package json import ( "bufio" "bytes" "context" stdj "encoding/json" "io" "github.com/neilotoole/lg" "github.com/neilotoole/sq/libsq/core/errz" "github.com/neilotoole/sq/libsq/driver" "github.com/neilotoole/sq/libsq/source" ) // DetectJSONL implements source.TypeDetectFunc. func DetectJSONL(ctx context.Context, log lg.Log, openFn source.FileOpenFunc) (detected source.Type, score float32, err error) { var r io.ReadCloser r, err = openFn() if err != nil { return source.TypeNone, 0, errz.Err(err) } defer log.WarnIfCloseError(r) sc := bufio.NewScanner(r) var validLines int var line []byte for sc.Scan() { select { case <-ctx.Done(): return source.TypeNone, 0, ctx.Err() default: } if err = sc.Err(); err != nil { return source.TypeNone, 0, errz.Err(err) } line = sc.Bytes() line = bytes.TrimSpace(line) if len(line) == 0 { // Probably want to skip blank lines? Maybe continue } // Each line of JSONL must be braced if line[0] != '{' || line[len(line)-1] != '}' { return source.TypeNone, 0, nil } // If the line is JSONL, it should marshall into map[string]any var vals map[string]any err = stdj.Unmarshal(line, &vals) if err != nil { return source.TypeNone, 0, nil } validLines++ if validLines >= driver.Tuning.SampleSize { break } } if err = sc.Err(); err != nil { return source.TypeNone, 0, errz.Err(err) } if validLines > 0 { return TypeJSONL, 1.0, nil } return source.TypeNone, 0, nil } func importJSONL(ctx context.Context, log lg.Log, job importJob) error { r, err := job.openFn() if err != nil { return err } defer log.WarnIfCloseError(r) drvr := job.destDB.SQLDriver() db, err := job.destDB.DB().Conn(ctx) if err != nil { return errz.Err(err) } defer log.WarnIfCloseError(db) proc := newProcessor(job.flatten) scan := newLineScanner(ctx, r, '{') var ( hasMore bool schemaModified bool line []byte curSchema *importSchema insertions []*insertion ) for { hasMore, line, err = scan.next() if err != nil { return err } if schemaModified { if !hasMore || scan.validLineCount >= job.sampleSize { log.Debugf("line[%d]: time to (re)build the schema", scan.totalLineCount) if curSchema == nil { log.Debug("First time building the schema") } var newSchema *importSchema newSchema, err = proc.buildSchemaFlat() if err != nil { return err } err = execSchemaDelta(ctx, log, drvr, db, curSchema, newSchema) if err != nil { return err } // The DB has been updated with the current schema, // so we mark it as clean. proc.markSchemaClean() curSchema = newSchema newSchema = nil insertions, err = proc.buildInsertionsFlat(curSchema) if err != nil { return err } err = execInsertions(ctx, log, drvr, db, insertions) if err != nil { return err } } if !hasMore { // We're done break } } var m map[string]any dec := stdj.NewDecoder(bytes.NewReader(line)) err = dec.Decode(&m) if err != nil { if err == io.EOF { //nolint:errorlint break } return errz.Err(err) } schemaModified, err = proc.processObject(m, line) if err != nil { return err } // Initial schema has not been created: we're still in // the sampling phase. So we loop. if curSchema == nil { continue } // If we got this far, the initial schema has already been created. if schemaModified { // But... the schema has been modified. We could still be in // the sampling phase, so we loop. continue } // The schema exists in the DB, and the current JSON chunk hasn't // dirtied the schema, so it's safe to insert the recent rows. insertions, err = proc.buildInsertionsFlat(curSchema) if err != nil { return err } err = execInsertions(ctx, log, drvr, db, insertions) if err != nil { return err } } if scan.validLineCount == 0 { return errz.New("empty JSONL input") } return nil } // lineScanner scans lines of JSON. Empty lines are skipped. Thus // totalLineCount may be greater than validLineCount. If a non-empty // line does not begin with requireAnchor, an error is returned. type lineScanner struct { ctx context.Context sc *bufio.Scanner requireAnchor byte totalLineCount int validLineCount int } func newLineScanner(ctx context.Context, r io.Reader, requireAnchor byte) *lineScanner { return &lineScanner{ctx: ctx, sc: bufio.NewScanner(r), requireAnchor: requireAnchor} } // next returns the next non-empty line. func (ls *lineScanner) next() (hasMore bool, line []byte, err error) { for { select { case <-ls.ctx.Done(): return false, nil, ls.ctx.Err() default: } hasMore = ls.sc.Scan() if !hasMore { return false, nil, nil } if err = ls.sc.Err(); err != nil { return false, nil, errz.Err(err) } line = ls.sc.Bytes() ls.totalLineCount++ if len(line) == 0 { // Probably want to skip blank lines? Maybe continue } if line[0] != ls.requireAnchor { return false, nil, errz.Errorf("line %d expected to begin with '%s' but got '%s'", ls.totalLineCount-1, string(ls.requireAnchor), string(line[0])) } ls.validLineCount++ return true, line, nil } }