fastmcp/tests/server/openapi/test_openapi_path_parameters.py
2025-05-23 17:16:32 -04:00

457 lines
15 KiB
Python

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,
)