from typing import Annotated, Literal from unittest.mock import AsyncMock, MagicMock import httpx import pytest from fastapi import FastAPI, Query from fastmcp import Client, FastMCP from fastmcp.server.openapi import MCPType, OpenAPITool, RouteMap from fastmcp.utilities.openapi import HTTPRoute, ParameterInfo @pytest.fixture def array_path_spec(): """Load a minimal OpenAPI spec with an array path parameter.""" return { "openapi": "3.1.0", "info": {"title": "Test API", "version": "1.0.0"}, "paths": { "/select/{days}": { "put": { "operationId": "test-operation", "parameters": [ { "name": "days", "in": "path", "required": True, "style": "simple", "explode": False, "schema": { "type": "array", "items": { "type": "string", "enum": [ "monday", "tuesday", "wednesday", "thursday", "friday", "saturday", "sunday", ], }, }, } ], "responses": { "200": { "description": "Success", "content": { "application/json": { "schema": { "type": "object", "properties": {"result": {"type": "string"}}, "required": ["result"], } } }, } }, } } }, } @pytest.fixture def mock_client(): """Create a mock httpx.AsyncClient.""" client = AsyncMock(spec=httpx.AsyncClient) # Set up a mock response mock_response = MagicMock() mock_response.json.return_value = {"result": "success"} mock_response.raise_for_status.return_value = None client.request.return_value = mock_response return client async def test_fastmcp_from_openapi(array_path_spec, mock_client): """Test creating FastMCP from OpenAPI spec with array path parameter.""" # Create FastMCP from the spec mcp = FastMCP.from_openapi(array_path_spec, client=mock_client) # Verify the tool was created using the MCP protocol method tools_result = await mcp.get_tools() tool_names = [tool.name for tool in tools_result.values()] assert "test_operation" in tool_names async def test_array_path_parameter_handling(mock_client): """Test how array path parameters are handled.""" # Create a simple route with array path parameter route = HTTPRoute( path="/select/{days}", method="PUT", operation_id="test_operation", parameters=[ ParameterInfo( name="days", location="path", required=True, schema={ "type": "array", "items": { "type": "string", "enum": [ "monday", "tuesday", "wednesday", "thursday", "friday", "saturday", "sunday", ], }, }, ) ], ) # Create the tool tool = OpenAPITool( client=mock_client, route=route, name="test_operation", description="Test operation", parameters={}, ) # Test with a single value await tool._execute_request(days=["monday"]) # Check that the path parameter is formatted correctly # This is where the bug is: it should be '/select/monday' not '/select/[\'monday\']' mock_client.request.assert_called_with( method="PUT", url="/select/monday", # This is the expected format params={}, headers={}, json=None, timeout=None, ) mock_client.request.reset_mock() # Test with multiple values await tool._execute_request(days=["monday", "tuesday"]) # Check that the path parameter is formatted correctly # It should be '/select/monday,tuesday' not '/select/[\'monday\', \'tuesday\']' mock_client.request.assert_called_with( method="PUT", url="/select/monday,tuesday", # This is the expected format params={}, headers={}, json=None, timeout=None, ) async def test_integration_array_path_parameter(array_path_spec, mock_client): """Integration test for array path parameters.""" # Create FastMCP from the spec mcp = FastMCP.from_openapi(array_path_spec, client=mock_client) # Call the tool with a single value await mcp._mcp_call_tool("test_operation", {"days": ["monday"]}) # Check the request was made correctly mock_client.request.assert_called_with( method="PUT", url="/select/monday", params={}, headers={}, json=None, timeout=None, ) mock_client.request.reset_mock() # Call the tool with multiple values await mcp._mcp_call_tool("test_operation", {"days": ["monday", "tuesday"]}) # Check the request was made correctly mock_client.request.assert_called_with( method="PUT", url="/select/monday,tuesday", params={}, headers={}, json=None, timeout=None, ) async def test_complex_nested_array_path_parameter(mock_client): """Test handling of complex nested array path parameters.""" # Create a route with a path parameter that contains nested objects in an array route = HTTPRoute( path="/report/{filters}", method="GET", operation_id="test-complex-filters", parameters=[ ParameterInfo( name="filters", location="path", required=True, schema={ "type": "array", "items": { "type": "object", "properties": { "field": {"type": "string"}, "value": {"type": "string"}, }, }, }, ) ], ) # Create the tool tool = OpenAPITool( client=mock_client, route=route, name="test-complex-filters", description="Test operation with complex filters", parameters={}, ) # Test with a more complex path parameter # This would typically be serialized as JSON or a more complex format # But for path parameters with style=simple, it should be comma-separated complex_filters = [ {"field": "status", "value": "active"}, {"field": "type", "value": "user"}, ] # Execute the request with complex filters await tool._execute_request(filters=complex_filters) # The complex object should be properly serialized in the URL # For path parameters, this would typically need a custom serialization strategy # but our implementation should handle it safely call_args = mock_client.request.call_args # Verify the request was made assert call_args is not None, "The request was not made" # Get the called URL and verify it contains the serialized path parameter called_url = call_args[1].get("url") # Check that the path parameter is handled (we don't expect perfect serialization, # but it should not cause errors and should maintain the array structure) assert "/report/" in called_url, "The URL should contain the path prefix" # Check that it didn't just convert the objects to string representations # that include the Python object syntax assert "status" in called_url, "The URL should contain filter field names" assert "active" in called_url, "The URL should contain filter values" assert "}" not in called_url, "The URL should not contain Python object syntax" assert "{" not in called_url, "The URL should not contain Python object syntax" async def test_array_query_param_with_fastapi(): """Test array query parameters using FastAPI and FastMCP.from_fastapi integration.""" # Create a FastAPI app with a route that has an array query parameter app = FastAPI() @app.get("/select") async def select_days( days: Annotated[ list[ Literal[ "monday", "tuesday", "wednesday", "thursday", "friday", "saturday", "sunday", ] ], Query(explode=True), ], ): # Using explode=True to get days=monday&days=tuesday format return {"selected": days} # Create a FastMCP server from the FastAPI app mcp = FastMCP.from_fastapi( app, route_maps=[RouteMap(methods=["GET"], pattern=r".*", mcp_type=MCPType.TOOL)], ) # Test with the client async with Client(mcp) as client: # Get the actual tool name first tools = await client.list_tools() tool_names = [tool.name for tool in tools] assert len(tool_names) == 1, ( f"Expected one tool, got {len(tool_names)}: {tool_names}" ) tool_name = tool_names[0] # Single day result = await client.call_tool(tool_name, {"days": ["monday"]}) # Client returns TextContent objects, so parse the JSON assert len(result) == 1 assert result[0].type == "text" import json result_data = json.loads(result[0].text) assert result_data == {"selected": ["monday"]} # Multiple days result = await client.call_tool(tool_name, {"days": ["monday", "tuesday"]}) assert len(result) == 1 assert result[0].type == "text" result_data = json.loads(result[0].text) assert result_data == {"selected": ["monday", "tuesday"]} async def test_array_query_parameter_format(mock_client): """Test that array query parameters are formatted as comma-separated values when explode=False.""" # Create a route with array query parameter route = HTTPRoute( path="/select", method="GET", operation_id="test-operation", parameters=[ ParameterInfo( name="days", location="query", # This is a query parameter required=True, schema={ "type": "array", "explode": False, # Set explode=False to test comma-separated formatting "items": { "type": "string", "enum": [ "monday", "tuesday", "wednesday", "thursday", "friday", "saturday", "sunday", ], }, }, ) ], ) # Create the tool tool = OpenAPITool( client=mock_client, route=route, name="test-operation", description="Test operation", parameters={}, ) # Test with a single value await tool._execute_request(days=["monday"]) # Check that the query parameter is formatted correctly mock_client.request.assert_called_with( method="GET", url="/select", params={"days": "monday"}, # Should be formatted as a string, not a list headers={}, json=None, timeout=None, ) mock_client.request.reset_mock() # Test with multiple values await tool._execute_request(days=["monday", "tuesday"]) # Check that the query parameter is formatted correctly # It should be 'days=monday,tuesday' not 'days=["monday","tuesday"]' mock_client.request.assert_called_with( method="GET", url="/select", params={"days": "monday,tuesday"}, # Should be comma-separated headers={}, json=None, timeout=None, ) async def test_array_query_parameter_exploded_format(mock_client): """Test that array query parameters are formatted as separate parameters when explode=True.""" # Create a route with array query parameter with explode=True (default) route = HTTPRoute( path="/select-exploded", method="GET", operation_id="test-exploded-operation", parameters=[ ParameterInfo( name="days", location="query", # This is a query parameter required=True, schema={ "type": "array", "explode": True, # Set explode=True for separate parameter serialization "items": { "type": "string", "enum": [ "monday", "tuesday", "wednesday", "thursday", "friday", "saturday", "sunday", ], }, }, ) ], ) # Create the tool tool = OpenAPITool( client=mock_client, route=route, name="test-exploded-operation", description="Test operation with exploded arrays", parameters={}, ) # Test with a single value await tool._execute_request(days=["monday"]) # Check that the query parameter is formatted correctly mock_client.request.assert_called_with( method="GET", url="/select-exploded", params={"days": ["monday"]}, # Should be passed as a list for explode=True headers={}, json=None, timeout=None, ) mock_client.request.reset_mock() # Test with multiple values await tool._execute_request(days=["monday", "tuesday"]) # Check that the query parameter is formatted correctly # It should be passed as an array, which httpx will serialize as days=monday&days=tuesday mock_client.request.assert_called_with( method="GET", url="/select-exploded", params={"days": ["monday", "tuesday"]}, # Should be passed as a list headers={}, json=None, timeout=None, )