Python API#

Configuration and project

SessionConfig, ServerConfig, ProjectConfig, project-marker and config loader/dumper helpers.

Lifecycle

MlflowHandle, session, session_from_file, session_from_toml.

Server/readiness

build_server_args, build_server_command, SpawnedServer, spawn_server, wait_tracking_ready, CLI capability helpers.

Customization and convenience

MlflowProvider, provider context helpers, artifact/model facades, workflow and built-in configuration helpers.

Errors

Integration-specific exception types distinguish missing MLflow, incompatible CLI, server startup, and policy violations.