文档 Journey Orchestration Journey Orchestration

查询示例 query-examples

Last update: Wed Jul 17 2024 00:00:00 GMT+0000 (Coordinated Universal Time)

主题：
历程

创建对象：

中级
用户

本节列出了在数据湖中查询历程步骤事件的几个常用示例。

确保在查询中使用的字段在相应架构中具有关联值。

跟踪数据集用例 tracking-datasets

以下是跟踪数据集和相关用例的列表：

电子邮件跟踪体验事件数据集 (cjm_email_tracking_experience_event_dataset)

用于从Journey Optimizer中摄取电子邮件跟踪体验事件的系统数据集。

相关架构是CJM电子邮件跟踪体验事件架构。

报告用例

select
    _experience.customerJourneyManagement.messageInteraction.interactionType AS interactionType,
    count(1) eventCount
from cjm_email_tracking_experience_event_dataset
where
     _experience.customerJourneyManagement.messageExecution.messageExecutionID IN ('UMA-30647505')
group by
    _experience.customerJourneyManagement.messageInteraction.interactionType


select
    _experience.customerJourneyManagement.messageExecution.messageExecutionID AS messageExecutionID,
    _experience.customerJourneyManagement.messageInteraction.interactionType AS interactionType,
    count(1) eventCount
from cjm_email_tracking_experience_event_dataset
where
     _experience.customerJourneyManagement.messageExecution.journeyVersionID IN ('0e86ac62-c315-48cc-ab4f-3f8b741ae667')
group by
    _experience.customerJourneyManagement.messageExecution.messageExecutionID,
    _experience.customerJourneyManagement.messageInteraction.interactionType
order by
    _experience.customerJourneyManagement.messageExecution.messageExecutionID,
    _experience.customerJourneyManagement.messageInteraction.interactionType
limit 100;

消息反馈事件数据集 (cjm_message_feedback_event_dataset)

用于从Journey Optimizer中摄取电子邮件和推送应用程序反馈事件的数据集。

相关架构是CJM消息反馈事件架构。

报告用例

select
    _experience.customerJourneyManagement.messageDeliveryfeedback.feedbackStatus AS feedbackStatus,
    count(1) eventCount
from cjm_message_feedback_event_dataset
where
     _experience.customerJourneyManagement.messageExecution.messageExecutionID IN ('UMA-30647505')
group by
    _experience.customerJourneyManagement.messageDeliveryfeedback.feedbackStatus;


select
    _experience.customerJourneyManagement.messageExecution.messageExecutionID AS messageExecutionID,
    _experience.customerJourneyManagement.messageDeliveryfeedback.feedbackStatus AS feedbackStatus,
    count(1) eventCount
from cjm_message_feedback_event_dataset
where
     _experience.customerJourneyManagement.messageExecution.journeyVersionID IN ('0e86ac62-c315-48cc-ab4f-3f8b741ae667')
group by
    _experience.customerJourneyManagement.messageExecution.messageExecutionID,
    _experience.customerJourneyManagement.messageDeliveryfeedback.feedbackStatus
order by
    _experience.customerJourneyManagement.messageExecution.messageExecutionID,
    _experience.customerJourneyManagement.messageDeliveryfeedback.feedbackStatus
limit 100;

推送跟踪体验事件数据集 (cjm_push_tracking_experience_event_dataset)

用于从Journey Optimizer中提取推送和应用程序内渠道的移动跟踪体验事件的数据集。

相关架构是CJM推送跟踪体验事件架构。

报告用例

select _experience.customerJourneyManagement.pushChannelContext.platform, sum(pushNotificationTracking.customAction.value)  from cjm_push_tracking_experience_event_dataset
group by _experience.customerJourneyManagement.pushChannelContext.platform

select  _experience.customerJourneyManagement.pushChannelContext.platform, SUM (_experience.customerJourneyManagement.messageInteraction.offers.offerCount) from cjm_email_tracking_experience_event_dataset
  group by _experience.customerJourneyManagement.pushChannelContext.platform

历程步骤事件 (journey_step_events)

用于在历程中为用户摄取步骤事件的数据集。

相关架构是用于Journey Orchestration的历程步骤事件架构。

报告用例

select
    _experience.journeyOrchestration.stepEvents.actionName AS actionLabel,
    count(1) actionSuccessCount
from journey_step_events
where
     _experience.journeyOrchestration.stepEvents.journeyVersionID IN ('0e86ac62-c315-48cc-ab4f-3f8b741ae667')
     AND _experience.journeyOrchestration.stepEvents.actionID IS NOT NULL
     AND _experience.journeyOrchestration.stepEvents.actionType IS NOT NULL
     AND _experience.journeyOrchestration.stepEvents.actionExecutionErrorCode IS NULL
group by
    _experience.journeyOrchestration.stepEvents.actionName;


select
    _experience.journeyOrchestration.stepEvents.nodeID AS nodeID,
    _experience.journeyOrchestration.stepEvents.nodeName AS nodeLabel,
    count(1) stepEnteredCount
from journey_step_events
where
     _experience.journeyOrchestration.stepEvents.journeyVersionID IN ('0e86ac62-c315-48cc-ab4f-3f8b741ae667')
     AND _experience.journeyOrchestration.stepEvents.journeyNodeProcessed = TRUE
     AND _experience.journeyOrchestration.stepEvents.eventID IS DISTINCT FROM 'createInstance'
group by
    _experience.journeyOrchestration.stepEvents.nodeID,
    _experience.journeyOrchestration.stepEvents.nodeName;

消息/操作错误 message-action-errors

历程中遇到的每个错误的列表

此查询允许您列出执行消息/操作时在历程中遇到的每个错误。

数据湖查询

SELECT _experience.journeyOrchestration.stepEvents.actionExecutionError, count(distinct _id) FROM journey_step_events
WHERE _experience.journeyOrchestration.stepEvents.nodeName=<'message-name'>
AND _experience.journeyOrchestration.stepEvents.actionExecutionError IS NOT NULL
AND _experience.journeyOrchestration.stepEvents.journeyVersionID = '<journey-version-id>'
GROUP BY _experience.journeyOrchestration.stepEvents.actionExecutionError

示例

SELECT _experience.journeyOrchestration.stepEvents.actionExecutionError, count(distinct _id) FROM journey_step_events
WHERE _experience.journeyOrchestration.stepEvents.nodeName='Message - 100KB Email with Gateway and Kafkav2'
AND _experience.journeyOrchestration.stepEvents.actionExecutionError IS NOT NULL
AND _experience.journeyOrchestration.stepEvents.journeyVersionID = '67b14482-143e-4f83-9cf5-cfec0fca3d26'
GROUP BY _experience.journeyOrchestration.stepEvents.actionExecutionError

此查询返回在历程中执行操作时发生的所有不同错误以及发生次数。

基于用户档案的查询 profile-based-queries

查找配置文件是否输入了特定历程

数据湖查询

SELECT count(distinct _id) FROM journey_step_events
where
_experience.journeyOrchestration.stepEvents.journeyVersionID = '<journey-version-id>' AND
_experience.journeyOrchestration.stepEvents.profileID = '<profileID corresponding to the namespace used>'

示例

SELECT count(distinct _id) FROM journey_step_events
where
_experience.journeyOrchestration.stepEvents.journeyVersionID = 'ec9efdd0-8a7c-4d7a-a765-b2cad659fa4e' AND
_experience.journeyOrchestration.stepEvents.profileID = 'saurgarg@adobe.com'

结果应大于0。此查询返回用户档案进入历程的确切次数。

查找配置文件是否发送了特定消息

方法1：如果消息的名称在历程中不是唯一的（会在多个位置使用）。

数据湖查询

SELECT count(distinct _id) FROM journey_step_events WHERE
_experience.journeyOrchestration.stepEvents.nodeID='<NodeId in the UI corresponding to the message>' AND
_experience.journeyOrchestration.stepEvents.actionExecutionError IS NULL AND
_experience.journeyOrchestration.stepEvents.journeyVersionID = '<journey-version-id>' AND
_experience.journeyOrchestration.stepEvents.profileID = '<profileID corresponding to the namespace used>'

示例

SELECT count(distinct _id) FROM journey_step_events WHERE
_experience.journeyOrchestration.stepEvents.nodeID='17ae65a1-02dd-439d-b54e-b56a78520eba' AND
_experience.journeyOrchestration.stepEvents.actionExecutionError IS NULL AND
_experience.journeyOrchestration.stepEvents.journeyVersionID = '67b14482-143e-4f83-9cf5-cfec0fca3d26' AND
_experience.journeyOrchestration.stepEvents.profileID = 'saurgarg@adobe.com'

结果应大于0。此查询仅告诉我们是否已在历程端成功执行消息操作。

方法2：如果消息的名称在历程中是唯一的。

数据湖查询

SELECT count(distinct _id) FROM journey_step_events WHERE
_experience.journeyOrchestration.stepEvents.nodeName='<NodeName in the UI corresponding to the message>' AND
_experience.journeyOrchestration.stepEvents.actionExecutionError IS NULL AND
_experience.journeyOrchestration.stepEvents.journeyVersionID = '<journey-version-id>' AND
_experience.journeyOrchestration.stepEvents.profileID = '<profileID corresponding to the namespace used>'

示例

SELECT count(distinct _id) FROM journey_step_events WHERE
_experience.journeyOrchestration.stepEvents.nodeID='Message- 100KB Email' AND
_experience.journeyOrchestration.stepEvents.actionExecutionError IS NULL AND
_experience.journeyOrchestration.stepEvents.journeyVersionID = '67b14482-143e-4f83-9cf5-cfec0fca3d26' AND
_experience.journeyOrchestration.stepEvents.profileID = 'saurgarg@adobe.com'

查询会返回所有消息的列表，以及为所选用户档案调用的消息计数。

查找用户档案在过去30天内收到的所有邮件

数据湖查询

SELECT _experience.journeyOrchestration.stepEvents.nodeName, count(distinct _id) FROM journey_step_events
WHERE  _experience.journeyOrchestration.stepEvents.actionExecutionError IS NULL AND
_experience.journeyOrchestration.stepEvents.nodeType = 'action' AND
_experience.journeyOrchestration.stepEvents.profileID = '<profileID corresponding to the namespace used>' AND
timestamp > (now() - interval '30' day)
GROUP BY _experience.journeyOrchestration.stepEvents.nodeName

示例

SELECT _experience.journeyOrchestration.stepEvents.nodeName, count(distinct _id) FROM journey_step_events
WHERE  _experience.journeyOrchestration.stepEvents.actionExecutionError IS NULL AND
_experience.journeyOrchestration.stepEvents.nodeType = 'action' AND
_experience.journeyOrchestration.stepEvents.profileID = 'saurgarg@adobe.com' AND
timestamp > (now() - interval '30' day)
GROUP BY _experience.journeyOrchestration.stepEvents.nodeName

查询会返回所有消息的列表，以及为所选用户档案调用的消息计数。

查找用户档案在过去30天内输入的所有历程

数据湖查询

SELECT _experience.journeyOrchestration.stepEvents.journeyVersionName, count(distinct _id) FROM journey_step_events
WHERE  _experience.journeyOrchestration.stepEvents.nodeType = 'start' AND
_experience.journeyOrchestration.stepEvents.profileID = '<profileID corresponding to the namespace used>' AND
timestamp > (now() - interval '30' day)
GROUP BY _experience.journeyOrchestration.stepEvents.journeyVersionName

示例

SELECT _experience.journeyOrchestration.stepEvents.journeyVersionName, count(distinct _id) FROM journey_step_events
WHERE  _experience.journeyOrchestration.stepEvents.nodeType = 'start' AND
_experience.journeyOrchestration.stepEvents.profileID = 'saurgarg@adobe.com' AND
timestamp > (now() - interval '30' day)
GROUP BY _experience.journeyOrchestration.stepEvents.journeyVersionName

查询会返回所有历程名称的列表，以及被查询的用户档案进入历程的次数。

每天符合历程条件的用户档案数

数据湖查询

SELECT DATE(timestamp), count(distinct _experience.journeyOrchestration.stepEvents.profileID) FROM journey_step_events
WHERE DATE(timestamp) > (now() - interval '<last x days>' day)
AND _experience.journeyOrchestration.stepEvents.journeyVersionID = '<journey-version-id>'
GROUP BY DATE(timestamp)
ORDER BY DATE(timestamp) desc

示例

SELECT DATE(timestamp), count(distinct _experience.journeyOrchestration.stepEvents.profileID) FROM journey_step_events
WHERE DATE(timestamp) > (now() - interval '100' day)
AND _experience.journeyOrchestration.stepEvents.journeyVersionID = '180ad071-d42d-42bb-8724-2a6ff0a109f1'
GROUP BY DATE(timestamp)
ORDER BY DATE(timestamp) desc

在定义的期间内，查询将返回每天进入历程的用户档案数。如果通过多个身份输入用户档案，则将被计算两次。如果启用了重新进入，并且用户档案计数可能在不同日期重复（如果在不同的日期重新进入历程）。

与读取区段相关的查询 read-segment-queries

完成区段导出作业所用的时间

数据湖查询

select DATEDIFF (minute,
              (select timestamp
                where
_experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.status = 'queued') ,
              (select timestamp
                where
_experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.status = 'finished')) AS export_job_runtime;

示例

select DATEDIFF (minute,
              (select timestamp
                where
_experience.journeyOrchestration.journey.versionID = '180ad071-d42d-42bb-8724-2a6ff0a109f1' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.status = 'queued') ,
              (select timestamp
                where
_experience.journeyOrchestration.journey.versionID = '180ad071-d42d-42bb-8724-2a6ff0a109f1' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.status = 'finished')) AS export_job_runtime;

查询将返回区段导出作业排队时间和最终结束时间之间的时间差（以分钟为单位）。

历程丢弃的重复用户档案数

数据湖查询

SELECT count(distinct _experience.journeyOrchestration.profile.ID) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_DUPLICATION'

示例

SELECT count(distinct _experience.journeyOrchestration.profile.ID) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '180ad071-d42d-42bb-8724-2a6ff0a109f1' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_DUPLICATION'

查询返回历程丢弃的所有用户档案ID，因为这些用户档案ID是重复的。

由于命名空间无效而被历程丢弃的用户档案数

数据湖查询

SELECT count(*) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_BAD_NAMESPACE'

示例

SELECT count(*) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '180ad071-d42d-42bb-8724-2a6ff0a109f1' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_BAD_NAMESPACE'

该查询返回历程丢弃的所有用户档案ID，原因是它们具有无效的命名空间或没有该命名空间的身份。

由于没有标识映射而被历程丢弃的配置文件数

数据湖查询

SELECT count(*) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_NO_IDENTITY_MAP'

示例

SELECT count(*) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '180ad071-d42d-42bb-8724-2a6ff0a109f1' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_NO_IDENTITY_MAP'

查询返回历程丢弃的所有用户档案ID，因为缺少身份映射。

由于历程在测试节点中并且配置文件不是测试配置文件，因此历程丢弃的配置文件数

数据湖查询

SELECT count(distinct _experience.journeyOrchestration.profile.ID) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_NOT_A_TEST_PROFILE'

示例

SELECT count(distinct _experience.journeyOrchestration.profile.ID) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '180ad071-d42d-42bb-8724-2a6ff0a109f1' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_NOT_A_TEST_PROFILE'

查询返回旅程丢弃的所有配置文件ID，因为导出作业在测试模式下运行，但配置文件的testProfile属性未设置为true。

由于内部错误而被历程丢弃的用户档案数

数据湖查询

SELECT count(distinct _experience.journeyOrchestration.profile.ID) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_INTERNAL'

示例

SELECT count(distinct _experience.journeyOrchestration.profile.ID) FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '180ad071-d42d-42bb-8724-2a6ff0a109f1' AND
_experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode = 'ERROR_INSTANCE_INTERNAL'

查询返回由于某些内部错误而被历程丢弃的所有用户档案ID。

给定历程版本 的读取区段概述

数据湖查询

SELECT
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode           AS EVENT_CODE,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportSegmentID     AS SEGMENT_ID,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.ID                  AS EXPORTJOB_ID,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.status              AS EXPORTJOB_STATUS,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountTotal    AS TOTAL_EXPORTED_PROFILES_COUNT,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountRealized AS SUCCESS_EXPORTED_PROFILES_COUNT,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountFailed   AS FAILED_EXPORTED_PROFILES_COUNT
FROM
    journey_step_events
WHERE
    _experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventType = 'segmenttrigger-orchestrator'

它将返回与给定历程版本相关的所有服务事件。我们可以遵循操作链：

主题创建
导出作业创建
导出作业终止（使用导出用户档案上的量度）
工作人员处理终止

我们还可以检测以下问题：

创建主题或导出作业时出错（包括区段导出API调用超时）
导出作业可能卡住（对于给定的历程版本，我们没有任何有关导出作业终止的事件）
工作人员问题，如果我们收到了导出作业终止事件，但没有工作人员处理终止事件

重要信息：如果此查询未返回任何事件，则可能是由于以下原因之一造成的：

历程版本尚未达到计划
如果历程版本应该通过调用orchestrator触发导出作业，则上行流出现问题：历程部署问题、业务事件或调度程序问题。

获取给定历程版本 的读取区段错误

数据湖查询

SELECT
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode           AS EVENT_CODE,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportSegmentID     AS SEGMENT_ID,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.ID                  AS EXPORTJOB_ID,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.status              AS EXPORTJOB_STATUS,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountTotal    AS TOTAL_EXPORTED_PROFILES_COUNT,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountRealized AS SUCCESS_EXPORTED_PROFILES_COUNT,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountFailed   AS FAILED_EXPORTED_PROFILES_COUNT
FROM
    journey_step_events
WHERE
    _experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventType = 'segmenttrigger-orchestrator' AND
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode IN (
        'ERROR_TOPIC_CREATION',
        'ERROR_EXPORTJOB_APICALL',
        'ERROR_EXPORTJOB_APICALL_TIMEOUT',
        'ERROR_EXPORTJOB_FAILED'
    )

获取导出作业处理状态

数据湖查询

SELECT
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode           AS EVENT_CODE,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportSegmentID     AS SEGMENT_ID,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.ID                  AS EXPORTJOB_ID,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.status              AS EXPORTJOB_STATUS,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountTotal    AS TOTAL_EXPORTED_PROFILES_COUNT,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountRealized AS SUCCESS_EXPORTED_PROFILES_COUNT,
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountFailed   AS FAILED_EXPORTED_PROFILES_COUNT
FROM
    journey_step_events
WHERE
    _experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventType = 'segmenttrigger-orchestrator' AND
    _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode IN (
        'INFO_EXPORTJOB_SUCCEEDED',
        'ERROR_EXPORTJOB_FAILED'
    )

如果未返回任何记录，则意味着：

创建主题或导出作业期间出错
导出作业仍在运行

获取导出配置文件的量度，包括每个导出作业的放弃和导出作业量度

数据湖查询

WITH

DISCARDED_EXPORTED_PROFILES AS (

    SELECT
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.ID AS EXPORTJOB_ID,
        count(distinct _experience.journeyOrchestration.profile.ID) AS DISCARDED_PROFILES_COUNT
    FROM
        journey_step_events
    WHERE
        _experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode IN (
            'ERROR_INSTANCE_DUPLICATION',
            'ERROR_INSTANCE_BAD_NAMESPACE',
            'ERROR_INSTANCE_NO_IDENTITY_MAP',
            'ERROR_INSTANCE_NOT_A_TEST_PROFILE',
            'ERROR_INSTANCE_INTERNAL'
        )
    GROUP BY
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.ID

),

SEGMENT_EXPORT_METRICS AS (

    SELECT
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.ID AS EXPORTJOB_ID,
        sum(_experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountTotal) AS TOTAL_EXPORTED_PROFILES_COUNT,
        sum(_experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountRealized) AS SUCCESS_EXPORTED_PROFILES_COUNT,
        sum(_experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountFailed) AS FAILED_EXPORTED_PROFILES_COUNT
    FROM
        journey_step_events
    WHERE
        _experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventType = 'segmenttrigger-orchestrator' AND
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode IN (
            'INFO_EXPORTJOB_SUCCEEDED',
            'ERROR_EXPORTJOB_FAILED'
        )
    GROUP BY
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.ID

)

SELECT
    sum(T2.TOTAL_EXPORTED_PROFILES_COUNT),
    sum(T2.SUCCESS_EXPORTED_PROFILES_COUNT),
    sum(T2.FAILED_EXPORTED_PROFILES_COUNT),
    sum(T1.DISCARDED_PROFILES_COUNT)
FROM
    DISCARDED_EXPORTED_PROFILES AS T1,
    SEGMENT_EXPORT_METRICS AS T2
WHERE T1.EXPORTJOB_ID = T2.EXPORTJOB_ID

获取所有导出作业的汇总量度（区段导出作业和放弃）

数据湖查询

WITH

DISCARDED_EXPORTED_PROFILES AS (

    SELECT
        _experience.journeyOrchestration.journey.versionID AS JOURNEYVERSION_ID,
        count(distinct _experience.journeyOrchestration.profile.ID) AS DISCARDED_PROFILES_COUNT
    FROM
        journey_step_events
    WHERE
        _experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode IN (
            'ERROR_INSTANCE_DUPLICATION',
            'ERROR_INSTANCE_BAD_NAMESPACE',
            'ERROR_INSTANCE_NO_IDENTITY_MAP',
            'ERROR_INSTANCE_NOT_A_TEST_PROFILE',
            'ERROR_INSTANCE_INTERNAL'
        )
    GROUP BY
        _experience.journeyOrchestration.journey.versionID
),

SEGMENT_EXPORT_METRICS AS (

    SELECT
        _experience.journeyOrchestration.journey.versionID AS JOURNEYVERSION_ID,
        sum(_experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountTotal) AS TOTAL_EXPORTED_PROFILES_COUNT,
        sum(_experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountRealized) AS SUCCESS_EXPORTED_PROFILES_COUNT,
        sum(_experience.journeyOrchestration.serviceEvents.segmentExportJob.exportCountFailed) AS FAILED_EXPORTED_PROFILES_COUNT
    FROM
        journey_step_events
    WHERE
        _experience.journeyOrchestration.journey.versionID = '<journey-version-id>' AND
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventType = 'segmenttrigger-orchestrator' AND
        _experience.journeyOrchestration.serviceEvents.segmentExportJob.eventCode IN (
            'INFO_EXPORTJOB_SUCCEEDED',
            'ERROR_EXPORTJOB_FAILED'
        )
    GROUP BY
          _experience.journeyOrchestration.journey.versionID

)

SELECT
    sum(T2.TOTAL_EXPORTED_PROFILES_COUNT),
    sum(T2.SUCCESS_EXPORTED_PROFILES_COUNT),
    sum(T2.FAILED_EXPORTED_PROFILES_COUNT),
    sum(T1.DISCARDED_PROFILES_COUNT)
FROM
    DISCARDED_EXPORTED_PROFILES AS T1,
    SEGMENT_EXPORT_METRICS AS T2
WHERE T1.JOURNEYVERSION_ID = T2.JOURNEYVERSION_ID

此查询与上一个查询不同。

它会返回给定历程版本的整体量度，而不考虑可以为其运行的作业（在重复历程的情况下，业务事件会触发利用主题重用的事件）。

与区段资格相关的查询 segment-qualification-queries

由于区段实现与配置的区段实现不同，已放弃配置文件

数据湖查询

SELECT DATE(timestamp),  _experience.journeyOrchestration.profile.ID
FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = '<journey-version id>' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventType = 'ERROR_SEGMENT_REALISATION_CONDITION_MISMATCH'

示例

SELECT DATE(timestamp),  _experience.journeyOrchestration.profile.ID
FROM journey_step_events
where
_experience.journeyOrchestration.journey.versionID = 'a868f3c9-4888-46ac-a274-94cdf1c4159d' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventType = 'ERROR_SEGMENT_REALISATION_CONDITION_MISMATCH'

此查询返回由于区段实现错误而被历程版本丢弃的所有用户档案ID。

由于特定配置文件的任何其他原因而放弃的区段资格事件

数据湖查询

SELECT DATE(timestamp),  _experience.journeyOrchestration.profile.ID, _experience.journeyOrchestration.serviceEvents.dispatcher.projectionID
FROM journey_step_events
where
_experience.journeyOrchestration.profile.ID = '<profile-id>' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventCode = 'discard' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventType = 'ERROR_SERVICE_INTERNAL';

示例

SELECT DATE(timestamp),  _experience.journeyOrchestration.profile.ID, _experience.journeyOrchestration.serviceEvents.dispatcher.projectionID
FROM journey_step_events
where
_experience.journeyOrchestration.profile.ID = 'mandee@adobe.com' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventCode = 'discard' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventType = 'ERROR_SERVICE_INTERNAL';

此查询返回由于用户档案的任何其他原因而被放弃的所有事件（外部事件/区段资格事件）。

基于事件的查询 event-based-queries

检查是否收到历程的业务事件

数据湖查询

SELECT DATE(timestamp), count(distinct _id)
FROM journey_step_events
where
_experience.journeyOrchestration.stepEvents.journeyVersionID = '<journey-version-id>' AND
_experience.journeyOrchestration.stepEvents.nodeName = '<node-name-corresponding-to-business-event>' AND
_experience.journeyOrchestration.stepEvents.nodeType = 'start' AND
WHERE DATE(timestamp) > (now() - interval '<last x hours>' hour)

示例

SELECT DATE(timestamp), count(distinct _id)
FROM journey_step_events
where
_experience.journeyOrchestration.stepEvents.journeyVersionID = 'b1093bd4-11f3-44cc-961e-33925cc58e18' AND
_experience.journeyOrchestration.stepEvents.nodeName = 'TEST_MLTrainingSession' AND
_experience.journeyOrchestration.stepEvents.nodeType = 'start' AND
WHERE DATE(timestamp) > (now() - interval '6' hour)

检查是否因为未找到相关历程而丢弃了配置文件的外部事件

数据湖查询

SELECT _experience.journeyOrchestration.profile.ID, DATE(timestamp) FROM journey_step_events
where
_experience.journeyOrchestration.serviceEvents.dispatcher.eventID = '<eventId>' AND
_experience.journeyOrchestration.profile.ID = '<profileId>' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventCode = 'discard' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventType = 'EVENT_WITH_NO_JOURNEY'

示例

SELECT _experience.journeyOrchestration.profile.ID, DATE(timestamp) FROM journey_step_events
where
_experience.journeyOrchestration.serviceEvents.dispatcher.eventID = '515bff852185e434ca5c83bcfc4f24626b1545ca615659fc4cfff91626ce61a6' AND
_experience.journeyOrchestration.profile.ID = 'mandee@adobe.com' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventCode = 'discard' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventType = 'EVENT_WITH_NO_JOURNEY'

检查配置文件的外部事件是否因任何其他原因而被丢弃

数据湖查询

SELECT _experience.journeyOrchestration.profile.ID, DATE(timestamp), _experience.journeyOrchestration.serviceEvents.dispatcher.eventID, _experience.journeyOrchestration.serviceEvents.dispatcher.eventCode
FROM journey_step_events
where
_experience.journeyOrchestration.profile.ID='<profileID>' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventID='<eventID>' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventCode = 'discard' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventType = 'ERROR_SERVICE_INTERNAL';

示例

SELECT _experience.journeyOrchestration.profile.ID, DATE(timestamp), _experience.journeyOrchestration.serviceEvents.dispatcher.eventID, _experience.journeyOrchestration.serviceEvents.dispatcher.eventCode
FROM journey_step_events
where
_experience.journeyOrchestration.profile.ID='mandee@adobe.com' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventID='81c51be978d8bdf9ef497076b3e12b14533615522ecea9f5080a81c736491656' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventCode = 'discard' AND
_experience.journeyOrchestration.serviceEvents.dispatcher.eventType = 'ERROR_SERVICE_INTERNAL';

检查stateMachine按errorCode丢弃的所有事件的计数

数据湖查询

SELECT _experience.journeyOrchestration.serviceEvents.stateMachine.eventCode, COUNT() FROM journey_step_events
where
_experience.journeyOrchestration.serviceEvents.stateMachine.eventType = 'discard' GROUP BY _experience.journeyOrchestration.serviceEvents.stateMachine.eventCode

示例

SELECT _experience.journeyOrchestration.serviceEvents.stateMachine.eventCode, COUNT() FROM journey_step_events
where
_experience.journeyOrchestration.serviceEvents.stateMachine.eventType = 'discard' GROUP BY _experience.journeyOrchestration.serviceEvents.stateMachine.eventCode

检查所有丢弃的事件，因为不允许重新进入

数据湖查询

SELECT DATE(timestamp), _experience.journeyOrchestration.profile.ID,
_experience.journeyOrchestration.journey.versionID,
_experience.journeyOrchestration.serviceEvents.stateMachine.eventCode
FROM journey_step_events
where
_experience.journeyOrchestration.serviceEvents.stateMachine.eventType = 'discard' AND _experience.journeyOrchestration.serviceEvents.stateMachine.eventCode='reentranceNotAllowed'

示例

SELECT DATE(timestamp), _experience.journeyOrchestration.profile.ID,
_experience.journeyOrchestration.journey.versionID,
_experience.journeyOrchestration.serviceEvents.stateMachine.eventCode
FROM journey_step_events
where
_experience.journeyOrchestration.serviceEvents.stateMachine.eventType = 'discard' AND _experience.journeyOrchestration.serviceEvents.stateMachine.eventCode='reentranceNotAllowed'

常见的基于历程的查询 journey-based-queries

每日活动历程数

数据湖查询

SELECT DATE(timestamp), count(distinct _experience.journeyOrchestration.stepEvents.journeyVersionID) FROM journey_step_events
WHERE DATE(timestamp) > (now() - interval '<last x days>' day)
GROUP BY DATE(timestamp)
ORDER BY DATE(timestamp) desc

示例

SELECT DATE(timestamp), count(distinct _experience.journeyOrchestration.stepEvents.journeyVersionID) FROM journey_step_events
WHERE DATE(timestamp) > (now() - interval '100' day)
GROUP BY DATE(timestamp)
ORDER BY DATE(timestamp) desc

查询会返回在定义的期间内，每天触发的唯一历程计数。每天将计算一次触发多天的单个历程。

历程实例查询 journey-instances-queries

特定时间内处于特定状态的配置文件数

数据湖查询

WITH

INSTANCES_PASSED_IN_ALL_NODES_WITH_DETAILS AS (

    SELECT
        STEP_EVENTS.timestamp AS TS,
        STEP_EVENTS._experience.journeyOrchestration.stepEvents.nodeName AS NODE_NAME,
        STEP_EVENTS._experience.journeyOrchestration.stepEvents.instanceID AS ID
    FROM
        journey_step_events AS STEP_EVENTS
    WHERE
        STEP_EVENTS._experience.journeyOrchestration.stepEvents.journeyVersionName = '<journey version name>'

),

INSTANCES_PASSED_IN_NODE_WITH_DETAILS AS (

    SELECT
        T1.TS AS TS,
        T1.ID AS ID
    FROM
        INSTANCES_PASSED_IN_ALL_NODES_WITH_DETAILS AS T1
    WHERE
        T1.NODE_NAME = '<specific node name>' AND
        <filter on time for profile in specific node>

),

INSTANCES_PASSED_IN_NEXT_NODES AS (

    SELECT
        T1.TS AS TS,
        T1.ID AS ID
    FROM
        INSTANCES_PASSED_IN_ALL_NODES_WITH_DETAILS AS T1
    WHERE
        T1.NODE_NAME in (<list of next node names from the specific node>)

),

INSTANCES_PASSED_IN_NODE_NOT_PASSED_IN_NODES AS (

    SELECT
        distinct T1.ID AS ID
    FROM
        INSTANCES_PASSED_IN_NODE_WITH_DETAILS AS T1

    EXCEPT

    SELECT
        distinct T1.ID AS ID
    FROM
        INSTANCES_PASSED_IN_NEXT_NODES AS T1

)

SELECT
    DATE_FORMAT(T1.TS,'<date pattern>') AS DATETIME,
    count(T1.ID) AS INSTANCES_COUNT
FROM
    INSTANCES_PASSED_IN_NODE_WITH_DETAILS AS T1,
    INSTANCES_PASSED_IN_NODE_NOT_PASSED_IN_NODES AS T2
WHERE
    T1.ID = T2.ID
GROUP BY
    DATETIME
ORDER BY
    DATETIME DESC

示例

WITH

INSTANCES_PASSED_IN_ALL_NODES_WITH_DETAILS AS (

    SELECT
        STEP_EVENTS.timestamp AS TS,
        STEP_EVENTS._experience.journeyOrchestration.stepEvents.nodeName AS NODE_NAME,
        STEP_EVENTS._experience.journeyOrchestration.stepEvents.instanceID AS ID
    FROM
        journey_step_events AS STEP_EVENTS
    WHERE
        STEP_EVENTS._experience.journeyOrchestration.stepEvents.journeyVersionName = 'Journey20009'

),

INSTANCES_PASSED_IN_NODE_WITH_DETAILS AS (

    SELECT
        T1.TS AS TS,
        T1.ID AS ID
    FROM
        INSTANCES_PASSED_IN_ALL_NODES_WITH_DETAILS AS T1
    WHERE
        T1.NODE_NAME = 'slack_bso_tests - test1' AND
        T1.TS > (now() - interval '18 hour')

),

INSTANCES_PASSED_IN_NEXT_NODES AS (

    SELECT
        T1.TS AS TS,
        T1.ID AS ID
    FROM
        INSTANCES_PASSED_IN_ALL_NODES_WITH_DETAILS AS T1
    WHERE
        T1.NODE_NAME in ('slack_bso_tests - test2')

),

INSTANCES_PASSED_IN_NODE_NOT_PASSED_IN_NODES AS (

    SELECT
        distinct T1.ID AS ID
    FROM
        INSTANCES_PASSED_IN_NODE_WITH_DETAILS AS T1

    EXCEPT

    SELECT
        distinct T1.ID AS ID
    FROM
        INSTANCES_PASSED_IN_NEXT_NODES AS T1

)

SELECT
    DATE_FORMAT(T1.TS,'yyyy/MM/dd HH:mm') AS DATETIME,
    count(T1.ID) AS INSTANCES_COUNT
FROM
    INSTANCES_PASSED_IN_NODE_WITH_DETAILS AS T1,
    INSTANCES_PASSED_IN_NODE_NOT_PASSED_IN_NODES AS T2
WHERE
    T1.ID = T2.ID
GROUP BY
    DATETIME
ORDER BY
    DATETIME DESC

在特定时间段内退出历程的用户档案数

数据湖查询

SELECT
    DATE_FORMAT(STEP_EVENTS.timestamp,'yyyy/MM/dd HH:mm') AS DATETIME,
    count(STEP_EVENTS._experience.journeyOrchestration.stepEvents.instanceID) AS EXITED_INSTANCES_COUNT
FROM
    journey_step_events AS STEP_EVENTS
WHERE
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.journeyVersionName = '<journey version name>' AND
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.stepStatus in ('endStep', 'error', 'timedOut', 'cappingError') AND
    <timestamp filter>
GROUP BY
    DATETIME
ORDER BY
    DATETIME DESC

示例

SELECT
    DATE_FORMAT(STEP_EVENTS.timestamp,'yyyy/MM/dd HH:mm') AS DATETIME,
    count(STEP_EVENTS._experience.journeyOrchestration.stepEvents.instanceID) AS EXITED_INSTANCES_COUNT
FROM
    journey_step_events AS STEP_EVENTS
WHERE
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.journeyVersionName = 'Journey20009' AND
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.stepStatus in ('endStep', 'error', 'timedOut', 'cappingError') AND
    STEP_EVENTS.timestamp > (now() - interval '22 hour')
GROUP BY
    DATETIME
ORDER BY
    DATETIME DESC

在节点/状态的特定时间段内，有多少用户档案退出历程

数据湖查询

SELECT
    DATE_FORMAT(STEP_EVENTS.timestamp,'yyyy/MM/dd HH:mm') AS DATETIME,
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.nodeName AS NODE_NAME,
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.stepStatus AS EXIT_STATUS,
    count(STEP_EVENTS._experience.journeyOrchestration.stepEvents.instanceID) AS EXITED_INSTANCES_COUNT
FROM
    journey_step_events AS STEP_EVENTS
WHERE
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.journeyVersionName = '<journey version name>' AND
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.stepStatus in ('endStep', 'error', 'timedOut', 'cappingError') AND
    <timestamp filter>
GROUP BY
    DATETIME, NODE_NAME, EXIT_STATUS
ORDER BY
    DATETIME DESC

示例

SELECT
    DATE_FORMAT(STEP_EVENTS.timestamp,'yyyy/MM/dd HH:mm') AS DATETIME,
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.nodeName AS NODE_NAME,
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.stepStatus AS EXIT_STATUS,
    count(STEP_EVENTS._experience.journeyOrchestration.stepEvents.instanceID) AS EXITED_INSTANCES_COUNT
FROM
    journey_step_events AS STEP_EVENTS
WHERE
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.journeyVersionName = 'Journey20009' AND
    STEP_EVENTS._experience.journeyOrchestration.stepEvents.stepStatus in ('endStep', 'error', 'timedOut', 'cappingError') AND
    STEP_EVENTS.timestamp > (now() - interval '22 hour')
GROUP BY
    DATETIME, NODE_NAME, EXIT_STATUS
ORDER BY
    DATETIME DESC

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