diff --git aa/native/engine/benches/hyperbolic_expressions.rs bb/native/engine/benches/hyperbolic_expressions.rs index d04c14a0..3298fcfa 100644 --- aa/native/engine/benches/hyperbolic_expressions.rs +++ bb/native/engine/benches/hyperbolic_expressions.rs @@ -1,5 +1,8 @@ //! Production Calc evaluation against frozen Java 17 Math output bits. -use arrow::array::{Array, ArrayRef, Float64Array, RecordBatch}; +use arrow::array::{ + Array, ArrayRef, Float32Array, Float64Array, Int16Array, Int32Array, Int64Array, Int8Array, + RecordBatch, +}; use criterion::{criterion_group, criterion_main, BenchmarkId, Criterion, Throughput}; use std::sync::Arc; use streamfusion::bench::CalcProgram; @@ -113,5 +116,93 @@ fn run(c: &mut Criterion) { group.finish(); } -criterion_group!(benches, run); +fn typed(c: &mut Criterion) { + let oracle: Vec<_> = include_str!("hyperbolic_expressions/java17-typed-oracle.csv") + .lines() + .skip(1) + .map(|line| { + let mut fields = line.split(','); + let name = fields.next().unwrap(); + let bits: Vec<_> = fields + .map(|field| u64::from_str_radix(field, 16).unwrap()) + .collect(); + (name, bits) + }) + .collect(); + let mut group = c.benchmark_group("hyperbolic_typed_expressions"); + for input_type in ["i8", "i16", "i32", "i64", "f32"] { + let references: Vec<_> = oracle.iter().filter(|row| row.0 == input_type).collect(); + for (op, name, column) in [(166, "cosh", 2), (167, "sinh", 3), (168, "tanh", 4)] { + for rows in [0, 16, 1024, 16384] { + for nulls in [false, true] { + for offset in [0, 1, 5] { + let values = (0..rows + offset).map(|i| { + (!(nulls && i % 7 == 0)).then(|| references[i % references.len()].1[0]) + }); + let input: ArrayRef = match input_type { + "i8" => { + Arc::new(Int8Array::from_iter(values.map(|v| v.map(|b| b as i8)))) + } + "i16" => { + Arc::new(Int16Array::from_iter(values.map(|v| v.map(|b| b as i16)))) + } + "i32" => { + Arc::new(Int32Array::from_iter(values.map(|v| v.map(|b| b as i32)))) + } + "i64" => { + Arc::new(Int64Array::from_iter(values.map(|v| v.map(|b| b as i64)))) + } + "f32" => Arc::new(Float32Array::from_iter( + values.map(|v| v.map(|b| f32::from_bits(b as u32))), + )), + _ => unreachable!(), + }; + let batch = + RecordBatch::try_from_iter([("value", input.slice(offset, rows))]) + .unwrap(); + let mut plan = CalcProgram::new( + vec![6, 11, 0], + vec![op, 5, 0], + vec![1, 1, 0], + vec![], + vec![], + vec![], + ); + let output = plan.run(batch.clone()); + let result = output + .column(0) + .as_any() + .downcast_ref::() + .unwrap(); + assert_eq!(result.len(), rows); + for i in 0..rows { + let source = i + offset; + assert_eq!(result.is_null(i), nulls && source % 7 == 0); + if result.is_valid(i) { + assert_eq!( + result.value(i).to_bits(), + references[source % references.len()].1[column], + "{input_type}/{name}, row={i}, offset={offset}" + ); + } + } + let label = + format!("{input_type}/{name}/{rows}/nulls={nulls}/offset={offset}"); + let (output, allocations) = measure(|| plan.run(batch.clone())); + report(&label, batch.columns(), output.columns(), allocations); + group.throughput(Throughput::Elements(rows as u64)); + group.bench_function(BenchmarkId::from_parameter(label), |b| { + b.iter(|| { + std::hint::black_box(plan.run(std::hint::black_box(batch.clone()))) + }); + }); + } + } + } + } + } + group.finish(); +} + +criterion_group!(benches, run, typed); criterion_main!(benches); diff --git a/native/engine/benches/hyperbolic_expressions/TypedHyperbolicOracle.java b/native/engine/benches/hyperbolic_expressions/TypedHyperbolicOracle.java new file mode 100644 --- /dev/null +++ b/native/engine/benches/hyperbolic_expressions/TypedHyperbolicOracle.java @@ -0,0 +1,35 @@ +import java.util.Locale; + +public final class TypedHyperbolicOracle { + private static void emit(String type, long input, double promoted) { + System.out.printf(Locale.ROOT, "%s,%016x,%016x,%016x,%016x,%016x%n", type, input, + Double.doubleToRawLongBits(promoted), Double.doubleToRawLongBits(Math.cosh(promoted)), + Double.doubleToRawLongBits(Math.sinh(promoted)), Double.doubleToRawLongBits(Math.tanh(promoted))); + } + + public static void main(String[] args) { + if (Runtime.version().feature() != 17) { + throw new IllegalStateException("Generate the reference with released Java 17"); + } + System.out.println("type,input_bits,promoted_bits,cosh_bits,sinh_bits,tanh_bits"); + for (String type : new String[] {"i8", "i16", "i32", "i64"}) { + for (long value = -64; value <= 64; value++) emit(type, value, (double) value); + long[] limits = switch (type) { + case "i8" -> new long[] {Byte.MIN_VALUE, Byte.MAX_VALUE}; + case "i16" -> new long[] {Short.MIN_VALUE, Short.MAX_VALUE}; + case "i32" -> new long[] {Integer.MIN_VALUE, Integer.MAX_VALUE}; + default -> new long[] {Long.MIN_VALUE, Long.MAX_VALUE, 9007199254740991L, + 9007199254740992L, 9007199254740993L, -9007199254740993L}; + }; + for (long value : limits) emit(type, value, (double) value); + } + for (int i = -128; i <= 128; i++) { + float value = i * 0.1875f; + emit("f32", Integer.toUnsignedLong(Float.floatToRawIntBits(value)), (double) value); + } + for (int bits : new int[] {0, 0x80000000, 1, 0x80000001, 0x00800000, 0x80800000, + 0x7f7fffff, 0xff7fffff, 0x7f800000, 0xff800000, 0x7fc00000, 0xffc00000}) { + emit("f32", Integer.toUnsignedLong(bits), (double) Float.intBitsToFloat(bits)); + } + } +} diff --git a/native/engine/benches/hyperbolic_expressions/java17-typed-oracle.csv b/native/engine/benches/hyperbolic_expressions/java17-typed-oracle.csv new file mode 100644 --- /dev/null +++ b/native/engine/benches/hyperbolic_expressions/java17-typed-oracle.csv @@ -0,0 +1,798 @@ +type,input_bits,promoted_bits,cosh_bits,sinh_bits,tanh_bits +i8,ffffffffffffffc0,c050000000000000,45a425982cf597cd,c5a425982cf597cd,bff0000000000000 +i8,ffffffffffffffc1,c04f800000000000,458da57de8f107a8,c58da57de8f107a8,bff0000000000000 +i8,ffffffffffffffc2,c04f000000000000,4575d009394c5c28,c575d009394c5c28,bff0000000000000 +i8,ffffffffffffffc3,c04e800000000000,45600c810d464097,c5600c810d464097,bff0000000000000 +i8,ffffffffffffffc4,c04e000000000000,45479dbc9dc53c66,c5479dbc9dc53c66,bff0000000000000 +i8,ffffffffffffffc5,c04d800000000000,453160345c9953e3,c53160345c9953e3,bff0000000000000 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