"""
Batch Transform Testing Step Specification.

This module defines the declarative specification for batch transform testing steps,
including their dependencies and outputs based on the actual implementation.
"""

from ...core.base.specification_base import StepSpecification, DependencySpec, OutputSpec, DependencyType, NodeType
from ..registry.step_names import get_spec_step_type_with_job_type

# Batch Transform Testing Step Specification
BATCH_TRANSFORM_TESTING_SPEC = StepSpecification(
    step_type=get_spec_step_type_with_job_type("BatchTransform", "testing"),
    node_type=NodeType.INTERNAL,
    dependencies=[
        DependencySpec(
            logical_name="model_name",
            dependency_type=DependencyType.CUSTOM_PROPERTY,
            required=True,
            compatible_sources=["PytorchModel", "XgboostModel"],
            semantic_keywords=["model", "name", "model_name", "ModelName"],
            data_type="String",
            description="SageMaker model name from a model step"
        ),
        DependencySpec(
            logical_name="processed_data",
            dependency_type=DependencyType.PROCESSING_OUTPUT,
            required=True,
            compatible_sources=["TabularPreprocessing-Testing"],
            semantic_keywords=["testing", "data", "features", "preprocessed", "tabular", "input_data", "model_input_data"],
            data_type="S3Uri",
            description="Processed testing data for batch transform from preprocessing step"
        )
    ],
    outputs=[
        OutputSpec(
            logical_name="transform_output",
            output_type=DependencyType.CUSTOM_PROPERTY,
            property_path="properties.TransformOutput.S3OutputPath",
            data_type="S3Uri",
            description="S3 location of the batch transform output"
        )
    ]
)
