Distributed Index Handler 25.3
Distributed Index Handler Help

# Reference-Based Indexing

You can use reference-based indexing to distribute the indexing load evenly between child servers and achieve efficient data distribution. Data indexing depends on the reference of the documents. In simple non-mirror mode, DIH sends all actions to all servers, and instructs the child servers to determine which documents to index. With reference-based indexing, DIH performs these calculations, which reduces network traffic and load on the child servers.

When enabled, reference-based indexing applies to the DREADD, DREADDDATA, and DREREPLACE index actions. You must configure the `DREREFERENCE` field by using standard field processing settings.

When you use reference-based indexing, you cannot alter the number of child servers.

In a chained DIH setup, the DIHs might distribute documents unevenly if more than one level of the chain uses reference-based indexing. To prevent uneven distribution, the number of child servers at each level must be coprime (that is, they have no common numerical factors).

For example, if you have a parent DIH with two DIH child servers, each of which has four Content component children, documents are not distributed evenly in distribute-by-reference mode. The parent server splits the data into two using a checksum hash of the document reference. The first child server uses the same algorithm to distribute data to its four child servers. Because it has only the first half of the data, only two child servers receive data.

However, if you have a parent DIH with two child servers, each of which has three Content component children, data is distributed evenly in distribute-by-reference mode. The parent server splits the data into two. The first child server then splits the data into three, so that all child servers receive data.

NOTE: Reference-based indexing might prevent deduplication of documents with different references. You can use reference-based indexing only with a `KillDuplicates=REFERENCE` or `KillDuplicates=NONE` setting in the `[Server]` section of the Content configuration file.

To enable reference-based indexing, set DistributeByReference to `True` in the `[Server]` section of the DIH configuration file.

For example:

    [Server]
    Port=9070
    DIHPort=9071
    MirrorMode=False
    DistributeByReference=True

NOTE: You can use DistributeByReference only when MirrorMode is set to `False`. DIH will not start if DistributeByReference and MirrorMode are both set to `True`.

You must also configure standard field processing options to specify the reference field to use to distribute documents. For more information, refer to the Knowledge Discovery Administration Guide.

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Version 25.3 | Last updated July 2025

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Product: Knowledge Discovery Distributed Index Handler 25.3

Topic Title: Reference-Based Indexing