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| 1 | +/* |
| 2 | + * Licensed to the Apache Software Foundation (ASF) under one |
| 3 | + * or more contributor license agreements. See the NOTICE file |
| 4 | + * distributed with this work for additional information |
| 5 | + * regarding copyright ownership. The ASF licenses this file |
| 6 | + * to you under the Apache License, Version 2.0 (the |
| 7 | + * "License"); you may not use this file except in compliance |
| 8 | + * with the License. You may obtain a copy of the License at |
| 9 | + * |
| 10 | + * http://www.apache.org/licenses/LICENSE-2.0 |
| 11 | + * |
| 12 | + * Unless required by applicable law or agreed to in writing, |
| 13 | + * software distributed under the License is distributed on an |
| 14 | + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| 15 | + * KIND, either express or implied. See the License for the |
| 16 | + * specific language governing permissions and limitations |
| 17 | + * under the License. |
| 18 | + */ |
| 19 | + |
| 20 | +package org.apache.spark.sql.benchmark |
| 21 | + |
| 22 | +case class HashExprConfig( |
| 23 | + name: String, |
| 24 | + query: String, |
| 25 | + extraCometConfigs: Map[String, String] = Map.empty) |
| 26 | + |
| 27 | +/** |
| 28 | + * Comprehensive benchmark for Comet hash expressions. To run this benchmark: |
| 29 | + * {{{ |
| 30 | + * SPARK_GENERATE_BENCHMARK_FILES=1 make benchmark-org.apache.spark.sql.benchmark.CometHashExpressionBenchmark |
| 31 | + * }}} |
| 32 | + * Results will be written to "spark/benchmarks/CometHashExpressionBenchmark-**results.txt". |
| 33 | + */ |
| 34 | +object CometHashExpressionBenchmark extends CometBenchmarkBase { |
| 35 | + |
| 36 | + private val hashExpressions = List( |
| 37 | + HashExprConfig("xxhash64_single", "SELECT xxhash64(c_str) FROM parquetV1Table"), |
| 38 | + HashExprConfig("xxhash64_multi", "SELECT xxhash64(c_str, c_int, c_long) FROM parquetV1Table"), |
| 39 | + HashExprConfig("murmur3_hash_single", "SELECT hash(c_str) FROM parquetV1Table"), |
| 40 | + HashExprConfig("murmur3_hash_multi", "SELECT hash(c_str, c_int, c_long) FROM parquetV1Table"), |
| 41 | + HashExprConfig("sha1", "SELECT sha1(c_str) FROM parquetV1Table"), |
| 42 | + HashExprConfig("sha2_224", "SELECT sha2(c_str, 224) FROM parquetV1Table"), |
| 43 | + HashExprConfig("sha2_256", "SELECT sha2(c_str, 256) FROM parquetV1Table"), |
| 44 | + HashExprConfig("sha2_384", "SELECT sha2(c_str, 384) FROM parquetV1Table"), |
| 45 | + HashExprConfig("sha2_512", "SELECT sha2(c_str, 512) FROM parquetV1Table")) |
| 46 | + |
| 47 | + override def runCometBenchmark(mainArgs: Array[String]): Unit = { |
| 48 | + val values = 1024 * 1024 |
| 49 | + |
| 50 | + runBenchmarkWithTable("Hash expression benchmarks", values) { v => |
| 51 | + withTempPath { dir => |
| 52 | + withTempTable("parquetV1Table") { |
| 53 | + prepareTable( |
| 54 | + dir, |
| 55 | + spark.sql(s""" |
| 56 | + SELECT |
| 57 | + CASE WHEN value % 100 = 0 THEN NULL ELSE CONCAT('string_', CAST(value AS STRING)) END AS c_str, |
| 58 | + CASE WHEN value % 100 = 1 THEN NULL ELSE CAST(value % 1000000 AS INT) END AS c_int, |
| 59 | + CASE WHEN value % 100 = 2 THEN NULL ELSE CAST(value * 1000 AS LONG) END AS c_long |
| 60 | + FROM $tbl |
| 61 | + """)) |
| 62 | + |
| 63 | + hashExpressions.foreach { config => |
| 64 | + runExpressionBenchmark(config.name, v, config.query, config.extraCometConfigs) |
| 65 | + } |
| 66 | + } |
| 67 | + } |
| 68 | + } |
| 69 | + } |
| 70 | +} |
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