package vmimport import ( "fmt" "math" "strconv" "strings" "github.com/VictoriaMetrics/VictoriaMetrics/lib/logger" "github.com/VictoriaMetrics/metrics" "github.com/valyala/fastjson" ) // Rows contains parsed rows from `/api/v1/import` request. type Rows struct { Rows []Row tu tagsUnmarshaler } // Reset resets rs. func (rs *Rows) Reset() { for i := range rs.Rows { rs.Rows[i].reset() } rs.Rows = rs.Rows[:0] rs.tu.reset() } // Unmarshal unmarshals influx line protocol rows from s. // // See https://docs.influxdata.com/influxdb/v1.7/write_protocols/line_protocol_tutorial/ // // s shouldn't be modified when rs is in use. func (rs *Rows) Unmarshal(s string) { rs.tu.reset() rs.Rows = unmarshalRows(rs.Rows[:0], s, &rs.tu) } // Row is a single row from `/api/v1/import` request. type Row struct { Tags []Tag Values []float64 Timestamps []int64 } func (r *Row) reset() { r.Tags = nil r.Values = r.Values[:0] r.Timestamps = r.Timestamps[:0] } func (r *Row) unmarshal(s string, tu *tagsUnmarshaler) error { r.reset() v, err := tu.p.Parse(s) if err != nil { return fmt.Errorf("cannot parse json line: %w", err) } // Unmarshal tags metric := v.GetObject("metric") if metric == nil { return fmt.Errorf("missing `metric` object") } tagsStart := len(tu.tagsPool) if err := tu.unmarshalTags(metric); err != nil { return fmt.Errorf("cannot unmarshal `metric`: %w", err) } tags := tu.tagsPool[tagsStart:] r.Tags = tags[:len(tags):len(tags)] if len(r.Tags) == 0 { return fmt.Errorf("missing tags") } // Unmarshal values values := v.GetArray("values") if len(values) == 0 { return fmt.Errorf("missing `values` array") } for i, v := range values { f, err := getFloat64(v) if err != nil { return fmt.Errorf("cannot unmarshal value at position %d: %w", i, err) } r.Values = append(r.Values, f) } // Unmarshal timestamps timestamps := v.GetArray("timestamps") if len(timestamps) == 0 { return fmt.Errorf("missing `timestamps` array") } for i, v := range timestamps { ts, err := v.Int64() if err != nil { return fmt.Errorf("cannot unmarshal timestamp at position %d: %w", i, err) } r.Timestamps = append(r.Timestamps, ts) } if len(r.Timestamps) != len(r.Values) { return fmt.Errorf("`timestamps` array size must match `values` array size; got %d; want %d", len(r.Timestamps), len(r.Values)) } return nil } func getFloat64(value *fastjson.Value) (float64, error) { if value == nil { return 0, fmt.Errorf("value is empty") } switch value.Type() { case fastjson.TypeNull: return math.NaN(), nil case fastjson.TypeString: return getSpecialFloat64ValueFromString(value.String()) default: return value.Float64() } } func getSpecialFloat64ValueFromString(strVal string) (float64, error) { str, err := strconv.Unquote(strings.ToLower(strVal)) if err != nil { return 0, err } switch str { case "infinity": return math.Inf(1), nil case "-infinity": return math.Inf(-1), nil case "null": return math.NaN(), nil default: return 0, fmt.Errorf("got unsupported string: %q", str) } } // Tag represents `/api/v1/import` tag. type Tag struct { Key []byte Value []byte } func (tag *Tag) reset() { // tag.Key and tag.Value point to tu.bytesPool, so there is no need in keeping these byte slices here. tag.Key = nil tag.Value = nil } type tagsUnmarshaler struct { p fastjson.Parser tagsPool []Tag bytesPool []byte err error } func (tu *tagsUnmarshaler) reset() { for i := range tu.tagsPool { tu.tagsPool[i].reset() } tu.tagsPool = tu.tagsPool[:0] tu.bytesPool = tu.bytesPool[:0] tu.err = nil } func (tu *tagsUnmarshaler) addTag() *Tag { dst := tu.tagsPool if cap(dst) > len(dst) { dst = dst[:len(dst)+1] } else { dst = append(dst, Tag{}) } tag := &dst[len(dst)-1] tu.tagsPool = dst return tag } func (tu *tagsUnmarshaler) addBytes(b []byte) []byte { bytesPoolLen := len(tu.bytesPool) tu.bytesPool = append(tu.bytesPool, b...) bCopy := tu.bytesPool[bytesPoolLen:] return bCopy[:len(bCopy):len(bCopy)] } func (tu *tagsUnmarshaler) unmarshalTags(o *fastjson.Object) error { tu.err = nil o.Visit(func(key []byte, v *fastjson.Value) { tag := tu.addTag() tag.Key = tu.addBytes(key) sb, err := v.StringBytes() if err != nil && tu.err != nil { tu.err = fmt.Errorf("cannot parse value for tag %q: %w", tag.Key, err) } tag.Value = tu.addBytes(sb) }) return tu.err } func unmarshalRows(dst []Row, s string, tu *tagsUnmarshaler) []Row { for len(s) > 0 { n := strings.IndexByte(s, '\n') if n < 0 { // The last line. return unmarshalRow(dst, s, tu) } dst = unmarshalRow(dst, s[:n], tu) s = s[n+1:] } return dst } func unmarshalRow(dst []Row, s string, tu *tagsUnmarshaler) []Row { if len(s) > 0 && s[len(s)-1] == '\r' { s = s[:len(s)-1] } if len(s) == 0 { return dst } if cap(dst) > len(dst) { dst = dst[:len(dst)+1] } else { dst = append(dst, Row{}) } r := &dst[len(dst)-1] if err := r.unmarshal(s, tu); err != nil { dst = dst[:len(dst)-1] logger.Errorf("cannot unmarshal json line %q: %s; skipping it", s, err) invalidLines.Inc() } return dst } var invalidLines = metrics.NewCounter(`vm_rows_invalid_total{type="vmimport"}`)