Feature | Description |
Engine | Spark |
Billing Mode | Pay-as-you-go |
Automatic Start/Stop | Not supported |
Applicable Tasks | Notebook tasks, Python File tasks, and SQL tasks in Workflow |
Network Settings | Supports inbound and outbound network connectivity. For details, see Compute Resource Network Settings. |
Feature | Description |
Engine | Ray |
Billing Mode | Yearly/Monthly subscription |
Automatic Start/Stop | Not supported |
Applicable Tasks | Ray tasks in Workflow |
Network Settings | Not supported. |
Feature | Description |
Engine | Spark |
Billing Mode | Pay-as-you-go |
Automatic Start/Stop | Supported. You can configure automatic stop after N minutes without running tasks, and automatic start when tasks are running. |
Applicable Tasks | SQL exploration, Dashboard, ChatBI, file upload to table |
Network Settings | Supports inbound and outbound network connectivity. For details, see Compute Resource Network Settings. |
Feature | Description |
Engine | DataX |
Billing Mode | Pay-as-you-go |
Automatic Start/Stop | Not supported |
Applicable Tasks | Offline data ingestion tasks (table-to-table / table-to-Volume / file-to-table / file-to-Volume) |
Network Settings |
Feature | Description |
Engine | Flink(Oceanus) |
Billing Mode | Pay-as-you-go |
Automatic Start/Stop | Not supported |
Applicable Tasks | Real-time whole-database multi-table ingestion, real-time sharded database and table ingestion |
Network Settings |
Application Scenario | Supported Cluster Type | Description |
Batch processing tasks in workflows (Notebook, SQL, Python, Ray) | Job Cluster | Exclusive to a single job and automatically released after the job completes. |
SQL exploration / Dashboard / ChatBI / file upload | Interactive Cluster | Shared by multiple users and isolated by CU; can be automatically stopped when idle. |
Offline data ingestion (table / Volume / file) | Platform Cluster | Supports a wide range of offline data sources. |
Real-time data ingestion (CDC, entire-database / sharded-database-and-table) | Real-time Cluster | Real-time engine, runs continuously. |
Data source connectivity test | Platform clusters, real-time clusters | It is recommended to use the same cluster as the target task to ensure test accuracy. |
Status | Description | Applicable Cluster |
Creating | After you click Create, the backend is initializing the cluster. | All |
Pending start | Created successfully, not started yet (this state is available only for interactive clusters). | Interactive Cluster |
Starting | After you click Start, the cluster is starting (this state is available only for interactive clusters). | Interactive Cluster |
Running | The cluster is ready and can run tasks. | All |
Stopping | After you click Stop (this state is available only for interactive clusters) | Interactive Cluster |
Stopped | Stopped and can be restarted (this state is available only for interactive clusters). | Interactive Cluster |
Failed | An error occurs during creation or running. A warning icon is displayed after the status. hover over the icon to view the specific cause. | All |
Resizing | After you click Edit to modify the CU quota, the cluster is changing. | All |
Isolating | The pay-as-you-go account has an overdue payment. | All |
Deleting | After you click Delete, the cluster is being cleaned up. | All |
Status | Interactive Cluster | Job cluster / Platform cluster / Real-time cluster |
Creating | - | - |
Pending start | Start, Edit, Delete | Not applicable |
Starting | - | Not applicable |
Running | Stop, Edit | Top up, edit, and delete |
Stopping. | - | Not applicable |
Stopped | Start, Edit, Delete | Not applicable |
Failed | Retry, Edit, Delete | Retry, Edit, Delete |
Resizing | - | - |
Isolated | Top up, delete | Top up, delete |
Deleting | - | - |
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