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Create a benchmark for map subscript. (#7026)
Summary: ``` ============================================================================ [...]hmarks/ExpressionBenchmarkBuilder.cpp relative time/iter iters/s ============================================================================ map_subscript_MAP<ARRAY<VARCHAR>,INTEGER>##1 71.48ms 13.99 map_subscript_MAP<ARRAY<VARCHAR>,INTEGER>##2 76.58ms 13.06 map_subscript_MAP<ARRAY<VARCHAR>,INTEGER>##3 85.31ms 11.72 map_subscript_MAP<ARRAY<VARCHAR>,INTEGER>##4 121.56ms 8.23 map_subscript_MAP<INTEGER,INTEGER>##1 27.19ms 36.78 map_subscript_MAP<INTEGER,INTEGER>##2 33.10ms 30.21 map_subscript_MAP<INTEGER,INTEGER>##3 33.47ms 29.88 map_subscript_MAP<INTEGER,INTEGER>##4 31.70ms 31.55 map_subscript_MAP<VARCHAR,INTEGER>##1 26.92ms 37.14 map_subscript_MAP<VARCHAR,INTEGER>##2 36.62ms 27.31 map_subscript_MAP<VARCHAR,INTEGER>##3 34.19ms 29.24 map_subscript_MAP<VARCHAR,INTEGER>##4 33.76ms 29.62 ``` Differential Revision: D50237919
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velox/functions/prestosql/benchmarks/MapSubscriptBenchmark.cpp
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/* | ||
* Copyright (c) Facebook, Inc. and its affiliates. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
#include <folly/Benchmark.h> | ||
#include <folly/init/Init.h> | ||
#include <cstdint> | ||
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#include "velox/benchmarks/ExpressionBenchmarkBuilder.h" | ||
#include "velox/functions/lib/benchmarks/FunctionBenchmarkBase.h" | ||
#include "velox/functions/prestosql/registration/RegistrationFunctions.h" | ||
#include "velox/vector/BaseVector.h" | ||
#include "velox/vector/ComplexVector.h" | ||
#include "velox/vector/DecodedVector.h" | ||
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using namespace facebook::velox; | ||
using namespace facebook::velox::exec; | ||
using namespace facebook::velox::functions; | ||
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int main(int argc, char** argv) { | ||
folly::Init init(&argc, &argv); | ||
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ExpressionBenchmarkBuilder benchmarkBuilder; | ||
facebook::velox::functions::prestosql::registerAllScalarFunctions(); | ||
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auto* pool = benchmarkBuilder.pool(); | ||
auto& vm = benchmarkBuilder.vectorMaker(); | ||
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auto createSet = [&](const TypePtr& mapType) { | ||
VectorFuzzer::Options options; | ||
options.vectorSize = 1'000; | ||
options.containerLength = 20; | ||
options.containerVariableLength = 20; | ||
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VectorFuzzer fuzzer(options, pool); | ||
std::vector<VectorPtr> columns; | ||
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// Ratio = elements vector/ elements in base. | ||
auto makeMapVector = [&](auto ratio) { | ||
auto baseSize = options.vectorSize / ratio; | ||
auto flatBase = fuzzer.fuzzFlat(mapType, baseSize); | ||
auto dictionary = fuzzer.fuzzDictionary(flatBase, options.vectorSize); | ||
return dictionary; | ||
}; | ||
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// Fuzz input vectors. | ||
columns.push_back(makeMapVector(1)); | ||
columns.push_back(makeMapVector(2)); | ||
columns.push_back(makeMapVector(3)); | ||
columns.push_back(makeMapVector(4)); | ||
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// Fuzz valid keys for map at columns[index]. | ||
auto makeKeys = [&](int index) { | ||
DecodedVector decoded(*columns[index - 1]); | ||
auto* map = decoded.base()->as<MapVector>(); | ||
auto indices = allocateIndices(1000, pool); | ||
auto* mutableIndices = indices->asMutable<vector_size_t>(); | ||
for (int i = 0; i < 1000; i++) { | ||
int keyIndex = folly::Random::rand32() % 20; | ||
// We use the keyIndex as the key. | ||
mutableIndices[i] = keyIndex; | ||
} | ||
return BaseVector::wrapInDictionary( | ||
nullptr, indices, 1000, map->mapKeys()); | ||
}; | ||
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columns.push_back(makeKeys(1)); | ||
columns.push_back(makeKeys(2)); | ||
columns.push_back(makeKeys(3)); | ||
columns.push_back(makeKeys(4)); | ||
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auto indicesFlat = vm.flatVector<int64_t>( | ||
options.vectorSize, | ||
[&](auto row) { return row % options.containerLength; }); | ||
columns.push_back(indicesFlat); | ||
benchmarkBuilder | ||
.addBenchmarkSet( | ||
fmt::format("map_subscript_{}", mapType->toString()), | ||
vm.rowVector(columns)) | ||
.addExpression("1", "subscript(c0, c4)") | ||
.addExpression("2", "subscript(c1, c5)") | ||
.addExpression("3", "subscript(c2, c6)") | ||
.addExpression("4", "subscript(c3, c7)"); | ||
}; | ||
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createSet(MAP(INTEGER(), INTEGER())); | ||
createSet(MAP(VARCHAR(), INTEGER())); | ||
createSet(MAP(ARRAY(VARCHAR()), INTEGER())); | ||
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benchmarkBuilder.registerBenchmarks(); | ||
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folly::runBenchmarks(); | ||
return 0; | ||
} |