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ROW_SIZE() and RAW_ROW_SIZE()

https://phoenix.apache.org/docs/features/row-size
ROW_SIZE() and RAW_ROW_SIZE() Built-in SQL functions that return the on-the-wire HBase byte footprint of a row — useful for hot-row diagnosis, capacity planning, and finding outliers directly from SQL

Historical Phoenix performance comparisons and feature-level

https://phoenix.apache.org/docs/fundamentals/performance
In addition, to minimize startup costs, Phoenix uses native HBase APIs rather than going through the MapReduce framework

Use TABLESAMPLE in Phoenix for Bernoulli-style sampling, with

https://phoenix.apache.org/docs/features/table-sampling
Given a sampling rate, it leverages Phoenix statistics and HBase region distribution to perform table sampling

Segment Scan

https://phoenix.apache.org/docs/features/segment-scan
; Phoenix translates these predicates into the underlying HBase scan bounds for you, so a worker pool can stay in plain SQL — each worker runs its own query against one segment, in parallel

How Phoenix collects and uses guidepost statistics for query

https://phoenix.apache.org/docs/features/statistics-collection
How Phoenix collects and uses guidepost statistics for query parallelization, with commands and configuration

How Phoenix Skip Scan uses key-range hints to efficiently skip non

https://phoenix.apache.org/docs/features/skip-scan
How Phoenix Skip Scan uses key-range hints to efficiently skip non-matching row-key regions

PHOENIX_ROW_TIMESTAMP()

https://phoenix.apache.org/docs/features/phoenix-row-timestamp
Feature PHOENIX_ROW_TIMESTAMP() functionReturn the underlying HBase row timestamp Phoenix already maintains on every row's empty cell