FateWithShellmiaoComment/FATE-Flow/examples/advanced/test_multi_pipeline_dsl.json

{
  "components": {
    "reader_0": {
      "module": "Reader",
      "output": {
        "data": [
          "table"
        ]
      }
    },
    "data_transform_0": {
      "module": "DataTransform",
      "input": {
        "data": {
          "data": [
            "reader_0.table"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ],
        "model": [
          "data_transform"
        ]
      }
    },
    "intersection_0": {
      "module": "Intersection",
      "input": {
        "data": {
          "data": [
            "data_transform_0.train"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ]
      }
    },
    "federated_sample_0": {
      "module": "FederatedSample",
      "input": {
        "data": {
          "data": [
            "intersection_0.train"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ]
      }
    },
    "feature_scale_0": {
      "module": "FeatureScale",
      "input": {
        "data": {
          "data": [
            "federated_sample_0.train"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ],
        "model": [
          "feature_scale"
        ]
      }
    },
    "hetero_feature_binning_0": {
      "module": "HeteroFeatureBinning",
      "input": {
        "data": {
          "data": [
            "feature_scale_0.train"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ],
        "model": [
          "hetero_feature_binning"
        ]
      }
    },
    "hetero_feature_selection_0": {
      "module": "HeteroFeatureSelection",
      "input": {
        "data": {
          "data": [
            "hetero_feature_binning_0.train"
          ]
        },
        "isometric_model": [
          "hetero_feature_binning_0.hetero_feature_binning"
        ]
      },
      "output": {
        "data": [
          "train"
        ],
        "model": [
          "selected"
        ]
      }
    },
    "one_hot_0": {
      "module": "OneHotEncoder",
      "input": {
        "data": {
          "data": [
            "hetero_feature_selection_0.train"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ],
        "model": [
          "onehot_encoder"
        ]
      }
    },
    "hetero_lr_0": {
      "module": "HeteroLR",
      "input": {
        "data": {
          "train_data": [
            "one_hot_0.train"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ],
        "model": [
          "hetero_lr"
        ]
      },
      "need_deploy": false
    },
    "hetero_lr_1": {
      "module": "HeteroLR",
      "input": {
        "data": {
          "train_data": [
            "one_hot_0.train"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ]
      },
      "need_deploy": false
    },
    "hetero_secureboost_0": {
      "module": "HeteroSecureBoost",
      "input": {
        "data": {
          "train_data": [
            "one_hot_0.train"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ]
      },
      "need_deploy": false
    },
    "hetero_secureboost_1": {
      "module": "HeteroSecureBoost",
      "input": {
        "data": {
          "train_data": [
            "one_hot_0.train"
          ]
        }
      },
      "output": {
        "data": [
          "train"
        ],
        "model": [
          "train"
        ]
      }
    },
    "evaluation_0": {
      "module": "Evaluation",
      "input": {
        "data": {
          "data": [
            "hetero_lr_0.train"
          ]
        }
      }
    },
    "evaluation_1": {
      "module": "Evaluation",
      "input": {
        "data": {
          "data": [
            "hetero_secureboost_1.train"
          ]
        }
      }
    }
  }
}