UPDATE
This commit is contained in:
@@ -2,51 +2,54 @@ from unittest.mock import patch
|
||||
|
||||
from django.test import SimpleTestCase
|
||||
|
||||
from rag.chat import build_chat_context
|
||||
from rag.chat import build_rag_context
|
||||
|
||||
|
||||
class ChatContextTests(SimpleTestCase):
|
||||
@patch("rag.chat.search_with_query")
|
||||
@patch("rag.chat._rank_text_chunks_by_query")
|
||||
@patch("rag.chat.search_with_texts")
|
||||
@patch("rag.chat.chunk_text")
|
||||
def test_build_chat_context_combines_farm_and_kb_context(
|
||||
def test_build_rag_context_includes_full_farm_and_kb_results(
|
||||
self,
|
||||
mock_chunk_text,
|
||||
mock_rank_text_chunks_by_query,
|
||||
mock_search_with_query,
|
||||
mock_search_with_texts,
|
||||
):
|
||||
mock_chunk_text.return_value = ["chunk-a", "chunk-b"]
|
||||
mock_rank_text_chunks_by_query.return_value = ["chunk-b"]
|
||||
mock_search_with_query.return_value = [
|
||||
{"text": "kb text 1"},
|
||||
{"text": "kb text 2"},
|
||||
mock_chunk_text.return_value = ["farm chunk 1", "farm chunk 2"]
|
||||
mock_search_with_texts.return_value = [
|
||||
{"id": "kb-1", "score": 0.8, "text": "kb text 1", "metadata": {}},
|
||||
{"id": "kb-2", "score": 0.7, "text": "kb text 2", "metadata": {}},
|
||||
]
|
||||
|
||||
context = build_chat_context(
|
||||
context = build_rag_context(
|
||||
query="وضعیت مزرعه چطور است؟",
|
||||
farm_uuid="farm-123",
|
||||
sensor_uuid="farm-123",
|
||||
service_id="chat",
|
||||
farm_details={"sensor_payload": {"sensor-7-1": {"soil_moisture": 30}}},
|
||||
)
|
||||
|
||||
self.assertIn("[بخشهای مرتبط بازیابیشده از اطلاعات مزرعه]", context)
|
||||
self.assertIn("chunk-b", context)
|
||||
self.assertIn("[اطلاعات بازیابیشده از پایگاه دانش]", context)
|
||||
self.assertIn("[اطلاعات کامل مزرعه]", context)
|
||||
self.assertIn("soil_moisture", context)
|
||||
self.assertIn("[متنهای مرجع]", context)
|
||||
self.assertIn("kb text 1", context)
|
||||
self.assertIn("kb text 2", context)
|
||||
mock_search_with_texts.assert_called_once()
|
||||
sent_texts = mock_search_with_texts.call_args.kwargs["texts"]
|
||||
self.assertEqual(sent_texts[0], "وضعیت مزرعه چطور است؟")
|
||||
self.assertIn("farm chunk 1", sent_texts)
|
||||
self.assertIn("farm chunk 2", sent_texts)
|
||||
|
||||
@patch("rag.chat.search_with_query", return_value=[])
|
||||
@patch("rag.chat._rank_text_chunks_by_query", return_value=[])
|
||||
@patch("rag.chat.search_with_texts", return_value=[])
|
||||
@patch("rag.chat.chunk_text", return_value=["farm chunk"])
|
||||
def test_build_chat_context_falls_back_to_full_farm_context(
|
||||
def test_build_rag_context_returns_full_farm_when_kb_empty(
|
||||
self,
|
||||
_mock_chunk_text,
|
||||
_mock_rank_text_chunks_by_query,
|
||||
_mock_search_with_query,
|
||||
_mock_search_with_texts,
|
||||
):
|
||||
context = build_chat_context(
|
||||
context = build_rag_context(
|
||||
query="رطوبت چقدر است؟",
|
||||
farm_uuid="farm-123",
|
||||
sensor_uuid="farm-123",
|
||||
service_id="chat",
|
||||
farm_details={"sensor_payload": {"sensor-7-1": {"soil_moisture": 30}}},
|
||||
)
|
||||
|
||||
self.assertEqual(context, "")
|
||||
self.assertIn("[اطلاعات کامل مزرعه]", context)
|
||||
self.assertIn("soil_moisture", context)
|
||||
|
||||
@@ -68,6 +68,46 @@ class RecommendationServiceDefaultsTests(TestCase):
|
||||
mock_build_rag_context.assert_called_once()
|
||||
mock_build_plant_text.assert_called_once_with("گوجهفرنگی", "میوهدهی")
|
||||
mock_build_irrigation_method_text.assert_called_once_with("آبیاری قطرهای")
|
||||
self.assertEqual(
|
||||
result["selected_irrigation_method"]["name"],
|
||||
"آبیاری قطرهای",
|
||||
)
|
||||
|
||||
@patch("rag.services.irrigation.calculate_forecast_water_needs", return_value=[])
|
||||
@patch("rag.services.irrigation.resolve_kc", return_value=0.9)
|
||||
@patch("rag.services.irrigation.resolve_crop_profile", return_value={})
|
||||
@patch("rag.services.irrigation.build_irrigation_method_text", return_value="method text")
|
||||
@patch("rag.services.irrigation.build_plant_text", return_value="plant text")
|
||||
@patch("rag.services.irrigation.build_rag_context", return_value="")
|
||||
@patch("rag.services.irrigation.get_chat_client")
|
||||
def test_irrigation_recommendation_persists_selected_method_on_farm(
|
||||
self,
|
||||
mock_get_chat_client,
|
||||
_mock_build_rag_context,
|
||||
_mock_build_plant_text,
|
||||
mock_build_irrigation_method_text,
|
||||
_mock_resolve_crop_profile,
|
||||
_mock_resolve_kc,
|
||||
_mock_calculate_forecast_water_needs,
|
||||
):
|
||||
sprinkler = IrrigationMethod.objects.create(name="بارانی")
|
||||
self.farm.irrigation_method = None
|
||||
self.farm.save(update_fields=["irrigation_method", "updated_at"])
|
||||
|
||||
mock_response = Mock()
|
||||
mock_response.choices = [Mock(message=Mock(content='{"plan": {"frequencyPerWeek": 4}}'))]
|
||||
mock_get_chat_client.return_value.chat.completions.create.return_value = mock_response
|
||||
|
||||
result = get_irrigation_recommendation(
|
||||
sensor_uuid=str(self.farm_uuid),
|
||||
growth_stage="میوهدهی",
|
||||
irrigation_method_name="بارانی",
|
||||
)
|
||||
|
||||
self.farm.refresh_from_db()
|
||||
self.assertEqual(self.farm.irrigation_method_id, sprinkler.id)
|
||||
self.assertEqual(result["selected_irrigation_method"]["id"], sprinkler.id)
|
||||
mock_build_irrigation_method_text.assert_called_once_with("بارانی")
|
||||
|
||||
@patch("rag.services.fertilization.build_plant_text", return_value="plant text")
|
||||
@patch("rag.services.fertilization.build_rag_context", return_value="")
|
||||
|
||||
Reference in New Issue
Block a user