Make ZSTD default compression for Parquet writes

[clairemcginty]

(fix #4698)

The Parquet Java library supports ZSTD with a default level of 3 (doc) based off the zstd-jni library; level can be customized using the Configuration parquet.compression.codec.zstd.level.

ZSTD has been shown to have moderate performance improvements over GZIP or Snappy, and is supported for BigQuery loads.

[regadas]

🙌

[codecov]

Codecov Report

Merging #4726 (fa7ac8f) into main (3776382) will increase coverage by 0.51%.
The diff coverage is 90.20%.

❗ Current head fa7ac8f differs from pull request most recent head 3eac71f. Consider uploading reports for the commit 3eac71f to get more accurate results

@@            Coverage Diff             @@
##             main    #4726      +/-   ##
==========================================
+ Coverage   61.26%   61.78%   +0.51%     
==========================================
  Files         286      288       +2     
  Lines       10572    10598      +26     
  Branches      776      758      -18     
==========================================
+ Hits         6477     6548      +71     
+ Misses       4095     4050      -45     

Impacted Files	Coverage Δ
...otify/scio/coders/LowPriorityCoderDerivation.scala	97.43% <ø> (ø)
...com/spotify/scio/coders/instances/JavaCoders.scala	92.72% <ø> (ø)
...in/scala/com/spotify/scio/coders/CustomCoder.scala	84.90% <84.90%> (ø)
...n/scala/com/spotify/scio/coders/WrappedCoder.scala	88.46% <88.46%> (ø)
...src/main/scala/com/spotify/scio/coders/Coder.scala	93.47% <100.00%> (+8.21%)	⬆️
...com/spotify/scio/coders/instances/JodaCoders.scala	98.30% <100.00%> (+0.12%)	⬆️
...om/spotify/scio/coders/instances/ScalaCoders.scala	74.39% <100.00%> (+1.35%)	⬆️
.../com/spotify/scio/parquet/avro/ParquetAvroIO.scala	87.71% <100.00%> (ø)
...ify/scio/parquet/tensorflow/ParquetExampleIO.scala	89.02% <100.00%> (ø)
...com/spotify/scio/parquet/types/ParquetTypeIO.scala	98.59% <100.00%> (ø)
... and 2 more

... and 1 file with indirect coverage changes

[RustedBones]

@clairemcginty what the state of this one ?

[clairemcginty]

@RustedBones ready to merge for Scio 0.13 👍