Add lazy physical parquet scans - #172
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Summary
Adds
parquetScan, a lazy, column-oriented API for query engines that need physical row ranges and selective column reads.What changed
Performance
Scan preparation reads metadata and requested indexes only; column data remains lazy. Exact subranges use offset indexes where available to avoid reading complete column chunks. Existing row-oriented reads retain eager, parallel range fetching.
Validation
parquetReadColumn.masterpass.Follow-up opportunity
The scan currently caches the most recent requested range per column. Retaining page-aligned decoded coverage and parsed offset indexes could avoid repeated I/O for adjacent, separately requested subranges.