智能数据湖 AI DataLake
云服务在IAM预置了常用授权项,称为系统身份策略。如果IAM系统身份策略无法满足授权要求,管理员可以根据各服务支持的授权项,创建IAM自定义身份策略来进行精细的访问控制,IAM自定义身份策略是对系统身份策略的扩展和补充。
除IAM服务外,Organizations服务中的服务控制策略(Service Control Policy,以下简称SCP)也可以使用这些授权项元素设置访问控制策略。
SCP不直接进行授权,只划定权限边界。将SCP绑定到组织单元或者成员账号时,并没有直接对组织单元或成员账号授予操作权限,而是规定了成员账号或组织单元包含的成员账号的授权范围。IAM身份策略授予权限的有效性受SCP限制,只有在SCP允许范围内的权限才能生效。
IAM服务与Organizations服务在使用这些元素进行访问控制时,存在着一些区别,详情请参见:IAM服务与Organizations服务权限访问控制的区别。
本章节介绍IAM服务身份策略授权场景中自定义身份策略和组织服务中SCP使用的元素,这些元素包含了操作(Action)、资源(Resource)和条件(Condition)。
操作(Action)
操作(Action)即为SCP中支持的授权项。
- “访问级别”列描述如何对操作进行分类(list、read和write等)。此分类可帮助您了解在SCP中相应操作对应的访问级别。
- “资源类型”列指每个操作是否支持资源级权限。
- 资源类型支持通配符号*表示所有。如果此列没有值(-),则必须在SCP语句的Resource元素中指定所有资源类型(“*”)。
- 如果该列包含资源类型,则必须在具有该操作的语句中指定该资源的URN。
- 资源类型列中必须资源在表中用星号(*)标识,表示使用此操作必须指定该资源类型。
关于智能数据湖(AI DataLake)定义的资源类型的详细信息请参见资源类型(Resource)。
- “条件键”列包括了可以在SCP语句的Condition元素中支持指定的键值。
- 如果该授权项资源类型列存在值,则表示条件键仅对列举的资源类型生效。
- 如果该授权项资源类型列没有值(-),则表示条件键对整个授权项生效。
- 如果此列条件键没有值(-),表示此操作不支持指定条件键。
关于智能数据湖(AI DataLake)定义的条件键的详细信息请参见条件(Condition)。
您可以在SCP语句的Action元素中指定以下智能数据湖(AI DataLake)的相关操作。
| 授权项 | 描述 | 访问级别 | 资源类型(*为必须) | 条件键 | 别名 |
|---|---|---|---|---|---|
| DataArtsFabric:workspace:create | 授予创建workspace的权限。 | Write | workspace * | - | - |
| - | |||||
| DataArtsFabric:workspace:list | 授予查询workspace列表的权限。 | List | workspace * | - | - |
| DataArtsFabric:workspace:alter | 授予修改workspace的权限。 | Write | workspace * | - | |
| DataArtsFabric:workspace:drop | 授予删除workspace的权限。 | Write | workspace * | - | |
| DataArtsFabric:workspace:createCompute | 授予创建计算资源的权限。 | Write | workspace * | - | |
| DataArtsFabric:workspace:listCompute | 授予查询计算资源的权限。 | List | workspace * | - | |
| DataArtsFabric:workspace:dropCompute | 授予删除计算资源的权限。 | Write | workspace * | - | |
| DataArtsFabric:workspace:alterCompute | 授予修改计算资源的权限。 | Write | workspace * | - | |
| DataArtsFabric:workspace:listComputeMetrics | 授予查询计算资源指标的权限。 | List | workspace * | - | |
| DataArtsFabric:endpoint:list | 授予查询workspace的endpoint列表的权限。 | List | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:endpoint:create | 授予创建workspace的endpoint的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:endpoint:alter | 授予修改workspace的endpoint的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:endpoint:drop | 授予删除workspace的endpoint的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:endpoint:showResourceLimit | 授予查询资源池资源限制的权限。 | Read | workspace * | - | |
| DataArtsFabric:endpoint:show | 授予查询workspace的endpoint详情的权限。 | Read | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric::tagResource | 授予创建标签权限。 | Tagging | workspace * | DataArtsFabric:workspace:tagResource | |
| - | |||||
| DataArtsFabric::unTagResource | 授予删除标签权限。 | Tagging | workspace * | DataArtsFabric:workspace:unTagResource | |
| - | |||||
| DataArtsFabric::listTags | 授予获取标签列表权限。 | List | - | - | DataArtsFabric:workspace:listTags |
| DataArtsFabric::listTagsForResource | 授予查询指定资源标签的权限。 | List | workspace * | DataArtsFabric:workspace:listTagsForResource | |
| DataArtsFabric::listResourcesByTag | 授予通过标签查询资源列表权限。 | List | - | DataArtsFabric:workspace:listResourcesByTag | |
| DataArtsFabric:image:listImages | 授予查询镜像列表的权限。 | List | image * | - | - |
| DataArtsFabric:image:registerImage | 授予注册镜像的权限。 | Write | image * | - | - |
| DataArtsFabric:image:deleteImage | 授予删除镜像的权限。 | Write | image * | - | - |
| DataArtsFabric:image:showImage | 授予查询镜像详情的权限。 | Read | image * | - | - |
| DataArtsFabric:image:updateImage | 授予更新镜像的权限。 | Write | image * | - | - |
| DataArtsFabric:image:listSnapshots | 授予查询镜像快照列表的权限。 | List | image * | - | - |
| DataArtsFabric:image:createSnapshot | 授予创建镜像快照的权限。 | Write | image * | - | - |
| DataArtsFabric:image:deleteSnapshot | 授予删除镜像快照的权限。 | Write | image * | - | - |
| DataArtsFabric:workspace:createSqlSession | 授予创建sql session的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:workspace:executeStatement | 授予执行statement的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:workspace:showStatementResult | 授予查询statement结果的权限。 | Read | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:workspace:showSqlSession | 授予查询sql session信息的权限。 | Read | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:workspace:listSqlSessions | 授予查询sql session列表信息的权限。 | List | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:workspace:listSessionStatementRecords | 授予查询session下statement历史记录权限。 | List | workspace * | - | |
| DataArtsFabric:workspace:listStatementRecords | 授予查询statement历史记录权限。 | List | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:workspace:deleteSqlSession | 授予删除sql session的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:workspace:cancelStatement | 授予取消statement执行的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:sparkJob:run | 授予运行SparkJob作业的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:sparkJob:list | 授予查询SparkJob作业列表的权限。 | List | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:sparkJob:show | 授予查询SparkJob作业的权限。 | Read | workspace * | - | |
| DataArtsFabric:sparkJob:stop | 授予停止SparkJob作业的权限。 | Write | workspace * | - | |
| DataArtsFabric:sparkSql:run | 授予运行SparkSql作业的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:sparkSql:list | 授予查询SparkSql作业列表的权限。 | List | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:sparkSql:show | 授予查询SparkSql作业的权限。 | Read | workspace * | - | |
| DataArtsFabric:sparkSql:stop | 授予停止SparkSql作业的权限。 | Write | workspace * | - | |
| DataArtsFabric:endpoint:restart | 授予重启workspace的endpoint的权限。 | Write | - | - | - |
| DataArtsFabric:sparkOperator:show | 授予查询workspace的sparkOperator的权限。 | Read | - | - | - |
| DataArtsFabric:flinkJob:show | 授予查询Flink作业的权限。 | Read | workspace * | - | |
| DataArtsFabric:flinkJob:run | 授予运行Flink作业的权限。 | Write | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:flinkJob:stop | 授予停止Flink作业的权限。 | Write | workspace * | - | |
| DataArtsFabric:flinkJob:list | 授予查询Flink作业列表的权限。 | List | workspace * | - | |
| endpoint * | - | ||||
| DataArtsFabric:flinkSavepoint:create | 授予创建Flink快照的权限。 | Write | workspace * | - | |
| DataArtsFabric:flinkSavepoint:list | 授予查询Flink快照列表的权限。 | List | workspace * | - | |
| DataArtsFabric:flinkSavepoint:show | 授予查询Flink快照的权限。 | Read | workspace * | - | |
| DataArtsFabric:flinkSavepoint:delete | 授予删除Flink快照的权限。 | Write | workspace * | - | |
| DataArtsFabric:flinkJobAutoscalingPolicy:update | 授予更新Flink作业自动调优配置的权限。 | Write | workspace * | - | |
| DataArtsFabric:flinkJobAutoscalingPolicy:show | 授予查询Flink作业自动调优配置的权限。 | Read | workspace * | - | |
| DataArtsFabric:flinkJobAutoscalingHistory:list | 授予查询Flink作业自动调优历史的权限。 | List | workspace * | - |
AI DataLake的API通常对应着一个或多个授权项。表2展示了API与授权项的关系,以及该API需要依赖的授权项。
| API | 对应的授权项 | 依赖的授权项 |
|---|---|---|
| POST /v2/workspaces/{workspace_id}/aura-sessions | DataArtsFabric:workspace:createSqlSession | - |
| GET /v2/workspaces/{workspace_id}/aura-sessions/{session_id} | DataArtsFabric:workspace:showSqlSession | DataArtsFabric:endpoint:show |
| DELETE /v2/workspaces/{workspace_id}/aura-sessions/{session_id} | DataArtsFabric:workspace:deleteSqlSession | - |
| POST /v2/workspaces/{workspace_id}/aura-sessions/statements | DataArtsFabric:workspace:executeStatement | DataArtsFabric:endpoint:show |
| GET /v2/workspaces/{workspace_id}/aura-sessions/{session_id}/statements/{statement_id} | DataArtsFabric:workspace:showStatementResult | DataArtsFabric:endpoint:show |
| POST /v2/workspaces/{workspace_id}/aura-sessions/{session_id}/statements/{statement_id}/cancel | DataArtsFabric:workspace:cancelStatement | DataArtsFabric:endpoint:show |
| GET /v2/workspaces/{workspace_id}/aura-statement-records | DataArtsFabric:workspace:listStatementRecords | DataArtsFabric:endpoint:show |
| GET /v2/workspaces/{workspace_id}/aura-sessions | DataArtsFabric:workspace:listSqlSessions | DataArtsFabric:endpoint:show |
| GET /v2/workspaces/{workspace_id}/aura-sessions/{session_id}/statements | DataArtsFabric:workspace:listSessionStatementRecords | DataArtsFabric:endpoint:show |
| GET /v2/workspaces/{workspace_id}/aura-sessions/{session_id}/statements/{statement_id}/query-metrics | DataArtsFabric:workspace:listSessionStatementRecords | DataArtsFabric:endpoint:show |
| GET /v2/workspaces/{workspace_id}/aura-sessions/{session_id}/statements/{statement_id}/operator-metrics | DataArtsFabric:workspace:listSessionStatementRecords | DataArtsFabric:endpoint:show |
| POST /v2/workspaces/{workspace_id}/spark-sqls/{statement_id}/cancel | DataArtsFabric:sparkSql:stop | DataArtsFabric:workspace:list |
| GET /v2/workspaces/{workspace_id}/spark-sqls/{statement_id}/state | DataArtsFabric:sparkSql:show | DataArtsFabric:workspace:list |
| GET /v2/workspaces/{workspace_id}/spark-sqls | DataArtsFabric:sparkSql:list |
|
| GET /v2/workspaces/{workspace_id}/spark-sqls/{statement_id} | DataArtsFabric:sparkSql:show | DataArtsFabric:workspace:list |
| POST /v2/workspaces/{workspace_id}/spark-sqls/{statement_id}/preview | DataArtsFabric:sparkSql:show | DataArtsFabric:workspace:list |
| POST /v2/workspaces/{workspace_id}/spark-sqls | DataArtsFabric:sparkSql:run |
|
| GET /v2/workspaces/{workspace_id}/spark-jobs/{job_id}/state | DataArtsFabric:sparkJob:show | DataArtsFabric:workspace:list |
| POST /v2/workspaces/{workspace_id}/spark-jobs | DataArtsFabric:sparkJob:run |
|
| GET /v2/workspaces/{workspace_id}/spark-jobs | DataArtsFabric:sparkJob:list |
|
| GET /v2/workspaces/{workspace_id}/spark-jobs/{job_id} | DataArtsFabric:sparkJob:show | DataArtsFabric:workspace:list |
| POST /v2/workspaces/{workspace_id}/spark-jobs/{job_id}/cancel | DataArtsFabric:sparkJob:stop | DataArtsFabric:workspace:list |
| POST /v2/workspaces/{workspace_id}/endpoints/{endpoint_name}/spark-sqls/restart-cluster | DataArtsFabric:endpoint:restart |
|
| POST /v2/workspaces/{workspace_id}/spark-operators/{operation_id}/show-state | DataArtsFabric:sparkOperator:show | DataArtsFabric:workspace:list |
| POST /v2/workspaces | DataArtsFabric:workspace:create | lakeformation:instance:show |
| GET /v2/workspaces | DataArtsFabric:workspace:list | - |
| GET /v2/workspaces/{workspace_id} | DataArtsFabric:workspace:list | - |
| PUT /v2/workspaces/{workspace_id} | DataArtsFabric:workspace:alter | lakeformation:instance:show |
| DELETE /v2/workspaces/{workspace_id} | DataArtsFabric:workspace:drop | - |
| POST /v2/workspaces/{workspace_id}/computes | DataArtsFabric:workspace:createCompute | - |
| GET /v2/workspaces/{workspace_id}/computes | DataArtsFabric:workspace:listCompute | - |
| GET /v2/workspaces/{workspace_id}/computes/{compute_id} | DataArtsFabric:workspace:listCompute | - |
| GET /v2/workspaces/{workspace_id}/computes/versions | DataArtsFabric:workspace:listCompute | - |
| DELETE /v2/workspaces/{workspace_id}/computes/{compute_id} | DataArtsFabric:workspace:dropCompute | - |
| PUT /v2/workspaces/{workspace_id}/computes/{compute_id} | DataArtsFabric:workspace:alterCompute | - |
| GET /v2/workspaces/{workspace_id}/computes/metrics | DataArtsFabric:workspace:listComputeMetrics | - |
| GET /v2/workspaces/{workspace_id}/endpoints | DataArtsFabric:endpoint:list | - |
| GET /v2/endpoints | DataArtsFabric:endpoint:list | - |
| POST /v2/workspaces/{workspace_id}/endpoints | DataArtsFabric:endpoint:create |
|
| GET /v2/workspaces/{workspace_id}/endpoints/{endpoint_id} | DataArtsFabric:endpoint:show | - |
| GET /v2/workspaces/{workspace_id}/endpoints/{endpoint_id}/metrics | DataArtsFabric:endpoint:show | - |
| PUT /v2/workspaces/{workspace_id}/endpoints/{endpoint_id} | DataArtsFabric:endpoint:alter | - |
| DELETE /v2/workspaces/{workspace_id}/endpoints/{endpoint_id} | DataArtsFabric:endpoint:drop |
|
| GET /v2/workspaces/{workspace_id}/endpoint-limit | DataArtsFabric:endpoint:showResourceLimit | - |
| GET /v2/images | DataArtsFabric:image:listImages | - |
| POST /v2/images | DataArtsFabric:image:registerImage | - |
| DELETE /v2/images/{image_id} | DataArtsFabric:image:deleteImage | - |
| GET /v2/images/{image_id} | DataArtsFabric:image:showImage | - |
| GET /v2/images/{image_id}/versions | DataArtsFabric:image:listImages | - |
| POST /v2/images/{image_id}/versions | DataArtsFabric:image:registerImage | - |
| DELETE /v2/images/{image_id}/versions/{version_id} | DataArtsFabric:image:deleteImage | - |
| GET /v2/images/{image_id}/versions/{version_id} | DataArtsFabric:image:showImage | - |
| PUT /v2/images/{image_id}/versions/{version_id} | DataArtsFabric:image:updateImage | - |
| GET /v2/image-snapshots | DataArtsFabric:image:listSnapshots | - |
| POST /v2/images/{image_id}/versions/{version_id}/image-snapshots | DataArtsFabric:image:createSnapshot | - |
| DELETE /v2/images/{image_id}/versions/{version_id}/image-snapshots/{image_snapshot_id} | DataArtsFabric:image:deleteSnapshot | - |
| GET /v2/{project_id}/{resource_type}/tags | DataArtsFabric::listTags | DataArtsFabric:workspace:list |
| POST /v2/{project_id}/{resource_type}/resource-instances/filter | DataArtsFabric::listResourcesByTag | DataArtsFabric:workspace:list |
| POST /v2/{project_id}/{resource_type}/resource-instances/count | DataArtsFabric::listResourcesByTag | DataArtsFabric:workspace:list |
| GET /v2/{project_id}/{resource_type}/{resource_id}/tags | DataArtsFabric::listTagsForResource | DataArtsFabric:workspace:list |
| POST /v2/{project_id}/{resource_type}/{resource_id}/tags/create | DataArtsFabric::tagResource | DataArtsFabric:workspace:list |
| POST /v2/{project_id}/{resource_type}/{resource_id}/tags/delete | DataArtsFabric::unTagResource | DataArtsFabric:workspace:list |
| GET /v2/workspaces/{workspace_id}/flink-jobs/{job_id} | DataArtsFabric:flinkJob:show | DataArtsFabric:workspace:list |
| GET /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/state | DataArtsFabric:flinkJob:show | DataArtsFabric:workspace:list |
| POST /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/cancel | DataArtsFabric:flinkJob:stop | DataArtsFabric:workspace:list |
| GET /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/events | DataArtsFabric:flinkJob:show | DataArtsFabric:workspace:list |
| POST /v2/workspaces/{workspace_id}/flink-jobs | DataArtsFabric:flinkJob:run |
|
| GET /v2/workspaces/{workspace_id}/flink-jobs | DataArtsFabric:flinkJob:list |
|
| POST /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/flink-savepoints | DataArtsFabric:flinkSavepoint:create | DataArtsFabric:workspace:list |
| GET /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/flink-savepoints | DataArtsFabric:flinkSavepoint:list | DataArtsFabric:workspace:list |
| GET /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/flink-savepoints/{savepoint_id} | DataArtsFabric:flinkSavepoint:show | DataArtsFabric:workspace:list |
| DELETE /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/flink-savepoints/{savepoint_id} | DataArtsFabric:flinkSavepoint:delete | DataArtsFabric:workspace:list |
| GET /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/autoscaling-policy | DataArtsFabric:flinkJobAutoscalingPolicy:show | DataArtsFabric:workspace:list |
| PUT /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/autoscaling-policy | DataArtsFabric:flinkJobAutoscalingPolicy:update | DataArtsFabric:workspace:list |
| GET /v2/workspaces/{workspace_id}/flink-jobs/{job_id}/autoscaling-histories | DataArtsFabric:flinkJobAutoscalingHistory:list | DataArtsFabric:workspace:list |
资源类型(Resource)
资源类型(Resource)表示SCP所作用的资源。如表3中的某些操作指定了可以在该操作指定的资源类型,则必须在具有该操作的SCP语句中指定该资源的URN,SCP仅作用于此资源;如未指定,Resource默认为“*”,则SCP将应用到所有资源。您也可以在SCP中设置条件,从而指定资源类型。
智能数据湖(AI DataLake)定义了以下可以在SCP的Resource元素中使用的资源类型。