Files
mem0/tests/test_client.py
soumil-rathi a488e19044 feat(oss): port v3 pipeline with hybrid search, entity extraction, and additive scoring (#4805)
Co-authored-by: Soumil Rathi <soumilrathi@gmail.com>
Co-authored-by: Saket Aryan <saketaryan2002@gmail.com>
Co-authored-by: chaithanyak42 <chaithanya.kumar42a@gmail.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-04-14 18:00:58 +05:30

150 lines
6.4 KiB
Python

"""Tests for MemoryClient entity parameter rejection."""
from unittest.mock import MagicMock, patch
import pytest
@pytest.fixture
def mock_memory_client():
"""Create a mock MemoryClient for testing entity param rejection."""
with patch("mem0.client.main.httpx.Client") as mock_httpx:
# Create a mock client instance
mock_http_client = MagicMock()
mock_http_client.get.return_value = MagicMock(
json=lambda: {"org_id": "org1", "project_id": "proj1", "user_email": "test@test.com"},
raise_for_status=lambda: None
)
mock_httpx.return_value = mock_http_client
with patch("mem0.client.main.capture_client_event"):
from mem0.client.main import MemoryClient
client = MemoryClient(api_key="test-api-key")
yield client
class TestSearchEntityParamRejection:
"""Tests that top-level entity params are rejected in search()."""
def test_search_rejects_user_id_kwarg(self, mock_memory_client):
"""search() should reject user_id as top-level kwarg."""
with pytest.raises(ValueError, match=r"user_id"):
mock_memory_client.search("test query", user_id="u1")
def test_search_rejects_agent_id_kwarg(self, mock_memory_client):
"""search() should reject agent_id as top-level kwarg."""
with pytest.raises(ValueError, match=r"agent_id"):
mock_memory_client.search("test query", agent_id="a1")
def test_search_rejects_app_id_kwarg(self, mock_memory_client):
"""search() should reject app_id as top-level kwarg."""
with pytest.raises(ValueError, match=r"app_id"):
mock_memory_client.search("test query", app_id="app1")
def test_search_rejects_run_id_kwarg(self, mock_memory_client):
"""search() should reject run_id as top-level kwarg."""
with pytest.raises(ValueError, match=r"run_id"):
mock_memory_client.search("test query", run_id="r1")
def test_search_rejects_multiple_entity_params(self, mock_memory_client):
"""search() should reject multiple top-level entity params."""
with pytest.raises(ValueError, match=r"user_id|agent_id"):
mock_memory_client.search("test query", user_id="u1", agent_id="a1")
class TestGetAllEntityParamRejection:
"""Tests that top-level entity params are rejected in get_all()."""
def test_get_all_rejects_user_id_kwarg(self, mock_memory_client):
"""get_all() should reject user_id as top-level kwarg."""
with pytest.raises(ValueError, match=r"user_id"):
mock_memory_client.get_all(user_id="u1")
def test_get_all_rejects_agent_id_kwarg(self, mock_memory_client):
"""get_all() should reject agent_id as top-level kwarg."""
with pytest.raises(ValueError, match=r"agent_id"):
mock_memory_client.get_all(agent_id="a1")
def test_get_all_rejects_app_id_kwarg(self, mock_memory_client):
"""get_all() should reject app_id as top-level kwarg."""
with pytest.raises(ValueError, match=r"app_id"):
mock_memory_client.get_all(app_id="app1")
def test_get_all_rejects_run_id_kwarg(self, mock_memory_client):
"""get_all() should reject run_id as top-level kwarg."""
with pytest.raises(ValueError, match=r"run_id"):
mock_memory_client.get_all(run_id="r1")
class TestFilterOperatorPassthrough:
"""Tests that AND/OR/NOT filter operators are passed through to the API."""
def test_search_passes_and_filters(self, mock_memory_client):
"""search() should pass AND filters to the API."""
mock_memory_client.client.post.return_value = MagicMock(
json=lambda: {"results": []},
raise_for_status=lambda: None
)
mock_memory_client.search(
"test query",
filters={"AND": [{"user_id": "u1"}, {"created_at": {"gte": "2024-01-01"}}]}
)
# Verify the POST was called with filters intact
call_args = mock_memory_client.client.post.call_args
payload = call_args.kwargs.get("json", call_args.args[1] if len(call_args.args) > 1 else {})
assert payload["filters"] == {"AND": [{"user_id": "u1"}, {"created_at": {"gte": "2024-01-01"}}]}
def test_search_passes_or_filters(self, mock_memory_client):
"""search() should pass OR filters to the API."""
mock_memory_client.client.post.return_value = MagicMock(
json=lambda: {"results": []},
raise_for_status=lambda: None
)
mock_memory_client.search(
"test query",
filters={"OR": [{"user_id": "u1"}, {"agent_id": "a1"}]}
)
call_args = mock_memory_client.client.post.call_args
payload = call_args.kwargs.get("json", call_args.args[1] if len(call_args.args) > 1 else {})
assert payload["filters"] == {"OR": [{"user_id": "u1"}, {"agent_id": "a1"}]}
def test_search_passes_not_filters(self, mock_memory_client):
"""search() should pass NOT filters to the API."""
mock_memory_client.client.post.return_value = MagicMock(
json=lambda: {"results": []},
raise_for_status=lambda: None
)
mock_memory_client.search(
"test query",
filters={"AND": [{"user_id": "u1"}, {"NOT": {"categories": {"in": ["spam"]}}}]}
)
call_args = mock_memory_client.client.post.call_args
payload = call_args.kwargs.get("json", call_args.args[1] if len(call_args.args) > 1 else {})
assert payload["filters"] == {"AND": [{"user_id": "u1"}, {"NOT": {"categories": {"in": ["spam"]}}}]}
def test_search_passes_complex_nested_filters(self, mock_memory_client):
"""search() should pass complex nested AND/OR/NOT filters to the API."""
mock_memory_client.client.post.return_value = MagicMock(
json=lambda: {"results": []},
raise_for_status=lambda: None
)
complex_filter = {
"AND": [
{"user_id": "u1"},
{"created_at": {"gte": "2024-01-01"}},
{"NOT": {"OR": [{"categories": {"in": ["spam"]}}, {"categories": {"in": ["test"]}}]}}
]
}
mock_memory_client.search("test query", filters=complex_filter)
call_args = mock_memory_client.client.post.call_args
payload = call_args.kwargs.get("json", call_args.args[1] if len(call_args.args) > 1 else {})
assert payload["filters"] == complex_filter