| """Tests for REST API parameter forwarding. |
| |
| Verifies that the Pydantic request models in server/main.py correctly accept |
| and forward all parameters supported by the underlying Memory class methods, |
| including limit, threshold, infer, memory_type, and prompt — which were |
| previously silently dropped by Pydantic v2's default extra='ignore' behavior. |
| """ |
|
|
| import importlib |
| import os |
| from unittest.mock import MagicMock, patch |
|
|
| import pytest |
|
|
| pytest.importorskip("fastapi", reason="fastapi not installed") |
|
|
| from fastapi.testclient import TestClient |
|
|
|
|
| |
| |
| |
|
|
| @pytest.fixture |
| def _mock_memory(): |
| """Patch Memory.from_config so the server imports without a real backend.""" |
| mock_instance = MagicMock() |
| mock_instance.add.return_value = {"results": [{"id": "mem-1", "event": "ADD", "memory": "test"}]} |
| mock_instance.search.return_value = [{"id": "mem-1", "memory": "test", "score": 0.9}] |
| mock_instance.get.return_value = {"id": "mem-1", "memory": "test memory"} |
| mock_instance.get_all.return_value = [{"id": "mem-1", "memory": "test memory"}] |
| mock_instance.update.return_value = {"message": "Memory updated"} |
| mock_instance.history.return_value = [{"id": "mem-1", "old_memory": "a", "new_memory": "b"}] |
| mock_instance.delete.return_value = None |
| mock_instance.delete_all.return_value = {"message": "Memories deleted"} |
| mock_instance.reset.return_value = None |
|
|
| with patch.dict(os.environ, {"OPENAI_API_KEY": "fake-key", "ADMIN_API_KEY": ""}): |
| with patch("mem0.Memory.from_config", return_value=mock_instance): |
| yield mock_instance |
|
|
|
|
| @pytest.fixture |
| def client(_mock_memory): |
| """Return a TestClient wired to the server app with mocked Memory.""" |
| import server.main as server_main |
| with patch.dict(os.environ, {"ADMIN_API_KEY": ""}): |
| importlib.reload(server_main) |
| return TestClient(server_main.app) |
|
|
|
|
| @pytest.fixture |
| def mock_memory(_mock_memory): |
| return _mock_memory |
|
|
|
|
| |
| |
| |
|
|
| class TestSearchLimit: |
| """Verify that the limit parameter is accepted and forwarded to Memory.search().""" |
|
|
| def test_limit_forwarded(self, client, mock_memory): |
| resp = client.post("/search", json={"query": "food", "user_id": "u1", "limit": 5}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert kwargs["limit"] == 5 |
|
|
| def test_limit_one(self, client, mock_memory): |
| resp = client.post("/search", json={"query": "food", "user_id": "u1", "limit": 1}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert kwargs["limit"] == 1 |
|
|
| def test_limit_omitted_uses_memory_default(self, client, mock_memory): |
| """When limit is not sent, it should not appear in the kwargs, |
| allowing Memory.search() to use its own default (100).""" |
| resp = client.post("/search", json={"query": "food", "user_id": "u1"}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert "limit" not in kwargs |
|
|
|
|
| |
| |
| |
|
|
| class TestSearchThreshold: |
| """Verify that the threshold parameter is accepted and forwarded.""" |
|
|
| def test_threshold_forwarded(self, client, mock_memory): |
| resp = client.post("/search", json={"query": "food", "user_id": "u1", "threshold": 0.8}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert kwargs["threshold"] == 0.8 |
|
|
| def test_threshold_zero(self, client, mock_memory): |
| """threshold=0.0 is a valid falsy value that must not be filtered out.""" |
| resp = client.post("/search", json={"query": "food", "user_id": "u1", "threshold": 0.0}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert kwargs["threshold"] == 0.0 |
|
|
| def test_threshold_omitted_uses_memory_default(self, client, mock_memory): |
| resp = client.post("/search", json={"query": "food", "user_id": "u1"}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert "threshold" not in kwargs |
|
|
|
|
| |
| |
| |
|
|
| class TestSearchLimitAndThreshold: |
|
|
| def test_both_forwarded(self, client, mock_memory): |
| resp = client.post("/search", json={ |
| "query": "food", "user_id": "u1", "limit": 10, "threshold": 0.5 |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert kwargs["limit"] == 10 |
| assert kwargs["threshold"] == 0.5 |
|
|
|
|
| |
| |
| |
|
|
| class TestAddInfer: |
| """Verify that the infer parameter is accepted and forwarded to Memory.add().""" |
|
|
| def test_infer_false_forwarded(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "Store this exactly"}], |
| "user_id": "u1", |
| "infer": False, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert kwargs["infer"] is False |
|
|
| def test_infer_true_forwarded(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "I like pizza"}], |
| "user_id": "u1", |
| "infer": True, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert kwargs["infer"] is True |
|
|
| def test_infer_omitted_uses_memory_default(self, client, mock_memory): |
| """When infer is not sent, it should not appear in kwargs, |
| allowing Memory.add() to use its own default (True).""" |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "hello"}], |
| "user_id": "u1", |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert "infer" not in kwargs |
|
|
|
|
| |
| |
| |
|
|
| class TestAddMemoryType: |
| """Verify that the memory_type parameter is accepted and forwarded.""" |
|
|
| def test_memory_type_forwarded(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "I like pizza"}], |
| "user_id": "u1", |
| "memory_type": "core", |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert kwargs["memory_type"] == "core" |
|
|
| def test_memory_type_omitted(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "hello"}], |
| "user_id": "u1", |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert "memory_type" not in kwargs |
|
|
|
|
| |
| |
| |
|
|
| class TestAddPrompt: |
| """Verify that the prompt parameter is accepted and forwarded.""" |
|
|
| def test_prompt_forwarded(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "I like pizza"}], |
| "user_id": "u1", |
| "prompt": "Extract food preferences only.", |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert kwargs["prompt"] == "Extract food preferences only." |
|
|
| def test_prompt_omitted(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "hello"}], |
| "user_id": "u1", |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert "prompt" not in kwargs |
|
|
|
|
| |
| |
| |
|
|
| class TestAddAllNewParams: |
|
|
| def test_infer_memory_type_and_prompt_together(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "I like pizza"}], |
| "user_id": "u1", |
| "infer": False, |
| "memory_type": "core", |
| "prompt": "Custom extraction prompt.", |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert kwargs["infer"] is False |
| assert kwargs["memory_type"] == "core" |
| assert kwargs["prompt"] == "Custom extraction prompt." |
|
|
|
|
| |
| |
| |
|
|
| class TestFalsyValues: |
| """The handler filters with `v is not None`. Falsy values like False, 0, |
| 0.0, and empty string must still be forwarded.""" |
|
|
| def test_infer_false_not_filtered(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "test"}], |
| "user_id": "u1", |
| "infer": False, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert kwargs["infer"] is False |
|
|
| def test_threshold_zero_not_filtered(self, client, mock_memory): |
| resp = client.post("/search", json={ |
| "query": "food", "user_id": "u1", "threshold": 0.0, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert kwargs["threshold"] == 0.0 |
|
|
|
|
| |
| |
| |
|
|
| class TestUnknownFieldsIgnored: |
|
|
| def test_unknown_search_field_ignored(self, client, mock_memory): |
| resp = client.post("/search", json={ |
| "query": "food", "user_id": "u1", "bogus_field": "xyz", |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert "bogus_field" not in kwargs |
|
|
| def test_unknown_add_field_ignored(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "test"}], |
| "user_id": "u1", |
| "unknown_param": 42, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert "unknown_param" not in kwargs |
|
|
|
|
| |
| |
| |
|
|
| class TestExistingParamsUnchanged: |
|
|
| def test_search_filters_still_forwarded(self, client, mock_memory): |
| resp = client.post("/search", json={ |
| "query": "food", |
| "user_id": "u1", |
| "agent_id": "a1", |
| "filters": {"category": "food"}, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert kwargs["user_id"] == "u1" |
| assert kwargs["agent_id"] == "a1" |
| assert kwargs["filters"] == {"category": "food"} |
|
|
| def test_add_metadata_still_forwarded(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "test"}], |
| "user_id": "u1", |
| "agent_id": "a1", |
| "metadata": {"source": "test"}, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert kwargs["user_id"] == "u1" |
| assert kwargs["agent_id"] == "a1" |
| assert kwargs["metadata"] == {"source": "test"} |
|
|
|
|
| |
| |
| |
|
|
| class TestOpenAPISchema: |
| """Verify the new fields appear in the auto-generated OpenAPI schema.""" |
|
|
| def test_search_schema_includes_limit(self, client): |
| schema = client.get("/openapi.json").json() |
| search_props = schema["components"]["schemas"]["SearchRequest"]["properties"] |
| assert "limit" in search_props |
| assert search_props["limit"]["description"] == "Maximum number of results to return." |
|
|
| def test_search_schema_includes_threshold(self, client): |
| schema = client.get("/openapi.json").json() |
| search_props = schema["components"]["schemas"]["SearchRequest"]["properties"] |
| assert "threshold" in search_props |
|
|
| def test_add_schema_includes_infer(self, client): |
| schema = client.get("/openapi.json").json() |
| add_props = schema["components"]["schemas"]["MemoryCreate"]["properties"] |
| assert "infer" in add_props |
|
|
| def test_add_schema_includes_memory_type(self, client): |
| schema = client.get("/openapi.json").json() |
| add_props = schema["components"]["schemas"]["MemoryCreate"]["properties"] |
| assert "memory_type" in add_props |
|
|
| def test_add_schema_includes_prompt(self, client): |
| schema = client.get("/openapi.json").json() |
| add_props = schema["components"]["schemas"]["MemoryCreate"]["properties"] |
| assert "prompt" in add_props |
|
|
|
|
| |
| |
| |
|
|
| class TestTypeValidation: |
| """Verify FastAPI/Pydantic rejects invalid types with 422.""" |
|
|
| def test_limit_string_rejected(self, client): |
| resp = client.post("/search", json={ |
| "query": "food", "user_id": "u1", "limit": "not_a_number", |
| }) |
| assert resp.status_code == 422 |
|
|
| def test_threshold_string_rejected(self, client): |
| resp = client.post("/search", json={ |
| "query": "food", "user_id": "u1", "threshold": "high", |
| }) |
| assert resp.status_code == 422 |
|
|
| def test_infer_string_coerced_by_pydantic(self, client, mock_memory): |
| """Pydantic v2 coerces truthy strings like 'yes' to True for bool fields.""" |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "test"}], |
| "user_id": "u1", |
| "infer": "yes", |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert kwargs["infer"] is True |
|
|
| def test_infer_invalid_value_rejected(self, client): |
| """A value that cannot be coerced to bool should be rejected.""" |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "test"}], |
| "user_id": "u1", |
| "infer": [1, 2, 3], |
| }) |
| assert resp.status_code == 422 |
|
|
| def test_limit_float_rejected(self, client): |
| resp = client.post("/search", json={ |
| "query": "food", "user_id": "u1", "limit": 5.7, |
| }) |
| assert resp.status_code == 422 |
|
|
| def test_memory_type_int_rejected(self, client): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "test"}], |
| "user_id": "u1", |
| "memory_type": 123, |
| }) |
| assert resp.status_code == 422 |
|
|
|
|
| |
| |
| |
|
|
| class TestExplicitNull: |
| """When a client sends null for an optional field, it should be treated |
| as omitted — the Memory class default should be used.""" |
|
|
| def test_limit_null_uses_memory_default(self, client, mock_memory): |
| resp = client.post("/search", json={ |
| "query": "food", "user_id": "u1", "limit": None, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert "limit" not in kwargs |
|
|
| def test_infer_null_uses_memory_default(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "test"}], |
| "user_id": "u1", |
| "infer": None, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert "infer" not in kwargs |
|
|
| def test_prompt_null_uses_memory_default(self, client, mock_memory): |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "test"}], |
| "user_id": "u1", |
| "prompt": None, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| assert "prompt" not in kwargs |
|
|
|
|
| |
| |
| |
|
|
| class TestCallSignatureMatch: |
| """Ensure forwarded params exactly match Memory.add() and Memory.search() |
| keyword argument names — a typo here would cause a TypeError at runtime.""" |
|
|
| def test_search_kwargs_are_valid(self, client, mock_memory): |
| """All kwargs forwarded to Memory.search() must be in its signature.""" |
| resp = client.post("/search", json={ |
| "query": "food", "user_id": "u1", "agent_id": "a1", |
| "run_id": "r1", "filters": {"k": "v"}, |
| "limit": 10, "threshold": 0.5, |
| }) |
| assert resp.status_code == 200 |
| |
| _, kwargs = mock_memory.search.call_args |
| valid_params = {"query", "user_id", "agent_id", "run_id", "limit", "filters", "threshold", "rerank"} |
| for key in kwargs: |
| assert key in valid_params, f"Unexpected kwarg '{key}' forwarded to Memory.search()" |
|
|
| def test_add_kwargs_are_valid(self, client, mock_memory): |
| """All kwargs forwarded to Memory.add() must be in its signature.""" |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "hi"}], |
| "user_id": "u1", "agent_id": "a1", "run_id": "r1", |
| "metadata": {"k": "v"}, |
| "infer": False, "memory_type": "core", "prompt": "custom", |
| }) |
| assert resp.status_code == 200 |
| |
| _, kwargs = mock_memory.add.call_args |
| valid_params = {"messages", "user_id", "agent_id", "run_id", "metadata", "infer", "memory_type", "prompt"} |
| for key in kwargs: |
| assert key in valid_params, f"Unexpected kwarg '{key}' forwarded to Memory.add()" |
|
|
| def test_messages_excluded_from_params_dict(self, client, mock_memory): |
| """messages is passed separately via messages= kwarg, not duplicated from model_dump.""" |
| resp = client.post("/memories", json={ |
| "messages": [{"role": "user", "content": "hi"}], |
| "user_id": "u1", |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.add.call_args |
| |
| assert "messages" in kwargs |
| assert isinstance(kwargs["messages"], list) |
| assert kwargs["messages"][0] == {"role": "user", "content": "hi"} |
|
|
| def test_query_passed_explicitly(self, client, mock_memory): |
| """query is passed as an explicit keyword arg to Memory.search().""" |
| resp = client.post("/search", json={"query": "food", "user_id": "u1"}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.search.call_args |
| assert kwargs["query"] == "food" |
|
|
|
|
| |
| |
| |
|
|
| class TestUpdateMemory: |
| """Verify that PUT /memories/{id} extracts text and metadata from the |
| request body and forwards them correctly to Memory.update().""" |
|
|
| def test_text_forwarded_as_data(self, client, mock_memory): |
| resp = client.put("/memories/mem-1", json={"text": "Likes tennis"}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.update.call_args |
| assert kwargs["data"] == "Likes tennis" |
|
|
| def test_metadata_forwarded(self, client, mock_memory): |
| resp = client.put("/memories/mem-1", json={ |
| "text": "Likes tennis", |
| "metadata": {"category": "sports"}, |
| }) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.update.call_args |
| assert kwargs["metadata"] == {"category": "sports"} |
|
|
| def test_metadata_omitted_passes_none(self, client, mock_memory): |
| resp = client.put("/memories/mem-1", json={"text": "Likes tennis"}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.update.call_args |
| assert kwargs["metadata"] is None |
|
|
| def test_missing_text_returns_422(self, client): |
| """text is required — omitting it should fail validation.""" |
| resp = client.put("/memories/mem-1", json={"metadata": {"k": "v"}}) |
| assert resp.status_code == 422 |
|
|
| def test_dict_not_passed_as_data(self, client, mock_memory): |
| """Regression test for #3933: the entire dict must NOT be passed as data.""" |
| resp = client.put("/memories/mem-1", json={"text": "updated content"}) |
| assert resp.status_code == 200 |
| _, kwargs = mock_memory.update.call_args |
| assert isinstance(kwargs["data"], str) |
|
|
|
|
| class TestUpdateOpenAPISchema: |
| """Verify the MemoryUpdate schema appears in the OpenAPI docs.""" |
|
|
| def test_update_schema_includes_text(self, client): |
| schema = client.get("/openapi.json").json() |
| update_props = schema["components"]["schemas"]["MemoryUpdate"]["properties"] |
| assert "text" in update_props |
|
|
| def test_update_schema_includes_metadata(self, client): |
| schema = client.get("/openapi.json").json() |
| update_props = schema["components"]["schemas"]["MemoryUpdate"]["properties"] |
| assert "metadata" in update_props |
|
|