FateWithShellmiaoComment/FATE-Flow/python/fate_flow/scheduler/tests/dsl_parser/v2_conf.json

{
    "dsl_version": 2,
    "initiator": {
        "role": "guest",
        "party_id": 10000
    },
    "role": {
        "guest": [
            10000
        ],
        "host": [
            9999, 9998, 9997
        ],
        "arbiter": [
            9999
        ]
    },
    "job_parameters": {
        "common": {
            "job_type": "train",
            "backend": 0,
            "work_mode": 1
        }
    },
    "component_parameters": {
        "common": {
            "feature_scale_0": {
                "method": "standard_scale",
                "need_run": true
            },
            "hetero_feature_binning_0": {
                "method": "quantile",
                "compress_thres": 10000,
                "head_size": 10000,
                "error": 0.001,
                "adjustment_factor": 0.5,
                "bin_num": 10,
                "bin_indexes": -1,
                "local_only": false,
                "transform_param": {
                    "transform_cols": -1,
                    "transform_type": "bin_num"
                },
                "need_run": true
            },
            "hetero_feature_selection_0": {
                "select_col_indexes": -1,
                "filter_methods": [
                    "manually",
                    "iv_value_thres",
                    "iv_percentile"
                ],
                "iv_value_param": {
                    "value_threshold": 1.0
                },
                "iv_percentile_param": {
                    "percentile_threshold": 0.9
                },
                "manually_param": {
                    "filter_out_indexes": null
                },
                "need_run": true
            },
            "one_hot_encoder_0": {
                "transform_col_indexes": -1,
                "transform_col_names": [],
                "need_run": true
            },
            "hetero_lr_0": {
                "penalty": "L2",
                "tol": 1e-05,
                "alpha": 0.01,
                "optimizer": "rmsprop",
                "batch_size": -1,
                "learning_rate": 0.15,
                "init_param": {
                    "init_method": "random_uniform"
                },
                "max_iter": 10,
                "early_stop": "diff",
                "cv_param": {
                    "n_splits": 5,
                    "shuffle": false,
                    "random_seed": 103,
                    "need_cv": false
                }
            },
            "evaluation_0": {
                "eval_type": "binary"
            }
        },
        "role": {
            "host": {
                "0": {
                    "data_transform_0": {
                        "with_label": false
                    },
                    "reader_0": {
                        "table": {
                            "name": "breast_hetero_host",
                            "namespace": "experiment"
                        }
                    }
                }
            },
            "guest": {
                "0": {
                    "data_transform_0": {
                        "with_label": true,
                        "output_format": "dense"
                    },
                    "reader_0": {
                        "table": {
                            "name": "breast_hetero_guest",
                            "namespace": "experiment"
                        }
                    }
                }
            }
        }
    },
    "provider": {
        "common": {
            "hetero_feature_binning_0": "fate@1.8.0"
        },
        "role": {
            "guest": {
                "0": {
                    "data_transform_0": "fate@1.8.0"
                }
            },
            "host": {
                "0": {
                    "data_transform_0": "fate@1.7.3",
                    "one_hot_encoder_0": "fate@1.7.3"
                },
                "1|2": {
                    "data_transform_0": "fate@1.7.4"
                }
            }
        }
    }
}