import sys import tempfile from pathlib import Path from unittest.mock import AsyncMock, MagicMock, patch import pytest from lfx.components.langchain_utilities.json_agent import JsonAgentComponent class TestJsonAgentComponent: @pytest.fixture def component_class(self): """Return the component class to test.""" return JsonAgentComponent @pytest.fixture def default_kwargs(self): """Return the default kwargs for the component.""" return { "llm": MagicMock(), "path": "/tmp/test.json", } @pytest.fixture def file_names_mapping(self): """Return the file names mapping for different versions.""" return [] @pytest.fixture def mock_langchain_community(self): """Mock langchain_community module to avoid requiring it as a dependency.""" mock_json_spec = MagicMock() mock_json_spec.from_file = MagicMock() mock_json_tool = MagicMock() mock_json_tool.JsonSpec = mock_json_spec mock_json_toolkit = MagicMock() mock_json_toolkit.JsonToolkit = MagicMock() mock_agent_toolkits = MagicMock() mock_agent_toolkits.json = MagicMock() mock_agent_toolkits.json.toolkit = mock_json_toolkit mock_agent_toolkits.create_json_agent = MagicMock() mock_langchain_community = MagicMock() mock_langchain_community.agent_toolkits = mock_agent_toolkits mock_langchain_community.tools = MagicMock() mock_langchain_community.tools.json = MagicMock() mock_langchain_community.tools.json.tool = mock_json_tool with patch.dict( sys.modules, { "langchain_community": mock_langchain_community, "langchain_community.agent_toolkits": mock_agent_toolkits, "langchain_community.agent_toolkits.json": mock_agent_toolkits.json, "langchain_community.agent_toolkits.json.toolkit": mock_json_toolkit, "langchain_community.tools": mock_langchain_community.tools, "langchain_community.tools.json": mock_langchain_community.tools.json, "langchain_community.tools.json.tool": mock_json_tool, }, ): yield { "JsonSpec": mock_json_spec, "JsonToolkit": mock_json_toolkit.JsonToolkit, "create_json_agent": mock_agent_toolkits.create_json_agent, } def test_basic_setup(self, component_class, default_kwargs): """Test basic component initialization.""" component = component_class() component.set_attributes(default_kwargs) assert component.path == "/tmp/test.json" def test_get_local_path_with_local_json_file(self, component_class): """Test _get_local_path returns Path for local JSON files.""" component = component_class() # Create real JSON file with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f: f.write('{"key": "value"}') json_file = f.name try: component.set_attributes({"llm": MagicMock(), "path": json_file}) # Mock settings to indicate local storage with patch("lfx.components.langchain_utilities.json_agent.get_settings_service") as mock_get_settings: mock_settings = MagicMock() mock_settings.settings.storage_type = "local" mock_get_settings.return_value = mock_settings local_path = component._get_local_path() assert isinstance(local_path, Path) assert str(local_path) == json_file assert not hasattr(component, "_temp_file_path") finally: Path(json_file).unlink() def test_get_local_path_with_s3_json_file(self, component_class): """Test _get_local_path downloads S3 JSON files to temp.""" component = component_class() s3_path = "flow_456/config.json" component.set_attributes({"llm": MagicMock(), "path": s3_path}) json_content = b'{"key": "value", "number": 42}' # Mock S3 storage and read - real temp file creation with ( patch("lfx.components.langchain_utilities.json_agent.get_settings_service") as mock_get_settings, patch( "lfx.components.langchain_utilities.json_agent.read_file_bytes", new_callable=AsyncMock ) as mock_read_bytes, ): mock_settings = MagicMock() mock_settings.settings.storage_type = "s3" mock_get_settings.return_value = mock_settings mock_read_bytes.return_value = json_content # Real temp file creation local_path = component._get_local_path() # Verify real temp file was created assert isinstance(local_path, Path) import tempfile temp_dir = tempfile.gettempdir() assert str(local_path).startswith(temp_dir) assert str(local_path).endswith(".json") assert local_path.exists() assert local_path.read_bytes() == json_content assert hasattr(component, "_temp_file_path") # Cleanup component._cleanup_temp_file() assert not local_path.exists() def test_get_local_path_with_s3_yaml_file(self, component_class): """Test _get_local_path downloads S3 YAML files to temp with correct suffix.""" component = component_class() s3_path = "flow_456/config.yml" component.set_attributes({"llm": MagicMock(), "path": s3_path}) yaml_content = b"key: value\nnumber: 42" with ( patch("lfx.components.langchain_utilities.json_agent.get_settings_service") as mock_get_settings, patch( "lfx.components.langchain_utilities.json_agent.read_file_bytes", new_callable=AsyncMock ) as mock_read_bytes, ): mock_settings = MagicMock() mock_settings.settings.storage_type = "s3" mock_get_settings.return_value = mock_settings mock_read_bytes.return_value = yaml_content local_path = component._get_local_path() # Verify .yml suffix was used assert str(local_path).endswith(".yml") assert local_path.read_bytes() == yaml_content # Cleanup component._cleanup_temp_file() def test_cleanup_temp_file(self, component_class): """Test that cleanup removes temp file.""" component = component_class() # Create real temp file with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f: f.write('{"test": "data"}') temp_file = f.name component._temp_file_path = temp_file assert Path(temp_file).exists() component._cleanup_temp_file() assert not Path(temp_file).exists() def test_cleanup_temp_file_no_file(self, component_class): """Test that cleanup does nothing if no temp file exists.""" component = component_class() # Should not raise an error component._cleanup_temp_file() def test_build_agent_with_local_json_file(self, component_class, mock_langchain_community): """Test build_agent with local JSON file.""" component = component_class() # Create real JSON file with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f: f.write('{"users": [{"name": "Alice", "age": 30}]}') json_file = f.name try: component.set_attributes({"llm": MagicMock(), "path": json_file, "verbose": False}) # Mock settings and LangChain agent components with patch("lfx.components.langchain_utilities.json_agent.get_settings_service") as mock_get_settings: mock_settings = MagicMock() mock_settings.settings.storage_type = "local" mock_get_settings.return_value = mock_settings mock_json_spec = mock_langchain_community["JsonSpec"] mock_json_toolkit = mock_langchain_community["JsonToolkit"] mock_create_agent = mock_langchain_community["create_json_agent"] mock_spec = MagicMock() mock_json_spec.from_file.return_value = mock_spec mock_toolkit_instance = MagicMock() mock_json_toolkit.return_value = mock_toolkit_instance mock_agent = MagicMock() mock_create_agent.return_value = mock_agent agent = component.build_agent() assert agent == mock_agent # Verify real file was used mock_json_spec.from_file.assert_called_once_with(json_file) finally: Path(json_file).unlink() def test_build_agent_with_local_yaml_file(self, component_class, mock_langchain_community): """Test build_agent with local YAML file.""" component = component_class() # Create real YAML file with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as f: f.write("key: value\nnumber: 42") yaml_file = f.name try: component.set_attributes({"llm": MagicMock(), "path": yaml_file, "verbose": True}) with ( patch("lfx.components.langchain_utilities.json_agent.get_settings_service") as mock_get_settings, patch("builtins.open", create=True), patch("lfx.components.langchain_utilities.json_agent.yaml.safe_load") as mock_yaml_load, ): mock_settings = MagicMock() mock_settings.settings.storage_type = "local" mock_get_settings.return_value = mock_settings yaml_data = {"key": "value", "number": 42} mock_yaml_load.return_value = yaml_data mock_json_spec = mock_langchain_community["JsonSpec"] mock_json_toolkit = mock_langchain_community["JsonToolkit"] mock_create_agent = mock_langchain_community["create_json_agent"] mock_spec = MagicMock() mock_json_spec.return_value = mock_spec mock_toolkit_instance = MagicMock() mock_json_toolkit.return_value = mock_toolkit_instance mock_agent = MagicMock() mock_create_agent.return_value = mock_agent agent = component.build_agent() assert agent == mock_agent # YAML files use JsonSpec(dict_=...) not from_file mock_json_spec.assert_called_once_with(dict_=yaml_data) finally: Path(yaml_file).unlink() def test_build_agent_with_s3_json_file(self, component_class, mock_langchain_community): """Test build_agent with S3 JSON file (downloads to temp).""" component = component_class() component.set_attributes({"llm": MagicMock(), "path": "flow_456/data.json", "verbose": False}) json_content = b'{"users": []}' with ( patch("lfx.components.langchain_utilities.json_agent.get_settings_service") as mock_get_settings, patch( "lfx.components.langchain_utilities.json_agent.read_file_bytes", new_callable=AsyncMock ) as mock_read_bytes, ): mock_settings = MagicMock() mock_settings.settings.storage_type = "s3" mock_get_settings.return_value = mock_settings mock_read_bytes.return_value = json_content mock_json_spec = mock_langchain_community["JsonSpec"] mock_json_toolkit = mock_langchain_community["JsonToolkit"] mock_create_agent = mock_langchain_community["create_json_agent"] mock_spec = MagicMock() mock_json_spec.from_file.return_value = mock_spec mock_toolkit_instance = MagicMock() mock_json_toolkit.return_value = mock_toolkit_instance mock_agent = MagicMock() mock_create_agent.return_value = mock_agent agent = component.build_agent() assert agent == mock_agent # Verify temp file was created and cleaned up call_path = mock_json_spec.from_file.call_args[0][0] import tempfile temp_dir = tempfile.gettempdir() assert call_path.startswith(temp_dir) assert call_path.endswith(".json") # Cleanup should have been called assert not Path(call_path).exists() def test_build_agent_cleans_up_on_error(self, component_class, mock_langchain_community): """Test that temp file is cleaned up even when agent creation fails.""" component = component_class() component.set_attributes({"llm": MagicMock(), "path": "flow_456/data.json", "verbose": False}) json_content = b'{"invalid' mock_create_agent = mock_langchain_community["create_json_agent"] mock_create_agent.side_effect = Exception("Invalid JSON") with ( patch("lfx.components.langchain_utilities.json_agent.get_settings_service") as mock_get_settings, patch( "lfx.components.langchain_utilities.json_agent.read_file_bytes", new_callable=AsyncMock ) as mock_read_bytes, ): mock_settings = MagicMock() mock_settings.settings.storage_type = "s3" mock_get_settings.return_value = mock_settings mock_read_bytes.return_value = json_content with pytest.raises(Exception): # noqa: B017, PT011 component.build_agent() # Temp file should be cleaned up even after error if hasattr(component, "_temp_file_path"): temp_file_path = component._temp_file_path assert not Path(temp_file_path).exists()