Arrow: Bump Arrow from 5.0.0 to 6.0.0

[nastra]

Release Notes: https://arrow.apache.org/release/6.0.0.html
Diff: apache/arrow@apache-arrow-5.0.0...apache-arrow-6.0.0

Benchmark results on bump-arrow branch

Benchmark run: https://github.com/nastra/iceberg/actions/runs/1411344807

Benchmark                                                                 Mode  Cnt   Score   Error  Units
VectorizedReadFlatParquetDataBenchmark.readDatesIcebergVectorized5k         ss    5   2.487 ± 0.265   s/op
VectorizedReadFlatParquetDataBenchmark.readDatesSparkVectorized5k           ss    5   2.574 ± 0.254   s/op
VectorizedReadFlatParquetDataBenchmark.readDecimalsIcebergVectorized5k      ss    5  15.033 ± 1.561   s/op
VectorizedReadFlatParquetDataBenchmark.readDecimalsSparkVectorized5k        ss    5  13.783 ± 1.112   s/op
VectorizedReadFlatParquetDataBenchmark.readDoublesIcebergVectorized5k       ss    5   4.095 ± 0.364   s/op
VectorizedReadFlatParquetDataBenchmark.readDoublesSparkVectorized5k         ss    5   5.119 ± 0.480   s/op
VectorizedReadFlatParquetDataBenchmark.readFloatsIcebergVectorized5k        ss    5   4.769 ± 0.499   s/op
VectorizedReadFlatParquetDataBenchmark.readFloatsSparkVectorized5k          ss    5   4.785 ± 0.707   s/op
VectorizedReadFlatParquetDataBenchmark.readIntegersIcebergVectorized5k      ss    5   3.925 ± 0.496   s/op
VectorizedReadFlatParquetDataBenchmark.readIntegersSparkVectorized5k        ss    5   4.282 ± 0.275   s/op
VectorizedReadFlatParquetDataBenchmark.readLongsIcebergVectorized5k         ss    5   3.907 ± 0.371   s/op
VectorizedReadFlatParquetDataBenchmark.readLongsSparkVectorized5k           ss    5   4.449 ± 0.534   s/op
VectorizedReadFlatParquetDataBenchmark.readStringsIcebergVectorized5k       ss    5   7.066 ± 0.239   s/op
VectorizedReadFlatParquetDataBenchmark.readStringsSparkVectorized5k         ss    5   8.048 ± 0.640   s/op
VectorizedReadFlatParquetDataBenchmark.readTimestampsIcebergVectorized5k    ss    5   3.192 ± 0.341   s/op
VectorizedReadFlatParquetDataBenchmark.readTimestampsSparkVectorized5k      ss    5   3.056 ± 0.370   s/op

Benchmark                                                                                  Mode  Cnt   Score   Error  Units
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDatesIcebergVectorized5k         ss    5   9.094 ± 0.473   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDatesSparkVectorized5k           ss    5   7.241 ± 0.351   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDecimalsIcebergVectorized5k      ss    5  28.554 ± 1.062   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDecimalsSparkVectorized5k        ss    5  23.239 ± 0.564   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDoublesIcebergVectorized5k       ss    5   7.397 ± 1.015   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDoublesSparkVectorized5k         ss    5   7.755 ± 0.586   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readFloatsIcebergVectorized5k        ss    5   7.173 ± 0.628   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readFloatsSparkVectorized5k          ss    5   6.653 ± 0.340   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readIntegersIcebergVectorized5k      ss    5   7.023 ± 0.156   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readIntegersSparkVectorized5k        ss    5   7.504 ± 0.347   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readLongsIcebergVectorized5k         ss    5   7.180 ± 0.862   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readLongsSparkVectorized5k           ss    5   7.435 ± 0.597   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readStringsIcebergVectorized5k       ss    5   9.306 ± 0.437   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readStringsSparkVectorized5k         ss    5  13.432 ± 0.449   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readTimestampsIcebergVectorized5k    ss    5   7.675 ± 0.359   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readTimestampsSparkVectorized5k      ss    5   6.577 ± 0.846   s/op

Benchmark results on master

Benchmark run: https://github.com/nastra/iceberg/actions/runs/1411692594

Benchmark                                                                 Mode  Cnt   Score   Error  Units
VectorizedReadFlatParquetDataBenchmark.readDatesIcebergVectorized5k         ss    5   2.112 ± 0.090   s/op
VectorizedReadFlatParquetDataBenchmark.readDatesSparkVectorized5k           ss    5   2.678 ± 0.085   s/op
VectorizedReadFlatParquetDataBenchmark.readDecimalsIcebergVectorized5k      ss    5  10.964 ± 0.829   s/op
VectorizedReadFlatParquetDataBenchmark.readDecimalsSparkVectorized5k        ss    5  10.354 ± 0.603   s/op
VectorizedReadFlatParquetDataBenchmark.readDoublesIcebergVectorized5k       ss    5   4.094 ± 0.342   s/op
VectorizedReadFlatParquetDataBenchmark.readDoublesSparkVectorized5k         ss    5   3.429 ± 0.156   s/op
VectorizedReadFlatParquetDataBenchmark.readFloatsIcebergVectorized5k        ss    5   4.255 ± 0.048   s/op
VectorizedReadFlatParquetDataBenchmark.readFloatsSparkVectorized5k          ss    5   4.213 ± 0.244   s/op
VectorizedReadFlatParquetDataBenchmark.readIntegersIcebergVectorized5k      ss    5   4.296 ± 0.189   s/op
VectorizedReadFlatParquetDataBenchmark.readIntegersSparkVectorized5k        ss    5   3.870 ± 0.230   s/op
VectorizedReadFlatParquetDataBenchmark.readLongsIcebergVectorized5k         ss    5   3.634 ± 0.189   s/op
VectorizedReadFlatParquetDataBenchmark.readLongsSparkVectorized5k           ss    5   3.974 ± 0.192   s/op
VectorizedReadFlatParquetDataBenchmark.readStringsIcebergVectorized5k       ss    5   7.427 ± 0.142   s/op
VectorizedReadFlatParquetDataBenchmark.readStringsSparkVectorized5k         ss    5   6.882 ± 0.269   s/op
VectorizedReadFlatParquetDataBenchmark.readTimestampsIcebergVectorized5k    ss    5   2.206 ± 0.050   s/op
VectorizedReadFlatParquetDataBenchmark.readTimestampsSparkVectorized5k      ss    5   2.617 ± 0.068   s/op

Benchmark                                                                                  Mode  Cnt   Score   Error  Units
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDatesIcebergVectorized5k         ss    5   9.003 ± 0.272   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDatesSparkVectorized5k           ss    5   7.500 ± 0.348   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDecimalsIcebergVectorized5k      ss    5  28.049 ± 1.615   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDecimalsSparkVectorized5k        ss    5  24.715 ± 0.405   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDoublesIcebergVectorized5k       ss    5   7.244 ± 0.600   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readDoublesSparkVectorized5k         ss    5   6.949 ± 0.670   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readFloatsIcebergVectorized5k        ss    5   9.109 ± 0.452   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readFloatsSparkVectorized5k          ss    5   7.872 ± 0.517   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readIntegersIcebergVectorized5k      ss    5   8.483 ± 0.293   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readIntegersSparkVectorized5k        ss    5   6.782 ± 0.219   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readLongsIcebergVectorized5k         ss    5   7.572 ± 0.210   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readLongsSparkVectorized5k           ss    5   6.340 ± 0.911   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readStringsIcebergVectorized5k       ss    5  10.578 ± 0.629   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readStringsSparkVectorized5k         ss    5  14.291 ± 0.865   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readTimestampsIcebergVectorized5k    ss    5   8.953 ± 0.883   s/op
VectorizedReadDictionaryEncodedFlatParquetDataBenchmark.readTimestampsSparkVectorized5k      ss    5   7.689 ± 0.638   s/op

[rdblue]

Thanks for the update, @nastra!