package logstore import ( "encoding/binary" "fmt" "github.com/parquet-go/parquet-go" "github.com/seaweedfs/seaweedfs/weed/filer" "github.com/seaweedfs/seaweedfs/weed/mq/schema" "github.com/seaweedfs/seaweedfs/weed/mq/topic" "github.com/seaweedfs/seaweedfs/weed/pb/filer_pb" "github.com/seaweedfs/seaweedfs/weed/pb/mq_pb" "github.com/seaweedfs/seaweedfs/weed/util/chunk_cache" "github.com/seaweedfs/seaweedfs/weed/util/log_buffer" "google.golang.org/protobuf/proto" "io" "math" "strings" ) var ( chunkCache = chunk_cache.NewChunkCacheInMemory(256) // 256 entries, 8MB max per entry ) func GenParquetReadFunc(filerClient filer_pb.FilerClient, t topic.Topic, p topic.Partition) log_buffer.LogReadFromDiskFuncType { partitionDir := topic.PartitionDir(t, p) lookupFileIdFn := filer.LookupFn(filerClient) // read topic conf from filer var topicConf *mq_pb.ConfigureTopicResponse var err error if err := filerClient.WithFilerClient(false, func(client filer_pb.SeaweedFilerClient) error { topicConf, err = t.ReadConfFile(client) return err }); err != nil { return nil } recordType := topicConf.GetRecordType() recordType = schema.NewRecordTypeBuilder(recordType). WithField(SW_COLUMN_NAME_TS, schema.TypeInt64). WithField(SW_COLUMN_NAME_KEY, schema.TypeBytes). RecordTypeEnd() parquetSchema, err := schema.ToParquetSchema(t.Name, recordType) if err != nil { return nil } parquetLevels, err := schema.ToParquetLevels(recordType) if err != nil { return nil } // eachFileFn reads a parquet file and calls eachLogEntryFn for each log entry eachFileFn := func(entry *filer_pb.Entry, eachLogEntryFn log_buffer.EachLogEntryFuncType, starTsNs, stopTsNs int64) (processedTsNs int64, err error) { // create readerAt for the parquet file fileSize := filer.FileSize(entry) visibleIntervals, _ := filer.NonOverlappingVisibleIntervals(lookupFileIdFn, entry.Chunks, 0, int64(fileSize)) chunkViews := filer.ViewFromVisibleIntervals(visibleIntervals, 0, int64(fileSize)) readerCache := filer.NewReaderCache(32, chunkCache, lookupFileIdFn) readerAt := filer.NewChunkReaderAtFromClient(readerCache, chunkViews, int64(fileSize)) // create parquet reader parquetReader := parquet.NewReader(readerAt, parquetSchema) rows := make([]parquet.Row, 128) for { rowCount, readErr := parquetReader.ReadRows(rows) for i := 0; i < rowCount; i++ { row := rows[i] // convert parquet row to schema_pb.RecordValue recordValue, err := schema.ToRecordValue(recordType, parquetLevels, row) if err != nil { return processedTsNs, fmt.Errorf("ToRecordValue failed: %v", err) } processedTsNs = recordValue.Fields[SW_COLUMN_NAME_TS].GetInt64Value() if processedTsNs < starTsNs { continue } if stopTsNs != 0 && processedTsNs >= stopTsNs { return processedTsNs, nil } data, marshalErr := proto.Marshal(recordValue) if marshalErr != nil { return processedTsNs, fmt.Errorf("marshal record value: %v", marshalErr) } logEntry := &filer_pb.LogEntry{ Key: recordValue.Fields[SW_COLUMN_NAME_KEY].GetBytesValue(), TsNs: processedTsNs, Data: data, } // fmt.Printf(" parquet entry %s ts %v\n", string(logEntry.Key), time.Unix(0, logEntry.TsNs).UTC()) if _, err = eachLogEntryFn(logEntry); err != nil { return processedTsNs, fmt.Errorf("process log entry %v: %v", logEntry, err) } } if readErr != nil { if readErr == io.EOF { return processedTsNs, nil } return processedTsNs, readErr } } return } return func(startPosition log_buffer.MessagePosition, stopTsNs int64, eachLogEntryFn log_buffer.EachLogEntryFuncType) (lastReadPosition log_buffer.MessagePosition, isDone bool, err error) { startFileName := startPosition.UTC().Format(topic.TIME_FORMAT) startTsNs := startPosition.Time.UnixNano() var processedTsNs int64 err = filerClient.WithFilerClient(false, func(client filer_pb.SeaweedFilerClient) error { return filer_pb.SeaweedList(client, partitionDir, "", func(entry *filer_pb.Entry, isLast bool) error { if entry.IsDirectory { return nil } if !strings.HasSuffix(entry.Name, ".parquet") { return nil } if len(entry.Extended) == 0 { return nil } // read minTs from the parquet file minTsBytes := entry.Extended["min"] if len(minTsBytes) != 8 { return nil } minTsNs := int64(binary.BigEndian.Uint64(minTsBytes)) // read max ts maxTsBytes := entry.Extended["max"] if len(maxTsBytes) != 8 { return nil } maxTsNs := int64(binary.BigEndian.Uint64(maxTsBytes)) if stopTsNs != 0 && stopTsNs <= minTsNs { isDone = true return nil } if maxTsNs < startTsNs { return nil } if processedTsNs, err = eachFileFn(entry, eachLogEntryFn, startTsNs, stopTsNs); err != nil { return err } return nil }, startFileName, true, math.MaxInt32) }) lastReadPosition = log_buffer.NewMessagePosition(processedTsNs, -2) return } }