* fix at_eof bug * update uv.lock * fix bug and change pool min values * Fixed startup errors caused by multiple versions of MCP services
743 lines
31 KiB
Python
743 lines
31 KiB
Python
# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing,
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# software distributed under the License is distributed on an
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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"""
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Apache Doris MCP Server - Enterprise Database Service Implementation
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Based on Apache Doris official MCP Server architecture design, providing complete MCP protocol support
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Supports independent encapsulation implementation of Resources, Tools, and Prompts
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Supports both stdio and streamable HTTP startup modes
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"""
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import argparse
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import asyncio
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import json
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import logging
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from typing import Any
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# MCP version compatibility handling
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MCP_VERSION = 'unknown'
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Server = None
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InitializationOptions = None
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Prompt = None
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Resource = None
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TextContent = None
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Tool = None
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def _import_mcp_with_compatibility():
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"""Import MCP components with multi-version compatibility"""
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global MCP_VERSION, Server, InitializationOptions, Prompt, Resource, TextContent, Tool
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try:
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# Strategy 1: Try direct server-only imports to avoid client-side issues
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from mcp.server import Server as _Server
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from mcp.server.models import InitializationOptions as _InitOptions
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from mcp.types import (
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Prompt as _Prompt,
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Resource as _Resource,
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TextContent as _TextContent,
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Tool as _Tool,
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)
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# Assign to globals
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Server = _Server
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InitializationOptions = _InitOptions
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Prompt = _Prompt
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Resource = _Resource
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TextContent = _TextContent
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Tool = _Tool
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# Try to get version safely
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try:
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import mcp
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MCP_VERSION = getattr(mcp, '__version__', None)
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if not MCP_VERSION:
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# Fallback: try to get version from package metadata
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try:
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import importlib.metadata
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MCP_VERSION = importlib.metadata.version('mcp')
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except Exception:
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# Second fallback: try pkg_resources
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try:
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import pkg_resources
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MCP_VERSION = pkg_resources.get_distribution('mcp').version
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except Exception:
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MCP_VERSION = 'detected-but-version-unknown'
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except Exception:
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# Version detection failed, but imports worked
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try:
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import importlib.metadata
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MCP_VERSION = importlib.metadata.version('mcp')
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except Exception:
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try:
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import pkg_resources
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MCP_VERSION = pkg_resources.get_distribution('mcp').version
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except Exception:
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MCP_VERSION = 'imported-successfully'
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logger = logging.getLogger(__name__)
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logger.info(f"MCP components imported successfully, version: {MCP_VERSION}")
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return True
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except Exception as import_error:
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logger = logging.getLogger(__name__)
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# Strategy 2: Handle RequestContext compatibility issues in 1.9.x versions
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error_str = str(import_error).lower()
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if 'requestcontext' in error_str and 'too few arguments' in error_str:
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logger.warning(f"Detected MCP RequestContext compatibility issue: {import_error}")
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logger.info("Attempting comprehensive workaround for MCP 1.9.x RequestContext issue...")
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try:
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# Comprehensive monkey patch approach
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import sys
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import types
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# Create and install mock modules before any MCP imports
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if 'mcp.shared.context' not in sys.modules:
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mock_context_module = types.ModuleType('mcp.shared.context')
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class FlexibleRequestContext:
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"""Flexible RequestContext that accepts variable arguments"""
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def __init__(self, *args, **kwargs):
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self.args = args
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self.kwargs = kwargs
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def __class_getitem__(cls, params):
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# Accept any number of parameters and return cls
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return cls
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# Add other methods that might be called
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def __getattr__(self, name):
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return lambda *args, **kwargs: None
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mock_context_module.RequestContext = FlexibleRequestContext
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sys.modules['mcp.shared.context'] = mock_context_module
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# Also patch the typing system to be more permissive
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original_check_generic = None
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try:
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import typing
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if hasattr(typing, '_check_generic'):
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original_check_generic = typing._check_generic
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def permissive_check_generic(cls, params, elen):
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# Don't enforce strict parameter count checking
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return
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typing._check_generic = permissive_check_generic
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except Exception:
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pass
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# Clear any cached imports that might have failed
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modules_to_clear = [k for k in sys.modules.keys() if k.startswith('mcp.')]
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for module in modules_to_clear:
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if module in sys.modules:
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del sys.modules[module]
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# Now try importing again with the patches in place
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from mcp.server import Server as _Server
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from mcp.server.models import InitializationOptions as _InitOptions
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from mcp.types import (
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Prompt as _Prompt,
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Resource as _Resource,
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TextContent as _TextContent,
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Tool as _Tool,
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)
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# Assign to globals
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Server = _Server
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InitializationOptions = _InitOptions
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Prompt = _Prompt
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Resource = _Resource
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TextContent = _TextContent
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Tool = _Tool
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# Try to detect actual version even in compatibility mode
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try:
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import importlib.metadata
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actual_version = importlib.metadata.version('mcp')
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MCP_VERSION = f'compatibility-mode-{actual_version}'
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except Exception:
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try:
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import pkg_resources
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actual_version = pkg_resources.get_distribution('mcp').version
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MCP_VERSION = f'compatibility-mode-{actual_version}'
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except Exception:
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MCP_VERSION = 'compatibility-mode-1.9.x'
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logger.info("MCP 1.9.x compatibility workaround successful!")
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# Restore original typing function if we patched it
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if original_check_generic:
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typing._check_generic = original_check_generic
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return True
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except Exception as workaround_error:
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logger.error(f"MCP compatibility workaround failed: {workaround_error}")
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# Restore original typing function if we patched it
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if original_check_generic:
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try:
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import typing
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typing._check_generic = original_check_generic
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except Exception:
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pass
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logger.error(f"Failed to import MCP components: {import_error}")
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return False
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# Perform MCP import with compatibility handling
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if not _import_mcp_with_compatibility():
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raise ImportError(
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"Failed to import MCP components. Please ensure MCP is properly installed. "
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"Supported versions: 1.8.x, 1.9.x"
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)
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from .tools.tools_manager import DorisToolsManager
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from .tools.prompts_manager import DorisPromptsManager
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from .tools.resources_manager import DorisResourcesManager
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from .utils.config import DorisConfig
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from .utils.db import DorisConnectionManager
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from .utils.security import DorisSecurityManager
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import os
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# Configure logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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# Create a default config instance for getting default values
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_default_config = DorisConfig()
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class DorisServer:
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"""Apache Doris MCP Server main class"""
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def __init__(self, config: DorisConfig):
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self.config = config
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self.server = Server("doris-mcp-server")
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# Initialize security manager
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self.security_manager = DorisSecurityManager(config)
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# Initialize connection manager, pass in security manager
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self.connection_manager = DorisConnectionManager(config, self.security_manager)
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# Initialize independent managers
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self.resources_manager = DorisResourcesManager(self.connection_manager)
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self.tools_manager = DorisToolsManager(self.connection_manager)
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self.prompts_manager = DorisPromptsManager(self.connection_manager)
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self.logger = logging.getLogger(f"{__name__}.DorisServer")
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self._setup_handlers()
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def _get_mcp_capabilities(self):
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"""Get MCP capabilities with version compatibility"""
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try:
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# For MCP 1.9.x and newer
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from mcp.server.lowlevel.server import NotificationOptions
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return self.server.get_capabilities(
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notification_options=NotificationOptions(
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prompts_changed=True,
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resources_changed=True,
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tools_changed=True
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),
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experimental_capabilities={}
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)
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except TypeError:
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try:
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# For MCP 1.8.x
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from mcp.server.lowlevel.server import NotificationOptions
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return self.server.get_capabilities(
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notification_options=NotificationOptions(
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prompts_changed=True,
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resources_changed=True,
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tools_changed=True
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),
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experimental_capabilities={}
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)
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except Exception as e:
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self.logger.warning(f"Could not get capabilities with NotificationOptions: {e}")
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# Fallback for older versions
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try:
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return self.server.get_capabilities()
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except Exception as fallback_e:
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self.logger.error(f"Failed to get capabilities: {fallback_e}")
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# Return minimal capabilities
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return {
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"resources": {},
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"tools": {},
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"prompts": {}
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}
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def _setup_handlers(self):
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"""Setup MCP protocol handlers"""
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@self.server.list_resources()
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async def handle_list_resources() -> list[Resource]:
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"""Handle resource list request"""
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try:
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self.logger.info("Handling resource list request")
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resources = await self.resources_manager.list_resources()
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self.logger.info(f"Returning {len(resources)} resources")
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return resources
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except Exception as e:
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self.logger.error(f"Failed to handle resource list request: {e}")
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return []
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@self.server.read_resource()
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async def handle_read_resource(uri: str) -> str:
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"""Handle resource read request"""
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try:
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self.logger.info(f"Handling resource read request: {uri}")
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content = await self.resources_manager.read_resource(uri)
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return content
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except Exception as e:
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self.logger.error(f"Failed to handle resource read request: {e}")
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return json.dumps(
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{"error": f"Failed to read resource: {str(e)}", "uri": uri},
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ensure_ascii=False,
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indent=2,
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)
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@self.server.list_tools()
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async def handle_list_tools() -> list[Tool]:
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"""Handle tool list request"""
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try:
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self.logger.info("Handling tool list request")
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tools = await self.tools_manager.list_tools()
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self.logger.info(f"Returning {len(tools)} tools")
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return tools
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except Exception as e:
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self.logger.error(f"Failed to handle tool list request: {e}")
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return []
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@self.server.call_tool()
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async def handle_call_tool(
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name: str, arguments: dict[str, Any]
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) -> list[TextContent]:
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"""Handle tool call request"""
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try:
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self.logger.info(f"Handling tool call request: {name}")
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result = await self.tools_manager.call_tool(name, arguments)
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return [TextContent(type="text", text=result)]
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except Exception as e:
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self.logger.error(f"Failed to handle tool call request: {e}")
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error_result = json.dumps(
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{
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"error": f"Tool call failed: {str(e)}",
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"tool_name": name,
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"arguments": arguments,
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},
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ensure_ascii=False,
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indent=2,
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)
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return [TextContent(type="text", text=error_result)]
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@self.server.list_prompts()
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async def handle_list_prompts() -> list[Prompt]:
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"""Handle prompt list request"""
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try:
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self.logger.info("Handling prompt list request")
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prompts = await self.prompts_manager.list_prompts()
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self.logger.info(f"Returning {len(prompts)} prompts")
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return prompts
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except Exception as e:
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self.logger.error(f"Failed to handle prompt list request: {e}")
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return []
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@self.server.get_prompt()
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async def handle_get_prompt(name: str, arguments: dict[str, Any]) -> str:
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"""Handle prompt get request"""
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try:
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self.logger.info(f"Handling prompt get request: {name}")
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result = await self.prompts_manager.get_prompt(name, arguments)
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return result
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except Exception as e:
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self.logger.error(f"Failed to handle prompt get request: {e}")
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error_result = json.dumps(
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{
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"error": f"Failed to get prompt: {str(e)}",
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"prompt_name": name,
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"arguments": arguments,
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},
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ensure_ascii=False,
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indent=2,
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)
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return error_result
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async def start_stdio(self):
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"""Start stdio transport mode"""
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self.logger.info("Starting Doris MCP Server (stdio mode)")
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try:
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# Ensure connection manager is initialized
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await self.connection_manager.initialize()
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self.logger.info("Connection manager initialization completed")
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# Start stdio server - using compatible import approach
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try:
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from mcp.server.stdio import stdio_server
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except ImportError:
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# Fallback for different MCP versions
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try:
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from mcp.server import stdio_server
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except ImportError as stdio_import_error:
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self.logger.error(f"Failed to import stdio_server: {stdio_import_error}")
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raise RuntimeError("stdio_server module not available in this MCP version")
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self.logger.info("Creating stdio_server transport...")
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# Try different startup approaches
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try:
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async with stdio_server() as streams:
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read_stream, write_stream = streams
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self.logger.info("stdio_server streams created successfully")
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# Create initialization options with version compatibility
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capabilities = self._get_mcp_capabilities()
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init_options = InitializationOptions(
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server_name="doris-mcp-server",
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server_version=os.getenv("SERVER_VERSION", _default_config.server_version),
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capabilities=capabilities,
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)
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self.logger.info("Initialization options created successfully")
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# Run server
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self.logger.info("Starting to run MCP server...")
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await self.server.run(read_stream, write_stream, init_options)
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except Exception as inner_e:
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self.logger.error(f"stdio_server internal error: {inner_e}")
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self.logger.error(f"Error type: {type(inner_e)}")
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# Try to get more error information
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import traceback
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self.logger.error("Complete error stack:")
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self.logger.error(traceback.format_exc())
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# If it's ExceptionGroup, try to parse
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if hasattr(inner_e, 'exceptions'):
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self.logger.error(f"ExceptionGroup contains {len(inner_e.exceptions)} exceptions:")
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for i, exc in enumerate(inner_e.exceptions):
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self.logger.error(f" Exception {i+1}: {type(exc).__name__}: {exc}")
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raise inner_e
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except Exception as e:
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self.logger.error(f"stdio server startup failed: {e}")
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self.logger.error(f"Error type: {type(e)}")
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raise
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|
|
|
|
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async def start_http(self, host: str = os.getenv("SERVER_HOST", _default_config.database.host), port: int = os.getenv("SERVER_PORT", _default_config.server_port)):
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"""Start Streamable HTTP transport mode"""
|
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self.logger.info(f"Starting Doris MCP Server (Streamable HTTP mode) - {host}:{port}")
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|
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try:
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# Ensure connection manager is initialized
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await self.connection_manager.initialize()
|
|
|
|
# Use Starlette and StreamableHTTPSessionManager according to official example
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|
import uvicorn
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|
import contextlib
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|
from collections.abc import AsyncIterator
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|
from mcp.server.streamable_http_manager import StreamableHTTPSessionManager
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|
from starlette.applications import Starlette
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|
from starlette.routing import Route
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|
from starlette.responses import JSONResponse, Response
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from starlette.types import Scope
|
|
|
|
# Create session manager
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|
session_manager = StreamableHTTPSessionManager(
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app=self.server,
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json_response=True, # Enable JSON response
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stateless=False # Maintain session state
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)
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|
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self.logger.info(f"StreamableHTTP session manager created, will start at http://{host}:{port}")
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|
|
|
# Health check endpoint
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|
async def health_check(request):
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|
return JSONResponse({"status": "healthy", "service": "doris-mcp-server"})
|
|
|
|
# Lifecycle manager - simplified since we manage session_manager externally
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|
@contextlib.asynccontextmanager
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|
async def lifespan(app: Starlette) -> AsyncIterator[None]:
|
|
"""Context manager for managing application lifecycle"""
|
|
self.logger.info("Application started!")
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|
try:
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|
yield
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|
finally:
|
|
self.logger.info("Application is shutting down...")
|
|
|
|
# Create ASGI application - use direct session manager as ASGI app
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|
starlette_app = Starlette(
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|
debug=True,
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|
routes=[
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Route("/health", health_check, methods=["GET"]),
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],
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lifespan=lifespan,
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)
|
|
|
|
# Custom ASGI app that handles both /mcp and /mcp/ without redirects
|
|
async def mcp_app(scope, receive, send):
|
|
# Handle lifespan events
|
|
if scope["type"] == "lifespan":
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|
await starlette_app(scope, receive, send)
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return
|
|
|
|
# Handle HTTP requests
|
|
if scope["type"] == "http":
|
|
path = scope.get("path", "")
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self.logger.info(f"Received request for path: {path}")
|
|
|
|
try:
|
|
# Handle health check
|
|
if path.startswith("/health"):
|
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await starlette_app(scope, receive, send)
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|
return
|
|
|
|
# Handle MCP requests - both /mcp and /mcp/ go to session manager
|
|
if path == "/mcp" or path.startswith("/mcp/"):
|
|
self.logger.info(f"Handling MCP request for path: {path}")
|
|
# Log request details for debugging
|
|
method = scope.get("method", "UNKNOWN")
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|
headers = dict(scope.get("headers", []))
|
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self.logger.info(f"MCP Request - Method: {method}")
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|
self.logger.info(f"MCP Request - Headers: {headers}")
|
|
|
|
# Handle Dify compatibility for GET requests
|
|
if method == "GET":
|
|
accept_header = headers.get(b'accept', b'').decode('utf-8')
|
|
user_agent = headers.get(b'user-agent', b'').decode('utf-8')
|
|
|
|
|
|
|
|
# For other GET requests, try to add application/json to Accept header
|
|
if 'text/event-stream' in accept_header and 'application/json' not in accept_header:
|
|
self.logger.info("Adding application/json to Accept header for GET request")
|
|
# Modify headers to include both content types
|
|
new_headers = []
|
|
for name, value in scope.get("headers", []):
|
|
if name == b'accept':
|
|
# Add application/json to the accept header
|
|
new_value = value.decode('utf-8') + ', application/json'
|
|
new_headers.append((name, new_value.encode('utf-8')))
|
|
else:
|
|
new_headers.append((name, value))
|
|
# Update scope with modified headers
|
|
scope = dict(scope)
|
|
scope["headers"] = new_headers
|
|
self.logger.info(f"Modified Accept header to: {new_value}")
|
|
|
|
await session_manager.handle_request(scope, receive, send)
|
|
return
|
|
|
|
# 404 for other paths
|
|
self.logger.info(f"Path not found: {path}")
|
|
response = Response("Not Found", status_code=404)
|
|
await response(scope, receive, send)
|
|
except Exception as e:
|
|
self.logger.error(f"Error handling request for {path}: {e}")
|
|
import traceback
|
|
self.logger.error(traceback.format_exc())
|
|
response = Response("Internal Server Error", status_code=500)
|
|
await response(scope, receive, send)
|
|
else:
|
|
# For other scope types, just return
|
|
self.logger.warning(f"Unsupported scope type: {scope['type']}")
|
|
return
|
|
|
|
# Start uvicorn server with session manager lifecycle
|
|
config = uvicorn.Config(
|
|
app=mcp_app,
|
|
host=host,
|
|
port=port,
|
|
log_level="info"
|
|
)
|
|
server = uvicorn.Server(config)
|
|
|
|
# Run session manager and server together
|
|
async with session_manager.run():
|
|
self.logger.info("Session manager started, now starting HTTP server")
|
|
await server.serve()
|
|
|
|
except Exception as e:
|
|
self.logger.error(f"Streamable HTTP server startup failed: {e}")
|
|
import traceback
|
|
self.logger.error("Complete error stack:")
|
|
self.logger.error(traceback.format_exc())
|
|
|
|
# If it's ExceptionGroup, try to parse
|
|
if hasattr(e, 'exceptions'):
|
|
self.logger.error(f"ExceptionGroup contains {len(e.exceptions)} exceptions:")
|
|
for i, exc in enumerate(e.exceptions):
|
|
self.logger.error(f" Exception {i+1}: {type(exc).__name__}: {exc}")
|
|
raise
|
|
|
|
async def shutdown(self):
|
|
"""Shutdown server"""
|
|
self.logger.info("Shutting down Doris MCP Server")
|
|
try:
|
|
await self.connection_manager.close()
|
|
self.logger.info("Doris MCP Server has been shut down")
|
|
except Exception as e:
|
|
self.logger.error(f"Error occurred while shutting down server: {e}")
|
|
|
|
|
|
def create_arg_parser():
|
|
"""Create command line argument parser"""
|
|
parser = argparse.ArgumentParser(
|
|
description="Apache Doris MCP Server - Enterprise Database Service",
|
|
formatter_class=argparse.RawDescriptionHelpFormatter,
|
|
epilog="""
|
|
Transport Modes:
|
|
stdio - Standard input/output (for local process communication)
|
|
http - Streamable HTTP mode (MCP 2025-03-26 protocol)
|
|
|
|
Examples:
|
|
python -m doris_mcp_server --transport stdio
|
|
python -m doris_mcp_server --transport http --host 0.0.0.0 --port 3000
|
|
"""
|
|
)
|
|
|
|
parser.add_argument(
|
|
"--transport",
|
|
type=str,
|
|
choices=["stdio", "http"],
|
|
default=os.getenv("TRANSPORT", _default_config.transport),
|
|
help=f"Transport protocol type: stdio (local), http (Streamable HTTP) (default: {_default_config.transport})",
|
|
)
|
|
|
|
parser.add_argument(
|
|
"--host",
|
|
type=str,
|
|
default=os.getenv("SERVER_HOST", _default_config.database.host),
|
|
help=f"Host address for HTTP mode (default: {_default_config.database.host})",
|
|
)
|
|
|
|
parser.add_argument(
|
|
"--port", type=int, default=os.getenv("SERVER_PORT", _default_config.server_port), help=f"Port number for HTTP mode (default: {_default_config.server_port})"
|
|
)
|
|
|
|
parser.add_argument(
|
|
"--db-host",
|
|
type=str,
|
|
default=os.getenv("DB_HOST", _default_config.database.host),
|
|
help=f"Doris database host address (default: {_default_config.database.host})",
|
|
)
|
|
|
|
parser.add_argument(
|
|
"--db-port", type=int, default=os.getenv("DB_PORT", _default_config.database.port), help=f"Doris database port number (default: {_default_config.database.port})"
|
|
)
|
|
|
|
parser.add_argument(
|
|
"--db-user", type=str, default=os.getenv("DB_USER", _default_config.database.user), help=f"Doris database username (default: {_default_config.database.user})"
|
|
)
|
|
|
|
parser.add_argument("--db-password", type=str, default="", help="Doris database password")
|
|
|
|
parser.add_argument(
|
|
"--db-database",
|
|
type=str,
|
|
default=os.getenv("DB_DATABASE", _default_config.database.database),
|
|
help=f"Doris database name (default: {_default_config.database.database})",
|
|
)
|
|
|
|
parser.add_argument(
|
|
"--log-level",
|
|
type=str,
|
|
choices=["DEBUG", "INFO", "WARNING", "ERROR"],
|
|
default=os.getenv("LOG_LEVEL", _default_config.logging.level),
|
|
help=f"Log level (default: {_default_config.logging.level})",
|
|
)
|
|
|
|
return parser
|
|
|
|
|
|
async def main():
|
|
"""Main function"""
|
|
parser = create_arg_parser()
|
|
args = parser.parse_args()
|
|
|
|
# Set log level
|
|
logging.getLogger().setLevel(getattr(logging, args.log_level))
|
|
|
|
# Create configuration - priority: command line arguments > .env file > default values
|
|
config = DorisConfig.from_env() # First load from .env file and environment variables
|
|
|
|
# Command line arguments override configuration (if provided)
|
|
if args.db_host != _default_config.database.host: # If not default value, use command line argument
|
|
config.database.host = args.db_host
|
|
if args.db_port != _default_config.database.port:
|
|
config.database.port = args.db_port
|
|
if args.db_user != _default_config.database.user:
|
|
config.database.user = args.db_user
|
|
if args.db_password: # Use password if provided
|
|
config.database.password = args.db_password
|
|
if args.db_database != _default_config.database.database:
|
|
config.database.database = args.db_database
|
|
if args.log_level != _default_config.logging.level:
|
|
config.logging.level = args.log_level
|
|
|
|
# Create server instance
|
|
server = DorisServer(config)
|
|
|
|
try:
|
|
if args.transport == "stdio":
|
|
await server.start_stdio()
|
|
elif args.transport == "http":
|
|
await server.start_http(args.host, args.port)
|
|
else:
|
|
logger.error(f"Unsupported transport protocol: {args.transport}")
|
|
await server.shutdown()
|
|
return 1
|
|
|
|
except KeyboardInterrupt:
|
|
logger.info("Received interrupt signal, shutting down server...")
|
|
except Exception as e:
|
|
logger.error(f"Server runtime error: {e}")
|
|
# Clean up resources even in case of exception
|
|
try:
|
|
await server.shutdown()
|
|
except Exception as shutdown_error:
|
|
logger.error(f"Error occurred while shutting down server: {shutdown_error}")
|
|
return 1
|
|
finally:
|
|
# Cleanup in case of normal shutdown
|
|
try:
|
|
await server.shutdown()
|
|
except Exception as shutdown_error:
|
|
logger.error(f"Error occurred while shutting down server: {shutdown_error}")
|
|
|
|
return 0
|
|
|
|
|
|
def main_sync():
|
|
"""Synchronous main function for entry point"""
|
|
exit_code = asyncio.run(main())
|
|
exit(exit_code)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main_sync()
|