test: gauge metric tests

test: fix base time in week based test for multi temporality
Merge branch 'main' into nv/6703
2026-02-23 08:49:29 +00:00 · 2026-02-23 08:36:32 +05:30 · 2026-02-23 08:36:17 +05:30 · 2026-02-22 20:57:55 +05:30 · 2026-02-20 13:35:39 +05:30 · 2026-02-20 13:33:04 +05:30
13 changed files with 2178 additions and 17 deletions
--- a/docs/api/openapi.yml
+++ b/docs/api/openapi.yml
@@ -798,6 +798,14 @@ components:
      - temporality
      - isMonotonic
      type: object
+    MetrictypesComparisonSpaceAggregationParam:
+      properties:
+        operator:
+          type: string
+        threshold:
+          format: double
+          type: number
+      type: object
    MetrictypesSpaceAggregation:
      enum:
      - sum
@@ -810,6 +818,7 @@ components:
      - p90
      - p95
      - p99
+      - histogram_count
      type: string
    MetrictypesTemporality:
      enum:
@@ -1094,6 +1103,8 @@ components:
      type: object
    Querybuildertypesv5MetricAggregation:
      properties:
+        comparisonSpaceAggregationParam:
+          $ref: '#/components/schemas/MetrictypesComparisonSpaceAggregationParam'
        metricName:
          type: string
        reduceTo:
--- a/frontend/src/api/generated/services/sigNoz.schemas.ts
+++ b/frontend/src/api/generated/services/sigNoz.schemas.ts
@@ -972,6 +972,18 @@ export interface MetricsexplorertypesUpdateMetricMetadataRequestDTO {
 	unit: string;
 }

+export interface MetrictypesComparisonSpaceAggregationParamDTO {
+	/**
+	 * @type string
+	 */
+	operator?: string;
+	/**
+	 * @type number
+	 * @format double
+	 */
+	threshold?: number;
+}
+
 export enum MetrictypesSpaceAggregationDTO {
 	sum = 'sum',
 	avg = 'avg',
@@ -983,6 +995,7 @@ export enum MetrictypesSpaceAggregationDTO {
 	p90 = 'p90',
 	p95 = 'p95',
 	p99 = 'p99',
+	histogram_count = 'histogram_count',
 }
 export enum MetrictypesTemporalityDTO {
 	delta = 'delta',
@@ -1333,6 +1346,7 @@ export interface Querybuildertypesv5LogAggregationDTO {
 }

 export interface Querybuildertypesv5MetricAggregationDTO {
+	comparisonSpaceAggregationParam?: MetrictypesComparisonSpaceAggregationParamDTO;
 	/**
 	 * @type string
 	 */
--- a/pkg/querier/builder_query.go
+++ b/pkg/querier/builder_query.go
@@ -80,11 +80,16 @@ func (q *builderQuery[T]) Fingerprint() string {
 			case qbtypes.LogAggregation:
 				aggParts = append(aggParts, a.Expression)
 			case qbtypes.MetricAggregation:
-				aggParts = append(aggParts, fmt.Sprintf("%s:%s:%s:%s",
+				var spaceAggParamStr string
+				if a.ComparisonSpaceAggregationParam != nil {
+					spaceAggParamStr = a.ComparisonSpaceAggregationParam.StringValue()
+				}
+				aggParts = append(aggParts, fmt.Sprintf("%s:%s:%s:%s:%s",
 					a.MetricName,
 					a.Temporality.StringValue(),
 					a.TimeAggregation.StringValue(),
 					a.SpaceAggregation.StringValue(),
+					spaceAggParamStr,
 				))
 			}
 		}
--- a/pkg/telemetrymetrics/statement_builder.go
+++ b/pkg/telemetrymetrics/statement_builder.go
@@ -123,7 +123,8 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 	origTimeAgg := query.Aggregations[0].TimeAggregation
 	origGroupBy := slices.Clone(query.GroupBy)

-	if query.Aggregations[0].SpaceAggregation.IsPercentile() &&
+	if (query.Aggregations[0].SpaceAggregation.IsPercentile() ||
+		query.Aggregations[0].SpaceAggregation == metrictypes.SpaceAggregationHistogramCount) &&
 		query.Aggregations[0].Type != metrictypes.ExpHistogramType {
 		// add le in the group by if doesn't exist
 		leExists := false
@@ -154,7 +155,11 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 		}

 		// make the time aggregation rate and space aggregation sum
-		query.Aggregations[0].TimeAggregation = metrictypes.TimeAggregationRate
+		if query.Aggregations[0].SpaceAggregation.IsPercentile() {
+			query.Aggregations[0].TimeAggregation = metrictypes.TimeAggregationRate
+		} else {
+			query.Aggregations[0].TimeAggregation = metrictypes.TimeAggregationIncrease
+		}
 		query.Aggregations[0].SpaceAggregation = metrictypes.SpaceAggregationSum
 	}

@@ -524,7 +529,7 @@ func (b *MetricQueryStatementBuilder) buildSpatialAggregationCTE(
 		return "", nil, errors.Newf(
 			errors.TypeInvalidInput,
 			errors.CodeInvalidInput,
-			"invalid space aggregation, should be one of the following: [`sum`, `avg`, `min`, `max`, `count`, `p50`, `p75`, `p90`, `p95`, `p99`]",
+			"invalid space aggregation, should be one of the following: [`sum`, `avg`, `min`, `max`, `count`, `p50`, `p75`, `p90`, `p95`, `p99`, `histogram_count`]",
 		)
 	}
 	sb := sqlbuilder.NewSelectBuilder()
@@ -577,6 +582,29 @@ func (b *MetricQueryStatementBuilder) BuildFinalSelect(
 		sb.From("__spatial_aggregation_cte")
 		sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
 		sb.GroupBy("ts")
+		if query.Having != nil && query.Having.Expression != "" {
+			rewriter := querybuilder.NewHavingExpressionRewriter()
+			rewrittenExpr := rewriter.RewriteForMetrics(query.Having.Expression, query.Aggregations)
+			sb.Having(rewrittenExpr)
+		}
+	} else if query.Aggregations[0].SpaceAggregation == metrictypes.SpaceAggregationHistogramCount {
+		sb.Select("ts")
+
+		for _, g := range query.GroupBy {
+			sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
+		}
+
+		aggQuery, err := AggregationQueryForHistogramCount(query.Aggregations[0].ComparisonSpaceAggregationParam)
+		if err != nil {
+			return nil, err
+		}
+		sb.SelectMore(aggQuery)
+
+		sb.From("__spatial_aggregation_cte")
+
+		sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
+		sb.GroupBy("ts")
+
 		if query.Having != nil && query.Having.Expression != "" {
 			rewriter := querybuilder.NewHavingExpressionRewriter()
 			rewrittenExpr := rewriter.RewriteForMetrics(query.Having.Expression, query.Aggregations)
--- a/pkg/telemetrymetrics/tables.go
+++ b/pkg/telemetrymetrics/tables.go
@@ -1,6 +1,7 @@
 package telemetrymetrics

 import (
+	"fmt"
 	"time"

 	"github.com/SigNoz/signoz/pkg/errors"
@@ -308,3 +309,20 @@ func AggregationColumnForSamplesTable(
 	}
 	return aggregationColumn, nil
 }
+
+func AggregationQueryForHistogramCount(param *metrictypes.ComparisonSpaceAggregationParam) (string, error) {
+	if param == nil {
+		return "", errors.New(errors.TypeInvalidInput, errors.CodeInvalidInput, "no aggregation param provided for histogram count")
+	}
+	histogramCountThreshold := param.Threshold
+
+	switch param.Operater {
+	case "<=":
+		return fmt.Sprintf("argMaxIf(value, toFloat64(le), toFloat64(le) <= %f) + (argMinIf(value, toFloat64(le), toFloat64(le) > %f) - argMaxIf(value, toFloat64(le), toFloat64(le) <= %f)) * (%f - maxIf(toFloat64(le), toFloat64(le) <= %f)) / (minIf(toFloat64(le), toFloat64(le) > %f) - maxIf(toFloat64(le), toFloat64(le) <= %f)) AS value", histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold), nil
+	case ">":
+		return fmt.Sprintf("argMax(value, toFloat64(le)) - (argMaxIf(value, toFloat64(le), toFloat64(le) <= %f) + (argMinIf(value, toFloat64(le), toFloat64(le) > %f) - argMaxIf(value, toFloat64(le), toFloat64(le) <= %f)) * (%f - maxIf(toFloat64(le), toFloat64(le) <= %f)) / (minIf(toFloat64(le), toFloat64(le) > %f) - maxIf(toFloat64(le), toFloat64(le) <= %f))) AS value", histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold), nil
+	default:
+		return "", errors.New(errors.TypeInvalidInput, errors.CodeInvalidInput, "invalid space aggregation operator, should be one of the following: [`<=`, `>`]")
+	}
+
+}
--- a/pkg/types/metrictypes/metrictypes.go
+++ b/pkg/types/metrictypes/metrictypes.go
@@ -2,6 +2,7 @@ package metrictypes

 import (
 	"database/sql/driver"
+	"fmt"
 	"strings"

 	"github.com/SigNoz/signoz/pkg/errors"
@@ -189,17 +190,18 @@ type SpaceAggregation struct {
 }

 var (
-	SpaceAggregationUnspecified  = SpaceAggregation{valuer.NewString("")}
-	SpaceAggregationSum          = SpaceAggregation{valuer.NewString("sum")}
-	SpaceAggregationAvg          = SpaceAggregation{valuer.NewString("avg")}
-	SpaceAggregationMin          = SpaceAggregation{valuer.NewString("min")}
-	SpaceAggregationMax          = SpaceAggregation{valuer.NewString("max")}
-	SpaceAggregationCount        = SpaceAggregation{valuer.NewString("count")}
-	SpaceAggregationPercentile50 = SpaceAggregation{valuer.NewString("p50")}
-	SpaceAggregationPercentile75 = SpaceAggregation{valuer.NewString("p75")}
-	SpaceAggregationPercentile90 = SpaceAggregation{valuer.NewString("p90")}
-	SpaceAggregationPercentile95 = SpaceAggregation{valuer.NewString("p95")}
-	SpaceAggregationPercentile99 = SpaceAggregation{valuer.NewString("p99")}
+	SpaceAggregationUnspecified    = SpaceAggregation{valuer.NewString("")}
+	SpaceAggregationSum            = SpaceAggregation{valuer.NewString("sum")}
+	SpaceAggregationAvg            = SpaceAggregation{valuer.NewString("avg")}
+	SpaceAggregationMin            = SpaceAggregation{valuer.NewString("min")}
+	SpaceAggregationMax            = SpaceAggregation{valuer.NewString("max")}
+	SpaceAggregationCount          = SpaceAggregation{valuer.NewString("count")}
+	SpaceAggregationPercentile50   = SpaceAggregation{valuer.NewString("p50")}
+	SpaceAggregationPercentile75   = SpaceAggregation{valuer.NewString("p75")}
+	SpaceAggregationPercentile90   = SpaceAggregation{valuer.NewString("p90")}
+	SpaceAggregationPercentile95   = SpaceAggregation{valuer.NewString("p95")}
+	SpaceAggregationPercentile99   = SpaceAggregation{valuer.NewString("p99")}
+	SpaceAggregationHistogramCount = SpaceAggregation{valuer.NewString("histogram_count")}
 )

 func (SpaceAggregation) Enum() []any {
@@ -214,6 +216,7 @@ func (SpaceAggregation) Enum() []any {
 		SpaceAggregationPercentile90,
 		SpaceAggregationPercentile95,
 		SpaceAggregationPercentile99,
+		SpaceAggregationHistogramCount,
 	}
 }

@@ -256,3 +259,12 @@ type MetricTableHints struct {
 type MetricValueFilter struct {
 	Value float64
 }
+
+type ComparisonSpaceAggregationParam struct {
+	Operater  string  `json:"operator"`
+	Threshold float64 `json:"threshold"`
+}
+
+func (param ComparisonSpaceAggregationParam) StringValue() string {
+	return fmt.Sprintf("{\"operator\": \"%s\", \"limit\": \"%f\"}", param.Operater, param.Threshold)
+}
--- a/pkg/types/querybuildertypes/querybuildertypesv5/builder_elements.go
+++ b/pkg/types/querybuildertypes/querybuildertypesv5/builder_elements.go
@@ -446,6 +446,8 @@ type MetricAggregation struct {
 	TimeAggregation metrictypes.TimeAggregation `json:"timeAggregation"`
 	// space aggregation to apply to the query
 	SpaceAggregation metrictypes.SpaceAggregation `json:"spaceAggregation"`
+	// param for space aggregation if needed
+	ComparisonSpaceAggregationParam *metrictypes.ComparisonSpaceAggregationParam `json:"comparisonSpaceAggregationParam"`
 	// table hints to use for the query
 	TableHints *metrictypes.MetricTableHints `json:"-"`
 	// value filter to apply to the query
--- a/tests/integration/fixtures/querier.py
+++ b/tests/integration/fixtures/querier.py
@@ -52,6 +52,7 @@ def build_builder_query(
    time_aggregation: str,
    space_aggregation: str,
    *,
+    comparisonSpaceAggregationParam: Optional[Dict] = None,
    temporality: Optional[str] = None,
    step_interval: int = DEFAULT_STEP_INTERVAL,
    group_by: Optional[List[str]] = None,
@@ -74,7 +75,8 @@ def build_builder_query(
    }
    if temporality:
        spec["aggregations"][0]["temporality"] = temporality
-
+    if comparisonSpaceAggregationParam:
+        spec["aggregations"][0]["comparisonSpaceAggregationParam"] = comparisonSpaceAggregationParam
    if group_by:
        spec["groupBy"] = [
            {
--- a/tests/integration/src/querier/07_metrics_multi_temporality.py
+++ b/tests/integration/src/querier/07_metrics_multi_temporality.py
@@ -353,7 +353,7 @@ def test_for_week_long_time_range(

    metrics = Metrics.load_from_file(
        MULTI_TEMPORALITY_FILE_10h,
-        base_time=now - timedelta(minutes=600),
+        base_time=now - timedelta(minutes=1441),
        metric_name_override=metric_name,
    )
    insert_metrics(metrics)
--- a/tests/integration/src/querier/08_metrics_histogram.py
+++ b/tests/integration/src/querier/08_metrics_histogram.py
@@ -0,0 +1,259 @@
+"""
+Look at the multi_temporality_counters_1h.jsonl file for the relevant data
+"""
+
+import random
+from datetime import datetime, timedelta, timezone
+from http import HTTPStatus
+from typing import Callable, List
+
+import pytest
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.metrics import Metrics
+from fixtures.querier import (
+    build_builder_query,
+    get_all_series,
+    get_series_values,
+    make_query_request,
+)
+from fixtures.utils import get_testdata_file_path
+
+FILE = get_testdata_file_path("histogram_data_1h.jsonl")
+
+@pytest.mark.parametrize(
+    "threshold, operator, first_value, last_value",
+    [
+        (1000, "<=", 11, 69),
+        (100, "<=", 1.1, 6.9),
+        (7500, "<=", 16.75, 74.75),
+        (8000, "<=", 17, 75),
+        (80000, "<=", 17, 75), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+        (1000, ">", 7, 7),
+        (100, ">", 16.9, 69.1),
+        (7500, ">", 1.25, 1.25),
+        (8000, ">", 1, 1),
+        (80000, ">", 1, 1), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+    ],
+)
+def test_histogram_count_for_one_endpoint(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    threshold: float,
+    operator: str,
+    first_value: float,
+    last_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_bucket"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "rate",
+        "histogram_count",
+        comparisonSpaceAggregationParam={
+            "threshold": threshold,
+            "operator": operator
+        },
+        filter_expression='endpoint = "/health"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 59
+    assert result_values[0]["value"] == first_value
+    assert result_values[-1]["value"] == last_value
+
+@pytest.mark.parametrize(
+    "threshold, operator, first_value, last_value",
+    [
+        (1000, "<=", 22, 138),
+        (100, "<=", 2.2, 13.8),
+        (7500, "<=", 33.5, 149.5),
+        (8000, "<=", 34, 150),
+        (80000, "<=", 34, 150), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+        (1000, ">", 14, 14),
+        (100, ">", 33.8, 138.2),
+        (7500, ">", 2.5, 2.5),
+        (8000, ">", 2, 2),
+        (80000, ">", 2, 2), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+    ],
+)
+def test_histogram_count_for_one_service(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    threshold: float,
+    operator: str,
+    first_value: float,
+    last_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_bucket"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "rate",
+        "histogram_count",
+        comparisonSpaceAggregationParam={
+            "threshold": threshold,
+            "operator": operator
+        },
+        filter_expression='service = "api"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 59
+    assert result_values[0]["value"] == first_value
+    assert result_values[-1]["value"] == last_value
+
+@pytest.mark.parametrize(
+    "threshold, operator, first_value, last_value",
+    [
+        (1000, "<=", 11, 69),
+        (100, "<=", 1.1, 6.9),
+        (7500, "<=", 16.75, 74.75),
+        (8000, "<=", 17, 75),
+        (80000, "<=", 17, 75), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+        (1000, ">", 7, 7),
+        (100, ">", 16.9, 69.1),
+        (7500, ">", 1.25, 1.25),
+        (8000, ">", 1, 1),
+        (80000, ">", 1, 1), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+    ],
+)
+def test_histogram_count_for_delta_service(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    threshold: float,
+    operator: str,
+    first_value: float,
+    last_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_bucket"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "rate",
+        "histogram_count",
+        comparisonSpaceAggregationParam={
+            "threshold": threshold,
+            "operator": operator
+        },
+        filter_expression='service = "web"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 60 ## in delta, the value at 10:01 will also be reported
+    assert result_values[1]["value"] == first_value ## to keep parallel to the cumulative test cases, first_value refers to the value at 10:02
+    assert result_values[-1]["value"] == last_value
+
+@pytest.mark.parametrize(
+    "threshold, operator, first_value, last_value",
+    [
+        (1000, "<=", 33, 207),
+        (100, "<=", 3.3, 20.7),
+        (7500, "<=", 50.25, 224.25),
+        (8000, "<=", 51, 225),
+        (80000, "<=", 51, 225),
+        (1000, ">", 21, 21),
+        (100, ">", 50.7, 207.3),
+        (7500, ">", 3.75, 3.75),
+        (8000, ">", 3, 3),
+        (80000, ">", 3, 3),
+    ],
+)
+def test_histogram_count_for_all_services(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    threshold: float,
+    operator: str,
+    first_value: float,
+    last_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_bucket"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "rate",
+        "histogram_count",
+        comparisonSpaceAggregationParam={
+            "threshold": threshold,
+            "operator": operator
+        },
+        ## no services filter, this tests for multitemporality handling as well
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 60
+    assert result_values[1]["value"] == first_value ## to keep parallel to the cumulative test cases, first_value refers to the value at 10:02
+    assert result_values[-1]["value"] == last_value
--- a/tests/integration/src/querier/09_metrics_gauge.py
+++ b/tests/integration/src/querier/09_metrics_gauge.py
@@ -0,0 +1,141 @@
+import random
+from datetime import datetime, timedelta, timezone
+from http import HTTPStatus
+from typing import Callable, List
+
+import pytest
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.metrics import Metrics
+from fixtures.querier import (
+    build_builder_query,
+    get_all_series,
+    get_series_values,
+    make_query_request,
+)
+from fixtures.utils import get_testdata_file_path
+
+FILE = get_testdata_file_path("gauge_data_1h.jsonl")
+
+@pytest.mark.parametrize(
+    "time_agg, space_agg, service, num_elements, start_val, first_val, twentieth_min_val, after_twentieth_min_val",
+    [
+        ("avg", "avg", "api", 60, 400, 800, 800, 400),
+        ("avg", "avg", "web", 50, 800, 800, 800, 600),
+        ("avg", "avg", "lab", 60, 500, 700, 700, 500),
+        ("sum", "sum", "api", 60, 400, 800, 800, 400),
+        ("sum", "sum", "web", 50, 800, 800, 800, 600),
+        ("sum", "sum", "lab", 60, 1000, 1400, 1400, 1000),
+        ("max", "max", "api", 60, 400, 800, 800, 400),
+        ("max", "max", "web", 50, 800, 800, 800, 600),
+        ("max", "max", "lab", 60, 600, 800, 800, 600),
+        ("avg", "sum", "api", 60, 400, 800, 800, 400),
+        ("avg", "sum", "web", 50, 800, 800, 800, 600),
+        ("avg", "sum", "lab", 60, 500, 700, 700, 500),
+        ("max", "sum", "api", 60, 400, 800, 800, 400),
+        ("max", "sum", "web", 50, 800, 800, 800, 600),
+        ("max", "sum", "lab", 60, 600, 800, 800, 600),
+    ],
+)
+def test_for_one_service(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_agg: str,
+    space_agg: str,
+    service: str,
+    num_elements: float,
+    start_val: float,
+    first_val: float,
+    twentieth_min_val: float,
+    after_twentieth_min_val: float ## web service has a gap of 10 mins after the 20th minute
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_memory_usage"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_agg,
+        space_agg,
+        filter_expression=f'service = "{service}"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == num_elements
+    assert result_values[0]["value"] == start_val
+    assert result_values[1]["value"] == first_val
+    assert result_values[19]["value"] == twentieth_min_val
+    assert result_values[20]["value"] == after_twentieth_min_val
+
+@pytest.mark.parametrize(
+    "time_agg, space_agg, start_val, first_val, twentieth_min_val, twenty_first_min_val, thirty_first_min_val",
+    [
+        ("avg", "avg", 566.667, 766.667, 766.667, 450, 500),
+        ("avg", "sum", 1700, 2300, 2300, 900, 1500),
+        ("avg", "max", 800, 800, 800, 500, 600),
+        ("max", "avg", 600, 800, 800, 500, 533.333),
+        ("max", "sum", 1800, 2400, 2400, 1000, 1600),
+        ("max", "max", 800, 800, 800, 600, 600),
+    ],
+)
+def test_for_multiple_aggregations(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_agg: str,
+    space_agg: str,
+    start_val: float,
+    first_val: float,
+    twentieth_min_val: float,
+    twenty_first_min_val: float, ## web service has a gap of 10 mins after the 20th minute
+    thirty_first_min_val: float
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_memory_usage"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_agg,
+        space_agg,
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 60
+    assert result_values[0]["value"] == start_val
+    assert result_values[1]["value"] == first_val
+    assert result_values[19]["value"] == twentieth_min_val
+    assert result_values[20]["value"] == twenty_first_min_val
+    assert result_values[30]["value"] == thirty_first_min_val
--- a/tests/integration/testdata/gauge_data_1h.jsonl
+++ b/tests/integration/testdata/gauge_data_1h.jsonl
@@ -0,0 +1,229 @@
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:01:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:02:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:03:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:04:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:05:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:06:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:07:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:08:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:09:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:10:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:11:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:12:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:13:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:14:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:15:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:16:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:17:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:18:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:19:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:20:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:21:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:22:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:23:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:24:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:25:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:26:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:27:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:28:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:29:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:30:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:31:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:32:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:33:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:34:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:35:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:36:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:37:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:38:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:39:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:40:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:41:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:42:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:43:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:44:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:45:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:46:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:47:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:48:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:49:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:50:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:51:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:52:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:53:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:54:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:55:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:56:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:57:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:58:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T10:59:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"api"},"timestamp":"2025-01-10T11:00:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:01:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:02:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:03:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:04:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:05:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:06:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:07:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:08:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:09:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:10:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:11:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:12:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:13:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:14:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:15:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:16:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:17:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:18:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:19:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:20:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:31:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:32:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:33:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:34:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:35:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:36:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:37:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:38:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:39:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:40:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:41:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:42:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:43:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:44:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:45:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:46:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:47:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:48:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:49:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:50:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:51:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:52:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:53:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:54:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:55:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:56:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:57:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:58:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T10:59:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"web"},"timestamp":"2025-01-10T11:00:00+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:01:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:01:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:02:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:02:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:03:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:03:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:04:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:04:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:05:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:05:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:06:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:06:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:07:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:07:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:08:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:08:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:09:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:09:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:10:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:10:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:11:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:11:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:12:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:12:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:13:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:13:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:14:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:14:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:15:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:15:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:16:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:16:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:17:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:17:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:18:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:18:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:19:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:19:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:20:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:20:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:21:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:21:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:22:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:22:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:23:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:23:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:24:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:24:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:25:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:25:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:26:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:26:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:27:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:27:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:28:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:28:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:29:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:29:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:30:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:30:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:31:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:31:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:32:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:32:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:33:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:33:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:34:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:34:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:35:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:35:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:36:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:36:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:37:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:37:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:38:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:38:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:39:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:39:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:40:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:40:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:41:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:41:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:42:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:42:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:43:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:43:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:44:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:44:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:45:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:45:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:46:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:46:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:47:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:47:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:48:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:48:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:49:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:49:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:50:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:50:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:51:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:51:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:52:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:52:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:53:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:53:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:54:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:54:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:55:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:55:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:56:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:56:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:57:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:57:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:58:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:58:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:59:00+00:00","value":400,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T10:59:30+00:00","value":600,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"system.memory.usage","labels":{"__temporality__":"Unspecified","service":"lab"},"timestamp":"2025-01-10T11:00:00+00:00","value":800,"temporality":"Unspecified","type_":"Gauge","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
--- a/tests/integration/testdata/histogram_data_1h.jsonl
+++ b/tests/integration/testdata/histogram_data_1h.jsonl
Author	SHA1	Message	Date
Naman Verma	52409f4a80	test: gauge metric tests	2026-02-23 08:36:32 +05:30
Naman Verma	7109af859c	test: fix base time in week based test for multi temporality	2026-02-23 08:36:17 +05:30
Naman Verma	adec9cac5e	Merge branch 'main' into nv/6703	2026-02-22 20:57:55 +05:30
Naman Verma	4bd5f804ec	fix: open api test fix	2026-02-20 13:35:39 +05:30
Naman Verma	a349b6935d	Merge branch 'main' into nv/6703	2026-02-20 13:33:04 +05:30
Naman Verma	5780fac789	Merge branch 'main' into nv/6703	2026-02-20 12:48:21 +05:30
Naman Verma	3450a98fdf	fix: open api spec generation	2026-02-20 12:47:11 +05:30
Naman Verma	4fa5c42a36	Merge branch 'main' into nv/6703	2026-02-20 11:26:51 +05:30
Naman Verma	3555a73ac0	fix: typo fix in test comment	2026-02-20 11:25:03 +05:30
Naman Verma	ed2d8d06cb	test: integration tests for count based aggregation	2026-02-20 11:23:52 +05:30
Naman Verma	203318a206	fix: fix query for greater than comparison	2026-02-20 11:22:28 +05:30
Naman Verma	67fbf5a548	chore: use comparison param directly in metric aggregation	2026-02-20 08:44:26 +05:30
Naman Verma	195dd36078	Merge branch 'main' into nv/6703	2026-02-20 08:18:55 +05:30
Naman Verma	2c12f0bd03	Merge branch 'main' into nv/6703	2026-02-19 18:26:38 +05:30
Naman Verma	fcbb1843d9	chore: check for le only based on metric type	2026-02-19 16:03:46 +05:30
Naman Verma	00dff5c930	chore: rename limit to threshold in ComparisonSpaceAggregationParam	2026-02-19 16:02:11 +05:30
Naman Verma	c7e5258329	Merge branch 'main' into nv/6703	2026-02-19 15:40:24 +05:30
Naman Verma	84a7be22f7	chore: generate new openapi spec	2026-02-19 11:24:00 +05:30
Naman Verma	c5923f942f	chore: fix typo in struct name	2026-02-19 11:23:38 +05:30
Naman Verma	f91eee7e50	feat: add support for count based aggregation in histogram metrics	2026-02-19 08:45:44 +05:30