Hi Lu,

Currently, Flink does not have official benchmark results compared to Spark
and Presto. You can run the TPC-DS benchmark yourself to compare to
different engines, Flink supports all queries for TPC-DS, for example, the
benchmark project [1]. Of course, other companies have made similar
comparisons, such as this document [2], and the results are for reference
only.

[1] https://github.com/ververica/flink-sql-benchmark
[2]
https://files.alicdn.com/tpsservice/c399186c83bb17dc5dd72cbd0c6ccf71.pdf?spm=a2csy.flink.0.0.49496ea8lXSLb8&file=c399186c83bb17dc5dd72cbd0c6ccf71.pdf

Best,
Shammon FY

On Thu, Apr 27, 2023 at 1:33 AM Lu Niu <qqib...@gmail.com> wrote:

> Hi, Flink users
>
> I am trying to understand the internals of flink batch mode. some
> questions:
>
> 1. Does flink batch mode use columnar in-memory format?
> 2. Does flink batch mode use vectorization technique?
> 3. any performance benchmark available compared with batch engines like
> spark or presto?
>
> Some code pointers would be great! Thanks!
>
> Best
> Lu
>
>
>

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