Fix match query on a scaled_float property no longer matches for some values

[kkewwei]

Description

This PR only addresses the mismatch issue.

As it's known, float and double types suffer from precision loss, and it's inevitable. When reading doc_value in the filed(such as range, sorting, or aggregation), it can lead to unforeseen exceptions. The root cause lies in the fact that the precision of float/double data is already lost before storing.

OpenSearch/modules/mapper-extras/src/main/java/org/opensearch/index/mapper/ScaledFloatFieldMapper.java

Line 468 in 9db5e67

long scaledValue = Math.round(doubleValue * scalingFactor);

It can be extremely terrifying when related to money.

To solve it, I will submit a new PR. In this PR, I will create a new type big_decimal, supported by BigDecimal to effectively eliminate the precision loss.

Related Issues

Resolves #12433

Check List

• Functionality includes testing.
• API changes companion pull request created, if applicable.
• Public documentation issue/PR created, if applicable.

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MinimumClusterManagerNodesIT.testThreeNodesNoClusterManagerBlock #14289
RemoteStoreBackpressureAndResiliencyIT.testWritesRejectedDueToTimeLagBreach #12411
DedicatedClusterSnapshotRestoreIT.testSnapshotWithStuckNode #15806

[kkewwei]

@bowenlan-amzn would you mind have a look in your spare time, very thank you.

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RemoteStorePinnedTimestampsGarbageCollectionIT.testLiveIndexNoPinnedTimestampsWithExtraGenSetting #16088
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This PR is stalled because it has been open for 30 days with no activity.