// Copyright 2017 The Prometheus Authors // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. package remote import ( "bytes" "fmt" "sync" "testing" "github.com/gogo/protobuf/proto" "github.com/prometheus/common/model" "github.com/stretchr/testify/require" "github.com/prometheus/prometheus/model/histogram" "github.com/prometheus/prometheus/model/labels" "github.com/prometheus/prometheus/prompb" "github.com/prometheus/prometheus/storage" "github.com/prometheus/prometheus/tsdb/chunkenc" "github.com/prometheus/prometheus/tsdb/chunks" "github.com/prometheus/prometheus/tsdb/tsdbutil" "github.com/prometheus/prometheus/util/annotations" ) var testHistogram = histogram.Histogram{ Schema: 2, ZeroThreshold: 1e-128, ZeroCount: 0, Count: 0, Sum: 20, PositiveSpans: []histogram.Span{{Offset: 0, Length: 1}}, PositiveBuckets: []int64{1}, NegativeSpans: []histogram.Span{{Offset: 0, Length: 1}}, NegativeBuckets: []int64{-1}, } var writeRequestFixture = &prompb.WriteRequest{ Timeseries: []prompb.TimeSeries{ { Labels: []prompb.Label{ {Name: "__name__", Value: "test_metric1"}, {Name: "b", Value: "c"}, {Name: "baz", Value: "qux"}, {Name: "d", Value: "e"}, {Name: "foo", Value: "bar"}, }, Samples: []prompb.Sample{{Value: 1, Timestamp: 0}}, Exemplars: []prompb.Exemplar{{Labels: []prompb.Label{{Name: "f", Value: "g"}}, Value: 1, Timestamp: 0}}, Histograms: []prompb.Histogram{HistogramToHistogramProto(0, &testHistogram), FloatHistogramToHistogramProto(1, testHistogram.ToFloat(nil))}, }, { Labels: []prompb.Label{ {Name: "__name__", Value: "test_metric1"}, {Name: "b", Value: "c"}, {Name: "baz", Value: "qux"}, {Name: "d", Value: "e"}, {Name: "foo", Value: "bar"}, }, Samples: []prompb.Sample{{Value: 2, Timestamp: 1}}, Exemplars: []prompb.Exemplar{{Labels: []prompb.Label{{Name: "h", Value: "i"}}, Value: 2, Timestamp: 1}}, Histograms: []prompb.Histogram{HistogramToHistogramProto(2, &testHistogram), FloatHistogramToHistogramProto(3, testHistogram.ToFloat(nil))}, }, }, } func TestValidateLabelsAndMetricName(t *testing.T) { tests := []struct { input []prompb.Label expectedErr string description string }{ { input: []prompb.Label{ {Name: "__name__", Value: "name"}, {Name: "labelName", Value: "labelValue"}, }, expectedErr: "", description: "regular labels", }, { input: []prompb.Label{ {Name: "__name__", Value: "name"}, {Name: "_labelName", Value: "labelValue"}, }, expectedErr: "", description: "label name with _", }, { input: []prompb.Label{ {Name: "__name__", Value: "name"}, {Name: "@labelName", Value: "labelValue"}, }, expectedErr: "invalid label name: @labelName", description: "label name with @", }, { input: []prompb.Label{ {Name: "__name__", Value: "name"}, {Name: "123labelName", Value: "labelValue"}, }, expectedErr: "invalid label name: 123labelName", description: "label name starts with numbers", }, { input: []prompb.Label{ {Name: "__name__", Value: "name"}, {Name: "", Value: "labelValue"}, }, expectedErr: "invalid label name: ", description: "label name is empty string", }, { input: []prompb.Label{ {Name: "__name__", Value: "name"}, {Name: "labelName", Value: string([]byte{0xff})}, }, expectedErr: "invalid label value: " + string([]byte{0xff}), description: "label value is an invalid UTF-8 value", }, { input: []prompb.Label{ {Name: "__name__", Value: "@invalid_name"}, }, expectedErr: "invalid metric name: @invalid_name", description: "metric name starts with @", }, { input: []prompb.Label{ {Name: "__name__", Value: "name1"}, {Name: "__name__", Value: "name2"}, }, expectedErr: "duplicate label with name: __name__", description: "duplicate label names", }, { input: []prompb.Label{ {Name: "label1", Value: "name"}, {Name: "label2", Value: "name"}, }, expectedErr: "", description: "duplicate label values", }, { input: []prompb.Label{ {Name: "", Value: "name"}, {Name: "label2", Value: "name"}, }, expectedErr: "invalid label name: ", description: "don't report as duplicate label name", }, } for _, test := range tests { t.Run(test.description, func(t *testing.T) { err := validateLabelsAndMetricName(test.input) if test.expectedErr != "" { require.Error(t, err) require.Equal(t, test.expectedErr, err.Error()) } else { require.NoError(t, err) } }) } } func TestConcreteSeriesSet(t *testing.T) { series1 := &concreteSeries{ labels: labels.FromStrings("foo", "bar"), floats: []prompb.Sample{{Value: 1, Timestamp: 2}}, } series2 := &concreteSeries{ labels: labels.FromStrings("foo", "baz"), floats: []prompb.Sample{{Value: 3, Timestamp: 4}}, } c := &concreteSeriesSet{ series: []storage.Series{series1, series2}, } require.True(t, c.Next(), "Expected Next() to be true.") require.Equal(t, series1, c.At(), "Unexpected series returned.") require.True(t, c.Next(), "Expected Next() to be true.") require.Equal(t, series2, c.At(), "Unexpected series returned.") require.False(t, c.Next(), "Expected Next() to be false.") } func TestConcreteSeriesClonesLabels(t *testing.T) { lbls := labels.FromStrings("a", "b", "c", "d") cs := concreteSeries{ labels: lbls, } gotLabels := cs.Labels() require.Equal(t, lbls, gotLabels) gotLabels.CopyFrom(labels.FromStrings("a", "foo", "c", "foo")) gotLabels = cs.Labels() require.Equal(t, lbls, gotLabels) } func TestConcreteSeriesIterator_FloatSamples(t *testing.T) { series := &concreteSeries{ labels: labels.FromStrings("foo", "bar"), floats: []prompb.Sample{ {Value: 1, Timestamp: 1}, {Value: 1.5, Timestamp: 1}, {Value: 2, Timestamp: 2}, {Value: 3, Timestamp: 3}, {Value: 4, Timestamp: 4}, }, } it := series.Iterator(nil) // Seek to the first sample with ts=1. require.Equal(t, chunkenc.ValFloat, it.Seek(1)) ts, v := it.At() require.Equal(t, int64(1), ts) require.Equal(t, 1., v) // Seek one further, next sample still has ts=1. require.Equal(t, chunkenc.ValFloat, it.Next()) ts, v = it.At() require.Equal(t, int64(1), ts) require.Equal(t, 1.5, v) // Seek again to 1 and make sure we stay where we are. require.Equal(t, chunkenc.ValFloat, it.Seek(1)) ts, v = it.At() require.Equal(t, int64(1), ts) require.Equal(t, 1.5, v) // Another seek. require.Equal(t, chunkenc.ValFloat, it.Seek(3)) ts, v = it.At() require.Equal(t, int64(3), ts) require.Equal(t, 3., v) // And we don't go back. require.Equal(t, chunkenc.ValFloat, it.Seek(2)) ts, v = it.At() require.Equal(t, int64(3), ts) require.Equal(t, 3., v) // Seek beyond the end. require.Equal(t, chunkenc.ValNone, it.Seek(5)) // And we don't go back. (This exposes issue #10027.) require.Equal(t, chunkenc.ValNone, it.Seek(2)) } func TestConcreteSeriesIterator_HistogramSamples(t *testing.T) { histograms := tsdbutil.GenerateTestHistograms(5) histProtos := make([]prompb.Histogram, len(histograms)) for i, h := range histograms { // Results in ts sequence of 1, 1, 2, 3, 4. var ts int64 if i == 0 { ts = 1 } else { ts = int64(i) } histProtos[i] = HistogramToHistogramProto(ts, h) } series := &concreteSeries{ labels: labels.FromStrings("foo", "bar"), histograms: histProtos, } it := series.Iterator(nil) // Seek to the first sample with ts=1. require.Equal(t, chunkenc.ValHistogram, it.Seek(1)) ts, v := it.AtHistogram() require.Equal(t, int64(1), ts) require.Equal(t, histograms[0], v) // Seek one further, next sample still has ts=1. require.Equal(t, chunkenc.ValHistogram, it.Next()) ts, v = it.AtHistogram() require.Equal(t, int64(1), ts) require.Equal(t, histograms[1], v) // Seek again to 1 and make sure we stay where we are. require.Equal(t, chunkenc.ValHistogram, it.Seek(1)) ts, v = it.AtHistogram() require.Equal(t, int64(1), ts) require.Equal(t, histograms[1], v) // Another seek. require.Equal(t, chunkenc.ValHistogram, it.Seek(3)) ts, v = it.AtHistogram() require.Equal(t, int64(3), ts) require.Equal(t, histograms[3], v) // And we don't go back. require.Equal(t, chunkenc.ValHistogram, it.Seek(2)) ts, v = it.AtHistogram() require.Equal(t, int64(3), ts) require.Equal(t, histograms[3], v) // Seek beyond the end. require.Equal(t, chunkenc.ValNone, it.Seek(5)) // And we don't go back. (This exposes issue #10027.) require.Equal(t, chunkenc.ValNone, it.Seek(2)) } func TestConcreteSeriesIterator_FloatAndHistogramSamples(t *testing.T) { // Series starts as histograms, then transitions to floats at ts=8 (with an overlap from ts=8 to ts=10), then // transitions back to histograms at ts=16. histograms := tsdbutil.GenerateTestHistograms(15) histProtos := make([]prompb.Histogram, len(histograms)) for i, h := range histograms { if i < 10 { histProtos[i] = HistogramToHistogramProto(int64(i+1), h) } else { histProtos[i] = HistogramToHistogramProto(int64(i+6), h) } } series := &concreteSeries{ labels: labels.FromStrings("foo", "bar"), floats: []prompb.Sample{ {Value: 1, Timestamp: 8}, {Value: 2, Timestamp: 9}, {Value: 3, Timestamp: 10}, {Value: 4, Timestamp: 11}, {Value: 5, Timestamp: 12}, {Value: 6, Timestamp: 13}, {Value: 7, Timestamp: 14}, {Value: 8, Timestamp: 15}, }, histograms: histProtos, } it := series.Iterator(nil) var ( ts int64 v float64 h *histogram.Histogram fh *histogram.FloatHistogram ) require.Equal(t, chunkenc.ValHistogram, it.Next()) ts, h = it.AtHistogram() require.Equal(t, int64(1), ts) require.Equal(t, histograms[0], h) require.Equal(t, chunkenc.ValHistogram, it.Next()) ts, h = it.AtHistogram() require.Equal(t, int64(2), ts) require.Equal(t, histograms[1], h) // Seek to the first float/histogram sample overlap at ts=8 (should prefer the float sample). require.Equal(t, chunkenc.ValFloat, it.Seek(8)) ts, v = it.At() require.Equal(t, int64(8), ts) require.Equal(t, 1., v) // Attempting to seek backwards should do nothing. require.Equal(t, chunkenc.ValFloat, it.Seek(1)) ts, v = it.At() require.Equal(t, int64(8), ts) require.Equal(t, 1., v) // Seeking to 8 again should also do nothing. require.Equal(t, chunkenc.ValFloat, it.Seek(8)) ts, v = it.At() require.Equal(t, int64(8), ts) require.Equal(t, 1., v) // Again, should prefer the float sample. require.Equal(t, chunkenc.ValFloat, it.Next()) ts, v = it.At() require.Equal(t, int64(9), ts) require.Equal(t, 2., v) // Seek to ts=11 where there are only float samples. require.Equal(t, chunkenc.ValFloat, it.Seek(11)) ts, v = it.At() require.Equal(t, int64(11), ts) require.Equal(t, 4., v) // Seek to ts=15 right before the transition back to histogram samples. require.Equal(t, chunkenc.ValFloat, it.Seek(15)) ts, v = it.At() require.Equal(t, int64(15), ts) require.Equal(t, 8., v) require.Equal(t, chunkenc.ValHistogram, it.Next()) ts, h = it.AtHistogram() require.Equal(t, int64(16), ts) require.Equal(t, histograms[10], h) // Getting a float histogram from an int histogram works. require.Equal(t, chunkenc.ValHistogram, it.Next()) ts, fh = it.AtFloatHistogram() require.Equal(t, int64(17), ts) expected := HistogramProtoToFloatHistogram(HistogramToHistogramProto(int64(17), histograms[11])) require.Equal(t, expected, fh) // Keep calling Next() until the end. for i := 0; i < 3; i++ { require.Equal(t, chunkenc.ValHistogram, it.Next()) } // The iterator is exhausted. require.Equal(t, chunkenc.ValNone, it.Next()) require.Equal(t, chunkenc.ValNone, it.Next()) // Should also not be able to seek backwards again. require.Equal(t, chunkenc.ValNone, it.Seek(1)) } func TestFromQueryResultWithDuplicates(t *testing.T) { ts1 := prompb.TimeSeries{ Labels: []prompb.Label{ {Name: "foo", Value: "bar"}, {Name: "foo", Value: "def"}, }, Samples: []prompb.Sample{ {Value: 0.0, Timestamp: 0}, }, } res := prompb.QueryResult{ Timeseries: []*prompb.TimeSeries{ &ts1, }, } series := FromQueryResult(false, &res) errSeries, isErrSeriesSet := series.(errSeriesSet) require.True(t, isErrSeriesSet, "Expected resulting series to be an errSeriesSet") errMessage := errSeries.Err().Error() require.Equal(t, "duplicate label with name: foo", errMessage, fmt.Sprintf("Expected error to be from duplicate label, but got: %s", errMessage)) } func TestNegotiateResponseType(t *testing.T) { r, err := NegotiateResponseType([]prompb.ReadRequest_ResponseType{ prompb.ReadRequest_STREAMED_XOR_CHUNKS, prompb.ReadRequest_SAMPLES, }) require.NoError(t, err) require.Equal(t, prompb.ReadRequest_STREAMED_XOR_CHUNKS, r) r2, err := NegotiateResponseType([]prompb.ReadRequest_ResponseType{ prompb.ReadRequest_SAMPLES, prompb.ReadRequest_STREAMED_XOR_CHUNKS, }) require.NoError(t, err) require.Equal(t, prompb.ReadRequest_SAMPLES, r2) r3, err := NegotiateResponseType([]prompb.ReadRequest_ResponseType{}) require.NoError(t, err) require.Equal(t, prompb.ReadRequest_SAMPLES, r3) _, err = NegotiateResponseType([]prompb.ReadRequest_ResponseType{20}) require.Error(t, err, "expected error due to not supported requested response types") require.Equal(t, "server does not support any of the requested response types: [20]; supported: map[SAMPLES:{} STREAMED_XOR_CHUNKS:{}]", err.Error()) } func TestMergeLabels(t *testing.T) { for _, tc := range []struct { primary, secondary, expected []prompb.Label }{ { primary: []prompb.Label{{Name: "aaa", Value: "foo"}, {Name: "bbb", Value: "foo"}, {Name: "ddd", Value: "foo"}}, secondary: []prompb.Label{{Name: "bbb", Value: "bar"}, {Name: "ccc", Value: "bar"}}, expected: []prompb.Label{{Name: "aaa", Value: "foo"}, {Name: "bbb", Value: "foo"}, {Name: "ccc", Value: "bar"}, {Name: "ddd", Value: "foo"}}, }, { primary: []prompb.Label{{Name: "bbb", Value: "bar"}, {Name: "ccc", Value: "bar"}}, secondary: []prompb.Label{{Name: "aaa", Value: "foo"}, {Name: "bbb", Value: "foo"}, {Name: "ddd", Value: "foo"}}, expected: []prompb.Label{{Name: "aaa", Value: "foo"}, {Name: "bbb", Value: "bar"}, {Name: "ccc", Value: "bar"}, {Name: "ddd", Value: "foo"}}, }, } { require.Equal(t, tc.expected, MergeLabels(tc.primary, tc.secondary)) } } func TestMetricTypeToMetricTypeProto(t *testing.T) { tc := []struct { desc string input model.MetricType expected prompb.MetricMetadata_MetricType }{ { desc: "with a single-word metric", input: model.MetricTypeCounter, expected: prompb.MetricMetadata_COUNTER, }, { desc: "with a two-word metric", input: model.MetricTypeStateset, expected: prompb.MetricMetadata_STATESET, }, { desc: "with an unknown metric", input: "not-known", expected: prompb.MetricMetadata_UNKNOWN, }, } for _, tt := range tc { t.Run(tt.desc, func(t *testing.T) { m := metricTypeToMetricTypeProto(tt.input) require.Equal(t, tt.expected, m) }) } } func TestDecodeWriteRequest(t *testing.T) { buf, _, _, err := buildWriteRequest(nil, writeRequestFixture.Timeseries, nil, nil, nil, nil) require.NoError(t, err) actual, err := DecodeWriteRequest(bytes.NewReader(buf)) require.NoError(t, err) require.Equal(t, writeRequestFixture, actual) } func TestNilHistogramProto(*testing.T) { // This function will panic if it impromperly handles nil // values, causing the test to fail. HistogramProtoToHistogram(prompb.Histogram{}) HistogramProtoToFloatHistogram(prompb.Histogram{}) } func exampleHistogram() histogram.Histogram { return histogram.Histogram{ CounterResetHint: histogram.GaugeType, Schema: 0, Count: 19, Sum: 2.7, PositiveSpans: []histogram.Span{ {Offset: 0, Length: 4}, {Offset: 0, Length: 0}, {Offset: 0, Length: 3}, }, PositiveBuckets: []int64{1, 2, -2, 1, -1, 0, 0}, NegativeSpans: []histogram.Span{ {Offset: 0, Length: 5}, {Offset: 1, Length: 0}, {Offset: 0, Length: 1}, }, NegativeBuckets: []int64{1, 2, -2, 1, -1, 0}, } } func exampleHistogramProto() prompb.Histogram { return prompb.Histogram{ Count: &prompb.Histogram_CountInt{CountInt: 19}, Sum: 2.7, Schema: 0, ZeroThreshold: 0, ZeroCount: &prompb.Histogram_ZeroCountInt{ZeroCountInt: 0}, NegativeSpans: []prompb.BucketSpan{ { Offset: 0, Length: 5, }, { Offset: 1, Length: 0, }, { Offset: 0, Length: 1, }, }, NegativeDeltas: []int64{1, 2, -2, 1, -1, 0}, PositiveSpans: []prompb.BucketSpan{ { Offset: 0, Length: 4, }, { Offset: 0, Length: 0, }, { Offset: 0, Length: 3, }, }, PositiveDeltas: []int64{1, 2, -2, 1, -1, 0, 0}, ResetHint: prompb.Histogram_GAUGE, Timestamp: 1337, } } func TestHistogramToProtoConvert(t *testing.T) { tests := []struct { input histogram.CounterResetHint expected prompb.Histogram_ResetHint }{ { input: histogram.UnknownCounterReset, expected: prompb.Histogram_UNKNOWN, }, { input: histogram.CounterReset, expected: prompb.Histogram_YES, }, { input: histogram.NotCounterReset, expected: prompb.Histogram_NO, }, { input: histogram.GaugeType, expected: prompb.Histogram_GAUGE, }, } for _, test := range tests { h := exampleHistogram() h.CounterResetHint = test.input p := exampleHistogramProto() p.ResetHint = test.expected require.Equal(t, p, HistogramToHistogramProto(1337, &h)) require.Equal(t, h, *HistogramProtoToHistogram(p)) } } func exampleFloatHistogram() histogram.FloatHistogram { return histogram.FloatHistogram{ CounterResetHint: histogram.GaugeType, Schema: 0, Count: 19, Sum: 2.7, PositiveSpans: []histogram.Span{ {Offset: 0, Length: 4}, {Offset: 0, Length: 0}, {Offset: 0, Length: 3}, }, PositiveBuckets: []float64{1, 2, -2, 1, -1, 0, 0}, NegativeSpans: []histogram.Span{ {Offset: 0, Length: 5}, {Offset: 1, Length: 0}, {Offset: 0, Length: 1}, }, NegativeBuckets: []float64{1, 2, -2, 1, -1, 0}, } } func exampleFloatHistogramProto() prompb.Histogram { return prompb.Histogram{ Count: &prompb.Histogram_CountFloat{CountFloat: 19}, Sum: 2.7, Schema: 0, ZeroThreshold: 0, ZeroCount: &prompb.Histogram_ZeroCountFloat{ZeroCountFloat: 0}, NegativeSpans: []prompb.BucketSpan{ { Offset: 0, Length: 5, }, { Offset: 1, Length: 0, }, { Offset: 0, Length: 1, }, }, NegativeCounts: []float64{1, 2, -2, 1, -1, 0}, PositiveSpans: []prompb.BucketSpan{ { Offset: 0, Length: 4, }, { Offset: 0, Length: 0, }, { Offset: 0, Length: 3, }, }, PositiveCounts: []float64{1, 2, -2, 1, -1, 0, 0}, ResetHint: prompb.Histogram_GAUGE, Timestamp: 1337, } } func TestFloatHistogramToProtoConvert(t *testing.T) { tests := []struct { input histogram.CounterResetHint expected prompb.Histogram_ResetHint }{ { input: histogram.UnknownCounterReset, expected: prompb.Histogram_UNKNOWN, }, { input: histogram.CounterReset, expected: prompb.Histogram_YES, }, { input: histogram.NotCounterReset, expected: prompb.Histogram_NO, }, { input: histogram.GaugeType, expected: prompb.Histogram_GAUGE, }, } for _, test := range tests { h := exampleFloatHistogram() h.CounterResetHint = test.input p := exampleFloatHistogramProto() p.ResetHint = test.expected require.Equal(t, p, FloatHistogramToHistogramProto(1337, &h)) require.Equal(t, h, *FloatHistogramProtoToFloatHistogram(p)) } } func TestStreamResponse(t *testing.T) { lbs1 := labelsToLabelsProto(labels.FromStrings("instance", "localhost1", "job", "demo1"), nil) lbs2 := labelsToLabelsProto(labels.FromStrings("instance", "localhost2", "job", "demo2"), nil) chunk := prompb.Chunk{ Type: prompb.Chunk_XOR, Data: make([]byte, 100), } lbSize, chunkSize := 0, chunk.Size() for _, lb := range lbs1 { lbSize += lb.Size() } maxBytesInFrame := lbSize + chunkSize*2 testData := []*prompb.ChunkedSeries{{ Labels: lbs1, Chunks: []prompb.Chunk{chunk, chunk, chunk, chunk}, }, { Labels: lbs2, Chunks: []prompb.Chunk{chunk, chunk, chunk, chunk}, }} css := newMockChunkSeriesSet(testData) writer := mockWriter{} warning, err := StreamChunkedReadResponses(&writer, 0, css, nil, maxBytesInFrame, &sync.Pool{}) require.Nil(t, warning) require.NoError(t, err) expectData := []*prompb.ChunkedSeries{{ Labels: lbs1, Chunks: []prompb.Chunk{chunk, chunk}, }, { Labels: lbs1, Chunks: []prompb.Chunk{chunk, chunk}, }, { Labels: lbs2, Chunks: []prompb.Chunk{chunk, chunk}, }, { Labels: lbs2, Chunks: []prompb.Chunk{chunk, chunk}, }} require.Equal(t, expectData, writer.actual) } type mockWriter struct { actual []*prompb.ChunkedSeries } func (m *mockWriter) Write(p []byte) (n int, err error) { cr := &prompb.ChunkedReadResponse{} if err := proto.Unmarshal(p, cr); err != nil { return 0, fmt.Errorf("unmarshaling: %w", err) } m.actual = append(m.actual, cr.ChunkedSeries...) return len(p), nil } type mockChunkSeriesSet struct { chunkedSeries []*prompb.ChunkedSeries index int } func newMockChunkSeriesSet(ss []*prompb.ChunkedSeries) storage.ChunkSeriesSet { return &mockChunkSeriesSet{chunkedSeries: ss, index: -1} } func (c *mockChunkSeriesSet) Next() bool { c.index++ return c.index < len(c.chunkedSeries) } func (c *mockChunkSeriesSet) At() storage.ChunkSeries { return &storage.ChunkSeriesEntry{ Lset: labelProtosToLabels(c.chunkedSeries[c.index].Labels), ChunkIteratorFn: func(chunks.Iterator) chunks.Iterator { return &mockChunkIterator{ chunks: c.chunkedSeries[c.index].Chunks, index: -1, } }, } } func (c *mockChunkSeriesSet) Warnings() annotations.Annotations { return nil } func (c *mockChunkSeriesSet) Err() error { return nil } type mockChunkIterator struct { chunks []prompb.Chunk index int } func (c *mockChunkIterator) At() chunks.Meta { one := c.chunks[c.index] chunk, err := chunkenc.FromData(chunkenc.Encoding(one.Type), one.Data) if err != nil { panic(err) } return chunks.Meta{ Chunk: chunk, MinTime: one.MinTimeMs, MaxTime: one.MaxTimeMs, } } func (c *mockChunkIterator) Next() bool { c.index++ return c.index < len(c.chunks) } func (c *mockChunkIterator) Err() error { return nil }