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writer.go
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writer.go
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package main
import (
"log"
"os"
"time"
"github.com/xitongsys/parquet-go-source/local"
"github.com/xitongsys/parquet-go/parquet"
"github.com/xitongsys/parquet-go/reader"
"github.com/xitongsys/parquet-go/writer"
)
type Student struct {
Name string `parquet:"name=name, type=BYTE_ARRAY, convertedtype=UTF8, encoding=PLAIN_DICTIONARY"`
Age int32 `parquet:"name=age, type=INT32, encoding=PLAIN"`
Id int64 `parquet:"name=id, type=INT64"`
Weight float32 `parquet:"name=weight, type=FLOAT"`
Sex bool `parquet:"name=sex, type=BOOLEAN"`
Day int32 `parquet:"name=day, type=INT32, convertedtype=DATE"`
Ignored int32 //without parquet tag and won't write
}
func main() {
var err error
w, err := os.Create("output/flat.parquet")
if err != nil {
log.Println("Can't create local file", err)
return
}
//write
pw, err := writer.NewParquetWriterFromWriter(w, new(Student), 4)
if err != nil {
log.Println("Can't create parquet writer", err)
return
}
pw.RowGroupSize = 128 * 1024 * 1024 //128M
pw.CompressionType = parquet.CompressionCodec_SNAPPY
num := 100
for i := 0; i < num; i++ {
stu := Student{
Name: "StudentName",
Age: int32(20 + i%5),
Id: int64(i),
Weight: float32(50.0 + float32(i)*0.1),
Sex: bool(i%2 == 0),
Day: int32(time.Now().Unix() / 3600 / 24),
}
if err = pw.Write(stu); err != nil {
log.Println("Write error", err)
}
}
if err = pw.WriteStop(); err != nil {
log.Println("WriteStop error", err)
return
}
log.Println("Write Finished")
w.Close()
///read
fr, err := local.NewLocalFileReader("output/flat.parquet")
if err != nil {
log.Println("Can't open file")
return
}
pr, err := reader.NewParquetReader(fr, new(Student), 4)
if err != nil {
log.Println("Can't create parquet reader", err)
return
}
num = int(pr.GetNumRows())
for i := 0; i < num/10; i++ {
if i%2 == 0 {
pr.SkipRows(10) //skip 10 rows
continue
}
stus := make([]Student, 10) //read 10 rows
if err = pr.Read(&stus); err != nil {
log.Println("Read error", err)
}
log.Println(stus)
}
pr.ReadStop()
fr.Close()
}