doc: update tpc-h benchmark result (#614)

Co-authored-by: zhangli20 <zhangli20@kuaishou.com>

Author: richox

README.md

@@ -144,15 +144,13 @@ spark.sql.adaptive.localShuffleReader.enabled false
 
 ## Performance
 
-Check [Benchmark Results](./benchmark-results/20240701-blaze300.md) with the latest date for the performance
-comparison with vanilla Spark 3.3.3. The benchmark result shows that Blaze save about 50% time on TPC-DS/TPC-H 1TB datasets.
-Stay tuned and join us for more upcoming thrilling numbers.
+Check [TPC-H Benchmark Results](./benchmark-results/tpch.md).
+The latest benchmark result shows that Blaze saved more than 50% time on TPC-H 1TB datasets comparing with Vanilla Spark 3.5.
 
-TPC-DS Query time: ([How can I run TPC-DS benchmark?](./tpcds/README.md))
-![20240701-query-time-tpcds](./benchmark-results/spark-3.3-vs-blaze300-query-time-20240701.png)
+Stay tuned and join us for more upcoming thrilling numbers.
 
 TPC-H Query time:
-![20240701-query-time-tpch](./benchmark-results/spark-3.3-vs-blaze300-query-time-20240701-tpch.png)
+![tpch-blaze400-spark351.png](./benchmark-results/tpch-blaze400-spark351.png)
 
 We also encourage you to benchmark Blaze and share the results with us. 🤗
 

benchmark-results/20240701-blaze300.md

@@ -0,0 +1,85 @@
+# TPC-H 1TB Benchmark
+
+### Versions
+- Blaze version: [4.0.0](https://github.com/blaze-init/blaze/tree/v4.0.0)
+- Vanilla spark version: spark-3.5.1
+
+### Environment
+Hadoop 2.10.2 cluster mode running on 7 nodes, See [Kwai server conf](./kwai1-hardware-conf.md).
+java version: 1.8.0_102.
+
+### Configuration
+
+Common configurations:
+```conf
+spark.master yarn
+spark.shuffle.service.enabled true
+spark.shuffle.service.port 7337
+
+spark.driver.memory 20g
+spark.driver.memoryOverhead 4096
+
+spark.executor.instances 10000
+spark.dynamicallocation.maxExecutors 10000
+
+spark.io.compression.codec lz4
+spark.sql.parquet.compression.codec zstd
+
+# enabled in spark 3.5 by default
+spark.sql.optimizer.runtime.bloomFilter.enabled true
+
+# enable HashJoin for small tables, which is faster both in spark and blaze
+# note: SortMergeJoin is still used for joining big tables with this configuration enabled
+spark.sql.join.preferSortMergeJoin false
+```
+
+Configurations for Vanillia spark:
+```conf
+spark.executor.memory 4g
+spark.executor.memoryOverhead 2048
+spark.executor.cores 5
+```
+
+Configurations for blaze:
+
+note: this configuration is widely used in production environment of Kuaishou.inc, without any tricky optimizations only for benchmark. (for example, you can set `spark.blaze.forceShuffledHashJoin true` to force using HashJoin instead of SortMergeJoin and get much faster benchmark result, but this is unacceptable in production environment)
+
+```conf
+spark.executor.memory 3g
+spark.executor.memoryOverhead 3072
+spark.blaze.enable true
+spark.sql.extensions org.apache.spark.sql.blaze.BlazeSparkSessionExtension
+spark.shuffle.manager org.apache.spark.sql.execution.blaze.shuffle.BlazeShuffleManager
+```
+
+### Benchmark result:
+Blaze shows 2.12x query time speed-up comparing with Spark 3.5, with the same CPU/memory resources.
+
+![tpch-blaze400-spark351.png](tpch-blaze400-spark351.png)
+
+|     | Spark    | Blaze   | Speedup |
+| --- | -------- | ------- | ------- |
+| q01 | 40.473   | 19.834  | 2.04    |
+| q02 | 20.527   | 11.639  | 1.76    |
+| q03 | 69.091   | 31.199  | 2.21    |
+| q04 | 59.58    | 16.585  | 3.59    |
+| q05 | 100.958  | 52.267  | 1.93    |
+| q06 | 26.713   | 7.928   | 3.37    |
+| q07 | 64.729   | 28.175  | 2.30    |
+| q08 | 64.465   | 35.043  | 1.84    |
+| q09 | 103.011  | 53.203  | 1.94    |
+| q10 | 46.543   | 21.805  | 2.13    |
+| q11 | 16.458   | 8.561   | 1.92    |
+| q12 | 26.626   | 13.784  | 1.93    |
+| q13 | 53.072   | 15.445  | 3.44    |
+| q14 | 31.561   | 9.279   | 3.40    |
+| q15 | 59.57    | 19.212  | 3.10    |
+| q16 | 14.533   | 5.944   | 2.44    |
+| q17 | 141.243  | 54.49   | 2.59    |
+| q18 | 129.022  | 79.808  | 1.62    |
+| q19 | 19.561   | 10.149  | 1.93    |
+| q20 | 42.451   | 15.934  | 2.66    |
+| q21 | 177.553  | 107.276 | 1.66    |
+| q22 | 17.429   | 8.244   | 2.11    |
+|     |          |         |         |
+| sum | 1325.169 | 625.804 | 2.12    |