diff --git a/modelcontextprotocol/.github/workflows/test.yml b/modelcontextprotocol/.github/workflows/test.yml new file mode 100644 index 0000000..75b62ed --- /dev/null +++ b/modelcontextprotocol/.github/workflows/test.yml @@ -0,0 +1,41 @@ +name: Tests + +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + +jobs: + test: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: ["3.11", "3.12"] + + steps: + - uses: actions/checkout@v4 + + - name: Install uv + uses: astral-sh/setup-uv@v3 + with: + version: "latest" + + - name: Set up Python ${{ matrix.python-version }} + run: uv python install ${{ matrix.python-version }} + + - name: Install dependencies + run: | + uv sync --extra dev + + - name: Run tests + run: | + uv run python -m pytest tests/ -v + + - name: Run linting + run: | + uv run ruff check . + + - name: Check formatting + run: | + uv run ruff format --check . diff --git a/modelcontextprotocol/docs/LOCAL_BUILD.md b/modelcontextprotocol/docs/LOCAL_BUILD.md index 7dcde25..9bf3508 100644 --- a/modelcontextprotocol/docs/LOCAL_BUILD.md +++ b/modelcontextprotocol/docs/LOCAL_BUILD.md @@ -1,9 +1,23 @@ -# Local Build +# Local Build & Development Guide + +This guide covers setting up the Atlan MCP Server for local development, testing, and contributing. + +## Table of Contents + +- [Initial Setup](#initial-setup) +- [Development Environment](#development-environment) +- [Running Tests](#running-tests) + +- [Project Structure](#project-structure) +- [Adding New Tools](#adding-new-tools) +- [Submitting Changes](#submitting-changes) + +## Initial Setup 1. Clone the repository: ```bash git clone https://github.com/atlanhq/agent-toolkit.git -cd agent-toolkit +cd agent-toolkit/modelcontextprotocol ``` 2. Install UV package manager: @@ -16,13 +30,17 @@ brew install uv For more installation options and detailed instructions, refer to the [official UV documentation](https://docs.astral.sh/uv/getting-started/installation/). 3. Install dependencies: -> python version should be >= 3.11 +> Python version should be >= 3.11 + +For production/usage: ```bash -cd modelcontextprotocol uv sync ``` -4. Configure Atlan credentials: +For development (includes testing tools): +```bash +uv sync --extra dev +``` a. Using a .env file: Create a `.env` file in the root directory (or copy the `.env.template` file and rename it to `.env`) with the following content: @@ -45,3 +63,27 @@ uv run .venv/bin/atlan-mcp-server ```bash uv run mcp dev server.py ``` + +## Development Environment + +### Virtual Environment + +```bash +# Create and activate virtual environment +uv venv +source .venv/bin/activate # On Mac/Linux + +# Install all dependencies including dev tools +uv sync --extra dev +``` + +## Running Tests + +We have comprehensive unit tests for all tools to ensure reliability and prevent regressions. + +```bash +# Run all tests +python -m pytest tests/ -v +``` + +**Note**: Tests are automatically run on every pull request via GitHub Actions CI. diff --git a/modelcontextprotocol/pyproject.toml b/modelcontextprotocol/pyproject.toml index 0f4a973..8c9ca2a 100644 --- a/modelcontextprotocol/pyproject.toml +++ b/modelcontextprotocol/pyproject.toml @@ -20,6 +20,12 @@ dependencies = [ "pyatlan>=6.0.1", ] +[project.optional-dependencies] +dev = [ + "pytest>=8.4.0", + "ruff>=0.8.0", +] + [project.scripts] atlan-mcp-server = "server:main" diff --git a/modelcontextprotocol/pytest.ini b/modelcontextprotocol/pytest.ini new file mode 100644 index 0000000..116dc0e --- /dev/null +++ b/modelcontextprotocol/pytest.ini @@ -0,0 +1,9 @@ +[tool:pytest] +testpaths = tests +python_files = test_*.py +python_classes = Test* +python_functions = test_* +addopts = -v --tb=short +filterwarnings = + ignore::DeprecationWarning + ignore::PendingDeprecationWarning diff --git a/modelcontextprotocol/tests/__init__.py b/modelcontextprotocol/tests/__init__.py new file mode 100644 index 0000000..9bfe350 --- /dev/null +++ b/modelcontextprotocol/tests/__init__.py @@ -0,0 +1 @@ +# Tests package for Atlan MCP tools diff --git a/modelcontextprotocol/tests/test_assets.py b/modelcontextprotocol/tests/test_assets.py new file mode 100644 index 0000000..f71921c --- /dev/null +++ b/modelcontextprotocol/tests/test_assets.py @@ -0,0 +1,181 @@ +"""Unit tests for tools.assets module.""" + +import unittest +from unittest.mock import Mock, patch + +from tools.assets import update_assets +from tools.models import UpdatableAsset, UpdatableAttribute, CertificateStatus + + +class TestUpdateAssets(unittest.TestCase): + """Test cases for the update_assets function.""" + + def setUp(self) -> None: + """Set up test fixtures.""" + self.sample_asset = UpdatableAsset( + guid="test-guid-1", + name="Test Asset", + qualified_name="default/test/asset", + type_name="Table", + ) + + self.sample_assets = [ + UpdatableAsset( + guid="test-guid-1", + name="Test Asset 1", + qualified_name="default/test/asset1", + type_name="Table", + ), + UpdatableAsset( + guid="test-guid-2", + name="Test Asset 2", + qualified_name="default/test/asset2", + type_name="Column", + ), + ] + + @patch("tools.assets.get_atlan_client") + def test_update_single_asset_user_description(self, mock_get_client: Mock) -> None: + """Test updating user description for a single asset.""" + # Setup mock client + mock_client = Mock() + mock_response = Mock() + mock_response.guid_assignments = ["test-guid-1"] + mock_client.asset.save.return_value = mock_response + mock_get_client.return_value = mock_client + + # Execute + result = update_assets( + updatable_assets=self.sample_asset, + attribute_name=UpdatableAttribute.USER_DESCRIPTION, + attribute_values=["Updated description"], + ) + + # Verify + self.assertEqual(result["updated_count"], 1) + self.assertEqual(result["errors"], []) + mock_client.asset.save.assert_called_once() + + @patch("tools.assets.get_atlan_client") + def test_update_multiple_assets_certificate_status( + self, mock_get_client: Mock + ) -> None: + """Test updating certificate status for multiple assets.""" + # Setup mock client + mock_client = Mock() + mock_response = Mock() + mock_response.guid_assignments = ["test-guid-1", "test-guid-2"] + mock_client.asset.save.return_value = mock_response + mock_get_client.return_value = mock_client + + # Execute + result = update_assets( + updatable_assets=self.sample_assets, + attribute_name=UpdatableAttribute.CERTIFICATE_STATUS, + attribute_values=[CertificateStatus.VERIFIED, CertificateStatus.DRAFT], + ) + + # Verify + self.assertEqual(result["updated_count"], 2) + self.assertEqual(result["errors"], []) + mock_client.asset.save.assert_called_once() + + def test_mismatched_assets_and_values_count(self) -> None: + """Test error when number of assets doesn't match number of values.""" + result = update_assets( + updatable_assets=self.sample_assets, + attribute_name=UpdatableAttribute.USER_DESCRIPTION, + attribute_values=["Only one description"], # Should be 2 values + ) + + self.assertEqual(result["updated_count"], 0) + self.assertIn( + "Number of asset GUIDs must match number of attribute values", + result["errors"][0], + ) + + @patch("tools.assets.get_atlan_client") + def test_invalid_certificate_status(self, mock_get_client: Mock) -> None: + """Test error with invalid certificate status value.""" + # Setup mock client (even though we won't reach it due to validation error) + mock_client = Mock() + mock_get_client.return_value = mock_client + + result = update_assets( + updatable_assets=self.sample_asset, + attribute_name=UpdatableAttribute.CERTIFICATE_STATUS, + attribute_values=["INVALID_STATUS"], + ) + + self.assertEqual(result["updated_count"], 0) + # The error message could be either our custom validation or Pydantic's validation + self.assertTrue( + "Invalid certificate status: INVALID_STATUS" in result["errors"][0] + or "value is not a valid enumeration member" in result["errors"][0] + ) + + @patch("tools.assets.get_atlan_client") + def test_client_exception_handling(self, mock_get_client: Mock) -> None: + """Test handling of client exceptions.""" + # Setup mock client to raise exception + mock_client = Mock() + mock_client.asset.save.side_effect = Exception("API Error") + mock_get_client.return_value = mock_client + + # Execute + result = update_assets( + updatable_assets=self.sample_asset, + attribute_name=UpdatableAttribute.USER_DESCRIPTION, + attribute_values=["Test description"], + ) + + # Verify + self.assertEqual(result["updated_count"], 0) + self.assertIn("Error updating assets: API Error", result["errors"][0]) + + @patch("tools.assets.get_atlan_client") + def test_convert_single_asset_to_list(self, mock_get_client: Mock) -> None: + """Test that single asset is properly converted to list.""" + # Setup mock client + mock_client = Mock() + mock_response = Mock() + mock_response.guid_assignments = ["test-guid-1"] + mock_client.asset.save.return_value = mock_response + mock_get_client.return_value = mock_client + + # Execute with single asset (not in list) + result = update_assets( + updatable_assets=self.sample_asset, + attribute_name=UpdatableAttribute.USER_DESCRIPTION, + attribute_values=["Test description"], + ) + + # Verify + self.assertEqual(result["updated_count"], 1) + self.assertEqual(result["errors"], []) + + @patch("tools.assets.get_atlan_client") + def test_asset_class_import_and_updater(self, mock_get_client: Mock) -> None: + """Test that asset class is properly imported and updater is called.""" + # Setup mock client + mock_client = Mock() + mock_response = Mock() + mock_response.guid_assignments = ["test-guid-1"] + mock_client.asset.save.return_value = mock_response + mock_get_client.return_value = mock_client + + # Execute - this will test the actual import and getattr functionality + result = update_assets( + updatable_assets=self.sample_asset, + attribute_name=UpdatableAttribute.USER_DESCRIPTION, + attribute_values=["Test description"], + ) + + # Verify that the function completed successfully + self.assertEqual(result["updated_count"], 1) + self.assertEqual(result["errors"], []) + mock_client.asset.save.assert_called_once() + + +if __name__ == "__main__": + unittest.main() diff --git a/modelcontextprotocol/tests/test_dsl.py b/modelcontextprotocol/tests/test_dsl.py new file mode 100644 index 0000000..f52a302 --- /dev/null +++ b/modelcontextprotocol/tests/test_dsl.py @@ -0,0 +1,211 @@ +"""Unit tests for tools.dsl module.""" + +import json +import unittest +from unittest.mock import Mock, patch + +from tools.dsl import get_assets_by_dsl + + +class TestGetAssetsByDsl(unittest.TestCase): + """Test cases for the get_assets_by_dsl function.""" + + def setUp(self) -> None: + """Set up test fixtures.""" + self.sample_dsl_dict = { + "query": { + "bool": { + "must": [ + {"term": {"__state": "ACTIVE"}}, + {"terms": {"__typeName.keyword": ["Table"]}}, + ] + } + }, + "size": 10, + } + + self.sample_dsl_string = json.dumps(self.sample_dsl_dict) + + @patch("tools.dsl.SearchUtils.process_results") + @patch("tools.dsl.get_atlan_client") + def test_dsl_query_with_dict_input( + self, mock_get_client: Mock, mock_process_results: Mock + ) -> None: + """Test DSL query execution with dictionary input.""" + # Setup mocks + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + expected_result = { + "results": [{"name": "test_table", "type": "Table"}], + "aggregations": {}, + "error": None, + } + mock_process_results.return_value = expected_result + + # Execute + result = get_assets_by_dsl(self.sample_dsl_dict) + + # Verify + self.assertEqual(result, expected_result) + mock_client.asset.search.assert_called_once() + mock_process_results.assert_called_once_with(mock_search_response) + + @patch("tools.dsl.SearchUtils.process_results") + @patch("tools.dsl.get_atlan_client") + def test_dsl_query_with_string_input( + self, mock_get_client: Mock, mock_process_results: Mock + ) -> None: + """Test DSL query execution with JSON string input.""" + # Setup mocks + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + expected_result = { + "results": [{"name": "test_table", "type": "Table"}], + "aggregations": {}, + "error": None, + } + mock_process_results.return_value = expected_result + + # Execute + result = get_assets_by_dsl(self.sample_dsl_string) + + # Verify + self.assertEqual(result, expected_result) + mock_client.asset.search.assert_called_once() + mock_process_results.assert_called_once_with(mock_search_response) + + def test_invalid_json_string_input(self) -> None: + """Test handling of invalid JSON string input.""" + invalid_json = '{"query": {"bool": invalid json}' + + result = get_assets_by_dsl(invalid_json) + + self.assertEqual(result["results"], []) + self.assertEqual(result["aggregations"], {}) + self.assertEqual(result["error"], "Invalid JSON in DSL query") + + @patch("tools.dsl.get_atlan_client") + def test_client_exception_handling(self, mock_get_client: Mock) -> None: + """Test handling of client exceptions during search.""" + # Setup mock client to raise exception + mock_client = Mock() + mock_client.asset.search.side_effect = Exception("Search API Error") + mock_get_client.return_value = mock_client + + # Execute + result = get_assets_by_dsl(self.sample_dsl_dict) + + # Verify + self.assertEqual(result["results"], []) + self.assertEqual(result["aggregations"], {}) + self.assertEqual(result["error"], "Search API Error") + + @patch("tools.dsl.SearchUtils.process_results") + @patch("tools.dsl.get_atlan_client") + def test_index_search_request_creation( + self, mock_get_client: Mock, mock_process_results: Mock + ) -> None: + """Test that IndexSearchRequest is created with correct parameters.""" + # Setup mocks + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + get_assets_by_dsl(self.sample_dsl_dict) + + # Verify that search was called (IndexSearchRequest creation is internal) + mock_client.asset.search.assert_called_once() + + # Get the call arguments to verify IndexSearchRequest properties + call_args = mock_client.asset.search.call_args[0][0] + self.assertTrue(hasattr(call_args, "dsl")) + self.assertTrue(hasattr(call_args, "suppress_logs")) + self.assertTrue(hasattr(call_args, "show_search_score")) + self.assertTrue(hasattr(call_args, "exclude_meanings")) + self.assertTrue(hasattr(call_args, "exclude_atlan_tags")) + + @patch("tools.dsl.SearchUtils.process_results") + @patch("tools.dsl.get_atlan_client") + def test_complex_dsl_query( + self, mock_get_client: Mock, mock_process_results: Mock + ) -> None: + """Test DSL query with complex structure including aggregations.""" + complex_dsl = { + "query": { + "function_score": { + "query": { + "bool": { + "must": [ + {"term": {"__state": "ACTIVE"}}, + {"terms": {"certificateStatus": ["VERIFIED"]}}, + ], + "filter": [ + {"range": {"createTime": {"gte": 1640995200000}}} + ], + } + }, + "functions": [ + {"filter": {"match": {"starredBy": "user"}}, "weight": 10} + ], + } + }, + "aggs": {"types": {"terms": {"field": "__typeName.keyword"}}}, + "size": 20, + } + + # Setup mocks + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + expected_result = { + "results": [{"name": "verified_table", "certificateStatus": "VERIFIED"}], + "aggregations": {"types": {"buckets": [{"key": "Table", "doc_count": 5}]}}, + "error": None, + } + mock_process_results.return_value = expected_result + + # Execute + result = get_assets_by_dsl(complex_dsl) + + # Verify + self.assertEqual(result, expected_result) + mock_client.asset.search.assert_called_once() + + def test_empty_dsl_query(self) -> None: + """Test handling of empty DSL query.""" + result = get_assets_by_dsl({}) + + # Should not fail, but may return empty results or error depending on Atlan's response + self.assertIn("results", result) + self.assertIn("aggregations", result) + self.assertIn("error", result) + + @patch("tools.dsl.json.loads") + def test_json_decode_error_handling(self, mock_json_loads: Mock) -> None: + """Test specific JSON decode error handling.""" + mock_json_loads.side_effect = json.JSONDecodeError("Invalid JSON", "doc", 0) + + result = get_assets_by_dsl("invalid json string") + + self.assertEqual(result["results"], []) + self.assertEqual(result["aggregations"], {}) + self.assertEqual(result["error"], "Invalid JSON in DSL query") + + +if __name__ == "__main__": + unittest.main() diff --git a/modelcontextprotocol/tests/test_lineage.py b/modelcontextprotocol/tests/test_lineage.py new file mode 100644 index 0000000..ea72cf4 --- /dev/null +++ b/modelcontextprotocol/tests/test_lineage.py @@ -0,0 +1,280 @@ +"""Unit tests for tools.lineage module.""" + +import unittest +from unittest.mock import Mock, patch + +from pyatlan.model.enums import LineageDirection +from tools.lineage import traverse_lineage + + +class TestTraverseLineage(unittest.TestCase): + """Test cases for the traverse_lineage function.""" + + def setUp(self) -> None: + """Set up test fixtures.""" + self.test_guid = "test-asset-guid-123" + self.sample_lineage_assets = [ + Mock(guid="upstream-asset-1", name="Upstream Table 1"), + Mock(guid="upstream-asset-2", name="Upstream Table 2"), + Mock(guid="current-asset", name="Current Table"), + ] + + @patch("tools.lineage.get_atlan_client") + @patch("tools.lineage.FluentLineage") + def test_traverse_upstream_lineage( + self, mock_fluent_lineage: Mock, mock_get_client: Mock + ) -> None: + """Test traversing upstream lineage.""" + # Setup mocks + mock_request = Mock() + mock_lineage_instance = Mock() + mock_lineage_instance.direction.return_value = mock_lineage_instance + mock_lineage_instance.depth.return_value = mock_lineage_instance + mock_lineage_instance.size.return_value = mock_lineage_instance + mock_lineage_instance.immediate_neighbors.return_value = mock_lineage_instance + mock_lineage_instance.request = mock_request + mock_fluent_lineage.return_value = mock_lineage_instance + + mock_client = Mock() + mock_client.asset.get_lineage_list.return_value = self.sample_lineage_assets + mock_get_client.return_value = mock_client + + # Execute + result = traverse_lineage( + guid=self.test_guid, + direction=LineageDirection.UPSTREAM, + depth=5, + size=20, + immediate_neighbors=True, + ) + + # Verify + self.assertEqual(len(result["assets"]), 3) + self.assertNotIn("error", result) + + # Verify FluentLineage was configured correctly + mock_fluent_lineage.assert_called_once_with(starting_guid=self.test_guid) + mock_lineage_instance.direction.assert_called_once_with( + LineageDirection.UPSTREAM + ) + mock_lineage_instance.depth.assert_called_once_with(5) + mock_lineage_instance.size.assert_called_once_with(20) + mock_lineage_instance.immediate_neighbors.assert_called_once_with(True) + + # Verify client call + mock_client.asset.get_lineage_list.assert_called_once_with(mock_request) + + @patch("tools.lineage.get_atlan_client") + @patch("tools.lineage.FluentLineage") + def test_traverse_downstream_lineage( + self, mock_fluent_lineage: Mock, mock_get_client: Mock + ) -> None: + """Test traversing downstream lineage.""" + # Setup mocks + mock_request = Mock() + mock_lineage_instance = Mock() + mock_lineage_instance.direction.return_value = mock_lineage_instance + mock_lineage_instance.depth.return_value = mock_lineage_instance + mock_lineage_instance.size.return_value = mock_lineage_instance + mock_lineage_instance.immediate_neighbors.return_value = mock_lineage_instance + mock_lineage_instance.request = mock_request + mock_fluent_lineage.return_value = mock_lineage_instance + + mock_client = Mock() + downstream_assets = [Mock(guid="downstream-asset-1", name="Downstream View")] + mock_client.asset.get_lineage_list.return_value = downstream_assets + mock_get_client.return_value = mock_client + + # Execute + result = traverse_lineage( + guid=self.test_guid, direction=LineageDirection.DOWNSTREAM + ) + + # Verify + self.assertEqual(len(result["assets"]), 1) + self.assertNotIn("error", result) + mock_lineage_instance.direction.assert_called_once_with( + LineageDirection.DOWNSTREAM + ) + + @patch("tools.lineage.get_atlan_client") + @patch("tools.lineage.FluentLineage") + def test_default_parameters( + self, mock_fluent_lineage: Mock, mock_get_client: Mock + ) -> None: + """Test traverse_lineage with default parameters.""" + # Setup mocks + mock_request = Mock() + mock_lineage_instance = Mock() + mock_lineage_instance.direction.return_value = mock_lineage_instance + mock_lineage_instance.depth.return_value = mock_lineage_instance + mock_lineage_instance.size.return_value = mock_lineage_instance + mock_lineage_instance.immediate_neighbors.return_value = mock_lineage_instance + mock_lineage_instance.request = mock_request + mock_fluent_lineage.return_value = mock_lineage_instance + + mock_client = Mock() + mock_client.asset.get_lineage_list.return_value = [] + mock_get_client.return_value = mock_client + + # Execute with minimal parameters + result = traverse_lineage( + guid=self.test_guid, direction=LineageDirection.UPSTREAM + ) + + # Verify default values were used + mock_lineage_instance.depth.assert_called_once_with(1000000) + mock_lineage_instance.size.assert_called_once_with(10) + mock_lineage_instance.immediate_neighbors.assert_called_once_with(False) + self.assertEqual(result["assets"], []) + + @patch("tools.lineage.get_atlan_client") + @patch("tools.lineage.FluentLineage") + def test_none_response_handling( + self, mock_fluent_lineage: Mock, mock_get_client: Mock + ) -> None: + """Test handling of None response from lineage API.""" + # Setup mocks + mock_request = Mock() + mock_lineage_instance = Mock() + mock_lineage_instance.direction.return_value = mock_lineage_instance + mock_lineage_instance.depth.return_value = mock_lineage_instance + mock_lineage_instance.size.return_value = mock_lineage_instance + mock_lineage_instance.immediate_neighbors.return_value = mock_lineage_instance + mock_lineage_instance.request = mock_request + mock_fluent_lineage.return_value = mock_lineage_instance + + mock_client = Mock() + mock_client.asset.get_lineage_list.return_value = None + mock_get_client.return_value = mock_client + + # Execute + result = traverse_lineage( + guid=self.test_guid, direction=LineageDirection.UPSTREAM + ) + + # Verify + self.assertEqual(result["assets"], []) + self.assertNotIn("error", result) + + @patch("tools.lineage.get_atlan_client") + @patch("tools.lineage.FluentLineage") + def test_response_with_none_items( + self, mock_fluent_lineage: Mock, mock_get_client: Mock + ) -> None: + """Test handling of response containing None items.""" + # Setup mocks + mock_request = Mock() + mock_lineage_instance = Mock() + mock_lineage_instance.direction.return_value = mock_lineage_instance + mock_lineage_instance.depth.return_value = mock_lineage_instance + mock_lineage_instance.size.return_value = mock_lineage_instance + mock_lineage_instance.immediate_neighbors.return_value = mock_lineage_instance + mock_lineage_instance.request = mock_request + mock_fluent_lineage.return_value = mock_lineage_instance + + mock_client = Mock() + # Response with some None items mixed in + response_with_nones = [ + Mock(guid="asset-1", name="Asset 1"), + None, + Mock(guid="asset-2", name="Asset 2"), + None, + ] + mock_client.asset.get_lineage_list.return_value = response_with_nones + mock_get_client.return_value = mock_client + + # Execute + result = traverse_lineage( + guid=self.test_guid, direction=LineageDirection.UPSTREAM + ) + + # Verify - should filter out None items + self.assertEqual(len(result["assets"]), 2) + self.assertNotIn("error", result) + + @patch("tools.lineage.get_atlan_client") + @patch("tools.lineage.FluentLineage") + def test_client_exception_handling( + self, mock_fluent_lineage: Mock, mock_get_client: Mock + ) -> None: + """Test handling of client exceptions during lineage traversal.""" + # Setup mocks + mock_request = Mock() + mock_lineage_instance = Mock() + mock_lineage_instance.direction.return_value = mock_lineage_instance + mock_lineage_instance.depth.return_value = mock_lineage_instance + mock_lineage_instance.size.return_value = mock_lineage_instance + mock_lineage_instance.immediate_neighbors.return_value = mock_lineage_instance + mock_lineage_instance.request = mock_request + mock_fluent_lineage.return_value = mock_lineage_instance + + mock_client = Mock() + mock_client.asset.get_lineage_list.side_effect = Exception("Lineage API Error") + mock_get_client.return_value = mock_client + + # Execute + result = traverse_lineage( + guid=self.test_guid, direction=LineageDirection.UPSTREAM + ) + + # Verify + self.assertEqual(result["assets"], []) + self.assertEqual(result["error"], "Lineage API Error") + + @patch("tools.lineage.get_atlan_client") + @patch("tools.lineage.FluentLineage") + def test_fluent_lineage_exception_handling( + self, mock_fluent_lineage: Mock, mock_get_client: Mock + ) -> None: + """Test handling of FluentLineage construction exceptions.""" + # Setup mock to raise exception during FluentLineage creation + mock_fluent_lineage.side_effect = Exception("FluentLineage construction error") + + # Execute + result = traverse_lineage( + guid=self.test_guid, direction=LineageDirection.UPSTREAM + ) + + # Verify + self.assertEqual(result["assets"], []) + self.assertEqual(result["error"], "FluentLineage construction error") + + @patch("tools.lineage.get_atlan_client") + @patch("tools.lineage.FluentLineage") + def test_large_depth_and_size_parameters( + self, mock_fluent_lineage: Mock, mock_get_client: Mock + ) -> None: + """Test traverse_lineage with large depth and size parameters.""" + # Setup mocks + mock_request = Mock() + mock_lineage_instance = Mock() + mock_lineage_instance.direction.return_value = mock_lineage_instance + mock_lineage_instance.depth.return_value = mock_lineage_instance + mock_lineage_instance.size.return_value = mock_lineage_instance + mock_lineage_instance.immediate_neighbors.return_value = mock_lineage_instance + mock_lineage_instance.request = mock_request + mock_fluent_lineage.return_value = mock_lineage_instance + + mock_client = Mock() + mock_client.asset.get_lineage_list.return_value = [] + mock_get_client.return_value = mock_client + + # Execute with large parameters + result = traverse_lineage( + guid=self.test_guid, + direction=LineageDirection.DOWNSTREAM, + depth=999999, + size=1000, + immediate_neighbors=False, + ) + + # Verify parameters were passed correctly + mock_lineage_instance.depth.assert_called_once_with(999999) + mock_lineage_instance.size.assert_called_once_with(1000) + mock_lineage_instance.immediate_neighbors.assert_called_once_with(False) + self.assertEqual(result["assets"], []) + + +if __name__ == "__main__": + unittest.main() diff --git a/modelcontextprotocol/tests/test_search.py b/modelcontextprotocol/tests/test_search.py new file mode 100644 index 0000000..5e101b9 --- /dev/null +++ b/modelcontextprotocol/tests/test_search.py @@ -0,0 +1,572 @@ +"""Unit tests for tools.search module.""" + +import unittest +from unittest.mock import Mock, patch + +from tools.search import search_assets + + +class TestSearchAssets(unittest.TestCase): + """Test cases for the search_assets function.""" + + def setUp(self) -> None: + """Set up test fixtures.""" + self.sample_conditions = { + "name": "test_table", + "certificate_status": "VERIFIED", + } + + self.sample_negative_conditions = {"description": "has_any_value"} + + self.sample_some_conditions = {"owner_users": ["user1", "user2"]} + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + def test_basic_search_with_conditions( + self, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test basic asset search with simple conditions.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + expected_result = { + "results": [{"name": "test_table", "certificateStatus": "VERIFIED"}], + "aggregations": {}, + "error": None, + } + mock_process_results.return_value = expected_result + + # Execute + result = search_assets(conditions=self.sample_conditions, limit=5) + + # Verify + self.assertEqual(result, expected_result) + mock_fluent_search.assert_called_once() + mock_client.asset.search.assert_called_once() + mock_process_results.assert_called_once_with(mock_search_response) + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + @patch("tools.search.CompoundQuery") + def test_search_with_asset_type_string( + self, + mock_compound_query: Mock, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with asset type specified as string.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + result = search_assets(asset_type="Table") + + # Verify + self.assertIsNotNone(result) + mock_search_instance.where.assert_called() + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + @patch("tools.search.CompoundQuery") + def test_search_with_asset_type_class( + self, + mock_compound_query: Mock, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with asset type specified as class.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Mock asset class + mock_asset_class = Mock() + mock_asset_class.__name__ = "Table" + + # Execute + result = search_assets(asset_type=mock_asset_class) + + # Verify + self.assertIsNotNone(result) + mock_compound_query.asset_type.assert_called_once_with(mock_asset_class) + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + @patch("tools.search.CompoundQuery") + def test_search_include_archived_false( + self, + mock_compound_query: Mock, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with include_archived=False (default).""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + result = search_assets(include_archived=False) + + # Verify that active_assets filter was applied + self.assertIsNotNone(result) + mock_compound_query.active_assets.assert_called_once() + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + def test_search_include_archived_true( + self, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with include_archived=True.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + result = search_assets(include_archived=True) + + # Verify + self.assertIsNotNone(result) + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + @patch("tools.search.CompoundQuery") + def test_search_with_connection_qualified_name( + self, + mock_compound_query: Mock, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with connection qualified name filter.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + result = search_assets(connection_qualified_name="default/snowflake/DB") + + # Verify + self.assertIsNotNone(result) + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + @patch("tools.search.CompoundQuery") + def test_search_with_tags( + self, + mock_compound_query: Mock, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with tags filter.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + result = search_assets(tags=["PRD", "SENSITIVE"], directly_tagged=True) + + # Verify + self.assertIsNotNone(result) + mock_compound_query.tagged.assert_called_once_with( + with_one_of=["PRD", "SENSITIVE"], directly=True + ) + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + def test_search_with_domain_guids( + self, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with domain GUIDs filter.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + result = search_assets(domain_guids=["domain-guid-1", "domain-guid-2"]) + + # Verify + self.assertIsNotNone(result) + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils._process_condition") + @patch("tools.search.SearchUtils._get_asset_attribute") + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + def test_search_with_negative_conditions( + self, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + mock_get_attr: Mock, + mock_process_condition: Mock, + ) -> None: + """Test search with negative conditions.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + mock_get_attr.return_value = Mock() + mock_process_condition.return_value = mock_search_instance + + # Execute + result = search_assets(negative_conditions=self.sample_negative_conditions) + + # Verify + self.assertIsNotNone(result) + mock_process_condition.assert_called() + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils._process_condition") + @patch("tools.search.SearchUtils._get_asset_attribute") + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + def test_search_with_some_conditions( + self, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + mock_get_attr: Mock, + mock_process_condition: Mock, + ) -> None: + """Test search with some conditions and min_somes.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.min_somes.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + mock_get_attr.return_value = Mock() + mock_process_condition.return_value = mock_search_instance + + # Execute + result = search_assets(some_conditions=self.sample_some_conditions, min_somes=2) + + # Verify + self.assertIsNotNone(result) + mock_process_condition.assert_called() + mock_search_instance.min_somes.assert_called_once_with(2) + mock_process_results.assert_called_once() + + def test_invalid_conditions_type(self) -> None: + """Test error handling for invalid conditions type.""" + result = search_assets(conditions="invalid_string_condition") + + # Should return empty list for invalid conditions + self.assertEqual(result, []) + + @patch("tools.search.get_atlan_client") + def test_client_exception_handling(self, mock_get_client: Mock) -> None: + """Test handling of client exceptions during search.""" + # Setup mock client to raise exception + mock_client = Mock() + mock_client.asset.search.side_effect = Exception("Search API Error") + mock_get_client.return_value = mock_client + + # Execute + result = search_assets(conditions={"name": "test"}) + + # Verify - should return error response on exception + self.assertEqual( + result, [{"results": [], "aggregations": {}, "error": "Search API Error"}] + ) + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + def test_search_with_date_range( + self, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with date range filters.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + date_range = {"create_time": {"gte": 1640995200000, "lte": 1672531200000}} + + # Execute + result = search_assets(date_range=date_range) + + # Verify + self.assertIsNotNone(result) + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + def test_search_with_guids_filter( + self, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with GUIDs filter.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + result = search_assets(guids=["guid-1", "guid-2", "guid-3"]) + + # Verify + self.assertIsNotNone(result) + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + def test_search_with_pagination( + self, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with pagination parameters.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.page_size.return_value = mock_search_instance + mock_search_instance.from_offset.return_value = mock_search_instance + mock_search_instance.include_on_results.return_value = mock_search_instance + mock_search_instance.include_on_relations.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + result = search_assets(limit=50, offset=100) + + # Verify + self.assertIsNotNone(result) + mock_search_instance.page_size.assert_called_once_with(50) + mock_search_instance.from_offset.assert_called_once_with(100) + mock_process_results.assert_called_once() + + @patch("tools.search.SearchUtils.process_results") + @patch("tools.search.get_atlan_client") + @patch("tools.search.FluentSearch") + def test_search_with_sorting( + self, + mock_fluent_search: Mock, + mock_get_client: Mock, + mock_process_results: Mock, + ) -> None: + """Test search with sorting parameters.""" + # Setup mocks + mock_search_instance = Mock() + mock_search_instance.where.return_value = mock_search_instance + mock_search_instance.sort.return_value = mock_search_instance + mock_search_instance.to_request.return_value = Mock() + mock_fluent_search.return_value = mock_search_instance + + mock_client = Mock() + mock_search_response = Mock() + mock_client.asset.search.return_value = mock_search_response + mock_get_client.return_value = mock_client + + mock_process_results.return_value = { + "results": [], + "aggregations": {}, + "error": None, + } + + # Execute + result = search_assets(sort_by="name", sort_order="DESC") + + # Verify + self.assertIsNotNone(result) + mock_process_results.assert_called_once() + + +if __name__ == "__main__": + unittest.main() diff --git a/modelcontextprotocol/uv.lock b/modelcontextprotocol/uv.lock index a241cf2..2bc3c3b 100644 --- a/modelcontextprotocol/uv.lock +++ b/modelcontextprotocol/uv.lock @@ -1,14 +1,14 @@ version = 1 -revision = 1 +revision = 2 requires-python = ">=3.11" [[package]] name = "annotated-types" version = "0.7.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081 } +sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" 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