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Creating credentials
Last updated: Oct 25, 2024
Creating credentials

To access REST APIs for model evaluations, you must have an API key and a data mart ID, also known as a service instance. The Platform API key gives an individual user the ability to access resources in the IBM Cloud.

For enterprise accounts, an administrator can create the data mart, invite users into the account, and give those users access to a specific data mart. A user can then create their own API key, and can access the same data mart without conflict or security risk.

Creating the API key

To create an IBM Cloud API key, complete the following steps:

  • Log in to IBM Cloud.
  • Select Manage > Access (IAM) > IBM Cloud API Keys
  • Click Create an IBM Cloud API key.
  • Give your key a name and description and click Create.

Finding service IDs:

Find your data mart, deployment, subscription, or binding IDs, on the Payload logging page, which is shown when you select Configure monitors for a deployment.

  1. Click the model deployment tile.
  2. Click Configure monitors the configure icon.
  3. Click Endpoints.
  4. On the Model information tab, in the Integration details pane, find an ID, such as the Datamart ID.

Creating service instance credentials by using the command console

To create credentials for model evaluations, complete the following steps by using the IBM Cloud command console:

  1. Retrieve your API key by running the following command:

    ibmcloud login --sso
ibmcloud iam api-key-create 'my_key'

    The following information displays:

    Name         my_key
Created At   2018-10-09T14:04+0000
API Key      Tg4Gxxxxxxxxxxxxxxxxx_xxxxxxxxxxxxxxxxxQU-nE
Locked       false
UUID         ApiKey-xxxxxxxxx-afd7-xxxxx-b0e1-xxxxxxxxxxx

  2. Verify the Resource Group that you are using in your IBM Cloud account.

    1. Go to the Dashboard.
    2. From the navigation menu, click Resource list.
    3. From the Group column, click the Filter by group or organization drop-down selection and set the Default checkbox.

    Resource Group in Cloud

    If you are not using the Default resource group, then run the following command to get your credential for model evaluations:

    ibmcloud target -g myResourceGroup

    Where myResourceGroup is the name of the resource group that is associated with your service instance.

  3. Retrieve your service instance ID by running the following command:

    ibmcloud resource service-instance '<Your_Watson_OpenScale_instance_name>'

    If you are using the IBM Cloud command console on Windows, replace the single quotation marks (') in the preceding commands with double quotation marks (").

    The following information displays:

    Name:                  AI OpenScale-my_instance
ID:                    crn:v1:ibmcloud:public:aiopenscale:us-south:a/c2f2xxxxxxxxxxxx867::
GUID:                  03daxxxx-xxxx-xxxx-xxxx-xxxxxxxx38a7
Location:              us-south
Service Name:          aiopenscale
Service Plan Name:     lite
Resource Group Name:   Default
State:                 active
Type:                  service_instance
Sub Type:
Tags:
Created at:            2018-09-17T13:58:43Z
Updated at:

    The GUID value is your service instance ID.

Next steps

Defining the input and output schema by using the Python Client or REST API