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Copy pathfile_reader_test.go
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file_reader_test.go
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// 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 file_test
import (
"bytes"
"context"
"crypto/rand"
"encoding/binary"
"fmt"
"io"
"os"
"path"
"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/internal/utils"
"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/internal/encoding"
format "github.com/apache/arrow/go/v18/parquet/internal/gen-go/parquet"
"github.com/apache/arrow/go/v18/parquet/internal/thrift"
"github.com/apache/arrow/go/v18/parquet/metadata"
"github.com/apache/arrow/go/v18/parquet/pqarrow"
"github.com/apache/arrow/go/v18/parquet/schema"
libthrift "github.com/apache/thrift/lib/go/thrift"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"github.com/stretchr/testify/suite"
)
func getDummyStats(statSize int, fillAll bool) *format.Statistics {
statBytes := make([]byte, statSize)
memory.Set(statBytes, 1)
ret := format.NewStatistics()
ret.Max = statBytes
if fillAll {
ret.Min = statBytes
ret.NullCount = libthrift.Int64Ptr(42)
ret.DistinctCount = libthrift.Int64Ptr(1)
}
return ret
}
func checkStatistics(t *testing.T, stats format.Statistics, actual metadata.EncodedStatistics) {
if stats.IsSetMax() {
assert.Equal(t, stats.Max, actual.Max)
}
if stats.IsSetMin() {
assert.Equal(t, stats.Min, actual.Min)
}
if stats.IsSetNullCount() {
assert.Equal(t, stats.GetNullCount(), actual.NullCount)
}
if stats.IsSetDistinctCount() {
assert.Equal(t, stats.GetDistinctCount(), actual.DistinctCount)
}
}
type testReader struct {
*bytes.Reader
}
// ReadAt for testReader returns io.EOF when off + len(b) is exactly the length of the underlying input source.
func (tr testReader) ReadAt(b []byte, off int64) (int, error) {
n, err := tr.Reader.ReadAt(b, off)
if err == nil && (int64(n)+off == tr.Size()) {
return n, io.EOF
}
return n, err
}
type PageSerdeSuite struct {
suite.Suite
sink *encoding.BufferWriter
buffer *memory.Buffer
pageHdr format.PageHeader
dataPageHdr format.DataPageHeader
dataPageHdrV2 format.DataPageHeaderV2
pageReader file.PageReader
}
func TestFileDeserializing(t *testing.T) {
t.Parallel()
suite.Run(t, new(PageSerdeSuite))
}
func (p *PageSerdeSuite) ResetStream() {
p.sink = encoding.NewBufferWriter(0, memory.DefaultAllocator)
}
func (p *PageSerdeSuite) EndStream() {
p.buffer = p.sink.Finish()
}
func (p *PageSerdeSuite) SetupTest() {
p.dataPageHdr.Encoding = format.Encoding_PLAIN
p.dataPageHdr.DefinitionLevelEncoding = format.Encoding_RLE
p.dataPageHdr.RepetitionLevelEncoding = format.Encoding_RLE
p.ResetStream()
}
func (p *PageSerdeSuite) InitSerializedPageReader(nrows int64, codec compress.Compression) {
p.EndStream()
p.pageReader, _ = file.NewPageReader(utils.NewBufferedReader(bytes.NewReader(p.buffer.Bytes()), p.buffer.Len()), nrows, codec, memory.DefaultAllocator, nil)
}
func (p *PageSerdeSuite) WriteDataPageHeader(maxSerialized int, uncompressed, compressed int32) {
// simplifying writing serialized data page headers which may or may
// not have meaningful data associated with them
p.pageHdr.DataPageHeader = &p.dataPageHdr
p.pageHdr.UncompressedPageSize = uncompressed
p.pageHdr.CompressedPageSize = compressed
p.pageHdr.Type = format.PageType_DATA_PAGE
serializer := thrift.NewThriftSerializer()
p.NotPanics(func() {
serializer.Serialize(&p.pageHdr, p.sink, nil)
})
}
func (p *PageSerdeSuite) WriteDataPageHeaderV2(maxSerialized int, uncompressed, compressed int32) {
p.pageHdr.DataPageHeaderV2 = &p.dataPageHdrV2
p.pageHdr.UncompressedPageSize = uncompressed
p.pageHdr.CompressedPageSize = compressed
p.pageHdr.Type = format.PageType_DATA_PAGE_V2
serializer := thrift.NewThriftSerializer()
p.NotPanics(func() {
serializer.Serialize(&p.pageHdr, p.sink, nil)
})
}
func (p *PageSerdeSuite) CheckDataPageHeader(expected format.DataPageHeader, page file.Page) {
p.Equal(format.PageType_DATA_PAGE, page.Type())
p.IsType(&file.DataPageV1{}, page)
p.Equal(expected.NumValues, page.NumValues())
p.Equal(expected.Encoding, page.Encoding())
p.EqualValues(expected.DefinitionLevelEncoding, page.(*file.DataPageV1).DefinitionLevelEncoding())
p.EqualValues(expected.RepetitionLevelEncoding, page.(*file.DataPageV1).RepetitionLevelEncoding())
checkStatistics(p.T(), *expected.Statistics, page.(file.DataPage).Statistics())
}
func (p *PageSerdeSuite) CheckDataPageHeaderV2(expected format.DataPageHeaderV2, page file.Page) {
p.Equal(format.PageType_DATA_PAGE_V2, page.Type())
p.IsType(&file.DataPageV2{}, page)
p.Equal(expected.NumValues, page.NumValues())
p.Equal(expected.Encoding, page.Encoding())
p.Equal(expected.NumNulls, page.(*file.DataPageV2).NumNulls())
p.Equal(expected.DefinitionLevelsByteLength, page.(*file.DataPageV2).DefinitionLevelByteLen())
p.Equal(expected.RepetitionLevelsByteLength, page.(*file.DataPageV2).RepetitionLevelByteLen())
p.Equal(expected.IsCompressed, page.(*file.DataPageV2).IsCompressed())
checkStatistics(p.T(), *expected.Statistics, page.(file.DataPage).Statistics())
}
func (p *PageSerdeSuite) TestDataPageV1() {
const (
statsSize = 512
nrows = 4444
)
p.dataPageHdr.Statistics = getDummyStats(statsSize, true)
p.dataPageHdr.NumValues = nrows
p.WriteDataPageHeader(1024, 0, 0)
p.InitSerializedPageReader(nrows, compress.Codecs.Uncompressed)
p.True(p.pageReader.Next())
currentPage := p.pageReader.Page()
p.CheckDataPageHeader(p.dataPageHdr, currentPage)
}
func (p *PageSerdeSuite) TestDataPageV2() {
const (
statsSize = 512
nrows = 4444
)
p.dataPageHdrV2.Statistics = getDummyStats(statsSize, true)
p.dataPageHdrV2.NumValues = nrows
p.WriteDataPageHeaderV2(1024, 0, 0)
p.InitSerializedPageReader(nrows, compress.Codecs.Uncompressed)
p.True(p.pageReader.Next())
p.CheckDataPageHeaderV2(p.dataPageHdrV2, p.pageReader.Page())
}
func (p *PageSerdeSuite) TestLargePageHeaders() {
const (
statsSize = 256 * 1024 // 256KB
nrows = 4141
maxHeaderSize = 512 * 1024 // 512KB
)
p.dataPageHdr.Statistics = getDummyStats(statsSize, false)
p.dataPageHdr.NumValues = nrows
p.WriteDataPageHeader(maxHeaderSize, 0, 0)
pos, err := p.sink.Seek(0, io.SeekCurrent)
p.NoError(err)
p.GreaterOrEqual(maxHeaderSize, int(pos))
p.LessOrEqual(statsSize, int(pos))
p.GreaterOrEqual(16*1024*1024, int(pos))
p.InitSerializedPageReader(nrows, compress.Codecs.Uncompressed)
p.True(p.pageReader.Next())
p.CheckDataPageHeader(p.dataPageHdr, p.pageReader.Page())
}
func (p *PageSerdeSuite) TestFailLargePageHeaders() {
const (
statsSize = 256 * 1024 // 256KB
nrows = 1337 // dummy value
maxHeaderSize = 512 * 1024 // 512 KB
smallerMaxSize = 128 * 1024 // 128KB
)
p.dataPageHdr.Statistics = getDummyStats(statsSize, false)
p.WriteDataPageHeader(maxHeaderSize, 0, 0)
pos, err := p.sink.Seek(0, io.SeekCurrent)
p.NoError(err)
p.GreaterOrEqual(maxHeaderSize, int(pos))
p.LessOrEqual(smallerMaxSize, int(pos))
p.InitSerializedPageReader(nrows, compress.Codecs.Uncompressed)
p.pageReader.SetMaxPageHeaderSize(smallerMaxSize)
p.NotPanics(func() { p.False(p.pageReader.Next()) })
p.Error(p.pageReader.Err())
}
func (p *PageSerdeSuite) TestCompression() {
codecs := []compress.Compression{
compress.Codecs.Snappy,
compress.Codecs.Brotli,
compress.Codecs.Gzip,
// compress.Codecs.Lz4, // not yet implemented
compress.Codecs.Zstd,
}
const (
nrows = 32 // dummy value
npages = 10
)
p.dataPageHdr.NumValues = nrows
fauxData := make([][]byte, npages)
for idx := range fauxData {
// each page is larger
fauxData[idx] = make([]byte, (idx+1)*64)
rand.Read(fauxData[idx])
}
for _, c := range codecs {
p.Run(c.String(), func() {
codec, _ := compress.GetCodec(c)
for _, data := range fauxData {
maxCompressed := codec.CompressBound(int64(len(data)))
buffer := make([]byte, maxCompressed)
buffer = codec.Encode(buffer, data)
p.WriteDataPageHeader(1024, int32(len(data)), int32(len(buffer)))
_, err := p.sink.Write(buffer)
p.NoError(err)
}
p.InitSerializedPageReader(nrows*npages, c)
for _, data := range fauxData {
p.True(p.pageReader.Next())
page := p.pageReader.Page()
p.IsType(&file.DataPageV1{}, page)
p.Equal(data, page.Data())
}
p.ResetStream()
})
}
}
func TestWithEOFReader(t *testing.T) {
root, _ := schema.NewGroupNode("schema", parquet.Repetitions.Repeated, schema.FieldList{
schema.NewInt32Node("int_col", parquet.Repetitions.Required, -1)}, -1)
props := parquet.NewWriterProperties(parquet.WithVersion(parquet.V2_LATEST))
var buf bytes.Buffer
wr := file.NewParquetWriter(&buf, root, file.WithWriterProps(props))
require.NoError(t, wr.Close())
r := bytes.NewReader(buf.Bytes())
_, err := file.NewParquetReader(testReader{Reader: r})
assert.NoError(t, err)
}
func TestInvalidHeaders(t *testing.T) {
badHeader := []byte("PAR2")
_, err := file.NewParquetReader(bytes.NewReader(badHeader))
assert.Error(t, err)
}
func TestInvalidFooter(t *testing.T) {
// file is smaller than FOOTER_SIZE
badFile := []byte("PAR1PAR")
_, err := file.NewParquetReader(bytes.NewReader(badFile))
assert.Error(t, err)
// Magic Number Incorrect
badFile2 := []byte("PAR1PAR2")
_, err = file.NewParquetReader(bytes.NewReader(badFile2))
assert.Error(t, err)
}
func TestIncompleteMetadata(t *testing.T) {
sink := encoding.NewBufferWriter(0, memory.DefaultAllocator)
magic := []byte("PAR1")
sink.Write(magic)
sink.Write(make([]byte, 10))
const metadataLen = 24
binary.Write(sink, binary.LittleEndian, uint32(metadataLen))
sink.Write(magic)
buf := sink.Finish()
defer buf.Release()
_, err := file.NewParquetReader(bytes.NewReader(buf.Bytes()))
assert.Error(t, err)
}
func TestDeltaLengthByteArrayPackingWithNulls(t *testing.T) {
// produce file with DeltaLengthByteArray Encoding with mostly null values but one actual value.
root, _ := schema.NewGroupNode("schema", parquet.Repetitions.Repeated, schema.FieldList{
schema.NewByteArrayNode("byte_array_col", parquet.Repetitions.Optional, -1),
}, -1)
props := parquet.NewWriterProperties(parquet.WithVersion(parquet.V2_LATEST),
parquet.WithEncoding(parquet.Encodings.DeltaLengthByteArray), parquet.WithDictionaryDefault(false))
sink := encoding.NewBufferWriter(0, memory.DefaultAllocator)
writer := file.NewParquetWriter(sink, root, file.WithWriterProps(props))
rgw := writer.AppendRowGroup()
ccw, err := rgw.NextColumn()
assert.NoError(t, err)
const elements = 500
data := make([]parquet.ByteArray, elements)
data[0] = parquet.ByteArray{1, 2, 3, 4, 5, 6, 7, 8}
defLvls := make([]int16, elements)
repLvls := make([]int16, elements)
defLvls[0] = 1
_, err = ccw.(*file.ByteArrayColumnChunkWriter).WriteBatch(data, defLvls, repLvls)
assert.NoError(t, err)
assert.NoError(t, ccw.Close())
assert.NoError(t, rgw.Close())
assert.NoError(t, writer.Close())
buf := sink.Finish()
defer buf.Release()
// read file back in
reader, err := file.NewParquetReader(bytes.NewReader(buf.Bytes()))
assert.NoError(t, err)
defer reader.Close()
ccr, err := reader.RowGroup(0).Column(0)
assert.NoError(t, err)
const batchSize = 500
for ccr.HasNext() {
readData := make([]parquet.ByteArray, batchSize)
readdevLvls := make([]int16, batchSize)
readrepLvls := make([]int16, batchSize)
cr := ccr.(*file.ByteArrayColumnChunkReader)
total, read, err := cr.ReadBatch(batchSize, readData, readdevLvls, readrepLvls)
assert.NoError(t, err)
assert.Equal(t, int64(batchSize), total)
assert.Equal(t, 1, read)
assert.Equal(t, data[0], readData[0])
assert.NotNil(t, readData[0])
}
}
func TestRleBooleanEncodingFileRead(t *testing.T) {
dir := os.Getenv("PARQUET_TEST_DATA")
if dir == "" {
t.Skip("no path supplied with PARQUET_TEST_DATA")
}
assert.DirExists(t, dir)
props := parquet.NewReaderProperties(memory.DefaultAllocator)
fileReader, err := file.OpenParquetFile(path.Join(dir, "rle_boolean_encoding.parquet"),
false, file.WithReadProps(props))
require.NoError(t, err)
defer fileReader.Close()
assert.Equal(t, 1, fileReader.NumRowGroups())
rgr := fileReader.RowGroup(0)
assert.EqualValues(t, 68, rgr.NumRows())
rdr, err := rgr.Column(0)
require.NoError(t, err)
brdr := rdr.(*file.BooleanColumnChunkReader)
values := make([]bool, 68)
defLvls, repLvls := make([]int16, 68), make([]int16, 68)
total, read, err := brdr.ReadBatch(68, values, defLvls, repLvls)
require.NoError(t, err)
assert.EqualValues(t, 68, total)
md, err := rgr.MetaData().ColumnChunk(0)
require.NoError(t, err)
stats, err := md.Statistics()
require.NoError(t, err)
assert.EqualValues(t, total-stats.NullCount(), read)
expected := []bool{
true, false, true, true, false, false,
true, true, true, false, false, true, true,
false, true, true, false, false, true, true,
false, true, true, false, false, true, true,
true, false, false, false, false, true, true,
false, true, true, false, false, true, true,
true, false, false, true, true, false, false,
true, true, true, false, true, true, false,
true, true, false, false, true, true, true,
}
expectedNulls := []int{2, 15, 23, 38, 48, 60}
expectedNullIdx := 0
for i, v := range defLvls {
if expectedNullIdx < len(expectedNulls) && i == expectedNulls[expectedNullIdx] {
assert.Zero(t, v)
expectedNullIdx++
} else {
assert.EqualValues(t, 1, v)
}
}
assert.Equal(t, expected, values[:len(expected)])
}
func TestByteStreamSplitEncodingFileRead(t *testing.T) {
dir := os.Getenv("PARQUET_TEST_DATA")
if dir == "" {
t.Skip("no path supplied with PARQUET_TEST_DATA")
}
require.DirExists(t, dir)
props := parquet.NewReaderProperties(memory.DefaultAllocator)
fileReader, err := file.OpenParquetFile(path.Join(dir, "byte_stream_split_extended.gzip.parquet"),
false, file.WithReadProps(props))
require.NoError(t, err)
defer fileReader.Close()
nRows := 200
nCols := 14
require.Equal(t, 1, fileReader.NumRowGroups())
rgr := fileReader.RowGroup(0)
require.EqualValues(t, nRows, rgr.NumRows())
require.EqualValues(t, nCols, rgr.NumColumns())
// Helper to unpack values from column of a specific type
getValues := func(rdr file.ColumnChunkReader, typ parquet.Type) any {
var (
vals any
total int64
read int
err error
)
switch typ {
case parquet.Types.FixedLenByteArray:
r, ok := rdr.(*file.FixedLenByteArrayColumnChunkReader)
require.True(t, ok)
values := make([]parquet.FixedLenByteArray, nRows)
total, read, err = r.ReadBatch(int64(nRows), values, nil, nil)
vals = values
case parquet.Types.Float:
r, ok := rdr.(*file.Float32ColumnChunkReader)
require.True(t, ok)
values := make([]float32, nRows)
total, read, err = r.ReadBatch(int64(nRows), values, nil, nil)
vals = values
case parquet.Types.Double:
r, ok := rdr.(*file.Float64ColumnChunkReader)
require.True(t, ok)
values := make([]float64, nRows)
total, read, err = r.ReadBatch(int64(nRows), values, nil, nil)
vals = values
case parquet.Types.Int32:
r, ok := rdr.(*file.Int32ColumnChunkReader)
require.True(t, ok)
values := make([]int32, nRows)
total, read, err = r.ReadBatch(int64(nRows), values, nil, nil)
vals = values
case parquet.Types.Int64:
r, ok := rdr.(*file.Int64ColumnChunkReader)
require.True(t, ok)
values := make([]int64, nRows)
total, read, err = r.ReadBatch(int64(nRows), values, nil, nil)
vals = values
default:
t.Fatalf("unrecognized parquet type: %s", typ)
}
require.NoError(t, err)
require.EqualValues(t, nRows, total)
require.EqualValues(t, nRows, read)
return vals
}
// Test conformance against Parquet reference
// Expected structure: https://github.com/apache/parquet-testing/blob/1bf4bd39df2135d132451c281754268f03dc1c0e/data/README.md?plain=1#L358
for i, tc := range []struct {
PhysicalType parquet.Type
LogicalType schema.LogicalType
}{
{
PhysicalType: parquet.Types.FixedLenByteArray,
LogicalType: schema.Float16LogicalType{},
},
{
PhysicalType: parquet.Types.Float,
LogicalType: schema.NoLogicalType{},
},
{
PhysicalType: parquet.Types.Double,
LogicalType: schema.NoLogicalType{},
},
{
PhysicalType: parquet.Types.Int32,
LogicalType: schema.NoLogicalType{},
},
{
PhysicalType: parquet.Types.Int64,
LogicalType: schema.NoLogicalType{},
},
{
PhysicalType: parquet.Types.FixedLenByteArray,
LogicalType: schema.NoLogicalType{},
},
{
PhysicalType: parquet.Types.FixedLenByteArray,
LogicalType: schema.NewDecimalLogicalType(7, 3),
},
} {
t.Run(fmt.Sprintf("(Physical:%s/Logical:%s)", tc.PhysicalType, tc.LogicalType), func(t *testing.T) {
// Iterate through pairs of adjacent columns
colIdx := 2 * i
// Read Plain-encoded column
rdrPlain, err := rgr.Column(colIdx)
require.NoError(t, err)
// Read ByteStreamSplit-encoded column
rdrByteStreamSplit, err := rgr.Column(colIdx + 1)
require.NoError(t, err)
// Logical types match
require.True(t, rdrPlain.Descriptor().LogicalType().Equals(tc.LogicalType))
require.True(t, rdrByteStreamSplit.Descriptor().LogicalType().Equals(tc.LogicalType))
// Decoded values match
valuesPlain := getValues(rdrPlain, tc.PhysicalType)
valuesByteStreamSplit := getValues(rdrByteStreamSplit, tc.PhysicalType)
require.Equal(t, valuesPlain, valuesByteStreamSplit)
})
}
}
func TestDeltaBinaryPackedMultipleBatches(t *testing.T) {
size := 10
batchSize := size / 2 // write 2 batches
// Define the schema for the test data
fields := []arrow.Field{
{Name: "int64", Type: arrow.PrimitiveTypes.Int64, Nullable: true},
}
schema := arrow.NewSchema(fields, nil)
// Create a record batch with the test data
b := array.NewRecordBuilder(memory.DefaultAllocator, schema)
defer b.Release()
for i := 0; i < size; i++ {
b.Field(0).(*array.Int64Builder).Append(int64(i))
}
rec := b.NewRecord()
defer rec.Release()
// Write the data to Parquet using the file writer
props := parquet.NewWriterProperties(
parquet.WithDictionaryDefault(false),
parquet.WithEncoding(parquet.Encodings.DeltaBinaryPacked))
writerProps := pqarrow.DefaultWriterProps()
var buf bytes.Buffer
pw, err := pqarrow.NewFileWriter(schema, &buf, props, writerProps)
require.NoError(t, err)
require.NoError(t, pw.Write(rec))
require.NoError(t, pw.Close())
// Read the data back from the Parquet file
reader, err := file.NewParquetReader(bytes.NewReader(buf.Bytes()))
require.NoError(t, err)
defer reader.Close()
pr, err := pqarrow.NewFileReader(reader, pqarrow.ArrowReadProperties{BatchSize: int64(batchSize)}, memory.DefaultAllocator)
require.NoError(t, err)
rr, err := pr.GetRecordReader(context.Background(), nil, nil)
require.NoError(t, err)
totalRows := 0
for rr.Next() {
rec := rr.Record()
for i := 0; i < int(rec.NumRows()); i++ {
col := rec.Column(0).(*array.Int64)
val := col.Value(i)
require.Equal(t, val, int64(totalRows+i))
}
totalRows += int(rec.NumRows())
}
require.Equalf(t, size, totalRows, "Expected %d rows, but got %d rows", size, totalRows)
}
// Test read file lz4_raw_compressed.parquet
// Contents documented at https://github.com/apache/parquet-testing/commit/ddd898958803cb89b7156c6350584d1cda0fe8de
func TestLZ4RawFileRead(t *testing.T) {
dir := os.Getenv("PARQUET_TEST_DATA")
if dir == "" {
t.Skip("no path supplied with PARQUET_TEST_DATA")
}
require.DirExists(t, dir)
props := parquet.NewReaderProperties(memory.DefaultAllocator)
fileReader, err := file.OpenParquetFile(path.Join(dir, "lz4_raw_compressed.parquet"),
false, file.WithReadProps(props))
require.NoError(t, err)
defer fileReader.Close()
nRows := 4
nCols := 3
require.Equal(t, 1, fileReader.NumRowGroups())
rgr := fileReader.RowGroup(0)
require.EqualValues(t, nRows, rgr.NumRows())
require.EqualValues(t, nCols, rgr.NumColumns())
rdr, err := rgr.Column(0)
require.NoError(t, err)
rowsInt64, ok := rdr.(*file.Int64ColumnChunkReader)
require.True(t, ok)
valsInt64 := make([]int64, nRows)
total, read, err := rowsInt64.ReadBatch(int64(nRows), valsInt64, nil, nil)
require.NoError(t, err)
require.Equal(t, int64(nRows), total)
require.Equal(t, nRows, read)
expectedValsInt64 := []int64{
1593604800,
1593604800,
1593604801,
1593604801,
}
require.Equal(t, expectedValsInt64, valsInt64)
rdr, err = rgr.Column(1)
require.NoError(t, err)
rowsByteArray, ok := rdr.(*file.ByteArrayColumnChunkReader)
require.True(t, ok)
valsByteArray := make([]parquet.ByteArray, nRows)
total, read, err = rowsByteArray.ReadBatch(int64(nRows), valsByteArray, nil, nil)
require.NoError(t, err)
require.Equal(t, int64(nRows), total)
require.Equal(t, nRows, read)
expectedValsByteArray := []parquet.ByteArray{
[]byte("abc"),
[]byte("def"),
[]byte("abc"),
[]byte("def"),
}
require.Equal(t, expectedValsByteArray, valsByteArray)
rdr, err = rgr.Column(2)
require.NoError(t, err)
rowsFloat64, ok := rdr.(*file.Float64ColumnChunkReader)
require.True(t, ok)
valsFloat64 := make([]float64, nRows)
total, read, err = rowsFloat64.ReadBatch(int64(nRows), valsFloat64, nil, nil)
require.NoError(t, err)
require.Equal(t, int64(nRows), total)
require.Equal(t, nRows, read)
expectedValsFloat64 := []float64{
42.0,
7.7,
42.125,
7.7,
}
require.Equal(t, expectedValsFloat64, valsFloat64)
}
// Test read file lz4_raw_compressed_larger.parquet
// Contents documented at https://github.com/apache/parquet-testing/commit/ddd898958803cb89b7156c6350584d1cda0fe8de
func TestLZ4RawLargerFileRead(t *testing.T) {
dir := os.Getenv("PARQUET_TEST_DATA")
if dir == "" {
t.Skip("no path supplied with PARQUET_TEST_DATA")
}
require.DirExists(t, dir)
props := parquet.NewReaderProperties(memory.DefaultAllocator)
fileReader, err := file.OpenParquetFile(path.Join(dir, "lz4_raw_compressed_larger.parquet"),
false, file.WithReadProps(props))
require.NoError(t, err)
defer fileReader.Close()
nRows := 10000
nCols := 1
require.Equal(t, 1, fileReader.NumRowGroups())
rgr := fileReader.RowGroup(0)
require.EqualValues(t, nRows, rgr.NumRows())
require.EqualValues(t, nCols, rgr.NumColumns())
rdr, err := rgr.Column(0)
require.NoError(t, err)
rows, ok := rdr.(*file.ByteArrayColumnChunkReader)
require.True(t, ok)
vals := make([]parquet.ByteArray, nRows)
total, read, err := rows.ReadBatch(int64(nRows), vals, nil, nil)
require.NoError(t, err)
require.Equal(t, int64(nRows), total)
require.Equal(t, nRows, read)
expectedValsHead := []parquet.ByteArray{
[]byte("c7ce6bef-d5b0-4863-b199-8ea8c7fb117b"),
[]byte("e8fb9197-cb9f-4118-b67f-fbfa65f61843"),
[]byte("885136e1-0aa1-4fdb-8847-63d87b07c205"),
[]byte("ce7b2019-8ebe-4906-a74d-0afa2409e5df"),
[]byte("a9ee2527-821b-4b71-a926-03f73c3fc8b7"),
}
require.Equal(t, expectedValsHead, vals[:len(expectedValsHead)])
}