Latest Record Merger*¶

This stage generates group tags based on the specified expression. Multiple input points are grouped by the generated tags and output the points by groups. When the specified point arrives, an output will be triggered. The functions of this stage include:

Support inputting multiple measurement points and supporting multiple input points as calculation trigger points.
Multiple measurement points are supported, the MeasurementId of the input point is replaced with the corresponding output MeasurementId.
This stage cannot guarantee idempotence of the calculation results due to failure retries caused by any reasons, such as cluster node exceptions.
Incompatible with old data formats, i.e. cannot filter data by ModelId::PointId.

Configuration¶

The configuration tabs for this stage are General, Basic, Input/Output, MergerConfig, and CacheConfig.

General¶

Name	Required?	Description
Name	Yes	The name of the stage.
Description	No	The description of the stage.
Stage Library	Yes	The streaming operator library to which the stage belongs.
Required Fields	No	The fields that the data records must contain. If the specified fields are not included, the record will be filtered out.
Preconditions	No	The conditions that must be satisfied by the data records. Records that do not meet the conditions will be filtered out. For example, `${record:value('/value') > 0}`. For the syntax of EL expressions, see Expression Language.
On Record Error	Yes	The processing method for error data. Discard: Error data will be discarded and ignored Send to Error: Error messages will be reported Stop Pipeline: The pipeline will be stopped

Basic¶

Name	Required?	Description
Quality Filter	No	Filter the data according to the data quality. Only records that meet the quality conditions will be processed by this stage.

Input/Output¶

Name	Required?	Description
Input Measurement	Yes	Input points of a single rule, i.e. measurement points that need to be grouped and aggregated.
Is Trigger	No	Specify whether to set the point as the trigger for processing.
Output Measurement	Yes	The output point of a single rule, i.e. the measurement point that carries the output result.

MergerConfig¶

Name	Required?	Description
Merged By Expression	Yes	Specify the expression for generating the tags that are used to merge the latest records. If the expression contains other identification information such as timestamp, a large amount of data might be generated. When choosing to use Redis as data storage, it is necessary to evaluate the impact on data storage and prepare corresponding plans.
Cache Expire Time (Minute)	Yes	Specify the cache expiring time after the tags are not updated.

CacheConfig¶

Name

Required?

Description

Cache Type

Yes

Select the storage type for cache data. Options are Redis and Local storage.

Redis: The advantage is that the cached data will not be lost after the stream processing pipeline is paused, restarted, or retried. The disadvantage is that the data processing speed is slow and that it is sensitive to network performance. It is recommended that the network delay should be less than 1ms. Otherwise, the data processing performance will be affected.
Local: The advantage is that the data processing speed is fast. The disadvantage is that the cached data will be lost after the stream processing pipeline is paused, restarted, or retried.

Output Results¶

The output results of this stage are included in the attr struct. The description of the fields are as follows:

Name	Data Type	Description
/attr/latestRecordMerger	Map	The data object after merging.
mergedTag	String	The tags that are generated based on the EL expression.
mergedRecords	List	The list of records after merging.

Note

The values of modelIdPath, pointId, and modelId in the output of this operator are the default strings: modelIdPath, pointId, and modelId respectively.

Output Example¶

../../../_images/lastest_record_merger11.png