from __future__ import annotations import json import sys from pathlib import Path ROOT = Path(__file__).resolve().parents[2] sys.path.insert(0, str(ROOT / "scripts")) import report_quality_metrics as metrics_script # noqa: E402 def write_jsonl(path: Path, records: list[dict]) -> None: path.parent.mkdir(parents=True, exist_ok=True) with path.open("w", encoding="utf-8") as handle: for record in records: handle.write(json.dumps(record, ensure_ascii=False) + "\n") def test_report_quality_metrics_summarizes_failures_and_breakdowns(tmp_path: Path) -> None: root = tmp_path / "reports" / "observability" / "onec-agent" write_jsonl( root / "turn_audit" / "20260705.jsonl", [ { "event_type": "turn_audit", "timestamp": "2026-07-01T10:00:00+00:00", "outcome": "success", "failure_type": "none", "user_text": "ok", }, { "event_type": "turn_audit", "timestamp": "2026-07-02T10:00:00+00:00", "outcome": "failure", "failure_type": "adapter_error", "user_text": "Повтори проверку", }, { "event_type": "turn_audit", "timestamp": "2026-07-03T10:00:00+00:00", "outcome": "failure", "failure_type": "adapter_error", "user_text": "Повтори проверку", }, ], ) write_jsonl( root / "model_calls" / "20260705.jsonl", [ {"event_type": "model_calls", "route_name": "1c", "served_model_name": "stub-model", "latency_ms": 40}, {"event_type": "model_calls", "route_name": "1c", "served_model_name": "stub-model", "latency_ms": 60}, ], ) write_jsonl( root / "tool_calls" / "20260705.jsonl", [ {"event_type": "tool_calls", "tool_name": "tool.echo", "duration_ms": 7}, {"event_type": "tool_calls", "tool_name": "tool.echo", "duration_ms": 9}, ], ) write_jsonl( root / "retrieval_events" / "20260705.jsonl", [ {"event_type": "retrieval_events", "plugin": "1c", "profile": "official", "sources_json": [{"a": 1}, {"a": 2}]}, ], ) records = metrics_script.iter_records(tmp_path / "reports" / "observability") summary = metrics_script.summarize(records, limit=10) assert summary["records"] == 8 assert summary["weekly_turns"][0]["turns"] == 3 assert summary["weekly_turns"][0]["failure"] == 2 assert summary["top_failure_types"][0] == {"key": "adapter_error", "count": 2} assert summary["top_repeated_failed_prompts"][0] == {"key": "Повтори проверку", "count": 2} assert summary["model_breakdown"][0]["key"] == "1c :: stub-model" assert summary["model_breakdown"][0]["avg_latency_ms"] == 50 assert summary["tool_breakdown"][0]["key"] == "tool.echo" assert summary["tool_breakdown"][0]["avg_duration_ms"] == 8 assert summary["rag_breakdown"][0]["key"] == "1c :: official" assert summary["rag_breakdown"][0]["avg_sources"] == 2.0 def test_report_quality_metrics_writes_output_file(tmp_path: Path) -> None: output = tmp_path / "quality-report.json" payload = {"records": 1, "weekly_turns": []} metrics_script.write_report(output, payload) assert json.loads(output.read_text(encoding="utf-8"))["records"] == 1