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//\u586b\u5199\u64cd\u4f5c\u8d44\u6e90\u5730\u5740\uff0cbucket\u66ff\u6362\u6210\u6876\u540d\u79f0\uff1bfolder1\u66ff\u6362\u6210\u5177\u4f53\u7684\u8def\u5f84\uff1b\u5982\u6709\u591a\u4e2a\uff0c\u4ee5,\u5206\u9694\n            "arn:aws:s3:::bucket/*", \n            "arn:aws:s3:::bucket/folder1/*"\n         ],\n         "Principal": {\n              "AWS": [ //\u5c06\u5176\u4e2d\u3010uid1\u3011\u66ff\u6362\u4e3a\u6307\u5b9a\u7528\u6237ID\n                  "arn:aws:iam:::user/uid1", \n                  "arn:aws:iam:::user/uid2" \n               ] \n          }\n      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"),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"#!/bin/python3\n\nimport argparse\nimport boto3\nimport os\nimport sys\nfrom botocore.exceptions import ClientError\n\n\"\"\"\nEXAMPLES:\n    python3 ./aoss_delete_objects.py testuser testuser http://127.0.0.1 testbucket5 \"\" 0.5 --dry-run\n\"\"\"\n\ndef delete_files(*file_paths):\n    for file_path in file_paths:\n        if os.path.isfile(file_path):\n            try:\n                os.remove(file_path)\n                print(f\"\u6587\u4ef6\u5df2\u5220\u9664: {file_path}\")\n            except OSError as e:\n                print(f\"\u5220\u9664\u6587\u4ef6\u5931\u8d25 {file_path} : {e}\")\n\ndef get_s3_client(access_key, secret_key, endpoint_url):\n    config = boto3.session.Config(\n        connect_timeout=600, \n        read_timeout=600,\n        retries={'max_attempts': 5})\n    return boto3.client('s3', aws_access_key_id=access_key, aws_secret_access_key=secret_key, endpoint_url=endpoint_url, config=config)\n\ndef list_objects_v1(s3, bucket_name, prefix, marker=None, max_keys=1000):\n    try:\n        if marker:\n            response = s3.list_objects(Bucket=bucket_name, Prefix=prefix, Marker=marker, MaxKeys=max_keys)\n        else:\n            response = s3.list_objects(Bucket=bucket_name, Prefix=prefix, MaxKeys=max_keys)\n    except ClientError as e:\n        print(f\"Fail to list_objects(): {e.response['Error']['Code']}\", file=sys.stderr)\n        exit(1)\n\n    objects = []\n    for obj in response.get('Contents', []):\n        object_info = {'Key': obj['Key'], 'Size': obj['Size']}\n        objects.append(object_info)\n\n    return objects, response.get('IsTruncated', False), response.get('NextMarker', None)\n\ndef append_objects_to_file(objects, file_path):\n    with open(file_path, 'a', newline='') as file:\n        for obj in objects:\n            file.write('{} {}\\n'.format(obj['Key'], obj['Size']))\n\ndef load_objects_from_file_in_chunks(file_path, marker, chunk_size=1000):\n    if not os.path.isfile(file_path):\n        print(\"No objects to delete\")\n        exit(2)\n    with open(file_path, 'r', encoding='utf-8') as file:\n        objects = []\n        for line in file:\n            row = line.rsplit(' ', maxsplit=1)\n            if not marker or row[0] > marker:\n                objects.append({'Key': row[0], 'Size': int(row[1])})\n            if len(objects) == chunk_size:\n                yield objects\n                objects = []\n        if objects:\n            yield objects\n\ndef load_marker_from_file(file_path):\n    if not os.path.exists(file_path):\n        return None\n    if os.path.getsize(file_path) == 0:\n        return None\n    with open(file_path, 'rb') as file:\n        file.seek(-2, os.SEEK_END)\n        while file.tell() > 0 and file.read(1) != b'\\n':\n            file.seek(-2, os.SEEK_CUR)\n        last_line = file.readline().decode().strip()\n        last_key = last_line.rsplit(' ', maxsplit=1)[0]\n        return last_key\n\ndef maximum_size_selection(objects, delete_ratio):\n    objects.sort(key=lambda x: x['Size'], reverse=True)\n    delete_count = int(len(objects) * delete_ratio)\n    return objects[:delete_count], objects[delete_count:]\n\ndef delete_objects(s3, bucket_name, objects):\n    response = None\n    delete_list = [{'Key': obj['Key']} for obj in objects]\n    try:\n        response = s3.delete_objects(\n            Bucket=bucket_name,\n            Delete={\n                'Objects': delete_list,\n                'Quiet': False\n            },\n        )\n    except ClientError as e:\n        print(f\"Fail to delete objects: {e.response['Error']['Code']}\", file=sys.stderr)\n        exit(1)\n    if response and 'Errors' in response:\n        for error in response['Errors']:\n            print(f\"Key: {error['Key']}, Code: {error['Code']}, Message: {error['Message']}\", file=sys.stderr)\n\ndef main(s3_client, bucket_name, prefix, delete_ratio, marker, resume, dry_run):\n    file_path = 'bucket_objects.aoss'\n    delete_log_path = 'deleted_objects.aoss'\n    retain_log_path = 'retained_objects.aoss'\n\n    # \u6e05\u7406\u73af\u5883\n    if not resume:\n        delete_files(file_path, delete_log_path, retain_log_path)\n\n    delete_marker = load_marker_from_file(delete_log_path)\n    is_delete_started = (delete_marker is not None) and resume\n    if is_delete_started:\n        print(f\"Continue to delete from {delete_marker}\")\n\n    # 1. \u83b7\u53d6\u5bf9\u8c61\u5217\u8868\n    if not is_delete_started:\n        print(\"start to list objects\")\n        next_marker = load_marker_from_file(file_path)\n        if marker is None:\n            pass\n        elif next_marker is None:\n            next_marker = marker\n        elif marker > next_marker:\n            next_marker = marker\n        if next_marker:\n            print(\"Continue to list from marker \", next_marker)\n\n        while True:\n            new_objects, is_truncated, next_marker = list_objects_v1(s3_client, bucket_name, prefix, next_marker)\n            if len(new_objects) > 0:\n                append_objects_to_file(new_objects, file_path)\n            if not is_truncated:\n                break\n\n    # 2. \u5220\u9664\u5bf9\u8c61\n    print(\"start to delete objects\")\n    for objects in load_objects_from_file_in_chunks(file_path, delete_marker, 1000):\n        if len(objects) < 1:\n            break\n        to_delete, to_retain = maximum_size_selection(objects, delete_ratio)\n        to_delete.sort(key=lambda x: x['Key'])  # sort to ensure delete_marker ascending\n        if not dry_run:\n            delete_objects(s3_client, bucket_name, to_delete)\n        append_objects_to_file(to_delete, delete_log_path)\n        append_objects_to_file(to_retain, retain_log_path)\n\n    # 3. \u63d0\u793a\u7528\u6237\u4e0d\u8981 ls \u6216\u8005\u5220\u9664\u6876\n    print(\"Warning: \u5982\u679c\u662f\u6574\u6876\u5220\u9664\uff0c\u5220\u9664\u5bf9\u8c61\u540e\uff0c\u8bf7\u6ce8\u610f\u4e0d\u8981\u5c1d\u8bd5 ls \u6216\u8005\u5220\u9664\u8be5\u6876\uff0c\u5426\u5219\u5893\u7891\u6570\u636e\u8fc7\u591a\u53ef\u80fd\u4f1a\u5f15\u8d77\u96c6\u7fa4\u9707\u8361\")\n\ndef restricted_float(x):\n    x = float(x)\n    if x < 0.01 or x > 0.99:\n        raise argparse.ArgumentTypeError(f\"{x} not in range [0.01, 0.99]\")\n    return x\n\nif __name__ == \"__main__\":\n    parser = argparse.ArgumentParser(description='Delete a proportion of objects from an S3 bucket.')\n    parser.add_argument('access_key', help='access key')\n    parser.add_argument('secret_key', help='secret key')\n    parser.add_argument('endpoint_url', help='AOSS endpoint url, https://aoss.cn-sh-01.sensecoreapi-oss.cn etc.')\n    parser.add_argument('bucket_name', help='The name of the S3 bucket.')\n    parser.add_argument('prefix', help='The prefix path in the S3 bucket.')\n    parser.add_argument('delete_ratio', type=restricted_float, help='The ratio of objects to delete [0.01, 0.99].')\n    parser.add_argument('--marker', help='Start delete from specified marker.')\n    parser.add_argument('--resume', action=\"store_true\", help=\"continue last job\")\n    parser.add_argument('--dry-run', action='store_true', help=\"dry run, list bucket only, not actually delete objects\")\n    args = parser.parse_args()\n\n    s3_client = get_s3_client(args.access_key, args.secret_key, args.endpoint_url)\n    main(s3_client, args.bucket_name, args.prefix, args.delete_ratio, args.marker, args.resume, args.dry_run)\n\n\n")),(0,l.yg)("p",null,(0,l.yg)("strong",{parentName:"p"},"\u5de5\u4f5c\u539f\u7406"),"  "),(0,l.yg)("p",null,"\u628a\u9700\u8981\u5220\u9664\u7684\u6587\u4ef6 list \u51fa\u6765\u5e76\u5199\u5165\u672c\u5730\u6587\u4ef6 bucket_objects.aoss",(0,l.yg)("br",{parentName:"p"}),"\n","\u6bcf\u6b21\u4ece bucket_objects.aoss \u4e2d\u8bfb\u53d6 1000 \u4e2a key\uff0c\u6309\u7167 size \u4ece\u5927\u5230\u5c0f\u9009\u53d6\u6307\u5b9a\u6bd4\u4f8b\u7684\u5bf9\u8c61\u8fdb\u884c\u5220\u9664",(0,l.yg)("br",{parentName:"p"}),"\n","\u628a\u88ab\u9009\u4e2d\u7684\u5bf9\u8c61\u5199\u5165\u672c\u5730\u6587\u4ef6 deleted_objects.aoss \u4e2d",(0,l.yg)("br",{parentName:"p"}),"\n","\u6ca1\u6709\u88ab\u9009\u4e2d\u7684\u5bf9\u8c61\uff0c\u4f1a\u5199\u5165\u5230\u672c\u5730\u6587\u4ef6 retained_objects.aoss \u4e2d  "),(0,l.yg)("p",null,(0,l.yg)("strong",{parentName:"p"},"\u4f7f\u7528\u5efa\u8bae"),"  "),(0,l.yg)("ol",null,(0,l.yg)("li",{parentName:"ol"},"\u5355\u6876\u4e0d\u8d85\u8fc7 200\u4e07\u5bf9\u8c61\u7684 bucket\uff0c\u53ef\u4ee5\u4f7f\u7528 awscli \u6216\u8005 ads \u76f4\u63a5\u5220\u9664  "),(0,l.yg)("li",{parentName:"ol"},"\u5355\u6876\u5bf9\u8c61\u6570\u5728 200\u4e07 - 1000\u4e07\u4e4b\u95f4\uff0c\u9700\u8981\u8ddf sre \u786e\u8ba4\u540e\uff0c\u5224\u65ad\u80fd\u5426\u76f4\u63a5\u5220  "),(0,l.yg)("li",{parentName:"ol"},"\u5355\u6876\u8d85\u8fc7 1000 \u4e07\u5bf9\u8c61\u7684 bucket\uff0c\u5efa\u8bae\u4f7f\u7528\u672c\u5de5\u5177\u8fdb\u884c\u5220\u9664  ")),(0,l.yg)("p",null,(0,l.yg)("strong",{parentName:"p"},"\u4f7f\u7528\u65b9\u6cd5"),"  "),(0,l.yg)("ol",null,(0,l.yg)("li",{parentName:"ol"},"\u4f7f\u7528\u524d\uff0c\u9700\u8981\u5148\u5b89\u88c5 boto3  ")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"\xa0pip3 install boto3\n")),(0,l.yg)("p",null,"\u6216\u8005  "),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"\xa0yum install python3-boto3.noarch\n")),(0,l.yg)("ol",{start:2},(0,l.yg)("li",{parentName:"ol"},"--help \u53ef\u4ee5\u67e5\u770b\u7b80\u5355\u7684\u5e2e\u52a9\u4fe1\u606f  ")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"\xa0# python3 aoss_delete_objects.py --help\n\xa0usage: aoss_delete_objects.py [-h] [--marker MARKER] [--resume] [--dry-run]\n\xa0                              access_key secret_key endpoint_url bucket_name\n\xa0                              prefix delete_ratio\n\xa0\u200b\n\xa0Delete a proportion of objects from an S3 bucket.\n\xa0\u200b\n\xa0positional arguments:\n\xa0  access_key       access key\n\xa0  secret_key       secret key\n\xa0  endpoint_url     AOSS endpoint url, https://aoss.cn-sh-01.sensecoreapi-\n\xa0                   oss.cn etc.\n\xa0  bucket_name      The name of the S3 bucket.\n\xa0  prefix           The prefix path in the S3 bucket.\n\xa0  delete_ratio     The ratio of objects to delete (0.0 to 1.0).\n\xa0\u200b\n\xa0optional arguments:\n\xa0  -h, --help       show this help message and exit\n\xa0  --marker MARKER  Start delete from specified marker.\n\xa0  --resume         continue last job\n\xa0  --dry-run        dry run, list bucket only, not actually delete objects\n")),(0,l.yg)("ol",{start:3},(0,l.yg)("li",{parentName:"ol"},"\u53c2\u6570\u89e3\u6790  ")),(0,l.yg)("p",null,"access_key: \u7528\u6237\u7684 access key",(0,l.yg)("br",{parentName:"p"}),"\n","secret_key: \u7528\u6237\u7684 secret key",(0,l.yg)("br",{parentName:"p"}),"\n","endpoint_url: \u5bf9\u8c61\u5b58\u50a8\u7684\u8bbf\u95ee\u5730\u5740\uff0c\u6bd4\u5982\u4e0a\u6d77 01a \u662f ",(0,l.yg)("a",{parentName:"p",href:"https://aoss.cn-sh-01.sensecoreapi-oss.cn"},"https://aoss.cn-sh-01.sensecoreapi-oss.cn"),(0,l.yg)("br",{parentName:"p"}),"\n","bucket_name: \u6876\u540d",(0,l.yg)("br",{parentName:"p"}),"\n",'prefix: \u9700\u8981\u5220\u9664\u7684\u5bf9\u8c61\u524d\u7f00\u6216\u8005\u76ee\u5f55\u540d\u3002\u6bd4\u5982\u8981\u5220\u9664\u76ee\u5f55 dir1\uff0c\u5219\u4f20\u5165 dir1/\uff0c\u6307\u5b9a\u4e00\u7ea7\u76ee\u5f55\u65f6\uff0c\u6ce8\u610f\u524d\u7f00\u65e0\u987b\u5e26\u4e0a("/")\u3002\u4ece\u6839\u76ee\u5f55\u5f00\u59cb\u5220\u9664\u65f6\uff0cprefix \u4f20\u5165\u7a7a\u5b57\u7b26\u4e32 ""',(0,l.yg)("br",{parentName:"p"}),"\n","delete_ratio: \u5220\u9664\u7684\u6bd4\u4f8b\uff0c\u53d6\u503c\u8303\u56f4 ","[0.01, 0.99]","\u3002\u4e3a\u4e86\u907f\u514d\u6279\u91cf\u5220\u9664\u4ea7\u751f\u5927\u91cf\u8fde\u7eed\u7684\u5893\u7891\uff0c\u5bfc\u81f4 bucket ls \u53d8\u6162\uff0c\u56e0\u6b64\u73b0\u9636\u6bb5\u4e0d\u5efa\u8bae\u5ba2\u6237\u505a\u5168\u91cf\u5220\u9664\uff0c\u5220\u9664\u6bd4\u4f8b\u53d6\u503c\u8303\u56f4\u9650\u5236\u4e3a 1% - 99%",(0,l.yg)("br",{parentName:"p"}),"\n","\u53ef\u9009\u53c2\u6570\uff1a",(0,l.yg)("br",{parentName:"p"}),"\n","--marker \u6307\u5b9a\u5f00\u59cb list-objects \u7684\u4f4d\u7f6e\u3002\u5982\u679c prefix \u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\uff0c\u53ef\u4ee5\u914d\u5408 marker \u4f7f\u7528",(0,l.yg)("br",{parentName:"p"}),"\n","--resume list-objects \u6216\u8005 delete-objects \u9636\u6bb5\u4efb\u52a1\u4e2d\u65ad\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528 resume \u53c2\u6570\u7ee7\u7eed\u4efb\u52a1",(0,l.yg)("br",{parentName:"p"}),"\n","--dry-run \u53ea list-objects \u5e76\u6a21\u62df\u5220\u9664\uff0c\u5e76\u4e0d\u4f1a\u771f\u6b63\u5220\u9664\u5bf9\u8c61  "),(0,l.yg)("ol",{start:4},(0,l.yg)("li",{parentName:"ol"},"\u793a\u4f8b\u6574\u6876\u5220\u9664 99%  ")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},'\xa0python3 ./aoss_delete_objects.py testuser testuser https://aoss.cn-sh-01.sensecoreapi-oss.cn testbucket "" 0.99\n')),(0,l.yg)("ol",{start:5},(0,l.yg)("li",{parentName:"ol"},"\u5982\u679c\u5728 list-objects \u6216\u8005 delete-objects \u9636\u6bb5\u5f02\u5e38\u9000\u51fa\u6216\u8005\u4e3b\u52a8\u4e2d\u65ad\uff0c\u53ef\u4ee5\u901a\u8fc7\u53c2\u6570 --resume \u7ee7\u7eed\u6267\u884c  ")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},'\xa0python3 ./s3_delete_objects.py testuser testuser https://aoss.cn-sh-01.sensecoreapi-oss.cn testbucket "" 0.99\n')),(0,l.yg)("p",null,(0,l.yg)("strong",{parentName:"p"},"\u6ce8\u610f\u4e8b\u9879"),"  "),(0,l.yg)("ol",null,(0,l.yg)("li",{parentName:"ol"},"\u4f7f\u7528 --resume \u7684\u65f6\u5019\uff0cmarker \u548c\u6876\u540d\u9700\u8981\u8ddf\u4e0a\u4e00\u6b21\u4fdd\u6301\u4e00\u81f4  "),(0,l.yg)("li",{parentName:"ol"},"\u5982\u679c bucket \u4e2d\u5bf9\u8c61\u6bd4\u8f83\u591a\uff0c\u5efa\u8bae\u5206\u591a\u6b21\u5206\u76ee\u5f55\u5220\u9664\uff0c\u5355\u6b21\u5220\u9664\u7684\u5bf9\u8c61\u6570\u63a7\u5236\u5728 2 \u4ebf\u5185  ")),(0,l.yg)("p",null,(0,l.yg)("strong",{parentName:"p"},"\u67e5\u770b\u5f53\u524d\u5220\u9664\u8fdb\u5ea6"),"  "),(0,l.yg)("p",null,"1.\u67e5\u770b\u9700\u8981\u5220\u9664\u7684\u5bf9\u8c61\u6570  "),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},'\xa0ratio=0.95\n\xa0echo "$(cat bucket_objects.aoss | wc -l) * ${ratio}" | bc\n')),(0,l.yg)("p",null,"2.\u67e5\u770b\u5df2\u5220\u9664\u7684\u5bf9\u8c61\u6570  "),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"wc -l deleted_objects.aoss\n")),(0,l.yg)("h4",{id:"8boto3-sdk\u5e38\u7528\u7528\u4f8b\u8bf4\u660e"},"8.boto3 sdk\u5e38\u7528\u7528\u4f8b\u8bf4\u660e"),(0,l.yg)("p",null,"\u672c\u6587\u6863\u63d0\u4f9b\u4e00\u4e9b\u57fa\u7840\u7528\u4f8b\u5e2e\u52a9\u5ba2\u6237\u5feb\u901f\u4e86\u89e3boto3\u7684\u4f7f\u7528\u65b9\u6cd5\uff0c\u66f4\u8be6\u7ec6\u4f7f\u7528\u8bf4\u660e\u53c2\u89c1\u5b98\u65b9\u6587\u6863\n",(0,l.yg)("a",{parentName:"p",href:"https://boto3.amazonaws.com/v1/documentation/api/1.23.0/index.html"},"https://boto3.amazonaws.com/v1/documentation/api/1.23.0/index.html")," "),(0,l.yg)("p",null,(0,l.yg)("strong",{parentName:"p"},"\u4f7f\u7528\u65b9\u6cd5"),"  "),(0,l.yg)("ol",null,(0,l.yg)("li",{parentName:"ol"},"\u4f7f\u7528\u524d\uff0c\u9700\u8981\u5148\u5b89\u88c5 boto3  ")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"\xa0pip3 install boto3\n")),(0,l.yg)("ol",{start:2},(0,l.yg)("li",{parentName:"ol"},"\u521b\u5efa\u6876  ")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},'import logging\nimport boto3\nfrom botocore.exceptions import ClientError\n\ndef create_bucket(bucket_name, region=None):\n    try:\n        if region is None:\n            s3_client = boto3.client(\'s3\', endpoint_url="http://aoss.cn-sh-01.sensecoreapi-oss.cn",aws_access_key_id="xxx",aws_secret_access_key="xxx")\n            s3_client.create_bucket(Bucket=bucket_name)\n    except ClientError as e:\n        logging.error(e)\n        return False\n    return True\n\ncreate_bucket("test-boto1")\n')),(0,l.yg)("ol",{start:3},(0,l.yg)("li",{parentName:"ol"},"\u6876\u5217\u8868\u5c55\u793a")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"import boto3\n\ns3_client = boto3.client('s3', endpoint_url=\"http://aoss.cn-sh-01.sensecoreapi-oss.cn\",aws_access_key_id=\"xxx\",aws_secret_access_key=\"xxx\")\nresponse = s3_client.list_buckets()\n\n# Output the bucket names\nprint('Existing buckets:')\nfor bucket in response['Buckets']:\n    print(f'  {bucket[\"Name\"]}')\n")),(0,l.yg)("ol",{start:4},(0,l.yg)("li",{parentName:"ol"},"\u6307\u5b9a\u6876\u521b\u5efa\u8def\u5f84")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"import boto3\ns3_client = boto3.client('s3', endpoint_url=\"http://aoss.cn-sh-01.sensecoreapi-oss.cn\",aws_access_key_id=\"xxx\",aws_secret_access_key=\"xxx\")\n\ns3_client.put_object(\n    Bucket='bucket-name',\n    Key='test-folder/'\n)\n")),(0,l.yg)("ol",{start:5},(0,l.yg)("li",{parentName:"ol"},"\u4e0a\u4f20\u6587\u4ef6\u5230\u6307\u5b9a\u8def\u5f84")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},'import boto3\n\ns3_client = boto3.client(\'s3\', endpoint_url="http://aoss.cn-sh-01.sensecoreapi-oss.cn",\n                         aws_access_key_id="xxx",\n                         aws_secret_access_key="xxx")\nwith open("test.py", "rb") as f:\n    s3_client.upload_fileobj(f, "osschenxi", "test-folder/test.py")\n')),(0,l.yg)("ol",{start:6},(0,l.yg)("li",{parentName:"ol"},"\u4e0b\u8f7dobject")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"import boto3\n\ns3_client = boto3.client('s3', endpoint_url=\"http://aoss.cn-sh-01.sensecoreapi-oss.cn\",\n                         aws_access_key_id=\"xxx\",\n                         aws_secret_access_key=\"xxx\")\n\nwith open('download.py', 'wb') as f:\n    s3_client.download_fileobj('osschenxi', 'test-folder/test.py', f)\n")),(0,l.yg)("ol",{start:7},(0,l.yg)("li",{parentName:"ol"},"\u5b9e\u73b0\u6307\u5b9a\u76ee\u5f55\u6279\u91cf\u6587\u4ef6\u4e0b\u8f7d")),(0,l.yg)("pre",null,(0,l.yg)("code",{parentName:"pre"},"import boto3\nimport os\n\ndef download_s3_folder(bucket_name, s3_folder, local_dir):\n    s3 = boto3.client('s3',endpoint_url=\"http://aoss.cn-sh-01.sensecoreapi-oss.cn\",aws_access_key_id=\"xxx\",aws_secret_access_key=\"xxxx\")\n\n    # \u786e\u4fdd\u672c\u5730\u76ee\u5f55\u5b58\u5728\n    if not os.path.exists(local_dir):\n        os.makedirs(local_dir)\n\n    objects = []\n    next_marker = None\n\n    while True:\n        if next_marker:\n            response = s3.list_objects(Bucket=bucket_name, Prefix=s3_folder,\n                                            Marker=next_marker)\n        else:\n            response = s3.list_objects(Bucket=bucket_name, Prefix=s3_folder)\n\n        if 'Contents' in response:\n            objects.extend(response['Contents'])\n\n        # \u68c0\u67e5\u662f\u5426\u8fd8\u6709\u66f4\u591a\u5bf9\u8c61\n        if response.get('IsTruncated'):  # \u68c0\u67e5\u662f\u5426\u6709\u66f4\u591a\u7684\u5bf9\u8c61\n            next_marker = response.get('NextMarker')\n        else:\n            break\n\n    for obj in objects:\n        # \u83b7\u53d6\u5bf9\u8c61\u7684 Key\n        s3_key = obj['Key']\n\n        # \u53bb\u6389\u672b\u5c3e\u4e3a /\uff0csize\u4e3a0\u7684\u7279\u6b8a\u5bf9\u8c61\n        if s3_key.endswith('/') and obj['Size'] == 0:\n            continue\n\n        # \u751f\u6210\u672c\u5730\u6587\u4ef6\u8def\u5f84\n        local_file_path = os.path.join(local_dir, os.path.relpath(s3_key, s3_folder))\n\n        # \u786e\u4fdd\u672c\u5730\u76ee\u5f55\u5b58\u5728\n        os.makedirs(os.path.dirname(local_file_path), exist_ok=True)\n\n        # \u4e0b\u8f7d\u6587\u4ef6\n        s3.download_file(bucket_name, s3_key, local_file_path)\n        print(f'Downloaded {s3_key} to {local_file_path}')\n\n# \u4f7f\u7528\u793a\u4f8b\ndownload_s3_folder('osschenxi', 'CTS/', '/tmp/test2/')\n")),(0,l.yg)("h2",{id:"aoss\u652f\u6301api\u5217\u8868"},"AOSS\u652f\u6301API\u5217\u8868"),(0,l.yg)("p",null,"\u517c\u5bb9S3\u63a5\u53e3\uff0c\u63d0\u4f9bRESTful 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