Files
planet/backend/tests/test_datasource_mapping.py
2026-04-28 16:10:17 +08:00

200 lines
6.3 KiB
Python

from types import SimpleNamespace
import pytest
from httpx import ASGITransport, AsyncClient
from app.api.v1.datasource_config import get_ai_provider_client
from app.core.security import get_current_user
from app.core.target_schema_registry import get_target_schema, list_target_schemas
from app.main import app
from app.models.user import User
from app.services.datasource_mapping import execute_mapping, persist_mapped_records, redact_for_llm
SAMPLE_AIS = {
"data": [
{
"mmsi": "257123000",
"latitude": "59.91",
"longitude": "10.75",
"speedOverGround": "12.4",
"timestamp": "2026-04-28T00:00:00Z",
"api_token": "secret-value",
}
]
}
def test_registry_exposes_v1_target_schemas():
keys = {schema["key"] for schema in list_target_schemas()}
assert {"vessel_ais", "geo_points", "generic_records"}.issubset(keys)
assert get_target_schema("vessel_ais").destination == "vessel_position"
def test_mapping_engine_maps_and_validates_vessel_ais():
mapping = {
"source": {"items_path": "$.data[*]"},
"fields": {
"mmsi": {"path": "$.mmsi", "type": "integer"},
"lat": {"path": "$.latitude", "type": "float"},
"lon": {"path": "$.longitude", "type": "float"},
"sog": {"path": "$.speedOverGround", "type": "float"},
"received_at": {"path": "$.timestamp", "type": "datetime"},
},
}
result = execute_mapping(SAMPLE_AIS, mapping, "vessel_ais")
assert result["mapped_count"] == 1
assert result["failed_count"] == 0
assert result["records"][0]["mmsi"] == 257123000
assert result["records"][0]["lat"] == 59.91
def test_mapping_engine_reports_schema_errors():
mapping = {
"source": {"items_path": "$.data[*]"},
"fields": {
"mmsi": {"path": "$.mmsi", "type": "integer"},
"lat": {"path": "$.missing_lat", "type": "float"},
"lon": {"path": "$.longitude", "type": "float"},
},
}
result = execute_mapping(SAMPLE_AIS, mapping, "vessel_ais")
assert result["mapped_count"] == 0
assert result["failed_count"] == 1
assert any("lat" in error for error in result["errors"][0]["errors"])
def test_redact_for_llm_masks_secret_like_fields():
redacted = redact_for_llm(SAMPLE_AIS)
assert redacted["data"][0]["api_token"] == "[REDACTED]"
@pytest.mark.asyncio
async def test_persist_mapped_records_writes_generic_records():
class FakeDB:
def __init__(self):
self.added = []
self.committed = False
def add(self, value):
self.added.append(value)
async def commit(self):
self.committed = True
db = FakeDB()
count = await persist_mapped_records(
db,
datasource_name="custom_weather",
datasource_config_id=42,
target_schema="generic_records",
records=[{"source_id": "row-1", "data": {"temp": 25}}],
mapping_version=3,
)
assert count == 1
assert db.committed is True
assert db.added[0].source == "custom_weather"
assert db.added[0].data_type == "generic_records"
assert db.added[0].extra_data["mapping_version"] == 3
@pytest.mark.asyncio
async def test_mapping_preview_api_uses_deterministic_engine():
def override_get_current_user():
return User(
id=1,
username="testuser",
email="test@example.com",
password_hash="hashed",
role="admin",
is_active=True,
)
app.dependency_overrides = {get_current_user: override_get_current_user}
transport = ASGITransport(app=app)
try:
async with AsyncClient(transport=transport, base_url="http://test") as client:
response = await client.post(
"/api/v1/datasources/mappings/preview",
json={
"sample_payload": SAMPLE_AIS,
"target_schema": "vessel_ais",
"mapping_json": {
"source": {"items_path": "$.data[*]"},
"fields": {
"mmsi": {"path": "$.mmsi", "type": "integer"},
"lat": {"path": "$.latitude", "type": "float"},
"lon": {"path": "$.longitude", "type": "float"},
},
},
},
)
finally:
app.dependency_overrides.clear()
assert response.status_code == 200
payload = response.json()
assert payload["success"] is True
assert payload["preview"]["records"][0]["mmsi"] == 257123000
@pytest.mark.asyncio
async def test_mapping_propose_api_redacts_sample_before_ai():
seen_context = {}
class FakeAIClient:
async def analyze(self, request, request_id=None):
seen_context.update(request.context)
return SimpleNamespace(
content=(
'{"source":{"items_path":"$.data[*]"},"fields":{'
'"mmsi":{"path":"$.mmsi","type":"integer"},'
'"lat":{"path":"$.latitude","type":"float"},'
'"lon":{"path":"$.longitude","type":"float"}}}'
)
)
def override_get_current_user():
return User(
id=1,
username="testuser",
email="test@example.com",
password_hash="hashed",
role="admin",
is_active=True,
)
def override_ai_client():
return FakeAIClient()
app.dependency_overrides = {
get_current_user: override_get_current_user,
get_ai_provider_client: override_ai_client,
}
transport = ASGITransport(app=app)
try:
async with AsyncClient(transport=transport, base_url="http://test") as client:
response = await client.post(
"/api/v1/datasources/mappings/propose",
json={
"sample_payload": SAMPLE_AIS,
"target_schema": "vessel_ais",
"use_ai": True,
},
)
finally:
app.dependency_overrides.clear()
assert response.status_code == 200
payload = response.json()
assert payload["mapping_json"]["meta"]["generated_by"] == "ai_provider"
assert seen_context["sample_payload"]["data"][0]["api_token"] == "[REDACTED]"