alibabacloud-dataworks-data-governance（阿里巴巴云数据工场数据治理）

DataWorks Data Governance Tag Management

Manage data asset tags via the DataWorks Data Governance API, including creating, updating, and querying tag keys/values, as well as batch binding and unbinding tags on data assets.

FORBIDDEN API — DeleteDataAssetTag must NOT be used in this skill. Calling DeleteDataAssetTag is strictly prohibited. Do not implement, suggest, or invoke this API under any circumstances. If a user requests deletion of a tag key or tag value, inform them that this operation is outside the scope of this skill and must be handled through other authorized channels.

Architecture: DataWorks Data Governance Tag API (ROA style) + Alibaba Cloud Python Common SDK

Pre-check: Aliyun CLI >= 3.3.1 required Run aliyun version to verify >= 3.3.1. If not installed or version too low, see references/cli-installation-guide.md for installation instructions. Then [MUST] run aliyun configure set --auto-plugin-install true to enable automatic plugin installation.

Pre-check: Alibaba Cloud Credentials Required Security Rules: - NEVER read, echo, or print AK/SK values (e.g., echo $ALIBABA_CLOUD_ACCESS_KEY_ID is FORBIDDEN) - NEVER ask the user to input AK/SK directly in the conversation or command line - NEVER use aliyun configure set with literal credential values - ONLY use aliyun configure list to check credential status ``bash aliyun configure list ` Check the output for a valid profile (AK, STS, or OAuth identity). **If no valid profile exists, STOP here.** 1. Obtain credentials from [Alibaba Cloud Console](https://ram.console.aliyun.com/manage/ak) 2. Configure credentials **outside of this session** (via aliyun configure in terminal or environment variables in shell profile) 3. Return and re-run after aliyun configure list` shows a valid profile

Installation

pip3 install alibabacloud_tea_openapi==0.4.4 alibabacloud_credentials==1.0.8 alibabacloud_tea_util==0.3.14 alibabacloud_openapi_util==0.2.4

RAM Permissions

[MUST] Permission Failure Handling: When any command or API call fails due to permission errors at any point during execution, follow this process: 1. Read references/ram-policies.md to get the full list of permissions required by this SKILL 2. Use ram-permission-diagnose skill to guide the user through requesting the necessary permissions 3. Pause and wait until the user confirms that the required permissions have been granted

Parameter Confirmation

IMPORTANT: Parameter Confirmation — Before executing any command or API call, ALL user-customizable parameters (e.g., RegionId, instance names, CIDR blocks, passwords, domain names, resource specifications, etc.) MUST be confirmed with the user. Do NOT assume or use default values without explicit user approval.

Core Workflow

Initialize SDK Client

import re
from alibabacloud_tea_openapi.client import Client as OpenApiClient
from alibabacloud_credentials.client import Client as CredentialClient
from alibabacloud_tea_openapi import models as open_api_models
from alibabacloud_tea_util import models as util_models
from alibabacloud_openapi_util.client import Client as OpenApiUtilClient
import json

_VALID_DATA_ASSET_TYPES = {
    'ACS::DataWorks::Table', 'ACS::DataWorks::Task',
    'ACS::DataWorks::Node', 'ACS::DataWorks::WorkFlow',
    'ACS::DataWorks::DataServiceApi', 'ACS::DataWorks::DataQualityRule'
}
_VALID_ASSET_TYPES = {'Table', 'Task', 'Node', 'WorkFlow', 'DataServiceApi', 'DataQualityRule'}
_VALID_CATEGORIES  = {'Normal', 'CUSTOM'}
_VALID_ENV_TYPES   = {'Prod', 'Dev'}

def _validate_region_id(region_id):
    if not isinstance(region_id, str) or not region_id:
        raise ValueError('region_id must be a non-empty string')
    if not re.match(r'^[a-z]{2}-[a-z0-9-]+$', region_id):
        raise ValueError(f'Invalid region_id format: {region_id!r}')

def _validate_tags(tags, max_len=20):
    if not isinstance(tags, list) or len(tags) == 0:
        raise ValueError('tags must be a non-empty list')
    if len(tags) > max_len:
        raise ValueError(f'tags exceeds max length {max_len}, got {len(tags)}')
    for t in tags:
        if not isinstance(t, dict) or 'Key' not in t or 'Value' not in t:
            raise ValueError('Each tag must be a dict with "Key" and "Value"')

def _validate_asset_ids(ids, max_len=100):
    if not isinstance(ids, list) or len(ids) == 0:
        raise ValueError('data_asset_ids must be a non-empty list')
    if len(ids) > max_len:
        raise ValueError(f'data_asset_ids exceeds max length {max_len}, got {len(ids)}')

def _validate_page(page_number, page_size):
    if not isinstance(page_number, int) or page_number < 1:
        raise ValueError(f'page_number must be an integer >= 1, got {page_number!r}')
    if not isinstance(page_size, int) or not (1 <= page_size <= 100):
        raise ValueError(f'page_size must be an integer between 1 and 100, got {page_size!r}')

def create_client(region_id: str) -> OpenApiClient:
    _validate_region_id(region_id)
    credential = CredentialClient()
    config = open_api_models.Config(credential=credential)
    config.endpoint = f'dataworks.{region_id}.aliyuncs.com'
    config.user_agent = 'AlibabaCloud-Agent-Skills'
    return OpenApiClient(config)

1. Create Tag Key (CreateDataAssetTag)

def create_data_asset_tag(client, key: str, values=None, description=None,
                           value_policy=None, category='Normal', managers=None):
    if not isinstance(key, str) or not key.strip():
        raise ValueError('key must be a non-empty string')
    if category not in _VALID_CATEGORIES:
        raise ValueError(f'category must be one of {_VALID_CATEGORIES}, got {category!r}')
    if values is not None:
        if not isinstance(values, list):
            raise ValueError('values must be a list')
    if managers is not None:
        if not isinstance(managers, list):
            raise ValueError('managers must be a list')

    params = open_api_models.Params(
        action='CreateDataAssetTag',
        version='2024-05-18',
        protocol='HTTPS',
        method='POST',
        auth_type='AK',
        style='ROA',
        pathname='/api/v1/data-governance/tags',
        req_body_type='json',
        body_type='json'
    )
    body = {'Key': key}
    if values is not None:
        body['Values'] = values
    if description is not None:
        body['Description'] = description
    if value_policy is not None:
        body['ValuePolicy'] = value_policy
    if category:
        body['Category'] = category
    if managers is not None:
        body['Managers'] = managers

    request = open_api_models.OpenApiRequest(body=body)
    runtime = util_models.RuntimeOptions()
    runtime.connect_timeout = 5000   # ms
    runtime.read_timeout = 30000     # ms
    return client.call_api(params, request, runtime)

2. Update Tag Key (UpdateDataAssetTag)

def update_data_asset_tag(client, key: str, values=None, description=None, managers=None):
    if not isinstance(key, str) or not key.strip():
        raise ValueError('key must be a non-empty string')
    if values is not None:
        if not isinstance(values, list):
            raise ValueError('values must be a list')
    if managers is not None:
        if not isinstance(managers, list):
            raise ValueError('managers must be a list')

    params = open_api_models.Params(
        action='UpdateDataAssetTag',
        version='2024-05-18',
        protocol='HTTPS',
        method='PUT',
        auth_type='AK',
        style='ROA',
        pathname='/api/v1/data-governance/tags',
        req_body_type='json',
        body_type='json'
    )
    body = {'Key': key}
    if values is not None:
        body['Values'] = values
    if description is not None:
        body['Description'] = description
    if managers is not None:
        body['Managers'] = managers

    request = open_api_models.OpenApiRequest(body=body)
    runtime = util_models.RuntimeOptions()
    runtime.connect_timeout = 5000   # ms
    runtime.read_timeout = 30000     # ms
    return client.call_api(params, request, runtime)

3. List Tag Keys (ListDataAssetTags)

def list_data_asset_tags(client, key=None, category=None, page_number=1, page_size=10):
    _validate_page(page_number, page_size)
    if category is not None and category not in _VALID_CATEGORIES:
        raise ValueError(f'category must be one of {_VALID_CATEGORIES}, got {category!r}')

    params = open_api_models.Params(
        action='ListDataAssetTags',
        version='2024-05-18',
        protocol='HTTPS',
        method='GET',
        auth_type='AK',
        style='ROA',
        pathname='/api/v1/data-governance/tags',
        req_body_type='json',
        body_type='json'
    )
    queries = {
        'PageNumber': page_number,
        'PageSize': page_size
    }
    if key:
        queries['Key'] = key
    if category:
        queries['Category'] = category

    request = open_api_models.OpenApiRequest(
        query=OpenApiUtilClient.query(queries)
    )
    runtime = util_models.RuntimeOptions()
    runtime.connect_timeout = 5000   # ms
    runtime.read_timeout = 30000     # ms
    return client.call_api(params, request, runtime)

4. Bind Tags to Data Assets (TagDataAssets)

def tag_data_assets(client, tags: list, data_asset_ids: list, data_asset_type: str,
                    project_id=None, env_type=None, auto_trace_enable=False):
    _validate_tags(tags, max_len=20)
    _validate_asset_ids(data_asset_ids, max_len=100)
    if data_asset_type not in _VALID_DATA_ASSET_TYPES:
        raise ValueError(f'data_asset_type must be one of {_VALID_DATA_ASSET_TYPES}, got {data_asset_type!r}')
    if data_asset_type == 'ACS::DataWorks::Task':
        if project_id is None or env_type is None:
            raise ValueError('project_id and env_type are required when data_asset_type is ACS::DataWorks::Task')
    if env_type is not None and env_type not in _VALID_ENV_TYPES:
        raise ValueError(f'env_type must be one of {_VALID_ENV_TYPES}, got {env_type!r}')

    params = open_api_models.Params(
        action='TagDataAssets',
        version='2024-05-18',
        protocol='HTTPS',
        method='POST',
        auth_type='AK',
        style='ROA',
        pathname='/api/v1/data-governance/tags/bind',
        req_body_type='json',
        body_type='json'
    )
    body = {
        'Tags': tags,
        'DataAssetIds': data_asset_ids,
        'DataAssetType': data_asset_type,
        'AutoTraceEnable': auto_trace_enable
    }
    if project_id is not None:
        body['ProjectId'] = project_id
    if env_type is not None:
        body['EnvType'] = env_type

    request = open_api_models.OpenApiRequest(body=body)
    runtime = util_models.RuntimeOptions()
    runtime.connect_timeout = 5000   # ms
    runtime.read_timeout = 30000     # ms
    return client.call_api(params, request, runtime)

5. List Data Assets (ListDataAssets)

def list_data_assets(client, asset_type: str, tags=None, name=None, ids=None,
                     owner=None, project_id=None, sort_by=None,
                     page_number=1, page_size=10):
    if asset_type not in _VALID_ASSET_TYPES:
        raise ValueError(f'asset_type must be one of {_VALID_ASSET_TYPES}, got {asset_type!r}')
    _validate_page(page_number, page_size)
    if tags is not None:
        _validate_tags(tags, max_len=20)

    params = open_api_models.Params(
        action='ListDataAssets',
        version='2024-05-18',
        protocol='HTTPS',
        method='GET',
        auth_type='AK',
        style='ROA',
        pathname='/api/v1/data-governance/assets',
        req_body_type='json',
        body_type='json'
    )
    queries = {
        'Type': asset_type,
        'PageNumber': page_number,
        'PageSize': page_size
    }
    if tags is not None:
        queries['Tags'] = json.dumps(tags)
    if name is not None:
        queries['Name'] = name
    if ids is not None:
        queries['Ids'] = json.dumps(ids)
    if owner is not None:
        queries['Owner'] = owner
    if project_id is not None:
        queries['ProjectId'] = project_id
    if sort_by is not None:
        queries['SortBy'] = sort_by

    request = open_api_models.OpenApiRequest(
        query=OpenApiUtilClient.query(queries)
    )
    runtime = util_models.RuntimeOptions()
    runtime.connect_timeout = 5000   # ms
    runtime.read_timeout = 30000     # ms
    return client.call_api(params, request, runtime)

6. Unbind Tags from Data Assets (UnTagDataAssets)

def untag_data_assets(client, tags: list, data_asset_ids: list, data_asset_type: str,
                      project_id=None, env_type=None):
    _validate_tags(tags, max_len=20)
    _validate_asset_ids(data_asset_ids, max_len=100)
    if data_asset_type not in _VALID_DATA_ASSET_TYPES:
        raise ValueError(f'data_asset_type must be one of {_VALID_DATA_ASSET_TYPES}, got {data_asset_type!r}')
    if data_asset_type == 'ACS::DataWorks::Task':
        if project_id is None or env_type is None:
            raise ValueError('project_id and env_type are required when data_asset_type is ACS::DataWorks::Task')
    if env_type is not None and env_type not in _VALID_ENV_TYPES:
        raise ValueError(f'env_type must be one of {_VALID_ENV_TYPES}, got {env_type!r}')

    params = open_api_models.Params(
        action='UnTagDataAssets',
        version='2024-05-18',
        protocol='HTTPS',
        method='POST',
        auth_type='AK',
        style='ROA',
        pathname='/api/v1/data-governance/tags/unbind',
        req_body_type='json',
        body_type='json'
    )
    body = {
        'Tags': tags,
        'DataAssetIds': data_asset_ids,
        'DataAssetType': data_asset_type
    }
    if project_id is not None:
        body['ProjectId'] = project_id
    if env_type is not None:
        body['EnvType'] = env_type

    request = open_api_models.OpenApiRequest(body=body)
    runtime = util_models.RuntimeOptions()
    runtime.connect_timeout = 5000   # ms
    runtime.read_timeout = 30000     # ms
    return client.call_api(params, request, runtime)

Response Handling

def handle_response(response):
    status_code = response.get('statusCode')
    body = response.get('body', {})
    if status_code == 200 and body.get('Data'):
        print(f"[SUCCESS] RequestId: {body.get('RequestId')}")
        return body.get('Data')
    else:
        code = body.get('Code')
        message = body.get('Message')
        raise Exception(f"[FAIL] Code={code}, Message={message}, RequestId={body.get('RequestId')}")

Success Verification

Operation success criteria:

• HTTP status code 200
• Response body Data field is true (create/update/bind/unbind operations)
• Response body Data is an object (ListDataAssetTags, ListDataAssets)

For detailed step-by-step verification commands, see references/verification-method.md.

Cleanup

client = create_client('cn-hangzhou')  # Replace with actual Region

# Unbind tags from data assets
untag_data_assets(client,
    tags=[{"Key": "k1", "Value": "v1"}],
    data_asset_ids=["maxcompute-table.project.tableName"],
    data_asset_type="ACS::DataWorks::Table"
)

Note: Deletion of tag keys or tag values via DeleteDataAssetTag is not supported in this skill. Do not attempt to call this API.

Best Practices

1. Batch limits: Tags max 20, DataAssetIds max 100 per request — split into batches if needed
2. Task-type assets: When DataAssetType is ACS::DataWorks::Task, both ProjectId and EnvType are required
3. Value policy: Use ValuePolicy (e.g. regex ^L[1-7]$) when creating a tag key to enforce valid value formats
4. Least privilege: Create a dedicated RAM role for tag management with only the required permissions
5. Throttling retry: Use exponential backoff when encountering Throttling errors
6. Pagination: ListDataAssetTags and ListDataAssets default to 10 per page, max 100 — use TotalCount to calculate total pages
7. ListDataAssets serialization: Tags and Ids query parameters must be JSON-serialized strings (use json.dumps())
8. ListDataAssets sort: Default sort is CreateTime Desc; also supports ModifyTime and HealthScore

Reference Documents