trustgraph/tests/unit/test_base/test_document_embeddings_client.py
cybermaggedon d35473f7f7
feat: workspace-based multi-tenancy, replacing user as tenancy axis (#840)
Introduces `workspace` as the isolation boundary for config, flows,
library, and knowledge data. Removes `user` as a schema-level field
throughout the code, API specs, and tests; workspace provides the
same separation more cleanly at the trusted flow.workspace layer
rather than through client-supplied message fields.

Design
------
- IAM tech spec (docs/tech-specs/iam.md) documents current state,
  proposed auth/access model, and migration direction.
- Data ownership model (docs/tech-specs/data-ownership-model.md)
  captures the workspace/collection/flow hierarchy.

Schema + messaging
------------------
- Drop `user` field from AgentRequest/Step, GraphRagQuery,
  DocumentRagQuery, Triples/Graph/Document/Row EmbeddingsRequest,
  Sparql/Rows/Structured QueryRequest, ToolServiceRequest.
- Keep collection/workspace routing via flow.workspace at the
  service layer.
- Translators updated to not serialise/deserialise user.

API specs
---------
- OpenAPI schemas and path examples cleaned of user fields.
- Websocket async-api messages updated.
- Removed the unused parameters/User.yaml.

Services + base
---------------
- Librarian, collection manager, knowledge, config: all operations
  scoped by workspace. Config client API takes workspace as first
  positional arg.
- `flow.workspace` set at flow start time by the infrastructure;
  no longer pass-through from clients.
- Tool service drops user-personalisation passthrough.

CLI + SDK
---------
- tg-init-workspace and workspace-aware import/export.
- All tg-* commands drop user args; accept --workspace.
- Python API/SDK (flow, socket_client, async_*, explainability,
  library) drop user kwargs from every method signature.

MCP server
----------
- All tool endpoints drop user parameters; socket_manager no longer
  keyed per user.

Flow service
------------
- Closure-based topic cleanup on flow stop: only delete topics
  whose blueprint template was parameterised AND no remaining
  live flow (across all workspaces) still resolves to that topic.
  Three scopes fall out naturally from template analysis:
    * {id} -> per-flow, deleted on stop
    * {blueprint} -> per-blueprint, kept while any flow of the
      same blueprint exists
    * {workspace} -> per-workspace, kept while any flow in the
      workspace exists
    * literal -> global, never deleted (e.g. tg.request.librarian)
  Fixes a bug where stopping a flow silently destroyed the global
  librarian exchange, wedging all library operations until manual
  restart.

RabbitMQ backend
----------------
- heartbeat=60, blocked_connection_timeout=300. Catches silently
  dead connections (broker restart, orphaned channels, network
  partitions) within ~2 heartbeat windows, so the consumer
  reconnects and re-binds its queue rather than sitting forever
  on a zombie connection.

Tests
-----
- Full test refresh: unit, integration, contract, provenance.
- Dropped user-field assertions and constructor kwargs across
  ~100 test files.
- Renamed user-collection isolation tests to workspace-collection.
2026-04-21 23:23:01 +01:00

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Python

"""
Unit tests for trustgraph.base.document_embeddings_client
Testing async document embeddings client functionality
"""
import pytest
from unittest.mock import AsyncMock, MagicMock, patch
from unittest import IsolatedAsyncioTestCase
from trustgraph.base.document_embeddings_client import DocumentEmbeddingsClient, DocumentEmbeddingsClientSpec
from trustgraph.schema import DocumentEmbeddingsRequest, DocumentEmbeddingsResponse, Error
class TestDocumentEmbeddingsClient(IsolatedAsyncioTestCase):
"""Test async document embeddings client functionality"""
@patch('trustgraph.base.request_response_spec.RequestResponse.__init__')
async def test_query_success_with_chunks(self, mock_parent_init):
"""Test successful query returning chunks"""
# Arrange
mock_parent_init.return_value = None
client = DocumentEmbeddingsClient()
mock_response = MagicMock(spec=DocumentEmbeddingsResponse)
mock_response.error = None
mock_response.chunks = ["chunk1", "chunk2", "chunk3"]
# Mock the request method
client.request = AsyncMock(return_value=mock_response)
vector = [0.1, 0.2, 0.3, 0.4, 0.5, 0.6]
# Act
result = await client.query(
vector=vector,
limit=10,
collection="test_collection",
timeout=30
)
# Assert
assert result == ["chunk1", "chunk2", "chunk3"]
client.request.assert_called_once()
call_args = client.request.call_args[0][0]
assert isinstance(call_args, DocumentEmbeddingsRequest)
assert call_args.vector == vector
assert call_args.limit == 10
assert call_args.collection == "test_collection"
@patch('trustgraph.base.request_response_spec.RequestResponse.__init__')
async def test_query_with_error_raises_exception(self, mock_parent_init):
"""Test query raises RuntimeError when response contains error"""
# Arrange
mock_parent_init.return_value = None
client = DocumentEmbeddingsClient()
mock_response = MagicMock(spec=DocumentEmbeddingsResponse)
mock_response.error = MagicMock()
mock_response.error.message = "Database connection failed"
client.request = AsyncMock(return_value=mock_response)
# Act & Assert
with pytest.raises(RuntimeError, match="Database connection failed"):
await client.query(
vector=[0.1, 0.2, 0.3],
limit=5
)
@patch('trustgraph.base.request_response_spec.RequestResponse.__init__')
async def test_query_with_empty_chunks(self, mock_parent_init):
"""Test query with empty chunks list"""
# Arrange
mock_parent_init.return_value = None
client = DocumentEmbeddingsClient()
mock_response = MagicMock(spec=DocumentEmbeddingsResponse)
mock_response.error = None
mock_response.chunks = []
client.request = AsyncMock(return_value=mock_response)
# Act
result = await client.query(vector=[0.1, 0.2, 0.3])
# Assert
assert result == []
@patch('trustgraph.base.request_response_spec.RequestResponse.__init__')
async def test_query_with_default_parameters(self, mock_parent_init):
"""Test query uses correct default parameters"""
# Arrange
mock_parent_init.return_value = None
client = DocumentEmbeddingsClient()
mock_response = MagicMock(spec=DocumentEmbeddingsResponse)
mock_response.error = None
mock_response.chunks = ["test_chunk"]
client.request = AsyncMock(return_value=mock_response)
# Act
result = await client.query(vector=[0.1, 0.2, 0.3])
# Assert
client.request.assert_called_once()
call_args = client.request.call_args[0][0]
assert call_args.limit == 20 # Default limit
assert call_args.collection == "default" # Default collection
@patch('trustgraph.base.request_response_spec.RequestResponse.__init__')
async def test_query_with_custom_timeout(self, mock_parent_init):
"""Test query passes custom timeout to request"""
# Arrange
mock_parent_init.return_value = None
client = DocumentEmbeddingsClient()
mock_response = MagicMock(spec=DocumentEmbeddingsResponse)
mock_response.error = None
mock_response.chunks = ["chunk1"]
client.request = AsyncMock(return_value=mock_response)
# Act
await client.query(
vector=[0.1, 0.2, 0.3],
timeout=60
)
# Assert
assert client.request.call_args[1]["timeout"] == 60
@patch('trustgraph.base.request_response_spec.RequestResponse.__init__')
async def test_query_logging(self, mock_parent_init):
"""Test query logs response for debugging"""
# Arrange
mock_parent_init.return_value = None
client = DocumentEmbeddingsClient()
mock_response = MagicMock(spec=DocumentEmbeddingsResponse)
mock_response.error = None
mock_response.chunks = ["test_chunk"]
client.request = AsyncMock(return_value=mock_response)
# Act
with patch('trustgraph.base.document_embeddings_client.logger') as mock_logger:
result = await client.query(vector=[0.1, 0.2, 0.3])
# Assert
mock_logger.debug.assert_called_once()
assert "Document embeddings response" in str(mock_logger.debug.call_args)
assert result == ["test_chunk"]
class TestDocumentEmbeddingsClientSpec(IsolatedAsyncioTestCase):
"""Test DocumentEmbeddingsClientSpec configuration"""
def test_spec_initialization(self):
"""Test DocumentEmbeddingsClientSpec initialization"""
# Act
spec = DocumentEmbeddingsClientSpec(
request_name="test-request",
response_name="test-response"
)
# Assert
assert spec.request_name == "test-request"
assert spec.response_name == "test-response"
assert spec.request_schema == DocumentEmbeddingsRequest
assert spec.response_schema == DocumentEmbeddingsResponse
assert spec.impl == DocumentEmbeddingsClient
@patch('trustgraph.base.request_response_spec.RequestResponseSpec.__init__')
def test_spec_calls_parent_init(self, mock_parent_init):
"""Test spec properly calls parent class initialization"""
# Arrange
mock_parent_init.return_value = None
# Act
spec = DocumentEmbeddingsClientSpec(
request_name="test-request",
response_name="test-response"
)
# Assert
mock_parent_init.assert_called_once_with(
request_name="test-request",
request_schema=DocumentEmbeddingsRequest,
response_name="test-response",
response_schema=DocumentEmbeddingsResponse,
impl=DocumentEmbeddingsClient
)