When you're ready to make predictions from your AI, you need to authenticate with a prediction server. After training and deploying an AI, you can access the Prediction API.
DataRobot's prediction endpoints use two types of keys:
API Key, which is the same key as used in the DataRobot modeling API. Read about it in the API Authentication section.
DataRobot key, which is specific to the prediction server.
Note that the DataRobot key is not required in VPC/On-premise DataRobot setups. You only need it in our Managed Cloud environments. This includes Trial, US, and EU cloud environments.
Select the Deployments tab. You'll see a list of all deployments to which you have access. You will see your deployment in this list.
Click your deployment and then select the Integrations tab. From the list of integrations options, select Scoring Code.
In the displayed Integrations Scoring Code page, locate
DATAROBOT_KEY and copy the displayed key.
Note that in the same snippet you can also access the
Pass the keys in request headers:
Authorization: Bearer YOUR_API_KEY datarobot-key: YOUR_DATAROBOT_KEY
Paste the copied key when deploying your models to make predictions. (You can have a look at the Developer Learning Path in the DataRobot Community for some ideas.)
For language-specific examples you can also refer to our repository of prediction samples in various programming languages on GitHub.
Updated over 1 year ago