Prometheus: Streaming JSON parser performance improvements (#48792)

packages/grafana-data/src/types/featureToggles.gen.ts

@@ -60,4 +60,5 @@ export interface FeatureToggles {
   traceToMetrics?: boolean;
   prometheusStreamingJSONParser?: boolean;
   validateDashboardsOnSave?: boolean;
+  prometheusWideSeries?: boolean;
 }

pkg/services/featuremgmt/registry.go

@@ -249,5 +249,10 @@ var (
 			State:           FeatureStateAlpha,
 			RequiresRestart: true,
 		},
+		{
+			Name:        "prometheusWideSeries",
+			Description: "Enable wide series responses in the Prometheus datasource",
+			State:       FeatureStateAlpha,
+		},
 	}
 )

pkg/services/featuremgmt/toggles_gen.go

@@ -182,4 +182,8 @@ const (
 	// FlagValidateDashboardsOnSave
 	// Validate dashboard JSON POSTed to api/dashboards/db
 	FlagValidateDashboardsOnSave = "validateDashboardsOnSave"
+
+	// FlagPrometheusWideSeries
+	// Enable wide series responses in the Prometheus datasource
+	FlagPrometheusWideSeries = "prometheusWideSeries"
 )

pkg/tsdb/loki/api.go

@@ -160,7 +160,7 @@ func (api *LokiAPI) DataQuery(ctx context.Context, query lokiQuery) (data.Frames
 	}
 
 	iter := jsoniter.Parse(jsoniter.ConfigDefault, resp.Body, 1024)
-	res := converter.ReadPrometheusStyleResult(iter)
+	res := converter.ReadPrometheusStyleResult(iter, converter.Options{MatrixWideSeries: false, VectorWideSeries: false})
 
 	if res.Error != nil {
 		return nil, res.Error

pkg/tsdb/prometheus/prometheus.go

@@ -74,7 +74,7 @@ func (s *Service) QueryData(ctx context.Context, req *backend.QueryDataRequest)
 		return nil, err
 	}
 
-	if s.features.IsEnabled(featuremgmt.FlagPrometheusStreamingJSONParser) {
+	if s.features.IsEnabled(featuremgmt.FlagPrometheusStreamingJSONParser) || s.features.IsEnabled(featuremgmt.FlagPrometheusWideSeries) {
 		return i.queryData.Execute(ctx, req)
 	}
 

pkg/tsdb/prometheus/querydata/framing_test.go

@@ -34,39 +34,46 @@ func TestMatrixResponses(t *testing.T) {
 	}
 
 	for _, test := range tt {
-		t.Run(test.name, func(t *testing.T) {
-			queryFileName := filepath.Join("../testdata", test.filepath+".query.json")
-			responseFileName := filepath.Join("../testdata", test.filepath+".result.json")
-			goldenFileName := filepath.Join("../testdata", test.filepath+".result.streaming.golden")
+		enableWideSeries := false
+		queryFileName := filepath.Join("../testdata", test.filepath+".query.json")
+		responseFileName := filepath.Join("../testdata", test.filepath+".result.json")
+		goldenFileName := filepath.Join("../testdata", test.filepath+".result.streaming.golden")
+		t.Run(test.name, goldenScenario(test.name, queryFileName, responseFileName, goldenFileName, enableWideSeries))
+		enableWideSeries = true
+		goldenFileName = filepath.Join("../testdata", test.filepath+".result.streaming-wide.golden")
+		t.Run(test.name, goldenScenario(test.name, queryFileName, responseFileName, goldenFileName, enableWideSeries))
+	}
+}
 
-			query, err := loadStoredQuery(queryFileName)
-			require.NoError(t, err)
+func goldenScenario(name, queryFileName, responseFileName, goldenFileName string, wide bool) func(t *testing.T) {
+	return func(t *testing.T) {
+		query, err := loadStoredQuery(queryFileName)
+		require.NoError(t, err)
 
-			responseBytes, err := os.ReadFile(responseFileName)
-			require.NoError(t, err)
+		responseBytes, err := os.ReadFile(responseFileName)
+		require.NoError(t, err)
 
-			result, err := runQuery(responseBytes, query)
-			require.NoError(t, err)
-			require.Len(t, result.Responses, 1)
+		result, err := runQuery(responseBytes, query, wide)
+		require.NoError(t, err)
+		require.Len(t, result.Responses, 1)
 
-			dr, found := result.Responses["A"]
-			require.True(t, found)
+		dr, found := result.Responses["A"]
+		require.True(t, found)
 
-			actual, err := json.MarshalIndent(&dr, "", "  ")
-			require.NoError(t, err)
+		actual, err := json.MarshalIndent(&dr, "", "  ")
+		require.NoError(t, err)
 
-			// nolint:gosec
-			// We can ignore the gosec G304 because this is a test with static defined paths
-			expected, err := ioutil.ReadFile(goldenFileName + ".json")
-			if err != nil || update {
-				err = os.WriteFile(goldenFileName+".json", actual, 0600)
-				require.NoError(t, err)
-			}
+		// nolint:gosec
+		// We can ignore the gosec G304 because this is a test with static defined paths
+		expected, err := ioutil.ReadFile(goldenFileName + ".json")
+		if err != nil || update {
+			err = os.WriteFile(goldenFileName+".json", actual, 0600)
+			require.NoError(t, err)
+		}
 
-			require.JSONEq(t, string(expected), string(actual))
+		require.JSONEq(t, string(expected), string(actual))
 
-			require.NoError(t, experimental.CheckGoldenDataResponse(goldenFileName+".txt", &dr, update))
-		})
+		require.NoError(t, experimental.CheckGoldenDataResponse(goldenFileName+".txt", &dr, update))
 	}
 }
 
@@ -123,8 +130,8 @@ func loadStoredQuery(fileName string) (*backend.QueryDataRequest, error) {
 	}, nil
 }
 
-func runQuery(response []byte, q *backend.QueryDataRequest) (*backend.QueryDataResponse, error) {
-	tCtx := setup()
+func runQuery(response []byte, q *backend.QueryDataRequest, wide bool) (*backend.QueryDataResponse, error) {
+	tCtx := setup(wide)
 	res := &http.Response{
 		StatusCode: 200,
 		Body:       ioutil.NopCloser(bytes.NewReader(response)),

pkg/tsdb/prometheus/querydata/prometeus_bench_test.go

@@ -22,7 +22,7 @@ import (
 // - go tool pprof -http=localhost:6061 memprofile.out
 func BenchmarkJson(b *testing.B) {
 	body, q := createJsonTestData(1642000000, 1, 300, 400)
-	tCtx := setup()
+	tCtx := setup(true)
 	b.ResetTimer()
 	for n := 0; n < b.N; n++ {
 		res := http.Response{

pkg/tsdb/prometheus/querydata/request.go

@@ -41,6 +41,7 @@ type QueryData struct {
 	ID                 int64
 	URL                string
 	TimeInterval       string
+	enableWideSeries   bool
 }
 
 func New(
@@ -75,6 +76,7 @@ func New(
 		TimeInterval:       timeInterval,
 		ID:                 settings.ID,
 		URL:                settings.URL,
+		enableWideSeries:   features.IsEnabled(featuremgmt.FlagPrometheusWideSeries),
 	}, nil
 }
 

pkg/tsdb/prometheus/querydata/request_test.go

@@ -58,7 +58,7 @@ func TestPrometheus_parseTimeSeriesResponse(t *testing.T) {
 			},
 		}
 
-		tctx := setup()
+		tctx := setup(true)
 
 		qm := models.QueryModel{
 			LegendFormat:  "legend {{app}}",
@@ -119,19 +119,17 @@ func TestPrometheus_parseTimeSeriesResponse(t *testing.T) {
 			},
 			JSON: b,
 		}
-		tctx := setup()
+		tctx := setup(true)
 		res, err := execute(tctx, query, result)
 		require.NoError(t, err)
 
 		require.Len(t, res, 1)
-		//require.Equal(t, "legend Application", res[0].Name)
 		require.Len(t, res[0].Fields, 2)
 		require.Len(t, res[0].Fields[0].Labels, 0)
 		require.Equal(t, "Time", res[0].Fields[0].Name)
 		require.Len(t, res[0].Fields[1].Labels, 2)
 		require.Equal(t, "app=Application, tag2=tag2", res[0].Fields[1].Labels.String())
-		require.Equal(t, "Value", res[0].Fields[1].Name)
-		require.Equal(t, "legend Application", res[0].Fields[1].Config.DisplayNameFromDS)
+		require.Equal(t, "legend Application", res[0].Fields[1].Name)
 
 		// Ensure the timestamps are UTC zoned
 		testValue := res[0].Fields[0].At(0)
@@ -167,7 +165,7 @@ func TestPrometheus_parseTimeSeriesResponse(t *testing.T) {
 			},
 			JSON: b,
 		}
-		tctx := setup()
+		tctx := setup(true)
 		res, err := execute(tctx, query, result)
 
 		require.NoError(t, err)
@@ -176,8 +174,8 @@ func TestPrometheus_parseTimeSeriesResponse(t *testing.T) {
 		require.Equal(t, time.Unix(1, 0).UTC(), res[0].Fields[0].At(0))
 		require.Equal(t, time.Unix(4, 0).UTC(), res[0].Fields[0].At(1))
 		require.Equal(t, res[0].Fields[1].Len(), 2)
-		require.Equal(t, float64(1), res[0].Fields[1].At(0).(float64))
-		require.Equal(t, float64(4), res[0].Fields[1].At(1).(float64))
+		require.Equal(t, float64(1), *res[0].Fields[1].At(0).(*float64))
+		require.Equal(t, float64(4), *res[0].Fields[1].At(1).(*float64))
 	})
 
 	t.Run("matrix response with from alerting missed data points should be parsed correctly", func(t *testing.T) {
@@ -209,19 +207,17 @@ func TestPrometheus_parseTimeSeriesResponse(t *testing.T) {
 			},
 			JSON: b,
 		}
-		tctx := setup()
+		tctx := setup(true)
 		res, err := execute(tctx, query, result)
 
 		require.NoError(t, err)
 		require.Len(t, res, 1)
-		require.Equal(t, res[0].Name, "{app=\"Application\", tag2=\"tag2\"}")
 		require.Len(t, res[0].Fields, 2)
 		require.Len(t, res[0].Fields[0].Labels, 0)
 		require.Equal(t, res[0].Fields[0].Name, "Time")
 		require.Len(t, res[0].Fields[1].Labels, 2)
 		require.Equal(t, res[0].Fields[1].Labels.String(), "app=Application, tag2=tag2")
-		require.Equal(t, res[0].Fields[1].Name, "Value")
-		require.Equal(t, res[0].Fields[1].Config.DisplayNameFromDS, "{app=\"Application\", tag2=\"tag2\"}")
+		require.Equal(t, "{app=\"Application\", tag2=\"tag2\"}", res[0].Fields[1].Name)
 	})
 
 	t.Run("matrix response with NaN value should be changed to null", func(t *testing.T) {
@@ -252,12 +248,12 @@ func TestPrometheus_parseTimeSeriesResponse(t *testing.T) {
 			JSON: b,
 		}
 
-		tctx := setup()
+		tctx := setup(true)
 		res, err := execute(tctx, query, result)
 		require.NoError(t, err)
 
-		require.Equal(t, res[0].Fields[1].Name, "Value")
-		require.True(t, math.IsNaN(res[0].Fields[1].At(0).(float64)))
+		require.Equal(t, "{app=\"Application\"}", res[0].Fields[1].Name)
+		require.True(t, math.IsNaN(*res[0].Fields[1].At(0).(*float64)))
 	})
 
 	t.Run("vector response should be parsed normally", func(t *testing.T) {
@@ -281,20 +277,18 @@ func TestPrometheus_parseTimeSeriesResponse(t *testing.T) {
 		query := backend.DataQuery{
 			JSON: b,
 		}
-		tctx := setup()
+		tctx := setup(true)
 		res, err := execute(tctx, query, qr)
 		require.NoError(t, err)
 
 		require.Len(t, res, 1)
-		require.Equal(t, res[0].Name, "legend Application")
 		require.Len(t, res[0].Fields, 2)
 		require.Len(t, res[0].Fields[0].Labels, 0)
 		require.Equal(t, res[0].Fields[0].Name, "Time")
 		require.Equal(t, res[0].Fields[0].Name, "Time")
 		require.Len(t, res[0].Fields[1].Labels, 2)
 		require.Equal(t, res[0].Fields[1].Labels.String(), "app=Application, tag2=tag2")
-		require.Equal(t, res[0].Fields[1].Name, "Value")
-		require.Equal(t, res[0].Fields[1].Config.DisplayNameFromDS, "legend Application")
+		require.Equal(t, "legend Application", res[0].Fields[1].Name)
 
 		// Ensure the timestamps are UTC zoned
 		testValue := res[0].Fields[0].At(0)
@@ -321,17 +315,15 @@ func TestPrometheus_parseTimeSeriesResponse(t *testing.T) {
 		query := backend.DataQuery{
 			JSON: b,
 		}
-		tctx := setup()
+		tctx := setup(true)
 		res, err := execute(tctx, query, qr)
 		require.NoError(t, err)
 
 		require.Len(t, res, 1)
-		require.Equal(t, res[0].Name, "1")
 		require.Len(t, res[0].Fields, 2)
 		require.Len(t, res[0].Fields[0].Labels, 0)
 		require.Equal(t, res[0].Fields[0].Name, "Time")
-		require.Equal(t, res[0].Fields[1].Name, "Value")
-		require.Equal(t, res[0].Fields[1].Config.DisplayNameFromDS, "1")
+		require.Equal(t, "1", res[0].Fields[1].Name)
 
 		// Ensure the timestamps are UTC zoned
 		testValue := res[0].Fields[0].At(0)
@@ -397,7 +389,7 @@ type testContext struct {
 	queryData    *querydata.QueryData
 }
 
-func setup() *testContext {
+func setup(wideFrames bool) *testContext {
 	tracer, err := tracing.InitializeTracerForTest()
 	if err != nil {
 		panic(err)
@@ -414,7 +406,7 @@ func setup() *testContext {
 	queryData, _ := querydata.New(
 		httpProvider,
 		setting.NewCfg(),
-		&fakeFeatureToggles{enabled: true},
+		&fakeFeatureToggles{flags: map[string]bool{"prometheusStreamingJSONParser": true, "prometheusWideSeries": wideFrames}},
 		tracer,
 		backend.DataSourceInstanceSettings{URL: "http://localhost:9090", JSONData: json.RawMessage(`{"timeInterval": "15s"}`)},
 		&fakeLogger{},
@@ -427,11 +419,11 @@ func setup() *testContext {
 }
 
 type fakeFeatureToggles struct {
-	enabled bool
+	flags map[string]bool
 }
 
 func (f *fakeFeatureToggles) IsEnabled(feature string) bool {
-	return f.enabled
+	return f.flags[feature]
 }
 
 type fakeHttpClientProvider struct {

pkg/tsdb/prometheus/querydata/response.go

@@ -22,20 +22,27 @@ func (s *QueryData) parseResponse(ctx context.Context, q *models.Query, res *htt
 	}()
 
 	iter := jsoniter.Parse(jsoniter.ConfigDefault, res.Body, 1024)
-	r := converter.ReadPrometheusStyleResult(iter)
+	r := converter.ReadPrometheusStyleResult(iter, converter.Options{
+		MatrixWideSeries: s.enableWideSeries,
+		VectorWideSeries: s.enableWideSeries,
+	})
 	if r == nil {
 		return nil, fmt.Errorf("received empty response from prometheus")
 	}
 
 	// The ExecutedQueryString can be viewed in QueryInspector in UI
 	for _, frame := range r.Frames {
-		addMetadataToFrame(q, frame)
+		if s.enableWideSeries {
+			addMetadataToWideFrame(q, frame)
+		} else {
+			addMetadataToMultiFrame(q, frame)
+		}
 	}
 
 	return r, nil
 }
 
-func addMetadataToFrame(q *models.Query, frame *data.Frame) {
+func addMetadataToMultiFrame(q *models.Query, frame *data.Frame) {
 	if frame.Meta == nil {
 		frame.Meta = &data.FrameMeta{}
 	}
@@ -43,16 +50,32 @@ func addMetadataToFrame(q *models.Query, frame *data.Frame) {
 	if len(frame.Fields) < 2 {
 		return
 	}
-	frame.Name = getName(q, frame)
+	frame.Name = getName(q, frame.Fields[1])
 	frame.Fields[0].Config = &data.FieldConfig{Interval: float64(q.Step.Milliseconds())}
 	if frame.Name != "" {
 		frame.Fields[1].Config = &data.FieldConfig{DisplayNameFromDS: frame.Name}
 	}
 }
 
+func addMetadataToWideFrame(q *models.Query, frame *data.Frame) {
+	if frame.Meta == nil {
+		frame.Meta = &data.FrameMeta{}
+	}
+	frame.Meta.ExecutedQueryString = executedQueryString(q)
+	if len(frame.Fields) < 2 {
+		return
+	}
+	frame.Fields[0].Config = &data.FieldConfig{Interval: float64(q.Step.Milliseconds())}
+	for _, f := range frame.Fields {
+		if f.Name != data.TimeSeriesTimeFieldName {
+			f.Name = getName(q, f)
+		}
+	}
+}
+
 // this is based on the logic from the String() function in github.com/prometheus/common/model.go
-func metricNameFromLabels(f *data.Frame) string {
-	labels := f.Fields[1].Labels
+func metricNameFromLabels(f *data.Field) string {
+	labels := f.Labels
 	metricName, hasName := labels["__name__"]
 	numLabels := len(labels) - 1
 	if !hasName {
@@ -81,9 +104,9 @@ func executedQueryString(q *models.Query) string {
 	return "Expr: " + q.Expr + "\n" + "Step: " + q.Step.String()
 }
 
-func getName(q *models.Query, frame *data.Frame) string {
-	labels := frame.Fields[1].Labels
-	legend := metricNameFromLabels(frame)
+func getName(q *models.Query, field *data.Field) string {
+	labels := field.Labels
+	legend := metricNameFromLabels(field)
 
 	if q.LegendFormat == legendFormatAuto && len(labels) > 0 {
 		return ""

pkg/tsdb/prometheus/testdata/range_infinity.buffered.result.golden.txt

@@ -0,0 +1,24 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-many",
+    "custom": {
+        "resultType": "matrix"
+    },
+    "executedQueryString": "Expr: 1 / 0\nStep: 1s"
+}
+Name: 1 / 0
+Dimensions: 2 Fields by 3 Rows
++-------------------------------+------------------+
+| Name: Time                    | Name: Value      |
+| Labels:                       | Labels:          |
+| Type: []time.Time             | Type: []*float64 |
++-------------------------------+------------------+
+| 2022-01-11 08:25:30 +0000 UTC | +Inf             |
+| 2022-01-11 08:25:31 +0000 UTC | +Inf             |
+| 2022-01-11 08:25:32 +0000 UTC | +Inf             |
++-------------------------------+------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/tsdb/prometheus/testdata/range_infinity.result.streaming-wide.golden.json

@@ -0,0 +1,60 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-wide",
+          "custom": {
+            "resultType": "matrix"
+          },
+          "executedQueryString": "Expr: 1 / 0\nStep: 1s"
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            },
+            "config": {
+              "interval": 1000
+            }
+          },
+          {
+            "name": "1 / 0",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {}
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1641889530000,
+            1641889531000,
+            1641889532000
+          ],
+          [
+            null,
+            null,
+            null
+          ]
+        ],
+        "entities": [
+          null,
+          {
+            "Inf": [
+              0,
+              1,
+              2
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}

pkg/tsdb/prometheus/testdata/range_infinity.result.streaming-wide.golden.txt

@@ -0,0 +1,24 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-wide",
+    "custom": {
+        "resultType": "matrix"
+    },
+    "executedQueryString": "Expr: 1 / 0\nStep: 1s"
+}
+Name: 
+Dimensions: 2 Fields by 3 Rows
++-------------------------------+------------------+
+| Name: Time                    | Name: 1 / 0      |
+| Labels:                       | Labels:          |
+| Type: []time.Time             | Type: []*float64 |
++-------------------------------+------------------+
+| 2022-01-11 08:25:30 +0000 UTC | +Inf             |
+| 2022-01-11 08:25:31 +0000 UTC | +Inf             |
+| 2022-01-11 08:25:32 +0000 UTC | +Inf             |
++-------------------------------+------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/tsdb/prometheus/testdata/range_missing.buffered.result.golden.txt

@@ -0,0 +1,24 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-many",
+    "custom": {
+        "resultType": "matrix"
+    },
+    "executedQueryString": "Expr: test1\nStep: 1s"
+}
+Name: go_goroutines{job="prometheus"}
+Dimensions: 2 Fields by 3 Rows
++-------------------------------+------------------------------------------------+
+| Name: Time                    | Name: Value                                    |
+| Labels:                       | Labels: __name__=go_goroutines, job=prometheus |
+| Type: []time.Time             | Type: []*float64                               |
++-------------------------------+------------------------------------------------+
+| 2022-01-11 08:25:33 +0000 UTC | 21                                             |
+| 2022-01-11 08:25:34 +0000 UTC | 32                                             |
+| 2022-01-11 08:25:37 +0000 UTC | 43                                             |
++-------------------------------+------------------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/tsdb/prometheus/testdata/range_missing.result.streaming-wide.golden.json

@@ -0,0 +1,53 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-wide",
+          "custom": {
+            "resultType": "matrix"
+          },
+          "executedQueryString": "Expr: test1\nStep: 1s"
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            },
+            "config": {
+              "interval": 1000
+            }
+          },
+          {
+            "name": "go_goroutines{job=\"prometheus\"}",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "__name__": "go_goroutines",
+              "job": "prometheus"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1641889533000,
+            1641889534000,
+            1641889537000
+          ],
+          [
+            21,
+            32,
+            43
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/tsdb/prometheus/testdata/range_missing.result.streaming-wide.golden.txt

@@ -0,0 +1,24 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-wide",
+    "custom": {
+        "resultType": "matrix"
+    },
+    "executedQueryString": "Expr: test1\nStep: 1s"
+}
+Name: 
+Dimensions: 2 Fields by 3 Rows
++-------------------------------+------------------------------------------------+
+| Name: Time                    | Name: go_goroutines{job="prometheus"}          |
+| Labels:                       | Labels: __name__=go_goroutines, job=prometheus |
+| Type: []time.Time             | Type: []*float64                               |
++-------------------------------+------------------------------------------------+
+| 2022-01-11 08:25:33 +0000 UTC | 21                                             |
+| 2022-01-11 08:25:34 +0000 UTC | 32                                             |
+| 2022-01-11 08:25:37 +0000 UTC | 43                                             |
++-------------------------------+------------------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/tsdb/prometheus/testdata/range_nan.buffered.result.golden.txt

@@ -0,0 +1,24 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-many",
+    "custom": {
+        "resultType": "matrix"
+    },
+    "executedQueryString": "Expr: \nStep: 1s"
+}
+Name: {handler="/api/v1/query_range", job="prometheus"}
+Dimensions: 2 Fields by 3 Rows
++-------------------------------+-----------------------------------------------------+
+| Name: Time                    | Name: Value                                         |
+| Labels:                       | Labels: handler=/api/v1/query_range, job=prometheus |
+| Type: []time.Time             | Type: []*float64                                    |
++-------------------------------+-----------------------------------------------------+
+| 2022-01-11 08:25:30 +0000 UTC | null                                                |
+| 2022-01-11 08:25:31 +0000 UTC | null                                                |
+| 2022-01-11 08:25:32 +0000 UTC | null                                                |
++-------------------------------+-----------------------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/tsdb/prometheus/testdata/range_nan.result.streaming-wide.golden.json

@@ -0,0 +1,63 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-wide",
+          "custom": {
+            "resultType": "matrix"
+          },
+          "executedQueryString": "Expr: \nStep: 1s"
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            },
+            "config": {
+              "interval": 1000
+            }
+          },
+          {
+            "name": "{handler=\"/api/v1/query_range\", job=\"prometheus\"}",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "handler": "/api/v1/query_range",
+              "job": "prometheus"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1641889530000,
+            1641889531000,
+            1641889532000
+          ],
+          [
+            null,
+            null,
+            null
+          ]
+        ],
+        "entities": [
+          null,
+          {
+            "NaN": [
+              0,
+              1,
+              2
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}

pkg/tsdb/prometheus/testdata/range_nan.result.streaming-wide.golden.txt

@@ -0,0 +1,24 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-wide",
+    "custom": {
+        "resultType": "matrix"
+    },
+    "executedQueryString": "Expr: \nStep: 1s"
+}
+Name: 
+Dimensions: 2 Fields by 3 Rows
++-------------------------------+---------------------------------------------------------+
+| Name: Time                    | Name: {handler="/api/v1/query_range", job="prometheus"} |
+| Labels:                       | Labels: handler=/api/v1/query_range, job=prometheus     |
+| Type: []time.Time             | Type: []*float64                                        |
++-------------------------------+---------------------------------------------------------+
+| 2022-01-11 08:25:30 +0000 UTC | NaN                                                     |
+| 2022-01-11 08:25:31 +0000 UTC | NaN                                                     |
+| 2022-01-11 08:25:32 +0000 UTC | NaN                                                     |
++-------------------------------+---------------------------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/tsdb/prometheus/testdata/range_simple.buffered.result.golden.txt

@@ -0,0 +1,46 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-many",
+    "custom": {
+        "resultType": "matrix"
+    },
+    "executedQueryString": "Expr: \nStep: 1s"
+}
+Name: prometheus_http_requests_total{code="200", handler="/api/v1/query_range", job="prometheus"}
+Dimensions: 2 Fields by 3 Rows
++-----------------------------------+--------------------------------------------------------------------------------------------------------+
+| Name: Time                        | Name: Value                                                                                            |
+| Labels:                           | Labels: __name__=prometheus_http_requests_total, code=200, handler=/api/v1/query_range, job=prometheus |
+| Type: []time.Time                 | Type: []*float64                                                                                       |
++-----------------------------------+--------------------------------------------------------------------------------------------------------+
+| 2022-01-11 08:25:30.123 +0000 UTC | 21                                                                                                     |
+| 2022-01-11 08:25:31.123 +0000 UTC | 32                                                                                                     |
+| 2022-01-11 08:25:32.123 +0000 UTC | 43                                                                                                     |
++-----------------------------------+--------------------------------------------------------------------------------------------------------+
+
+
+
+Frame[1] {
+    "type": "timeseries-many",
+    "custom": {
+        "resultType": "matrix"
+    },
+    "executedQueryString": "Expr: \nStep: 1s"
+}
+Name: prometheus_http_requests_total{code="400", handler="/api/v1/query_range", job="prometheus"}
+Dimensions: 2 Fields by 3 Rows
++-----------------------------------+--------------------------------------------------------------------------------------------------------+
+| Name: Time                        | Name: Value                                                                                            |
+| Labels:                           | Labels: __name__=prometheus_http_requests_total, code=400, handler=/api/v1/query_range, job=prometheus |
+| Type: []time.Time                 | Type: []*float64                                                                                       |
++-----------------------------------+--------------------------------------------------------------------------------------------------------+
+| 2022-01-11 08:25:30.123 +0000 UTC | 54                                                                                                     |
+| 2022-01-11 08:25:31.123 +0000 UTC | 65                                                                                                     |
+| 2022-01-11 08:25:32.123 +0000 UTC | 76                                                                                                     |
++-----------------------------------+--------------------------------------------------------------------------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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
+FRAME=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

pkg/tsdb/prometheus/testdata/range_simple.result.golden.json

@@ -99,12 +99,10 @@
         "values": [
           [
             1641889530123,
-            1641889531123,
             1641889532123
           ],
           [
             54,
-            65,
             76
           ]
         ]

pkg/tsdb/prometheus/testdata/range_simple.result.golden.txt

@@ -29,18 +29,17 @@ Frame[1] {
     "executedQueryString": "Expr: \nStep: 1s"
 }
 Name: prometheus_http_requests_total{code="400", handler="/api/v1/query_range", job="prometheus"}
-Dimensions: 2 Fields by 3 Rows
+Dimensions: 2 Fields by 2 Rows
 +-----------------------------------+--------------------------------------------------------------------------------------------------------+
 | Name: Time                        | Name: Value                                                                                            |
 | Labels:                           | Labels: __name__=prometheus_http_requests_total, code=400, handler=/api/v1/query_range, job=prometheus |
 | Type: []time.Time                 | Type: []*float64                                                                                       |
 +-----------------------------------+--------------------------------------------------------------------------------------------------------+
 | 2022-01-11 08:25:30.123 +0000 UTC | 54                                                                                                     |
-| 2022-01-11 08:25:31.123 +0000 UTC | 65                                                                                                     |
 | 2022-01-11 08:25:32.123 +0000 UTC | 76                                                                                                     |
 +-----------------------------------+--------------------------------------------------------------------------------------------------------+
 
 
 ====== TEST DATA RESPONSE (arrow base64) ======
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pkg/tsdb/prometheus/testdata/range_simple.result.json

@@ -25,7 +25,6 @@
         },
         "values": [
           [1641889530.123, "54"],
-          [1641889531.123, "65"],
           [1641889532.123, "76"]
         ]
       }

pkg/tsdb/prometheus/testdata/range_simple.result.streaming-wide.golden.json

@@ -0,0 +1,74 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-wide",
+          "custom": {
+            "resultType": "matrix"
+          },
+          "executedQueryString": "Expr: \nStep: 1s"
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            },
+            "config": {
+              "interval": 1000
+            }
+          },
+          {
+            "name": "prometheus_http_requests_total{code=\"200\", handler=\"/api/v1/query_range\", job=\"prometheus\"}",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "__name__": "prometheus_http_requests_total",
+              "code": "200",
+              "handler": "/api/v1/query_range",
+              "job": "prometheus"
+            }
+          },
+          {
+            "name": "prometheus_http_requests_total{code=\"400\", handler=\"/api/v1/query_range\", job=\"prometheus\"}",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "__name__": "prometheus_http_requests_total",
+              "code": "400",
+              "handler": "/api/v1/query_range",
+              "job": "prometheus"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1641889530123,
+            1641889531123,
+            1641889532123
+          ],
+          [
+            21,
+            32,
+            43
+          ],
+          [
+            54,
+            null,
+            76
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/tsdb/prometheus/testdata/range_simple.result.streaming-wide.golden.txt

@@ -0,0 +1,24 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-wide",
+    "custom": {
+        "resultType": "matrix"
+    },
+    "executedQueryString": "Expr: \nStep: 1s"
+}
+Name: 
+Dimensions: 3 Fields by 3 Rows
++-----------------------------------+--------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------+
+| Name: Time                        | Name: prometheus_http_requests_total{code="200", handler="/api/v1/query_range", job="prometheus"}      | Name: prometheus_http_requests_total{code="400", handler="/api/v1/query_range", job="prometheus"}      |
+| Labels:                           | Labels: __name__=prometheus_http_requests_total, code=200, handler=/api/v1/query_range, job=prometheus | Labels: __name__=prometheus_http_requests_total, code=400, handler=/api/v1/query_range, job=prometheus |
+| Type: []time.Time                 | Type: []*float64                                                                                       | Type: []*float64                                                                                       |
++-----------------------------------+--------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------+
+| 2022-01-11 08:25:30.123 +0000 UTC | 21                                                                                                     | 54                                                                                                     |
+| 2022-01-11 08:25:31.123 +0000 UTC | 32                                                                                                     | null                                                                                                   |
+| 2022-01-11 08:25:32.123 +0000 UTC | 43                                                                                                     | 76                                                                                                     |
++-----------------------------------+--------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/tsdb/prometheus/testdata/range_simple.result.streaming.golden.json

@@ -97,12 +97,10 @@
         "values": [
           [
             1641889530123,
-            1641889531123,
             1641889532123
           ],
           [
             54,
-            65,
             76
           ]
         ]

pkg/tsdb/prometheus/testdata/range_simple.result.streaming.golden.txt

@@ -29,18 +29,17 @@ Frame[1] {
     "executedQueryString": "Expr: \nStep: 1s"
 }
 Name: prometheus_http_requests_total{code="400", handler="/api/v1/query_range", job="prometheus"}
-Dimensions: 2 Fields by 3 Rows
+Dimensions: 2 Fields by 2 Rows
 +-----------------------------------+--------------------------------------------------------------------------------------------------------+
 | Name: Time                        | Name: Value                                                                                            |
 | Labels:                           | Labels: __name__=prometheus_http_requests_total, code=400, handler=/api/v1/query_range, job=prometheus |
 | Type: []time.Time                 | Type: []float64                                                                                        |
 +-----------------------------------+--------------------------------------------------------------------------------------------------------+
 | 2022-01-11 08:25:30.123 +0000 UTC | 54                                                                                                     |
-| 2022-01-11 08:25:31.123 +0000 UTC | 65                                                                                                     |
 | 2022-01-11 08:25:32.123 +0000 UTC | 76                                                                                                     |
 +-----------------------------------+--------------------------------------------------------------------------------------------------------+
 
 
 ====== TEST DATA RESPONSE (arrow base64) ======
 FRAME=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
-FRAME=QVJST1cxAAD/////qAMAABAAAAAAAAoADgAMAAsABAAKAAAAFAAAAAAAAAEEAAoADAAAAAgABAAKAAAACAAAADABAAADAAAApAAAACgAAAAEAAAA+Pz//wgAAAAMAAAAAAAAAAAAAAAFAAAAcmVmSWQAAAAY/f//CAAAAGQAAABbAAAAcHJvbWV0aGV1c19odHRwX3JlcXVlc3RzX3RvdGFse2NvZGU9IjQwMCIsIGhhbmRsZXI9Ii9hcGkvdjEvcXVlcnlfcmFuZ2UiLCBqb2I9InByb21ldGhldXMifQAEAAAAbmFtZQAAAACQ/f//CAAAAHAAAABkAAAAeyJ0eXBlIjoidGltZXNlcmllcy1tYW55IiwiY3VzdG9tIjp7InJlc3VsdFR5cGUiOiJtYXRyaXgifSwiZXhlY3V0ZWRRdWVyeVN0cmluZyI6IkV4cHI6IFxuU3RlcDogMXMifQAAAAAEAAAAbWV0YQAAAAACAAAAoAEAAAQAAAB6/v//FAAAAGgBAABoAQAAAAAAA2gBAAADAAAAvAAAACwAAAAEAAAASP7//wgAAAAQAAAABQAAAFZhbHVlAAAABAAAAG5hbWUAAAAAbP7//wgAAAB4AAAAbQAAAHsiX19uYW1lX18iOiJwcm9tZXRoZXVzX2h0dHBfcmVxdWVzdHNfdG90YWwiLCJjb2RlIjoiNDAwIiwiaGFuZGxlciI6Ii9hcGkvdjEvcXVlcnlfcmFuZ2UiLCJqb2IiOiJwcm9tZXRoZXVzIn0AAAAGAAAAbGFiZWxzAAD4/v//CAAAAIQAAAB5AAAAeyJkaXNwbGF5TmFtZUZyb21EUyI6InByb21ldGhldXNfaHR0cF9yZXF1ZXN0c190b3RhbHtjb2RlPVwiNDAwXCIsIGhhbmRsZXI9XCIvYXBpL3YxL3F1ZXJ5X3JhbmdlXCIsIGpvYj1cInByb21ldGhldXNcIn0ifQAAAAYAAABjb25maWcAAAAAAABW////AAACAAUAAABWYWx1ZQASABgAFAAAABMADAAAAAgABAASAAAAFAAAAHgAAACAAAAAAAAACoAAAAACAAAANAAAAAQAAADc////CAAAABAAAAAEAAAAVGltZQAAAAAEAAAAbmFtZQAAAAAIAAwACAAEAAgAAAAIAAAAHAAAABEAAAB7ImludGVydmFsIjoxMDAwfQAAAAYAAABjb25maWcAAAAAAAAAAAYACAAGAAYAAAAAAAMABAAAAFRpbWUAAAAAAAAAAP////+4AAAAFAAAAAAAAAAMABYAFAATAAwABAAMAAAAMAAAAAAAAAAUAAAAAAAAAwQACgAYAAwACAAEAAoAAAAUAAAAWAAAAAMAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYAAAAAAAAABgAAAAAAAAAAAAAAAAAAAAYAAAAAAAAABgAAAAAAAAAAAAAAAIAAAADAAAAAAAAAAAAAAAAAAAAAwAAAAAAAAAAAAAAAAAAAMAYahvUKckWwOIEV9QpyRbArJ+S1CnJFgAAAAAAAEtAAAAAAABAUEAAAAAAAABTQBAAAAAMABQAEgAMAAgABAAMAAAAEAAAACwAAAA4AAAAAAAEAAEAAAC4AwAAAAAAAMAAAAAAAAAAMAAAAAAAAAAAAAAAAAAAAAAACgAMAAAACAAEAAoAAAAIAAAAMAEAAAMAAACkAAAAKAAAAAQAAAD4/P//CAAAAAwAAAAAAAAAAAAAAAUAAAByZWZJZAAAABj9//8IAAAAZAAAAFsAAABwcm9tZXRoZXVzX2h0dHBfcmVxdWVzdHNfdG90YWx7Y29kZT0iNDAwIiwgaGFuZGxlcj0iL2FwaS92MS9xdWVyeV9yYW5nZSIsIGpvYj0icHJvbWV0aGV1cyJ9AAQAAABuYW1lAAAAAJD9//8IAAAAcAAAAGQAAAB7InR5cGUiOiJ0aW1lc2VyaWVzLW1hbnkiLCJjdXN0b20iOnsicmVzdWx0VHlwZSI6Im1hdHJpeCJ9LCJleGVjdXRlZFF1ZXJ5U3RyaW5nIjoiRXhwcjogXG5TdGVwOiAxcyJ9AAAAAAQAAABtZXRhAAAAAAIAAACgAQAABAAAAHr+//8UAAAAaAEAAGgBAAAAAAADaAEAAAMAAAC8AAAALAAAAAQAAABI/v//CAAAABAAAAAFAAAAVmFsdWUAAAAEAAAAbmFtZQAAAABs/v//CAAAAHgAAABtAAAAeyJfX25hbWVfXyI6InByb21ldGhldXNfaHR0cF9yZXF1ZXN0c190b3RhbCIsImNvZGUiOiI0MDAiLCJoYW5kbGVyIjoiL2FwaS92MS9xdWVyeV9yYW5nZSIsImpvYiI6InByb21ldGhldXMifQAAAAYAAABsYWJlbHMAAPj+//8IAAAAhAAAAHkAAAB7ImRpc3BsYXlOYW1lRnJvbURTIjoicHJvbWV0aGV1c19odHRwX3JlcXVlc3RzX3RvdGFse2NvZGU9XCI0MDBcIiwgaGFuZGxlcj1cIi9hcGkvdjEvcXVlcnlfcmFuZ2VcIiwgam9iPVwicHJvbWV0aGV1c1wifSJ9AAAABgAAAGNvbmZpZwAAAAAAAFb///8AAAIABQAAAFZhbHVlABIAGAAUAAAAEwAMAAAACAAEABIAAAAUAAAAeAAAAIAAAAAAAAAKgAAAAAIAAAA0AAAABAAAANz///8IAAAAEAAAAAQAAABUaW1lAAAAAAQAAABuYW1lAAAAAAgADAAIAAQACAAAAAgAAAAcAAAAEQAAAHsiaW50ZXJ2YWwiOjEwMDB9AAAABgAAAGNvbmZpZwAAAAAAAAAABgAIAAYABgAAAAAAAwAEAAAAVGltZQAAAADQAwAAQVJST1cx
+FRAME=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

pkg/util/converter/prom.go

@@ -16,8 +16,13 @@ func logf(format string, a ...interface{}) {
 	//fmt.Printf(format, a...)
 }
 
+type Options struct {
+	MatrixWideSeries bool
+	VectorWideSeries bool
+}
+
 // ReadPrometheusStyleResult will read results from a prometheus or loki server and return data frames
-func ReadPrometheusStyleResult(iter *jsoniter.Iterator) *backend.DataResponse {
+func ReadPrometheusStyleResult(iter *jsoniter.Iterator, opt Options) *backend.DataResponse {
 	var rsp *backend.DataResponse
 	status := "unknown"
 	errorType := ""
@@ -30,7 +35,7 @@ func ReadPrometheusStyleResult(iter *jsoniter.Iterator) *backend.DataResponse {
 			status = iter.ReadString()
 
 		case "data":
-			rsp = readPrometheusData(iter)
+			rsp = readPrometheusData(iter, opt)
 
 		case "error":
 			err = iter.ReadString()
@@ -84,7 +89,7 @@ func readWarnings(iter *jsoniter.Iterator) []data.Notice {
 	return warnings
 }
 
-func readPrometheusData(iter *jsoniter.Iterator) *backend.DataResponse {
+func readPrometheusData(iter *jsoniter.Iterator, opt Options) *backend.DataResponse {
 	t := iter.WhatIsNext()
 	if t == jsoniter.ArrayValue {
 		return readArrayData(iter)
@@ -107,9 +112,17 @@ func readPrometheusData(iter *jsoniter.Iterator) *backend.DataResponse {
 		case "result":
 			switch resultType {
 			case "matrix":
-				rsp = readMatrixOrVector(iter, resultType)
+				if opt.MatrixWideSeries {
+					rsp = readMatrixOrVectorWide(iter, resultType)
+				} else {
+					rsp = readMatrixOrVectorMulti(iter, resultType)
+				}
 			case "vector":
-				rsp = readMatrixOrVector(iter, resultType)
+				if opt.VectorWideSeries {
+					rsp = readMatrixOrVectorWide(iter, resultType)
+				} else {
+					rsp = readMatrixOrVectorMulti(iter, resultType)
+				}
 			case "streams":
 				rsp = readStream(iter)
 			case "string":
@@ -348,7 +361,113 @@ func readScalar(iter *jsoniter.Iterator) *backend.DataResponse {
 	}
 }
 
-func readMatrixOrVector(iter *jsoniter.Iterator, resultType string) *backend.DataResponse {
+func readMatrixOrVectorWide(iter *jsoniter.Iterator, resultType string) *backend.DataResponse {
+	rowIdx := 0
+	timeMap := map[int64]int{}
+	timeField := data.NewFieldFromFieldType(data.FieldTypeTime, 0)
+	timeField.Name = data.TimeSeriesTimeFieldName
+	frame := data.NewFrame("", timeField)
+	frame.Meta = &data.FrameMeta{
+		Type:   data.FrameTypeTimeSeriesWide,
+		Custom: resultTypeToCustomMeta(resultType),
+	}
+	rsp := &backend.DataResponse{
+		Frames: []*data.Frame{},
+	}
+
+	for iter.ReadArray() {
+		valueField := data.NewFieldFromFieldType(data.FieldTypeNullableFloat64, frame.Rows())
+		valueField.Name = data.TimeSeriesValueFieldName
+		valueField.Labels = data.Labels{}
+		frame.Fields = append(frame.Fields, valueField)
+
+		var histogram *histogramInfo
+
+		for l1Field := iter.ReadObject(); l1Field != ""; l1Field = iter.ReadObject() {
+			switch l1Field {
+			case "metric":
+				iter.ReadVal(&valueField.Labels)
+
+			case "value":
+				timeMap, rowIdx = addValuePairToFrame(frame, timeMap, rowIdx, iter)
+
+			// nolint:goconst
+			case "values":
+				for iter.ReadArray() {
+					timeMap, rowIdx = addValuePairToFrame(frame, timeMap, rowIdx, iter)
+				}
+
+			case "histogram":
+				if histogram == nil {
+					histogram = newHistogramInfo()
+				}
+				err := readHistogram(iter, histogram)
+				if err != nil {
+					rsp.Error = err
+				}
+
+			case "histograms":
+				if histogram == nil {
+					histogram = newHistogramInfo()
+				}
+				for iter.ReadArray() {
+					err := readHistogram(iter, histogram)
+					if err != nil {
+						rsp.Error = err
+					}
+				}
+
+			default:
+				iter.Skip()
+				logf("readMatrixOrVector: %s\n", l1Field)
+			}
+		}
+
+		if histogram != nil {
+			histogram.yMin.Labels = valueField.Labels
+			frame := data.NewFrame(valueField.Name, histogram.time, histogram.yMin, histogram.yMax, histogram.count, histogram.yLayout)
+			frame.Meta = &data.FrameMeta{
+				Type: "heatmap-cells-sparse",
+			}
+			if frame.Name == data.TimeSeriesValueFieldName {
+				frame.Name = "" // only set the name if useful
+			}
+			rsp.Frames = append(rsp.Frames, frame)
+		}
+	}
+
+	if len(rsp.Frames) == 0 {
+		rsp.Frames = append(rsp.Frames, frame)
+	}
+
+	return rsp
+}
+
+func addValuePairToFrame(frame *data.Frame, timeMap map[int64]int, rowIdx int, iter *jsoniter.Iterator) (map[int64]int, int) {
+	timeField := frame.Fields[0]
+	valueField := frame.Fields[len(frame.Fields)-1]
+
+	t, v, err := readTimeValuePair(iter)
+	if err != nil {
+		return timeMap, rowIdx
+	}
+
+	ns := t.UnixNano()
+	i, ok := timeMap[ns]
+	if !ok {
+		timeMap[ns] = rowIdx
+		i = rowIdx
+		expandFrame(frame, i)
+		rowIdx++
+	}
+
+	timeField.Set(i, t)
+	valueField.Set(i, &v)
+
+	return timeMap, rowIdx
+}
+
+func readMatrixOrVectorMulti(iter *jsoniter.Iterator, resultType string) *backend.DataResponse {
 	rsp := &backend.DataResponse{}
 
 	for iter.ReadArray() {
@@ -443,6 +562,14 @@ func readTimeValuePair(iter *jsoniter.Iterator) (time.Time, float64, error) {
 	return tt, fv, err
 }
 
+func expandFrame(frame *data.Frame, idx int) {
+	for _, f := range frame.Fields {
+		if idx+1 > f.Len() {
+			f.Extend(idx + 1 - f.Len())
+		}
+	}
+}
+
 type histogramInfo struct {
 	//XMax (time)	YMin	Ymax	Count	YLayout
 	time    *data.Field

pkg/util/converter/prom_test.go

@@ -4,6 +4,7 @@ import (
 	"io/ioutil"
 	"os"
 	"path"
+	"strings"
 	"testing"
 	"time"
 
@@ -33,48 +34,57 @@ func TestReadPromFrames(t *testing.T) {
 	}
 
 	for _, name := range files {
-		t.Run(name, func(t *testing.T) {
-			// nolint:gosec
-			// We can ignore the gosec G304 because this is a test with static defined paths
-			f, err := os.Open(path.Join("testdata", name+".json"))
-			require.NoError(t, err)
+		t.Run(name, runScenario(name, Options{}))
+		t.Run(name, runScenario(name, Options{MatrixWideSeries: true, VectorWideSeries: true}))
+	}
+}
 
-			iter := jsoniter.Parse(jsoniter.ConfigDefault, f, 1024)
-			rsp := ReadPrometheusStyleResult(iter)
+func runScenario(name string, opts Options) func(t *testing.T) {
+	return func(t *testing.T) {
+		// nolint:gosec
+		// We can ignore the gosec G304 because this is a test with static defined paths
+		f, err := os.Open(path.Join("testdata", name+".json"))
+		require.NoError(t, err)
 
-			out, err := jsoniter.MarshalIndent(rsp, "", "  ")
-			require.NoError(t, err)
+		if opts.MatrixWideSeries || opts.VectorWideSeries {
+			name = name + "-wide"
+		}
+
+		iter := jsoniter.Parse(jsoniter.ConfigDefault, f, 1024)
+		rsp := ReadPrometheusStyleResult(iter, opts)
 
-			save := false
-			fpath := path.Join("testdata", name+"-frame.json")
-
-			// nolint:gosec
-			// We can ignore the gosec G304 because this is a test with static defined paths
-			current, err := ioutil.ReadFile(fpath)
-			if err == nil {
-				same := assert.JSONEq(t, string(out), string(current))
-				if !same {
-					save = true
-				}
-			} else {
-				assert.Fail(t, "missing file: "+fpath)
+		out, err := jsoniter.MarshalIndent(rsp, "", "  ")
+		require.NoError(t, err)
+
+		save := true
+		fpath := path.Join("testdata", name+"-frame.json")
+
+		// nolint:gosec
+		// We can ignore the gosec G304 because this is a test with static defined paths
+		current, err := ioutil.ReadFile(fpath)
+		if err == nil {
+			same := assert.JSONEq(t, string(out), string(current))
+			if !same {
 				save = true
 			}
+		} else {
+			assert.Fail(t, "missing file: "+fpath)
+			save = true
+		}
 
-			if save {
-				err = os.WriteFile(fpath, out, 0600)
-				require.NoError(t, err)
-			}
+		if save {
+			err = os.WriteFile(fpath, out, 0600)
+			require.NoError(t, err)
+		}
 
-			// skip checking golden file for error response. it's not currently supported
-			if name == "prom-error" {
-				return
-			}
+		// skip checking golden file for error response. it's not currently supported
+		if strings.Contains(name, "prom-error") {
+			return
+		}
 
-			fpath = path.Join("testdata", name+"-golden.txt")
-			err = experimental.CheckGoldenDataResponse(fpath, rsp, true)
-			assert.NoError(t, err)
-		})
+		fpath = path.Join("testdata", name+"-golden.txt")
+		err = experimental.CheckGoldenDataResponse(fpath, rsp, true)
+		assert.NoError(t, err)
 	}
 }
 

pkg/util/converter/testdata/loki-streams-a-frame.json

@@ -5,35 +5,35 @@
         "meta": {
           "custom": {
             "stats": {
+              "summary": {
+                "totalLinesProcessed": 55,
+                "execTime": 0.002216125,
+                "bytesProcessedPerSecond": 3507022,
+                "linesProcessedPerSecond": 24818,
+                "totalBytesProcessed": 7772
+              },
               "store": {
-                "headChunkBytes": 0,
-                "headChunkLines": 0,
-                "compressedBytes": 31432,
-                "decompressedBytes": 7772,
                 "decompressedLines": 55,
-                "totalDuplicates": 0,
                 "totalChunksRef": 2,
                 "totalChunksDownloaded": 2,
-                "chunksDownloadTime": 0.000390958
+                "chunksDownloadTime": 0.000390958,
+                "headChunkBytes": 0,
+                "headChunkLines": 0,
+                "decompressedBytes": 7772,
+                "compressedBytes": 31432,
+                "totalDuplicates": 0
               },
               "ingester": {
-                "totalReached": 0,
-                "headChunkBytes": 0,
-                "totalDuplicates": 0,
+                "totalBatches": 0,
                 "headChunkLines": 0,
                 "decompressedBytes": 0,
+                "totalDuplicates": 0,
+                "totalReached": 0,
+                "totalChunksMatched": 0,
                 "decompressedLines": 0,
                 "compressedBytes": 0,
-                "totalChunksMatched": 0,
-                "totalBatches": 0,
-                "totalLinesSent": 0
-              },
-              "summary": {
-                "bytesProcessedPerSecond": 3507022,
-                "linesProcessedPerSecond": 24818,
-                "totalBytesProcessed": 7772,
-                "totalLinesProcessed": 55,
-                "execTime": 0.002216125
+                "totalLinesSent": 0,
+                "headChunkBytes": 0
               }
             }
           }

pkg/util/converter/testdata/loki-streams-a-wide-frame.json

@@ -0,0 +1,90 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "custom": {
+            "stats": {
+              "ingester": {
+                "compressedBytes": 0,
+                "totalDuplicates": 0,
+                "totalReached": 0,
+                "totalChunksMatched": 0,
+                "totalBatches": 0,
+                "totalLinesSent": 0,
+                "decompressedBytes": 0,
+                "decompressedLines": 0,
+                "headChunkBytes": 0,
+                "headChunkLines": 0
+              },
+              "summary": {
+                "bytesProcessedPerSecond": 3507022,
+                "linesProcessedPerSecond": 24818,
+                "totalBytesProcessed": 7772,
+                "totalLinesProcessed": 55,
+                "execTime": 0.002216125
+              },
+              "store": {
+                "totalChunksRef": 2,
+                "totalChunksDownloaded": 2,
+                "headChunkBytes": 0,
+                "decompressedBytes": 7772,
+                "chunksDownloadTime": 0.000390958,
+                "headChunkLines": 0,
+                "decompressedLines": 55,
+                "compressedBytes": 31432,
+                "totalDuplicates": 0
+              }
+            }
+          }
+        },
+        "fields": [
+          {
+            "name": "__labels",
+            "type": "other",
+            "typeInfo": {
+              "frame": "json.RawMessage"
+            }
+          },
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Line",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          },
+          {
+            "name": "TS",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            {"level":"error","location":"moon🌙"},{"level":"info","location":"moon🌙"},{"level":"info","location":"moon🌙"},{"level":"info","location":"moon🌙"},{"level":"info","location":"moon🌙"},{"level":"info","location":"moon🌙"}
+          ],
+          [
+            1645030244810,1645030247027,1645030246277,1645030246277,1645030245539,1645030244091
+          ],
+          [
+            "log line error 1","log line info 1","log line info 2","log line info 2","log line info 3","log line info 4"
+          ],
+          [
+            "1645030244810757120","1645030247027735040","1645030246277587968","1645030246277587968","1645030245539423744","1645030244091700992"
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/loki-streams-a-wide-golden.txt

@@ -0,0 +1,56 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "custom": {
+        "stats": {
+            "ingester": {
+                "compressedBytes": 0,
+                "decompressedBytes": 0,
+                "decompressedLines": 0,
+                "headChunkBytes": 0,
+                "headChunkLines": 0,
+                "totalBatches": 0,
+                "totalChunksMatched": 0,
+                "totalDuplicates": 0,
+                "totalLinesSent": 0,
+                "totalReached": 0
+            },
+            "store": {
+                "chunksDownloadTime": 0.000390958,
+                "compressedBytes": 31432,
+                "decompressedBytes": 7772,
+                "decompressedLines": 55,
+                "headChunkBytes": 0,
+                "headChunkLines": 0,
+                "totalChunksDownloaded": 2,
+                "totalChunksRef": 2,
+                "totalDuplicates": 0
+            },
+            "summary": {
+                "bytesProcessedPerSecond": 3507022,
+                "execTime": 0.002216125,
+                "linesProcessedPerSecond": 24818,
+                "totalBytesProcessed": 7772,
+                "totalLinesProcessed": 55
+            }
+        }
+    }
+}
+Name: 
+Dimensions: 4 Fields by 6 Rows
++---------------------------------------+-----------------------------------------+------------------+---------------------+
+| Name: __labels                        | Name: Time                              | Name: Line       | Name: TS            |
+| Labels:                               | Labels:                                 | Labels:          | Labels:             |
+| Type: []json.RawMessage               | Type: []time.Time                       | Type: []string   | Type: []string      |
++---------------------------------------+-----------------------------------------+------------------+---------------------+
+| {"level":"error","location":"moon🌙"} | 2022-02-16 16:50:44.81075712 +0000 UTC  | log line error 1 | 1645030244810757120 |
+| {"level":"info","location":"moon🌙"}  | 2022-02-16 16:50:47.02773504 +0000 UTC  | log line info 1  | 1645030247027735040 |
+| {"level":"info","location":"moon🌙"}  | 2022-02-16 16:50:46.277587968 +0000 UTC | log line info 2  | 1645030246277587968 |
+| {"level":"info","location":"moon🌙"}  | 2022-02-16 16:50:46.277587968 +0000 UTC | log line info 2  | 1645030246277587968 |
+| {"level":"info","location":"moon🌙"}  | 2022-02-16 16:50:45.539423744 +0000 UTC | log line info 3  | 1645030245539423744 |
+| {"level":"info","location":"moon🌙"}  | 2022-02-16 16:50:44.091700992 +0000 UTC | log line info 4  | 1645030244091700992 |
++---------------------------------------+-----------------------------------------+------------------+---------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/util/converter/testdata/loki-streams-b-frame.json

@@ -16,24 +16,24 @@
                 "totalChunksRef": 2,
                 "chunksDownloadTime": 0.000390958,
                 "headChunkLines": 0,
-                "decompressedLines": 55,
-                "totalDuplicates": 0,
+                "decompressedBytes": 7772,
+                "compressedBytes": 31432,
                 "totalChunksDownloaded": 2,
                 "headChunkBytes": 0,
-                "decompressedBytes": 7772,
-                "compressedBytes": 31432
+                "decompressedLines": 55,
+                "totalDuplicates": 0
               },
               "ingester": {
+                "compressedBytes": 0,
+                "totalDuplicates": 0,
                 "totalReached": 0,
-                "totalChunksMatched": 0,
                 "totalLinesSent": 0,
                 "headChunkBytes": 0,
-                "decompressedLines": 0,
-                "totalBatches": 0,
                 "headChunkLines": 0,
+                "totalChunksMatched": 0,
+                "totalBatches": 0,
                 "decompressedBytes": 0,
-                "compressedBytes": 0,
-                "totalDuplicates": 0
+                "decompressedLines": 0
               }
             }
           }

pkg/util/converter/testdata/loki-streams-b-wide-frame.json

@@ -0,0 +1,90 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "custom": {
+            "stats": {
+              "summary": {
+                "bytesProcessedPerSecond": 3507022,
+                "linesProcessedPerSecond": 24818,
+                "totalBytesProcessed": 7772,
+                "totalLinesProcessed": 55,
+                "execTime": 0.002216125
+              },
+              "store": {
+                "headChunkLines": 0,
+                "decompressedBytes": 7772,
+                "totalChunksRef": 2,
+                "chunksDownloadTime": 0.000390958,
+                "decompressedLines": 55,
+                "compressedBytes": 31432,
+                "totalDuplicates": 0,
+                "totalChunksDownloaded": 2,
+                "headChunkBytes": 0
+              },
+              "ingester": {
+                "compressedBytes": 0,
+                "totalDuplicates": 0,
+                "totalReached": 0,
+                "totalBatches": 0,
+                "totalLinesSent": 0,
+                "headChunkBytes": 0,
+                "decompressedLines": 0,
+                "totalChunksMatched": 0,
+                "headChunkLines": 0,
+                "decompressedBytes": 0
+              }
+            }
+          }
+        },
+        "fields": [
+          {
+            "name": "__labels",
+            "type": "other",
+            "typeInfo": {
+              "frame": "json.RawMessage"
+            }
+          },
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Line",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          },
+          {
+            "name": "TS",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            {"level":"error","location":"moon"},{"level":"info","location":"moon"},{"level":"info","location":"moon"},{"level":"info","location":"moon"},{"level":"info","location":"moon"}
+          ],
+          [
+            1645030244810,1645030247027,1645030246277,1645030245539,1645030244091
+          ],
+          [
+            "log line error 1","log line info 1","log line info 2","log line info 3","log line info 4"
+          ],
+          [
+            "1645030244810757120","1645030247027735040","1645030246277587968","1645030245539423744","1645030244091700992"
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/loki-streams-b-wide-golden.txt

@@ -0,0 +1,55 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "custom": {
+        "stats": {
+            "ingester": {
+                "compressedBytes": 0,
+                "decompressedBytes": 0,
+                "decompressedLines": 0,
+                "headChunkBytes": 0,
+                "headChunkLines": 0,
+                "totalBatches": 0,
+                "totalChunksMatched": 0,
+                "totalDuplicates": 0,
+                "totalLinesSent": 0,
+                "totalReached": 0
+            },
+            "store": {
+                "chunksDownloadTime": 0.000390958,
+                "compressedBytes": 31432,
+                "decompressedBytes": 7772,
+                "decompressedLines": 55,
+                "headChunkBytes": 0,
+                "headChunkLines": 0,
+                "totalChunksDownloaded": 2,
+                "totalChunksRef": 2,
+                "totalDuplicates": 0
+            },
+            "summary": {
+                "bytesProcessedPerSecond": 3507022,
+                "execTime": 0.002216125,
+                "linesProcessedPerSecond": 24818,
+                "totalBytesProcessed": 7772,
+                "totalLinesProcessed": 55
+            }
+        }
+    }
+}
+Name: 
+Dimensions: 4 Fields by 5 Rows
++-------------------------------------+-----------------------------------------+------------------+---------------------+
+| Name: __labels                      | Name: Time                              | Name: Line       | Name: TS            |
+| Labels:                             | Labels:                                 | Labels:          | Labels:             |
+| Type: []json.RawMessage             | Type: []time.Time                       | Type: []string   | Type: []string      |
++-------------------------------------+-----------------------------------------+------------------+---------------------+
+| {"level":"error","location":"moon"} | 2022-02-16 16:50:44.81075712 +0000 UTC  | log line error 1 | 1645030244810757120 |
+| {"level":"info","location":"moon"}  | 2022-02-16 16:50:47.02773504 +0000 UTC  | log line info 1  | 1645030247027735040 |
+| {"level":"info","location":"moon"}  | 2022-02-16 16:50:46.277587968 +0000 UTC | log line info 2  | 1645030246277587968 |
+| {"level":"info","location":"moon"}  | 2022-02-16 16:50:45.539423744 +0000 UTC | log line info 3  | 1645030245539423744 |
+| {"level":"info","location":"moon"}  | 2022-02-16 16:50:44.091700992 +0000 UTC | log line info 4  | 1645030244091700992 |
++-------------------------------------+-----------------------------------------+------------------+---------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/util/converter/testdata/prom-error-wide-frame.json

@@ -0,0 +1,3 @@
+{
+  "error": "bad_data: invalid parameter \"start\": cannot parse \"\" to a valid timestamp"
+}

pkg/util/converter/testdata/prom-error-wide-golden.txt

@@ -0,0 +1,3 @@
+
+ERROR: bad_data: invalid parameter "start": cannot parse "" to a valid timestamp====== TEST DATA RESPONSE (arrow base64) ======
+ERROR=bad_data: invalid parameter "start": cannot parse "" to a valid timestamp

pkg/util/converter/testdata/prom-exemplars-wide-frame.json

@@ -0,0 +1,116 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "custom": {
+            "resultType": "exemplar"
+          }
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64"
+            },
+            "labels": {
+              "__name__": "test_exemplar_metric_total",
+              "instance": "localhost:8090",
+              "job": "prometheus",
+              "service": "bar"
+            }
+          },
+          {
+            "name": "traceID",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          },
+          {
+            "name": "a",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1600096945479
+          ],
+          [
+            6
+          ],
+          [
+            "EpTxMJ40fUus7aGY"
+          ],
+          [
+            "not in next"
+          ]
+        ]
+      }
+    },
+    {
+      "schema": {
+        "meta": {
+          "custom": {
+            "resultType": "exemplar"
+          }
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64"
+            },
+            "labels": {
+              "__name__": "test_exemplar_metric_total",
+              "instance": "localhost:8090",
+              "job": "prometheus",
+              "service": "foo"
+            }
+          },
+          {
+            "name": "traceID",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1600096955479,1600096965489
+          ],
+          [
+            19,20
+          ],
+          [
+            "Olp9XHlq763ccsfa","hCtjygkIHwAN9vs4"
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-exemplars-wide-golden.txt

@@ -0,0 +1,39 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "custom": {
+        "resultType": "exemplar"
+    }
+}
+Name: 
+Dimensions: 4 Fields by 1 Rows
++-----------------------------------+---------------------------------------------------------------------------------------------------+------------------+----------------+
+| Name: Time                        | Name: Value                                                                                       | Name: traceID    | Name: a        |
+| Labels:                           | Labels: __name__=test_exemplar_metric_total, instance=localhost:8090, job=prometheus, service=bar | Labels:          | Labels:        |
+| Type: []time.Time                 | Type: []float64                                                                                   | Type: []string   | Type: []string |
++-----------------------------------+---------------------------------------------------------------------------------------------------+------------------+----------------+
+| 2020-09-14 15:22:25.479 +0000 UTC | 6                                                                                                 | EpTxMJ40fUus7aGY | not in next    |
++-----------------------------------+---------------------------------------------------------------------------------------------------+------------------+----------------+
+
+
+
+Frame[1] {
+    "custom": {
+        "resultType": "exemplar"
+    }
+}
+Name: 
+Dimensions: 3 Fields by 2 Rows
++-----------------------------------+---------------------------------------------------------------------------------------------------+------------------+
+| Name: Time                        | Name: Value                                                                                       | Name: traceID    |
+| Labels:                           | Labels: __name__=test_exemplar_metric_total, instance=localhost:8090, job=prometheus, service=foo | Labels:          |
+| Type: []time.Time                 | Type: []float64                                                                                   | Type: []string   |
++-----------------------------------+---------------------------------------------------------------------------------------------------+------------------+
+| 2020-09-14 15:22:35.479 +0000 UTC | 19                                                                                                | Olp9XHlq763ccsfa |
+| 2020-09-14 15:22:45.489 +0000 UTC | 20                                                                                                | hCtjygkIHwAN9vs4 |
++-----------------------------------+---------------------------------------------------------------------------------------------------+------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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
+FRAME=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

pkg/util/converter/testdata/prom-labels-wide-frame.json

@@ -0,0 +1,24 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "fields": [
+          {
+            "name": "Value",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            "__name__","call","code","config","dialer_name","endpoint","event","goversion","handler","instance","interval","job","le","listener_name","name","quantile","reason","role","scrape_job","slice","version"
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-labels-wide-golden.txt

@@ -0,0 +1,25 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] 
+Name: 
+Dimensions: 1 Fields by 21 Rows
++----------------+
+| Name: Value    |
+| Labels:        |
+| Type: []string |
++----------------+
+| __name__       |
+| call           |
+| code           |
+| config         |
+| dialer_name    |
+| endpoint       |
+| event          |
+| goversion      |
+| handler        |
+| ...            |
++----------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/util/converter/testdata/prom-matrix-wide-frame.json

@@ -0,0 +1,62 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-wide",
+          "custom": {
+            "resultType": "matrix"
+          }
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "__name__": "up",
+              "instance": "localhost:9090",
+              "job": "prometheus"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "__name__": "up",
+              "instance": "localhost:9091",
+              "job": "node"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1435781430781,1435781445781,1435781460781
+          ],
+          [
+            1,1,1
+          ],
+          [
+            0,0,1
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-matrix-wide-golden.txt

@@ -0,0 +1,23 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-wide",
+    "custom": {
+        "resultType": "matrix"
+    }
+}
+Name: 
+Dimensions: 3 Fields by 3 Rows
++-----------------------------------+--------------------------------------------------------------+--------------------------------------------------------+
+| Name: Time                        | Name: Value                                                  | Name: Value                                            |
+| Labels:                           | Labels: __name__=up, instance=localhost:9090, job=prometheus | Labels: __name__=up, instance=localhost:9091, job=node |
+| Type: []time.Time                 | Type: []*float64                                             | Type: []*float64                                       |
++-----------------------------------+--------------------------------------------------------------+--------------------------------------------------------+
+| 2015-07-01 20:10:30.781 +0000 UTC | 1                                                            | 0                                                      |
+| 2015-07-01 20:10:45.781 +0000 UTC | 1                                                            | 0                                                      |
+| 2015-07-01 20:11:00.781 +0000 UTC | 1                                                            | 1                                                      |
++-----------------------------------+--------------------------------------------------------------+--------------------------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/util/converter/testdata/prom-matrix-with-nans-wide-frame.json

@@ -0,0 +1,59 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-wide",
+          "custom": {
+            "resultType": "matrix"
+          }
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "handler": "/api/v1/query_range",
+              "job": "prometheus"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1641889530000,1641889531000,1641889532000
+          ],
+          [
+            null,null,null
+          ]
+        ],
+        "entities": [
+          null,
+          {
+            "NaN": [
+              1
+            ],
+            "Inf": [
+              0
+            ],
+            "NegInf": [
+              2
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-matrix-with-nans-wide-golden.txt

@@ -0,0 +1,23 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-wide",
+    "custom": {
+        "resultType": "matrix"
+    }
+}
+Name: 
+Dimensions: 2 Fields by 3 Rows
++-------------------------------+-----------------------------------------------------+
+| Name: Time                    | Name: Value                                         |
+| Labels:                       | Labels: handler=/api/v1/query_range, job=prometheus |
+| Type: []time.Time             | Type: []*float64                                    |
++-------------------------------+-----------------------------------------------------+
+| 2022-01-11 08:25:30 +0000 UTC | +Inf                                                |
+| 2022-01-11 08:25:31 +0000 UTC | NaN                                                 |
+| 2022-01-11 08:25:32 +0000 UTC | -Inf                                                |
++-------------------------------+-----------------------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/util/converter/testdata/prom-scalar-wide-frame.json

@@ -0,0 +1,43 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-many",
+          "custom": {
+            "resultType": "scalar"
+          }
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64"
+            },
+            "labels": {
+              
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1651680139104
+          ],
+          [
+            0.00002482
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-scalar-wide-golden.txt

@@ -0,0 +1,21 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-many",
+    "custom": {
+        "resultType": "scalar"
+    }
+}
+Name: 
+Dimensions: 2 Fields by 1 Rows
++-----------------------------------+-----------------+
+| Name: Time                        | Name: Value     |
+| Labels:                           | Labels:         |
+| Type: []time.Time                 | Type: []float64 |
++-----------------------------------+-----------------+
+| 2022-05-04 16:02:19.104 +0000 UTC | 2.482e-05       |
++-----------------------------------+-----------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/util/converter/testdata/prom-series-wide-frame.json

@@ -0,0 +1,44 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "fields": [
+          {
+            "name": "__name__",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          },
+          {
+            "name": "job",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          },
+          {
+            "name": "instance",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            "up","up","process_start_time_seconds"
+          ],
+          [
+            "prometheus","node","prometheus"
+          ],
+          [
+            "localhost:9090","localhost:9091","localhost:9090"
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-series-wide-golden.txt

@@ -0,0 +1,18 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] 
+Name: 
+Dimensions: 3 Fields by 3 Rows
++----------------------------+----------------+----------------+
+| Name: __name__             | Name: job      | Name: instance |
+| Labels:                    | Labels:        | Labels:        |
+| Type: []string             | Type: []string | Type: []string |
++----------------------------+----------------+----------------+
+| up                         | prometheus     | localhost:9090 |
+| up                         | node           | localhost:9091 |
+| process_start_time_seconds | prometheus     | localhost:9090 |
++----------------------------+----------------+----------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/util/converter/testdata/prom-string-wide-frame.json

@@ -0,0 +1,43 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-many",
+          "custom": {
+            "resultType": "string"
+          }
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "string",
+            "typeInfo": {
+              "frame": "string"
+            },
+            "labels": {
+              
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1651680139104
+          ],
+          [
+            "example"
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-string-wide-golden.txt

@@ -0,0 +1,21 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-many",
+    "custom": {
+        "resultType": "string"
+    }
+}
+Name: 
+Dimensions: 2 Fields by 1 Rows
++-----------------------------------+----------------+
+| Name: Time                        | Name: Value    |
+| Labels:                           | Labels:        |
+| Type: []time.Time                 | Type: []string |
++-----------------------------------+----------------+
+| 2022-05-04 16:02:19.104 +0000 UTC | example        |
++-----------------------------------+----------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
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pkg/util/converter/testdata/prom-vector-histogram-no-labels-wide-frame.json

@@ -0,0 +1,70 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "heatmap-cells-sparse"
+        },
+        "fields": [
+          {
+            "name": "xMax",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "yMin",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64"
+            },
+            "labels": {
+              
+            }
+          },
+          {
+            "name": "yMax",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64"
+            }
+          },
+          {
+            "name": "count",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64"
+            }
+          },
+          {
+            "name": "yLayout",
+            "type": "number",
+            "typeInfo": {
+              "frame": "int8"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
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+          ],
+          [
+            0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+          ]
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-vector-wide-frame.json

@@ -0,0 +1,127 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-wide",
+          "custom": {
+            "resultType": "vector"
+          }
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "__name__": "up",
+              "instance": "localhost:9090",
+              "job": "prometheus"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "__name__": "up",
+              "instance": "localhost:9100",
+              "job": "node"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "level": "error",
+              "location": "moon"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "level": "info",
+              "location": "moon"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "level": "debug",
+              "location": "moon"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1435781451781,1645029699000
+          ],
+          [
+            1,null
+          ],
+          [
+            0,null
+          ],
+          [
+            null,null
+          ],
+          [
+            null,null
+          ],
+          [
+            null,null
+          ]
+        ],
+        "entities": [
+          null,
+          null,
+          null,
+          {
+            "Inf": [
+              1
+            ]
+          },
+          {
+            "NegInf": [
+              1
+            ]
+          },
+          {
+            "NaN": [
+              1
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-vector-wide-golden.txt

@@ -0,0 +1,22 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-wide",
+    "custom": {
+        "resultType": "vector"
+    }
+}
+Name: 
+Dimensions: 6 Fields by 2 Rows
++-----------------------------------+--------------------------------------------------------------+--------------------------------------------------------+------------------------------------+-----------------------------------+------------------------------------+
+| Name: Time                        | Name: Value                                                  | Name: Value                                            | Name: Value                        | Name: Value                       | Name: Value                        |
+| Labels:                           | Labels: __name__=up, instance=localhost:9090, job=prometheus | Labels: __name__=up, instance=localhost:9100, job=node | Labels: level=error, location=moon | Labels: level=info, location=moon | Labels: level=debug, location=moon |
+| Type: []time.Time                 | Type: []*float64                                             | Type: []*float64                                       | Type: []*float64                   | Type: []*float64                  | Type: []*float64                   |
++-----------------------------------+--------------------------------------------------------------+--------------------------------------------------------+------------------------------------+-----------------------------------+------------------------------------+
+| 2015-07-01 20:10:51.781 +0000 UTC | 1                                                            | 0                                                      | null                               | null                              | null                               |
+| 2022-02-16 16:41:39 +0000 UTC     | null                                                         | null                                                   | +Inf                               | -Inf                              | NaN                                |
++-----------------------------------+--------------------------------------------------------------+--------------------------------------------------------+------------------------------------+-----------------------------------+------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
+FRAME=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

pkg/util/converter/testdata/prom-warnings-wide-frame.json

@@ -0,0 +1,137 @@
+{
+  "frames": [
+    {
+      "schema": {
+        "meta": {
+          "type": "timeseries-wide",
+          "custom": {
+            "resultType": "vector"
+          },
+          "notices": [
+            {
+              "severity": "warning",
+              "text": "warning 1"
+            },
+            {
+              "severity": "warning",
+              "text": "warning 2"
+            }
+          ]
+        },
+        "fields": [
+          {
+            "name": "Time",
+            "type": "time",
+            "typeInfo": {
+              "frame": "time.Time"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "__name__": "up",
+              "instance": "localhost:9090",
+              "job": "prometheus"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "__name__": "up",
+              "instance": "localhost:9100",
+              "job": "node"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "level": "error",
+              "location": "moon"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "level": "info",
+              "location": "moon"
+            }
+          },
+          {
+            "name": "Value",
+            "type": "number",
+            "typeInfo": {
+              "frame": "float64",
+              "nullable": true
+            },
+            "labels": {
+              "level": "debug",
+              "location": "moon"
+            }
+          }
+        ]
+      },
+      "data": {
+        "values": [
+          [
+            1435781451781,1645029699000
+          ],
+          [
+            1,null
+          ],
+          [
+            0,null
+          ],
+          [
+            null,null
+          ],
+          [
+            null,null
+          ],
+          [
+            null,null
+          ]
+        ],
+        "entities": [
+          null,
+          null,
+          null,
+          {
+            "Inf": [
+              1
+            ]
+          },
+          {
+            "NegInf": [
+              1
+            ]
+          },
+          {
+            "NaN": [
+              1
+            ]
+          }
+        ]
+      }
+    }
+  ]
+}

pkg/util/converter/testdata/prom-warnings-wide-golden.txt

@@ -0,0 +1,32 @@
+🌟 This was machine generated.  Do not edit. 🌟
+
+Frame[0] {
+    "type": "timeseries-wide",
+    "custom": {
+        "resultType": "vector"
+    },
+    "notices": [
+        {
+            "severity": "warning",
+            "text": "warning 1"
+        },
+        {
+            "severity": "warning",
+            "text": "warning 2"
+        }
+    ]
+}
+Name: 
+Dimensions: 6 Fields by 2 Rows
++-----------------------------------+--------------------------------------------------------------+--------------------------------------------------------+------------------------------------+-----------------------------------+------------------------------------+
+| Name: Time                        | Name: Value                                                  | Name: Value                                            | Name: Value                        | Name: Value                       | Name: Value                        |
+| Labels:                           | Labels: __name__=up, instance=localhost:9090, job=prometheus | Labels: __name__=up, instance=localhost:9100, job=node | Labels: level=error, location=moon | Labels: level=info, location=moon | Labels: level=debug, location=moon |
+| Type: []time.Time                 | Type: []*float64                                             | Type: []*float64                                       | Type: []*float64                   | Type: []*float64                  | Type: []*float64                   |
++-----------------------------------+--------------------------------------------------------------+--------------------------------------------------------+------------------------------------+-----------------------------------+------------------------------------+
+| 2015-07-01 20:10:51.781 +0000 UTC | 1                                                            | 0                                                      | null                               | null                              | null                               |
+| 2022-02-16 16:41:39 +0000 UTC     | null                                                         | null                                                   | +Inf                               | -Inf                              | NaN                                |
++-----------------------------------+--------------------------------------------------------------+--------------------------------------------------------+------------------------------------+-----------------------------------+------------------------------------+
+
+
+====== TEST DATA RESPONSE (arrow base64) ======
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