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Define and query late-bound dynamic columns in Phoenix when full schema

https://phoenix.apache.org/docs/features/dynamic-columns
Define and query late-bound dynamic columns in Phoenix when full schema cannot be declared upfront

Express row expiration as a SQL boolean expression evaluated against the

https://phoenix.apache.org/docs/features/conditional-ttl
Phoenix compaction: expired rows are physically removed by Phoenix's compaction during HBase region compactions

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

Change Data Capture (CDC)

https://phoenix.apache.org/docs/features/change-data-capture
Change Data Capture (CDC) Query row-level change events on a Phoenix table using standard SQL — pull pre/post images and change deltas with bounded, resumable reads

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

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