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https://issues.apache.org/jira/browse/HUDI-6712?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Vinoth Chandar updated HUDI-6712:
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Sprint: Sprint 2024-03-25, Sprint 2023-04-26 (was: Sprint 2024-03-25)
> Implement optimized keyed lookup on parquet files
> -------------------------------------------------
>
> Key: HUDI-6712
> URL: https://issues.apache.org/jira/browse/HUDI-6712
> Project: Apache Hudi
> Issue Type: New Feature
> Reporter: Vinoth Chandar
> Assignee: Lin Liu
> Priority: Major
> Labels: pull-request-available
> Fix For: 1.0.0
>
>
> Parquet performs poorly when performing a lookup of specific records, based
> on a single key lookup column.
> e.g: select * from parquet where key in ("a","b", "c) (SQL)
> e.g: List<Records> lookup(parquetFile, Set<String> keys) (code)
> Let's implement a reader, that is optimized for this pattern, by scanning
> least amount of data.
> Requirements:
> 1. Need to support multiple values for same key.
> 2. Can assume the file is sorted by the key/lookup field.
> 3. Should handle non-existence of keys.
> 4. Should leverage parquet metadata (bloom filters, column index, ... ) to
> minimize read read.
> 5. Must to the minimum about of RPC calls to cloud storage.
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