模型预测时，model_loader 加载其他模型组件的model异常

Describe the bug 有两个job， job-A：包含DataTransform、Intersection、HeteroFeatureSelection三个组件，job完成后进行deploy job-B: 包含HeteroSecureBoost，input_data是job-A的output_data, job-B成功，自定义dsl(包含job-A和job-B的组件)进行deploy

基于job-B deploy的mode进行预测任务时，model_loader 异常，目前发起的是所有的model_loader 加载其他模型组件的model都会异常，在1.8版本是正常的，1.9版本异常异常信息如下

[ERROR] [2022-09-22 14:53:22,058] [202209221452420715180] [12081:139734406686528] - [task_executor._run_] [line:265]: 'NoneType' object is not iterable
Traceback (most recent call last):
  File "/data/projects/fate/fateflow/python/fate_flow/worker/task_executor.py", line 209, in _run_
    cpn_output = run_object.run(cpn_input)
  File "/data/projects/fate/fate/python/federatedml/model_base.py", line 239, in run
    self._run(cpn_input=cpn_input)
  File "/data/projects/fate/fate/python/federatedml/model_base.py", line 315, in _run
    this_data_output = func(*real_param)
  File "/data/projects/fate/fate/python/federatedml/util/data_transform.py", line 1053, in transform
    data_inst = self.transformer.read_data(data, "transform")
  File "/data/projects/fate/fate/python/federatedml/util/data_transform.py", line 164, in read_data
    if (set(self.header) & set(header)) != set(self.header):
TypeError: 'NoneType' object is not iterable

job-A dsl如下：

{
    "components":{
        "reader_0":{
            "module":"Reader",
            "output":{
                "data":[
                    "data"
                ]
            }
        },
        "data_transformer_0":{
            "module":"DataTransform",
            "output":{
                "data":[
                    "data"
                ],
                "model": [
                    "model"
                ]
            },
            "input":{
                "data":{
                    "data":[
                        "reader_0.data"
                    ]
                }
            }
        },
        "intersect_0":{
            "output":{
                "data":[
                    "data"
                ]
            },
            "input":{
                "data":{
                    "data":[
                        "data_transformer_0.data"
                    ]
                }
            },
            "module":"Intersection"
        },
        "hetero_feature_selection_0": {
            "module": "HeteroFeatureSelection",
            "output": {
                "data": [
                    "data"
                ],
                "model": [
                    "model"
                ]
            },
            "input": {
                "data": {
                    "data": [
                        "intersect_0.data"
                    ]
                }
            }
        }
    }
}

job-A conf如下：

{
  "dsl_version": 2,
  "initiator": {
    "role": "guest",
    "party_id": 10000
  },
  "role": {
    "host": [
      10000
    ],
    "guest": [
      10000
    ]
  },
  "component_parameters": {
    "common": {
      "hetero_feature_selection_0": {
        "manually_param": {
          "filter_out_indexes": [
            1,
            2
          ]
        },
        "filter_methods": [
          "manually"
        ]
      }
    },
    "role": {
      "host": {
        "0": {
          "reader_0": {
            "table": {
              "name": "credit_hetero_host",
              "namespace": "experiment"
            }
          },
          "data_transformer_0": {
            "output_format": "dense",
            "with_label": false,
            "missing_fill": true,
            "missing_fill_method": "mean"
          }
        }
      },
      "guest": {
        "0": {
          "reader_0": {
            "table": {
              "name": "credit_hetero_guest",
              "namespace": "experiment"
            }
          },
          "data_transformer_0": {
            "output_format": "dense",
            "missing_fill": true,
            "missing_fill_method": "mean",
            "with_label": true,
            "label_name": "y"
          }
        }
      }
    }
  }
}

job-B dsl如下：

{
  "components": {
    "reader_0": {
      "module": "Reader",
      "output": {
        "data": [
          "data"
        ]
      }
    },
    "hetero_secure_boost_0": {
      "module": "HeteroSecureBoost",
      "input": {
        "data": {
          "train_data": [
            "reader_0.data"
          ]
        }
      },
      "output": {
        "data": [
          "data"
        ],
        "model": [
          "model"
        ]
      }
    }
  }
}

job-B conf如下：

{
  "dsl_version": 2,
  "initiator": {
    "role": "guest",
    "party_id": 10000
  },
  "role": {
    "host": [
      10000
    ],
    "guest": [
      10000
    ]
  },
  "component_parameters": {
    "common": {
      "hetero_secure_boost_0": {
        "task_type": "classification",
        "objective_param": {
          "objective": "cross_entropy"
        },
        "num_trees": 3,
        "validation_freqs": [1,4],
        "encrypt_param": {
          "method": "Paillier"
        },
        "tree_param": {
          "max_depth": 3
        },
        "use_missing": true
      }
    },
    "role": {
      "host": {
        "0": {
          "reader_0": {
            "table": {
              "name": "48327d4c3a4211eda000024213a70164",
              "namespace": "output_data_202209221445395991530_hetero_feature_selection_0_0"
            }
          }
        }
      },
      "guest": {
        "0": {
          "reader_0": {
            "table": {
              "name": "484f0d683a4211edae4f024213a70164",
              "namespace": "output_data_202209221445395991530_hetero_feature_selection_0_0"
            }
          }
        }
      }
    }
  }
}

job-B deploy 自定义DSL如下：

{
  "components": {
    "reader_0": {
      "module": "Reader",
      "output": {
        "data": [
          "data"
        ]
      }
    },
    "data_transform_0": {
      "module": "DataTransform",
      "input": {
        "data": {
          "data": [
            "reader_0.data"
          ]
        },
        "model": [
          "model_loader_0.model"
        ]
      },
      "output": {
        "data": [
          "data"
        ],
        "model": [
          "model"
        ]
      }
    },
    "intersection_0": {
      "module": "Intersection",
      "input": {
        "data": {
          "data": [
            "data_transform_0.data"
          ]
        }
      },
      "output": {
        "data": [
          "data"
        ]
      }
    },
    "feature_selection_0": {
      "module": "HeteroFeatureSelection",
      "input": {
        "data": {
          "data": [
            "intersection_0.data"
          ]
        },
        "model": ["model_loader_1.model"]
      },
      "output": {
        "data": [
          "data"
        ],
        "model": [
          "model"
        ]
      }
    },
    "hetero_secure_boost_0": {
      "module": "HeteroSecureBoost",
      "input": {
        "data": {
          "train_data": [
            "feature_selection_0.data"
          ]
        },
        "model": ["pipeline.hetero_secure_boost_0.model"]
      },
      "output": {
        "data": [
          "data"
        ],
        "model": [
          "model"
        ]
      }
    },
    "model_loader_0":{
      "output":{
        "model":[
          "model"
        ]
      },
      "module":"ModelLoader"
    },
    "model_loader_1":{
      "output":{
        "model":[
          "model"
        ]
      },
      "module":"ModelLoader"
    }
  }
}

预测任务conf如下

{
  "dsl_version": 2,
  "initiator": {
    "role": "guest",
    "party_id": 10000
  },
  "role": {
    "host": [
      10000
    ],
    "guest": [
      10000
    ]
  },
  "job_parameters": {
    "common": {
      "model_id": "guest-10000#host-10000#model",
      "model_version": "202209221451386401720",
      "job_type": "predict"
    }
  },
  "component_parameters": {
    "common": {
      "model_loader_0":{
        "model_version":"202209221448595402410",
        "component_name":"data_transformer_0",
        "model_alias":"model",
        "model_id":"guest-10000#host-10000#model"
      },
      "model_loader_1":{
        "model_version":"202209221448595402410",
        "component_name":"hetero_feature_selection_0",
        "model_alias":"model",
        "model_id":"guest-10000#host-10000#model"
      }
    },
    "role": {
      "guest": {
        "0": {
          "reader_0": {
            "table": {
              "name": "credit_hetero_guest",
              "namespace": "experiment"
            }
          }
        }
      },
      "host": {
        "0": {
          "reader_0": {
            "table": {
              "name": "credit_hetero_host",
              "namespace": "experiment"
            }
          }
        }
      }
    }
  }
}

FederatedAI / FATE

模型预测时，model_loader 加载其他模型组件的model异常 #4340