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名师互学网 > IT > 前沿技术 > 大数据 > 大数据系统

自定义数据集算子数据结构

自定义数据集算子数据结构

自定义数据集算子数据结构 火山引擎算子

https://console.volcengine.com/bi#/dataPrep/edit/1940?appId=1009125&taskType=0

{
  "appId": 1009125,
  "id": 1940,
  "dagConf": {
    "dag": {
      "nodes": [
        {
          "key": "Read_asset_car_tob_pudongyongda_property_1603618594544",
          "name": "意向评级标注",
          "type": "Read",
          "dataType": "hive",
          "nodeStatus": "SUCCEEDED",
          "connection": {
            "dataSourceId": null,
            "dataSourceType": "hive",
            "contentType": null,
            "path": null,
            "host": null,
            "port": null,
            "user": null,
            "password": null,
            "catalogName": null,
            "dbName": "aeolus",
            "driverName": null,
            "tableName": "asset_car_tob_pudongyongda_property",
            "sql": null,
            "partitions": [
              "date=null"
            ],
            "encryptMethod": 0,
            "additionalParamsStr": null,
            "jdbcConnectionString": null,
            "shardNum": 0,
            "chPartitionType": null,
            "clusterName": "cn",
            "shardColumn": null,
            "bootstrapServers": null,
            "topicName": null,
            "groupId": null,
            "checkpointLocation": null,
            "displayTableName": null
          },
          "sampleJson": null,
          "outputColumns": [
            {
              "name": "uid",
              "type": "long",
              "originType": "bigint",
              "isSelect": false
            },
            {
              "name": "gender",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "age",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "area",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "lifestage",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "education",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "job",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "birthday",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "lifecycle",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "own_store",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "own_sales",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "wanted_store",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "wanted_carmodel",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "rank",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "lasttime_pudongyongda_testdrive",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "newcar_tasting",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "storetimes_lastthreemonth",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "storenumbers_lastthreemonth",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "warranty_times",
              "type": "int",
              "originType": "int",
              "isSelect": false
            },
            {
              "name": "warranty_values",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "pudongyongda_noentry_time",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "forwardtimes_lastthreemonth",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "publishtimes_lastmonth",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "applets_opentimes_lastmonth",
              "type": "int",
              "originType": "int",
              "isSelect": false
            },
            {
              "name": "optionalpackpage_opentimes_lastmonth",
              "type": "int",
              "originType": "int",
              "isSelect": false
            },
            {
              "name": "optionalpackpage_time_lastmonth",
              "type": "int",
              "originType": "int",
              "isSelect": false
            },
            {
              "name": "last_eta",
              "type": "int",
              "originType": "int",
              "isSelect": false
            },
            {
              "name": "eta_modifytimes",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "pointuse_lastmonth",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "point_count",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "active_lasttime",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "contact_preference",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "gift_preference",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "carowner",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "salescarmodel",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "salestime",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "carownerappvisit",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "othercarmodel",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "interest_car_price",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "interest_car_brand_country",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "interest_car_brand",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "interest_car_other_series_type",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "interest_car_newenergy_type",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "client_stage",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "channel",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "community_pv_lastweek",
              "type": "int",
              "originType": "int",
              "isSelect": false
            },
            {
              "name": "community_creation_lastweek",
              "type": "int",
              "originType": "int",
              "isSelect": false
            },
            {
              "name": "community_forward_lastweek",
              "type": "int",
              "originType": "int",
              "isSelect": false
            },
            {
              "name": "community_recruit_lastweek",
              "type": "int",
              "originType": "int",
              "isSelect": false
            },
            {
              "name": "car_optical_pack_eagerness",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "car_pick_up_eagerness",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "returned_customer",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "car_price_comparison",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "stored_many_points",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "club_freshman",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "recall_values",
              "type": "string",
              "originType": "string",
              "isSelect": false
            },
            {
              "name": "date",
              "type": "string",
              "originType": "string",
              "isSelect": false
            }
          ],
          "operators": {
            "filters": {
              "logic": true,
              "children": [
                {
                  "type": "string",
                  "operator": "=",
                  "operand": [
                    {
                      "name": "date"
                    },
                    {
                      "type": "string",
                      "value": "20201020"
                    }
                  ],
                  "children": []
                }
              ]
            }
          },
          "params": {
            "extractType": "{"key":"full"}",
            "readNum": "{"key":"all"}"
          },
          "advanceSettings": []
        },
        {
          "key": "reset_column_1603681051791",
          "name": "字段设置",
          "type": "Reset",
          "dataType": "Column",
          "nodeStatus": "SUCCEEDED",
          "operators": {
            "fields": [
              {
                "name": "uid",
                "originType": "long",
                "alias": "uid",
                "type": "long",
                "isSelect": true
              },
              {
                "name": "gender",
                "originType": "string",
                "alias": "gender",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "age",
                "originType": "string",
                "alias": "age",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "area",
                "originType": "string",
                "alias": "area",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "lifestage",
                "originType": "string",
                "alias": "lifestage",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "education",
                "originType": "string",
                "alias": "education",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "job",
                "originType": "string",
                "alias": "job",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "birthday",
                "originType": "double",
                "alias": "birthday",
                "type": "double",
                "isSelect": true
              },
              {
                "name": "lifecycle",
                "originType": "string",
                "alias": "lifecycle",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "own_store",
                "originType": "string",
                "alias": "own_store",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "own_sales",
                "originType": "string",
                "alias": "own_sales",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "wanted_store",
                "originType": "string",
                "alias": "wanted_store",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "wanted_carmodel",
                "originType": "string",
                "alias": "wanted_carmodel",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "rank",
                "originType": "string",
                "alias": "rank",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "lasttime_pudongyongda_testdrive",
                "originType": "string",
                "alias": "lasttime_pudongyongda_testdrive",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "newcar_tasting",
                "originType": "string",
                "alias": "newcar_tasting",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "storetimes_lastthreemonth",
                "originType": "string",
                "alias": "storetimes_lastthreemonth",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "storenumbers_lastthreemonth",
                "originType": "string",
                "alias": "storenumbers_lastthreemonth",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "warranty_times",
                "originType": "double",
                "alias": "warranty_times",
                "type": "double",
                "isSelect": true
              },
              {
                "name": "warranty_values",
                "originType": "double",
                "alias": "warranty_values",
                "type": "double",
                "isSelect": true
              },
              {
                "name": "pudongyongda_noentry_time",
                "originType": "string",
                "alias": "pudongyongda_noentry_time",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "forwardtimes_lastthreemonth",
                "originType": "string",
                "alias": "forwardtimes_lastthreemonth",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "publishtimes_lastmonth",
                "originType": "string",
                "alias": "publishtimes_lastmonth",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "applets_opentimes_lastmonth",
                "originType": "int",
                "alias": "applets_opentimes_lastmonth",
                "type": "int",
                "isSelect": true
              },
              {
                "name": "optionalpackpage_opentimes_lastmonth",
                "originType": "int",
                "alias": "optionalpackpage_opentimes_lastmonth",
                "type": "int",
                "isSelect": true
              },
              {
                "name": "optionalpackpage_time_lastmonth",
                "originType": "int",
                "alias": "optionalpackpage_time_lastmonth",
                "type": "int",
                "isSelect": true
              },
              {
                "name": "last_eta",
                "originType": "int",
                "alias": "last_eta",
                "type": "int",
                "isSelect": true
              },
              {
                "name": "eta_modifytimes",
                "originType": "string",
                "alias": "eta_modifytimes",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "pointuse_lastmonth",
                "originType": "string",
                "alias": "pointuse_lastmonth",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "point_count",
                "originType": "string",
                "alias": "point_count",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "active_lasttime",
                "originType": "string",
                "alias": "active_lasttime",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "contact_preference",
                "originType": "string",
                "alias": "contact_preference",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "gift_preference",
                "originType": "string",
                "alias": "gift_preference",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "carowner",
                "originType": "string",
                "alias": "carowner",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "salescarmodel",
                "originType": "string",
                "alias": "salescarmodel",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "salestime",
                "originType": "string",
                "alias": "salestime",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "carownerappvisit",
                "originType": "string",
                "alias": "carownerappvisit",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "othercarmodel",
                "originType": "string",
                "alias": "othercarmodel",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "interest_car_price",
                "originType": "string",
                "alias": "interest_car_price",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "interest_car_brand_country",
                "originType": "string",
                "alias": "interest_car_brand_country",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "interest_car_brand",
                "originType": "string",
                "alias": "interest_car_brand",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "interest_car_other_series_type",
                "originType": "string",
                "alias": "interest_car_other_series_type",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "interest_car_newenergy_type",
                "originType": "string",
                "alias": "interest_car_newenergy_type",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "client_stage",
                "originType": "string",
                "alias": "client_stage",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "channel",
                "originType": "string",
                "alias": "channel",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "community_pv_lastweek",
                "originType": "int",
                "alias": "community_pv_lastweek",
                "type": "int",
                "isSelect": true
              },
              {
                "name": "community_creation_lastweek",
                "originType": "int",
                "alias": "community_creation_lastweek",
                "type": "int",
                "isSelect": true
              },
              {
                "name": "community_forward_lastweek",
                "originType": "int",
                "alias": "community_forward_lastweek",
                "type": "int",
                "isSelect": true
              },
              {
                "name": "community_recruit_lastweek",
                "originType": "int",
                "alias": "community_recruit_lastweek",
                "type": "int",
                "isSelect": true
              },
              {
                "name": "car_optical_pack_eagerness",
                "originType": "string",
                "alias": "car_optical_pack_eagerness",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "car_pick_up_eagerness",
                "originType": "string",
                "alias": "car_pick_up_eagerness",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "returned_customer",
                "originType": "string",
                "alias": "returned_customer",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "car_price_comparison",
                "originType": "string",
                "alias": "car_price_comparison",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "stored_many_points",
                "originType": "string",
                "alias": "stored_many_points",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "club_freshman",
                "originType": "string",
                "alias": "club_freshman",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "recall_values",
                "originType": "string",
                "alias": "recall_values",
                "type": "string",
                "isSelect": true
              },
              {
                "name": "date",
                "originType": "string",
                "alias": "date",
                "type": "string",
                "isSelect": true
              }
            ],
            "condition": ""
          }
        },
        {
          "key": "Read_A111111_1635927769820",
          "name": "A111111",
          "type": "Read",
          "dataType": "hive",
          "nodeStatus": "SUCCEEDED",
          "connection": {
            "clusterName": "cn",
            "path": "",
            "dbName": "aeolus",
            "tableName": "A111111",
            "displayTableName": "A111111",
            "partitions": [
              "uid=${date}"
            ]
          },
          "outputColumns": [
            {
              "name": "gender",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "age",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "area",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "lifestage",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "education",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "job",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "birthday",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "lifecycle",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "own_store",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "own_sales",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "wanted_store",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "wanted_carmodel",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "rank",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "lasttime_pudongyongda_testdrive",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "newcar_tasting",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
              "name": "storetimes_lastthreemonth",
              "type": "string",
              "originPrepType": "string",
              "originType": "string",
              "isSelect": true
            },
            {
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                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "salescarmodel",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "salescarmodel",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "salestime",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "salestime",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "carownerappvisit",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "carownerappvisit",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "othercarmodel",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "othercarmodel",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "interest_car_price",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "interest_car_price",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "interest_car_brand_country",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "interest_car_brand_country",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "interest_car_brand",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "interest_car_brand",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "interest_car_other_series_type",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "interest_car_other_series_type",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "interest_car_newenergy_type",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "interest_car_newenergy_type",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "client_stage",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "client_stage",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "channel",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "channel",
                      "type": "string",
                      "tableType": "right"
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                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "community_pv_lastweek",
                      "type": "int",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "community_pv_lastweek",
                      "type": "int",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "community_creation_lastweek",
                      "type": "int",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "community_creation_lastweek",
                      "type": "int",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "community_forward_lastweek",
                      "type": "int",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "community_forward_lastweek",
                      "type": "int",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "community_recruit_lastweek",
                      "type": "int",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "community_recruit_lastweek",
                      "type": "int",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "car_optical_pack_eagerness",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "car_optical_pack_eagerness",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "car_pick_up_eagerness",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "car_pick_up_eagerness",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "returned_customer",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "returned_customer",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "car_price_comparison",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "car_price_comparison",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "stored_many_points",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "stored_many_points",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "club_freshman",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "club_freshman",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "recall_values",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "recall_values",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                },
                {
                  "operator": "=",
                  "operand": [
                    {
                      "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                      "name": "date",
                      "type": "string",
                      "tableType": "left"
                    },
                    {
                      "namespace": "Read_A111111_1635927769820",
                      "name": "date",
                      "type": "string",
                      "tableType": "right"
                    }
                  ]
                }
              ]
            },
            "fields": [
              {
                "name": "uid",
                "alias": "uid",
                "type": "long",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "gender",
                "alias": "gender",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "age",
                "alias": "age",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "area",
                "alias": "area",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "lifestage",
                "alias": "lifestage",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "education",
                "alias": "education",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "job",
                "alias": "job",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "birthday",
                "alias": "birthday",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "lifecycle",
                "alias": "lifecycle",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "own_store",
                "alias": "own_store",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "own_sales",
                "alias": "own_sales",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "wanted_store",
                "alias": "wanted_store",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "wanted_carmodel",
                "alias": "wanted_carmodel",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "rank",
                "alias": "rank",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "lasttime_pudongyongda_testdrive",
                "alias": "lasttime_pudongyongda_testdrive",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "newcar_tasting",
                "alias": "newcar_tasting",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "storetimes_lastthreemonth",
                "alias": "storetimes_lastthreemonth",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "storenumbers_lastthreemonth",
                "alias": "storenumbers_lastthreemonth",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "warranty_times",
                "alias": "warranty_times",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "warranty_values",
                "alias": "warranty_values",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "pudongyongda_noentry_time",
                "alias": "pudongyongda_noentry_time",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "forwardtimes_lastthreemonth",
                "alias": "forwardtimes_lastthreemonth",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "publishtimes_lastmonth",
                "alias": "publishtimes_lastmonth",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "applets_opentimes_lastmonth",
                "alias": "applets_opentimes_lastmonth",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "optionalpackpage_opentimes_lastmonth",
                "alias": "optionalpackpage_opentimes_lastmonth",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "optionalpackpage_time_lastmonth",
                "alias": "optionalpackpage_time_lastmonth",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "last_eta",
                "alias": "last_eta",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "eta_modifytimes",
                "alias": "eta_modifytimes",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "pointuse_lastmonth",
                "alias": "pointuse_lastmonth",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "point_count",
                "alias": "point_count",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "active_lasttime",
                "alias": "active_lasttime",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "contact_preference",
                "alias": "contact_preference",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "gift_preference",
                "alias": "gift_preference",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "carowner",
                "alias": "carowner",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "salescarmodel",
                "alias": "salescarmodel",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "salestime",
                "alias": "salestime",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "carownerappvisit",
                "alias": "carownerappvisit",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "othercarmodel",
                "alias": "othercarmodel",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "interest_car_price",
                "alias": "interest_car_price",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "interest_car_brand_country",
                "alias": "interest_car_brand_country",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "interest_car_brand",
                "alias": "interest_car_brand",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "interest_car_other_series_type",
                "alias": "interest_car_other_series_type",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "interest_car_newenergy_type",
                "alias": "interest_car_newenergy_type",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "client_stage",
                "alias": "client_stage",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "channel",
                "alias": "channel",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "community_pv_lastweek",
                "alias": "community_pv_lastweek",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "community_creation_lastweek",
                "alias": "community_creation_lastweek",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "community_forward_lastweek",
                "alias": "community_forward_lastweek",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "community_recruit_lastweek",
                "alias": "community_recruit_lastweek",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "car_optical_pack_eagerness",
                "alias": "car_optical_pack_eagerness",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "car_pick_up_eagerness",
                "alias": "car_pick_up_eagerness",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "returned_customer",
                "alias": "returned_customer",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "car_price_comparison",
                "alias": "car_price_comparison",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "stored_many_points",
                "alias": "stored_many_points",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "club_freshman",
                "alias": "club_freshman",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "recall_values",
                "alias": "recall_values",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "date",
                "alias": "date",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "left",
                "namespace": "Read_asset_car_tob_pudongyongda_property_1603618594544"
              },
              {
                "name": "gender",
                "alias": "gender_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "age",
                "alias": "age_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "area",
                "alias": "area_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "lifestage",
                "alias": "lifestage_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "education",
                "alias": "education_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "job",
                "alias": "job_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "birthday",
                "alias": "birthday_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "lifecycle",
                "alias": "lifecycle_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "own_store",
                "alias": "own_store_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "own_sales",
                "alias": "own_sales_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "wanted_store",
                "alias": "wanted_store_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "wanted_carmodel",
                "alias": "wanted_carmodel_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "rank",
                "alias": "rank_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "lasttime_pudongyongda_testdrive",
                "alias": "lasttime_pudongyongda_testdrive_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "newcar_tasting",
                "alias": "newcar_tasting_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "storetimes_lastthreemonth",
                "alias": "storetimes_lastthreemonth_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "storenumbers_lastthreemonth",
                "alias": "storenumbers_lastthreemonth_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "warranty_times",
                "alias": "warranty_times_1",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "warranty_values",
                "alias": "warranty_values_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "pudongyongda_noentry_time",
                "alias": "pudongyongda_noentry_time_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "forwardtimes_lastthreemonth",
                "alias": "forwardtimes_lastthreemonth_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "publishtimes_lastmonth",
                "alias": "publishtimes_lastmonth_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "applets_opentimes_lastmonth",
                "alias": "applets_opentimes_lastmonth_1",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "optionalpackpage_opentimes_lastmonth",
                "alias": "optionalpackpage_opentimes_lastmonth_1",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "optionalpackpage_time_lastmonth",
                "alias": "optionalpackpage_time_lastmonth_1",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "last_eta",
                "alias": "last_eta_1",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "eta_modifytimes",
                "alias": "eta_modifytimes_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "pointuse_lastmonth",
                "alias": "pointuse_lastmonth_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "point_count",
                "alias": "point_count_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "active_lasttime",
                "alias": "active_lasttime_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "contact_preference",
                "alias": "contact_preference_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "gift_preference",
                "alias": "gift_preference_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "carowner",
                "alias": "carowner_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "salescarmodel",
                "alias": "salescarmodel_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "salestime",
                "alias": "salestime_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "carownerappvisit",
                "alias": "carownerappvisit_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "othercarmodel",
                "alias": "othercarmodel_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "interest_car_price",
                "alias": "interest_car_price_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "interest_car_brand_country",
                "alias": "interest_car_brand_country_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "interest_car_brand",
                "alias": "interest_car_brand_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "interest_car_other_series_type",
                "alias": "interest_car_other_series_type_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "interest_car_newenergy_type",
                "alias": "interest_car_newenergy_type_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "client_stage",
                "alias": "client_stage_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "channel",
                "alias": "channel_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "community_pv_lastweek",
                "alias": "community_pv_lastweek_1",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "community_creation_lastweek",
                "alias": "community_creation_lastweek_1",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "community_forward_lastweek",
                "alias": "community_forward_lastweek_1",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "community_recruit_lastweek",
                "alias": "community_recruit_lastweek_1",
                "type": "int",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "car_optical_pack_eagerness",
                "alias": "car_optical_pack_eagerness_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "car_pick_up_eagerness",
                "alias": "car_pick_up_eagerness_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "returned_customer",
                "alias": "returned_customer_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "car_price_comparison",
                "alias": "car_price_comparison_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "stored_many_points",
                "alias": "stored_many_points_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "club_freshman",
                "alias": "club_freshman_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "recall_values",
                "alias": "recall_values_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "date",
                "alias": "date_1",
                "type": "string",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              },
              {
                "name": "uid",
                "alias": "uid_1",
                "type": "long",
                "isSelect": true,
                "typeList": [],
                "tableType": "right",
                "namespace": "Read_A111111_1635927769820"
              }
            ]
          }
        },
        {
          "key": "Load_1635927852514",
          "name": "输出_1",
          "type": "Load",
          "dataType": "hive",
          "nodeStatus": "DEFAULT",
          "connection": {
            "dbName": "aeolus",
            "tableName": "dfgdfg",
            "partitions": [
              "area"
            ]
          }
        },
        {
          "key": "SparkUnionOperator_1635927905727",
          "name": "合并行_1",
          "type": "SparkUnionOperator",
          "dataType": "Default",
          "nodeStatus": "SUCCEEDED",
          "operators": {
            "fields": [
              {
                "name": "age",
                "alias": "age[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "age"
                  }
                ]
              },
              {
                "name": "own_store",
                "alias": "own_store[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "own_store"
                  }
                ]
              },
              {
                "name": "gender",
                "alias": "gender[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "gender"
                  }
                ]
              },
              {
                "name": "area",
                "alias": "area[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "area"
                  }
                ]
              },
              {
                "name": "lifestage",
                "alias": "lifestage[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "lifestage"
                  }
                ]
              },
              {
                "name": "education",
                "alias": "education[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "education"
                  }
                ]
              },
              {
                "name": "job",
                "alias": "job[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "job"
                  }
                ]
              },
              {
                "name": "birthday",
                "alias": "birthday[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "birthday"
                  }
                ]
              },
              {
                "name": "lifecycle",
                "alias": "lifecycle[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "lifecycle"
                  }
                ]
              },
              {
                "name": "wanted_store",
                "alias": "wanted_store[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "wanted_store"
                  }
                ]
              },
              {
                "name": "wanted_carmodel",
                "alias": "wanted_carmodel[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "wanted_carmodel"
                  }
                ]
              },
              {
                "name": "rank",
                "alias": "rank[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "rank"
                  }
                ]
              },
              {
                "name": "lasttime_pudongyongda_testdrive",
                "alias": "lasttime_pudongyongda_testdrive[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "lasttime_pudongyongda_testdrive"
                  }
                ]
              },
              {
                "name": "newcar_tasting",
                "alias": "newcar_tasting[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "newcar_tasting"
                  }
                ]
              },
              {
                "name": "storetimes_lastthreemonth",
                "alias": "storetimes_lastthreemonth[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "storetimes_lastthreemonth"
                  }
                ]
              },
              {
                "name": "storenumbers_lastthreemonth",
                "alias": "storenumbers_lastthreemonth[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "storenumbers_lastthreemonth"
                  }
                ]
              },
              {
                "name": "warranty_times",
                "alias": "warranty_times[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "int",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "warranty_times"
                  }
                ]
              },
              {
                "name": "warranty_values",
                "alias": "warranty_values[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "warranty_values"
                  }
                ]
              },
              {
                "name": "pudongyongda_noentry_time",
                "alias": "pudongyongda_noentry_time[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "pudongyongda_noentry_time"
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                ]
              },
              {
                "name": "forwardtimes_lastthreemonth",
                "alias": "forwardtimes_lastthreemonth[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
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                ]
              },
              {
                "name": "publishtimes_lastmonth",
                "alias": "publishtimes_lastmonth[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "publishtimes_lastmonth"
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                ]
              },
              {
                "name": "applets_opentimes_lastmonth",
                "alias": "applets_opentimes_lastmonth[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "int",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "applets_opentimes_lastmonth"
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                ]
              },
              {
                "name": "optionalpackpage_opentimes_lastmonth",
                "alias": "optionalpackpage_opentimes_lastmonth[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "int",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "optionalpackpage_opentimes_lastmonth"
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                ]
              },
              {
                "name": "optionalpackpage_time_lastmonth",
                "alias": "optionalpackpage_time_lastmonth[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "int",
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                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "optionalpackpage_time_lastmonth"
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                ]
              },
              {
                "name": "last_eta",
                "alias": "last_eta[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "int",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "last_eta"
                  }
                ]
              },
              {
                "name": "eta_modifytimes",
                "alias": "eta_modifytimes[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "eta_modifytimes"
                  }
                ]
              },
              {
                "name": "pointuse_lastmonth",
                "alias": "pointuse_lastmonth[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "pointuse_lastmonth"
                  }
                ]
              },
              {
                "name": "point_count",
                "alias": "point_count[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "point_count"
                  }
                ]
              },
              {
                "name": "active_lasttime",
                "alias": "active_lasttime[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "active_lasttime"
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              {
                "name": "contact_preference",
                "alias": "contact_preference[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "contact_preference"
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              {
                "name": "gift_preference",
                "alias": "gift_preference[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
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                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
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              {
                "name": "carowner",
                "alias": "carowner[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
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                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "carowner"
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              },
              {
                "name": "salescarmodel",
                "alias": "salescarmodel[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
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                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "salescarmodel"
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              },
              {
                "name": "salestime",
                "alias": "salestime[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
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                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
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              },
              {
                "name": "carownerappvisit",
                "alias": "carownerappvisit[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "carownerappvisit"
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                ]
              },
              {
                "name": "othercarmodel",
                "alias": "othercarmodel[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "othercarmodel"
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                ]
              },
              {
                "name": "interest_car_price",
                "alias": "interest_car_price[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "interest_car_price"
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                ]
              },
              {
                "name": "interest_car_brand_country",
                "alias": "interest_car_brand_country[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "interest_car_brand_country"
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              },
              {
                "name": "interest_car_brand",
                "alias": "interest_car_brand[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
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              },
              {
                "name": "interest_car_other_series_type",
                "alias": "interest_car_other_series_type[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
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                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
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              {
                "name": "interest_car_newenergy_type",
                "alias": "interest_car_newenergy_type[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
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                "fieldMap": [
                  {
                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
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              },
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                "name": "client_stage",
                "alias": "client_stage[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
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                "isSelect": true,
                "fieldMap": [
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              {
                "name": "channel",
                "alias": "channel[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
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                "isSelect": true,
                "fieldMap": [
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              {
                "name": "community_pv_lastweek",
                "alias": "community_pv_lastweek[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "int",
                "isSelect": true,
                "fieldMap": [
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                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
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              {
                "name": "community_creation_lastweek",
                "alias": "community_creation_lastweek[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
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                "isSelect": true,
                "fieldMap": [
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              {
                "name": "community_forward_lastweek",
                "alias": "community_forward_lastweek[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "int",
                "isSelect": true,
                "fieldMap": [
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              {
                "name": "own_sales",
                "alias": "own_sales[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
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                "isSelect": true,
                "fieldMap": [
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                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
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                ]
              },
              {
                "name": "car_optical_pack_eagerness",
                "alias": "car_optical_pack_eagerness[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
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              },
              {
                "name": "car_pick_up_eagerness",
                "alias": "car_pick_up_eagerness[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
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                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
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              },
              {
                "name": "returned_customer",
                "alias": "returned_customer[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
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                "isSelect": true,
                "fieldMap": [
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                "alias": "car_price_comparison[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
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              },
              {
                "name": "stored_many_points",
                "alias": "stored_many_points[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
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              },
              {
                "name": "club_freshman",
                "alias": "club_freshman[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
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              {
                "name": "recall_values",
                "alias": "recall_values[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
                "isSelect": true,
                "fieldMap": [
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              },
              {
                "name": "date",
                "alias": "date[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "string",
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              },
              {
                "name": "community_recruit_lastweek",
                "alias": "community_recruit_lastweek[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "int",
                "isSelect": true,
                "fieldMap": [
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                    "preNodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                    "fieldName": "community_recruit_lastweek"
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                ]
              },
              {
                "name": "uid",
                "alias": "uid[意向评级标注_Read_asset_car_tob_pudongyongda_property_1603618594544]",
                "type": "long",
                "isSelect": true,
                "fieldMap": [
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                    "fieldName": "uid"
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                ]
              }
            ],
            "preNodeInfos": [
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                "nodeName": "意向评级标注",
                "nodeKey": "Read_asset_car_tob_pudongyongda_property_1603618594544",
                "sourceNodeFieldName": "upstream_node"
              }
            ]
          }
        },
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          "dataType": "Udaf",
          "nodeStatus": "SUCCEEDED",
          "operators": {
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                "type": "string"
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            ],
            "fields": [
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                "name": "birthday",
                "type": "string",
                "alias": "birthday",
                "aggregation": "max",
                "aggregationList": [
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                  "cnt(distinct)"
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                "error": [],
                "value": "max",
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              }
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          "type": "Add",
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        {
          "key": "SparkUnpivotOperator_1635928347743",
          "name": "列转行_1",
          "type": "SparkUnpivotOperator",
          "dataType": "Row",
          "nodeStatus": "SUCCEEDED",
          "operators": {
            "unpivotConf": {
              "columnNames": [
                "aa"
              ],
              "newColumnName": "aakey",
              "newValueColumnName": "aavalue"
            }
          }
        },
        {
          "key": "SparkPivotOperator_1635928422702",
          "name": "行转列_1",
          "type": "SparkPivotOperator",
          "dataType": "Row",
          "nodeStatus": "SUCCEEDED",
          "operators": {
            "pivotConf": {
              "pivotField": "age",
              "pivotFieldEnum": [
                "aavalue"
              ],
              "pivotFieldEnumAlias": [
                "dsd"
              ],
              "pivotValueField": {
                "name": "aavalue",
                "aggregation": "sum",
                "value": "sum",
                "distinct": false
              },
              "groupByFields": [
                "aakey",
                "birthday"
              ]
            }
          }
        }
      ],
      "flows": [
        {
          "from": "Read_asset_car_tob_pudongyongda_property_1603618594544",
          "to": "reset_column_1603681051791",
          "fromPort": "output",
          "toPort": "input"
        },
        {
          "from": "Read_asset_car_tob_pudongyongda_property_1603618594544",
          "to": "SparkJoinOperator_1635927787704",
          "fromPort": "output",
          "toPort": "left"
        },
        {
          "from": "Read_A111111_1635927769820",
          "to": "SparkJoinOperator_1635927787704",
          "fromPort": "output",
          "toPort": "right"
        },
        {
          "from": "SparkJoinOperator_1635927787704",
          "to": "Load_1635927852514",
          "fromPort": "output",
          "toPort": "input"
        },
        {
          "from": "Read_asset_car_tob_pudongyongda_property_1603618594544",
          "to": "SparkUnionOperator_1635927905727",
          "fromPort": "output",
          "toPort": "multiInput"
        },
        {
          "from": "SparkUnionOperator_1635927905727",
          "to": "aggregation_1635928051887",
          "fromPort": "output",
          "toPort": "input"
        },
        {
          "from": "aggregation_1635928051887",
          "to": "compute_col_1635928149557",
          "fromPort": "output",
          "toPort": "input"
        },
        {
          "from": "compute_col_1635928149557",
          "to": "filter_row_1635928290715",
          "fromPort": "output",
          "toPort": "input"
        },
        {
          "from": "filter_row_1635928290715",
          "to": "SparkUnpivotOperator_1635928347743",
          "fromPort": "output",
          "toPort": "input"
        },
        {
          "from": "SparkUnpivotOperator_1635928347743",
          "to": "SparkPivotOperator_1635928422702",
          "fromPort": "output",
          "toPort": "input"
        }
      ]
    }
  },
  "scheduleConf": {
    "dependencyNodes": [
      {
        "nodeKey": "Load_1635927852514",
        "dependencyMethod": 0
      }
    ]
  }
}
观远算子

https://demo.guandata.com/data-flows/new

{
    "version": 1,
    "dataFlowId": "c96315bd8c74c4ce4aa3478d",
    "name": "New Transform1111",
    "parentDirId": "dec37b3c53b4341328dd9876",
    "actions": [
        {
            "id": "id_1636446767144",
            "name": "列转行",
            "type": "COLLAPSE_COLUMNS",
            "sources": [
                "id_1636446380244"
            ],
            "position": {
                "x": 690,
                "y": 320
            },
            "dimName": "列名称",
            "metricName": "列值",
            "columns": [
                {
                    "name": "省份",
                    "newName": "省份"
                }
            ],
            "sameAsOld": false
        },
        {
            "id": "id_1636445667563",
            "name": "添加计算列",
            "type": "CALCULATOR",
            "sources": [
                "id_1636445329495"
            ],
            "position": {
                "x": 370,
                "y": 110
            },
            "formulas": [
                {
                    "name": "订购取上限",
                    "type": "DOUBLE",
                    "expr": "CEIL([订购数量])",
                    "key": "KZagmUdZZf"
                }
            ]
        },
        {
            "id": "id_1636447345184",
            "name": "Null值替换",
            "type": "SINGLE_VALUE_MAPPER",
            "sources": [
                "id_1636447282500"
            ],
            "position": {
                "x": 100,
                "y": 510
            },
            "mappings": [
                {
                    "colName": "海南省",
                    "toValue": "000"
                }
            ]
        },
        {
            "id": "id_1636445346992",
            "name": "1111",
            "type": "OUTPUT_DATASET",
            "sources": [],
            "position": {
                "x": 1320,
                "y": 650
            },
            "outputDsName": "1111",
            "outputDsDesc": "",
            "parentDirId": "h1f1d5f35fa8c41f6a57d0ef",
            "dataSource": {
                "parentDirId": "h1f1d5f35fa8c41f6a57d0ef",
                "parentDirName": "【提示】试用客户仅允许上传文件类型数据集。如需创建数据库数据集,请联系观远人员"
            }
        },
        {
            "id": "id_1636446331252",
            "name": "选择列",
            "type": "SELECt_COLUMNS",
            "sources": [
                "id_1636446213015"
            ],
            "position": {
                "x": 300,
                "y": 320
            },
            "columns": [
                {
                    "name": "城市",
                    "fdType": "STRING",
                    "metaType": "DIM",
                    "dsKey": "id_1636446213015",
                    "isIgnored": false,
                    "key": "tVxjzCKhwO",
                    "newName": "城市--改名了"
                },
                {
                    "name": "省份",
                    "fdType": "STRING",
                    "metaType": "DIM",
                    "dsKey": "id_1636446213015",
                    "isIgnored": false,
                    "key": "huLAdiSHCS"
                },
                {
                    "name": "区县",
                    "fdType": "STRING",
                    "metaType": "DIM",
                    "dsKey": "id_1636446213015",
                    "isIgnored": false,
                    "key": "xDnnEDJWRW"
                },
                {
                    "name": "商品分类",
                    "fdType": "STRING",
                    "metaType": "DIM",
                    "dsKey": "id_1636446213015",
                    "isIgnored": false,
                    "key": "ovmmfangND"
                },
                {
                    "name": "合并列",
                    "fdType": "STRING",
                    "metaType": "DIM",
                    "dsKey": "id_1636446213015",
                    "isIgnored": false,
                    "key": "ZEjJwtzRGt"
                },
                {
                    "name": "零售价",
                    "fdType": "DOUBLE",
                    "metaType": "METRIC",
                    "dsKey": "id_1636446213015",
                    "isIgnored": false,
                    "key": "gxajQmDcFU"
                },
                {
                    "name": "订购数量",
                    "fdType": "LONG",
                    "metaType": "METRIC",
                    "dsKey": "id_1636446213015",
                    "isIgnored": false,
                    "key": "QjLOgyHGOs"
                },
                {
                    "name": "订购取上限",
                    "fdType": "DOUBLE",
                    "metaType": "METRIC",
                    "dsKey": "id_1636446213015",
                    "isIgnored": false,
                    "key": "MajzCKZQEd"
                }
            ]
        },
        {
            "id": "id_1636447664441",
            "name": "产品试用数据集",
            "type": "INPUT_DATASET",
            "sources": [],
            "position": {
                "x": 60,
                "y": 680
            },
            "displayType": "CSV",
            "inputDsId": "q13fcdaae7e3a40239371353",
            "cascadeUpdateEnabled": false,
            "preview": {
                "scope": "ALL",
                "config": {}
            }
        },
        {
            "id": "id_1636447223497",
            "name": "去重",
            "type": "REMOVE_DUPLICATES",
            "sources": [
                "id_1636447105689"
            ],
            "position": {
                "x": 1100,
                "y": 320
            },
            "columnNames": [
                "零售价"
            ]
        },
        {
            "id": "id_1636447631696",
            "name": "关联数据",
            "type": "JOIN_DATA",
            "sources": [
                "id_1636447664441",
                "id_1636447345184"
            ],
            "position": {
                "x": 260,
                "y": 660
            },
            "dataFusion": {
                "selectedColumns": [
                    {
                        "name": "城市--改名了",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "区县",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "商品分类",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "合并列",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "零售价",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "DOUBLE",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "订购数量",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "订购取上限",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "DOUBLE",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "海南省",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "DOUBLE",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "列名称",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "列值",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "新列值",
                        "isIgnored": false,
                        "dsKey": "id_1636447345184",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "编号ID",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "省份",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "省份代码",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "城市",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "城市代码",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "区县",
                        "isIgnored": true,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "区县代码",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "日期",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "DATE",
                        "metaType": "DIM"
                    },
                    {
                        "name": "商品分类",
                        "isIgnored": true,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "商品编号",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "商品条码",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "商品名称",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "规格",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "单位",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "产地",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "库存状况",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    },
                    {
                        "name": "含税价",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "DOUBLE",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "零售价",
                        "isIgnored": true,
                        "dsKey": "id_1636447664441",
                        "fdType": "DOUBLE",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "订购数量",
                        "isIgnored": true,
                        "dsKey": "id_1636447664441",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "销售金额",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "DOUBLE",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "配送数",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "销售数量",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "LONG",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "经度",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "DOUBLE",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "纬度",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "DOUBLE",
                        "metaType": "METRIC"
                    },
                    {
                        "name": "大区",
                        "isIgnored": false,
                        "dsKey": "id_1636447664441",
                        "fdType": "STRING",
                        "metaType": "DIM"
                    }
                ],
                "fusionType": "COLUMN",
                "dataSources": [
                    {
                        "key": "id_1636447345184",
                        "name": "Null值替换"
                    },
                    {
                        "key": "id_1636447664441",
                        "name": "产品试用数据集"
                    }
                ],
                "columnFuses": [
                    {
                        "leftKey": "id_1636447345184",
                        "rightKey": "id_1636447664441",
                        "joinType": "INNER",
                        "predicates": [
                            {
                                "leftColumn": "城市--改名了",
                                "rightColumn": "城市"
                            }
                        ]
                    },
                    {
                        "leftKey": "id_1636447345184",
                        "rightKey": "id_1636447664441",
                        "joinType": "INNER",
                        "predicates": [
                            {
                                "leftColumn": "商品分类",
                                "rightColumn": "商品分类"
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                        ]
                    }
                ]
            }
        },
        {
            "id": "id_1636446213015",
            "name": "分组聚合",
            "type": "GROUP_BY",
            "sources": [
                "id_1636446121728"
            ],
            "position": {
                "x": 150,
                "y": 320
            },
            "zoneData": {
                "row": [
                    {
                        "editable": true,
                        "zoneId": "row",
                        "name": "城市",
                        "granularity": null,
                        "parentFdName": null,
                        "fdType": "STRING",
                        "fdId": "i1f14cab21d204ff2a38c754",
                        "removable": true,
                        "key": "MbkvqwauZy",
                        "metaType": "DIM"
                    },
                    {
                        "editable": true,
                        "zoneId": "row",
                        "name": "省份",
                        "granularity": null,
                        "parentFdName": null,
                        "fdType": "STRING",
                        "fdId": "m8b4521ee84b54ee19177c5b",
                        "removable": true,
                        "key": "WYaoSjjYdA",
                        "metaType": "DIM"
                    },
                    {
                        "editable": true,
                        "zoneId": "row",
                        "name": "区县",
                        "granularity": null,
                        "parentFdName": null,
                        "fdType": "STRING",
                        "fdId": "xe8e65b3e380248c2a335a49",
                        "removable": true,
                        "key": "AwuSOKbegi",
                        "metaType": "DIM"
                    },
                    {
                        "editable": true,
                        "zoneId": "row",
                        "name": "商品分类",
                        "granularity": null,
                        "parentFdName": null,
                        "fdType": "STRING",
                        "fdId": "v8e82a56e45c2462497937c8",
                        "removable": true,
                        "key": "XizGnFhygQ",
                        "metaType": "DIM"
                    },
                    {
                        "editable": true,
                        "zoneId": "row",
                        "name": "合并列",
                        "granularity": null,
                        "parentFdName": null,
                        "fdType": "STRING",
                        "removable": true,
                        "key": "vWYEFynVZf",
                        "metaType": "DIM"
                    }
                ],
                "metric": [
                    {
                        "editable": true,
                        "zoneId": "metric",
                        "aggrType": "SUM",
                        "name": "零售价",
                        "label": "",
                        "fdType": "DOUBLE",
                        "fdId": "o3f9005fd812c445cbd37427",
                        "removable": true,
                        "key": "hJecyggkUq",
                        "metaType": "METRIC"
                    },
                    {
                        "editable": true,
                        "zoneId": "metric",
                        "aggrType": "SUM",
                        "name": "订购数量",
                        "label": "",
                        "fdType": "LONG",
                        "fdId": "uf1e3f10c2b0442b689cfd1c",
                        "removable": true,
                        "key": "DjdstXekYU",
                        "metaType": "METRIC"
                    },
                    {
                        "editable": true,
                        "zoneId": "metric",
                        "aggrType": "SUM",
                        "name": "订购取上限",
                        "label": "",
                        "fdType": "DOUBLE",
                        "removable": true,
                        "key": "XgiDAntgFR",
                        "metaType": "METRIC"
                    }
                ]
            },
            "newDim": [],
            "newMetric": []
        },
        {
            "id": "id_1636447105689",
            "name": "筛选数据行",
            "type": "FILTER_ROWS",
            "sources": [
                "id_1636446767144"
            ],
            "position": {
                "x": 860,
                "y": 310
            },
            "conditions": [
                {
                    "name": "城市--改名了",
                    "filterType": "STARTSWITH",
                    "fdType": "STRING",
                    "filterValue": [
                        {
                            "v": "南阳市",
                            "type": "VALUE"
                        }
                    ]
                }
            ],
            "combineType": "OR"
        },
        {
            "id": "id_1636446380244",
            "name": "行转列",
            "type": "UNCOLLAPSE_COLUMNS",
            "sources": [
                "id_1636446331252"
            ],
            "position": {
                "x": 470,
                "y": 320
            },
            "column": "省份",
            "aggrColumn": "订购取上限",
            "aggrType": "NUL",
            "groupBy": [
                "城市--改名了",
                "省份",
                "区县",
                "商品分类",
                "合并列",
                "零售价",
                "订购数量",
                "订购取上限"
            ],
            "sameAsOld": true,
            "fields": [
                {
                    "targetName": "海南省",
                    "keyValue": "海南省",
                    "key": "JvOzNoFIdO"
                }
            ]
        },
        {
            "id": "id_1636448121368",
            "name": "qyj",
            "type": "OUTPUT_DATASET",
            "sources": [
                "id_1636447849440"
            ],
            "position": {
                "x": 720,
                "y": 700
            },
            "outputDsName": "qyj",
            "outputDsDesc": "",
            "parentDirId": "h1f1d5f35fa8c41f6a57d0ef",
            "dataSource": {
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        },
        {
            "id": "id_1636447282500",
            "name": "值替换",
            "type": "VALUE_MAPPER",
            "sources": [
                "id_1636447223497"
            ],
            "position": {
                "x": 1230,
                "y": 340
            },
            "column": "城市--改名了",
            "targetField": "新列值",
            "defaultValue": {
                "value": null,
                "fromColumn": "城市--改名了"
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            "mappings": [
                {
                    "from": "南阳市",
                    "to": "南阳"
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            ]
        },
        {
            "id": "id_1636446121728",
            "name": "合并列",
            "type": "COMBINE_COLUMNS",
            "sources": [
                "id_1636445667563"
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