FateWithShellmiaoComment/Fate/examples/dsl/v2/hetero_feature_selection/pipeline-hetero-feature-selection-homo-sbt_dsl.json

{
    "components": {
        "reader_0": {
            "module": "Reader",
            "output": {
                "data": [
                    "data"
                ]
            }
        },
        "data_transform_0": {
            "module": "DataTransform",
            "input": {
                "data": {
                    "data": [
                        "reader_0.data"
                    ]
                }
            },
            "output": {
                "data": [
                    "data"
                ],
                "model": [
                    "model"
                ]
            }
        },
        "scale_0": {
            "module": "FeatureScale",
            "input": {
                "data": {
                    "data": [
                        "data_transform_0.data"
                    ]
                }
            },
            "output": {
                "data": [
                    "data"
                ],
                "model": [
                    "model"
                ]
            }
        },
        "homo_secureboost_0": {
            "module": "HomoSecureBoost",
            "input": {
                "data": {
                    "train_data": [
                        "scale_0.data"
                    ]
                }
            },
            "output": {
                "data": [
                    "data"
                ],
                "model": [
                    "model"
                ]
            }
        },
        "hetero_feature_selection_0": {
            "module": "HeteroFeatureSelection",
            "input": {
                "data": {
                    "data": [
                        "scale_0.data"
                    ]
                },
                "isometric_model": [
                    "homo_secureboost_0.model"
                ]
            },
            "output": {
                "data": [
                    "data"
                ],
                "model": [
                    "model"
                ]
            }
        },
        "homo_lr_0": {
            "module": "HomoLR",
            "input": {
                "data": {
                    "train_data": [
                        "hetero_feature_selection_0.data"
                    ]
                }
            },
            "output": {
                "data": [
                    "data"
                ],
                "model": [
                    "model"
                ]
            }
        },
        "evaluation_0": {
            "module": "Evaluation",
            "input": {
                "data": {
                    "data": [
                        "homo_lr_0.data"
                    ]
                }
            },
            "output": {
                "data": [
                    "data"
                ]
            }
        }
    }
}