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| 1 | +// Licensed to the Apache Software Foundation (ASF) under one |
| 2 | +// or more contributor license agreements. See the NOTICE file |
| 3 | +// distributed with this work for additional information |
| 4 | +// regarding copyright ownership. The ASF licenses this file |
| 5 | +// to you under the Apache License, Version 2.0 (the |
| 6 | +// "License"); you may not use this file except in compliance |
| 7 | +// with the License. You may obtain a copy of the License at |
| 8 | +// |
| 9 | +// http://www.apache.org/licenses/LICENSE-2.0 |
| 10 | +// |
| 11 | +// Unless required by applicable law or agreed to in writing, |
| 12 | +// software distributed under the License is distributed on an |
| 13 | +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| 14 | +// KIND, either express or implied. See the License for the |
| 15 | +// specific language governing permissions and limitations |
| 16 | +// under the License. |
| 17 | + |
| 18 | +use arrow_array::builder::{FixedSizeListBuilder, Int64Builder, ListBuilder}; |
| 19 | +use arrow_array::{Array, RecordBatch}; |
| 20 | +use arrow_json::LineDelimitedWriter; |
| 21 | +use arrow_schema::{DataType, Field, Schema}; |
| 22 | +use criterion::{Criterion, Throughput, criterion_group, criterion_main}; |
| 23 | +use std::sync::Arc; |
| 24 | + |
| 25 | +const ROWS: usize = 1 << 17; // 128K rows |
| 26 | +const LIST_SHORT_ELEMENTS: usize = 5; |
| 27 | +const LIST_LONG_ELEMENTS: usize = 100; |
| 28 | + |
| 29 | +fn build_list_batch(rows: usize, elements: usize) -> RecordBatch { |
| 30 | + let mut list_builder = ListBuilder::new(Int64Builder::new()); |
| 31 | + for row in 0..rows { |
| 32 | + for i in 0..elements { |
| 33 | + list_builder.values().append_value((row + i) as i64); |
| 34 | + } |
| 35 | + list_builder.append(true); |
| 36 | + } |
| 37 | + let list_array = list_builder.finish(); |
| 38 | + |
| 39 | + let schema = Arc::new(Schema::new(vec![Field::new( |
| 40 | + "list", |
| 41 | + DataType::List(Arc::new(Field::new_list_field(DataType::Int64, false))), |
| 42 | + false, |
| 43 | + )])); |
| 44 | + |
| 45 | + RecordBatch::try_new(schema, vec![Arc::new(list_array)]).unwrap() |
| 46 | +} |
| 47 | + |
| 48 | +fn bench_write_list(c: &mut Criterion) { |
| 49 | + let short_batch = build_list_batch(ROWS, LIST_SHORT_ELEMENTS); |
| 50 | + let long_batch = build_list_batch(ROWS, LIST_LONG_ELEMENTS); |
| 51 | + |
| 52 | + let mut group = c.benchmark_group("write_list_i64"); |
| 53 | + // Short lists: tests per-list overhead (few elements per row) |
| 54 | + group.throughput(Throughput::Elements(ROWS as u64)); |
| 55 | + group.bench_function("short", |b| { |
| 56 | + b.iter(|| { |
| 57 | + let mut buf = Vec::with_capacity(ROWS * LIST_SHORT_ELEMENTS * 8); |
| 58 | + let mut writer = LineDelimitedWriter::new(&mut buf); |
| 59 | + writer.write(&short_batch).unwrap(); |
| 60 | + writer.finish().unwrap(); |
| 61 | + buf |
| 62 | + }) |
| 63 | + }); |
| 64 | + |
| 65 | + // Long lists: tests child element encode throughput (many elements per row) |
| 66 | + group.bench_function("long", |b| { |
| 67 | + b.iter(|| { |
| 68 | + let mut buf = Vec::with_capacity(ROWS * LIST_LONG_ELEMENTS * 8); |
| 69 | + let mut writer = LineDelimitedWriter::new(&mut buf); |
| 70 | + writer.write(&long_batch).unwrap(); |
| 71 | + writer.finish().unwrap(); |
| 72 | + buf |
| 73 | + }) |
| 74 | + }); |
| 75 | + |
| 76 | + group.finish(); |
| 77 | +} |
| 78 | + |
| 79 | +fn build_fixed_size_list_batch(rows: usize, elements: usize) -> RecordBatch { |
| 80 | + let mut builder = FixedSizeListBuilder::new(Int64Builder::new(), elements as i32); |
| 81 | + for row in 0..rows { |
| 82 | + for i in 0..elements { |
| 83 | + builder.values().append_value((row + i) as i64); |
| 84 | + } |
| 85 | + builder.append(true); |
| 86 | + } |
| 87 | + let fsl_array = builder.finish(); |
| 88 | + |
| 89 | + let schema = Arc::new(Schema::new(vec![Field::new( |
| 90 | + "fixed_size_list", |
| 91 | + fsl_array.data_type().clone(), |
| 92 | + false, |
| 93 | + )])); |
| 94 | + |
| 95 | + RecordBatch::try_new(schema, vec![Arc::new(fsl_array)]).unwrap() |
| 96 | +} |
| 97 | + |
| 98 | +fn bench_write_fixed_size_list(c: &mut Criterion) { |
| 99 | + let short_batch = build_fixed_size_list_batch(ROWS, LIST_SHORT_ELEMENTS); |
| 100 | + let long_batch = build_fixed_size_list_batch(ROWS, LIST_LONG_ELEMENTS); |
| 101 | + |
| 102 | + let mut group = c.benchmark_group("write_fixed_size_list_i64"); |
| 103 | + group.throughput(Throughput::Elements(ROWS as u64)); |
| 104 | + |
| 105 | + group.bench_function("short", |b| { |
| 106 | + b.iter(|| { |
| 107 | + let mut buf = Vec::with_capacity(ROWS * LIST_SHORT_ELEMENTS * 8); |
| 108 | + let mut writer = LineDelimitedWriter::new(&mut buf); |
| 109 | + writer.write(&short_batch).unwrap(); |
| 110 | + writer.finish().unwrap(); |
| 111 | + buf |
| 112 | + }) |
| 113 | + }); |
| 114 | + |
| 115 | + group.bench_function("long", |b| { |
| 116 | + b.iter(|| { |
| 117 | + let mut buf = Vec::with_capacity(ROWS * LIST_LONG_ELEMENTS * 8); |
| 118 | + let mut writer = LineDelimitedWriter::new(&mut buf); |
| 119 | + writer.write(&long_batch).unwrap(); |
| 120 | + writer.finish().unwrap(); |
| 121 | + buf |
| 122 | + }) |
| 123 | + }); |
| 124 | + |
| 125 | + group.finish(); |
| 126 | +} |
| 127 | + |
| 128 | +criterion_group!(benches, bench_write_list, bench_write_fixed_size_list); |
| 129 | +criterion_main!(benches); |
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