grafana/pkg/tsdb/phlare/query_test.go

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package phlare
import (
"context"
"encoding/json"
"os"
"testing"
"time"
"github.com/bufbuild/connect-go"
"github.com/grafana/grafana-plugin-sdk-go/backend"
"github.com/grafana/grafana-plugin-sdk-go/data"
"github.com/stretchr/testify/require"
googlev1 "github.com/grafana/phlare/api/gen/proto/go/google/v1"
querierv1 "github.com/grafana/phlare/api/gen/proto/go/querier/v1"
typesv1 "github.com/grafana/phlare/api/gen/proto/go/types/v1"
)
// This is where the tests for the datasource backend live.
func Test_query(t *testing.T) {
client := &FakeClient{}
ds := &PhlareDatasource{
client: client,
}
pCtx := backend.PluginContext{
DataSourceInstanceSettings: &backend.DataSourceInstanceSettings{
JSONData: []byte(`{"minStep":"30s"}`),
},
}
t.Run("query both", func(t *testing.T) {
dataQuery := makeDataQuery()
resp := ds.query(context.Background(), pCtx, *dataQuery)
require.Nil(t, resp.Error)
require.Equal(t, 2, len(resp.Frames))
require.Equal(t, "time", resp.Frames[0].Fields[0].Name)
require.Equal(t, data.NewField("level", nil, []int64{0, 1, 2}), resp.Frames[1].Fields[0])
})
t.Run("query profile", func(t *testing.T) {
dataQuery := makeDataQuery()
dataQuery.QueryType = queryTypeProfile
resp := ds.query(context.Background(), pCtx, *dataQuery)
require.Nil(t, resp.Error)
require.Equal(t, 1, len(resp.Frames))
require.Equal(t, data.NewField("level", nil, []int64{0, 1, 2}), resp.Frames[0].Fields[0])
})
t.Run("query metrics", func(t *testing.T) {
dataQuery := makeDataQuery()
dataQuery.QueryType = queryTypeMetrics
resp := ds.query(context.Background(), pCtx, *dataQuery)
require.Nil(t, resp.Error)
require.Equal(t, 1, len(resp.Frames))
require.Equal(t, "time", resp.Frames[0].Fields[0].Name)
})
t.Run("query metrics uses min step", func(t *testing.T) {
dataQuery := makeDataQuery()
dataQuery.QueryType = queryTypeMetrics
resp := ds.query(context.Background(), pCtx, *dataQuery)
require.Nil(t, resp.Error)
r, ok := client.Req.(*connect.Request[querierv1.SelectSeriesRequest])
require.True(t, ok)
require.Equal(t, float64(30), r.Msg.Step)
})
t.Run("query metrics uses default min step", func(t *testing.T) {
dataQuery := makeDataQuery()
dataQuery.QueryType = queryTypeMetrics
pCtxNoMinStep := backend.PluginContext{
DataSourceInstanceSettings: &backend.DataSourceInstanceSettings{
JSONData: []byte(`{}`),
},
}
resp := ds.query(context.Background(), pCtxNoMinStep, *dataQuery)
require.Nil(t, resp.Error)
r, ok := client.Req.(*connect.Request[querierv1.SelectSeriesRequest])
require.True(t, ok)
require.Equal(t, float64(15), r.Msg.Step)
})
t.Run("query metrics uses group by", func(t *testing.T) {
dataQuery := makeDataQuery()
dataQuery.QueryType = queryTypeMetrics
dataQuery.JSON = []byte(`{"profileTypeId":"memory:alloc_objects:count:space:bytes","labelSelector":"{app=\\\"baz\\\"}","groupBy":["app","instance"]}`)
resp := ds.query(context.Background(), pCtx, *dataQuery)
require.Nil(t, resp.Error)
r, ok := client.Req.(*connect.Request[querierv1.SelectSeriesRequest])
require.True(t, ok)
require.Equal(t, []string{"app", "instance"}, r.Msg.GroupBy)
})
}
func makeDataQuery() *backend.DataQuery {
return &backend.DataQuery{
RefID: "A",
QueryType: queryTypeBoth,
MaxDataPoints: 0,
Interval: 0,
TimeRange: backend.TimeRange{
From: time.UnixMilli(10000),
To: time.UnixMilli(20000),
},
JSON: []byte(`{"profileTypeId":"memory:alloc_objects:count:space:bytes","labelSelector":"{app=\\\"baz\\\"}"}`),
}
}
func Test_treeToNestedDataFrame(t *testing.T) {
tree := &ProfileTree{
Value: 100, Level: 0, Self: 1, Function: &Function{FunctionName: "root"}, Nodes: []*ProfileTree{
{
Value: 40, Level: 1, Self: 2, Function: &Function{FunctionName: "func1", FileName: "1", Line: 1},
},
{Value: 30, Level: 1, Self: 3, Function: &Function{FunctionName: "func2", FileName: "2", Line: 2}, Nodes: []*ProfileTree{
{Value: 15, Level: 2, Self: 4, Function: &Function{FunctionName: "func1:func3", FileName: "3", Line: 3}},
}},
},
}
frame := treeToNestedSetDataFrame(tree, "memory:alloc_objects:count:space:bytes")
labelConfig := &data.FieldConfig{
TypeConfig: &data.FieldTypeConfig{
Enum: &data.EnumFieldConfig{
Text: []string{"root", "func1", "func2", "func1:func3"},
},
},
}
filenameConfig := &data.FieldConfig{
TypeConfig: &data.FieldTypeConfig{
Enum: &data.EnumFieldConfig{
Text: []string{"", "1", "2", "3"},
},
},
}
require.Equal(t,
[]*data.Field{
data.NewField("level", nil, []int64{0, 1, 1, 2}),
data.NewField("value", nil, []int64{100, 40, 30, 15}).SetConfig(&data.FieldConfig{Unit: "short"}),
data.NewField("self", nil, []int64{1, 2, 3, 4}).SetConfig(&data.FieldConfig{Unit: "short"}),
data.NewField("line", nil, []int64{0, 1, 2, 3}),
data.NewField("label", nil, []int64{0, 1, 2, 3}).SetConfig(labelConfig),
data.NewField("fileName", nil, []int64{0, 1, 2, 3}).SetConfig(filenameConfig),
}, frame.Fields)
}
var fooProfile = &googlev1.Profile{
Location: []*googlev1.Location{
{Id: 1, Line: []*googlev1.Line{{Line: 5, FunctionId: 4}, {Line: 1, FunctionId: 1}}},
{Id: 2, Line: []*googlev1.Line{{Line: 2, FunctionId: 2}}},
{Id: 3, Line: []*googlev1.Line{{Line: 3, FunctionId: 3}}},
},
Function: []*googlev1.Function{
{Id: 1, Name: 1, Filename: 4},
{Id: 2, Name: 2, Filename: 4},
{Id: 3, Name: 3, Filename: 5},
{Id: 4, Name: 6, Filename: 5},
},
StringTable: []string{"", "foo", "bar", "baz", "file1", "file2", "inline"},
}
func Test_treeFromSample(t *testing.T) {
for _, tc := range []struct {
name string
s *googlev1.Sample
p *googlev1.Profile
want *ProfileTree
}{
{
name: "empty lines",
s: &googlev1.Sample{LocationId: []uint64{1, 2}, Value: []int64{10}},
p: &googlev1.Profile{
Location: []*googlev1.Location{
{Id: 1, Line: []*googlev1.Line{}},
{Id: 2, Line: []*googlev1.Line{}},
},
Function: []*googlev1.Function{},
},
want: &ProfileTree{
Value: 10,
Function: &Function{
FunctionName: "root",
},
Nodes: []*ProfileTree{
{
Value: 10,
Function: &Function{
FunctionName: "<unknown>",
},
Level: 1,
locationID: 2,
Nodes: []*ProfileTree{
{
Value: 10,
Function: &Function{
FunctionName: "<unknown>",
},
Level: 2,
Self: 10,
locationID: 1,
},
},
},
},
},
},
{
name: "empty locations",
s: &googlev1.Sample{LocationId: []uint64{}, Value: []int64{10}},
want: &ProfileTree{
Value: 10,
Function: &Function{
FunctionName: "root",
},
},
},
{
name: "multiple locations and inlines",
s: &googlev1.Sample{LocationId: []uint64{3, 2, 1}, Value: []int64{10}},
p: fooProfile,
want: &ProfileTree{
Value: 10,
Function: &Function{
FunctionName: "root",
},
Nodes: []*ProfileTree{
{
Value: 10,
locationID: 1,
Level: 1,
Function: &Function{
FunctionName: "foo",
FileName: "file1",
Line: 1,
},
Inlined: []*Function{
{
FunctionName: "inline",
FileName: "file2",
Line: 5,
},
},
Nodes: []*ProfileTree{
{
Value: 10,
locationID: 2,
Level: 2,
Function: &Function{
FunctionName: "bar",
FileName: "file1",
Line: 2,
},
Nodes: []*ProfileTree{
{
Value: 10,
Self: 10,
locationID: 3,
Level: 3,
Function: &Function{
FunctionName: "baz",
FileName: "file2",
Line: 3,
},
},
},
},
},
},
},
},
},
} {
t.Run(tc.name, func(t *testing.T) {
setParents(tc.want)
actual := treeFromSample(tc.p, tc.s, 0)
require.Equal(t, tc.want, actual, "want\n%s\n got\n%s", tc.want, actual)
})
}
}
func Test_TreeString(t *testing.T) {
t.Log(treeFromSample(fooProfile, &googlev1.Sample{LocationId: []uint64{3, 2, 1}, Value: []int64{10}}, 0))
}
func Test_profileAsTree(t *testing.T) {
for _, tc := range []struct {
name string
want *ProfileTree
in *googlev1.Profile
}{
{name: "empty"},
{name: "no sample", in: &googlev1.Profile{}},
{
name: "same locations",
in: &googlev1.Profile{
Sample: []*googlev1.Sample{
{LocationId: []uint64{3, 2, 1}, Value: []int64{10}},
{LocationId: []uint64{3, 2, 1}, Value: []int64{30}},
},
Location: fooProfile.Location,
Function: fooProfile.Function,
StringTable: fooProfile.StringTable,
},
want: &ProfileTree{
Value: 40,
Function: &Function{
FunctionName: "root",
},
Nodes: []*ProfileTree{
{
Value: 40,
locationID: 1,
Level: 1,
Function: &Function{
FunctionName: "foo",
FileName: "file1",
Line: 1,
},
Inlined: []*Function{
{
FunctionName: "inline",
FileName: "file2",
Line: 5,
},
},
Nodes: []*ProfileTree{
{
Value: 40,
locationID: 2,
Level: 2,
Function: &Function{
FunctionName: "bar",
FileName: "file1",
Line: 2,
},
Nodes: []*ProfileTree{
{
Value: 40,
Self: 40,
locationID: 3,
Level: 3,
Function: &Function{
FunctionName: "baz",
FileName: "file2",
Line: 3,
},
},
},
},
},
},
},
},
},
{
name: "different locations",
in: &googlev1.Profile{
Sample: []*googlev1.Sample{
{LocationId: []uint64{3, 2, 1}, Value: []int64{15}}, // foo -> bar -> baz
{LocationId: []uint64{3, 2, 1}, Value: []int64{30}}, // foo -> bar -> baz
{LocationId: []uint64{1, 2, 1}, Value: []int64{20}}, // foo -> bar -> foo
{LocationId: []uint64{3, 2}, Value: []int64{20}}, // bar -> baz
{LocationId: []uint64{2, 1}, Value: []int64{40}}, // foo -> bar
{LocationId: []uint64{1}, Value: []int64{5}}, // foo
{LocationId: []uint64{}, Value: []int64{5}},
},
Location: fooProfile.Location,
Function: fooProfile.Function,
StringTable: fooProfile.StringTable,
},
want: &ProfileTree{
Value: 130,
Function: &Function{
FunctionName: "root",
},
Nodes: []*ProfileTree{
{
locationID: 2,
Value: 20,
Self: 0,
Level: 1,
Function: &Function{
FunctionName: "bar",
FileName: "file1",
Line: 2,
},
Nodes: []*ProfileTree{
{
locationID: 3,
Value: 20,
Self: 20,
Level: 2,
Function: &Function{
FunctionName: "baz",
FileName: "file2",
Line: 3,
},
},
},
},
{
Value: 110,
Self: 5,
locationID: 1,
Level: 1,
Function: &Function{
FunctionName: "foo",
FileName: "file1",
Line: 1,
},
Inlined: []*Function{
{
FunctionName: "inline",
FileName: "file2",
Line: 5,
},
},
Nodes: []*ProfileTree{
{
Value: 105,
Self: 40,
locationID: 2,
Level: 2,
Function: &Function{
FunctionName: "bar",
FileName: "file1",
Line: 2,
},
Nodes: []*ProfileTree{
{
Value: 20,
Self: 20,
locationID: 1,
Level: 3,
Function: &Function{
FunctionName: "foo",
FileName: "file1",
Line: 1,
},
Inlined: []*Function{
{
FunctionName: "inline",
FileName: "file2",
Line: 5,
},
},
},
{
Value: 45,
Self: 45,
locationID: 3,
Level: 3,
Function: &Function{
FunctionName: "baz",
FileName: "file2",
Line: 3,
},
},
},
},
},
},
},
},
},
} {
t.Run(tc.name, func(t *testing.T) {
if tc.want != nil {
setParents(tc.want)
}
actual := profileAsTree(tc.in)
require.Equal(t, tc.want, actual, "want\n%s\n got\n%s", tc.want, actual)
})
}
}
func Benchmark_profileAsTree(b *testing.B) {
profJson, err := os.ReadFile("./testdata/profile_response.json")
require.NoError(b, err)
var prof *googlev1.Profile
err = json.Unmarshal(profJson, &prof)
require.NoError(b, err)
b.ResetTimer()
for i := 0; i < b.N; i++ {
profileAsTree(prof)
}
}
func setParents(root *ProfileTree) {
for _, n := range root.Nodes {
n.Parent = root
setParents(n)
}
}
func Test_seriesToDataFrame(t *testing.T) {
t.Run("single series", func(t *testing.T) {
resp := &connect.Response[querierv1.SelectSeriesResponse]{
Msg: &querierv1.SelectSeriesResponse{
Series: []*typesv1.Series{
{Labels: []*typesv1.LabelPair{}, Points: []*typesv1.Point{{Timestamp: int64(1000), Value: 30}, {Timestamp: int64(2000), Value: 10}}},
},
},
}
frames := seriesToDataFrames(resp, "process_cpu:samples:count:cpu:nanoseconds")
require.Equal(t, 2, len(frames[0].Fields))
require.Equal(t, data.NewField("time", nil, []time.Time{time.UnixMilli(1000), time.UnixMilli(2000)}), frames[0].Fields[0])
require.Equal(t, data.NewField("samples", map[string]string{}, []float64{30, 10}).SetConfig(&data.FieldConfig{Unit: "short"}), frames[0].Fields[1])
// with a label pair, the value field should name itself with a label pair name and not the profile type
resp = &connect.Response[querierv1.SelectSeriesResponse]{
Msg: &querierv1.SelectSeriesResponse{
Series: []*typesv1.Series{
{Labels: []*typesv1.LabelPair{{Name: "app", Value: "bar"}}, Points: []*typesv1.Point{{Timestamp: int64(1000), Value: 30}, {Timestamp: int64(2000), Value: 10}}},
},
},
}
frames = seriesToDataFrames(resp, "process_cpu:samples:count:cpu:nanoseconds")
require.Equal(t, data.NewField("samples", map[string]string{"app": "bar"}, []float64{30, 10}).SetConfig(&data.FieldConfig{Unit: "short"}), frames[0].Fields[1])
})
t.Run("single series", func(t *testing.T) {
resp := &connect.Response[querierv1.SelectSeriesResponse]{
Msg: &querierv1.SelectSeriesResponse{
Series: []*typesv1.Series{
{Labels: []*typesv1.LabelPair{{Name: "foo", Value: "bar"}}, Points: []*typesv1.Point{{Timestamp: int64(1000), Value: 30}, {Timestamp: int64(2000), Value: 10}}},
{Labels: []*typesv1.LabelPair{{Name: "foo", Value: "baz"}}, Points: []*typesv1.Point{{Timestamp: int64(1000), Value: 30}, {Timestamp: int64(2000), Value: 10}}},
},
},
}
frames := seriesToDataFrames(resp, "process_cpu:samples:count:cpu:nanoseconds")
require.Equal(t, 2, len(frames))
require.Equal(t, 2, len(frames[0].Fields))
require.Equal(t, 2, len(frames[1].Fields))
require.Equal(t, data.NewField("samples", map[string]string{"foo": "bar"}, []float64{30, 10}).SetConfig(&data.FieldConfig{Unit: "short"}), frames[0].Fields[1])
require.Equal(t, data.NewField("samples", map[string]string{"foo": "baz"}, []float64{30, 10}).SetConfig(&data.FieldConfig{Unit: "short"}), frames[1].Fields[1])
})
}
type FakeClient struct {
Req interface{}
}
func (f *FakeClient) ProfileTypes(ctx context.Context, c *connect.Request[querierv1.ProfileTypesRequest]) (*connect.Response[querierv1.ProfileTypesResponse], error) {
panic("implement me")
}
func (f *FakeClient) LabelValues(ctx context.Context, c *connect.Request[querierv1.LabelValuesRequest]) (*connect.Response[querierv1.LabelValuesResponse], error) {
panic("implement me")
}
func (f *FakeClient) LabelNames(context.Context, *connect.Request[querierv1.LabelNamesRequest]) (*connect.Response[querierv1.LabelNamesResponse], error) {
panic("implement me")
}
func (f *FakeClient) Series(ctx context.Context, c *connect.Request[querierv1.SeriesRequest]) (*connect.Response[querierv1.SeriesResponse], error) {
return &connect.Response[querierv1.SeriesResponse]{
Msg: &querierv1.SeriesResponse{
LabelsSet: []*typesv1.Labels{{
Labels: []*typesv1.LabelPair{
{
Name: "__unit__",
Value: "cpu",
},
{
Name: "instance",
Value: "127.0.0.1",
},
{
Name: "job",
Value: "default",
},
},
}},
},
}, nil
}
func (f *FakeClient) SelectMergeStacktraces(ctx context.Context, c *connect.Request[querierv1.SelectMergeStacktracesRequest]) (*connect.Response[querierv1.SelectMergeStacktracesResponse], error) {
f.Req = c
return &connect.Response[querierv1.SelectMergeStacktracesResponse]{
Msg: &querierv1.SelectMergeStacktracesResponse{
Flamegraph: &querierv1.FlameGraph{
Names: []string{"foo", "bar", "baz"},
Levels: []*querierv1.Level{
{Values: []int64{0, 10, 0, 0}},
{Values: []int64{0, 9, 0, 1}},
{Values: []int64{0, 8, 8, 2}},
},
Total: 100,
MaxSelf: 56,
},
},
}, nil
}
func (f *FakeClient) SelectSeries(ctx context.Context, req *connect.Request[querierv1.SelectSeriesRequest]) (*connect.Response[querierv1.SelectSeriesResponse], error) {
f.Req = req
return &connect.Response[querierv1.SelectSeriesResponse]{
Msg: &querierv1.SelectSeriesResponse{
Series: []*typesv1.Series{
{
Labels: []*typesv1.LabelPair{{Name: "foo", Value: "bar"}},
Points: []*typesv1.Point{{Timestamp: int64(1000), Value: 30}, {Timestamp: int64(2000), Value: 10}},
},
},
},
}, nil
}
func (f *FakeClient) SelectMergeProfile(ctx context.Context, c *connect.Request[querierv1.SelectMergeProfileRequest]) (*connect.Response[googlev1.Profile], error) {
f.Req = c
p := &googlev1.Profile{
SampleType: []*googlev1.ValueType{
{Type: 1, Unit: 2},
},
Sample: []*googlev1.Sample{
{
Value: []int64{1},
LocationId: []uint64{
1, 2,
},
},
},
Mapping: []*googlev1.Mapping{{Id: 1}},
Location: []*googlev1.Location{
{Id: 1, MappingId: 1, Line: []*googlev1.Line{{FunctionId: 1}}},
{Id: 2, MappingId: 1, Line: []*googlev1.Line{{FunctionId: 2}}},
},
Function: []*googlev1.Function{
{Id: 1, Name: 3},
{Id: 2, Name: 4},
},
StringTable: []string{"", "cpu", "nanoseconds", "foo", "bar"},
}
return connect.NewResponse(p), nil
}