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Tasks

Tasks are designed to create dedicated endpoints for the provided official models or for custom models derived from the artifacts you have built.

View Tasks​

  1. Click "Resources Overview" in the upper right corner of the menu.

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  2. Click on "Tasks" in the left-hand menu.You can view tasks dashboard.

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  • Name: Task name.

  • Artifact: Task created from which artifact.

  • Spec: One replica required resources specification.

  • Access: Service - dedicated endpoint URL

    ​ Dashboard - monitor task deployment

  • Schedule: Task's scheduling, One-off or daily.

  • Created: Task created time

  • Status:
    ​ Idle - The task is not currently running and is waiting for execution. No resources are being used.

    ​ In-queue - The task is waiting in line to be executed.

    ​ Starting - The task is in the process of initializing. Resources are being allocated, and the task is preparing to run.

    ​ Running - The task is currently executing. Resources are actively being used to perform the task.

    ​ Need Stop - The task is about to be terminated.

  • Actions: Click button image-20250320144748075 to deactive the running task.

    ​ Click button image-20250320145006225 to active the idle task.

    ​ Click Edit menu to edit the task.

    ​ Click Archive menu to archive the task.

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  1. Click the status tab to review the tasks corresponding to each status.

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Launch Tasks​

  1. Click "Launch Task" button to launch task for provided models or customized artifacts.

  2. Setting resource

    The resource cannot be edited; click the "Next" button.

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  3. Setting and scheduling

    Task Name: Define task name.

    File Path: Specify the script file name to be executed in the Docker image(without the file extension). Fox example, if the image includes a script named serve.py, enter serve here.

    Deployment Name: Specify the deployment name that will be exposed to the Ray cluster by the script. For example, you can use app as the deployment name.

    Type: One-off or Daily

    ​ One-off - The task runs once as scheduled time.

    ​ Daily - The task runs at the first scheduled time and can update replica numbers at subsequent daily scheduled times. This option is designed for recurring, predictable workloads where scaling needs follow a consistent daily pattern.

    Timezone: Select the timezone for scheduling.

    Time: Select the time for scheduling.

    Replicas: Select the Min replicas and Max replicas for schedule.

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  4. Summary

    Review the information in the summary page. After confirmation, click the "Launch" button to launch task.

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  5. Active the Task

    In the task list, locate the task and then click button image-20250320145006225 to active the idle task.