OP#792 initial commit after fork
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142
internal/s3select/parquet/reader.go
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142
internal/s3select/parquet/reader.go
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// Copyright (c) 2015-2021 MinIO, Inc.
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//
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// This file is part of MinIO Object Storage stack
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//
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// This program is free software: you can redistribute it and/or modify
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// it under the terms of the GNU Affero General Public License as published by
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// the Free Software Foundation, either version 3 of the License, or
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// (at your option) any later version.
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//
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// This program is distributed in the hope that it will be useful
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// but WITHOUT ANY WARRANTY; without even the implied warranty of
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// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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// GNU Affero General Public License for more details.
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//
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// You should have received a copy of the GNU Affero General Public License
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// along with this program. If not, see <http://www.gnu.org/licenses/>.
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package parquet
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import (
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"errors"
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"io"
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"time"
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parquetgo "github.com/fraugster/parquet-go"
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parquettypes "github.com/fraugster/parquet-go/parquet"
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jsonfmt "github.com/minio/minio/internal/s3select/json"
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"github.com/minio/minio/internal/s3select/jstream"
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"github.com/minio/minio/internal/s3select/sql"
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)
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// Reader implements reading records from parquet input.
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type Reader struct {
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io.Closer
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r *parquetgo.FileReader
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}
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// NewParquetReader creates a Reader2 from a io.ReadSeekCloser.
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func NewParquetReader(rsc io.ReadSeekCloser, _ *ReaderArgs) (r *Reader, err error) {
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fr, err := parquetgo.NewFileReader(rsc)
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if err != nil {
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return nil, errParquetParsingError(err)
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}
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return &Reader{Closer: rsc, r: fr}, nil
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}
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func (pr *Reader) Read(dst sql.Record) (rec sql.Record, rerr error) {
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nextRow, err := pr.r.NextRow()
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if err != nil {
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if err == io.EOF {
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return nil, err
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}
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return nil, errParquetParsingError(err)
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}
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kvs := jstream.KVS{}
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for _, col := range pr.r.Columns() {
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var value any
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if v, ok := nextRow[col.FlatName()]; ok {
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value, err = convertFromAnnotation(col.Element(), v)
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if err != nil {
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return nil, errParquetParsingError(err)
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}
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}
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kvs = append(kvs, jstream.KV{Key: col.FlatName(), Value: value})
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}
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// Reuse destination if we can.
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dstRec, ok := dst.(*jsonfmt.Record)
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if !ok {
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dstRec = &jsonfmt.Record{}
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}
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dstRec.SelectFormat = sql.SelectFmtParquet
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dstRec.KVS = kvs
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return dstRec, nil
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}
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// convertFromAnnotation - converts values based on the Parquet column's type
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// annotations. LogicalType annotations if present override the deprecated
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// ConvertedType annotations. Ref:
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// https://github.com/apache/parquet-format/blob/master/LogicalTypes.md
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func convertFromAnnotation(se *parquettypes.SchemaElement, v any) (any, error) {
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if se == nil {
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return v, nil
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}
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var value any
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switch val := v.(type) {
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case []byte:
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// TODO: only strings are supported in s3select output (not
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// binary arrays) - perhaps we need to check the annotation to
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// ensure it's UTF8 encoded.
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value = string(val)
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case [12]byte:
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// TODO: This is returned for the parquet INT96 type. We just
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// treat it same as []byte (but AWS S3 treats it as a large int)
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// - fix this later.
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value = string(val[:])
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case int32:
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value = int64(val)
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if logicalType := se.GetLogicalType(); logicalType != nil {
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if logicalType.IsSetDATE() {
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value = sql.FormatSQLTimestamp(time.Unix(60*60*24*int64(val), 0).UTC())
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}
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} else if se.GetConvertedType() == parquettypes.ConvertedType_DATE {
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value = sql.FormatSQLTimestamp(time.Unix(60*60*24*int64(val), 0).UTC())
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}
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case int64:
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value = val
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if logicalType := se.GetLogicalType(); logicalType != nil {
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if ts := logicalType.GetTIMESTAMP(); ts != nil {
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var duration time.Duration
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// Only support UTC normalized timestamps.
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if ts.IsAdjustedToUTC {
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switch {
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case ts.Unit.IsSetNANOS():
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duration = time.Duration(val) * time.Nanosecond
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case ts.Unit.IsSetMILLIS():
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duration = time.Duration(val) * time.Millisecond
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case ts.Unit.IsSetMICROS():
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duration = time.Duration(val) * time.Microsecond
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default:
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return nil, errors.New("Invalid LogicalType annotation found")
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}
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value = sql.FormatSQLTimestamp(time.Unix(0, 0).Add(duration))
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}
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} else if se.GetConvertedType() == parquettypes.ConvertedType_TIMESTAMP_MILLIS {
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duration := time.Duration(val) * time.Millisecond
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value = sql.FormatSQLTimestamp(time.Unix(0, 0).Add(duration))
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} else if se.GetConvertedType() == parquettypes.ConvertedType_TIMESTAMP_MICROS {
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duration := time.Duration(val) * time.Microsecond
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value = sql.FormatSQLTimestamp(time.Unix(0, 0).Add(duration))
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}
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}
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case float32:
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value = float64(val)
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default:
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value = v
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}
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return value, nil
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}
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