Avro 架构问题 - 抛出空指针异常但数据有效

Question

这是我正在发送的数据的示例，但由于某种原因，我遇到了一个空指针异常，我试图剥离一些代码以使其更小，但我想也许我需要保留很多显示格式的模式以及什么是嵌套字段。已编辑为仅显示相关部分，因为不想在线宣传我的架构

{
    "eventType": "XXX",
    "correlationId": "XXX",
    "timestamp": XXX,
    "policy": {
        "policyNumber": "XXX",
        "policyId": "XXX",
        "customerNumber": "XXX",
        ......(lots more fields like this)
        "insuredsAndDrivers": [{
            ......(lots more fields )
            "driver": {
                "relationshipToInsuredCd": "IN",
                "driverTypeCd": "P",
                "occupationCd": null,
                "driverLicenses": [{
                    "licenseTypeCd": null,
                    "licenseDate": null,
                    "licenseStateProvCd": null,
                    "licensePermitNumber": null
                }]
            }
        }, {
            ......(lots more fields like this)
            },
            "driver": null
        }],
        "vehicles": [{
            .....(lots of single fields here)
            "coverages": {
                .....(lots of single fields here)
            }
        }],
        "customer": {
            "extensionFields": {
                "nif": "XXX"
            },
            "individualDetails": {
                ......(lots more fields like this)
            },
            "phones": [{
                "phoneNumber": "1234567890"
            }],
            "addresses": [{
                ......(lots more fields like this)
            }]
        },
        "previous_policy": null
    }
}

这是 Avro 架构，抱歉它太长了

{
    "type": "record",
    "namespace": "my.namespace",
    "name": "MyEvent",
    "fields": [
                    ....lots of fields here
                    {
                        "name": "insuredsAndDrivers",
                        "default": [],
                        "type": {
                            "type": "array",
                            "items": {
                                "name": "InsuredsAndDrivers_Record",
                                "default": "",
                                "type": "record",
                                "fields": [
                                     ......(lots more fields here),
                                    {
                                        "name": "driver",
                                        "type": {
                                            "name": "Driver",
                                            "default": "",
                                            "type": "record",
                                            "fields": [{
                                                    "name": "relationshipToInsuredCd",
                                                    "type": ["string", "null"],
                                                    "default": ""
                                                },
                                                {
                                                    "name": "driverTypeCd",
                                                    "type": ["string", "null"],
                                                    "default": ""
                                                },
                                                {
                                                    "name": "occupationCd",
                                                    "type": ["string", "null"],
                                                    "default": ""
                                                },
                                                {
                                                    "name": "driverLicenses",
                                                    "default": [],
                                                    "type": {
                                                        "type": "array",
                                                        "items": {
                                                            "name": "DiverLicenses_Record",
                                                            "default": "",
                                                            "type": "record",
                                                            "fields": [{
                                                                    "name": "licenseTypeCd",
                                                                    "type": ["string", "null"],
                                                                    "default": ""
                                                                },
                                                                {
                                                                    "name": "licenseDate",
                                                                    "type": ["string", "null"],
                                                                    "default": ""
                                                                },
                                                                {
                                                                    "name": "licenseStateProvCd",
                                                                    "type": ["string", "null"],
                                                                    "default": ""
                                                                },
                                                                {
                                                                    "name": "licensePermitNumber",
                                                                    "type": ["string", "null"],
                                                                    "default": ""
                                                                }
                                                            ]
                                                        }
                                                    }
                                                }
                                            ]
                                        }
                                    }
                                ]
                            }
                        }
                    }

               ...rest of schema not relevant

我遇到错误 Caused by: java.lang.NullPointerException: null of com.lm.gde.eventing.avro.Driver of com.lm.gde.eventing.avro.InsuredsAndDrivers_Record of array of com.lm.gde.eventing.avro.Policy of com.lm.gde.eventing.avro.EnrichedPolicyEvent

Answer 1

数组的第二个 "InsuredsAndDrivers_Record" 元素 "insuredsAndDrivers":

{
   "firstName": "XXX",
   "middleName": "Driver secondLastName",
   ...... (lots more fields here)
   "phones": [],
   "emails": [],
   "insured": {
       "primaryInsuredInd": "false"
   },
   "driver": null  <---- THIS
}

驱动程序字段为空，但架构将其定义为：

"name": "insuredsAndDrivers",
"default": [],
"type": {
    "type": "array",
    "items": { ... }
}

不可为空。您需要提供驱动程序或使数组的项目类型与 null 联合。