) os.environ["KANSHO_DB_PATH"] = str(Path(tempfile.gettempdir()) / "kansho-journal-eval-test.sqlite") os.environ["KANSHO_FAKE_PROVIDER"] = "1" os.environ["KANSHO_FAKE_DETECT"] = "1" Path(os.environ["KANSHO_DB_PATH"]).unlink(missing_ok=True) from db import init_db from journal_editorial import GENERATE_SEED_REVISION from journal_eval import ( FIXTURES, PROFILE_A, PROFILE_B, SYNTHETIC_PROSE, SYNTHETIC_TYPOS, VARIANT_BASELINE, VARIANT_CURRENT, VARIANT_PREVIOUS, compare_synthetic, fixture_context, score_output, variant_templates, ) def expect(ok: bool, message: str) -> None: if not ok: raise SystemExit(f"FAIL: {message}") print(f"OK {message}") def main() -> None: init_db() templates = variant_templates() expect(set(templates) == {VARIANT_BASELINE, VARIANT_PREVIOUS, VARIANT_CURRENT}, "three comparison variants exist") expect("Erstelle aus diesen Angaben einen ansprechenden persönlichen Tagebucheintrag" in templates[VARIANT_BASELINE], "baseline is a simple rewrite prompt") expect("CURRENT_DAY_SOURCES" in templates[VARIANT_CURRENT], "current variant uses the production prompt") expect("INHALTSTREUE" in templates[VARIANT_CURRENT], "current variant has the new contract") expect("{{transformation_instructions}}" in templates[VARIANT_CURRENT], "current variant compiles transformation policy") expect("{{source_mode_instructions}}" not in templates[VARIANT_CURRENT], "current variant has no source-mode placeholder") expect("Zwinge nicht den gesamten Tag in einen einzigen Quellenmodus." in templates[VARIANT_CURRENT], "current variant has mixed-source instruction") expect("ich gieng zum laden" not in templates[VARIANT_CURRENT], "current variant has no synthetic examples") expect(GENERATE_SEED_REVISION == "2026-08-29-voice-legacy-immutable-v1", "eval tracks the seeded revision constant") required_classes = { "already_narrative_with_errors", "bullet_points_and_fragments", "plan_versus_completion", "negation_and_uncertainty", "correction_of_earlier_claim", "imprecise_time", "outstanding_event_among_everyday", "recurring_people_and_projects", "incomplete_source_rebuildable", } got = {item["class"] for item in FIXTURES} expect(required_classes <= got, f"all required fixture classes exist, missing {required_classes - got}") expect(all("example.test" not in item["source"].lower() for item in FIXTURES), "fixtures stay synthetic") context = fixture_context(SYNTHETIC_PROSE) expect("source_mode_instructions" not in context, "eval context has no source-mode instruction") expect("editorial_mode" not in context, "eval context has no editorial mode") copied = score_output(SYNTHETIC_PROSE, SYNTHETIC_PROSE, typos=SYNTHETIC_TYPOS) expect(copied["lexical_similarity"] == 1.0, "identical text is similarity 1") expect(copied["spelling_typos_remaining"] == list(SYNTHETIC_TYPOS) or "zimlich" in copied["spelling_typos_remaining"], "copy keeps typos") improved = score_output( SYNTHETIC_PROSE, "Ich ging dann zum Markt, auf dem es ziemlich voll war. Vielleicht bleibe ich kürzer.", typos=SYNTHETIC_TYPOS, ) expect("zimlich" in improved["spelling_typos_fixed"], "metrics record typo fixes") expect(improved["lexical_similarity"] < 1.0, "rewrite is not identical") expect("markt" in [item.lower() for item in improved["lost_info_tokens"]] or improved["fact_token_keep"] > 0.2, "fact keep is scored") expect("private" not in str(improved).lower(), "synthetic scores contain no private fixtures") notes = next(item for item in FIXTURES if item["id"] == "notes_fragments") expect("markt" in notes["source"].lower(), "notes fixture stays notes-shaped") incomplete = next(item for item in FIXTURES if item["id"] == "incomplete_clause") expect("danach sprach ich mit dem" in incomplete["source"].lower(), "incomplete fixture stays incomplete prose") report = compare_synthetic(live=False) expect(report["live"] is False, "default eval is offline") expect(report["live_quality_confirmed"] is False, "offline run does not confirm live quality") expect(report["winner_declared"] is False, "harness does not declare a winner") expect(len(report["fixtures"]) == len(FIXTURES), "offline report covers every fixture") first = report["fixtures"][0] expect("human_blind" in first and "prompt_1" in first["human_blind"], "each fixture has a blind pair") expect(first["human_blind"]["hidden_mapping"]["prompt_1"] == VARIANT_CURRENT, "mapping stays machine-side") expect("Kanshō habe gewonnen" not in report["note"], "no victory claim") expect(any(item["variant"] == VARIANT_CURRENT and item["fake_provider"] for item in first["variants"]), "offline current variant is fake") ab = compare_synthetic(live=False, profile_ab=True) expect(ab["profile_ab"]["same_facts"] is True, "profile A/B keeps facts identical") expect(ab["profile_ab"]["prompts_differ"] is True, "rendered prompts contain different style briefs") expect(PROFILE_A[:20] != PROFILE_B[:20], "synthetic profiles are distinct") expect("Live-Prosa" in (ab["profile_ab"]["note"] or ""), "offline A/B does not claim live prose") print("journal eval tests passed.") if __name__ == "__main__": main()