Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
24 changes: 19 additions & 5 deletions parquet/pqarrow/column_readers.go
Original file line number Diff line number Diff line change
Expand Up @@ -295,12 +295,19 @@ func (sr *structReader) GetRepLevels() ([]int16, error) {
}

func (sr *structReader) SeekToRow(rowIdx int64) error {
var g errgroup.Group
if !sr.props.Parallel {
g.SetLimit(1)
var firstErr error
for _, rdr := range sr.children {
if err := rdr.SeekToRow(rowIdx); err != nil && firstErr == nil {
firstErr = err
}
}
return firstErr
}

var g errgroup.Group
for _, rdr := range sr.children {
rdr := rdr
g.Go(func() error {
return rdr.SeekToRow(rowIdx)
})
Expand All @@ -310,14 +317,21 @@ func (sr *structReader) SeekToRow(rowIdx int64) error {
}

func (sr *structReader) LoadBatch(nrecords int64) error {
if !sr.props.Parallel {
var firstErr error
for _, rdr := range sr.children {
if err := rdr.LoadBatch(nrecords); err != nil && firstErr == nil {
firstErr = err
}
}
return firstErr
}

// Load batches in parallel
// When reading structs with large numbers of columns, the serial load is very slow.
// This is especially true when reading Cloud Storage. Loading concurrently
// greatly improves performance.
g := new(errgroup.Group)
if !sr.props.Parallel {
g.SetLimit(1)
}
for _, rdr := range sr.children {
rdr := rdr
g.Go(func() error {
Expand Down
131 changes: 131 additions & 0 deletions parquet/pqarrow/struct_reader_bench_test.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,131 @@
// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you 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.

package pqarrow_test

import (
"bytes"
"context"
"fmt"
"testing"

"github.com/apache/arrow-go/v18/arrow"
"github.com/apache/arrow-go/v18/arrow/array"
"github.com/apache/arrow-go/v18/arrow/memory"
"github.com/apache/arrow-go/v18/parquet"
"github.com/apache/arrow-go/v18/parquet/compress"
"github.com/apache/arrow-go/v18/parquet/file"
"github.com/apache/arrow-go/v18/parquet/pqarrow"
)

func BenchmarkReadNestedStructSerial(b *testing.B) {
const (
nrows = 1024
rowGroupSize = 64
)

for _, nchildren := range []int{1, 8, 32, 128} {
b.Run(fmt.Sprintf("children=%d", nchildren), func(b *testing.B) {
mem := memory.DefaultAllocator
tbl := makeWideNestedInt32Table(mem, nchildren, nrows)
defer tbl.Release()

var buf bytes.Buffer
writerProps := parquet.NewWriterProperties(parquet.WithCompression(compress.Codecs.Uncompressed))
if err := pqarrow.WriteTable(tbl, &buf, rowGroupSize, writerProps, pqarrow.DefaultWriterProps()); err != nil {
b.Fatal(err)
}
parquetData := buf.Bytes()

pf, err := file.NewParquetReader(bytes.NewReader(parquetData))
if err != nil {
b.Fatal(err)
}
defer pf.Close()

reader, err := pqarrow.NewFileReader(pf, pqarrow.ArrowReadProperties{
BatchSize: nrows,
Parallel: false,
}, mem)
if err != nil {
b.Fatal(err)
}

rowGroups := make([]int, nrows/rowGroupSize)
for i := range rowGroups {
rowGroups[i] = i
}
includedLeaves := make(map[int]bool, nchildren)
for i := 0; i < nchildren; i++ {
includedLeaves[i] = true
}
fieldReader, err := reader.GetFieldReader(context.Background(), 0, includedLeaves, rowGroups)
if err != nil {
b.Fatal(err)
}
defer fieldReader.Release()

b.ReportAllocs()
b.SetBytes(int64(len(parquetData)))
b.ResetTimer()
for range b.N {
if err := fieldReader.SeekToRow(0); err != nil {
b.Fatal(err)
}
out, err := fieldReader.NextBatch(nrows)
if err != nil {
b.Fatal(err)
}
out.Release()
}
})
}
}

func makeWideNestedInt32Table(mem memory.Allocator, nchildren, nrows int) arrow.Table {
childFields := make([]arrow.Field, nchildren)
for i := range childFields {
childFields[i] = arrow.Field{
Name: fmt.Sprintf("child_%d", i),
Type: arrow.PrimitiveTypes.Int32,
}
}

structType := arrow.StructOf(childFields...)
schema := arrow.NewSchema([]arrow.Field{{Name: "nested", Type: structType}}, nil)
builder := array.NewStructBuilder(mem, structType)
defer builder.Release()

valid := make([]bool, nrows)
values := make([]int32, nrows)
for i := range valid {
valid[i] = true
values[i] = int32(i)
}
builder.AppendValues(valid)
for i := 0; i < nchildren; i++ {
builder.FieldBuilder(i).(*array.Int32Builder).AppendValues(values, nil)
}

arr := builder.NewStructArray()
chunked := arrow.NewChunked(structType, []arrow.Array{arr})
column := arrow.NewColumn(schema.Field(0), chunked)
table := array.NewTable(schema, []arrow.Column{*column}, int64(nrows))
column.Release()
chunked.Release()
arr.Release()
return table
}
120 changes: 120 additions & 0 deletions parquet/pqarrow/struct_reader_test.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,120 @@
// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you 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.

package pqarrow

import (
"errors"
"testing"

"github.com/apache/arrow-go/v18/arrow"
"github.com/stretchr/testify/require"
)

type structReaderTestChild struct {
name string
events *[]string
seekRow int64
batchSize int64
seekErr error
loadErr error
}

func (r *structReaderTestChild) LoadBatch(nrecords int64) error {
*r.events = append(*r.events, r.name)
r.batchSize = nrecords
return r.loadErr
}

func (r *structReaderTestChild) BuildArray(int64) (*arrow.Chunked, error) { return nil, nil }

func (r *structReaderTestChild) GetDefLevels() ([]int16, error) { return nil, nil }

func (r *structReaderTestChild) GetRepLevels() ([]int16, error) { return nil, nil }

func (r *structReaderTestChild) Field() *arrow.Field {
return &arrow.Field{Name: r.name, Type: arrow.PrimitiveTypes.Int32}
}

func (r *structReaderTestChild) SeekToRow(row int64) error {
*r.events = append(*r.events, r.name)
r.seekRow = row
return r.seekErr
}

func (r *structReaderTestChild) IsOrHasRepeatedChild() bool { return false }

func (r *structReaderTestChild) Retain() {}

func (r *structReaderTestChild) Release() {}

func TestStructReaderSerialOperationsVisitEveryChild(t *testing.T) {
seekErr := errors.New("seek failed")
loadErr := errors.New("load failed")

tests := []struct {
name string
call func(*structReader) error
expectedErr error
check func(*testing.T, []*structReaderTestChild)
}{
{
name: "seek to row",
call: func(reader *structReader) error { return reader.SeekToRow(42) },
expectedErr: seekErr,
check: func(t *testing.T, children []*structReaderTestChild) {
for _, child := range children {
require.Equal(t, int64(42), child.seekRow)
}
},
},
{
name: "load batch",
call: func(reader *structReader) error { return reader.LoadBatch(128) },
expectedErr: loadErr,
check: func(t *testing.T, children []*structReaderTestChild) {
for _, child := range children {
require.Equal(t, int64(128), child.batchSize)
}
},
},
}

for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
events := make([]string, 0, 3)
children := []*structReaderTestChild{
{name: "first", events: &events},
{name: "second", events: &events, seekErr: seekErr, loadErr: loadErr},
{name: "third", events: &events, seekErr: errors.New("later seek failed"), loadErr: errors.New("later load failed")},
}

readers := make([]*ColumnReader, len(children))
for i, child := range children {
readers[i] = &ColumnReader{colReaderImpl: child}
}

reader := &structReader{children: readers}
err := tt.call(reader)

require.ErrorIs(t, err, tt.expectedErr, "the first child error should be returned")
require.Equal(t, []string{"first", "second", "third"}, events)
tt.check(t, children)
})
}
}

var _ colReaderImpl = (*structReaderTestChild)(nil)
Loading