mirror of
https://git.mirrors.martin98.com/https://github.com/SigNoz/signoz
synced 2025-08-08 13:29:01 +08:00
chore: add functions support (#4381)
This commit is contained in:
parent
253137a6b8
commit
be27a92fc9
90
pkg/query-service/app/having.go
Normal file
90
pkg/query-service/app/having.go
Normal file
@ -0,0 +1,90 @@
|
||||
package app
|
||||
|
||||
import (
|
||||
"strings"
|
||||
|
||||
v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
|
||||
)
|
||||
|
||||
// applyHavingClause applies the having clause to the result
|
||||
// each query has its own having clause
|
||||
// there can be multiple having clauses for each query
|
||||
func applyHavingClause(result []*v3.Result, queryRangeParams *v3.QueryRangeParamsV3) {
|
||||
for _, result := range result {
|
||||
builderQueries := queryRangeParams.CompositeQuery.BuilderQueries
|
||||
|
||||
if builderQueries != nil && (builderQueries[result.QueryName].DataSource == v3.DataSourceMetrics) {
|
||||
havingClause := builderQueries[result.QueryName].Having
|
||||
|
||||
for i := 0; i < len(result.Series); i++ {
|
||||
for j := 0; j < len(result.Series[i].Points); j++ {
|
||||
if !evaluateHavingClause(havingClause, result.Series[i].Points[j].Value) {
|
||||
result.Series[i].Points = append(result.Series[i].Points[:j], result.Series[i].Points[j+1:]...)
|
||||
j--
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
func evaluateHavingClause(having []v3.Having, value float64) bool {
|
||||
if len(having) == 0 {
|
||||
return true
|
||||
}
|
||||
|
||||
for _, h := range having {
|
||||
switch h.Operator {
|
||||
case v3.HavingOperatorEqual:
|
||||
if value == h.Value.(float64) {
|
||||
return true
|
||||
}
|
||||
case v3.HavingOperatorNotEqual:
|
||||
if value != h.Value.(float64) {
|
||||
return true
|
||||
}
|
||||
case v3.HavingOperatorGreaterThan:
|
||||
if value > h.Value.(float64) {
|
||||
return true
|
||||
}
|
||||
case v3.HavingOperatorGreaterThanOrEq:
|
||||
if value >= h.Value.(float64) {
|
||||
return true
|
||||
}
|
||||
case v3.HavingOperatorLessThan:
|
||||
if value < h.Value.(float64) {
|
||||
return true
|
||||
}
|
||||
case v3.HavingOperatorLessThanOrEq:
|
||||
if value <= h.Value.(float64) {
|
||||
return true
|
||||
}
|
||||
case v3.HavingOperatorIn, v3.HavingOperator(strings.ToLower(string(v3.HavingOperatorIn))):
|
||||
values, ok := h.Value.([]interface{})
|
||||
if !ok {
|
||||
return false
|
||||
}
|
||||
for _, v := range values {
|
||||
if value == v.(float64) {
|
||||
return true
|
||||
}
|
||||
}
|
||||
case v3.HavingOperatorNotIn, v3.HavingOperator(strings.ToLower(string(v3.HavingOperatorNotIn))):
|
||||
values, ok := h.Value.([]interface{})
|
||||
if !ok {
|
||||
return true
|
||||
}
|
||||
found := false
|
||||
for _, v := range values {
|
||||
if value == v.(float64) {
|
||||
found = true
|
||||
break
|
||||
}
|
||||
}
|
||||
if !found {
|
||||
return true
|
||||
}
|
||||
}
|
||||
}
|
||||
return false
|
||||
}
|
283
pkg/query-service/app/having_test.go
Normal file
283
pkg/query-service/app/having_test.go
Normal file
@ -0,0 +1,283 @@
|
||||
package app
|
||||
|
||||
import (
|
||||
"testing"
|
||||
|
||||
v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
|
||||
)
|
||||
|
||||
func TestApplyHavingCaluse(t *testing.T) {
|
||||
type testCase struct {
|
||||
name string
|
||||
results []*v3.Result
|
||||
params *v3.QueryRangeParamsV3
|
||||
want []*v3.Result
|
||||
}
|
||||
|
||||
testCases := []testCase{
|
||||
{
|
||||
name: "test having equal to",
|
||||
results: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
Having: []v3.Having{
|
||||
{
|
||||
Operator: v3.HavingOperatorEqual,
|
||||
Value: 0.3,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: []*v3.Result{
|
||||
{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test having `in`",
|
||||
results: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
Having: []v3.Having{
|
||||
{
|
||||
Operator: v3.HavingOperatorIn,
|
||||
Value: []interface{}{0.3, 0.4},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: []*v3.Result{
|
||||
{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test having `not in` and multiple results",
|
||||
results: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
QueryName: "B",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
Having: []v3.Having{
|
||||
{
|
||||
Operator: v3.HavingOperatorNotIn,
|
||||
Value: []interface{}{0.3, 0.4},
|
||||
},
|
||||
},
|
||||
},
|
||||
"B": {
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
Having: []v3.Having{
|
||||
{
|
||||
Operator: v3.HavingOperatorNotIn,
|
||||
Value: []interface{}{0.1},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: []*v3.Result{
|
||||
{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
for _, tc := range testCases {
|
||||
t.Run(tc.name, func(t *testing.T) {
|
||||
|
||||
applyHavingClause(tc.results, tc.params)
|
||||
|
||||
got := tc.results
|
||||
|
||||
if len(got) != len(tc.want) {
|
||||
t.Errorf("got %v, want %v", got, tc.want)
|
||||
}
|
||||
|
||||
for i := range got {
|
||||
if len(got[i].Series) != len(tc.want[i].Series) {
|
||||
t.Errorf("got %v, want %v", got, tc.want)
|
||||
}
|
||||
|
||||
for j := range got[i].Series {
|
||||
if len(got[i].Series[j].Points) != len(tc.want[i].Series[j].Points) {
|
||||
t.Errorf("got %v, want %v", len(got[i].Series[j].Points), len(tc.want[i].Series[j].Points))
|
||||
}
|
||||
|
||||
for k := range got[i].Series[j].Points {
|
||||
if got[i].Series[j].Points[k].Value != tc.want[i].Series[j].Points[k].Value {
|
||||
t.Errorf("got %v, want %v", got, tc.want)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
@ -8,7 +8,6 @@ import (
|
||||
"fmt"
|
||||
"io"
|
||||
"net/http"
|
||||
"sort"
|
||||
"strconv"
|
||||
"strings"
|
||||
"sync"
|
||||
@ -3107,78 +3106,6 @@ func (aH *APIHandler) QueryRangeV3(w http.ResponseWriter, r *http.Request) {
|
||||
aH.queryRangeV3(r.Context(), queryRangeParams, w, r)
|
||||
}
|
||||
|
||||
func applyMetricLimit(results []*v3.Result, queryRangeParams *v3.QueryRangeParamsV3) {
|
||||
// apply limit if any for metrics
|
||||
// use the grouping set points to apply the limit
|
||||
|
||||
for _, result := range results {
|
||||
builderQueries := queryRangeParams.CompositeQuery.BuilderQueries
|
||||
|
||||
if builderQueries != nil && (builderQueries[result.QueryName].DataSource == v3.DataSourceMetrics ||
|
||||
result.QueryName != builderQueries[result.QueryName].Expression) {
|
||||
limit := builderQueries[result.QueryName].Limit
|
||||
|
||||
orderByList := builderQueries[result.QueryName].OrderBy
|
||||
if limit >= 0 {
|
||||
if len(orderByList) == 0 {
|
||||
// If no orderBy is specified, sort by value in descending order
|
||||
orderByList = []v3.OrderBy{{ColumnName: constants.SigNozOrderByValue, Order: "desc"}}
|
||||
}
|
||||
sort.SliceStable(result.Series, func(i, j int) bool {
|
||||
for _, orderBy := range orderByList {
|
||||
if orderBy.ColumnName == constants.SigNozOrderByValue {
|
||||
|
||||
// For table type queries (we rely on the fact that one value for row), sort
|
||||
// based on final aggregation value
|
||||
if len(result.Series[i].Points) == 1 && len(result.Series[j].Points) == 1 {
|
||||
if orderBy.Order == "asc" {
|
||||
return result.Series[i].Points[0].Value < result.Series[j].Points[0].Value
|
||||
} else if orderBy.Order == "desc" {
|
||||
return result.Series[i].Points[0].Value > result.Series[j].Points[0].Value
|
||||
}
|
||||
}
|
||||
|
||||
// For graph type queries, sort based on GroupingSetsPoint
|
||||
if result.Series[i].GroupingSetsPoint == nil || result.Series[j].GroupingSetsPoint == nil {
|
||||
// Handle nil GroupingSetsPoint, if needed
|
||||
// Here, we assume non-nil values are always less than nil values
|
||||
return result.Series[i].GroupingSetsPoint != nil
|
||||
}
|
||||
if orderBy.Order == "asc" {
|
||||
return result.Series[i].GroupingSetsPoint.Value < result.Series[j].GroupingSetsPoint.Value
|
||||
} else if orderBy.Order == "desc" {
|
||||
return result.Series[i].GroupingSetsPoint.Value > result.Series[j].GroupingSetsPoint.Value
|
||||
}
|
||||
} else {
|
||||
// Sort based on Labels map
|
||||
labelI, existsI := result.Series[i].Labels[orderBy.ColumnName]
|
||||
labelJ, existsJ := result.Series[j].Labels[orderBy.ColumnName]
|
||||
|
||||
if !existsI || !existsJ {
|
||||
// Handle missing labels, if needed
|
||||
// Here, we assume non-existent labels are always less than existing ones
|
||||
return existsI
|
||||
}
|
||||
|
||||
if orderBy.Order == "asc" {
|
||||
return strings.Compare(labelI, labelJ) < 0
|
||||
} else if orderBy.Order == "desc" {
|
||||
return strings.Compare(labelI, labelJ) > 0
|
||||
}
|
||||
}
|
||||
}
|
||||
// Preserve original order if no matching orderBy is found
|
||||
return i < j
|
||||
})
|
||||
|
||||
if limit > 0 && len(result.Series) > int(limit) {
|
||||
result.Series = result.Series[:limit]
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
func (aH *APIHandler) liveTailLogs(w http.ResponseWriter, r *http.Request) {
|
||||
|
||||
// get the param from url and add it to body
|
||||
@ -3295,6 +3222,10 @@ func (aH *APIHandler) queryRangeV4(ctx context.Context, queryRangeParams *v3.Que
|
||||
return
|
||||
}
|
||||
|
||||
if queryRangeParams.CompositeQuery.QueryType == v3.QueryTypeBuilder {
|
||||
postProcessResult(result, queryRangeParams)
|
||||
}
|
||||
|
||||
resp := v3.QueryRangeResponse{
|
||||
Result: result,
|
||||
}
|
||||
@ -3322,3 +3253,48 @@ func (aH *APIHandler) QueryRangeV4(w http.ResponseWriter, r *http.Request) {
|
||||
|
||||
aH.queryRangeV4(r.Context(), queryRangeParams, w, r)
|
||||
}
|
||||
|
||||
// postProcessResult applies having clause, metric limit, reduce function to the result
|
||||
// This function is effective for metrics data source for now, but it can be extended to other data sources
|
||||
// if needed
|
||||
// Much of this work can be done in the ClickHouse query, but we decided to do it here because:
|
||||
// 1. Effective use of caching
|
||||
// 2. Easier to add new functions
|
||||
func postProcessResult(result []*v3.Result, queryRangeParams *v3.QueryRangeParamsV3) {
|
||||
// Having clause is not part of the clickhouse query, so we need to apply it here
|
||||
// It's not included in the query because it doesn't work nicely with caching
|
||||
// With this change, if you have a query with a having clause, and then you change the having clause
|
||||
// to something else, the query will still be cached.
|
||||
applyHavingClause(result, queryRangeParams)
|
||||
// We apply the metric limit here because it's not part of the clickhouse query
|
||||
// The limit in the context of the time series query is the number of time series
|
||||
// So for the limit to work, we need to know what series to keep and what to discard
|
||||
// For us to know that, we need to execute the query first, and then apply the limit
|
||||
// which we found expensive, because we are executing the query twice on the same data
|
||||
// So we decided to apply the limit here, after the query is executed
|
||||
// The function is named applyMetricLimit because it only applies to metrics data source
|
||||
// In traces and logs, the limit is achieved using subqueries
|
||||
applyMetricLimit(result, queryRangeParams)
|
||||
// Each series in the result produces N number of points, where N is (end - start) / step
|
||||
// For the panel type table, we need to show one point for each series in the row
|
||||
// We do that by applying a reduce function to each series
|
||||
applyReduceTo(result, queryRangeParams)
|
||||
// We apply the functions here it's easier to add new functions
|
||||
applyFunctions(result, queryRangeParams)
|
||||
}
|
||||
|
||||
// applyFunctions applies functions for each query in the composite query
|
||||
// The functions can be more than one, and they are applied in the order they are defined
|
||||
func applyFunctions(results []*v3.Result, queryRangeParams *v3.QueryRangeParamsV3) {
|
||||
for idx, result := range results {
|
||||
builderQueries := queryRangeParams.CompositeQuery.BuilderQueries
|
||||
|
||||
if builderQueries != nil && (builderQueries[result.QueryName].DataSource == v3.DataSourceMetrics) {
|
||||
functions := builderQueries[result.QueryName].Functions
|
||||
|
||||
for _, function := range functions {
|
||||
results[idx] = queryBuilder.ApplyFunction(function, result)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
@ -8,9 +8,7 @@ import (
|
||||
"strings"
|
||||
"testing"
|
||||
|
||||
"go.signoz.io/signoz/pkg/query-service/constants"
|
||||
"go.signoz.io/signoz/pkg/query-service/model"
|
||||
v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
|
||||
)
|
||||
|
||||
func TestPrepareQuery(t *testing.T) {
|
||||
@ -132,619 +130,3 @@ func TestPrepareQuery(t *testing.T) {
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestApplyLimitOnMetricResult(t *testing.T) {
|
||||
cases := []struct {
|
||||
name string
|
||||
inputResult []*v3.Result
|
||||
params *v3.QueryRangeParamsV3
|
||||
expectedResult []*v3.Result
|
||||
}{
|
||||
{
|
||||
name: "test limit 1 without order", // top most (latency/error) as default
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "signo_calls_total"},
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
AggregateOperator: v3.AggregateOperatorSumRate,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}},
|
||||
Limit: 1,
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test limit with order asc",
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "signo_calls_total"},
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
AggregateOperator: v3.AggregateOperatorSumRate,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}},
|
||||
Limit: 1,
|
||||
OrderBy: []v3.OrderBy{{ColumnName: constants.SigNozOrderByValue, Order: "asc"}},
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test data source not metrics",
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 69,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 240,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 154.5,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "redis",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 420,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 260,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 340,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "service_name"},
|
||||
DataSource: v3.DataSourceTraces,
|
||||
AggregateOperator: v3.AggregateOperatorSum,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}},
|
||||
Limit: 1,
|
||||
OrderBy: []v3.OrderBy{{ColumnName: constants.SigNozOrderByValue, Order: "asc"}},
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 69,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 240,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 154.5,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "redis",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 420,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 260,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 340,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
// ["GET /api/v1/health", "DELETE /api/v1/health"] so result should be ["DELETE /api/v1/health"] although it has lower value
|
||||
name: "test limit with operation asc",
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
"operation": "GET /api/v1/health",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "signo_calls_total"},
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
AggregateOperator: v3.AggregateOperatorSumRate,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}},
|
||||
Limit: 1,
|
||||
OrderBy: []v3.OrderBy{{ColumnName: "operation", Order: "asc"}},
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test limit with multiple order by labels",
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
"operation": "GET /api/v1/health",
|
||||
"status_code": "200",
|
||||
"priority": "P0",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
"status_code": "301",
|
||||
"priority": "P1",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
"status_code": "400",
|
||||
"priority": "P0",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
"status_code": "200",
|
||||
"priority": "P1",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "signo_calls_total"},
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
AggregateOperator: v3.AggregateOperatorSumRate,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}, {Key: "operation"}, {Key: "status_code"}, {Key: "priority"}},
|
||||
Limit: 2,
|
||||
OrderBy: []v3.OrderBy{
|
||||
{ColumnName: "priority", Order: "asc"},
|
||||
{ColumnName: "status_code", Order: "desc"},
|
||||
},
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
"operation": "GET /api/v1/health",
|
||||
"status_code": "200",
|
||||
"priority": "P0",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
"status_code": "400",
|
||||
"priority": "P0",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
for _, c := range cases {
|
||||
t.Run(c.name, func(t *testing.T) {
|
||||
result := c.inputResult
|
||||
applyMetricLimit(result, c.params)
|
||||
if len(result) != len(c.expectedResult) {
|
||||
t.Errorf("expected result length: %d, but got: %d", len(c.expectedResult), len(result))
|
||||
}
|
||||
for i, r := range result {
|
||||
if r.QueryName != c.expectedResult[i].QueryName {
|
||||
t.Errorf("expected query name: %s, but got: %s", c.expectedResult[i].QueryName, r.QueryName)
|
||||
}
|
||||
if len(r.Series) != len(c.expectedResult[i].Series) {
|
||||
t.Errorf("expected series length: %d, but got: %d", len(c.expectedResult[i].Series), len(r.Series))
|
||||
}
|
||||
for j, s := range r.Series {
|
||||
if len(s.Points) != len(c.expectedResult[i].Series[j].Points) {
|
||||
t.Errorf("expected points length: %d, but got: %d", len(c.expectedResult[i].Series[j].Points), len(s.Points))
|
||||
}
|
||||
for k, p := range s.Points {
|
||||
if p.Timestamp != c.expectedResult[i].Series[j].Points[k].Timestamp {
|
||||
t.Errorf("expected point timestamp: %d, but got: %d", c.expectedResult[i].Series[j].Points[k].Timestamp, p.Timestamp)
|
||||
}
|
||||
if p.Value != c.expectedResult[i].Series[j].Points[k].Value {
|
||||
t.Errorf("expected point value: %f, but got: %f", c.expectedResult[i].Series[j].Points[k].Value, p.Value)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
||||
|
81
pkg/query-service/app/limit.go
Normal file
81
pkg/query-service/app/limit.go
Normal file
@ -0,0 +1,81 @@
|
||||
package app
|
||||
|
||||
import (
|
||||
"sort"
|
||||
"strings"
|
||||
|
||||
"go.signoz.io/signoz/pkg/query-service/constants"
|
||||
v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
|
||||
)
|
||||
|
||||
// applyMetricLimit applies limit to the metrics query results
|
||||
func applyMetricLimit(results []*v3.Result, queryRangeParams *v3.QueryRangeParamsV3) {
|
||||
// apply limit if any for metrics
|
||||
// use the grouping set points to apply the limit
|
||||
|
||||
for _, result := range results {
|
||||
builderQueries := queryRangeParams.CompositeQuery.BuilderQueries
|
||||
|
||||
if builderQueries != nil && (builderQueries[result.QueryName].DataSource == v3.DataSourceMetrics) {
|
||||
limit := builderQueries[result.QueryName].Limit
|
||||
|
||||
orderByList := builderQueries[result.QueryName].OrderBy
|
||||
if limit > 0 {
|
||||
if len(orderByList) == 0 {
|
||||
// If no orderBy is specified, sort by value in descending order
|
||||
orderByList = []v3.OrderBy{{ColumnName: constants.SigNozOrderByValue, Order: "desc"}}
|
||||
}
|
||||
sort.SliceStable(result.Series, func(i, j int) bool {
|
||||
for _, orderBy := range orderByList {
|
||||
if orderBy.ColumnName == constants.SigNozOrderByValue {
|
||||
|
||||
// For table type queries (we rely on the fact that one value for row), sort
|
||||
// based on final aggregation value
|
||||
if len(result.Series[i].Points) == 1 && len(result.Series[j].Points) == 1 {
|
||||
if orderBy.Order == "asc" {
|
||||
return result.Series[i].Points[0].Value < result.Series[j].Points[0].Value
|
||||
} else if orderBy.Order == "desc" {
|
||||
return result.Series[i].Points[0].Value > result.Series[j].Points[0].Value
|
||||
}
|
||||
}
|
||||
|
||||
// For graph type queries, sort based on GroupingSetsPoint
|
||||
if result.Series[i].GroupingSetsPoint == nil || result.Series[j].GroupingSetsPoint == nil {
|
||||
// Handle nil GroupingSetsPoint, if needed
|
||||
// Here, we assume non-nil values are always less than nil values
|
||||
return result.Series[i].GroupingSetsPoint != nil
|
||||
}
|
||||
if orderBy.Order == "asc" {
|
||||
return result.Series[i].GroupingSetsPoint.Value < result.Series[j].GroupingSetsPoint.Value
|
||||
} else if orderBy.Order == "desc" {
|
||||
return result.Series[i].GroupingSetsPoint.Value > result.Series[j].GroupingSetsPoint.Value
|
||||
}
|
||||
} else {
|
||||
// Sort based on Labels map
|
||||
labelI, existsI := result.Series[i].Labels[orderBy.ColumnName]
|
||||
labelJ, existsJ := result.Series[j].Labels[orderBy.ColumnName]
|
||||
|
||||
if !existsI || !existsJ {
|
||||
// Handle missing labels, if needed
|
||||
// Here, we assume non-existent labels are always less than existing ones
|
||||
return existsI
|
||||
}
|
||||
|
||||
if orderBy.Order == "asc" {
|
||||
return strings.Compare(labelI, labelJ) < 0
|
||||
} else if orderBy.Order == "desc" {
|
||||
return strings.Compare(labelI, labelJ) > 0
|
||||
}
|
||||
}
|
||||
}
|
||||
// Preserve original order if no matching orderBy is found
|
||||
return i < j
|
||||
})
|
||||
|
||||
if limit > 0 && len(result.Series) > int(limit) {
|
||||
result.Series = result.Series[:limit]
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
624
pkg/query-service/app/limit_test.go
Normal file
624
pkg/query-service/app/limit_test.go
Normal file
@ -0,0 +1,624 @@
|
||||
package app
|
||||
|
||||
import (
|
||||
"testing"
|
||||
|
||||
"go.signoz.io/signoz/pkg/query-service/constants"
|
||||
v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
|
||||
)
|
||||
|
||||
func TestApplyLimitOnMetricResult(t *testing.T) {
|
||||
cases := []struct {
|
||||
name string
|
||||
inputResult []*v3.Result
|
||||
params *v3.QueryRangeParamsV3
|
||||
expectedResult []*v3.Result
|
||||
}{
|
||||
{
|
||||
name: "test limit 1 without order", // top most (latency/error) as default
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "signo_calls_total"},
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
AggregateOperator: v3.AggregateOperatorSumRate,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}},
|
||||
Limit: 1,
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test limit with order asc",
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "signo_calls_total"},
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
AggregateOperator: v3.AggregateOperatorSumRate,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}},
|
||||
Limit: 1,
|
||||
OrderBy: []v3.OrderBy{{ColumnName: constants.SigNozOrderByValue, Order: "asc"}},
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test data source not metrics",
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 69,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 240,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 154.5,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "redis",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 420,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 260,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 340,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "service_name"},
|
||||
DataSource: v3.DataSourceTraces,
|
||||
AggregateOperator: v3.AggregateOperatorSum,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}},
|
||||
Limit: 1,
|
||||
OrderBy: []v3.OrderBy{{ColumnName: constants.SigNozOrderByValue, Order: "asc"}},
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 69,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 240,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 154.5,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "redis",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 420,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 260,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 340,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
// ["GET /api/v1/health", "DELETE /api/v1/health"] so result should be ["DELETE /api/v1/health"] although it has lower value
|
||||
name: "test limit with operation asc",
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
"operation": "GET /api/v1/health",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "signo_calls_total"},
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
AggregateOperator: v3.AggregateOperatorSumRate,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}},
|
||||
Limit: 1,
|
||||
OrderBy: []v3.OrderBy{{ColumnName: "operation", Order: "asc"}},
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test limit with multiple order by labels",
|
||||
inputResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
"operation": "GET /api/v1/health",
|
||||
"status_code": "200",
|
||||
"priority": "P0",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
"status_code": "301",
|
||||
"priority": "P1",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
"status_code": "400",
|
||||
"priority": "P0",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
"status_code": "200",
|
||||
"priority": "P1",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
Start: 1689220036000,
|
||||
End: 1689220096000,
|
||||
Step: 60,
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
QueryName: "A",
|
||||
AggregateAttribute: v3.AttributeKey{Key: "signo_calls_total"},
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
AggregateOperator: v3.AggregateOperatorSumRate,
|
||||
Expression: "A",
|
||||
GroupBy: []v3.AttributeKey{{Key: "service_name"}, {Key: "operation"}, {Key: "status_code"}, {Key: "priority"}},
|
||||
Limit: 2,
|
||||
OrderBy: []v3.OrderBy{
|
||||
{ColumnName: "priority", Order: "asc"},
|
||||
{ColumnName: "status_code", Order: "desc"},
|
||||
},
|
||||
},
|
||||
},
|
||||
QueryType: v3.QueryTypeBuilder,
|
||||
PanelType: v3.PanelTypeGraph,
|
||||
},
|
||||
},
|
||||
expectedResult: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "frontend",
|
||||
"operation": "GET /api/v1/health",
|
||||
"status_code": "200",
|
||||
"priority": "P0",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 19.2,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 19.5,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 19.3,
|
||||
},
|
||||
},
|
||||
{
|
||||
Labels: map[string]string{
|
||||
"service_name": "route",
|
||||
"operation": "DELETE /api/v1/health",
|
||||
"status_code": "400",
|
||||
"priority": "P0",
|
||||
},
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Timestamp: 1689220036000,
|
||||
Value: 8.83,
|
||||
},
|
||||
{
|
||||
Timestamp: 1689220096000,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
GroupingSetsPoint: &v3.Point{
|
||||
Timestamp: 0,
|
||||
Value: 8.83,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
for _, c := range cases {
|
||||
t.Run(c.name, func(t *testing.T) {
|
||||
result := c.inputResult
|
||||
applyMetricLimit(result, c.params)
|
||||
if len(result) != len(c.expectedResult) {
|
||||
t.Errorf("expected result length: %d, but got: %d", len(c.expectedResult), len(result))
|
||||
}
|
||||
for i, r := range result {
|
||||
if r.QueryName != c.expectedResult[i].QueryName {
|
||||
t.Errorf("expected query name: %s, but got: %s", c.expectedResult[i].QueryName, r.QueryName)
|
||||
}
|
||||
if len(r.Series) != len(c.expectedResult[i].Series) {
|
||||
t.Errorf("expected series length: %d, but got: %d", len(c.expectedResult[i].Series), len(r.Series))
|
||||
}
|
||||
for j, s := range r.Series {
|
||||
if len(s.Points) != len(c.expectedResult[i].Series[j].Points) {
|
||||
t.Errorf("expected points length: %d, but got: %d", len(c.expectedResult[i].Series[j].Points), len(s.Points))
|
||||
}
|
||||
for k, p := range s.Points {
|
||||
if p.Timestamp != c.expectedResult[i].Series[j].Points[k].Timestamp {
|
||||
t.Errorf("expected point timestamp: %d, but got: %d", c.expectedResult[i].Series[j].Points[k].Timestamp, p.Timestamp)
|
||||
}
|
||||
if p.Value != c.expectedResult[i].Series[j].Points[k].Value {
|
||||
t.Errorf("expected point value: %f, but got: %f", c.expectedResult[i].Series[j].Points[k].Value, p.Value)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
286
pkg/query-service/app/queryBuilder/functions.go
Normal file
286
pkg/query-service/app/queryBuilder/functions.go
Normal file
@ -0,0 +1,286 @@
|
||||
package queryBuilder
|
||||
|
||||
import (
|
||||
"math"
|
||||
"sort"
|
||||
|
||||
v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
|
||||
)
|
||||
|
||||
// funcCutOffMin cuts off values below the threshold and replaces them with NaN
|
||||
func funcCutOffMin(result *v3.Result, threshold float64) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
for idx, point := range series.Points {
|
||||
if point.Value < threshold {
|
||||
point.Value = math.NaN()
|
||||
}
|
||||
series.Points[idx] = point
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcCutOffMax cuts off values above the threshold and replaces them with NaN
|
||||
func funcCutOffMax(result *v3.Result, threshold float64) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
for idx, point := range series.Points {
|
||||
if point.Value > threshold {
|
||||
point.Value = math.NaN()
|
||||
}
|
||||
series.Points[idx] = point
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcClampMin cuts off values below the threshold and replaces them with the threshold
|
||||
func funcClampMin(result *v3.Result, threshold float64) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
for idx, point := range series.Points {
|
||||
if point.Value < threshold {
|
||||
point.Value = threshold
|
||||
}
|
||||
series.Points[idx] = point
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcClampMax cuts off values above the threshold and replaces them with the threshold
|
||||
func funcClampMax(result *v3.Result, threshold float64) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
for idx, point := range series.Points {
|
||||
if point.Value > threshold {
|
||||
point.Value = threshold
|
||||
}
|
||||
series.Points[idx] = point
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcAbsolute returns the absolute value of each point
|
||||
func funcAbsolute(result *v3.Result) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
for idx, point := range series.Points {
|
||||
point.Value = math.Abs(point.Value)
|
||||
series.Points[idx] = point
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcLog2 returns the log2 of each point
|
||||
func funcLog2(result *v3.Result) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
for idx, point := range series.Points {
|
||||
point.Value = math.Log2(point.Value)
|
||||
series.Points[idx] = point
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcLog10 returns the log10 of each point
|
||||
func funcLog10(result *v3.Result) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
for idx, point := range series.Points {
|
||||
point.Value = math.Log10(point.Value)
|
||||
series.Points[idx] = point
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcCumSum returns the cumulative sum for each point in a series
|
||||
func funcCumSum(result *v3.Result) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
var sum float64
|
||||
for idx, point := range series.Points {
|
||||
if !math.IsNaN(point.Value) {
|
||||
sum += point.Value
|
||||
}
|
||||
point.Value = sum
|
||||
series.Points[idx] = point
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
func funcEWMA(result *v3.Result, alpha float64) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
var ewma float64
|
||||
var initialized bool
|
||||
|
||||
for i, point := range series.Points {
|
||||
if !initialized {
|
||||
if !math.IsNaN(point.Value) {
|
||||
// Initialize EWMA with the first non-NaN value
|
||||
ewma = point.Value
|
||||
initialized = true
|
||||
}
|
||||
// Continue until the EWMA is initialized
|
||||
continue
|
||||
}
|
||||
|
||||
if !math.IsNaN(point.Value) {
|
||||
// Update EWMA with the current value
|
||||
ewma = alpha*point.Value + (1-alpha)*ewma
|
||||
}
|
||||
// Set the EWMA value for the current point
|
||||
series.Points[i].Value = ewma
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcMedian3 returns the median of 3 points for each point in a series
|
||||
func funcMedian3(result *v3.Result) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
median3 := make([]float64, 0)
|
||||
for i := 1; i < len(series.Points)-1; i++ {
|
||||
values := make([]float64, 0, 3)
|
||||
|
||||
// Add non-NaN values to the slice
|
||||
for j := -1; j <= 1; j++ {
|
||||
if !math.IsNaN(series.Points[i+j].Value) {
|
||||
values = append(values, series.Points[i+j].Value)
|
||||
}
|
||||
}
|
||||
|
||||
// Handle the case where there are not enough values to calculate a median
|
||||
if len(values) == 0 {
|
||||
median3 = append(median3, math.NaN())
|
||||
continue
|
||||
}
|
||||
|
||||
median3 = append(median3, median(values))
|
||||
}
|
||||
|
||||
// Set the median3 values for the series
|
||||
for i := 1; i < len(series.Points)-1; i++ {
|
||||
series.Points[i].Value = median3[i-1]
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcMedian5 returns the median of 5 points for each point in a series
|
||||
func funcMedian5(result *v3.Result) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
median5 := make([]float64, 0)
|
||||
for i := 2; i < len(series.Points)-2; i++ {
|
||||
values := make([]float64, 0, 5)
|
||||
|
||||
// Add non-NaN values to the slice
|
||||
for j := -2; j <= 2; j++ {
|
||||
if !math.IsNaN(series.Points[i+j].Value) {
|
||||
values = append(values, series.Points[i+j].Value)
|
||||
}
|
||||
}
|
||||
|
||||
// Handle the case where there are not enough values to calculate a median
|
||||
if len(values) == 0 {
|
||||
median5 = append(median5, math.NaN())
|
||||
continue
|
||||
}
|
||||
|
||||
median5 = append(median5, median(values))
|
||||
}
|
||||
|
||||
// Set the median5 values for the series
|
||||
for i := 2; i < len(series.Points)-2; i++ {
|
||||
series.Points[i].Value = median5[i-2]
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// funcMedian7 returns the median of 7 points for each point in a series
|
||||
func funcMedian7(result *v3.Result) *v3.Result {
|
||||
for _, series := range result.Series {
|
||||
median7 := make([]float64, 0)
|
||||
for i := 3; i < len(series.Points)-3; i++ {
|
||||
values := make([]float64, 0, 7)
|
||||
|
||||
// Add non-NaN values to the slice
|
||||
for j := -3; j <= 3; j++ {
|
||||
if !math.IsNaN(series.Points[i+j].Value) {
|
||||
values = append(values, series.Points[i+j].Value)
|
||||
}
|
||||
}
|
||||
|
||||
// Handle the case where there are not enough values to calculate a median
|
||||
if len(values) == 0 {
|
||||
median7 = append(median7, math.NaN())
|
||||
continue
|
||||
}
|
||||
|
||||
median7 = append(median7, median(values))
|
||||
}
|
||||
|
||||
// Set the median7 values for the series
|
||||
for i := 3; i < len(series.Points)-3; i++ {
|
||||
series.Points[i].Value = median7[i-3]
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
func median(values []float64) float64 {
|
||||
sort.Float64s(values)
|
||||
medianIndex := len(values) / 2
|
||||
if len(values)%2 == 0 {
|
||||
return (values[medianIndex-1] + values[medianIndex]) / 2
|
||||
}
|
||||
return values[medianIndex]
|
||||
}
|
||||
|
||||
func ApplyFunction(fn v3.Function, result *v3.Result) *v3.Result {
|
||||
|
||||
switch fn.Name {
|
||||
case v3.FunctionNameCutOffMin, v3.FunctionNameCutOffMax, v3.FunctionNameClampMin, v3.FunctionNameClampMax:
|
||||
threshold, ok := fn.Args[0].(float64)
|
||||
if !ok {
|
||||
return result
|
||||
}
|
||||
switch fn.Name {
|
||||
case v3.FunctionNameCutOffMin:
|
||||
return funcCutOffMin(result, threshold)
|
||||
case v3.FunctionNameCutOffMax:
|
||||
return funcCutOffMax(result, threshold)
|
||||
case v3.FunctionNameClampMin:
|
||||
return funcClampMin(result, threshold)
|
||||
case v3.FunctionNameClampMax:
|
||||
return funcClampMax(result, threshold)
|
||||
}
|
||||
case v3.FunctionNameAbsolute:
|
||||
return funcAbsolute(result)
|
||||
case v3.FunctionNameLog2:
|
||||
return funcLog2(result)
|
||||
case v3.FunctionNameLog10:
|
||||
return funcLog10(result)
|
||||
case v3.FunctionNameCumSum:
|
||||
return funcCumSum(result)
|
||||
case v3.FunctionNameEWMA3, v3.FunctionNameEWMA5, v3.FunctionNameEWMA7:
|
||||
alpha, ok := fn.Args[0].(float64)
|
||||
if !ok {
|
||||
// alpha = 2 / (n + 1) where n is the window size
|
||||
if fn.Name == v3.FunctionNameEWMA3 {
|
||||
alpha = 0.5 // 2 / (3 + 1)
|
||||
} else if fn.Name == v3.FunctionNameEWMA5 {
|
||||
alpha = 1 / float64(3) // 2 / (5 + 1)
|
||||
} else if fn.Name == v3.FunctionNameEWMA7 {
|
||||
alpha = 0.25 // 2 / (7 + 1)
|
||||
}
|
||||
}
|
||||
return funcEWMA(result, alpha)
|
||||
case v3.FunctionNameMedian3:
|
||||
return funcMedian3(result)
|
||||
case v3.FunctionNameMedian5:
|
||||
return funcMedian5(result)
|
||||
case v3.FunctionNameMedian7:
|
||||
return funcMedian7(result)
|
||||
}
|
||||
return result
|
||||
}
|
604
pkg/query-service/app/queryBuilder/functions_test.go
Normal file
604
pkg/query-service/app/queryBuilder/functions_test.go
Normal file
@ -0,0 +1,604 @@
|
||||
package queryBuilder
|
||||
|
||||
import (
|
||||
"math"
|
||||
"testing"
|
||||
|
||||
v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
|
||||
)
|
||||
|
||||
func TestFuncCutOffMin(t *testing.T) {
|
||||
type args struct {
|
||||
result *v3.Result
|
||||
threshold float64
|
||||
}
|
||||
tests := []struct {
|
||||
name string
|
||||
args args
|
||||
want *v3.Result
|
||||
}{
|
||||
{
|
||||
name: "test funcCutOffMin",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
threshold: 0.3,
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: math.NaN(),
|
||||
},
|
||||
{
|
||||
Value: math.NaN(),
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test funcCutOffMin with threshold 0",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
threshold: 0,
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
for _, tt := range tests {
|
||||
newResult := funcCutOffMin(tt.args.result, tt.args.threshold)
|
||||
for j, series := range newResult.Series {
|
||||
for k, point := range series.Points {
|
||||
|
||||
if math.IsNaN(tt.want.Series[j].Points[k].Value) {
|
||||
if !math.IsNaN(point.Value) {
|
||||
t.Errorf("funcCutOffMin() = %v, want %v", point.Value, tt.want.Series[j].Points[k].Value)
|
||||
}
|
||||
continue
|
||||
}
|
||||
|
||||
if point.Value != tt.want.Series[j].Points[k].Value {
|
||||
t.Errorf("funcCutOffMin() = %v, want %v", point.Value, tt.want.Series[j].Points[k].Value)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
func TestFuncCutOffMax(t *testing.T) {
|
||||
type args struct {
|
||||
result *v3.Result
|
||||
threshold float64
|
||||
}
|
||||
tests := []struct {
|
||||
name string
|
||||
args args
|
||||
want *v3.Result
|
||||
}{
|
||||
{
|
||||
name: "test funcCutOffMax",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
threshold: 0.3,
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: math.NaN(),
|
||||
},
|
||||
{
|
||||
Value: math.NaN(),
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "test funcCutOffMax with threshold 0",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
threshold: 0,
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: math.NaN(),
|
||||
},
|
||||
{
|
||||
Value: math.NaN(),
|
||||
},
|
||||
{
|
||||
Value: math.NaN(),
|
||||
},
|
||||
{
|
||||
Value: math.NaN(),
|
||||
},
|
||||
{
|
||||
Value: math.NaN(),
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
for _, tt := range tests {
|
||||
newResult := funcCutOffMax(tt.args.result, tt.args.threshold)
|
||||
for j, series := range newResult.Series {
|
||||
for k, point := range series.Points {
|
||||
|
||||
if math.IsNaN(tt.want.Series[j].Points[k].Value) {
|
||||
if !math.IsNaN(point.Value) {
|
||||
t.Errorf("funcCutOffMax() = %v, want %v", point.Value, tt.want.Series[j].Points[k].Value)
|
||||
}
|
||||
continue
|
||||
}
|
||||
|
||||
if point.Value != tt.want.Series[j].Points[k].Value {
|
||||
t.Errorf("funcCutOffMax() = %v, want %v", point.Value, tt.want.Series[j].Points[k].Value)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
func TestCutOffMinCumSum(t *testing.T) {
|
||||
type args struct {
|
||||
result *v3.Result
|
||||
threshold float64
|
||||
}
|
||||
tests := []struct {
|
||||
name string
|
||||
args args
|
||||
want *v3.Result
|
||||
}{
|
||||
{
|
||||
name: "test funcCutOffMin followed by funcCumulativeSum",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
threshold: 0.3,
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.9,
|
||||
},
|
||||
{
|
||||
Value: 1.2,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
for _, tt := range tests {
|
||||
newResult := funcCutOffMin(tt.args.result, tt.args.threshold)
|
||||
newResult = funcCumSum(newResult)
|
||||
for j, series := range newResult.Series {
|
||||
for k, point := range series.Points {
|
||||
|
||||
if math.IsNaN(tt.want.Series[j].Points[k].Value) {
|
||||
if !math.IsNaN(point.Value) {
|
||||
t.Errorf("funcCutOffMin() = %v, want %v", point.Value, tt.want.Series[j].Points[k].Value)
|
||||
}
|
||||
continue
|
||||
}
|
||||
|
||||
if point.Value != tt.want.Series[j].Points[k].Value {
|
||||
t.Errorf("funcCutOffMin() = %v, want %v", point.Value, tt.want.Series[j].Points[k].Value)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
func TestFuncMedian3(t *testing.T) {
|
||||
type args struct {
|
||||
result *v3.Result
|
||||
}
|
||||
|
||||
tests := []struct {
|
||||
name string
|
||||
args args
|
||||
want *v3.Result
|
||||
}{
|
||||
{
|
||||
name: "Values",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 5}, {Timestamp: 2, Value: 3}, {Timestamp: 3, Value: 8}, {Timestamp: 4, Value: 2}, {Timestamp: 5, Value: 7}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 5}, {Timestamp: 2, Value: 5}, {Timestamp: 3, Value: 3}, {Timestamp: 4, Value: 7}, {Timestamp: 5, Value: 7}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "NaNHandling",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: math.NaN()}, {Timestamp: 2, Value: 3}, {Timestamp: 3, Value: math.NaN()}, {Timestamp: 4, Value: 7}, {Timestamp: 5, Value: 9}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: math.NaN()}, {Timestamp: 2, Value: 3}, {Timestamp: 3, Value: 5}, {Timestamp: 4, Value: 8}, {Timestamp: 5, Value: 9}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "UniformValues",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 7}, {Timestamp: 2, Value: 7}, {Timestamp: 3, Value: 7}, {Timestamp: 4, Value: 7}, {Timestamp: 5, Value: 7}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 7}, {Timestamp: 2, Value: 7}, {Timestamp: 3, Value: 7}, {Timestamp: 4, Value: 7}, {Timestamp: 5, Value: 7}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "SingleValueSeries",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 9}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 9}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "EmptySeries",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
for _, tt := range tests {
|
||||
t.Run(tt.name, func(t *testing.T) {
|
||||
got := funcMedian3(tt.args.result)
|
||||
for j, series := range got.Series {
|
||||
for k, point := range series.Points {
|
||||
if point.Value != tt.want.Series[j].Points[k].Value && !math.IsNaN(tt.want.Series[j].Points[k].Value) {
|
||||
t.Errorf("funcMedian3() = %v, want %v", point.Value, tt.want.Series[j].Points[k].Value)
|
||||
}
|
||||
}
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestFuncMedian5(t *testing.T) {
|
||||
type args struct {
|
||||
result *v3.Result
|
||||
}
|
||||
|
||||
tests := []struct {
|
||||
name string
|
||||
args args
|
||||
want *v3.Result
|
||||
}{
|
||||
{
|
||||
name: "Values",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 5}, {Timestamp: 2, Value: 3}, {Timestamp: 3, Value: 8}, {Timestamp: 4, Value: 2}, {Timestamp: 5, Value: 7}, {Timestamp: 6, Value: 9}, {Timestamp: 7, Value: 1}, {Timestamp: 8, Value: 4}, {Timestamp: 9, Value: 6}, {Timestamp: 10, Value: 10}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 5}, {Timestamp: 2, Value: 3}, {Timestamp: 3, Value: 5}, {Timestamp: 4, Value: 7}, {Timestamp: 5, Value: 7}, {Timestamp: 6, Value: 4}, {Timestamp: 7, Value: 6}, {Timestamp: 8, Value: 6}, {Timestamp: 9, Value: 6}, {Timestamp: 10, Value: 10}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "NaNHandling",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: math.NaN()}, {Timestamp: 2, Value: 3}, {Timestamp: 3, Value: math.NaN()}, {Timestamp: 4, Value: 7}, {Timestamp: 5, Value: 9}, {Timestamp: 6, Value: 1}, {Timestamp: 7, Value: 4}, {Timestamp: 8, Value: 6}, {Timestamp: 9, Value: 10}, {Timestamp: 10, Value: 2}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: math.NaN()}, {Timestamp: 2, Value: 3}, {Timestamp: 3, Value: 7}, {Timestamp: 4, Value: 5}, {Timestamp: 5, Value: 5.5}, {Timestamp: 6, Value: 6}, {Timestamp: 7, Value: 6}, {Timestamp: 8, Value: 4}, {Timestamp: 9, Value: 10}, {Timestamp: 10, Value: 2}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "UniformValues",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 7}, {Timestamp: 2, Value: 7}, {Timestamp: 3, Value: 7}, {Timestamp: 4, Value: 7}, {Timestamp: 5, Value: 7}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 7}, {Timestamp: 2, Value: 7}, {Timestamp: 3, Value: 7}, {Timestamp: 4, Value: 7}, {Timestamp: 5, Value: 7}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "SingleValueSeries",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 9}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{{Timestamp: 1, Value: 9}},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
name: "EmptySeries",
|
||||
args: args{
|
||||
result: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: &v3.Result{
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
for _, tt := range tests {
|
||||
got := funcMedian5(tt.args.result)
|
||||
for j, series := range got.Series {
|
||||
for k, point := range series.Points {
|
||||
if point.Value != tt.want.Series[j].Points[k].Value && !math.IsNaN(tt.want.Series[j].Points[k].Value) {
|
||||
t.Errorf("funcMedian5() = %v, want %v", point.Value, tt.want.Series[j].Points[k].Value)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
71
pkg/query-service/app/reduce_to.go
Normal file
71
pkg/query-service/app/reduce_to.go
Normal file
@ -0,0 +1,71 @@
|
||||
package app
|
||||
|
||||
import (
|
||||
v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
|
||||
)
|
||||
|
||||
// applyReduceTo applies the reduceTo operator to each series
|
||||
// and returns a new series with the reduced value
|
||||
// reduceTo can be one of the following:
|
||||
// - last
|
||||
// - sum
|
||||
// - avg
|
||||
// - min
|
||||
// - max
|
||||
func applyReduceTo(result []*v3.Result, queryRangeParams *v3.QueryRangeParamsV3) {
|
||||
for _, result := range result {
|
||||
builderQueries := queryRangeParams.CompositeQuery.BuilderQueries
|
||||
|
||||
// reduceTo is only applicable for metrics data source
|
||||
// and for table and value panels
|
||||
if builderQueries[result.QueryName] != nil && (builderQueries[result.QueryName].DataSource == v3.DataSourceMetrics &&
|
||||
(queryRangeParams.CompositeQuery.PanelType == v3.PanelTypeTable || queryRangeParams.CompositeQuery.PanelType == v3.PanelTypeValue)) {
|
||||
reduceTo := builderQueries[result.QueryName].ReduceTo
|
||||
|
||||
switch reduceTo {
|
||||
case v3.ReduceToOperatorLast:
|
||||
for i := 0; i < len(result.Series); i++ {
|
||||
if len(result.Series[i].Points) > 0 {
|
||||
result.Series[i].Points = []v3.Point{result.Series[i].Points[len(result.Series[i].Points)-1]}
|
||||
}
|
||||
}
|
||||
case v3.ReduceToOperatorSum:
|
||||
for i := 0; i < len(result.Series); i++ {
|
||||
var sum float64
|
||||
for j := 0; j < len(result.Series[i].Points); j++ {
|
||||
sum += result.Series[i].Points[j].Value
|
||||
}
|
||||
result.Series[i].Points = []v3.Point{{Value: sum}}
|
||||
}
|
||||
case v3.ReduceToOperatorAvg:
|
||||
for i := 0; i < len(result.Series); i++ {
|
||||
var sum float64
|
||||
for j := 0; j < len(result.Series[i].Points); j++ {
|
||||
sum += result.Series[i].Points[j].Value
|
||||
}
|
||||
result.Series[i].Points = []v3.Point{{Value: sum / float64(len(result.Series[i].Points))}}
|
||||
}
|
||||
case v3.ReduceToOperatorMin:
|
||||
for i := 0; i < len(result.Series); i++ {
|
||||
var min float64
|
||||
for j := 0; j < len(result.Series[i].Points); j++ {
|
||||
if j == 0 || result.Series[i].Points[j].Value < min {
|
||||
min = result.Series[i].Points[j].Value
|
||||
}
|
||||
}
|
||||
result.Series[i].Points = []v3.Point{{Value: min}}
|
||||
}
|
||||
case v3.ReduceToOperatorMax:
|
||||
for i := 0; i < len(result.Series); i++ {
|
||||
var max float64
|
||||
for j := 0; j < len(result.Series[i].Points); j++ {
|
||||
if j == 0 || result.Series[i].Points[j].Value > max {
|
||||
max = result.Series[i].Points[j].Value
|
||||
}
|
||||
}
|
||||
result.Series[i].Points = []v3.Point{{Value: max}}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
99
pkg/query-service/app/reduce_to_test.go
Normal file
99
pkg/query-service/app/reduce_to_test.go
Normal file
@ -0,0 +1,99 @@
|
||||
package app
|
||||
|
||||
import (
|
||||
"testing"
|
||||
|
||||
v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
|
||||
)
|
||||
|
||||
func TestApplyReduceTo(t *testing.T) {
|
||||
type testCase struct {
|
||||
name string
|
||||
results []*v3.Result
|
||||
params *v3.QueryRangeParamsV3
|
||||
want []*v3.Result
|
||||
}
|
||||
|
||||
testCases := []testCase{
|
||||
{
|
||||
name: "test reduce to",
|
||||
results: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 0.5,
|
||||
},
|
||||
{
|
||||
Value: 0.4,
|
||||
},
|
||||
{
|
||||
Value: 0.3,
|
||||
},
|
||||
{
|
||||
Value: 0.2,
|
||||
},
|
||||
{
|
||||
Value: 0.1,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
params: &v3.QueryRangeParamsV3{
|
||||
CompositeQuery: &v3.CompositeQuery{
|
||||
PanelType: v3.PanelTypeValue,
|
||||
BuilderQueries: map[string]*v3.BuilderQuery{
|
||||
"A": {
|
||||
DataSource: v3.DataSourceMetrics,
|
||||
ReduceTo: v3.ReduceToOperatorSum,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
want: []*v3.Result{
|
||||
{
|
||||
QueryName: "A",
|
||||
Series: []*v3.Series{
|
||||
{
|
||||
Points: []v3.Point{
|
||||
{
|
||||
Value: 1.5,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
for _, tc := range testCases {
|
||||
t.Run(tc.name, func(t *testing.T) {
|
||||
|
||||
applyReduceTo(tc.results, tc.params)
|
||||
got := tc.results
|
||||
|
||||
for _, gotResult := range got {
|
||||
for _, wantResult := range tc.want {
|
||||
if gotResult.QueryName == wantResult.QueryName {
|
||||
if len(gotResult.Series) != len(wantResult.Series) {
|
||||
t.Errorf("got %v, want %v", gotResult.Series, wantResult.Series)
|
||||
} else {
|
||||
for i, gotSeries := range gotResult.Series {
|
||||
for j, gotPoint := range gotSeries.Points {
|
||||
if gotPoint.Value != wantResult.Series[i].Points[j].Value {
|
||||
t.Errorf("got %v, want %v", gotPoint.Value, wantResult.Series[i].Points[j].Value)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
@ -6,6 +6,7 @@ import (
|
||||
"fmt"
|
||||
"sort"
|
||||
"strconv"
|
||||
"strings"
|
||||
"time"
|
||||
|
||||
"github.com/google/uuid"
|
||||
@ -482,9 +483,49 @@ const (
|
||||
SpaceAggregationCount SpaceAggregation = "count"
|
||||
)
|
||||
|
||||
type FunctionName string
|
||||
|
||||
const (
|
||||
FunctionNameCutOffMin FunctionName = "cutOffMin"
|
||||
FunctionNameCutOffMax FunctionName = "cutOffMax"
|
||||
FunctionNameClampMin FunctionName = "clampMin"
|
||||
FunctionNameClampMax FunctionName = "clampMax"
|
||||
FunctionNameAbsolute FunctionName = "absolute"
|
||||
FunctionNameLog2 FunctionName = "log2"
|
||||
FunctionNameLog10 FunctionName = "log10"
|
||||
FunctionNameCumSum FunctionName = "cumSum"
|
||||
FunctionNameEWMA3 FunctionName = "ewma3"
|
||||
FunctionNameEWMA5 FunctionName = "ewma5"
|
||||
FunctionNameEWMA7 FunctionName = "ewma7"
|
||||
FunctionNameMedian3 FunctionName = "median3"
|
||||
FunctionNameMedian5 FunctionName = "median5"
|
||||
FunctionNameMedian7 FunctionName = "median7"
|
||||
)
|
||||
|
||||
func (f FunctionName) Validate() error {
|
||||
switch f {
|
||||
case FunctionNameCutOffMin,
|
||||
FunctionNameCutOffMax,
|
||||
FunctionNameClampMin,
|
||||
FunctionNameClampMax,
|
||||
FunctionNameAbsolute,
|
||||
FunctionNameLog2,
|
||||
FunctionNameLog10,
|
||||
FunctionNameCumSum,
|
||||
FunctionNameEWMA3,
|
||||
FunctionNameEWMA5,
|
||||
FunctionNameEWMA7,
|
||||
FunctionNameMedian3,
|
||||
FunctionNameMedian5,
|
||||
FunctionNameMedian7:
|
||||
return nil
|
||||
default:
|
||||
return fmt.Errorf("invalid function name: %s", f)
|
||||
}
|
||||
}
|
||||
|
||||
type Function struct {
|
||||
Category string `json:"category"`
|
||||
Name string `json:"name"`
|
||||
Name FunctionName `json:"name"`
|
||||
Args []interface{} `json:"args,omitempty"`
|
||||
}
|
||||
|
||||
@ -562,6 +603,14 @@ func (b *BuilderQuery) Validate() error {
|
||||
}
|
||||
}
|
||||
|
||||
if b.Having != nil {
|
||||
for _, having := range b.Having {
|
||||
if err := having.Operator.Validate(); err != nil {
|
||||
return fmt.Errorf("having operator is invalid: %w", err)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
for _, selectColumn := range b.SelectColumns {
|
||||
if err := selectColumn.Validate(); err != nil {
|
||||
return fmt.Errorf("select column is invalid %w", err)
|
||||
@ -571,6 +620,15 @@ func (b *BuilderQuery) Validate() error {
|
||||
if b.Expression == "" {
|
||||
return fmt.Errorf("expression is required")
|
||||
}
|
||||
|
||||
if len(b.Functions) > 0 {
|
||||
for _, function := range b.Functions {
|
||||
if err := function.Name.Validate(); err != nil {
|
||||
return fmt.Errorf("function name is invalid: %w", err)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
return nil
|
||||
}
|
||||
|
||||
@ -655,9 +713,42 @@ type OrderBy struct {
|
||||
IsColumn bool `json:"-"`
|
||||
}
|
||||
|
||||
// See HAVING_OPERATORS in queryBuilder.ts
|
||||
|
||||
type HavingOperator string
|
||||
|
||||
const (
|
||||
HavingOperatorEqual HavingOperator = "="
|
||||
HavingOperatorNotEqual HavingOperator = "!="
|
||||
HavingOperatorGreaterThan HavingOperator = ">"
|
||||
HavingOperatorGreaterThanOrEq HavingOperator = ">="
|
||||
HavingOperatorLessThan HavingOperator = "<"
|
||||
HavingOperatorLessThanOrEq HavingOperator = "<="
|
||||
HavingOperatorIn HavingOperator = "IN"
|
||||
HavingOperatorNotIn HavingOperator = "NOT_IN"
|
||||
)
|
||||
|
||||
func (h HavingOperator) Validate() error {
|
||||
switch h {
|
||||
case HavingOperatorEqual,
|
||||
HavingOperatorNotEqual,
|
||||
HavingOperatorGreaterThan,
|
||||
HavingOperatorGreaterThanOrEq,
|
||||
HavingOperatorLessThan,
|
||||
HavingOperatorLessThanOrEq,
|
||||
HavingOperatorIn,
|
||||
HavingOperatorNotIn,
|
||||
HavingOperator(strings.ToLower(string(HavingOperatorIn))),
|
||||
HavingOperator(strings.ToLower(string(HavingOperatorNotIn))):
|
||||
return nil
|
||||
default:
|
||||
return fmt.Errorf("invalid having operator: %s", h)
|
||||
}
|
||||
}
|
||||
|
||||
type Having struct {
|
||||
ColumnName string `json:"columnName"`
|
||||
Operator string `json:"op"`
|
||||
Operator HavingOperator `json:"op"`
|
||||
Value interface{} `json:"value"`
|
||||
}
|
||||
|
||||
|
Loading…
x
Reference in New Issue
Block a user