VictoriaMetrics/lib/protoparser/native/streamparser.go
Aliaksandr Valialkin 95688cbfc5 all: add native format for data export and import
The data can be exported via [/api/v1/export/native](https://victoriametrics.github.io/#how-to-export-data-in-native-format) handler
and imported via [/api/v1/import/native](https://victoriametrics.github.io/#how-to-import-data-in-native-format) handler.
2020-09-27 19:54:07 +03:00

198 lines
5.8 KiB
Go

package native
import (
"bufio"
"fmt"
"io"
"net/http"
"runtime"
"sync"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/protoparser/common"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/storage"
"github.com/VictoriaMetrics/metrics"
)
// ParseStream parses /api/v1/import/native lines from req and calls callback for parsed blocks.
//
// The callback can be called multiple times for streamed data from req.
//
// callback shouldn't hold block after returning.
// callback can be called in parallel from multiple concurrent goroutines.
func ParseStream(req *http.Request, callback func(block *Block) error) error {
r := req.Body
if req.Header.Get("Content-Encoding") == "gzip" {
zr, err := common.GetGzipReader(r)
if err != nil {
return fmt.Errorf("cannot read gzipped vmimport data: %w", err)
}
defer common.PutGzipReader(zr)
r = zr
}
// By default req.Body uses 4Kb buffer. This size is too small for typical request to /api/v1/import/native,
// so use slightly bigger buffer in order to reduce read syscall overhead.
br := bufio.NewReaderSize(r, 1024*1024)
// Read time range (tr)
trBuf := make([]byte, 16)
var tr storage.TimeRange
if _, err := io.ReadFull(br, trBuf); err != nil {
readErrors.Inc()
return fmt.Errorf("cannot read time range: %w", err)
}
tr.MinTimestamp = encoding.UnmarshalInt64(trBuf)
tr.MaxTimestamp = encoding.UnmarshalInt64(trBuf[8:])
// Start GOMAXPROC workers in order to process ingested data in parallel.
gomaxprocs := runtime.GOMAXPROCS(-1)
workCh := make(chan *unmarshalWork, 8*gomaxprocs)
var wg sync.WaitGroup
defer func() {
close(workCh)
wg.Wait()
}()
wg.Add(gomaxprocs)
for i := 0; i < gomaxprocs; i++ {
go func() {
defer wg.Done()
var tmpBlock storage.Block
for uw := range workCh {
if err := uw.unmarshal(&tmpBlock, tr); err != nil {
parseErrors.Inc()
logger.Errorf("error when unmarshaling native block: %s", err)
putUnmarshalWork(uw)
continue
}
if err := callback(&uw.block); err != nil {
processErrors.Inc()
logger.Errorf("error when processing native block: %s", err)
putUnmarshalWork(uw)
continue
}
putUnmarshalWork(uw)
}
}()
}
// Read native blocks and feed workers with work.
sizeBuf := make([]byte, 4)
for {
uw := getUnmarshalWork()
// Read uw.metricNameBuf
if _, err := io.ReadFull(br, sizeBuf); err != nil {
if err == io.EOF {
// End of stream
return nil
}
readErrors.Inc()
return fmt.Errorf("cannot read metricName size: %w", err)
}
readCalls.Inc()
bufSize := encoding.UnmarshalUint32(sizeBuf)
if bufSize > 1024*1024 {
parseErrors.Inc()
return fmt.Errorf("too big metricName size; got %d; shouldn't exceed %d", bufSize, 1024*1024)
}
uw.metricNameBuf = bytesutil.Resize(uw.metricNameBuf, int(bufSize))
if _, err := io.ReadFull(br, uw.metricNameBuf); err != nil {
readErrors.Inc()
return fmt.Errorf("cannot read metricName with size %d bytes: %w", bufSize, err)
}
readCalls.Inc()
// Read uw.blockBuf
if _, err := io.ReadFull(br, sizeBuf); err != nil {
readErrors.Inc()
return fmt.Errorf("cannot read native block size: %w", err)
}
readCalls.Inc()
bufSize = encoding.UnmarshalUint32(sizeBuf)
if bufSize > 1024*1024 {
parseErrors.Inc()
return fmt.Errorf("too big native block size; got %d; shouldn't exceed %d", bufSize, 1024*1024)
}
uw.blockBuf = bytesutil.Resize(uw.blockBuf, int(bufSize))
if _, err := io.ReadFull(br, uw.blockBuf); err != nil {
readErrors.Inc()
return fmt.Errorf("cannot read native block with size %d bytes: %w", bufSize, err)
}
readCalls.Inc()
blocksRead.Inc()
// Feed workers with work.
workCh <- uw
}
}
// Block is a single block from `/api/v1/import/native` request.
type Block struct {
MetricName storage.MetricName
Values []float64
Timestamps []int64
}
func (b *Block) reset() {
b.MetricName.Reset()
b.Values = b.Values[:0]
b.Timestamps = b.Timestamps[:0]
}
var (
readCalls = metrics.NewCounter(`vm_protoparser_read_calls_total{type="native"}`)
readErrors = metrics.NewCounter(`vm_protoparser_read_errors_total{type="native"}`)
rowsRead = metrics.NewCounter(`vm_protoparser_rows_read_total{type="native"}`)
blocksRead = metrics.NewCounter(`vm_protoparser_blocks_read_total{type="native"}`)
parseErrors = metrics.NewCounter(`vm_protoparser_parse_errors_total{type="native"}`)
processErrors = metrics.NewCounter(`vm_protoparser_process_errors_total{type="native"}`)
)
type unmarshalWork struct {
tr storage.TimeRange
metricNameBuf []byte
blockBuf []byte
block Block
}
func (uw *unmarshalWork) reset() {
uw.metricNameBuf = uw.metricNameBuf[:0]
uw.blockBuf = uw.blockBuf[:0]
uw.block.reset()
}
func (uw *unmarshalWork) unmarshal(tmpBlock *storage.Block, tr storage.TimeRange) error {
block := &uw.block
if err := block.MetricName.Unmarshal(uw.metricNameBuf); err != nil {
return fmt.Errorf("cannot unmarshal metricName from %d bytes: %w", len(uw.metricNameBuf), err)
}
tail, err := tmpBlock.UnmarshalPortable(uw.blockBuf)
if err != nil {
return fmt.Errorf("cannot unmarshal native block from %d bytes: %w", len(uw.blockBuf), err)
}
if len(tail) > 0 {
return fmt.Errorf("unexpected non-empty tail left after unmarshaling native block from %d bytes; len(tail)=%d bytes", len(uw.blockBuf), len(tail))
}
block.Timestamps, block.Values = tmpBlock.AppendRowsWithTimeRangeFilter(block.Timestamps[:0], block.Values[:0], tr)
rowsRead.Add(len(block.Timestamps))
return nil
}
func getUnmarshalWork() *unmarshalWork {
v := unmarshalWorkPool.Get()
if v == nil {
return &unmarshalWork{}
}
return v.(*unmarshalWork)
}
func putUnmarshalWork(uw *unmarshalWork) {
uw.reset()
unmarshalWorkPool.Put(uw)
}
var unmarshalWorkPool sync.Pool