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293 lines
8.1 KiB
Go
293 lines
8.1 KiB
Go
package etl
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import (
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"bytes"
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"container/heap"
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"context"
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"fmt"
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"io"
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"io/ioutil"
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"os"
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"path/filepath"
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"runtime"
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"time"
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"github.com/ledgerwatch/turbo-geth/common"
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"github.com/ledgerwatch/turbo-geth/common/dbutils"
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"github.com/ledgerwatch/turbo-geth/ethdb"
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"github.com/ledgerwatch/turbo-geth/log"
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"github.com/ugorji/go/codec"
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)
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const TmpDirName = "etl-temp"
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type LoadNextFunc func(originalK, k, v []byte) error
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type LoadFunc func(k []byte, value []byte, table CurrentTableReader, next LoadNextFunc) error
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// Collector performs the job of ETL Transform, but can also be used without "E" (Extract) part
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// as a Collect Transform Load
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type Collector struct {
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extractNextFunc ExtractNextFunc
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flushBuffer func([]byte, bool) error
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dataProviders []dataProvider
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allFlushed bool
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autoClean bool
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}
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// NewCollectorFromFiles creates collector from existing files (left over from previous unsuccessful loading)
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func NewCollectorFromFiles(tmpdir string) (*Collector, error) {
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if _, err := os.Stat(tmpdir); os.IsNotExist(err) {
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return nil, nil
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}
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fileInfos, err := ioutil.ReadDir(tmpdir)
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if err != nil {
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return nil, fmt.Errorf("collector from files - reading directory %s: %w", tmpdir, err)
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}
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if len(fileInfos) == 0 {
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return nil, nil
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}
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dataProviders := make([]dataProvider, len(fileInfos))
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for i, fileInfo := range fileInfos {
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var dataProvider fileDataProvider
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dataProvider.file, err = os.Open(filepath.Join(tmpdir, fileInfo.Name()))
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if err != nil {
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return nil, fmt.Errorf("collector from files - opening file %s: %w", fileInfo.Name(), err)
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}
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dataProviders[i] = &dataProvider
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}
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return &Collector{dataProviders: dataProviders, allFlushed: true, autoClean: false}, nil
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}
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// NewCriticalCollector does not clean up temporary files if loading has failed
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func NewCriticalCollector(tmpdir string, sortableBuffer Buffer) *Collector {
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c := NewCollector(tmpdir, sortableBuffer)
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c.autoClean = false
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return c
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}
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func NewCollector(tmpdir string, sortableBuffer Buffer) *Collector {
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c := &Collector{autoClean: true}
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encoder := codec.NewEncoder(nil, &cbor)
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c.flushBuffer = func(currentKey []byte, canStoreInRam bool) error {
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if sortableBuffer.Len() == 0 {
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return nil
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}
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var provider dataProvider
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var err error
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sortableBuffer.Sort()
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if canStoreInRam && len(c.dataProviders) == 0 {
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provider = KeepInRAM(sortableBuffer)
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c.allFlushed = true
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} else {
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provider, err = FlushToDisk(encoder, currentKey, sortableBuffer, tmpdir)
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}
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if err != nil {
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return err
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}
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if provider != nil {
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c.dataProviders = append(c.dataProviders, provider)
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}
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return nil
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}
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c.extractNextFunc = func(originalK, k []byte, v []byte) error {
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sortableBuffer.Put(common.CopyBytes(k), common.CopyBytes(v))
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if sortableBuffer.CheckFlushSize() {
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if err := c.flushBuffer(originalK, false); err != nil {
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return err
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}
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}
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return nil
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}
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return c
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}
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func (c *Collector) Collect(k, v []byte) error {
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return c.extractNextFunc(k, k, v)
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}
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func (c *Collector) Load(logPrefix string, db ethdb.Database, toBucket string, loadFunc LoadFunc, args TransformArgs) (err error) {
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defer func() {
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if c.autoClean {
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c.Close(logPrefix)
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}
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}()
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if !c.allFlushed {
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if err := c.flushBuffer(nil, true); err != nil {
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return err
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}
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}
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err = loadFilesIntoBucket(logPrefix, db, toBucket, c.dataProviders, loadFunc, args)
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if err != nil {
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return err
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}
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return nil
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}
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func (c *Collector) Close(logPrefix string) {
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disposeProviders(logPrefix, c.dataProviders)
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}
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func loadFilesIntoBucket(logPrefix string, db ethdb.Database, bucket string, providers []dataProvider, loadFunc LoadFunc, args TransformArgs) error {
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decoder := codec.NewDecoder(nil, &cbor)
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var m runtime.MemStats
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h := &Heap{comparator: args.Comparator}
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heap.Init(h)
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for i, provider := range providers {
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if key, value, err := provider.Next(decoder); err == nil {
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he := HeapElem{key, i, value}
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heap.Push(h, he)
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} else /* we must have at least one entry per file */ {
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eee := fmt.Errorf("%s: error reading first readers: n=%d current=%d provider=%s err=%v",
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logPrefix, len(providers), i, provider, err)
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panic(eee)
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}
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}
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var tx ethdb.DbWithPendingMutations
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var useExternalTx bool
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if hasTx, ok := db.(ethdb.HasTx); ok && hasTx.Tx() != nil {
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tx = db.(ethdb.DbWithPendingMutations)
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useExternalTx = true
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} else {
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var err error
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tx, err = db.Begin(context.Background(), ethdb.RW)
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if err != nil {
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return err
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}
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defer tx.Rollback()
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}
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currentTable := ¤tTableReader{tx, bucket}
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haveSortingGuaranties := isIdentityLoadFunc(loadFunc) // user-defined loadFunc may change ordering
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var lastKey []byte
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if bucket != "" { // passing empty bucket name is valid case for etl when DB modification is not expected
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var errLast error
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lastKey, _, errLast = tx.Last(bucket)
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if errLast != nil {
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return errLast
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}
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}
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var canUseAppend bool
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isDupSort := dbutils.BucketsConfigs[bucket].Flags&dbutils.DupSort != 0 && !dbutils.BucketsConfigs[bucket].AutoDupSortKeysConversion
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logEvery := time.NewTicker(30 * time.Second)
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defer logEvery.Stop()
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var pervK []byte
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i := 0
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loadNextFunc := func(originalK, k, v []byte) error {
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if i == 0 {
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isEndOfBucket := lastKey == nil || bytes.Compare(lastKey, k) == -1
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canUseAppend = haveSortingGuaranties && isEndOfBucket
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}
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i++
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select {
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default:
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case <-logEvery.C:
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logArs := []interface{}{"into", bucket}
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if args.LogDetailsLoad != nil {
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logArs = append(logArs, args.LogDetailsLoad(k, v)...)
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} else {
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logArs = append(logArs, "current key", makeCurrentKeyStr(k))
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}
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runtime.ReadMemStats(&m)
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logArs = append(logArs, "alloc", common.StorageSize(m.Alloc), "sys", common.StorageSize(m.Sys), "numGC", int(m.NumGC))
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log.Info(fmt.Sprintf("[%s] ETL [2/2] Loading", logPrefix), logArs...)
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}
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if canUseAppend && len(v) == 0 {
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return nil // nothing to delete after end of bucket
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}
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if len(v) == 0 {
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if err := tx.Delete(bucket, k, nil); err != nil {
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return err
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}
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return nil
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}
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if canUseAppend {
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if isDupSort {
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if bytes.Equal(k, pervK) {
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if err := tx.AppendDup(bucket, k, v); err != nil {
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return fmt.Errorf("%s: bucket: %s, appendDup: k=%x, pervK=%x %w", logPrefix, bucket, k, pervK, err)
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}
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} else {
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if err := tx.Append(bucket, k, v); err != nil {
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return fmt.Errorf("%s: bucket: %s, append: k=%x, pervK=%x, %w", logPrefix, bucket, k, pervK, err)
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}
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}
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pervK = k
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} else {
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if err := tx.Append(bucket, k, v); err != nil {
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return fmt.Errorf("%s: bucket: %s, append: k=%x, %w", logPrefix, bucket, k, err)
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}
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}
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return nil
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}
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if err := tx.Put(bucket, k, v); err != nil {
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return fmt.Errorf("%s: put: k=%x, %w", logPrefix, k, err)
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}
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return nil
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}
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// Main loading loop
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for h.Len() > 0 {
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if err := common.Stopped(args.Quit); err != nil {
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return err
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}
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element := (heap.Pop(h)).(HeapElem)
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provider := providers[element.TimeIdx]
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err := loadFunc(element.Key, element.Value, currentTable, loadNextFunc)
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if err != nil {
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return err
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}
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if element.Key, element.Value, err = provider.Next(decoder); err == nil {
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heap.Push(h, element)
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} else if err != io.EOF {
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return fmt.Errorf("%s: error while reading next element from disk: %v", logPrefix, err)
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}
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}
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// Final commit
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if args.OnLoadCommit != nil {
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if err := args.OnLoadCommit(tx, []byte{}, true); err != nil {
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return err
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}
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}
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commitTimer := time.Now()
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if !useExternalTx {
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if _, err := tx.Commit(); err != nil {
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return err
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}
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}
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commitTook := time.Since(commitTimer)
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runtime.ReadMemStats(&m)
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log.Debug(
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fmt.Sprintf("[%s] Committed batch", logPrefix),
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"bucket", bucket,
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"commit", commitTook,
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"records", i,
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"current key", makeCurrentKeyStr(nil),
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"alloc", common.StorageSize(m.Alloc), "sys", common.StorageSize(m.Sys), "numGC", int(m.NumGC))
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return nil
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}
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func makeCurrentKeyStr(k []byte) string {
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var currentKeyStr string
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if k == nil {
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currentKeyStr = "final"
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} else if len(k) < 4 {
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currentKeyStr = fmt.Sprintf("%x", k)
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} else if k[0] == 0 && k[1] == 0 && k[2] == 0 && k[3] == 0 && len(k) >= 8 { // if key has leading zeroes, show a bit more info
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currentKeyStr = fmt.Sprintf("%x", k)
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} else {
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currentKeyStr = fmt.Sprintf("%x...", k[:4])
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}
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return currentKeyStr
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}
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