{
   "BYTEHOUSE_HOST": "<ByteHouse-host>",
   "BYTEHOUSE_PORT": "8123",
   "BYTEHOUSE_USER": "bytehouse",
   "BYTEHOUSE_PASSWORD": "<ByteHouse-password>",
   "BYTEHOUSE_SECURE": true,
   "BYTEHOUSE_VERIFY": true, 
   "BH_ARK_API_KEY": "<火山引擎方舟API密钥>",
   "BH_ARK_BASE_URL": "https://ark.cn-beijing.volces.com/api/v3",
   "BH_EMBEDDING_MODEL": "doubao-embedding-vision-251215"
}

# 从配置文件读取配置，导出到环境变量
source scripts/export_config.sh
# 测试mcp server
uv run scripts/test_mcp_server.py

cd /root/.openclaw/workspace/skills/bytehouse-mcp
# 先设置环境变量，然后运行
uv run test_list_tables.py

cd /root/.openclaw/workspace/skills/bytehouse-mcp
# 先设置环境变量，然后运行
uv run query_top10_tables_mcp.py

cd /root/.openclaw/workspace/skills/bytehouse-mcp
# 先设置环境变量，然后运行
uv run data_asset_analyzer.py

cd /root/.openclaw/workspace/skills/bytehouse-mcp
# 先在脚本中配置环境变量，然后运行
./start_mcp_service.sh

./status_mcp_service.sh

./stop_mcp_service.sh

./restart_mcp_service.sh

#!/usr/bin/env python3
# /// script
# dependencies = [
#   "mcp>=1.0.0",
# ]
# ///

import asyncio
from data_asset_analyzer import DataAssetAnalyzer

async def main():
    analyzer = DataAssetAnalyzer()
    await analyzer.connect()
    
    # 分析数据库
    result = await analyzer.analyze_database("default")
    
    # result 包含:
    # - schema: 完整的数据库schema
    # - catalog: 数据资产目录
    # - lineage: 血缘分析
    # - files: 生成的文件路径

asyncio.run(main())

#!/usr/bin/env python3
# /// script
# dependencies = [
#   "mcp>=1.0.0",
# ]
# ///

import asyncio
from mcp_client import ByteHouseMCPClient

async def main():
    async with ByteHouseMCPClient() as client:
        await client.connect()
        
        # 1. 列出所有tools
        tools = await client.list_tools()
        print("可用的tools:", [t['name'] for t in tools])
        
        # 2. 调用tool
        # result = await client.call_tool("tool_name", {"param": "value"})
        # print(result)

asyncio.run(main())

#!/usr/bin/env python3
# /// script
# dependencies = [
#   "mcp>=1.0.0",
# ]
# ///

import asyncio
import os
from mcp import ClientSession, StdioServerParameters
from mcp.client.stdio import stdio_client

async def main():
    # 设置环境变量（请自行配置）
    env = os.environ.copy()
    env.update({
        'BYTEHOUSE_HOST': '<ByteHouse-host>',
        'BYTEHOUSE_PORT': '<ByteHouse-port>',
        'BYTEHOUSE_USER': '<ByteHouse-user>',
        'BYTEHOUSE_PASSWORD': '<ByteHouse-password>',
        'BYTEHOUSE_SECURE': 'true',
        'BYTEHOUSE_VERIFY': 'true',
    })
    
    # MCP Server参数
    server_params = StdioServerParameters(
        command='/root/.local/bin/uvx',
        args=[
            '--from',
            'git+https://github.com/volcengine/mcp-server@main#subdirectory=server/mcp_server_bytehouse',
            'mcp_bytehouse',
            '-t',
            'stdio'
        ],
        env=env
    )
    
    # 启动MCP Server并连接
    async with stdio_client(server_params) as (read, write):
        async with ClientSession(read, write) as session:
            await session.initialize()
            
            # 列出tools
            result = await session.list_tools()
            print("Tools:", [t.name for t in result.tools])
            
            # 调用tool
            # call_result = await session.call_tool("tool_name", {"param": "value"})

asyncio.run(main())

# 先配置环境变量，然后运行
./start_mcp_service.sh

./status_mcp_service.sh

# 查看最新日志
tail -f logs/mcp_server_*.log

# 查看特定日志文件
tail -f logs/mcp_server_20260312_184500.log

./stop_mcp_service.sh

./restart_mcp_service.sh

import asyncio
import os
from mcp import ClientSession, StdioServerParameters
from mcp.client.stdio import stdio_client

async def main():
    # 设置环境变量（请自行配置）
    env = os.environ.copy()
    env.update({
        'BYTEHOUSE_HOST': '<ByteHouse-host>',
        'BYTEHOUSE_PORT': '<ByteHouse-port>',
        'BYTEHOUSE_USER': '<ByteHouse-user>',
        'BYTEHOUSE_PASSWORD': '<ByteHouse-password>',
        'BYTEHOUSE_SECURE': 'true',
        'BYTEHOUSE_VERIFY': 'true',
    })
    
    server_params = StdioServerParameters(
        command='/root/.local/bin/uvx',
        args=[
            '--from',
            'git+https://github.com/volcengine/mcp-server@main#subdirectory=server/mcp_server_bytehouse',
            'mcp_bytehouse',
            '-t',
            'stdio'
        ],
        env=env
    )
    
    async with stdio_client(server_params) as (read, write):
        async with ClientSession(read, write) as session:
            await session.initialize()
            
            # 调用list_databases
            result = await session.call_tool("list_databases", {})
            for content in result.content:
                if content.type == 'text':
                    print(content.text)

asyncio.run(main())

# 调用list_tables
result = await session.call_tool("list_tables", {"database": "default"})

# 调用run_select_query
sql = "SELECT * FROM default.conversation_feedback LIMIT 10"
result = await session.call_tool("run_select_query", {"query": sql})

# 查询Top 10大表
sql = """
    SELECT 
        database,
        table,
        sum(bytes) as total_bytes,
        sum(rows) as total_rows
    FROM system.parts 
    WHERE active = 1
    GROUP BY database, table
    ORDER BY total_bytes DESC
    LIMIT 10
"""
result = await session.call_tool("run_select_query", {"query": sql})