Make tsdb dataframes response able to carry encoded/decoded frames (#25454)

Make tsdb dataframes response able to carry encoded and/or decoded frames

pkg/plugins/datasource/wrapper/datasource_plugin_wrapper_v2.go

@@ -98,7 +98,7 @@ func (tw *DatasourcePluginWrapperV2) Query(ctx context.Context, ds *models.DataS
 	for refID, pRes := range pbRes.Responses {
 		qr := &tsdb.QueryResult{
 			RefId:      refID,
-			Dataframes: pRes.Frames,
+			Dataframes: tsdb.NewEncodedDataFrames(pRes.Frames),
 		}
 		if len(pRes.JsonMeta) != 0 {
 			qr.Meta = simplejson.NewFromAny(pRes.JsonMeta)

pkg/plugins/transform_plugin.go

@@ -111,7 +111,7 @@ func (tw *TransformWrapper) Transform(ctx context.Context, query *tsdb.TsdbQuery
 	for refID, res := range pbRes.Responses {
 		tRes := &tsdb.QueryResult{
 			RefId:      refID,
-			Dataframes: res.Frames,
+			Dataframes: tsdb.NewEncodedDataFrames(res.Frames),
 		}
 		if len(res.JsonMeta) != 0 {
 			tRes.Meta = simplejson.NewFromAny(res.JsonMeta)
@@ -190,7 +190,11 @@ func (s *transformCallback) QueryData(ctx context.Context, req *pluginv2.QueryDa
 		}
 
 		if res.Dataframes != nil {
-			pRes.Frames = res.Dataframes
+			encoded, err := res.Dataframes.Encoded()
+			if err != nil {
+				return nil, err
+			}
+			pRes.Frames = encoded
 			responses[refID] = pRes
 			continue
 		}

pkg/services/alerting/conditions/query.go

@@ -7,7 +7,6 @@ import (
 
 	gocontext "context"
 
-	"github.com/grafana/grafana-plugin-sdk-go/data"
 	"github.com/grafana/grafana/pkg/bus"
 	"github.com/grafana/grafana/pkg/components/null"
 	"github.com/grafana/grafana/pkg/components/simplejson"
@@ -174,7 +173,7 @@ func (c *QueryCondition) executeQuery(context *alerting.EvalContext, timeRange *
 		useDataframes := v.Dataframes != nil && (v.Series == nil || len(v.Series) == 0)
 
 		if useDataframes { // convert the dataframes to tsdb.TimeSeries
-			frames, err := data.UnmarshalArrowFrames(v.Dataframes)
+			frames, err := v.Dataframes.Decoded()
 			if err != nil {
 				return nil, errutil.Wrap("tsdb.HandleRequest() failed to unmarshal arrow dataframes from bytes", err)
 			}

pkg/services/alerting/conditions/query_test.go

@@ -55,7 +55,7 @@ func TestQueryCondition(t *testing.T) {
 
 			Convey("should fire when avg is above 100 on dataframe", func() {
 				ctx.frame = data.NewFrame("",
-					data.NewField("time", nil, []time.Time{time.Now()}),
+					data.NewField("time", nil, []time.Time{time.Now(), time.Now()}),
 					data.NewField("val", nil, []int64{120, 150}),
 				)
 				cr, err := ctx.exec()
@@ -75,7 +75,7 @@ func TestQueryCondition(t *testing.T) {
 
 			Convey("Should not fire when avg is below 100 on dataframe", func() {
 				ctx.frame = data.NewFrame("",
-					data.NewField("time", nil, []time.Time{time.Now()}),
+					data.NewField("time", nil, []time.Time{time.Now(), time.Now()}),
 					data.NewField("val", nil, []int64{12, 47}),
 				)
 				cr, err := ctx.exec()
@@ -198,12 +198,8 @@ func (ctx *queryConditionTestContext) exec() (*alerting.ConditionResult, error)
 	}
 
 	if ctx.frame != nil {
-		bFrame, err := ctx.frame.MarshalArrow()
-		if err != nil {
-			return nil, err
-		}
 		qr = &tsdb.QueryResult{
-			Dataframes: [][]byte{bFrame},
+			Dataframes: tsdb.NewDecodedDataFrames(data.Frames{ctx.frame}),
 		}
 	}
 

pkg/tsdb/azuremonitor/azure-log-analytics-datasource.go

@@ -179,10 +179,7 @@ func (e *AzureLogAnalyticsDatasource) executeQuery(ctx context.Context, query *A
 		}
 	}
 	frames := data.Frames{frame}
-	queryResult.Dataframes, err = frames.MarshalArrow()
-	if err != nil {
-		return queryResultError(err)
-	}
+	queryResult.Dataframes = tsdb.NewDecodedDataFrames(frames)
 	return queryResult
 }
 

pkg/tsdb/azuremonitor/azuremonitor-datasource.go

@@ -265,6 +265,7 @@ func (e *AzureMonitorDatasource) parseResponse(queryRes *tsdb.QueryResult, amr A
 		return nil
 	}
 
+	frames := data.Frames{}
 	for _, series := range amr.Value[0].Timeseries {
 		metadataName := ""
 		metadataValue := ""
@@ -303,14 +304,11 @@ func (e *AzureMonitorDatasource) parseResponse(queryRes *tsdb.QueryResult, amr A
 			frame.SetRow(i, point.TimeStamp, value)
 		}
 
-		encodedFrame, err := frame.MarshalArrow()
-		if err != nil {
-			queryRes.Error = fmt.Errorf("failed to encode dataframe response into arrow: %w", err)
-		}
-
-		queryRes.Dataframes = append(queryRes.Dataframes, encodedFrame)
+		frames = append(frames, frame)
 	}
 
+	queryRes.Dataframes = tsdb.NewDecodedDataFrames(frames)
+
 	return nil
 }
 

pkg/tsdb/azuremonitor/azuremonitor-datasource_test.go

@@ -370,7 +370,7 @@ func TestAzureMonitorParseResponse(t *testing.T) {
 			err = datasource.parseResponse(res, azData, tt.mockQuery)
 			require.NoError(t, err)
 
-			frames, err := data.UnmarshalArrowFrames(res.Dataframes)
+			frames, err := res.Dataframes.Decoded()
 			require.NoError(t, err)
 			if diff := cmp.Diff(tt.expectedFrames, frames, data.FrameTestCompareOptions()...); diff != "" {
 				t.Errorf("Result mismatch (-want +got):\n%s", diff)

pkg/tsdb/cloudwatch/cloudwatch.go

@@ -7,6 +7,8 @@ import (
 	"sync"
 	"time"
 
+	"github.com/grafana/grafana-plugin-sdk-go/data"
+
 	"github.com/aws/aws-sdk-go/service/cloudwatchlogs"
 	"github.com/aws/aws-sdk-go/service/ec2/ec2iface"
 	"github.com/aws/aws-sdk-go/service/resourcegroupstaggingapi/resourcegroupstaggingapiiface"
@@ -202,37 +204,23 @@ func (e *CloudWatchExecutor) executeLogAlertQuery(ctx context.Context, queryCont
 			return nil, err
 		}
 
-		encodedFrames := make([][]byte, 0)
-		for _, frame := range groupedFrames {
-			dataframeEnc, err := frame.MarshalArrow()
-			if err != nil {
-				return nil, err
-			}
-			encodedFrames = append(encodedFrames, dataframeEnc)
-		}
-
 		response := &tsdb.Response{
 			Results: make(map[string]*tsdb.QueryResult),
 		}
 
 		response.Results["A"] = &tsdb.QueryResult{
 			RefId:      "A",
-			Dataframes: encodedFrames,
+			Dataframes: tsdb.NewDecodedDataFrames(groupedFrames),
 		}
 
 		return response, nil
 	}
 
-	dataframeEnc, err := dataframe.MarshalArrow()
-	if err != nil {
-		return nil, err
-	}
-
 	response := &tsdb.Response{
 		Results: map[string]*tsdb.QueryResult{
 			"A": {
 				RefId:      "A",
-				Dataframes: [][]byte{dataframeEnc},
+				Dataframes: tsdb.NewDecodedDataFrames(data.Frames{dataframe}),
 			},
 		},
 	}

pkg/tsdb/cloudwatch/log_actions.go

@@ -41,25 +41,11 @@ func (e *CloudWatchExecutor) executeLogActions(ctx context.Context, queryContext
 					return err
 				}
 
-				encodedFrames := make([][]byte, 0)
-				for _, frame := range groupedFrames {
-					dataframeEnc, err := frame.MarshalArrow()
-					if err != nil {
-						return err
-					}
-					encodedFrames = append(encodedFrames, dataframeEnc)
-				}
-
-				resultChan <- &tsdb.QueryResult{RefId: query.RefId, Dataframes: encodedFrames}
+				resultChan <- &tsdb.QueryResult{RefId: query.RefId, Dataframes: tsdb.NewDecodedDataFrames(groupedFrames)}
 				return nil
 			}
 
-			dataframeEnc, err := dataframe.MarshalArrow()
-			if err != nil {
-				return err
-			}
-
-			resultChan <- &tsdb.QueryResult{RefId: query.RefId, Dataframes: [][]byte{dataframeEnc}}
+			resultChan <- &tsdb.QueryResult{RefId: query.RefId, Dataframes: tsdb.NewDecodedDataFrames(data.Frames{dataframe})}
 			return nil
 		})
 	}

pkg/tsdb/models.go

@@ -1,6 +1,9 @@
 package tsdb
 
 import (
+	"encoding/json"
+
+	"github.com/grafana/grafana-plugin-sdk-go/data"
 	"github.com/grafana/grafana/pkg/components/null"
 	"github.com/grafana/grafana/pkg/components/simplejson"
 	"github.com/grafana/grafana/pkg/models"
@@ -36,7 +39,7 @@ type QueryResult struct {
 	Meta        *simplejson.Json `json:"meta,omitempty"`
 	Series      TimeSeriesSlice  `json:"series"`
 	Tables      []*Table         `json:"tables"`
-	Dataframes  [][]byte         `json:"dataframes"`
+	Dataframes  DataFrames       `json:"dataframes"`
 }
 
 type TimeSeries struct {
@@ -85,3 +88,80 @@ func NewTimeSeries(name string, points TimeSeriesPoints) *TimeSeries {
 		Points: points,
 	}
 }
+
+// DataFrames interface for retrieving encoded and decoded data frames.
+//
+// See NewDecodedDataFrames and NewEncodedDataFrames for more information.
+type DataFrames interface {
+	// Encoded encodes Frames into a slice of []byte.
+	// If an error occurs [][]byte will be nil.
+	// The encoded result, if any, will be cached and returned next time Encoded is called.
+	Encoded() ([][]byte, error)
+
+	// Decoded decodes a slice of Arrow encoded frames to data.Frames ([]*data.Frame).
+	// If an error occurs Frames will be nil.
+	// The decoded result, if any, will be cached and returned next time Decoded is called.
+	Decoded() (data.Frames, error)
+}
+
+type dataFrames struct {
+	decoded data.Frames
+	encoded [][]byte
+}
+
+// NewDecodedDataFrames create new DataFrames from decoded frames.
+//
+// This should be the primary function for creating DataFrames if your implementing a plugin.
+// In Grafana alerting scenario it needs to operate on decoded frames why this function is
+// preferrable. When encoded data frames is needed, e.g. returned from Grafana HTTP API, it will
+// happen automatically when MarshalJSON() is called.
+func NewDecodedDataFrames(decodedFrames data.Frames) DataFrames {
+	return &dataFrames{
+		decoded: decodedFrames,
+	}
+}
+
+// NewEncodedDataFrames create new DataFrames from encoded frames.
+//
+// This one is primarily used for creating DataFrames when receiving encoded data frames from an external
+// plugin or similar. This may allow the encoded data frames to be returned to Grafana UI without any additional
+// decoding/encoding required. In Grafana alerting scenario it needs to operate on decoded data frames why encoded
+// frames needs to be decoded before usage.
+func NewEncodedDataFrames(encodedFrames [][]byte) DataFrames {
+	return &dataFrames{
+		encoded: encodedFrames,
+	}
+}
+
+func (df *dataFrames) Encoded() ([][]byte, error) {
+	if df.encoded == nil {
+		encoded, err := df.decoded.MarshalArrow()
+		if err != nil {
+			return nil, err
+		}
+		df.encoded = encoded
+	}
+
+	return df.encoded, nil
+}
+
+func (df *dataFrames) Decoded() (data.Frames, error) {
+	if df.decoded == nil {
+		decoded, err := data.UnmarshalArrowFrames(df.encoded)
+		if err != nil {
+			return nil, err
+		}
+		df.decoded = decoded
+	}
+
+	return df.decoded, nil
+}
+
+func (df *dataFrames) MarshalJSON() ([]byte, error) {
+	encoded, err := df.Encoded()
+	if err != nil {
+		return nil, err
+	}
+
+	return json.Marshal(encoded)
+}