AIRegulation-DocAnalysis/scripts/clear_all.py

#!/usr/bin/env python3
"""
清理脚本 - 清空Milvus向量数据库和MinIO对象存储中的所有文档数据

使用方法:
    python scripts/clear_all.py              # 清空所有数据
    python scripts/clear_all.py --milvus     # 仅清空Milvus
    python scripts/clear_all.py --minio      # 仅清空MinIO
    python scripts/clear_all.py --dry-run    # 仅查看数据统计，不删除
"""

import argparse
import sys
import os

# 添加 backend 到导入路径
PROJECT_ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
sys.path.insert(0, os.path.join(PROJECT_ROOT, "backend"))

from app.config.settings import settings
from loguru import logger


def clear_milvus(dry_run: bool = False):
    """清空Milvus向量数据库"""
    try:
        from pymilvus import connections, Collection, utility

        logger.info(f"连接Milvus: {settings.milvus_host}:{settings.milvus_port}")
        connections.connect(
            alias="default",
            host=settings.milvus_host,
            port=settings.milvus_port
        )

        collection_name = settings.milvus_collection

        # 检查collection是否存在
        if utility.has_collection(collection_name):
            collection = Collection(collection_name)

            if dry_run:
                # 仅统计数量
                collection.load()
                count = collection.num_entities
                logger.info(f"[DRY-RUN] Milvus collection '{collection_name}' 包含 {count} 条记录")
                return count

            # 删除collection（数据会全部清空）
            logger.info(f"删除collection: {collection_name}")
            utility.drop_collection(collection_name)
            logger.success(f"Milvus collection '{collection_name}' 已删除")

            # 重新创建collection（可选）
            logger.info("重新创建collection...")
            from app.services.storage.milvus_client import MilvusClient
            client = MilvusClient()
            client.connect()
            client.create_collection(recreate=True)
            client.disconnect()
            logger.success("Milvus collection已重新创建")

            return 0
        else:
            logger.info(f"Milvus collection '{collection_name}' 不存在")
            return 0

    except Exception as e:
        logger.error(f"清理Milvus失败: {e}")
        return -1
    finally:
        try:
            connections.disconnect("default")
        except:
            pass


def clear_minio(dry_run: bool = False):
    """清空MinIO对象存储"""
    try:
        from minio import Minio
        from minio.error import S3Error

        logger.info(f"连接MinIO: {settings.minio_endpoint}")
        client = Minio(
            settings.minio_endpoint,
            access_key=settings.minio_access_key,
            secret_key=settings.minio_secret_key,
            secure=settings.minio_secure
        )

        bucket = settings.minio_bucket

        # 检查bucket是否存在
        if not client.bucket_exists(bucket):
            logger.info(f"MinIO bucket '{bucket}' 不存在")
            return 0

        # 列出所有对象
        objects = list(client.list_objects(bucket))
        count = len(objects)

        if dry_run:
            logger.info(f"[DRY-RUN] MinIO bucket '{bucket}' 包含 {count} 个对象:")
            for obj in objects:
                logger.info(f"  - {obj.object_name} ({obj.size} bytes)")
            return count

        # 删除所有对象
        logger.info(f"清空bucket '{bucket}' 中的 {count} 个对象...")
        deleted = 0
        for obj in objects:
            try:
                client.remove_object(bucket, obj.object_name)
                deleted += 1
                logger.info(f"  已删除: {obj.object_name}")
            except S3Error as e:
                logger.warning(f"  删除失败: {obj.object_name} - {e}")

        logger.success(f"MinIO已清空，删除 {deleted} 个对象")
        return deleted

    except Exception as e:
        logger.error(f"清理MinIO失败: {e}")
        return -1


def main():
    parser = argparse.ArgumentParser(
        description="清空Milvus和MinIO中的所有文档数据"
    )
    parser.add_argument(
        "--milvus",
        action="store_true",
        help="仅清空Milvus向量数据库"
    )
    parser.add_argument(
        "--minio",
        action="store_true",
        help="仅清空MinIO对象存储"
    )
    parser.add_argument(
        "--dry-run",
        action="store_true",
        help="仅查看数据统计，不执行删除"
    )

    args = parser.parse_args()

    # 配置日志格式
    logger.remove()
    logger.add(sys.stdout, format="{time:HH:mm:ss} | {level} | {message}")

    logger.info("=" * 50)
    logger.info("文档数据清理脚本")
    logger.info("=" * 50)

    if args.dry_run:
        logger.warning("[DRY-RUN 模式] 仅统计，不删除数据")

    results = {}

    # 清理Milvus
    if args.milvus or (not args.milvus and not args.minio):
        logger.info("\n[1] 清理Milvus向量数据库")
        results["milvus"] = clear_milvus(dry_run=args.dry_run)

    # 清理MinIO
    if args.minio or (not args.milvus and not args.minio):
        logger.info("\n[2] 清理MinIO对象存储")
        results["minio"] = clear_minio(dry_run=args.dry_run)

    # 输出结果摘要
    logger.info("\n" + "=" * 50)
    logger.info("清理结果摘要:")
    for name, count in results.items():
        if count >= 0:
            status = "已清空" if not args.dry_run else "统计完成"
            logger.info(f"  {name}: {status} ({count} 条/个)")
        else:
            logger.error(f"  {name}: 清理失败")
    logger.info("=" * 50)

    # 返回状态码
    if all(c >= 0 for c in results.values()):
        logger.success("清理完成!")
        return 0
    else:
        logger.error("清理失败，请检查错误信息")
        return 1


if __name__ == "__main__":
    sys.exit(main())