Install the FeatureStore SDK for Python on a DataWorks exclusive resource group

Prerequisites

Procedure

Method 1: New-version resource group with built-in image (recommended)

1. Log on to the DataWorks console, create an exclusive resource group, and bind the resource group to a DataWorks workspace.

   Configure the following parameters. For more information, see Create a serverless resource group.

   Parameter	Description
   VPC	Select your VPC.
   VSwitch	Select your VSwitch.

2. In the navigation pane, click Data Development, select your DataWorks workspace, and then click Go to Data Development.

3. Hover over New and choose New Node > MaxCompute > PyODPS 3. Specify the path and name, and then click Confirm.

4. In the node editor, write and run your code. In the dialog box, configure the following parameters.

   Parameter	Description
   Resource group name	Select your exclusive resource group.
   Image	Select the latest PAI-Rec image. This image contains the FeatureStore SDK.

   

Method 2: New-version resource group with custom image (recommended)

1. Log on to the DataWorks console, create an exclusive resource group, and bind the resource group to a DataWorks workspace.

   Configure the following parameters. For more information, see Create a serverless resource group.

   Parameter	Description
   VPC	Select your VPC.
   VSwitch	Select your VSwitch.

2. Log on to the NAT gateway console and create a NAT gateway.

   Configure the following parameters. For more information, see Use the SNAT feature of a public NAT gateway to access the internet.

   Parameter	Description
   VPC	Select your VPC.
   VSwitch	Select your VSwitch.
   EIP	Select your EIP.

3. Log on to the DataWorks console and configure a custom image.

   1. Create a custom image.

      Configure the following parameters. For more information, see Create a custom image.

      Parameter	Description
      Image namespace	Select DataWorks Default.
      Image name/ID	Select dataworks_pyodps_task_pod.
      Supported task type	Select PyODPS 3.
      Installation package	Select Script and enter the following code: /home/tops/bin/pip3 install https://feature-store-py.oss-cn-beijing.aliyuncs.com/package/feature_store_py-1.8.0-py3-none-any.whl

   2. Publish the custom image.

   3. Associate the image with a workspace.

      For the workspace, select your PAI (DataWorks) workspace.

4. Run the task on the exclusive resource group with the custom image.

   For more information, see Use an image.

Method 3: Old-version resource group for scheduling

1. Log on to the DataWorks console.

2. In the navigation pane, click Resource Groups.

3. On the Exclusive Resource Groups tab, find the resource group whose Purpose is Data Scheduling. Click the icon and select O&M Assistant.

4. Click Create Command. In the dialog box, configure the command parameters.

   Parameter	Recommended value
   Command name	Enter a custom name, such as install.
   Command type	Manual input (You cannot use pip commands to install third-party packages.)
   Command content	/home/tops/bin/pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple https://feature-store-py.oss-cn-beijing.aliyuncs.com/package/feature_store_py-1.3.1-py3-none-any.whl
   Timeout	Specify a timeout period.

5. Click Create to create the command.

6. Click Run Command. In the dialog box, click Run.

7. Click the button to view the execution status. The installation is complete when the status changes to Successful.

Related documents

• FeatureStore SDK for Python

• O&M Assistant