The MLOps Python client lets you use the MLOps API from your Python application. This guide describes how you can install the MLOps Python client, connect to MLOps and carry out tasks using the Python client. After successful installation, you can interact with the MLOps API via the MLOPs gRPC Gateway. API specifications can be seen by accessing the MLOPs gRPC Gateway URL with a browser.
If you're not sure how to access the MLOPs gRPC Gateway, contact your administrator.
The MLOps Platform uses gRPC (Google Remote Procedure Call) as its internal communication framework. The platform's services are exposed using gRPC Gateway. The services are not accessible directly, but instead the platform follows the API Gateway pattern and uses a gateway service to contact individual services.
API gateway health check
The API gateway includes a health check endpoint that is accessible at
/healthz. Navigate to
<H2O_MLOps_GATEWAY>/healthz for the health check.