854a0f752e
### What changes were proposed in this pull request? This PR regenerates the `sql/core` benchmarks in JDK8/11 to compare the result. In general, we compare the ratio instead of the time. However, in this PR, the average time is compared. This PR should be considered as a rough comparison. **A. EXPECTED CASES(JDK11 is faster in general)** - [x] BloomFilterBenchmark (JDK11 is faster except one case) - [x] BuiltInDataSourceWriteBenchmark (JDK11 is faster at CSV/ORC) - [x] CSVBenchmark (JDK11 is faster except five cases) - [x] ColumnarBatchBenchmark (JDK11 is faster at `boolean`/`string` and some cases in `int`/`array`) - [x] DatasetBenchmark (JDK11 is faster with `string`, but is slower for `long` type) - [x] ExternalAppendOnlyUnsafeRowArrayBenchmark (JDK11 is faster except two cases) - [x] ExtractBenchmark (JDK11 is faster except HOUR/MINUTE/SECOND/MILLISECONDS/MICROSECONDS) - [x] HashedRelationMetricsBenchmark (JDK11 is faster) - [x] JSONBenchmark (JDK11 is much faster except eight cases) - [x] JoinBenchmark (JDK11 is faster except five cases) - [x] OrcNestedSchemaPruningBenchmark (JDK11 is faster in nine cases) - [x] PrimitiveArrayBenchmark (JDK11 is faster) - [x] SortBenchmark (JDK11 is faster except `Arrays.sort` case) - [x] UDFBenchmark (N/A, values are too small) - [x] UnsafeArrayDataBenchmark (JDK11 is faster except one case) - [x] WideTableBenchmark (JDK11 is faster except two cases) **B. CASES WE NEED TO INVESTIGATE MORE LATER** - [x] AggregateBenchmark (JDK11 is slower in general) - [x] CompressionSchemeBenchmark (JDK11 is slower in general except `string`) - [x] DataSourceReadBenchmark (JDK11 is slower in general) - [x] DateTimeBenchmark (JDK11 is slightly slower in general except `parsing`) - [x] MakeDateTimeBenchmark (JDK11 is slower except two cases) - [x] MiscBenchmark (JDK11 is slower except ten cases) - [x] OrcV2NestedSchemaPruningBenchmark (JDK11 is slower) - [x] ParquetNestedSchemaPruningBenchmark (JDK11 is slower except six cases) - [x] RangeBenchmark (JDK11 is slower except one case) `FilterPushdownBenchmark/InExpressionBenchmark/WideSchemaBenchmark` will be compared later because it took long timer. ### Why are the changes needed? According to the result, there are some difference between JDK8/JDK11. This will be a baseline for the future improvement and comparison. Also, as a reproducible environment, the following environment is used. - Instance: `r3.xlarge` - OS: `CentOS Linux release 7.5.1804 (Core)` - JDK: - `OpenJDK Runtime Environment (build 1.8.0_222-b10)` - `OpenJDK Runtime Environment 18.9 (build 11.0.4+11-LTS)` ### Does this PR introduce any user-facing change? No. ### How was this patch tested? This is a test-only PR. We need to run benchmark. Closes #26003 from dongjoon-hyun/SPARK-29320. Authored-by: Dongjoon Hyun <dhyun@apple.com> Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
54 lines
4.5 KiB
Plaintext
54 lines
4.5 KiB
Plaintext
================================================================================================
|
|
Nested Schema Pruning Benchmark For ORC v2
|
|
================================================================================================
|
|
|
|
OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
|
|
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
|
|
Selection: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
|
|
------------------------------------------------------------------------------------------------------------------------
|
|
Top-level column 141 161 22 7.1 140.6 1.0X
|
|
Nested column 1425 1455 26 0.7 1424.7 0.1X
|
|
Nested column in array 5248 5300 46 0.2 5247.5 0.0X
|
|
|
|
OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
|
|
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
|
|
Limiting: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
|
|
------------------------------------------------------------------------------------------------------------------------
|
|
Top-level column 133 163 22 7.5 132.8 1.0X
|
|
Nested column 1254 1308 40 0.8 1254.0 0.1X
|
|
Nested column in array 5303 5418 81 0.2 5303.3 0.0X
|
|
|
|
OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
|
|
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
|
|
Repartitioning: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
|
|
------------------------------------------------------------------------------------------------------------------------
|
|
Top-level column 377 401 19 2.7 376.7 1.0X
|
|
Nested column 1676 1722 21 0.6 1676.1 0.2X
|
|
Nested column in array 6019 6127 109 0.2 6018.7 0.1X
|
|
|
|
OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
|
|
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
|
|
Repartitioning by exprs: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
|
|
------------------------------------------------------------------------------------------------------------------------
|
|
Top-level column 390 447 151 2.6 390.1 1.0X
|
|
Nested column 4300 4364 60 0.2 4299.7 0.1X
|
|
Nested column in array 8832 9030 114 0.1 8832.4 0.0X
|
|
|
|
OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
|
|
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
|
|
Sample: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
|
|
------------------------------------------------------------------------------------------------------------------------
|
|
Top-level column 132 143 7 7.6 131.6 1.0X
|
|
Nested column 1260 1303 20 0.8 1260.2 0.1X
|
|
Nested column in array 5359 5453 74 0.2 5359.1 0.0X
|
|
|
|
OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
|
|
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
|
|
Sorting: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
|
|
------------------------------------------------------------------------------------------------------------------------
|
|
Top-level column 288 302 20 3.5 287.6 1.0X
|
|
Nested column 3169 3242 53 0.3 3168.7 0.1X
|
|
Nested column in array 8151 8301 123 0.1 8151.3 0.0X
|
|
|
|
|