config.yaml

steps:
  evaluator:
    enable_cache: Optional[bool]
    experiment_tracker: Optional[str]
    extra: Mapping[str, Any]
    name: Optional[str]
    outputs:
      output:
        artifact_source: Optional[str]
        materializer_source: Optional[str]
    parameters: {}
    settings:
      experiment_tracker.mlflow:
        experiment_name: Optional[str]
        nested: bool
        tags: Mapping[str, Any]
      resources:
        cpu_count: Optional[PositiveFloat]
        gpu_count: Optional[NonNegativeInt]
        memory: Optional[ConstrainedStrValue]
    step_operator: Optional[str]
    enable_cache: Optional[bool]
    experiment_tracker: Optional[str]
    extra: Mapping[str, Any]
    name: Optional[str]
    outputs:
      output:
        artifact_source: Optional[str]
        materializer_source: Optional[str]
    parameters:
      experiment_name: Optional[str]
      mlserver: bool
      model_name: str
      run_name: Optional[str]
      timeout: int
      workers: int
    settings:
      experiment_tracker.mlflow:
        experiment_name: Optional[str]
        nested: bool
        tags: Mapping[str, Any]
      resources:
        cpu_count: Optional[PositiveFloat]
        gpu_count: Optional[NonNegativeInt]
        memory: Optional[ConstrainedStrValue]
    step_operator: Optional[str]
  trainer:
    name: Optional[str]
    outputs:
      output:
        artifact_source: Optional[str]
        materializer_source: Optional[str]
    parameters: {}
    settings:
      experiment_tracker.mlflow:
        experiment_name: Optional[str]
        nested: bool
        tags: Mapping[str, Any]
      resources:
        cpu_count: Optional[PositiveFloat]
        gpu_count: Optional[NonNegativeInt]
        memory: Optional[ConstrainedStrValue]
    step_operator: Optional[str]
  training_data_loader:
    enable_cache: Optional[bool]
    experiment_tracker: Optional[str]
    extra: Mapping[str, Any]
    name: Optional[str]
    outputs:
      X_test:
        artifact_source: Optional[str]
        materializer_source: Optional[str]
      X_train:
        artifact_source: Optional[str]
        materializer_source: Optional[str]
      y_test:
        artifact_source: Optional[str]
        materializer_source: Optional[str]
      y_train:
        artifact_source: Optional[str]
        materializer_source: Optional[str]
    parameters: {}
    settings:
      experiment_tracker.mlflow:
        experiment_name: Optional[str]
        nested: bool
        tags: Mapping[str, Any]
      resources:
        cpu_count: Optional[PositiveFloat]
        gpu_count: Optional[NonNegativeInt]
        memory: Optional[ConstrainedStrValue]
    step_operator: Optional[str]