Files
mem0/tests/test_client_profiles.py
T
karthik be1ded5793 fix(profiles): address SDK/docs review for user profiles v1
Addresses @kartik-mem0's review on mem0#7340, verified against the live
staging profiles API on a neuron:

- generate_profile / sample_profiles accept a caller-supplied idempotency_key,
  so retrying a lost request reuses the job instead of creating a second
  billable one (Python sync+async and TS)
- TS uses the uuid dependency instead of the global crypto.randomUUID(), which
  throws on the supported Node 18 target
- update_profile_settings distinguishes an omitted argument from an explicit
  None, so schema / custom_instructions can be cleared (Python sentinel)
- export ProfileJobResponse and ProfileJobStatus; drop the deprecated
  ProfileTriggerResponse / ProfileSamplesResponse aliases and the unpopulated
  results field; correct usageUnits -> entityCountReserved; add error to
  ProfileResponse
- openapi: nest schema / custom_instructions under entities in the settings
  request and response, add capabilities, and mark entity_type required on the
  job body
- docs sample example polls to a terminal job status with a timeout, then reads
  the create response's entity_ids (status.results raised KeyError)
- notebook: include PARTIALLY_SUCCEEDED in terminal states, raise on timeout,
  and snapshot/restore project settings so a shared env is left as found
- tests: real job_id create shape, idempotency-key reuse, and clear-with-None

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-09-23 22:56:48 +05:30

273 lines
11 KiB
Python

"""Tests for the MemoryClient profile methods.
These assert request construction — path, verb, body — rather than echoing a
mocked response back. The profile payload itself is the customer's own JSON
Schema shape, so the tests also pin that the SDK passes it through untouched.
"""
import asyncio
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
@pytest.fixture
def mock_memory_client():
"""A MemoryClient whose transport is mocked."""
with patch("mem0.client.main.httpx.Client") as mock_httpx:
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")
# The constructor pings through this same mock; drop that call.
mock_http_client.get.reset_mock()
yield client
def _assert_job_call(post_mock, expected_json):
"""One jobs collection, operation in the body, idempotency key per attempt."""
post_mock.assert_called_once()
args, kwargs = post_mock.call_args
assert args[0] == "/v2/profiles/jobs/"
assert kwargs["json"] == expected_json
assert kwargs["headers"]["Idempotency-Key"]
def _mock_response(payload):
response = MagicMock()
response.json.return_value = payload
response.raise_for_status.return_value = None
return response
class TestGetProfile:
def test_reads_the_v2_entity_route(self, mock_memory_client):
mock_memory_client.client.get.return_value = _mock_response(
{"profile": {}, "status": "pending", "entity_type": "user", "entity_id": "alice"}
)
mock_memory_client.get_profile("alice")
mock_memory_client.client.get.assert_called_once_with("/v2/entities/user/alice/profile/")
def test_encodes_path_segments(self, mock_memory_client):
"""An id with a slash must not open a new path segment."""
mock_memory_client.client.get.return_value = _mock_response({"profile": {}, "status": "pending"})
mock_memory_client.get_profile("tenant/alice")
mock_memory_client.client.get.assert_called_once_with("/v2/entities/user/tenant%2Falice/profile/")
def test_returns_the_envelope_verbatim(self, mock_memory_client):
"""The customer's schema keys reach the caller exactly as stored."""
payload = {
"profile": {"favorite_topics": ["hiking"], "work_style": {"preferred_hours": "mornings"}},
"status": "succeeded",
"entity_type": "user",
"entity_id": "alice",
"updated_at": "2026-02-08T00:00:00Z",
"generation_count": 3,
}
mock_memory_client.client.get.return_value = _mock_response(payload)
assert mock_memory_client.get_profile("alice") == payload
class TestGenerateProfile:
def test_posts_entity_type_and_id(self, mock_memory_client):
mock_memory_client.client.post.return_value = _mock_response(
{"job_id": "j1", "status": "QUEUED", "status_url": "/v2/profiles/jobs/j1/"}
)
mock_memory_client.generate_profile("alice")
_assert_job_call(
mock_memory_client.client.post,
{"operation": "trigger", "entity_type": "user", "entity_id": "alice"},
)
def test_reuses_caller_idempotency_key(self, mock_memory_client):
"""A caller-supplied key lets a retry hit the same job instead of billing twice."""
mock_memory_client.client.post.return_value = _mock_response({"job_id": "j1", "status": "QUEUED"})
mock_memory_client.generate_profile("alice", idempotency_key="retry-key-123")
_, kwargs = mock_memory_client.client.post.call_args
assert kwargs["headers"]["Idempotency-Key"] == "retry-key-123"
class TestProfileSettings:
def test_get_reads_v2(self, mock_memory_client):
mock_memory_client.client.get.return_value = _mock_response(
{"enabled": True, "entities": {"user": {"schema": None, "custom_instructions": None}}}
)
mock_memory_client.get_profile_settings()
mock_memory_client.client.get.assert_called_once_with("/v2/profiles/settings/")
def test_update_sends_only_supplied_fields(self, mock_memory_client):
"""A partial update must not blank the fields it never mentions."""
mock_memory_client.client.post.return_value = _mock_response({"enabled": False})
mock_memory_client.update_profile_settings(enabled=False)
mock_memory_client.client.post.assert_called_once_with(
"/v2/profiles/settings/",
json={"enabled": False},
)
def test_update_nests_schema_under_entities(self, mock_memory_client):
"""The API takes only ``enabled`` and ``entities`` at the top level.
A flat body is rejected with ``Unsupported settings``, so this nesting is
what makes the call work at all.
"""
schema = {"type": "object", "properties": {"x": {"type": "string", "description": "d"}}}
mock_memory_client.client.post.return_value = _mock_response({"enabled": True})
mock_memory_client.update_profile_settings(enabled=True, schema=schema)
_, kwargs = mock_memory_client.client.post.call_args
assert set(kwargs["json"]) == {"enabled", "entities"}
assert "schema" not in kwargs["json"]
def test_update_targets_the_user_entity_type(self, mock_memory_client):
schema = {"type": "object", "properties": {"x": {"type": "string", "description": "d"}}}
mock_memory_client.client.post.return_value = _mock_response({"enabled": True})
mock_memory_client.update_profile_settings(schema=schema)
_, kwargs = mock_memory_client.client.post.call_args
assert kwargs["json"] == {"entities": {"user": {"schema": schema}}}
def test_update_passes_schema_verbatim(self, mock_memory_client):
schema = {
"type": "object",
"properties": {
"favorite_topics": {
"type": "array",
"description": "Topics the user returns to",
"items": {"type": "string"},
}
},
}
mock_memory_client.client.post.return_value = _mock_response({"enabled": True})
mock_memory_client.update_profile_settings(enabled=True, schema=schema, custom_instructions="Keep it durable")
mock_memory_client.client.post.assert_called_once_with(
"/v2/profiles/settings/",
json={
"enabled": True,
"entities": {"user": {"schema": schema, "custom_instructions": "Keep it durable"}},
},
)
def test_update_clears_fields_with_explicit_none(self, mock_memory_client):
"""Explicit ``None`` clears a field; the sentinel default leaves it untouched."""
mock_memory_client.client.post.return_value = _mock_response({"enabled": True})
mock_memory_client.update_profile_settings(schema=None, custom_instructions=None)
_, kwargs = mock_memory_client.client.post.call_args
assert kwargs["json"] == {"entities": {"user": {"schema": None, "custom_instructions": None}}}
class TestSampleProfiles:
def test_sample_without_limit(self, mock_memory_client):
mock_memory_client.client.post.return_value = _mock_response({"sampled": 5, "entity_ids": []})
mock_memory_client.sample_profiles()
_assert_job_call(mock_memory_client.client.post, {"operation": "sample", "entity_type": "user"})
def test_sample_with_limit(self, mock_memory_client):
mock_memory_client.client.post.return_value = _mock_response({"sampled": 3, "entity_ids": []})
mock_memory_client.sample_profiles(limit=3)
_assert_job_call(
mock_memory_client.client.post,
{"operation": "sample", "limit": 3, "entity_type": "user"},
)
class TestAsyncClientParity:
"""The async client must speak the same wire protocol as the sync one."""
@pytest.fixture
def async_client(self):
# AsyncMemoryClient validates the key synchronously, through requests.
validation = MagicMock()
validation.json.return_value = {
"org_id": "org1",
"project_id": "proj1",
"user_email": "test@test.com",
}
validation.raise_for_status.return_value = None
with patch("mem0.client.main.httpx.AsyncClient") as mock_httpx:
mock_httpx.return_value = MagicMock()
with patch("mem0.client.main.requests.get", return_value=validation):
with patch("mem0.client.main.capture_client_event"):
from mem0.client.main import AsyncMemoryClient
yield AsyncMemoryClient(api_key="test-api-key")
def test_get_profile(self, async_client):
async_client.async_client.get = AsyncMock(return_value=_mock_response({"profile": {}, "status": "pending"}))
asyncio.run(async_client.get_profile("alice"))
async_client.async_client.get.assert_called_once_with("/v2/entities/user/alice/profile/")
def test_generate_profile(self, async_client):
async_client.async_client.post = AsyncMock(return_value=_mock_response({"job_id": "j1", "status": "QUEUED"}))
asyncio.run(async_client.generate_profile("alice"))
_assert_job_call(
async_client.async_client.post,
{"operation": "trigger", "entity_type": "user", "entity_id": "alice"},
)
def test_update_settings_partial(self, async_client):
async_client.async_client.post = AsyncMock(return_value=_mock_response({"enabled": True}))
asyncio.run(async_client.update_profile_settings(enabled=True))
async_client.async_client.post.assert_called_once_with(
"/v2/profiles/settings/",
json={"enabled": True},
)
def test_update_settings_nests_schema(self, async_client):
"""The async client builds the same body as the sync one."""
schema = {"type": "object", "properties": {"x": {"type": "string", "description": "d"}}}
async_client.async_client.post = AsyncMock(return_value=_mock_response({"enabled": True}))
asyncio.run(async_client.update_profile_settings(enabled=True, schema=schema))
async_client.async_client.post.assert_called_once_with(
"/v2/profiles/settings/",
json={"enabled": True, "entities": {"user": {"schema": schema}}},
)
def test_update_settings_clears_with_none(self, async_client):
async_client.async_client.post = AsyncMock(return_value=_mock_response({"enabled": True}))
asyncio.run(async_client.update_profile_settings(custom_instructions=None))
async_client.async_client.post.assert_called_once_with(
"/v2/profiles/settings/",
json={"entities": {"user": {"custom_instructions": None}}},
)