API reference

Parameter reference for all methods in the Modelbit Python package.

Authentication

• modelbit.login: Authenticating with Modelbit

Deployments

• mb.add_files: Adding new pkl files to deployments
• mb.deploy: Creating and updating Modelbit deployments
• mb.get_dataset: Fetching datasets and filtering feature stores
• mb.get_secret: Fetching a secret stored in Modelbit
• mb.log_image: Log images to Modelbit logs

Training jobs

• mb.add_job: Adding and updating training jobs to deployments
• mb.get_job_output: Fetching the results of successful training jobs
• mb.run_job: Start a training job

Model Registry

• mb.add_model: Adds one model to the registry
• mb.add_models: Adds multiple models to the registry
• mb.delete_models: Remove one or more models from the registry
• mb.get_model: Fetches a model from the registry
• mb.models: Lists models in the registry

Common files & packages

• mb.add_common_files: Adding common files
• mb.add_package: Uploading local packages as shared code to Modelbit
• mb.common_files: Listing common files
• mb.delete_common_files: Deleting common files

Management

• mb.datasets: Listing available datasets and feature stores
• mb.get_branch: Get the current git branch
• mb.get_deployment_info: Get the name of version of the current deployment
• mb.in_modelbit: Check if this code is running in Modelbit or locally
• mb.switch_branch: Change the current git branch
• mb.warehouses: List the warehouses connected to Modelbit