Document-Audit-RAG / tests /test_audit.py
Mayank Chugh
Deploy DocuAudit AI to Hugging Face Space (no binaries)
d44b33d
"""Tests for audit log list, detail, filters, and post-query persistence."""
import asyncio
from unittest.mock import AsyncMock
from uuid import uuid4
import pytest
from fastapi.testclient import TestClient
from api.config import Settings
from api.main import app
from models.responses import SourceCitation
from rag.retriever import RetrievedChunk
from storage.audit_store import persist_query_audit
def _seed_audit(settings: Settings, question: str = "What are key risks?", user_id: str = "analyst_001") -> str:
query_id = str(uuid4())
asyncio.run(
persist_query_audit(
settings.audit_db_path,
query_id=query_id,
action="query",
user_id=user_id,
question=question,
collection_name="default",
answer="Grounded answer text for audit trail.",
sources=[
SourceCitation(
document_name="report.pdf",
page_number=3,
chunk_text="Risk disclosure excerpt.",
relevance_score=0.9,
)
],
model_used="ollama:llama3.1:8b",
tokens_used=120,
response_time_ms=50,
kind="ask",
)
)
return query_id
def test_audit_logs_and_detail_success(client, settings):
query_id = _seed_audit(settings)
list_response = client.get("/audit/logs?limit=10&offset=0")
assert list_response.status_code == 200
body = list_response.json()
assert "logs" in body
assert body["total"] >= 1
assert any(entry["query_id"] == query_id for entry in body["logs"])
detail_response = client.get(f"/audit/logs/{query_id}")
assert detail_response.status_code == 200
detail = detail_response.json()
assert detail["query_id"] == query_id
assert detail["question"] == "What are key risks?"
assert detail["full_answer"] == "Grounded answer text for audit trail."
assert len(detail["sources"]) == 1
assert detail["sources"][0]["document_name"] == "report.pdf"
def test_audit_logs_filter_by_user_id(client, settings):
q1 = _seed_audit(settings, question="Q one", user_id="user_a")
_seed_audit(settings, question="Q two", user_id="user_b")
r = client.get("/audit/logs", params={"user_id": "user_a", "limit": 50, "offset": 0})
assert r.status_code == 200
body = r.json()
ids = {e["query_id"] for e in body["logs"]}
assert q1 in ids
assert all(e["user_id"] == "user_a" for e in body["logs"])
def test_audit_logs_filter_by_from_date(client, settings):
query_id = str(uuid4())
asyncio.run(
persist_query_audit(
settings.audit_db_path,
query_id=query_id,
action="query",
user_id="u",
question="Future dated row",
collection_name="default",
answer="A",
sources=[],
model_used="m",
tokens_used=0,
response_time_ms=1,
kind="ask",
)
)
r = client.get("/audit/logs", params={"from_date": "2099-01-01T00:00:00Z", "limit": 50, "offset": 0})
assert r.status_code == 200
body = r.json()
assert query_id not in {e["query_id"] for e in body["logs"]}
def test_audit_logs_filter_by_to_date(client, settings):
"""Spec: date filtering on /audit/logs (upper bound)."""
query_id = str(uuid4())
asyncio.run(
persist_query_audit(
settings.audit_db_path,
query_id=query_id,
action="query",
user_id="u",
question="Recent row",
collection_name="default",
answer="B",
sources=[],
model_used="m",
tokens_used=0,
response_time_ms=1,
kind="ask",
)
)
r = client.get("/audit/logs", params={"to_date": "2000-01-01T00:00:00Z", "limit": 50, "offset": 0})
assert r.status_code == 200
body = r.json()
assert query_id not in {e["query_id"] for e in body["logs"]}
def test_ask_is_logged_after_query_ask(client, monkeypatch):
"""Spec: ask is logged after POST /query/ask."""
chunks = [
RetrievedChunk(
text="Audit trail test chunk.",
score=0.9,
source="audit-test.txt",
page=1,
chunk_index=0,
)
]
monkeypatch.setattr("api.routes.query.create_embedding_function", lambda: object())
monkeypatch.setattr("api.routes.query.get_vector_store", lambda **_: object())
monkeypatch.setattr("api.routes.query.retrieve_chunks", lambda *_: chunks)
monkeypatch.setattr(
"api.routes.query.answer_with_grounding",
lambda *_: ("Answer stored in audit.", 11),
)
ask = client.post(
"/query/ask",
json={
"question": "What should appear in the audit log?",
"collection_name": "default",
"user_id": "audit_user",
},
)
assert ask.status_code == 200
query_id = ask.json()["query_id"]
detail = client.get(f"/audit/logs/{query_id}")
assert detail.status_code == 200
body = detail.json()
assert body["user_id"] == "audit_user"
assert body["full_answer"] == "Answer stored in audit."
assert body["question"] == "What should appear in the audit log?"
def test_summarise_is_logged_after_query_summarise(client, monkeypatch):
"""Spec: summarise is logged after POST /query/summarise."""
chunks = [
RetrievedChunk(
text="Summary source chunk.",
score=0.85,
source="summary.md",
page=2,
chunk_index=0,
)
]
monkeypatch.setattr("api.routes.query.create_embedding_function", lambda: object())
monkeypatch.setattr("api.routes.query.get_vector_store", lambda **_: object())
monkeypatch.setattr("api.routes.query.retrieve_chunks", lambda *_: chunks)
monkeypatch.setattr(
"api.routes.query.summarise_with_grounding",
lambda *_, **__: ("Collection summary for audit.", 7),
)
monkeypatch.setattr("api.routes.query.collection_document_count", lambda *_: 2)
summarise = client.post(
"/query/summarise",
json={"collection_name": "default", "focus": "key themes", "user_id": "sum_user"},
)
assert summarise.status_code == 200
query_id = summarise.json()["query_id"]
detail = client.get(f"/audit/logs/{query_id}")
assert detail.status_code == 200
assert detail.json()["full_answer"] == "Collection summary for audit."
assert detail.json()["user_id"] == "sum_user"
def test_audit_logs_validation_error_for_bad_limit(client):
response = client.get("/audit/logs?limit=0&offset=0")
assert response.status_code == 422
def test_audit_detail_not_found(client):
response = client.get("/audit/logs/does-not-exist")
assert response.status_code == 404
assert "not found" in response.json()["detail"].lower()
def test_audit_logs_returns_500_on_store_failure(settings, monkeypatch):
monkeypatch.setattr("api.main.get_settings", lambda: settings)
monkeypatch.setattr("api.routes.audit.get_settings", lambda: settings)
monkeypatch.setattr(
"api.routes.audit.list_audit_events",
AsyncMock(side_effect=RuntimeError("audit store failure")),
)
with TestClient(app, raise_server_exceptions=False) as test_client:
response = test_client.get("/audit/logs")
assert response.status_code == 500