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

{
  "dsl_version": "2",
  "initiator": {
    "role": "guest",
    "party_id": 9999
  },
  "role": {
    "guest": [
      9999
    ],
    "host": [
      10000
    ],
    "arbiter": [
      10000
    ]
  },
  "job_parameters": {
    "common": {
      "task_parallelism": 2,
      "computing_partitions": 8,
      "task_cores": 4,
      "spark_run": {
        "num-executors": 1,
        "executor-cores": 2
      }
    }
  },
  "component_parameters": {
    "common": {
      "federated_sample_0": {
        "mode": "stratified",
        "method": "upsample",
        "fractions": [
          [
            0,
            1.5
          ],
          [
            1,
            2.0
          ]
        ]
      },
      "hetero_lr_0": {
        "penalty": "L2",
        "optimizer": "rmsprop",
        "alpha": 0.01,
        "max_iter": 3,
        "batch_size": 320,
        "learning_rate": 0.15,
        "init_param": {
          "init_method": "random_uniform"
        }
      },
      "hetero_lr_1": {
        "penalty": "L2",
        "optimizer": "rmsprop",
        "alpha": 0.01,
        "max_iter": 3,
        "batch_size": 320,
        "learning_rate": 0.15,
        "init_param": {
          "init_method": "random_uniform"
        },
        "cv_param": {
          "n_splits": 2,
          "shuffle": true,
          "random_seed": 103,
          "need_cv": true
        }
      },
      "hetero_secureboost_0": {
        "cv_param": {
          "n_splits": 2,
          "need_cv": true,
          "shuffle": false
        },
        "num_trees": 3
      },
      "hetero_secureboost_1": {
        "num_trees": 2
      }
    },
    "role": {
      "guest": {
        "0": {
          "reader_0": {
            "table": {
              "name": "breast_hetero_guest",
              "namespace": "experiment"
            }
          },
          "data_transform_0": {
            "with_label": true,
            "label_name": "y",
            "label_type": "int",
            "output_format": "dense",
            "missing_fill": true,
            "outlier_replace": true
          }
        }
      },
      "host": {
        "0": {
          "reader_0": {
            "table": {
              "name": "breast_hetero_host",
              "namespace": "experiment"
            }
          },
          "data_transform_0": {
            "with_label": false,
            "output_format": "dense",
            "outlier_replace": true
          }
        }
      }
    }
  }
}