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Apache Arrow™ enables execution engines to take advantage of the latest SIM D (Single input multiple data) operations included in modern processors, for native vectorized optimization of analytical data processing.

Arrow memory format supports zero-copy reads for lightning-fast data access without serialization overhead.
Columnar layout of data also allows for a better use of CPU caches by placing all data relevant to a column operation in as compact of a format as possible.
Arrow acts as a new high-performance interface between various systems. It is also focused on supporting a wide variety of industry-standard programming languages. Java, C, C++, Python are underway and more languages are expected soon.

For installation details see this