Процессор Nifi неправильно анализирует JSON

Question

Я использую EvaluateJsonPath для извлечения одного конкретного значения из JSON.Я использую следующее выражение JSONPath:

 $.data[?(@.containerType == 'SOURCE' && @.path == 'SOURCE_KYLO_DATALAKE')].id

Это документ JSON, для которого я вызываю JSONPath:

{"data":[{"id":"dc18bf87-c5a6-4600-9584-e79fb988b1d0","path":["@Rakesh.Prasad@diageo.com"],"tag":"0","type":"CONTAINER","containerType":"HOME"},{"id":"42e52055-4deb-4d5d-942f-4e1c4e48c35e","path":["BPM"],"tag":"3","type":"CONTAINER","containerType":"SPACE"},{"id":"49e3d118-e4f9-41ef-ad97-6b2745c75c4f","path":["DATABRICKS_USAGE_REPORT"],"tag":"0","type":"CONTAINER","containerType":"SPACE"},{"id":"613f52e9-64df-4c9c-b083-c282f349eb4e","path":["LIGHTHOUSE"],"tag":"3","type":"CONTAINER","containerType":"SPACE"},{"id":"f57bcd83-4d0e-481e-b880-0fb8b20798a1","path":["MDM"],"tag":"2","type":"CONTAINER","containerType":"SPACE"},{"id":"745cd2d5-7303-4c0a-9cab-f5205b9eec90","path":["NIELSEN"],"tag":"2","type":"CONTAINER","containerType":"SPACE"},{"id":"b40da338-c429-4bb3-b2ef-51295a143fc8","path":["PowerBI"],"tag":"0","type":"CONTAINER","containerType":"SPACE"},{"id":"dffd025c-b0f0-4b9b-9060-da4aa54204d1","path":["REFERENCE_DATA"],"tag":"1","type":"CONTAINER","containerType":"SPACE"},{"id":"14f9759a-2059-4728-acad-fe01f129f148","path":["SAP_ODP_MASTERDATA"],"tag":"1","type":"CONTAINER","containerType":"SPACE"},{"id":"063bb5e8-041a-4f69-98a3-d2509d5e89d0","path":["TRAX"],"tag":"1","type":"CONTAINER","containerType":"SPACE"},{"id":"9c737147-6632-4328-bf10-ba4959a2806f","path":["TRAX_API"],"tag":"0","type":"CONTAINER","containerType":"SPACE"},{"id":"99167858-17ca-406f-b887-62af3d0da68a","path":["DEPLETION"],"tag":"1","type":"CONTAINER","containerType":"SPACE"},{"id":"52f17de1-a66e-4f08-9077-04acf3914663","path":["SOURCE_ADLS_NIELSEN_PROD"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"bea0de9c-b579-46bd-89ff-4b9497c3910e","path":["SOURCE_KYLO_DATALAKE"],"tag":"5","type":"CONTAINER","containerType":"SOURCE"},{"id":"20985e83-cd31-469e-9a17-1e586bccfb27","path":["SOURCE_LIGHTHOUSE_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"47406901-c9ce-4fce-b0ab-37b07338949b","path":["SOURCE_MDM_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"f1feff7d-8ada-46bb-a5fe-0283a2c746b3","path":["SOURCE_MDS_UAT"],"tag":"0","type":"CONTAINER","containerType":"SOURCE"},{"id":"48a5d1b6-8d32-449d-a317-d242f2394e71","path":["SOURCE_NIELSEN_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"32eaeeb5-60d5-4d87-a983-1e71e3543920","path":["SOURCE_PROD_BPM"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"f4af00a5-a536-4272-93cb-891ec13ef8e4","path":["SOURCE_SAP_MDS_STAGING"],"tag":"3","type":"CONTAINER","containerType":"SOURCE"},{"id":"7250d605-75a9-4ef2-a01b-55c2bcb44dd9","path":["SOURCE_TRAX_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"38a8293e-72f4-42c2-be66-667b21a1ac55","path":["SOURCE_KYLO_HIVE2"],"tag":"10","type":"CONTAINER","containerType":"SOURCE"},{"id":"95cb9f2f-3421-451a-8635-bb8487dc1872","path":["dwlprd1"],"tag":"7","type":"CONTAINER","containerType":"SOURCE"},{"id":"ac9334e4-daf2-4c6f-92f1-0452440fb737","path":["dwlprd2"],"tag":"5","type":"CONTAINER","containerType":"SOURCE"},{"id":"c27af9bd-075b-4fb8-bcd4-8450f26ff7f9","path":["SOURCE_ADLS_NIELSEN_DEPLETION_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"}]}

Когда я использую конфигурацию (этот конкретный запрос JSONPath)сверху, на инструменте онлайн-тестирования JSONPath (см. прикрепленное изображение), я получаю ожидаемый результат.Но почему-то nifi возвращает пустой массив.

Шаблон:

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FlowFiles</key><value>false</value></entry><entry><key>generate-ff-custom-text</key><value>{"data":[{"id":"dc18bf87-c5a6-4600-9584-e79fb988b1d0","path":["@Rakesh.Prasad@diageo.com"],"tag":"0","type":"CONTAINER","containerType":"HOME"},{"id":"42e52055-4deb-4d5d-942f-4e1c4e48c35e","path":["BPM"],"tag":"3","type":"CONTAINER","containerType":"SPACE"},{"id":"49e3d118-e4f9-41ef-ad97-6b2745c75c4f","path":["DATABRICKS_USAGE_REPORT"],"tag":"0","type":"CONTAINER","containerType":"SPACE"},{"id":"613f52e9-64df-4c9c-b083-c282f349eb4e","path":["LIGHTHOUSE"],"tag":"3","type":"CONTAINER","containerType":"SPACE"},{"id":"f57bcd83-4d0e-481e-b880-0fb8b20798a1","path":["MDM"],"tag":"2","type":"CONTAINER","containerType":"SPACE"},{"id":"745cd2d5-7303-4c0a-9cab-f5205b9eec90","path":["NIELSEN"],"tag":"2","type":"CONTAINER","containerType":"SPACE"},{"id":"b40da338-c429-4bb3-b2ef-51295a143fc8","path":["PowerBI"],"tag":"0","type":"CONTAINER","containerType":"SPACE"},{"id":"dffd025c-b0f0-4b9b-9060-da4aa54204d1","path":["REFERENCE_DATA"],"tag":"1","type":"CONTAINER","containerType":"SPACE"},{"id":"14f9759a-2059-4728-acad-fe01f129f148","path":["SAP_ODP_MASTERDATA"],"tag":"1","type":"CONTAINER","containerType":"SPACE"},{"id":"063bb5e8-041a-4f69-98a3-d2509d5e89d0","path":["TRAX"],"tag":"1","type":"CONTAINER","containerType":"SPACE"},{"id":"9c737147-6632-4328-bf10-ba4959a2806f","path":["TRAX_API"],"tag":"0","type":"CONTAINER","containerType":"SPACE"},{"id":"99167858-17ca-406f-b887-62af3d0da68a","path":["DEPLETION"],"tag":"1","type":"CONTAINER","containerType":"SPACE"},{"id":"52f17de1-a66e-4f08-9077-04acf3914663","path":["SOURCE_ADLS_NIELSEN_PROD"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"bea0de9c-b579-46bd-89ff-4b9497c3910e","path":["SOURCE_KYLO_DATALAKE"],"tag":"5","type":"CONTAINER","containerType":"SOURCE"},{"id":"20985e83-cd31-469e-9a17-1e586bccfb27","path":["SOURCE_LIGHTHOUSE_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"47406901-c9ce-4fce-b0ab-37b07338949b","path":["SOURCE_MDM_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"f1feff7d-8ada-46bb-a5fe-0283a2c746b3","path":["SOURCE_MDS_UAT"],"tag":"0","type":"CONTAINER","containerType":"SOURCE"},{"id":"48a5d1b6-8d32-449d-a317-d242f2394e71","path":["SOURCE_NIELSEN_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"32eaeeb5-60d5-4d87-a983-1e71e3543920","path":["SOURCE_PROD_BPM"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"f4af00a5-a536-4272-93cb-891ec13ef8e4","path":["SOURCE_SAP_MDS_STAGING"],"tag":"3","type":"CONTAINER","containerType":"SOURCE"},{"id":"7250d605-75a9-4ef2-a01b-55c2bcb44dd9","path":["SOURCE_TRAX_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"},{"id":"38a8293e-72f4-42c2-be66-667b21a1ac55","path":["SOURCE_KYLO_HIVE2"],"tag":"10","type":"CONTAINER","containerType":"SOURCE"},{"id":"95cb9f2f-3421-451a-8635-bb8487dc1872","path":["dwlprd1"],"tag":"7","type":"CONTAINER","containerType":"SOURCE"},{"id":"ac9334e4-daf2-4c6f-92f1-0452440fb737","path":["dwlprd2"],"tag":"5","type":"CONTAINER","containerType":"SOURCE"},{"id":"c27af9bd-075b-4fb8-bcd4-8450f26ff7f9","path":["SOURCE_ADLS_NIELSEN_DEPLETION_UAT"],"tag":"1","type":"CONTAINER","containerType":"SOURCE"}]}</value></entry><entry><key>character-set</key><value>UTF-8</value></entry></properties><runDurationMillis>0</runDurationMillis><schedulingPeriod>1 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Answer 1

Поскольку вы ищете значение в массиве path , заключите SOURCE_KYLO_DATALAKE в [](array), тогда процессор будет выдавать только совпадающее значение id в качестве выходного содержимого.

Изменить Eval JsonPathзначение свойства, как показано ниже

набор данных

$.data[?(@.containerType == 'SOURCE' && @.path == ['SOURCE_KYLO_DATALAKE'])].id

Конфиги:

Содержимое выходного потока:

["bea0de9c-b579-46bd-89ff-4b9497c3910e"]

ОБНОВЛЕНИЕ:

Я использовал NiFi-1.7.1, и выражение EvaluateJson отлично работает в этой версии.

Однако, если вы используете другие версии NiFi,

1.Если у вас есть only one element в массиве, используйте выражение ниже в вашем процессоре EvaluateJsonPath.

набор данных

$.data[?(@.containerType == 'SOURCE'  && @.path[0] == 'SOURCE_KYLO_DATALAKE')].id

2.Если у вас в массиве более одного элемента, то

Flow:

Описание потока:

1. SplitJson

• доразбить массив данных на отдельные сообщения
• настроить JsonPathExpression на $.data

2. EvaluateJsonPath

• Чтобы извлечь необходимый контент и сохранить в качестве атрибута дляфайл потока Теперь у нас есть значения id, containerType, path в качестве атрибутов файла потока

3. RouteOnAttribute:

• в этом процессоре мы проверяем значения атрибутов, используя язык выражений NiFi

• Добавить новое свойство как

  обязательно

  ${containerType:equals("SOURCE"):and(${anyDelineatedValue("${path:replace('[',''):replace(']','')}",","):equals('"SOURCE_KYLO_DATALAKE"')})}

Подайте необходимое отношение к процессору ReplaceText

4. ReplaceText

• Теперь мы заменяем значения идентификаторов насодержимое потокового файла

Теперь мы будем иметь значение id в вашем выходном содержимом потокового файла из процессора ReplaceText.

Если возможно, обновите версию NiFi до 1.7.1 , тогда вам не нужно делать все эти обходные пути:)