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CloudWatch: Clean up code (#24666)

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Signed-off-by: Arve Knudsen <arve.knudsen@gmail.com>
pull/24793/head
Arve Knudsen 6 years ago committed by GitHub
parent 7b6deef46d
commit cc6df0ac6b
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GPG Key ID: 4AEE18F83AFDEB23
17 changed files with 432 additions and 442 deletions
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  1. 10
      pkg/tsdb/cloudwatch/annotation_query.go
  2. 20
      pkg/tsdb/cloudwatch/cloudwatch.go
  3. 1
      pkg/tsdb/cloudwatch/cloudwatch_query.go
  4. 24
      pkg/tsdb/cloudwatch/get_metric_data_executor_test.go
  5. 9
      pkg/tsdb/cloudwatch/log_actions.go
  6. 10
      pkg/tsdb/cloudwatch/log_actions_test.go
  7. 10
      pkg/tsdb/cloudwatch/log_query.go
  8. 25
      pkg/tsdb/cloudwatch/log_query_test.go
  9. 443
      pkg/tsdb/cloudwatch/metric_find_query.go
  10. 85
      pkg/tsdb/cloudwatch/metric_find_query_test.go
  11. 13
      pkg/tsdb/cloudwatch/query_transformer.go
  12. 17
      pkg/tsdb/cloudwatch/request_parser.go
  13. 12
      pkg/tsdb/cloudwatch/request_parser_test.go
  14. 41
      pkg/tsdb/cloudwatch/response_parser.go
  15. 129
      pkg/tsdb/cloudwatch/time_series_query.go
  16. 23
      pkg/tsdb/cloudwatch/time_series_query_test.go
  17. 2
      pkg/tsdb/cloudwatch/types.go

10
pkg/tsdb/cloudwatch/annotation_query.go
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@ -9,6 +9,7 @@ import (
"github.com/aws/aws-sdk-go/service/cloudwatch"
"github.com/grafana/grafana/pkg/components/simplejson"
"github.com/grafana/grafana/pkg/tsdb"
"github.com/grafana/grafana/pkg/util/errutil"
)
func (e *CloudWatchExecutor) executeAnnotationQuery(ctx context.Context, queryContext *tsdb.TsdbQuery) (*tsdb.Response, error) {
@ -49,12 +50,12 @@ func (e *CloudWatchExecutor) executeAnnotationQuery(ctx context.Context, queryCo
}
resp, err := svc.DescribeAlarms(params)
if err != nil {
return nil, errors.New("Failed to call cloudwatch:DescribeAlarms")
return nil, errutil.Wrap("failed to call cloudwatch:DescribeAlarms", err)
}
alarmNames = filterAlarms(resp, namespace, metricName, dimensions, statistics, period)
} else {
if region == "" || namespace == "" || metricName == "" || len(statistics) == 0 {
return result, errors.New("Invalid annotations query")
return result, errors.New("invalid annotations query")
}
var qd []*cloudwatch.Dimension
@ -80,7 +81,7 @@ func (e *CloudWatchExecutor) executeAnnotationQuery(ctx context.Context, queryCo
}
resp, err := svc.DescribeAlarmsForMetric(params)
if err != nil {
return nil, errors.New("Failed to call cloudwatch:DescribeAlarmsForMetric")
return nil, errutil.Wrap("failed to call cloudwatch:DescribeAlarmsForMetric", err)
}
for _, alarm := range resp.MetricAlarms {
alarmNames = append(alarmNames, alarm.AlarmName)
@ -107,7 +108,7 @@ func (e *CloudWatchExecutor) executeAnnotationQuery(ctx context.Context, queryCo
}
resp, err := svc.DescribeAlarmHistory(params)
if err != nil {
return nil, errors.New("Failed to call cloudwatch:DescribeAlarmHistory")
return nil, errutil.Wrap("failed to call cloudwatch:DescribeAlarmHistory", err)
}
for _, history := range resp.AlarmHistoryItems {
annotation := make(map[string]string)
@ -178,6 +179,7 @@ func filterAlarms(alarms *cloudwatch.DescribeAlarmsOutput, namespace string, met
for _, s := range statistics {
if *alarm.Statistic == s {
found = true
break
}
}
if !found {

20
pkg/tsdb/cloudwatch/cloudwatch.go
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@ -98,7 +98,6 @@ func (e *CloudWatchExecutor) alertQuery(ctx context.Context, logsClient *cloudwa
queryParams := queryContext.Queries[0].Model
startQueryOutput, err := e.executeStartQuery(ctx, logsClient, queryParams, queryContext.TimeRange)
if err != nil {
return nil, err
}
@ -128,7 +127,6 @@ func (e *CloudWatchExecutor) alertQuery(ctx context.Context, logsClient *cloudwa
}
func (e *CloudWatchExecutor) Query(ctx context.Context, dsInfo *models.DataSource, queryContext *tsdb.TsdbQuery) (*tsdb.Response, error) {
var result *tsdb.Response
e.DataSource = dsInfo
/*
@ -146,8 +144,9 @@ func (e *CloudWatchExecutor) Query(ctx context.Context, dsInfo *models.DataSourc
}
queryType := queryParams.Get("type").MustString("")
var err error
var err error
var result *tsdb.Response
switch queryType {
case "metricFindQuery":
result, err = e.executeMetricFindQuery(ctx, queryContext)
@ -187,7 +186,7 @@ func (e *CloudWatchExecutor) executeLogAlertQuery(ctx context.Context, queryCont
queryParams.Set("queryId", *result.QueryId)
// Get Query Results
// Get query results
getQueryResultsOutput, err := e.alertQuery(ctx, logsClient, queryContext)
if err != nil {
return nil, err
@ -204,14 +203,13 @@ func (e *CloudWatchExecutor) executeLogAlertQuery(ctx context.Context, queryCont
}
response := &tsdb.Response{
Results: make(map[string]*tsdb.QueryResult),
}
response.Results["A"] = &tsdb.QueryResult{
RefId: "A",
Dataframes: [][]byte{dataframeEnc},
Results: map[string]*tsdb.QueryResult{
"A": {
RefId: "A",
Dataframes: [][]byte{dataframeEnc},
},
},
}
return response, nil
}

1
pkg/tsdb/cloudwatch/cloudwatch_query.go
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@ -37,7 +37,6 @@ func (q *cloudWatchQuery) isInferredSearchExpression() bool {
if len(q.Dimensions) == 0 {
return !q.MatchExact
}
if !q.MatchExact {
return true
}

24
pkg/tsdb/cloudwatch/get_metric_data_executor_test.go
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@ -7,7 +7,8 @@ import (
"github.com/aws/aws-sdk-go/aws"
"github.com/aws/aws-sdk-go/aws/request"
"github.com/aws/aws-sdk-go/service/cloudwatch"
. "github.com/smartystreets/goconvey/convey"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
var counter = 1
@ -34,17 +35,12 @@ func (client *cloudWatchFakeClient) GetMetricDataWithContext(ctx aws.Context, in
}
func TestGetMetricDataExecutorTest(t *testing.T) {
Convey("TestGetMetricDataExecutorTest", t, func() {
Convey("pagination works", func() {
executor := &CloudWatchExecutor{}
inputs := &cloudwatch.GetMetricDataInput{MetricDataQueries: []*cloudwatch.MetricDataQuery{}}
res, err := executor.executeRequest(context.Background(), &cloudWatchFakeClient{}, inputs)
So(err, ShouldBeNil)
So(len(res), ShouldEqual, 2)
So(len(res[0].MetricDataResults[0].Values), ShouldEqual, 2)
So(*res[0].MetricDataResults[0].Values[1], ShouldEqual, 23.5)
So(*res[1].MetricDataResults[0].Values[0], ShouldEqual, 100)
})
})
executor := &CloudWatchExecutor{}
inputs := &cloudwatch.GetMetricDataInput{MetricDataQueries: []*cloudwatch.MetricDataQuery{}}
res, err := executor.executeRequest(context.Background(), &cloudWatchFakeClient{}, inputs)
require.NoError(t, err)
require.Len(t, res, 2)
require.Len(t, res[0].MetricDataResults[0].Values, 2)
assert.Equal(t, 23.5, *res[0].MetricDataResults[0].Values[1])
assert.Equal(t, 100.0, *res[1].MetricDataResults[0].Values[0])
}

9
pkg/tsdb/cloudwatch/log_actions.go
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@ -22,7 +22,6 @@ func (e *CloudWatchExecutor) executeLogActions(ctx context.Context, queryContext
for _, query := range queryContext.Queries {
query := query
eg.Go(func() error {
dataframe, err := e.executeLogAction(ectx, queryContext, query)
if err != nil {
@ -66,7 +65,6 @@ func (e *CloudWatchExecutor) executeLogActions(ctx context.Context, queryContext
return nil
})
}
if err := eg.Wait(); err != nil {
return nil, err
}
@ -76,7 +74,6 @@ func (e *CloudWatchExecutor) executeLogActions(ctx context.Context, queryContext
response := &tsdb.Response{
Results: make(map[string]*tsdb.QueryResult),
}
for result := range resultChan {
response.Results[result.RefId] = result
}
@ -189,9 +186,9 @@ func (e *CloudWatchExecutor) handleGetLogEvents(ctx context.Context, logsClient
func (e *CloudWatchExecutor) handleDescribeLogGroups(ctx context.Context, logsClient cloudwatchlogsiface.CloudWatchLogsAPI, parameters *simplejson.Json) (*data.Frame, error) {
logGroupNamePrefix := parameters.Get("logGroupNamePrefix").MustString("")
var response *cloudwatchlogs.DescribeLogGroupsOutput = nil
var err error
if len(logGroupNamePrefix) < 1 {
response, err = logsClient.DescribeLogGroupsWithContext(ctx, &cloudwatchlogs.DescribeLogGroupsInput{
Limit: aws.Int64(parameters.Get("limit").MustInt64(50)),
@ -202,7 +199,6 @@ func (e *CloudWatchExecutor) handleDescribeLogGroups(ctx context.Context, logsCl
LogGroupNamePrefix: aws.String(logGroupNamePrefix),
})
}
if err != nil || response == nil {
return nil, err
}
@ -230,7 +226,7 @@ func (e *CloudWatchExecutor) executeStartQuery(ctx context.Context, logsClient c
}
if !startTime.Before(endTime) {
return nil, fmt.Errorf("invalid time range: Start time must be before end time")
return nil, fmt.Errorf("invalid time range: start time must be before end time")
}
// The fields @log and @logStream are always included in the results of a user's query
@ -312,7 +308,6 @@ func (e *CloudWatchExecutor) handleGetQueryResults(ctx context.Context, logsClie
}
dataFrame, err := logsResultsToDataframes(getQueryResultsOutput)
if err != nil {
return nil, err
}

10
pkg/tsdb/cloudwatch/log_actions_test.go
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@ -13,6 +13,7 @@ import (
"github.com/grafana/grafana/pkg/tsdb"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
//***
@ -112,7 +113,7 @@ func TestExecuteStartQuery(t *testing.T) {
var expectedResponse *cloudwatchlogs.StartQueryOutput = nil
assert.Equal(t, expectedResponse, response)
assert.Equal(t, fmt.Errorf("invalid time range: Start time must be before end time"), err)
assert.Equal(t, fmt.Errorf("invalid time range: start time must be before end time"), err)
}
@ -187,8 +188,11 @@ func TestHandleGetQueryResults(t *testing.T) {
})
frame, err := executor.handleGetQueryResults(context.Background(), logsClient, params, "A")
timeA, _ := time.Parse("2006-01-02 15:04:05.000", "2020-03-20 10:37:23.000")
timeB, _ := time.Parse("2006-01-02 15:04:05.000", "2020-03-20 10:40:43.000")
require.NoError(t, err)
timeA, err := time.Parse("2006-01-02 15:04:05.000", "2020-03-20 10:37:23.000")
require.NoError(t, err)
timeB, err := time.Parse("2006-01-02 15:04:05.000", "2020-03-20 10:40:43.000")
require.NoError(t, err)
expectedTimeField := data.NewField("@timestamp", nil, []*time.Time{
aws.Time(timeA), aws.Time(timeB),
})

10
pkg/tsdb/cloudwatch/log_query.go
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@ -32,7 +32,7 @@ func logsResultsToDataframes(response *cloudwatchlogs.GetQueryResultsOutput) (*d
// Maintaining a list of field names in the order returned from CloudWatch
// as just iterating over fieldValues would not give a consistent order
fieldNames := make([]*string, 0)
fieldNames := make([]string, 0)
for i, row := range nonEmptyRows {
for _, resultField := range row {
@ -42,7 +42,7 @@ func logsResultsToDataframes(response *cloudwatchlogs.GetQueryResultsOutput) (*d
}
if _, exists := fieldValues[*resultField.Field]; !exists {
fieldNames = append(fieldNames, resultField.Field)
fieldNames = append(fieldNames, *resultField.Field)
// Check if field is time field
if _, err := time.Parse(cloudWatchTSFormat, *resultField.Value); err == nil {
@ -67,11 +67,11 @@ func logsResultsToDataframes(response *cloudwatchlogs.GetQueryResultsOutput) (*d
newFields := make([]*data.Field, 0)
for _, fieldName := range fieldNames {
newFields = append(newFields, data.NewField(*fieldName, nil, fieldValues[*fieldName]))
newFields = append(newFields, data.NewField(fieldName, nil, fieldValues[fieldName]))
if *fieldName == "@timestamp" {
if fieldName == "@timestamp" {
newFields[len(newFields)-1].SetConfig(&data.FieldConfig{Title: "Time"})
} else if *fieldName == logStreamIdentifierInternal || *fieldName == logIdentifierInternal {
} else if fieldName == logStreamIdentifierInternal || fieldName == logIdentifierInternal {
newFields[len(newFields)-1].SetConfig(
&data.FieldConfig{
Custom: map[string]interface{}{

25
pkg/tsdb/cloudwatch/log_query_test.go
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@ -9,6 +9,7 @@ import (
"github.com/grafana/grafana-plugin-sdk-go/data"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
//***
@ -126,10 +127,14 @@ func TestLogsResultsToDataframes(t *testing.T) {
},
}
dataframes, _ := logsResultsToDataframes(fakeCloudwatchResponse)
timeA, _ := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 15:04:05.000")
timeB, _ := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 16:04:05.000")
timeC, _ := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 17:04:05.000")
dataframes, err := logsResultsToDataframes(fakeCloudwatchResponse)
require.NoError(t, err)
timeA, err := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 15:04:05.000")
require.NoError(t, err)
timeB, err := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 16:04:05.000")
require.NoError(t, err)
timeC, err := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 17:04:05.000")
require.NoError(t, err)
timeVals := []*time.Time{
&timeA, &timeB, &timeC,
}
@ -232,9 +237,12 @@ func TestGroupKeyGeneration(t *testing.T) {
}
func TestGroupingResults(t *testing.T) {
timeA, _ := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 15:04:05.000")
timeB, _ := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 16:04:05.000")
timeC, _ := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 17:04:05.000")
timeA, err := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 15:04:05.000")
require.NoError(t, err)
timeB, err := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 16:04:05.000")
require.NoError(t, err)
timeC, err := time.Parse("2006-01-02 15:04:05.000", "2020-03-02 17:04:05.000")
require.NoError(t, err)
timeVals := []*time.Time{
&timeA, &timeA, &timeA, &timeB, &timeB, &timeB, &timeC, &timeC, &timeC,
}
@ -344,6 +352,7 @@ func TestGroupingResults(t *testing.T) {
},
}
groupedResults, _ := groupResults(fakeDataFrame, []string{"@log"})
groupedResults, err := groupResults(fakeDataFrame, []string{"@log"})
require.NoError(t, err)
assert.ElementsMatch(t, expectedGroupedFrames, groupedResults)
}

443
pkg/tsdb/cloudwatch/metric_find_query.go
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@ -21,9 +21,6 @@ import (
"github.com/grafana/grafana/pkg/tsdb"
)
var metricsMap map[string][]string
var dimensionsMap map[string][]string
type suggestData struct {
Text string
Value string
@ -34,197 +31,189 @@ type CustomMetricsCache struct {
Cache []string
}
var customMetricsMetricsMap map[string]map[string]map[string]*CustomMetricsCache
var customMetricsDimensionsMap map[string]map[string]map[string]*CustomMetricsCache
var regionCache sync.Map
var customMetricsMetricsMap = make(map[string]map[string]map[string]*CustomMetricsCache)
var customMetricsDimensionsMap = make(map[string]map[string]map[string]*CustomMetricsCache)
var metricsMap = map[string][]string{
"AWS/ACMPrivateCA": {"CRLGenerated", "Failure", "MisconfiguredCRLBucket", "Success", "Time"},
"AWS/AmazonMQ": {"ConsumerCount", "CpuCreditBalance", "CpuUtilization", "CurrentConnectionsCount", "DequeueCount", "DispatchCount", "EnqueueCount", "EnqueueTime", "ExpiredCount", "HeapUsage", "InflightCount", "JournalFilesForFastRecovery", "JournalFilesForFullRecovery", "MemoryUsage", "NetworkIn", "NetworkOut", "OpenTransactionsCount", "ProducerCount", "QueueSize", "StorePercentUsage", "TotalConsumerCount", "TotalMessageCount", "TotalProducerCount"},
"AWS/ApiGateway": {"4XXError", "5XXError", "CacheHitCount", "CacheMissCount", "Count", "IntegrationLatency", "Latency"},
"AWS/AppStream": {"ActualCapacity", "AvailableCapacity", "CapacityUtilization", "DesiredCapacity", "InUseCapacity", "InsufficientCapacityError", "PendingCapacity", "RunningCapacity"},
"AWS/AppSync": {"4XXError", "5XXError", "Latency"},
"AWS/ApplicationELB": {"ActiveConnectionCount", "ClientTLSNegotiationErrorCount", "ConsumedLCUs", "ELBAuthError", "ELBAuthFailure", "ELBAuthLatency", "ELBAuthRefreshTokenSuccess", "ELBAuthSuccess", "ELBAuthUserClaimsSizeExceeded", "HTTPCode_ELB_3XX_Count", "HTTPCode_ELB_4XX_Count", "HTTPCode_ELB_5XX_Count", "HTTPCode_Target_2XX_Count", "HTTPCode_Target_3XX_Count", "HTTPCode_Target_4XX_Count", "HTTPCode_Target_5XX_Count", "HTTP_Fixed_Response_Count", "HTTP_Redirect_Count", "HTTP_Redirect_Url_Limit_Exceeded_Count", "HealthyHostCount", "IPv6ProcessedBytes", "IPv6RequestCount", "LambdaInternalError", "LambdaTargetProcessedBytes", "LambdaUserError", "NewConnectionCount", "NonStickyRequestCount", "ProcessedBytes", "RejectedConnectionCount", "RequestCount", "RequestCountPerTarget", "RuleEvaluations", "StandardProcessedBytes", "TargetConnectionErrorCount", "TargetResponseTime", "TargetTLSNegotiationErrorCount", "UnHealthyHostCount"},
"AWS/Athena": {"DataScannedInBytes", "EngineExecutionTime", "QueryPlanningTime", "QueryQueueTime", "QueryState", "QueryType", "ServiceProcessingTime", "TotalExecutionTime", "WorkGroup"},
"AWS/AutoScaling": {"GroupDesiredCapacity", "GroupInServiceInstances", "GroupMaxSize", "GroupMinSize", "GroupPendingInstances", "GroupStandbyInstances", "GroupTerminatingInstances", "GroupTotalInstances"},
"AWS/Billing": {"EstimatedCharges"},
"AWS/Chatbot": {"EventsThrottled", "EventsProcessed", "MessageDeliverySuccess", "MessageDeliveryFailure", "UnsupportedEvents"},
"AWS/CloudFront": {"4xxErrorRate", "5xxErrorRate", "BytesDownloaded", "BytesUploaded", "Requests", "TotalErrorRate"},
"AWS/CloudHSM": {"HsmKeysSessionOccupied", "HsmKeysTokenOccupied", "HsmSessionCount", "HsmSslCtxsOccupied", "HsmTemperature", "HsmUnhealthy", "HsmUsersAvailable", "HsmUsersMax", "InterfaceEth2OctetsInput", "InterfaceEth2OctetsOutput"},
"AWS/CloudSearch": {"IndexUtilization", "Partitions", "SearchableDocuments", "SuccessfulRequests"},
"AWS/CodeBuild": {"BuildDuration", "Builds", "DownloadSourceDuration", "Duration", "FailedBuilds", "FinalizingDuration", "InstallDuration", "PostBuildDuration", "PreBuildDuration", "ProvisioningDuration", "QueuedDuration", "SubmittedDuration", "SucceededBuilds", "UploadArtifactsDuration"},
"AWS/Cognito": {"AccountTakeOverRisk", "CompromisedCredentialsRisk", "NoRisk", "OverrideBlock", "Risk"},
"AWS/Connect": {"CallBackNotDialableNumber", "CallRecordingUploadError", "CallsBreachingConcurrencyQuota", "CallsPerInterval", "ConcurrentCalls", "ConcurrentCallsPercentage", "ContactFlowErrors", "ContactFlowFatalErrors", "LongestQueueWaitTime", "MisconfiguredPhoneNumbers", "MissedCalls", "PublicSigningKeyUsage", "QueueCapacityExceededError", "QueueSize", "ThrottledCalls", "ToInstancePacketLossRate"},
"AWS/DDoSProtection": {"AllowedRequests", "BlockedRequests", "CountedRequests", "DDoSAttackBitsPerSecond", "DDoSAttackPacketsPerSecond", "DDoSAttackRequestsPerSecond", "DDoSDetected", "PassedRequests"},
"AWS/DMS": {"CDCChangesDiskSource", "CDCChangesDiskTarget", "CDCChangesMemorySource", "CDCChangesMemoryTarget", "CDCIncomingChanges", "CDCLatencySource", "CDCLatencyTarget", "CDCThroughputBandwidthSource", "CDCThroughputBandwidthTarget", "CDCThroughputRowsSource", "CDCThroughputRowsTarget", "CPUUtilization", "FreeStorageSpace", "FreeableMemory", "FullLoadThroughputBandwidthSource", "FullLoadThroughputBandwidthTarget", "FullLoadThroughputRowsSource", "FullLoadThroughputRowsTarget", "NetworkReceiveThroughput", "NetworkTransmitThroughput", "ReadIOPS", "ReadLatency", "ReadThroughput", "SwapUsage", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/DocDB": {"BackupRetentionPeriodStorageUsed", "BufferCacheHitRatio", "ChangeStreamLogSize", "CPUUtilization", "DatabaseConnections", "DBInstanceReplicaLag", "DBClusterReplicaLagMaximum", "DBClusterReplicaLagMinimum", "DiskQueueDepth", "EngineUptime", "FreeableMemory", "FreeLocalStorage", "NetworkReceiveThroughput", "NetworkThroughput", "NetworkTransmitThroughput", "ReadIOPS", "ReadLatency", "ReadThroughput", "SnapshotStorageUsed", "SwapUsage", "TotalBackupStorageBilled", "VolumeBytesUsed", "VolumeReadIOPs", "VolumeWriteIOPs", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/DX": {"ConnectionBpsEgress", "ConnectionBpsIngress", "ConnectionCRCErrorCount", "ConnectionLightLevelRx", "ConnectionLightLevelTx", "ConnectionPpsEgress", "ConnectionPpsIngress", "ConnectionState"},
"AWS/DAX": {"CPUUtilization", "NetworkPacketsIn", "NetworkPacketsOut", "GetItemRequestCount", "BatchGetItemRequestCount", "BatchWriteItemRequestCount", "DeleteItemRequestCount", "PutItemRequestCount", "UpdateItemRequestCount", "TransactWriteItemsCount", "TransactGetItemsCount", "ItemCacheHits", "ItemCacheMisses", "QueryCacheHits", "QueryCacheMisses", "ScanCacheHits", "ScanCacheMisses", "TotalRequestCount", "ErrorRequestCount", "FaultRequestCount", "FailedRequestCount", "QueryRequestCount", "ScanRequestCount", "ClientConnections", "EstimatedDbSize", "EvictedSize"},
"AWS/DynamoDB": {"ConditionalCheckFailedRequests", "ConsumedReadCapacityUnits", "ConsumedWriteCapacityUnits", "OnlineIndexConsumedWriteCapacity", "OnlineIndexPercentageProgress", "OnlineIndexThrottleEvents", "PendingReplicationCount", "ProvisionedReadCapacityUnits", "ProvisionedWriteCapacityUnits", "ReadThrottleEvents", "ReplicationLatency", "ReturnedBytes", "ReturnedItemCount", "ReturnedRecordsCount", "SuccessfulRequestLatency", "SystemErrors", "ThrottledRequests", "TimeToLiveDeletedItemCount", "UserErrors", "WriteThrottleEvents"},
"AWS/EBS": {"BurstBalance", "VolumeConsumedReadWriteOps", "VolumeIdleTime", "VolumeQueueLength", "VolumeReadBytes", "VolumeReadOps", "VolumeThroughputPercentage", "VolumeTotalReadTime", "VolumeTotalWriteTime", "VolumeWriteBytes", "VolumeWriteOps"},
"AWS/EC2": {"CPUCreditBalance", "CPUCreditUsage", "CPUSurplusCreditBalance", "CPUSurplusCreditsCharged", "CPUUtilization", "DiskReadBytes", "DiskReadOps", "DiskWriteBytes", "DiskWriteOps", "EBSByteBalance%", "EBSIOBalance%", "EBSReadBytes", "EBSReadOps", "EBSWriteBytes", "EBSWriteOps", "NetworkIn", "NetworkOut", "NetworkPacketsIn", "NetworkPacketsOut", "StatusCheckFailed", "StatusCheckFailed_Instance", "StatusCheckFailed_System"},
"AWS/EC2/API": {"ClientErrors", "RequestLimitExceeded", "ServerErrors", "SuccessfulCalls"},
"AWS/EC2Spot": {"AvailableInstancePoolsCount", "BidsSubmittedForCapacity", "EligibleInstancePoolCount", "FulfilledCapacity", "MaxPercentCapacityAllocation", "PendingCapacity", "PercentCapacityAllocation", "TargetCapacity", "TerminatingCapacity"},
"AWS/ECS": {"CPUReservation", "CPUUtilization", "GPUReservation", "MemoryReservation", "MemoryUtilization"},
"AWS/EFS": {"BurstCreditBalance", "ClientConnections", "DataReadIOBytes", "DataWriteIOBytes", "MetadataIOBytes", "PercentIOLimit", "PermittedThroughput", "TotalIOBytes"},
"AWS/ELB": {"BackendConnectionErrors", "EstimatedALBActiveConnectionCount", "EstimatedALBConsumedLCUs", "EstimatedALBNewConnectionCount", "EstimatedProcessedBytes", "HTTPCode_Backend_2XX", "HTTPCode_Backend_3XX", "HTTPCode_Backend_4XX", "HTTPCode_Backend_5XX", "HTTPCode_ELB_4XX", "HTTPCode_ELB_5XX", "HealthyHostCount", "Latency", "RequestCount", "SpilloverCount", "SurgeQueueLength", "UnHealthyHostCount"},
"AWS/ES": {"AutomatedSnapshotFailure", "CPUCreditBalance", "CPUUtilization", "ClusterIndexWritesBlocked", "ClusterStatus.green", "ClusterStatus.red", "ClusterStatus.yellow", "ClusterUsedSpace", "DeletedDocuments", "DiskQueueDepth", "ElasticsearchRequests", "FreeStorageSpace", "IndexingLatency", "IndexingRate", "InvalidHostHeaderRequests", "JVMGCOldCollectionCount", "JVMGCOldCollectionTime", "JVMGCYoungCollectionCount", "JVMGCYoungCollectionTime", "JVMMemoryPressure", "KMSKeyError", "KMSKeyInaccessible", "KibanaHealthyNodes", "MasterCPUCreditBalance", "MasterCPUUtilization", "MasterFreeStorageSpace", "MasterJVMMemoryPressure", "MasterReachableFromNode", "Nodes", "ReadIOPS", "ReadLatency", "ReadThroughput", "RequestCount", "SearchLatency", "SearchRate", "SearchableDocuments", "SysMemoryUtilization", "ThreadpoolBulkQueue", "ThreadpoolBulkRejected", "ThreadpoolBulkThreads", "ThreadpoolForce_mergeQueue", "ThreadpoolForce_mergeRejected", "ThreadpoolForce_mergeThreads", "ThreadpoolIndexQueue", "ThreadpoolIndexRejected", "ThreadpoolIndexThreads", "ThreadpoolSearchQueue", "ThreadpoolSearchRejected", "ThreadpoolSearchThreads", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/ElastiCache": {"ActiveDefragHits", "BytesReadIntoMemcached", "BytesUsedForCache", "BytesUsedForCacheItems", "BytesUsedForHash", "BytesWrittenOutFromMemcached", "CPUUtilization", "CacheHits", "CacheMisses", "CasBadval", "CasHits", "CasMisses", "CmdConfigGet", "CmdConfigSet", "CmdFlush", "CmdGet", "CmdSet", "CmdTouch", "CurrConfig", "CurrConnections", "CurrItems", "DecrHits", "DecrMisses", "DeleteHits", "DeleteMisses", "EngineCPUUtilization", "EvictedUnfetched", "Evictions", "ExpiredUnfetched", "FreeableMemory", "GetHits", "GetMisses", "GetTypeCmds", "HashBasedCmds", "HyperLogLogBasedCmds", "IncrHits", "IncrMisses", "KeyBasedCmds", "ListBasedCmds", "NetworkBytesIn", "NetworkBytesOut", "NewConnections", "NewItems", "Reclaimed", "ReplicationBytes", "ReplicationLag", "SaveInProgress", "SetBasedCmds", "SetTypeCmds", "SlabsMoved", "SortedSetBasedCmds", "StringBasedCmds", "SwapUsage", "TouchHits", "TouchMisses", "UnusedMemory"},
"AWS/ElasticBeanstalk": {"ApplicationLatencyP10", "ApplicationLatencyP50", "ApplicationLatencyP75", "ApplicationLatencyP85", "ApplicationLatencyP90", "ApplicationLatencyP95", "ApplicationLatencyP99", "ApplicationLatencyP99.9", "ApplicationRequests2xx", "ApplicationRequests3xx", "ApplicationRequests4xx", "ApplicationRequests5xx", "ApplicationRequestsTotal", "CPUIdle", "CPUIowait", "CPUIrq", "CPUNice", "CPUSoftirq", "CPUSystem", "CPUUser", "EnvironmentHealth", "InstanceHealth", "InstancesDegraded", "InstancesInfo", "InstancesNoData", "InstancesOk", "InstancesPending", "InstancesSevere", "InstancesUnknown", "InstancesWarning", "LoadAverage1min", "LoadAverage5min", "RootFilesystemUtil"},
"AWS/ElasticInference": {"AcceleratorHealthCheckFailed", "AcceleratorMemoryUsage", "ConnectivityCheckFailed"},
"AWS/ElasticMapReduce": {"AppsCompleted", "AppsFailed", "AppsKilled", "AppsPending", "AppsRunning", "AppsSubmitted", "BackupFailed", "CapacityRemainingGB", "Cluster Status", "ContainerAllocated", "ContainerPending", "ContainerPendingRatio", "ContainerReserved", "CoreNodesPending", "CoreNodesRunning", "CorruptBlocks", "DfsPendingReplicationBlocks", "HBase", "HDFSBytesRead", "HDFSBytesWritten", "HDFSUtilization", "HbaseBackupFailed", "IO", "IsIdle", "JobsFailed", "JobsRunning", "LiveDataNodes", "LiveTaskTrackers", "MRActiveNodes", "MRDecommissionedNodes", "MRLostNodes", "MRRebootedNodes", "MRTotalNodes", "MRUnhealthyNodes", "Map/Reduce", "MapSlotsOpen", "MapTasksRemaining", "MapTasksRunning", "MemoryAllocatedMB", "MemoryAvailableMB", "MemoryReservedMB", "MemoryTotalMB", "MissingBlocks", "MostRecentBackupDuration", "Node Status", "PendingDeletionBlocks", "ReduceSlotsOpen", "ReduceTasksRemaining", "ReduceTasksRunning", "RemainingMapTasksPerSlot", "S3BytesRead", "S3BytesWritten", "TaskNodesPending", "TaskNodesRunning", "TimeSinceLastSuccessfulBackup", "TotalLoad", "UnderReplicatedBlocks", "YARNMemoryAvailablePercentage"},
"AWS/ElasticTranscoder": {"Billed Audio Output", "Billed HD Output", "Billed SD Output", "Errors", "Jobs Completed", "Jobs Errored", "Outputs per Job", "Standby Time", "Throttles"},
"AWS/Events": {"DeadLetterInvocations", "FailedInvocations", "Invocations", "MatchedEvents", "ThrottledRules", "TriggeredRules"},
"AWS/FSx": {"DataReadBytes", "DataReadOperations", "DataWriteBytes", "DataWriteOperations", "FreeDataStorageCapacity", "MetadataOperations"},
"AWS/Firehose": {"BackupToS3.Bytes", "BackupToS3.DataFreshness", "BackupToS3.Records", "BackupToS3.Success", "DataReadFromKinesisStream.Bytes", "DataReadFromKinesisStream.Records", "DeliveryToElasticsearch.Bytes", "DeliveryToElasticsearch.Records", "DeliveryToElasticsearch.Success", "DeliveryToRedshift.Bytes", "DeliveryToRedshift.Records", "DeliveryToRedshift.Success", "DeliveryToS3.Bytes", "DeliveryToS3.DataFreshness", "DeliveryToS3.Records", "DeliveryToS3.Success", "DeliveryToSplunk.Bytes", "DeliveryToSplunk.DataFreshness", "DeliveryToSplunk.Records", "DeliveryToSplunk.Success", "DescribeDeliveryStream.Latency", "DescribeDeliveryStream.Requests", "ExecuteProcessing.Duration", "ExecuteProcessing.Success", "FailedConversion.Bytes", "FailedConversion.Records", "IncomingBytes", "IncomingRecords", "KinesisMillisBehindLatest", "ListDeliveryStreams.Latency", "ListDeliveryStreams.Requests", "PutRecord.Bytes", "PutRecord.Latency", "PutRecord.Requests", "PutRecordBatch.Bytes", "PutRecordBatch.Latency", "PutRecordBatch.Records", "PutRecordBatch.Requests", "SucceedConversion.Bytes", "SucceedConversion.Records", "SucceedProcessing.Bytes", "SucceedProcessing.Records", "ThrottledDescribeStream", "ThrottledGetRecords", "ThrottledGetShardIterator", "UpdateDeliveryStream.Latency", "UpdateDeliveryStream.Requests"},
"AWS/GameLift": {"ActivatingGameSessions", "ActiveGameSessions", "ActiveInstances", "ActiveServerProcesses", "AvailableGameSessions", "AverageWaitTime", "CurrentPlayerSessions", "CurrentTickets", "DesiredInstances", "FirstChoiceNotViable", "FirstChoiceOutOfCapacity", "GameSessionInterruptions", "HealthyServerProcesses", "IdleInstances", "InstanceInterruptions", "LowestLatencyPlacement", "LowestPricePlacement", "MatchAcceptancesTimedOut", "MatchesAccepted", "MatchesCreated", "MatchesPlaced", "MatchesRejected", "MaxInstances", "MinInstances", "PercentAvailableGameSessions", "PercentHealthyServerProcesses", "PercentIdleInstances", "Placement", "PlacementsCanceled", "PlacementsFailed", "PlacementsStarted", "PlacementsSucceeded", "PlacementsTimedOut", "PlayerSessionActivations", "PlayersStarted", "QueueDepth", "RuleEvaluationsFailed", "RuleEvaluationsPassed", "ServerProcessAbnormalTerminations", "ServerProcessActivations", "ServerProcessTerminations", "TicketsFailed", "TicketsStarted", "TicketsTimedOut", "TimeToMatch", "TimeToTicketSuccess"},
"AWS/Glue": {"glue.driver.BlockManager.disk.diskSpaceUsed_MB", "glue.driver.ExecutorAllocationManager.executors.numberAllExecutors", "glue.driver.ExecutorAllocationManager.executors.numberMaxNeededExecutors", "glue.driver.aggregate.bytesRead", "glue.driver.aggregate.elapsedTime", "glue.driver.aggregate.numCompletedStages", "glue.driver.aggregate.numCompletedTasks", "glue.driver.aggregate.numFailedTasks", "glue.driver.aggregate.numKilledTasks", "glue.driver.aggregate.recordsRead", "glue.driver.aggregate.shuffleBytesWritten", "glue.driver.aggregate.shuffleLocalBytesRead", "glue.driver.jvm.heap.usage glue.executorId.jvm.heap.usage glue.ALL.jvm.heap.usage", "glue.driver.jvm.heap.used glue.executorId.jvm.heap.used glue.ALL.jvm.heap.used", "glue.driver.s3.filesystem.read_bytes glue.executorId.s3.filesystem.read_bytes glue.ALL.s3.filesystem.read_bytes", "glue.driver.s3.filesystem.write_bytes glue.executorId.s3.filesystem.write_bytes glue.ALL.s3.filesystem.write_bytes", "glue.driver.system.cpuSystemLoad glue.executorId.system.cpuSystemLoad glue.ALL.system.cpuSystemLoad"},
"AWS/Inspector": {"TotalAssessmentRunFindings", "TotalAssessmentRuns", "TotalHealthyAgents", "TotalMatchingAgents"},
"AWS/IoT": {"CanceledJobExecutionCount", "CanceledJobExecutionTotalCount", "ClientError", "Connect.AuthError", "Connect.ClientError", "Connect.ServerError", "Connect.Success", "Connect.Throttle", "DeleteThingShadow.Accepted", "FailedJobExecutionCount", "FailedJobExecutionTotalCount", "Failure", "GetThingShadow.Accepted", "InProgressJobExecutionCount", "InProgressJobExecutionTotalCount", "NonCompliantResources", "NumLogBatchesFailedToPublishThrottled", "NumLogEventsFailedToPublishThrottled", "ParseError", "Ping.Success", "PublishIn.AuthError", "PublishIn.ClientError", "PublishIn.ServerError", "PublishIn.Success", "PublishIn.Throttle", "PublishOut.AuthError", "PublishOut.ClientError", "PublishOut.Success", "QueuedJobExecutionCount", "QueuedJobExecutionTotalCount", "RejectedJobExecutionCount", "RejectedJobExecutionTotalCount", "RemovedJobExecutionCount", "RemovedJobExecutionTotalCount", "ResourcesEvaluated", "RuleMessageThrottled", "RuleNotFound", "RulesExecuted", "ServerError", "Subscribe.AuthError", "Subscribe.ClientError", "Subscribe.ServerError", "Subscribe.Success", "Subscribe.Throttle", "SuccededJobExecutionCount", "SuccededJobExecutionTotalCount", "Success", "TopicMatch", "Unsubscribe.ClientError", "Unsubscribe.ServerError", "Unsubscribe.Success", "Unsubscribe.Throttle", "UpdateThingShadow.Accepted", "Violations", "ViolationsCleared", "ViolationsInvalidated"},
"AWS/IoTAnalytics": {"ActionExecution", "ActivityExecutionError", "IncomingMessages"},
"AWS/KMS": {"SecondsUntilKeyMaterialExpiration"},
"AWS/Kafka": {"ActiveControllerCount", "BytesInPerSec", "BytesOutPerSec", "CpuIdle", "CpuSystem", "CpuUser", "FetchConsumerLocalTimeMsMean", "FetchConsumerRequestQueueTimeMsMean", "FetchConsumerResponseQueueTimeMsMean", "FetchConsumerResponseSendTimeMsMean", "FetchConsumerTotalTimeMsMean", "FetchFollowerLocalTimeMsMean", "FetchFollowerRequestQueueTimeMsMean", "FetchFollowerResponseQueueTimeMsMean", "FetchFollowerResponseSendTimeMsMean", "FetchFollowerTotalTimeMsMean", "FetchMessageConversionsPerSec", "FetchThrottleByteRate", "FetchThrottleQueueSize", "FetchThrottleTime", "GlobalPartitionCount", "GlobalTopicCount", "KafkaAppLogsDiskUsed", "KafkaDataLogsDiskUsed", "LeaderCount", "MemoryBuffered", "MemoryCached", "MemoryFree", "MemoryUsed", "MessagesInPerSec", "NetworkProcessorAvgIdlePercent", "NetworkRxDropped", "NetworkRxErrors", "NetworkRxPackets", "NetworkTxDropped", "NetworkTxErrors", "NetworkTxPackets", "OfflinePartitionsCount", "PartitionCount", "ProduceLocalTimeMsMean", "ProduceMessageConversionsPerSec", "ProduceMessageConversionsTimeMsMean", "ProduceRequestQueueTimeMsMean", "ProduceResponseQueueTimeMsMean", "ProduceResponseSendTimeMsMean", "ProduceThrottleByteRate", "ProduceThrottleQueueSize", "ProduceThrottleTime", "ProduceTotalTimeMsMean", "RequestBytesMean", "RequestExemptFromThrottleTime", "RequestHandlerAvgIdlePercent", "RequestThrottleQueueSize", "RequestThrottleTime", "RequestTime", "RootDiskUsed", "SwapFree", "SwapUsed", "UnderMinIsrPartitionCount", "UnderReplicatedPartitions", "ZooKeeperRequestLatencyMsMean", "ZooKeeperSessionState"},
"AWS/Kinesis": {"GetRecords.Bytes", "GetRecords.IteratorAge", "GetRecords.IteratorAgeMilliseconds", "GetRecords.Latency", "GetRecords.Records", "GetRecords.Success", "IncomingBytes", "IncomingRecords", "IteratorAgeMilliseconds", "OutgoingBytes", "OutgoingRecords", "PutRecord.Bytes", "PutRecord.Latency", "PutRecord.Success", "PutRecords.Bytes", "PutRecords.Latency", "PutRecords.Records", "PutRecords.Success", "ReadProvisionedThroughputExceeded", "SubscribeToShard.RateExceeded", "SubscribeToShard.Success", "SubscribeToShardEvent.Bytes", "SubscribeToShardEvent.MillisBehindLatest", "SubscribeToShardEvent.Records", "SubscribeToShardEvent.Success", "WriteProvisionedThroughputExceeded"},
"AWS/KinesisAnalytics": {"Bytes", "InputProcessing.DroppedRecords", "InputProcessing.Duration", "InputProcessing.OkBytes", "InputProcessing.OkRecords", "InputProcessing.ProcessingFailedRecords", "InputProcessing.Success", "KPUs", "LambdaDelivery.DeliveryFailedRecords", "LambdaDelivery.Duration", "LambdaDelivery.OkRecords", "MillisBehindLatest", "Records", "Success"},
"AWS/KinesisVideo": {"GetHLSMasterPlaylist.Latency", "GetHLSMasterPlaylist.Requests", "GetHLSMasterPlaylist.Success", "GetHLSMediaPlaylist.Latency", "GetHLSMediaPlaylist.Requests", "GetHLSMediaPlaylist.Success", "GetHLSStreamingSessionURL.Latency", "GetHLSStreamingSessionURL.Requests", "GetHLSStreamingSessionURL.Success", "GetMP4InitFragment.Latency", "GetMP4InitFragment.Requests", "GetMP4InitFragment.Success", "GetMP4MediaFragment.Latency", "GetMP4MediaFragment.OutgoingBytes", "GetMP4MediaFragment.Requests", "GetMP4MediaFragment.Success", "GetMedia.ConnectionErrors", "GetMedia.MillisBehindNow", "GetMedia.OutgoingBytes", "GetMedia.OutgoingFragments", "GetMedia.OutgoingFrames", "GetMedia.Requests", "GetMedia.Success", "GetMediaForFragmentList.OutgoingBytes", "GetMediaForFragmentList.OutgoingFragments", "GetMediaForFragmentList.OutgoingFrames", "GetMediaForFragmentList.Requests", "GetMediaForFragmentList.Success", "GetTSFragment.Latency", "GetTSFragment.OutgoingBytes", "GetTSFragment.Requests", "GetTSFragment.Success", "ListFragments.Latency", "PutMedia.ActiveConnections", "PutMedia.BufferingAckLatency", "PutMedia.ConnectionErrors", "PutMedia.ErrorAckCount", "PutMedia.FragmentIngestionLatency", "PutMedia.FragmentPersistLatency", "PutMedia.IncomingBytes", "PutMedia.IncomingFragments", "PutMedia.IncomingFrames", "PutMedia.Latency", "PutMedia.PersistedAckLatency", "PutMedia.ReceivedAckLatency", "PutMedia.Requests", "PutMedia.Success"},
"AWS/Lambda": {"ConcurrentExecutions", "DeadLetterErrors", "Duration", "Errors", "Invocations", "IteratorAge", "Throttles", "UnreservedConcurrentExecutions"},
"AWS/Lex": {"BotChannelAuthErrors", "BotChannelConfigurationErrors", "BotChannelInboundThrottledEvents", "BotChannelOutboundThrottledEvents", "BotChannelRequestCount", "BotChannelResponseCardErrors", "BotChannelSystemErrors", "MissedUtteranceCount", "RuntimeInvalidLambdaResponses", "RuntimeLambdaErrors", "RuntimePollyErrors", "RuntimeRequestCount", "RuntimeSucessfulRequestLatency", "RuntimeSystemErrors", "RuntimeThrottledEvents", "RuntimeUserErrors"},
"AWS/Logs": {"DeliveryErrors", "DeliveryThrottling", "ForwardedBytes", "ForwardedLogEvents", "IncomingBytes", "IncomingLogEvents"},
"AWS/ML": {"PredictCount", "PredictFailureCount"},
"AWS/MediaConnect": {"ARQRecovered", "ARQRequests", "CATError", "CRCError", "ConnectedOutputs", "ContinuityCounter", "FECPackets", "FECRecovered", "NotRecoveredPackets", "OverflowPackets", "PATError", "PCRAccuracyError", "PCRError", "PIDError", "PMTError", "PTSError", "PacketLossPercent", "RecoveredPackets", "RoundTripTime", "SourceBitRate", "TSByteError", "TSSyncLoss", "TransportError"},
"AWS/MediaConvert": {"AudioOutputSeconds", "Errors", "HDOutputSeconds", "JobsCompletedCount", "JobsErroredCount", "SDOutputSeconds", "StandbyTime", "TranscodingTime", "UHDOutputSeconds"},
"AWS/MediaPackage": {"ActiveInput", "EgressBytes", "EgressRequestCount", "EgressResponseTime", "IngressBytes", "IngressResponseTime"},
"AWS/MediaTailor": {"AdDecisionServer.Ads", "AdDecisionServer.Duration", "AdDecisionServer.Errors", "AdDecisionServer.FillRate", "AdDecisionServer.Timeouts", "AdNotReady", "Avails.Duration", "Avails.FillRate", "Avails.FilledDuration", "GetManifest.Errors", "Origin.Errors", "Origin.Timeouts"},
"AWS/NATGateway": {"ActiveConnectionCount", "BytesInFromDestination", "BytesInFromSource", "BytesOutToDestination", "BytesOutToSource", "ConnectionAttemptCount", "ConnectionEstablishedCount", "ErrorPortAllocation", "IdleTimeoutCount", "PacketsDropCount", "PacketsInFromDestination", "PacketsInFromSource", "PacketsOutToDestination", "PacketsOutToSource"},
"AWS/Neptune": {"CPUUtilization", "ClusterReplicaLag", "ClusterReplicaLagMaximum", "ClusterReplicaLagMinimum", "EngineUptime", "FreeLocalStorage", "FreeableMemory", "GremlinErrors", "GremlinHttp1xx", "GremlinHttp2xx", "GremlinHttp4xx", "GremlinHttp5xx", "GremlinRequests", "GremlinRequestsPerSec", "GremlinWebSocketAvailableConnections", "GremlinWebSocketClientErrors", "GremlinWebSocketServerErrors", "GremlinWebSocketSuccess", "Http100", "Http101", "Http1xx", "Http200", "Http2xx", "Http400", "Http403", "Http405", "Http413", "Http429", "Http4xx", "Http500", "Http501", "Http5xx", "LoaderErrors", "LoaderRequests", "NetworkReceiveThroughput", "NetworkThroughput", "NetworkTransmitThroughput", "SparqlErrors", "SparqlHttp1xx", "SparqlHttp2xx", "SparqlHttp4xx", "SparqlHttp5xx", "SparqlRequests", "SparqlRequestsPerSec", "StatusErrors", "StatusRequests", "VolumeBytesUsed", "VolumeReadIOPs", "VolumeWriteIOPs"},
"AWS/NetworkELB": {"ActiveFlowCount", "ActiveFlowCount_TLS", "ClientTLSNegotiationErrorCount", "ConsumedLCUs", "HealthyHostCount", "NewFlowCount", "NewFlowCount_TLS", "ProcessedBytes", "ProcessedBytes_TLS", "TCP_Client_Reset_Count", "TCP_ELB_Reset_Count", "TCP_Target_Reset_Count", "TargetTLSNegotiationErrorCount", "UnHealthyHostCount"},
"AWS/OpsWorks": {"cpu_idle", "cpu_nice", "cpu_steal", "cpu_system", "cpu_user", "cpu_waitio", "load_1", "load_15", "load_5", "memory_buffers", "memory_cached", "memory_free", "memory_swap", "memory_total", "memory_used", "procs"},
"AWS/Polly": {"2XXCount", "4XXCount", "5XXCount", "RequestCharacters", "ResponseLatency"},
"AWS/RDS": {"ActiveTransactions", "AuroraBinlogReplicaLag", "AuroraGlobalDBDataTransferBytes", "AuroraGlobalDBReplicatedWriteIO", "AuroraGlobalDBReplicationLag", "AuroraReplicaLag", "AuroraReplicaLagMaximum", "AuroraReplicaLagMinimum", "BacktrackChangeRecordsCreationRate", "BacktrackChangeRecordsStored", "BacktrackWindowActual", "BacktrackWindowAlert", "BackupRetentionPeriodStorageUsed", "BinLogDiskUsage", "BlockedTransactions", "BufferCacheHitRatio", "BurstBalance", "CPUCreditBalance", "CPUCreditUsage", "CPUUtilization", "CommitLatency", "CommitThroughput", "DDLLatency", "DDLThroughput", "DMLLatency", "DMLThroughput", "DatabaseConnections", "Deadlocks", "DeleteLatency", "DeleteThroughput", "DiskQueueDepth", "EngineUptime", "FailedSQLServerAgentJobsCount", "FreeLocalStorage", "FreeStorageSpace", "FreeableMemory", "InsertLatency", "InsertThroughput", "LoginFailures", "MaximumUsedTransactionIDs", "NetworkReceiveThroughput", "NetworkThroughput", "NetworkTransmitThroughput", "OldestReplicationSlotLag", "Queries", "RDSToAuroraPostgreSQLReplicaLag", "ReadIOPS", "ReadLatency", "ReadThroughput", "ReplicaLag", "ReplicationSlotDiskUsage", "ResultSetCacheHitRatio", "SelectLatency", "SelectThroughput", "ServerlessDatabaseCapacity", "SnapshotStorageUsed", "SwapUsage", "TotalBackupStorageBilled", "TransactionLogsDiskUsage", "TransactionLogsGeneration", "UpdateLatency", "UpdateThroughput", "VolumeBytesUsed", "VolumeReadIOPs", "VolumeWriteIOPs", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/Redshift": {"CPUUtilization", "DatabaseConnections", "HealthStatus", "MaintenanceMode", "NetworkReceiveThroughput", "NetworkTransmitThroughput", "PercentageDiskSpaceUsed", "QueriesCompletedPerSecond", "QueryDuration", "QueryRuntimeBreakdown", "ReadIOPS", "ReadLatency", "ReadThroughput", "TotalTableCount", "WLMQueriesCompletedPerSecond", "WLMQueryDuration", "WLMQueueLength", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/Route53": {"ChildHealthCheckHealthyCount", "ConnectionTime", "HealthCheckPercentageHealthy", "HealthCheckStatus", "SSLHandshakeTime", "TimeToFirstByte"},
"AWS/Route53Resolver": {"InboundQueryVolume", "OutboundQueryVolume", "OutboundQueryAggregatedVolume"},
"AWS/S3": {"4xxErrors", "5xxErrors", "AllRequests", "BucketSizeBytes", "BytesDownloaded", "BytesUploaded", "DeleteRequests", "FirstByteLatency", "GetRequests", "HeadRequests", "ListRequests", "NumberOfObjects", "PostRequests", "PutRequests", "SelectRequests", "SelectReturnedBytes", "SelectScannedBytes", "TotalRequestLatency"},
"AWS/SES": {"Bounce", "Clicks", "Complaint", "Delivery", "Opens", "Reject", "Rendering Failures", "Reputation.BounceRate", "Reputation.ComplaintRate", "Send"},
"AWS/SNS": {"NumberOfMessagesPublished", "NumberOfNotificationsDelivered", "NumberOfNotificationsFailed", "NumberOfNotificationsFilteredOut", "NumberOfNotificationsFilteredOut-InvalidAttributes", "NumberOfNotificationsFilteredOut-NoMessageAttributes", "PublishSize", "SMSMonthToDateSpentUSD", "SMSSuccessRate"},
"AWS/SQS": {"ApproximateAgeOfOldestMessage", "ApproximateNumberOfMessagesDelayed", "ApproximateNumberOfMessagesNotVisible", "ApproximateNumberOfMessagesVisible", "NumberOfEmptyReceives", "NumberOfMessagesDeleted", "NumberOfMessagesReceived", "NumberOfMessagesSent", "SentMessageSize"},
"AWS/SWF": {"ActivityTaskScheduleToCloseTime", "ActivityTaskScheduleToStartTime", "ActivityTaskStartToCloseTime", "ActivityTasksCanceled", "ActivityTasksCompleted", "ActivityTasksFailed", "ConsumedCapacity", "DecisionTaskScheduleToStartTime", "DecisionTaskStartToCloseTime", "DecisionTasksCompleted", "PendingTasks", "ProvisionedBucketSize", "ProvisionedRefillRate", "ScheduledActivityTasksTimedOutOnClose", "ScheduledActivityTasksTimedOutOnStart", "StartedActivityTasksTimedOutOnClose", "StartedActivityTasksTimedOutOnHeartbeat", "StartedDecisionTasksTimedOutOnClose", "ThrottledEvents", "WorkflowStartToCloseTime", "WorkflowsCanceled", "WorkflowsCompleted", "WorkflowsContinuedAsNew", "WorkflowsFailed", "WorkflowsTerminated", "WorkflowsTimedOut"},
"AWS/SageMaker": {"CPUUtilization", "DatasetObjectsAutoAnnotated", "DatasetObjectsHumanAnnotated", "DatasetObjectsLabelingFailed", "DiskUtilization", "GPUMemoryUtilization", "GPUUtilization", "Invocation4XXErrors", "Invocation5XXErrors", "Invocations", "InvocationsPerInstance", "JobsFailed", "JobsStopped", "JobsSucceeded", "MemoryUtilization", "ModelLatency", "OverheadLatency", "TotalDatasetObjectsLabeled"},
"AWS/States": {"ActivitiesFailed", "ActivitiesHeartbeatTimedOut", "ActivitiesScheduled", "ActivitiesStarted", "ActivitiesSucceeded", "ActivitiesTimedOut", "ActivityRunTime", "ActivityScheduleTime", "ActivityTime", "ConsumedCapacity", "ExecutionThrottled", "ExecutionTime", "ExecutionsAborted", "ExecutionsFailed", "ExecutionsStarted", "ExecutionsSucceeded", "ExecutionsTimedOut", "LambdaFunctionRunTime", "LambdaFunctionScheduleTime", "LambdaFunctionTime", "LambdaFunctionsFailed", "LambdaFunctionsHeartbeatTimedOut", "LambdaFunctionsScheduled", "LambdaFunctionsStarted", "LambdaFunctionsSucceeded", "LambdaFunctionsTimedOut", "ProvisionedBucketSize", "ProvisionedRefillRate", "ThrottledEvents"},
"AWS/StorageGateway": {"CacheFree", "CacheHitPercent", "CachePercentDirty", "CachePercentUsed", "CacheUsed", "CloudBytesDownloaded", "CloudBytesUploaded", "CloudDownloadLatency", "QueuedWrites", "ReadBytes", "ReadTime", "TimeSinceLastRecoveryPoint", "TotalCacheSize", "UploadBufferFree", "UploadBufferPercentUsed", "UploadBufferUsed", "WorkingStorageFree", "WorkingStoragePercentUsed", "WorkingStorageUsed", "WriteBytes", "WriteTime"},
"AWS/Textract": {"ResponseTime", "ServerErrorCount", "SuccessfulRequestCount", "ThrottledCount", "UserErrorCount"},
"AWS/ThingsGraph": {"EventStoreQueueSize", "FlowExecutionTime", "FlowExecutionsFailed", "FlowExecutionsStarted", "FlowExecutionsSucceeded", "FlowStepExecutionTime", "FlowStepExecutionsFailed", "FlowStepExecutionsStarted", "FlowStepExecutionsSucceeded"},
"AWS/TransitGateway": {"BytesIn", "BytesOut", "PacketDropCountBlackhole", "PacketDropCountNoRoute", "PacketsIn", "PacketsOut"},
"AWS/Translate": {"CharacterCount", "ResponseTime", "ServerErrorCount", "SuccessfulRequestCount", "ThrottledCount", "UserErrorCount"},
"AWS/TrustedAdvisor": {"GreenChecks", "RedChecks", "RedResources", "ServiceLimitUsage", "YellowChecks", "YellowResources"},
"AWS/Usage": {"CallCount"},
"AWS/VPN": {"TunnelDataIn", "TunnelDataOut", "TunnelState"},
"AWS/WorkSpaces": {"Available", "ConnectionAttempt", "ConnectionFailure", "ConnectionSuccess", "InSessionLatency", "Maintenance", "SessionDisconnect", "SessionLaunchTime", "Stopped", "Unhealthy", "UserConnected"},
"ECS/ContainerInsights": {"ContainerInstanceCount", "CpuUtilized", "CpuReserved", "DeploymentCount", "DesiredTaskCount", "MemoryUtilized", "MemoryReserved", "NetworkRxBytes", "NetworkTxBytes", "PendingTaskCount", "RunningTaskCount", "ServiceCount", "StorageReadBytes", "StorageWriteBytes", "TaskCount", "TaskSetCount", "instance_cpu_limit", "instance_cpu_reserved_capacity", "instance_cpu_usage_total", "instance_cpu_utilization", "instance_filesystem_utilization", "instance_memory_limit", "instance_memory_reserved_capacity", "instance_memory_utliization", "instance_memory_working_set", "instance_network_total_bytes", "instance_number_of_running_tasks"},
"ContainerInsights": {"cluster_failed_node_count", "cluster_node_count", "namespace_number_of_running_pods", "node_cpu_limit", "node_cpu_reserved_capacity", "node_cpu_usage_total", "node_cpu_utilization", "node_filesystem_utilization", "node_memory_limit", "node_memory_reserved_capacity", "node_memory_utilization", "node_memory_working_set", "node_network_total_bytes", "node_number_of_running_containers", "node_number_of_running_pods", "pod_cpu_reserved_capacity", "pod_cpu_utilization", "pod_cpu_utilization_over_pod_limit", "pod_memory_reserved_capacity", "pod_memory_utilization", "pod_memory_utilization_over_pod_limit", "pod_number_of_container_restarts", "pod_network_rx_bytes", "pod_network_tx_bytes", "service_number_of_running_pods"},
"Rekognition": {"DetectedFaceCount", "DetectedLabelCount", "ResponseTime", "ServerErrorCount", "SuccessfulRequestCount", "ThrottledCount", "UserErrorCount"},
"WAF": {"AllowedRequests", "BlockedRequests", "CountedRequests", "DDoSAttackBitsPerSecond", "DDoSAttackPacketsPerSecond", "DDoSAttackRequestsPerSecond", "DDoSDetected", "PassedRequests"},
"AWS/Cassandra": {"AccountMaxReads", "AccountMaxTableLevelReads", "AccountMaxTableLevelWrites", "AccountMaxWrites", "AccountProvisionedReadCapacityUtilization", "AccountProvisionedWriteCapacityUtilization", "ConditionalCheckFailedRequests", "ConsumedReadCapacityUnits", "ConsumedWriteCapacityUnits", "MaxProvisionedTableReadCapacityUtilization", "MaxProvisionedTableWriteCapacityUtilization", "ReturnedItemCount", "ReturnedItemCountBySelect", "SuccessfulRequestCount", "SuccessfulRequestLatency", "SystemErrors", "UserErrors"},
}
func init() {
metricsMap = map[string][]string{
"AWS/ACMPrivateCA": {"CRLGenerated", "Failure", "MisconfiguredCRLBucket", "Success", "Time"},
"AWS/AmazonMQ": {"ConsumerCount", "CpuCreditBalance", "CpuUtilization", "CurrentConnectionsCount", "DequeueCount", "DispatchCount", "EnqueueCount", "EnqueueTime", "ExpiredCount", "HeapUsage", "InflightCount", "JournalFilesForFastRecovery", "JournalFilesForFullRecovery", "MemoryUsage", "NetworkIn", "NetworkOut", "OpenTransactionsCount", "ProducerCount", "QueueSize", "StorePercentUsage", "TotalConsumerCount", "TotalMessageCount", "TotalProducerCount"},
"AWS/ApiGateway": {"4XXError", "5XXError", "CacheHitCount", "CacheMissCount", "Count", "IntegrationLatency", "Latency"},
"AWS/AppStream": {"ActualCapacity", "AvailableCapacity", "CapacityUtilization", "DesiredCapacity", "InUseCapacity", "InsufficientCapacityError", "PendingCapacity", "RunningCapacity"},
"AWS/AppSync": {"4XXError", "5XXError", "Latency"},
"AWS/ApplicationELB": {"ActiveConnectionCount", "ClientTLSNegotiationErrorCount", "ConsumedLCUs", "ELBAuthError", "ELBAuthFailure", "ELBAuthLatency", "ELBAuthRefreshTokenSuccess", "ELBAuthSuccess", "ELBAuthUserClaimsSizeExceeded", "HTTPCode_ELB_3XX_Count", "HTTPCode_ELB_4XX_Count", "HTTPCode_ELB_5XX_Count", "HTTPCode_Target_2XX_Count", "HTTPCode_Target_3XX_Count", "HTTPCode_Target_4XX_Count", "HTTPCode_Target_5XX_Count", "HTTP_Fixed_Response_Count", "HTTP_Redirect_Count", "HTTP_Redirect_Url_Limit_Exceeded_Count", "HealthyHostCount", "IPv6ProcessedBytes", "IPv6RequestCount", "LambdaInternalError", "LambdaTargetProcessedBytes", "LambdaUserError", "NewConnectionCount", "NonStickyRequestCount", "ProcessedBytes", "RejectedConnectionCount", "RequestCount", "RequestCountPerTarget", "RuleEvaluations", "StandardProcessedBytes", "TargetConnectionErrorCount", "TargetResponseTime", "TargetTLSNegotiationErrorCount", "UnHealthyHostCount"},
"AWS/Athena": {"DataScannedInBytes", "EngineExecutionTime", "QueryPlanningTime", "QueryQueueTime", "QueryState", "QueryType", "ServiceProcessingTime", "TotalExecutionTime", "WorkGroup"},
"AWS/AutoScaling": {"GroupDesiredCapacity", "GroupInServiceInstances", "GroupMaxSize", "GroupMinSize", "GroupPendingInstances", "GroupStandbyInstances", "GroupTerminatingInstances", "GroupTotalInstances"},
"AWS/Billing": {"EstimatedCharges"},
"AWS/Chatbot": {"EventsThrottled", "EventsProcessed", "MessageDeliverySuccess", "MessageDeliveryFailure", "UnsupportedEvents"},
"AWS/CloudFront": {"4xxErrorRate", "5xxErrorRate", "BytesDownloaded", "BytesUploaded", "Requests", "TotalErrorRate"},
"AWS/CloudHSM": {"HsmKeysSessionOccupied", "HsmKeysTokenOccupied", "HsmSessionCount", "HsmSslCtxsOccupied", "HsmTemperature", "HsmUnhealthy", "HsmUsersAvailable", "HsmUsersMax", "InterfaceEth2OctetsInput", "InterfaceEth2OctetsOutput"},
"AWS/CloudSearch": {"IndexUtilization", "Partitions", "SearchableDocuments", "SuccessfulRequests"},
"AWS/CodeBuild": {"BuildDuration", "Builds", "DownloadSourceDuration", "Duration", "FailedBuilds", "FinalizingDuration", "InstallDuration", "PostBuildDuration", "PreBuildDuration", "ProvisioningDuration", "QueuedDuration", "SubmittedDuration", "SucceededBuilds", "UploadArtifactsDuration"},
"AWS/Cognito": {"AccountTakeOverRisk", "CompromisedCredentialsRisk", "NoRisk", "OverrideBlock", "Risk"},
"AWS/Connect": {"CallBackNotDialableNumber", "CallRecordingUploadError", "CallsBreachingConcurrencyQuota", "CallsPerInterval", "ConcurrentCalls", "ConcurrentCallsPercentage", "ContactFlowErrors", "ContactFlowFatalErrors", "LongestQueueWaitTime", "MisconfiguredPhoneNumbers", "MissedCalls", "PublicSigningKeyUsage", "QueueCapacityExceededError", "QueueSize", "ThrottledCalls", "ToInstancePacketLossRate"},
"AWS/DDoSProtection": {"AllowedRequests", "BlockedRequests", "CountedRequests", "DDoSAttackBitsPerSecond", "DDoSAttackPacketsPerSecond", "DDoSAttackRequestsPerSecond", "DDoSDetected", "PassedRequests"},
"AWS/DMS": {"CDCChangesDiskSource", "CDCChangesDiskTarget", "CDCChangesMemorySource", "CDCChangesMemoryTarget", "CDCIncomingChanges", "CDCLatencySource", "CDCLatencyTarget", "CDCThroughputBandwidthSource", "CDCThroughputBandwidthTarget", "CDCThroughputRowsSource", "CDCThroughputRowsTarget", "CPUUtilization", "FreeStorageSpace", "FreeableMemory", "FullLoadThroughputBandwidthSource", "FullLoadThroughputBandwidthTarget", "FullLoadThroughputRowsSource", "FullLoadThroughputRowsTarget", "NetworkReceiveThroughput", "NetworkTransmitThroughput", "ReadIOPS", "ReadLatency", "ReadThroughput", "SwapUsage", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/DocDB": {"BackupRetentionPeriodStorageUsed", "BufferCacheHitRatio", "ChangeStreamLogSize", "CPUUtilization", "DatabaseConnections", "DBInstanceReplicaLag", "DBClusterReplicaLagMaximum", "DBClusterReplicaLagMinimum", "DiskQueueDepth", "EngineUptime", "FreeableMemory", "FreeLocalStorage", "NetworkReceiveThroughput", "NetworkThroughput", "NetworkTransmitThroughput", "ReadIOPS", "ReadLatency", "ReadThroughput", "SnapshotStorageUsed", "SwapUsage", "TotalBackupStorageBilled", "VolumeBytesUsed", "VolumeReadIOPs", "VolumeWriteIOPs", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/DX": {"ConnectionBpsEgress", "ConnectionBpsIngress", "ConnectionCRCErrorCount", "ConnectionLightLevelRx", "ConnectionLightLevelTx", "ConnectionPpsEgress", "ConnectionPpsIngress", "ConnectionState"},
"AWS/DAX": {"CPUUtilization", "NetworkPacketsIn", "NetworkPacketsOut", "GetItemRequestCount", "BatchGetItemRequestCount", "BatchWriteItemRequestCount", "DeleteItemRequestCount", "PutItemRequestCount", "UpdateItemRequestCount", "TransactWriteItemsCount", "TransactGetItemsCount", "ItemCacheHits", "ItemCacheMisses", "QueryCacheHits", "QueryCacheMisses", "ScanCacheHits", "ScanCacheMisses", "TotalRequestCount", "ErrorRequestCount", "FaultRequestCount", "FailedRequestCount", "QueryRequestCount", "ScanRequestCount", "ClientConnections", "EstimatedDbSize", "EvictedSize"},
"AWS/DynamoDB": {"ConditionalCheckFailedRequests", "ConsumedReadCapacityUnits", "ConsumedWriteCapacityUnits", "OnlineIndexConsumedWriteCapacity", "OnlineIndexPercentageProgress", "OnlineIndexThrottleEvents", "PendingReplicationCount", "ProvisionedReadCapacityUnits", "ProvisionedWriteCapacityUnits", "ReadThrottleEvents", "ReplicationLatency", "ReturnedBytes", "ReturnedItemCount", "ReturnedRecordsCount", "SuccessfulRequestLatency", "SystemErrors", "ThrottledRequests", "TimeToLiveDeletedItemCount", "UserErrors", "WriteThrottleEvents"},
"AWS/EBS": {"BurstBalance", "VolumeConsumedReadWriteOps", "VolumeIdleTime", "VolumeQueueLength", "VolumeReadBytes", "VolumeReadOps", "VolumeThroughputPercentage", "VolumeTotalReadTime", "VolumeTotalWriteTime", "VolumeWriteBytes", "VolumeWriteOps"},
"AWS/EC2": {"CPUCreditBalance", "CPUCreditUsage", "CPUSurplusCreditBalance", "CPUSurplusCreditsCharged", "CPUUtilization", "DiskReadBytes", "DiskReadOps", "DiskWriteBytes", "DiskWriteOps", "EBSByteBalance%", "EBSIOBalance%", "EBSReadBytes", "EBSReadOps", "EBSWriteBytes", "EBSWriteOps", "NetworkIn", "NetworkOut", "NetworkPacketsIn", "NetworkPacketsOut", "StatusCheckFailed", "StatusCheckFailed_Instance", "StatusCheckFailed_System"},
"AWS/EC2/API": {"ClientErrors", "RequestLimitExceeded", "ServerErrors", "SuccessfulCalls"},
"AWS/EC2Spot": {"AvailableInstancePoolsCount", "BidsSubmittedForCapacity", "EligibleInstancePoolCount", "FulfilledCapacity", "MaxPercentCapacityAllocation", "PendingCapacity", "PercentCapacityAllocation", "TargetCapacity", "TerminatingCapacity"},
"AWS/ECS": {"CPUReservation", "CPUUtilization", "GPUReservation", "MemoryReservation", "MemoryUtilization"},
"AWS/EFS": {"BurstCreditBalance", "ClientConnections", "DataReadIOBytes", "DataWriteIOBytes", "MetadataIOBytes", "PercentIOLimit", "PermittedThroughput", "TotalIOBytes"},
"AWS/ELB": {"BackendConnectionErrors", "EstimatedALBActiveConnectionCount", "EstimatedALBConsumedLCUs", "EstimatedALBNewConnectionCount", "EstimatedProcessedBytes", "HTTPCode_Backend_2XX", "HTTPCode_Backend_3XX", "HTTPCode_Backend_4XX", "HTTPCode_Backend_5XX", "HTTPCode_ELB_4XX", "HTTPCode_ELB_5XX", "HealthyHostCount", "Latency", "RequestCount", "SpilloverCount", "SurgeQueueLength", "UnHealthyHostCount"},
"AWS/ES": {"AutomatedSnapshotFailure", "CPUCreditBalance", "CPUUtilization", "ClusterIndexWritesBlocked", "ClusterStatus.green", "ClusterStatus.red", "ClusterStatus.yellow", "ClusterUsedSpace", "DeletedDocuments", "DiskQueueDepth", "ElasticsearchRequests", "FreeStorageSpace", "IndexingLatency", "IndexingRate", "InvalidHostHeaderRequests", "JVMGCOldCollectionCount", "JVMGCOldCollectionTime", "JVMGCYoungCollectionCount", "JVMGCYoungCollectionTime", "JVMMemoryPressure", "KMSKeyError", "KMSKeyInaccessible", "KibanaHealthyNodes", "MasterCPUCreditBalance", "MasterCPUUtilization", "MasterFreeStorageSpace", "MasterJVMMemoryPressure", "MasterReachableFromNode", "Nodes", "ReadIOPS", "ReadLatency", "ReadThroughput", "RequestCount", "SearchLatency", "SearchRate", "SearchableDocuments", "SysMemoryUtilization", "ThreadpoolBulkQueue", "ThreadpoolBulkRejected", "ThreadpoolBulkThreads", "ThreadpoolForce_mergeQueue", "ThreadpoolForce_mergeRejected", "ThreadpoolForce_mergeThreads", "ThreadpoolIndexQueue", "ThreadpoolIndexRejected", "ThreadpoolIndexThreads", "ThreadpoolSearchQueue", "ThreadpoolSearchRejected", "ThreadpoolSearchThreads", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/ElastiCache": {"ActiveDefragHits", "BytesReadIntoMemcached", "BytesUsedForCache", "BytesUsedForCacheItems", "BytesUsedForHash", "BytesWrittenOutFromMemcached", "CPUUtilization", "CacheHits", "CacheMisses", "CasBadval", "CasHits", "CasMisses", "CmdConfigGet", "CmdConfigSet", "CmdFlush", "CmdGet", "CmdSet", "CmdTouch", "CurrConfig", "CurrConnections", "CurrItems", "DecrHits", "DecrMisses", "DeleteHits", "DeleteMisses", "EngineCPUUtilization", "EvictedUnfetched", "Evictions", "ExpiredUnfetched", "FreeableMemory", "GetHits", "GetMisses", "GetTypeCmds", "HashBasedCmds", "HyperLogLogBasedCmds", "IncrHits", "IncrMisses", "KeyBasedCmds", "ListBasedCmds", "NetworkBytesIn", "NetworkBytesOut", "NewConnections", "NewItems", "Reclaimed", "ReplicationBytes", "ReplicationLag", "SaveInProgress", "SetBasedCmds", "SetTypeCmds", "SlabsMoved", "SortedSetBasedCmds", "StringBasedCmds", "SwapUsage", "TouchHits", "TouchMisses", "UnusedMemory"},
"AWS/ElasticBeanstalk": {"ApplicationLatencyP10", "ApplicationLatencyP50", "ApplicationLatencyP75", "ApplicationLatencyP85", "ApplicationLatencyP90", "ApplicationLatencyP95", "ApplicationLatencyP99", "ApplicationLatencyP99.9", "ApplicationRequests2xx", "ApplicationRequests3xx", "ApplicationRequests4xx", "ApplicationRequests5xx", "ApplicationRequestsTotal", "CPUIdle", "CPUIowait", "CPUIrq", "CPUNice", "CPUSoftirq", "CPUSystem", "CPUUser", "EnvironmentHealth", "InstanceHealth", "InstancesDegraded", "InstancesInfo", "InstancesNoData", "InstancesOk", "InstancesPending", "InstancesSevere", "InstancesUnknown", "InstancesWarning", "LoadAverage1min", "LoadAverage5min", "RootFilesystemUtil"},
"AWS/ElasticInference": {"AcceleratorHealthCheckFailed", "AcceleratorMemoryUsage", "ConnectivityCheckFailed"},
"AWS/ElasticMapReduce": {"AppsCompleted", "AppsFailed", "AppsKilled", "AppsPending", "AppsRunning", "AppsSubmitted", "BackupFailed", "CapacityRemainingGB", "Cluster Status", "ContainerAllocated", "ContainerPending", "ContainerPendingRatio", "ContainerReserved", "CoreNodesPending", "CoreNodesRunning", "CorruptBlocks", "DfsPendingReplicationBlocks", "HBase", "HDFSBytesRead", "HDFSBytesWritten", "HDFSUtilization", "HbaseBackupFailed", "IO", "IsIdle", "JobsFailed", "JobsRunning", "LiveDataNodes", "LiveTaskTrackers", "MRActiveNodes", "MRDecommissionedNodes", "MRLostNodes", "MRRebootedNodes", "MRTotalNodes", "MRUnhealthyNodes", "Map/Reduce", "MapSlotsOpen", "MapTasksRemaining", "MapTasksRunning", "MemoryAllocatedMB", "MemoryAvailableMB", "MemoryReservedMB", "MemoryTotalMB", "MissingBlocks", "MostRecentBackupDuration", "Node Status", "PendingDeletionBlocks", "ReduceSlotsOpen", "ReduceTasksRemaining", "ReduceTasksRunning", "RemainingMapTasksPerSlot", "S3BytesRead", "S3BytesWritten", "TaskNodesPending", "TaskNodesRunning", "TimeSinceLastSuccessfulBackup", "TotalLoad", "UnderReplicatedBlocks", "YARNMemoryAvailablePercentage"},
"AWS/ElasticTranscoder": {"Billed Audio Output", "Billed HD Output", "Billed SD Output", "Errors", "Jobs Completed", "Jobs Errored", "Outputs per Job", "Standby Time", "Throttles"},
"AWS/Events": {"DeadLetterInvocations", "FailedInvocations", "Invocations", "MatchedEvents", "ThrottledRules", "TriggeredRules"},
"AWS/FSx": {"DataReadBytes", "DataReadOperations", "DataWriteBytes", "DataWriteOperations", "FreeDataStorageCapacity", "MetadataOperations"},
"AWS/Firehose": {"BackupToS3.Bytes", "BackupToS3.DataFreshness", "BackupToS3.Records", "BackupToS3.Success", "DataReadFromKinesisStream.Bytes", "DataReadFromKinesisStream.Records", "DeliveryToElasticsearch.Bytes", "DeliveryToElasticsearch.Records", "DeliveryToElasticsearch.Success", "DeliveryToRedshift.Bytes", "DeliveryToRedshift.Records", "DeliveryToRedshift.Success", "DeliveryToS3.Bytes", "DeliveryToS3.DataFreshness", "DeliveryToS3.Records", "DeliveryToS3.Success", "DeliveryToSplunk.Bytes", "DeliveryToSplunk.DataFreshness", "DeliveryToSplunk.Records", "DeliveryToSplunk.Success", "DescribeDeliveryStream.Latency", "DescribeDeliveryStream.Requests", "ExecuteProcessing.Duration", "ExecuteProcessing.Success", "FailedConversion.Bytes", "FailedConversion.Records", "IncomingBytes", "IncomingRecords", "KinesisMillisBehindLatest", "ListDeliveryStreams.Latency", "ListDeliveryStreams.Requests", "PutRecord.Bytes", "PutRecord.Latency", "PutRecord.Requests", "PutRecordBatch.Bytes", "PutRecordBatch.Latency", "PutRecordBatch.Records", "PutRecordBatch.Requests", "SucceedConversion.Bytes", "SucceedConversion.Records", "SucceedProcessing.Bytes", "SucceedProcessing.Records", "ThrottledDescribeStream", "ThrottledGetRecords", "ThrottledGetShardIterator", "UpdateDeliveryStream.Latency", "UpdateDeliveryStream.Requests"},
"AWS/GameLift": {"ActivatingGameSessions", "ActiveGameSessions", "ActiveInstances", "ActiveServerProcesses", "AvailableGameSessions", "AverageWaitTime", "CurrentPlayerSessions", "CurrentTickets", "DesiredInstances", "FirstChoiceNotViable", "FirstChoiceOutOfCapacity", "GameSessionInterruptions", "HealthyServerProcesses", "IdleInstances", "InstanceInterruptions", "LowestLatencyPlacement", "LowestPricePlacement", "MatchAcceptancesTimedOut", "MatchesAccepted", "MatchesCreated", "MatchesPlaced", "MatchesRejected", "MaxInstances", "MinInstances", "PercentAvailableGameSessions", "PercentHealthyServerProcesses", "PercentIdleInstances", "Placement", "PlacementsCanceled", "PlacementsFailed", "PlacementsStarted", "PlacementsSucceeded", "PlacementsTimedOut", "PlayerSessionActivations", "PlayersStarted", "QueueDepth", "RuleEvaluationsFailed", "RuleEvaluationsPassed", "ServerProcessAbnormalTerminations", "ServerProcessActivations", "ServerProcessTerminations", "TicketsFailed", "TicketsStarted", "TicketsTimedOut", "TimeToMatch", "TimeToTicketSuccess"},
"AWS/Glue": {"glue.driver.BlockManager.disk.diskSpaceUsed_MB", "glue.driver.ExecutorAllocationManager.executors.numberAllExecutors", "glue.driver.ExecutorAllocationManager.executors.numberMaxNeededExecutors", "glue.driver.aggregate.bytesRead", "glue.driver.aggregate.elapsedTime", "glue.driver.aggregate.numCompletedStages", "glue.driver.aggregate.numCompletedTasks", "glue.driver.aggregate.numFailedTasks", "glue.driver.aggregate.numKilledTasks", "glue.driver.aggregate.recordsRead", "glue.driver.aggregate.shuffleBytesWritten", "glue.driver.aggregate.shuffleLocalBytesRead", "glue.driver.jvm.heap.usage glue.executorId.jvm.heap.usage glue.ALL.jvm.heap.usage", "glue.driver.jvm.heap.used glue.executorId.jvm.heap.used glue.ALL.jvm.heap.used", "glue.driver.s3.filesystem.read_bytes glue.executorId.s3.filesystem.read_bytes glue.ALL.s3.filesystem.read_bytes", "glue.driver.s3.filesystem.write_bytes glue.executorId.s3.filesystem.write_bytes glue.ALL.s3.filesystem.write_bytes", "glue.driver.system.cpuSystemLoad glue.executorId.system.cpuSystemLoad glue.ALL.system.cpuSystemLoad"},
"AWS/Inspector": {"TotalAssessmentRunFindings", "TotalAssessmentRuns", "TotalHealthyAgents", "TotalMatchingAgents"},
"AWS/IoT": {"CanceledJobExecutionCount", "CanceledJobExecutionTotalCount", "ClientError", "Connect.AuthError", "Connect.ClientError", "Connect.ServerError", "Connect.Success", "Connect.Throttle", "DeleteThingShadow.Accepted", "FailedJobExecutionCount", "FailedJobExecutionTotalCount", "Failure", "GetThingShadow.Accepted", "InProgressJobExecutionCount", "InProgressJobExecutionTotalCount", "NonCompliantResources", "NumLogBatchesFailedToPublishThrottled", "NumLogEventsFailedToPublishThrottled", "ParseError", "Ping.Success", "PublishIn.AuthError", "PublishIn.ClientError", "PublishIn.ServerError", "PublishIn.Success", "PublishIn.Throttle", "PublishOut.AuthError", "PublishOut.ClientError", "PublishOut.Success", "QueuedJobExecutionCount", "QueuedJobExecutionTotalCount", "RejectedJobExecutionCount", "RejectedJobExecutionTotalCount", "RemovedJobExecutionCount", "RemovedJobExecutionTotalCount", "ResourcesEvaluated", "RuleMessageThrottled", "RuleNotFound", "RulesExecuted", "ServerError", "Subscribe.AuthError", "Subscribe.ClientError", "Subscribe.ServerError", "Subscribe.Success", "Subscribe.Throttle", "SuccededJobExecutionCount", "SuccededJobExecutionTotalCount", "Success", "TopicMatch", "Unsubscribe.ClientError", "Unsubscribe.ServerError", "Unsubscribe.Success", "Unsubscribe.Throttle", "UpdateThingShadow.Accepted", "Violations", "ViolationsCleared", "ViolationsInvalidated"},
"AWS/IoTAnalytics": {"ActionExecution", "ActivityExecutionError", "IncomingMessages"},
"AWS/KMS": {"SecondsUntilKeyMaterialExpiration"},
"AWS/Kafka": {"ActiveControllerCount", "BytesInPerSec", "BytesOutPerSec", "CpuIdle", "CpuSystem", "CpuUser", "FetchConsumerLocalTimeMsMean", "FetchConsumerRequestQueueTimeMsMean", "FetchConsumerResponseQueueTimeMsMean", "FetchConsumerResponseSendTimeMsMean", "FetchConsumerTotalTimeMsMean", "FetchFollowerLocalTimeMsMean", "FetchFollowerRequestQueueTimeMsMean", "FetchFollowerResponseQueueTimeMsMean", "FetchFollowerResponseSendTimeMsMean", "FetchFollowerTotalTimeMsMean", "FetchMessageConversionsPerSec", "FetchThrottleByteRate", "FetchThrottleQueueSize", "FetchThrottleTime", "GlobalPartitionCount", "GlobalTopicCount", "KafkaAppLogsDiskUsed", "KafkaDataLogsDiskUsed", "LeaderCount", "MemoryBuffered", "MemoryCached", "MemoryFree", "MemoryUsed", "MessagesInPerSec", "NetworkProcessorAvgIdlePercent", "NetworkRxDropped", "NetworkRxErrors", "NetworkRxPackets", "NetworkTxDropped", "NetworkTxErrors", "NetworkTxPackets", "OfflinePartitionsCount", "PartitionCount", "ProduceLocalTimeMsMean", "ProduceMessageConversionsPerSec", "ProduceMessageConversionsTimeMsMean", "ProduceRequestQueueTimeMsMean", "ProduceResponseQueueTimeMsMean", "ProduceResponseSendTimeMsMean", "ProduceThrottleByteRate", "ProduceThrottleQueueSize", "ProduceThrottleTime", "ProduceTotalTimeMsMean", "RequestBytesMean", "RequestExemptFromThrottleTime", "RequestHandlerAvgIdlePercent", "RequestThrottleQueueSize", "RequestThrottleTime", "RequestTime", "RootDiskUsed", "SwapFree", "SwapUsed", "UnderMinIsrPartitionCount", "UnderReplicatedPartitions", "ZooKeeperRequestLatencyMsMean", "ZooKeeperSessionState"},
"AWS/Kinesis": {"GetRecords.Bytes", "GetRecords.IteratorAge", "GetRecords.IteratorAgeMilliseconds", "GetRecords.Latency", "GetRecords.Records", "GetRecords.Success", "IncomingBytes", "IncomingRecords", "IteratorAgeMilliseconds", "OutgoingBytes", "OutgoingRecords", "PutRecord.Bytes", "PutRecord.Latency", "PutRecord.Success", "PutRecords.Bytes", "PutRecords.Latency", "PutRecords.Records", "PutRecords.Success", "ReadProvisionedThroughputExceeded", "SubscribeToShard.RateExceeded", "SubscribeToShard.Success", "SubscribeToShardEvent.Bytes", "SubscribeToShardEvent.MillisBehindLatest", "SubscribeToShardEvent.Records", "SubscribeToShardEvent.Success", "WriteProvisionedThroughputExceeded"},
"AWS/KinesisAnalytics": {"Bytes", "InputProcessing.DroppedRecords", "InputProcessing.Duration", "InputProcessing.OkBytes", "InputProcessing.OkRecords", "InputProcessing.ProcessingFailedRecords", "InputProcessing.Success", "KPUs", "LambdaDelivery.DeliveryFailedRecords", "LambdaDelivery.Duration", "LambdaDelivery.OkRecords", "MillisBehindLatest", "Records", "Success"},
"AWS/KinesisVideo": {"GetHLSMasterPlaylist.Latency", "GetHLSMasterPlaylist.Requests", "GetHLSMasterPlaylist.Success", "GetHLSMediaPlaylist.Latency", "GetHLSMediaPlaylist.Requests", "GetHLSMediaPlaylist.Success", "GetHLSStreamingSessionURL.Latency", "GetHLSStreamingSessionURL.Requests", "GetHLSStreamingSessionURL.Success", "GetMP4InitFragment.Latency", "GetMP4InitFragment.Requests", "GetMP4InitFragment.Success", "GetMP4MediaFragment.Latency", "GetMP4MediaFragment.OutgoingBytes", "GetMP4MediaFragment.Requests", "GetMP4MediaFragment.Success", "GetMedia.ConnectionErrors", "GetMedia.MillisBehindNow", "GetMedia.OutgoingBytes", "GetMedia.OutgoingFragments", "GetMedia.OutgoingFrames", "GetMedia.Requests", "GetMedia.Success", "GetMediaForFragmentList.OutgoingBytes", "GetMediaForFragmentList.OutgoingFragments", "GetMediaForFragmentList.OutgoingFrames", "GetMediaForFragmentList.Requests", "GetMediaForFragmentList.Success", "GetTSFragment.Latency", "GetTSFragment.OutgoingBytes", "GetTSFragment.Requests", "GetTSFragment.Success", "ListFragments.Latency", "PutMedia.ActiveConnections", "PutMedia.BufferingAckLatency", "PutMedia.ConnectionErrors", "PutMedia.ErrorAckCount", "PutMedia.FragmentIngestionLatency", "PutMedia.FragmentPersistLatency", "PutMedia.IncomingBytes", "PutMedia.IncomingFragments", "PutMedia.IncomingFrames", "PutMedia.Latency", "PutMedia.PersistedAckLatency", "PutMedia.ReceivedAckLatency", "PutMedia.Requests", "PutMedia.Success"},
"AWS/Lambda": {"ConcurrentExecutions", "DeadLetterErrors", "Duration", "Errors", "Invocations", "IteratorAge", "Throttles", "UnreservedConcurrentExecutions"},
"AWS/Lex": {"BotChannelAuthErrors", "BotChannelConfigurationErrors", "BotChannelInboundThrottledEvents", "BotChannelOutboundThrottledEvents", "BotChannelRequestCount", "BotChannelResponseCardErrors", "BotChannelSystemErrors", "MissedUtteranceCount", "RuntimeInvalidLambdaResponses", "RuntimeLambdaErrors", "RuntimePollyErrors", "RuntimeRequestCount", "RuntimeSucessfulRequestLatency", "RuntimeSystemErrors", "RuntimeThrottledEvents", "RuntimeUserErrors"},
"AWS/Logs": {"DeliveryErrors", "DeliveryThrottling", "ForwardedBytes", "ForwardedLogEvents", "IncomingBytes", "IncomingLogEvents"},
"AWS/ML": {"PredictCount", "PredictFailureCount"},
"AWS/MediaConnect": {"ARQRecovered", "ARQRequests", "CATError", "CRCError", "ConnectedOutputs", "ContinuityCounter", "FECPackets", "FECRecovered", "NotRecoveredPackets", "OverflowPackets", "PATError", "PCRAccuracyError", "PCRError", "PIDError", "PMTError", "PTSError", "PacketLossPercent", "RecoveredPackets", "RoundTripTime", "SourceBitRate", "TSByteError", "TSSyncLoss", "TransportError"},
"AWS/MediaConvert": {"AudioOutputSeconds", "Errors", "HDOutputSeconds", "JobsCompletedCount", "JobsErroredCount", "SDOutputSeconds", "StandbyTime", "TranscodingTime", "UHDOutputSeconds"},
"AWS/MediaPackage": {"ActiveInput", "EgressBytes", "EgressRequestCount", "EgressResponseTime", "IngressBytes", "IngressResponseTime"},
"AWS/MediaTailor": {"AdDecisionServer.Ads", "AdDecisionServer.Duration", "AdDecisionServer.Errors", "AdDecisionServer.FillRate", "AdDecisionServer.Timeouts", "AdNotReady", "Avails.Duration", "Avails.FillRate", "Avails.FilledDuration", "GetManifest.Errors", "Origin.Errors", "Origin.Timeouts"},
"AWS/NATGateway": {"ActiveConnectionCount", "BytesInFromDestination", "BytesInFromSource", "BytesOutToDestination", "BytesOutToSource", "ConnectionAttemptCount", "ConnectionEstablishedCount", "ErrorPortAllocation", "IdleTimeoutCount", "PacketsDropCount", "PacketsInFromDestination", "PacketsInFromSource", "PacketsOutToDestination", "PacketsOutToSource"},
"AWS/Neptune": {"CPUUtilization", "ClusterReplicaLag", "ClusterReplicaLagMaximum", "ClusterReplicaLagMinimum", "EngineUptime", "FreeLocalStorage", "FreeableMemory", "GremlinErrors", "GremlinHttp1xx", "GremlinHttp2xx", "GremlinHttp4xx", "GremlinHttp5xx", "GremlinRequests", "GremlinRequestsPerSec", "GremlinWebSocketAvailableConnections", "GremlinWebSocketClientErrors", "GremlinWebSocketServerErrors", "GremlinWebSocketSuccess", "Http100", "Http101", "Http1xx", "Http200", "Http2xx", "Http400", "Http403", "Http405", "Http413", "Http429", "Http4xx", "Http500", "Http501", "Http5xx", "LoaderErrors", "LoaderRequests", "NetworkReceiveThroughput", "NetworkThroughput", "NetworkTransmitThroughput", "SparqlErrors", "SparqlHttp1xx", "SparqlHttp2xx", "SparqlHttp4xx", "SparqlHttp5xx", "SparqlRequests", "SparqlRequestsPerSec", "StatusErrors", "StatusRequests", "VolumeBytesUsed", "VolumeReadIOPs", "VolumeWriteIOPs"},
"AWS/NetworkELB": {"ActiveFlowCount", "ActiveFlowCount_TLS", "ClientTLSNegotiationErrorCount", "ConsumedLCUs", "HealthyHostCount", "NewFlowCount", "NewFlowCount_TLS", "ProcessedBytes", "ProcessedBytes_TLS", "TCP_Client_Reset_Count", "TCP_ELB_Reset_Count", "TCP_Target_Reset_Count", "TargetTLSNegotiationErrorCount", "UnHealthyHostCount"},
"AWS/OpsWorks": {"cpu_idle", "cpu_nice", "cpu_steal", "cpu_system", "cpu_user", "cpu_waitio", "load_1", "load_15", "load_5", "memory_buffers", "memory_cached", "memory_free", "memory_swap", "memory_total", "memory_used", "procs"},
"AWS/Polly": {"2XXCount", "4XXCount", "5XXCount", "RequestCharacters", "ResponseLatency"},
"AWS/RDS": {"ActiveTransactions", "AuroraBinlogReplicaLag", "AuroraGlobalDBDataTransferBytes", "AuroraGlobalDBReplicatedWriteIO", "AuroraGlobalDBReplicationLag", "AuroraReplicaLag", "AuroraReplicaLagMaximum", "AuroraReplicaLagMinimum", "BacktrackChangeRecordsCreationRate", "BacktrackChangeRecordsStored", "BacktrackWindowActual", "BacktrackWindowAlert", "BackupRetentionPeriodStorageUsed", "BinLogDiskUsage", "BlockedTransactions", "BufferCacheHitRatio", "BurstBalance", "CPUCreditBalance", "CPUCreditUsage", "CPUUtilization", "CommitLatency", "CommitThroughput", "DDLLatency", "DDLThroughput", "DMLLatency", "DMLThroughput", "DatabaseConnections", "Deadlocks", "DeleteLatency", "DeleteThroughput", "DiskQueueDepth", "EngineUptime", "FailedSQLServerAgentJobsCount", "FreeLocalStorage", "FreeStorageSpace", "FreeableMemory", "InsertLatency", "InsertThroughput", "LoginFailures", "MaximumUsedTransactionIDs", "NetworkReceiveThroughput", "NetworkThroughput", "NetworkTransmitThroughput", "OldestReplicationSlotLag", "Queries", "RDSToAuroraPostgreSQLReplicaLag", "ReadIOPS", "ReadLatency", "ReadThroughput", "ReplicaLag", "ReplicationSlotDiskUsage", "ResultSetCacheHitRatio", "SelectLatency", "SelectThroughput", "ServerlessDatabaseCapacity", "SnapshotStorageUsed", "SwapUsage", "TotalBackupStorageBilled", "TransactionLogsDiskUsage", "TransactionLogsGeneration", "UpdateLatency", "UpdateThroughput", "VolumeBytesUsed", "VolumeReadIOPs", "VolumeWriteIOPs", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/Redshift": {"CPUUtilization", "DatabaseConnections", "HealthStatus", "MaintenanceMode", "NetworkReceiveThroughput", "NetworkTransmitThroughput", "PercentageDiskSpaceUsed", "QueriesCompletedPerSecond", "QueryDuration", "QueryRuntimeBreakdown", "ReadIOPS", "ReadLatency", "ReadThroughput", "TotalTableCount", "WLMQueriesCompletedPerSecond", "WLMQueryDuration", "WLMQueueLength", "WriteIOPS", "WriteLatency", "WriteThroughput"},
"AWS/Route53": {"ChildHealthCheckHealthyCount", "ConnectionTime", "HealthCheckPercentageHealthy", "HealthCheckStatus", "SSLHandshakeTime", "TimeToFirstByte"},
"AWS/Route53Resolver": {"InboundQueryVolume", "OutboundQueryVolume", "OutboundQueryAggregatedVolume"},
"AWS/S3": {"4xxErrors", "5xxErrors", "AllRequests", "BucketSizeBytes", "BytesDownloaded", "BytesUploaded", "DeleteRequests", "FirstByteLatency", "GetRequests", "HeadRequests", "ListRequests", "NumberOfObjects", "PostRequests", "PutRequests", "SelectRequests", "SelectReturnedBytes", "SelectScannedBytes", "TotalRequestLatency"},
"AWS/SES": {"Bounce", "Clicks", "Complaint", "Delivery", "Opens", "Reject", "Rendering Failures", "Reputation.BounceRate", "Reputation.ComplaintRate", "Send"},
"AWS/SNS": {"NumberOfMessagesPublished", "NumberOfNotificationsDelivered", "NumberOfNotificationsFailed", "NumberOfNotificationsFilteredOut", "NumberOfNotificationsFilteredOut-InvalidAttributes", "NumberOfNotificationsFilteredOut-NoMessageAttributes", "PublishSize", "SMSMonthToDateSpentUSD", "SMSSuccessRate"},
"AWS/SQS": {"ApproximateAgeOfOldestMessage", "ApproximateNumberOfMessagesDelayed", "ApproximateNumberOfMessagesNotVisible", "ApproximateNumberOfMessagesVisible", "NumberOfEmptyReceives", "NumberOfMessagesDeleted", "NumberOfMessagesReceived", "NumberOfMessagesSent", "SentMessageSize"},
"AWS/SWF": {"ActivityTaskScheduleToCloseTime", "ActivityTaskScheduleToStartTime", "ActivityTaskStartToCloseTime", "ActivityTasksCanceled", "ActivityTasksCompleted", "ActivityTasksFailed", "ConsumedCapacity", "DecisionTaskScheduleToStartTime", "DecisionTaskStartToCloseTime", "DecisionTasksCompleted", "PendingTasks", "ProvisionedBucketSize", "ProvisionedRefillRate", "ScheduledActivityTasksTimedOutOnClose", "ScheduledActivityTasksTimedOutOnStart", "StartedActivityTasksTimedOutOnClose", "StartedActivityTasksTimedOutOnHeartbeat", "StartedDecisionTasksTimedOutOnClose", "ThrottledEvents", "WorkflowStartToCloseTime", "WorkflowsCanceled", "WorkflowsCompleted", "WorkflowsContinuedAsNew", "WorkflowsFailed", "WorkflowsTerminated", "WorkflowsTimedOut"},
"AWS/SageMaker": {"CPUUtilization", "DatasetObjectsAutoAnnotated", "DatasetObjectsHumanAnnotated", "DatasetObjectsLabelingFailed", "DiskUtilization", "GPUMemoryUtilization", "GPUUtilization", "Invocation4XXErrors", "Invocation5XXErrors", "Invocations", "InvocationsPerInstance", "JobsFailed", "JobsStopped", "JobsSucceeded", "MemoryUtilization", "ModelLatency", "OverheadLatency", "TotalDatasetObjectsLabeled"},
"AWS/States": {"ActivitiesFailed", "ActivitiesHeartbeatTimedOut", "ActivitiesScheduled", "ActivitiesStarted", "ActivitiesSucceeded", "ActivitiesTimedOut", "ActivityRunTime", "ActivityScheduleTime", "ActivityTime", "ConsumedCapacity", "ExecutionThrottled", "ExecutionTime", "ExecutionsAborted", "ExecutionsFailed", "ExecutionsStarted", "ExecutionsSucceeded", "ExecutionsTimedOut", "LambdaFunctionRunTime", "LambdaFunctionScheduleTime", "LambdaFunctionTime", "LambdaFunctionsFailed", "LambdaFunctionsHeartbeatTimedOut", "LambdaFunctionsScheduled", "LambdaFunctionsStarted", "LambdaFunctionsSucceeded", "LambdaFunctionsTimedOut", "ProvisionedBucketSize", "ProvisionedRefillRate", "ThrottledEvents"},
"AWS/StorageGateway": {"CacheFree", "CacheHitPercent", "CachePercentDirty", "CachePercentUsed", "CacheUsed", "CloudBytesDownloaded", "CloudBytesUploaded", "CloudDownloadLatency", "QueuedWrites", "ReadBytes", "ReadTime", "TimeSinceLastRecoveryPoint", "TotalCacheSize", "UploadBufferFree", "UploadBufferPercentUsed", "UploadBufferUsed", "WorkingStorageFree", "WorkingStoragePercentUsed", "WorkingStorageUsed", "WriteBytes", "WriteTime"},
"AWS/Textract": {"ResponseTime", "ServerErrorCount", "SuccessfulRequestCount", "ThrottledCount", "UserErrorCount"},
"AWS/ThingsGraph": {"EventStoreQueueSize", "FlowExecutionTime", "FlowExecutionsFailed", "FlowExecutionsStarted", "FlowExecutionsSucceeded", "FlowStepExecutionTime", "FlowStepExecutionsFailed", "FlowStepExecutionsStarted", "FlowStepExecutionsSucceeded"},
"AWS/TransitGateway": {"BytesIn", "BytesOut", "PacketDropCountBlackhole", "PacketDropCountNoRoute", "PacketsIn", "PacketsOut"},
"AWS/Translate": {"CharacterCount", "ResponseTime", "ServerErrorCount", "SuccessfulRequestCount", "ThrottledCount", "UserErrorCount"},
"AWS/TrustedAdvisor": {"GreenChecks", "RedChecks", "RedResources", "ServiceLimitUsage", "YellowChecks", "YellowResources"},
"AWS/Usage": {"CallCount"},
"AWS/VPN": {"TunnelDataIn", "TunnelDataOut", "TunnelState"},
"AWS/WorkSpaces": {"Available", "ConnectionAttempt", "ConnectionFailure", "ConnectionSuccess", "InSessionLatency", "Maintenance", "SessionDisconnect", "SessionLaunchTime", "Stopped", "Unhealthy", "UserConnected"},
"ECS/ContainerInsights": {"ContainerInstanceCount", "CpuUtilized", "CpuReserved", "DeploymentCount", "DesiredTaskCount", "MemoryUtilized", "MemoryReserved", "NetworkRxBytes", "NetworkTxBytes", "PendingTaskCount", "RunningTaskCount", "ServiceCount", "StorageReadBytes", "StorageWriteBytes", "TaskCount", "TaskSetCount", "instance_cpu_limit", "instance_cpu_reserved_capacity", "instance_cpu_usage_total", "instance_cpu_utilization", "instance_filesystem_utilization", "instance_memory_limit", "instance_memory_reserved_capacity", "instance_memory_utliization", "instance_memory_working_set", "instance_network_total_bytes", "instance_number_of_running_tasks"},
"ContainerInsights": {"cluster_failed_node_count", "cluster_node_count", "namespace_number_of_running_pods", "node_cpu_limit", "node_cpu_reserved_capacity", "node_cpu_usage_total", "node_cpu_utilization", "node_filesystem_utilization", "node_memory_limit", "node_memory_reserved_capacity", "node_memory_utilization", "node_memory_working_set", "node_network_total_bytes", "node_number_of_running_containers", "node_number_of_running_pods", "pod_cpu_reserved_capacity", "pod_cpu_utilization", "pod_cpu_utilization_over_pod_limit", "pod_memory_reserved_capacity", "pod_memory_utilization", "pod_memory_utilization_over_pod_limit", "pod_number_of_container_restarts", "pod_network_rx_bytes", "pod_network_tx_bytes", "service_number_of_running_pods"},
"Rekognition": {"DetectedFaceCount", "DetectedLabelCount", "ResponseTime", "ServerErrorCount", "SuccessfulRequestCount", "ThrottledCount", "UserErrorCount"},
"WAF": {"AllowedRequests", "BlockedRequests", "CountedRequests", "DDoSAttackBitsPerSecond", "DDoSAttackPacketsPerSecond", "DDoSAttackRequestsPerSecond", "DDoSDetected", "PassedRequests"},
"AWS/Cassandra": {"AccountMaxReads", "AccountMaxTableLevelReads", "AccountMaxTableLevelWrites", "AccountMaxWrites", "AccountProvisionedReadCapacityUtilization", "AccountProvisionedWriteCapacityUtilization", "ConditionalCheckFailedRequests", "ConsumedReadCapacityUnits", "ConsumedWriteCapacityUnits", "MaxProvisionedTableReadCapacityUtilization", "MaxProvisionedTableWriteCapacityUtilization", "ReturnedItemCount", "ReturnedItemCountBySelect", "SuccessfulRequestCount", "SuccessfulRequestLatency", "SystemErrors", "UserErrors"},
}
dimensionsMap = map[string][]string{
"AWS/ACMPrivateCA": {},
"AWS/AmazonMQ": {"Broker", "Queue", "Topic"},
"AWS/ApiGateway": {"ApiName", "Method", "Resource", "Stage"},
"AWS/AppStream": {"Fleet"},
"AWS/AppSync": {"GraphQLAPIId"},
"AWS/ApplicationELB": {"AvailabilityZone", "LoadBalancer", "TargetGroup"},
"AWS/AutoScaling": {"AutoScalingGroupName"},
"AWS/Billing": {"Currency", "LinkedAccount", "ServiceName"},
"AWS/Chatbot": {"ConfigurationName"},
"AWS/CloudFront": {"DistributionId", "Region"},
"AWS/CloudHSM": {"ClusterId", "HsmId", "Region"},
"AWS/CloudSearch": {"ClientId", "DomainName"},
"AWS/CodeBuild": {"ProjectName"},
"AWS/Cognito": {"Operation", "RiskLevel", "UserPoolId"},
"AWS/Connect": {"InstanceId", "MetricGroup", "Participant", "QueueName", "Stream Type", "Type of Connection"},
"AWS/DDoSProtection": {"Region", "Rule", "RuleGroup", "WebACL"},
"AWS/DMS": {"ReplicationInstanceIdentifier", "ReplicationTaskIdentifier"},
"AWS/DocDB": {"DBClusterIdentifier", "DBInstanceIdentifier", "Role"},
"AWS/DX": {"ConnectionId"},
"AWS/DAX": {"Account", "ClusterId", "NodeId"},
"AWS/DynamoDB": {"GlobalSecondaryIndexName", "Operation", "ReceivingRegion", "StreamLabel", "TableName"},
"AWS/EBS": {"VolumeId"},
"AWS/EC2": {"AutoScalingGroupName", "ImageId", "InstanceId", "InstanceType"},
"AWS/EC2/API": {},
"AWS/EC2Spot": {"AvailabilityZone", "FleetRequestId", "InstanceType"},
"AWS/ECS": {"ClusterName", "ServiceName"},
"AWS/EFS": {"FileSystemId"},
"AWS/ELB": {"AvailabilityZone", "LoadBalancerName"},
"AWS/ES": {"ClientId", "DomainName"},
"AWS/ElastiCache": {"CacheClusterId", "CacheNodeId"},
"AWS/ElasticBeanstalk": {"EnvironmentName", "InstanceId"},
"AWS/ElasticInference": {"ElasticInferenceAcceleratorId", "InstanceId"},
"AWS/ElasticMapReduce": {"ClusterId", "JobFlowId", "JobId"},
"AWS/ElasticTranscoder": {"Operation", "PipelineId"},
"AWS/Events": {"RuleName"},
"AWS/FSx": {},
"AWS/Firehose": {"DeliveryStreamName"},
"AWS/GameLift": {"FleetId", "InstanceType", "MatchmakingConfigurationName", "MatchmakingConfigurationName-RuleName", "MetricGroups", "OperatingSystem", "QueueName"},
"AWS/Glue": {"JobName", "JobRunId", "Type"},
"AWS/Inspector": {},
"AWS/IoT": {"ActionType", "BehaviorName", "CheckName", "JobId", "Protocol", "RuleName", "ScheduledAuditName", "SecurityProfileName"},
"AWS/IoTAnalytics": {"ActionType", "ChannelName", "DatasetName", "DatastoreName", "PipelineActivityName", "PipelineActivityType", "PipelineName"},
"AWS/KMS": {"KeyId"},
"AWS/Kafka": {"Broker ID", "Cluster Name", "Topic"},
"AWS/Kinesis": {"ShardId", "StreamName"},
"AWS/KinesisAnalytics": {"Application", "Flow", "Id"},
"AWS/KinesisVideo": {},
"AWS/Lambda": {"Alias", "ExecutedVersion", "FunctionName", "Resource"},
"AWS/Lex": {"BotAlias", "BotChannelName", "BotName", "BotVersion", "InputMode", "Operation", "Source"},
"AWS/Logs": {"DestinationType", "FilterName", "LogGroupName"},
"AWS/ML": {"MLModelId", "RequestMode"},
"AWS/MediaConnect": {},
"AWS/MediaConvert": {"Job", "Operation", "Queue"},
"AWS/MediaPackage": {"Channel", "No Dimension", "OriginEndpoint", "StatusCodeRange"},
"AWS/MediaTailor": {"Configuration Name"},
"AWS/NATGateway": {"NatGatewayId"},
"AWS/Neptune": {"DBClusterIdentifier", "DatabaseClass", "EngineName", "Role"},
"AWS/NetworkELB": {"AvailabilityZone", "LoadBalancer", "TargetGroup"},
"AWS/OpsWorks": {"InstanceId", "LayerId", "StackId"},
"AWS/Polly": {"Operation"},
"AWS/RDS": {"DBClusterIdentifier", "DBInstanceIdentifier", "DatabaseClass", "DbClusterIdentifier", "EngineName", "Role", "SourceRegion"},
"AWS/Redshift": {"ClusterIdentifier", "NodeID", "service class", "stage", "latency", "wlmid"},
"AWS/Route53": {"HealthCheckId", "Region"},
"AWS/Route53Resolver": {"EndpointId"},
"AWS/S3": {"BucketName", "FilterId", "StorageType"},
"AWS/SES": {},
"AWS/SNS": {"Application", "Country", "Platform", "SMSType", "TopicName"},
"AWS/SQS": {"QueueName"},
"AWS/SWF": {"APIName", "ActivityTypeName", "ActivityTypeVersion", "DecisionName", "Domain", "TaskListName", "WorkflowTypeName", "WorkflowTypeVersion"},
"AWS/SageMaker": {"EndpointName", "Host", "LabelingJobName", "VariantName"},
"AWS/States": {"APIName", "ActivityArn", "LambdaFunctionArn", "StateMachineArn", "StateTransition"},
"AWS/StorageGateway": {"GatewayId", "GatewayName", "VolumeId"},
"AWS/Textract": {},
"AWS/ThingsGraph": {"FlowTemplateId", "StepName", "SystemTemplateId"},
"AWS/TransitGateway": {"TransitGateway"},
"AWS/Translate": {"LanguagePair", "Operation"},
"AWS/TrustedAdvisor": {},
"AWS/Usage": {"Class", "Resource", "Service", "Type"},
"AWS/VPN": {"TunnelIpAddress", "VpnId"},
"AWS/WorkSpaces": {"DirectoryId", "WorkspaceId"},
"ECS/ContainerInsights": {"ClusterName", "ServiceName", "TaskDefinitionFamily", "EC2InstanceId", "ContainerInstanceId"},
"ContainerInsights": {"ClusterName", "NodeName", "Namespace", "InstanceId", "PodName", "Service"},
"Rekognition": {},
"WAF": {"Region", "Rule", "RuleGroup", "WebACL"},
"AWS/Cassandra": {"Keyspace", "Operation", "TableName"},
}
customMetricsMetricsMap = make(map[string]map[string]map[string]*CustomMetricsCache)
customMetricsDimensionsMap = make(map[string]map[string]map[string]*CustomMetricsCache)
var dimensionsMap = map[string][]string{
"AWS/ACMPrivateCA": {},
"AWS/AmazonMQ": {"Broker", "Queue", "Topic"},
"AWS/ApiGateway": {"ApiName", "Method", "Resource", "Stage"},
"AWS/AppStream": {"Fleet"},
"AWS/AppSync": {"GraphQLAPIId"},
"AWS/ApplicationELB": {"AvailabilityZone", "LoadBalancer", "TargetGroup"},
"AWS/AutoScaling": {"AutoScalingGroupName"},
"AWS/Billing": {"Currency", "LinkedAccount", "ServiceName"},
"AWS/Chatbot": {"ConfigurationName"},
"AWS/CloudFront": {"DistributionId", "Region"},
"AWS/CloudHSM": {"ClusterId", "HsmId", "Region"},
"AWS/CloudSearch": {"ClientId", "DomainName"},
"AWS/CodeBuild": {"ProjectName"},
"AWS/Cognito": {"Operation", "RiskLevel", "UserPoolId"},
"AWS/Connect": {"InstanceId", "MetricGroup", "Participant", "QueueName", "Stream Type", "Type of Connection"},
"AWS/DDoSProtection": {"Region", "Rule", "RuleGroup", "WebACL"},
"AWS/DMS": {"ReplicationInstanceIdentifier", "ReplicationTaskIdentifier"},
"AWS/DocDB": {"DBClusterIdentifier", "DBInstanceIdentifier", "Role"},
"AWS/DX": {"ConnectionId"},
"AWS/DAX": {"Account", "ClusterId", "NodeId"},
"AWS/DynamoDB": {"GlobalSecondaryIndexName", "Operation", "ReceivingRegion", "StreamLabel", "TableName"},
"AWS/EBS": {"VolumeId"},
"AWS/EC2": {"AutoScalingGroupName", "ImageId", "InstanceId", "InstanceType"},
"AWS/EC2/API": {},
"AWS/EC2Spot": {"AvailabilityZone", "FleetRequestId", "InstanceType"},
"AWS/ECS": {"ClusterName", "ServiceName"},
"AWS/EFS": {"FileSystemId"},
"AWS/ELB": {"AvailabilityZone", "LoadBalancerName"},
"AWS/ES": {"ClientId", "DomainName"},
"AWS/ElastiCache": {"CacheClusterId", "CacheNodeId"},
"AWS/ElasticBeanstalk": {"EnvironmentName", "InstanceId"},
"AWS/ElasticInference": {"ElasticInferenceAcceleratorId", "InstanceId"},
"AWS/ElasticMapReduce": {"ClusterId", "JobFlowId", "JobId"},
"AWS/ElasticTranscoder": {"Operation", "PipelineId"},
"AWS/Events": {"RuleName"},
"AWS/FSx": {},
"AWS/Firehose": {"DeliveryStreamName"},
"AWS/GameLift": {"FleetId", "InstanceType", "MatchmakingConfigurationName", "MatchmakingConfigurationName-RuleName", "MetricGroups", "OperatingSystem", "QueueName"},
"AWS/Glue": {"JobName", "JobRunId", "Type"},
"AWS/Inspector": {},
"AWS/IoT": {"ActionType", "BehaviorName", "CheckName", "JobId", "Protocol", "RuleName", "ScheduledAuditName", "SecurityProfileName"},
"AWS/IoTAnalytics": {"ActionType", "ChannelName", "DatasetName", "DatastoreName", "PipelineActivityName", "PipelineActivityType", "PipelineName"},
"AWS/KMS": {"KeyId"},
"AWS/Kafka": {"Broker ID", "Cluster Name", "Topic"},
"AWS/Kinesis": {"ShardId", "StreamName"},
"AWS/KinesisAnalytics": {"Application", "Flow", "Id"},
"AWS/KinesisVideo": {},
"AWS/Lambda": {"Alias", "ExecutedVersion", "FunctionName", "Resource"},
"AWS/Lex": {"BotAlias", "BotChannelName", "BotName", "BotVersion", "InputMode", "Operation", "Source"},
"AWS/Logs": {"DestinationType", "FilterName", "LogGroupName"},
"AWS/ML": {"MLModelId", "RequestMode"},
"AWS/MediaConnect": {},
"AWS/MediaConvert": {"Job", "Operation", "Queue"},
"AWS/MediaPackage": {"Channel", "No Dimension", "OriginEndpoint", "StatusCodeRange"},
"AWS/MediaTailor": {"Configuration Name"},
"AWS/NATGateway": {"NatGatewayId"},
"AWS/Neptune": {"DBClusterIdentifier", "DatabaseClass", "EngineName", "Role"},
"AWS/NetworkELB": {"AvailabilityZone", "LoadBalancer", "TargetGroup"},
"AWS/OpsWorks": {"InstanceId", "LayerId", "StackId"},
"AWS/Polly": {"Operation"},
"AWS/RDS": {"DBClusterIdentifier", "DBInstanceIdentifier", "DatabaseClass", "DbClusterIdentifier", "EngineName", "Role", "SourceRegion"},
"AWS/Redshift": {"ClusterIdentifier", "NodeID", "service class", "stage", "latency", "wlmid"},
"AWS/Route53": {"HealthCheckId", "Region"},
"AWS/Route53Resolver": {"EndpointId"},
"AWS/S3": {"BucketName", "FilterId", "StorageType"},
"AWS/SES": {},
"AWS/SNS": {"Application", "Country", "Platform", "SMSType", "TopicName"},
"AWS/SQS": {"QueueName"},
"AWS/SWF": {"APIName", "ActivityTypeName", "ActivityTypeVersion", "DecisionName", "Domain", "TaskListName", "WorkflowTypeName", "WorkflowTypeVersion"},
"AWS/SageMaker": {"EndpointName", "Host", "LabelingJobName", "VariantName"},
"AWS/States": {"APIName", "ActivityArn", "LambdaFunctionArn", "StateMachineArn", "StateTransition"},
"AWS/StorageGateway": {"GatewayId", "GatewayName", "VolumeId"},
"AWS/Textract": {},
"AWS/ThingsGraph": {"FlowTemplateId", "StepName", "SystemTemplateId"},
"AWS/TransitGateway": {"TransitGateway"},
"AWS/Translate": {"LanguagePair", "Operation"},
"AWS/TrustedAdvisor": {},
"AWS/Usage": {"Class", "Resource", "Service", "Type"},
"AWS/VPN": {"TunnelIpAddress", "VpnId"},
"AWS/WorkSpaces": {"DirectoryId", "WorkspaceId"},
"ECS/ContainerInsights": {"ClusterName", "ServiceName", "TaskDefinitionFamily", "EC2InstanceId", "ContainerInstanceId"},
"ContainerInsights": {"ClusterName", "NodeName", "Namespace", "InstanceId", "PodName", "Service"},
"Rekognition": {},
"WAF": {"Region", "Rule", "RuleGroup", "WebACL"},
"AWS/Cassandra": {"Keyspace", "Operation", "TableName"},
}
var regionCache sync.Map
func (e *CloudWatchExecutor) executeMetricFindQuery(ctx context.Context, queryContext *tsdb.TsdbQuery) (*tsdb.Response, error) {
result := &tsdb.Response{
Results: make(map[string]*tsdb.QueryResult),
}
firstQuery := queryContext.Queries[0]
queryResult := &tsdb.QueryResult{Meta: simplejson.New(), RefId: firstQuery.RefId}
parameters := firstQuery.Model
subType := firstQuery.Model.Get("subtype").MustString()
@ -248,24 +237,38 @@ func (e *CloudWatchExecutor) executeMetricFindQuery(ctx context.Context, queryCo
case "resource_arns":
data, err = e.handleGetResourceArns(ctx, parameters, queryContext)
}
if err != nil {
return nil, err
}
queryResult := &tsdb.QueryResult{Meta: simplejson.New(), RefId: firstQuery.RefId}
transformToTable(data, queryResult)
result.Results[firstQuery.RefId] = queryResult
return result, err
result := &tsdb.Response{
Results: map[string]*tsdb.QueryResult{
firstQuery.RefId: queryResult,
},
}
return result, nil
}
func transformToTable(data []suggestData, result *tsdb.QueryResult) {
table := &tsdb.Table{
Columns: make([]tsdb.TableColumn, 2),
Rows: make([]tsdb.RowValues, 0),
Columns: []tsdb.TableColumn{
{
Text: "text",
},
{
Text: "value",
},
},
Rows: make([]tsdb.RowValues, 0),
}
table.Columns[0].Text = "text"
table.Columns[1].Text = "value"
for _, r := range data {
values := make([]interface{}, 2)
values[0] = r.Text
values[1] = r.Value
values := []interface{}{
r.Text,
r.Value,
}
table.Rows = append(table.Rows, values)
}
result.Tables = append(result.Tables, table)
@ -274,19 +277,19 @@ func transformToTable(data []suggestData, result *tsdb.QueryResult) {
func parseMultiSelectValue(input string) []string {
trimmedInput := strings.TrimSpace(input)
if strings.HasPrefix(trimmedInput, "{") {
values := strings.Split(strings.TrimRight(strings.TrimLeft(trimmedInput, "{"), "}"), ",")
trimValues := make([]string, len(values))
trimmedValues := make([]string, len(values))
for i, v := range values {
trimValues[i] = strings.TrimSpace(v)
trimmedValues[i] = strings.TrimSpace(v)
}
return trimValues
return trimmedValues
}
return []string{trimmedInput}
}
// Whenever this list is updated, frontend list should also be updated.
// Whenever this list is updated, the frontend list should also be updated.
// Please update the region list in public/app/plugins/datasource/cloudwatch/partials/config.html
func (e *CloudWatchExecutor) handleGetRegions(ctx context.Context, parameters *simplejson.Json, queryContext *tsdb.TsdbQuery) ([]suggestData, error) {
dsInfo := e.getDsInfo("default")
@ -342,12 +345,10 @@ func (e *CloudWatchExecutor) handleGetNamespaces(ctx context.Context, parameters
for key := range metricsMap {
keys = append(keys, key)
}
customNamespaces := e.DataSource.JsonData.Get("customMetricsNamespaces").MustString()
if customNamespaces != "" {
keys = append(keys, strings.Split(customNamespaces, ",")...)
}
sort.Strings(keys)
result := make([]suggestData, 0)
@ -366,7 +367,7 @@ func (e *CloudWatchExecutor) handleGetMetrics(ctx context.Context, parameters *s
if !isCustomMetrics(namespace) {
var exists bool
if namespaceMetrics, exists = metricsMap[namespace]; !exists {
return nil, errors.New("Unable to find namespace " + namespace)
return nil, fmt.Errorf("unable to find namespace %q", namespace)
}
} else {
var err error
@ -395,7 +396,7 @@ func (e *CloudWatchExecutor) handleGetDimensions(ctx context.Context, parameters
if !isCustomMetrics(namespace) {
var exists bool
if dimensionValues, exists = dimensionsMap[namespace]; !exists {
return nil, errors.New("Unable to find dimension " + namespace)
return nil, fmt.Errorf("unable to find dimension %q", namespace)
}
} else {
var err error
@ -453,6 +454,7 @@ func (e *CloudWatchExecutor) handleGetDimensionValues(ctx context.Context, param
if _, exists := dupCheck[*dim.Value]; exists {
continue
}
dupCheck[*dim.Value] = true
result = append(result, suggestData{Text: *dim.Value, Value: *dim.Value})
}
@ -580,6 +582,7 @@ func (e *CloudWatchExecutor) handleGetEc2InstanceAttribute(ctx context.Context,
if _, exists := dupCheck[data]; exists {
continue
}
dupCheck[data] = true
result = append(result, suggestData{Text: data, Value: data})
}
@ -667,7 +670,7 @@ func (e *CloudWatchExecutor) cloudwatchListMetrics(region string, namespace stri
}
var resp cloudwatch.ListMetricsOutput
err = svc.ListMetricsPages(params,
if err := svc.ListMetricsPages(params,
func(page *cloudwatch.ListMetricsOutput, lastPage bool) bool {
metrics.MAwsCloudWatchListMetrics.Inc()
metrics, _ := awsutil.ValuesAtPath(page, "Metrics")
@ -675,9 +678,8 @@ func (e *CloudWatchExecutor) cloudwatchListMetrics(region string, namespace stri
resp.Metrics = append(resp.Metrics, metric.(*cloudwatch.Metric))
}
return !lastPage
})
if err != nil {
return nil, fmt.Errorf("Failed to call cloudwatch:ListMetrics, %w", err)
}); err != nil {
return nil, fmt.Errorf("failed to call cloudwatch:ListMetrics: %w", err)
}
return &resp, nil
@ -747,15 +749,18 @@ func getAllMetrics(cwData *DatasourceInfo) (cloudwatch.ListMetricsOutput, error)
}
var resp cloudwatch.ListMetricsOutput
err = svc.ListMetricsPages(params,
func(page *cloudwatch.ListMetricsOutput, lastPage bool) bool {
metrics.MAwsCloudWatchListMetrics.Inc()
metrics, _ := awsutil.ValuesAtPath(page, "Metrics")
for _, metric := range metrics {
resp.Metrics = append(resp.Metrics, metric.(*cloudwatch.Metric))
}
err = svc.ListMetricsPages(params, func(page *cloudwatch.ListMetricsOutput, lastPage bool) bool {
metrics.MAwsCloudWatchListMetrics.Inc()
metrics, err := awsutil.ValuesAtPath(page, "Metrics")
if err != nil {
return !lastPage
})
}
for _, metric := range metrics {
resp.Metrics = append(resp.Metrics, metric.(*cloudwatch.Metric))
}
return !lastPage
})
return resp, err
}

85
pkg/tsdb/cloudwatch/metric_find_query_test.go
Unescape View File

@ -14,8 +14,8 @@ import (
"github.com/grafana/grafana/pkg/components/simplejson"
"github.com/grafana/grafana/pkg/models"
"github.com/grafana/grafana/pkg/tsdb"
. "github.com/smartystreets/goconvey/convey"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
type mockedEc2 struct {
@ -44,7 +44,7 @@ func (m mockedRGTA) GetResourcesPages(in *resourcegroupstaggingapi.GetResourcesI
func TestCloudWatchMetrics(t *testing.T) {
Convey("When calling getMetricsForCustomMetrics", t, func() {
t.Run("When calling getMetricsForCustomMetrics", func(t *testing.T) {
dsInfo := &DatasourceInfo{
Region: "us-east-1",
Namespace: "Foo",
@ -65,14 +65,13 @@ func TestCloudWatchMetrics(t *testing.T) {
},
}, nil
}
metrics, _ := getMetricsForCustomMetrics(dsInfo, f)
metrics, err := getMetricsForCustomMetrics(dsInfo, f)
require.NoError(t, err)
Convey("Should contain Test_MetricName", func() {
So(metrics, ShouldContain, "Test_MetricName")
})
assert.Contains(t, metrics, "Test_MetricName")
})
Convey("When calling getDimensionsForCustomMetrics", t, func() {
t.Run("When calling getDimensionsForCustomMetrics", func(t *testing.T) {
dsInfo := &DatasourceInfo{
Region: "us-east-1",
Namespace: "Foo",
@ -93,14 +92,13 @@ func TestCloudWatchMetrics(t *testing.T) {
},
}, nil
}
dimensionKeys, _ := getDimensionsForCustomMetrics(dsInfo, f)
dimensionKeys, err := getDimensionsForCustomMetrics(dsInfo, f)
require.NoError(t, err)
Convey("Should contain Test_DimensionName", func() {
So(dimensionKeys, ShouldContain, "Test_DimensionName")
})
assert.Contains(t, dimensionKeys, "Test_DimensionName")
})
Convey("When calling handleGetRegions", t, func() {
t.Run("When calling handleGetRegions", func(t *testing.T) {
executor := &CloudWatchExecutor{
ec2Svc: mockedEc2{RespRegions: ec2.DescribeRegionsOutput{
Regions: []*ec2.Region{
@ -117,16 +115,15 @@ func TestCloudWatchMetrics(t *testing.T) {
SecureJsonData: securejsondata.SecureJsonData{},
}
result, _ := executor.handleGetRegions(context.Background(), simplejson.New(), &tsdb.TsdbQuery{})
result, err := executor.handleGetRegions(context.Background(), simplejson.New(), &tsdb.TsdbQuery{})
require.NoError(t, err)
Convey("Should return regions", func() {
So(result[0].Text, ShouldEqual, "ap-east-1")
So(result[1].Text, ShouldEqual, "ap-northeast-1")
So(result[2].Text, ShouldEqual, "ap-northeast-2")
})
assert.Equal(t, "ap-east-1", result[0].Text)
assert.Equal(t, "ap-northeast-1", result[1].Text)
assert.Equal(t, "ap-northeast-2", result[2].Text)
})
Convey("When calling handleGetEc2InstanceAttribute", t, func() {
t.Run("When calling handleGetEc2InstanceAttribute", func(t *testing.T) {
executor := &CloudWatchExecutor{
ec2Svc: mockedEc2{Resp: ec2.DescribeInstancesOutput{
Reservations: []*ec2.Reservation{
@ -153,15 +150,13 @@ func TestCloudWatchMetrics(t *testing.T) {
filters := make(map[string]interface{})
filters["tag:Environment"] = []string{"production"}
json.Set("filters", filters)
result, _ := executor.handleGetEc2InstanceAttribute(context.Background(), json, &tsdb.TsdbQuery{})
result, err := executor.handleGetEc2InstanceAttribute(context.Background(), json, &tsdb.TsdbQuery{})
require.NoError(t, err)
Convey("Should equal production InstanceId", func() {
So(result[0].Text, ShouldEqual, "i-12345678")
})
assert.Equal(t, "i-12345678", result[0].Text)
})
Convey("When calling handleGetEbsVolumeIds", t, func() {
t.Run("When calling handleGetEbsVolumeIds", func(t *testing.T) {
executor := &CloudWatchExecutor{
ec2Svc: mockedEc2{Resp: ec2.DescribeInstancesOutput{
Reservations: []*ec2.Reservation{
@ -208,22 +203,21 @@ func TestCloudWatchMetrics(t *testing.T) {
json := simplejson.New()
json.Set("region", "us-east-1")
json.Set("instanceId", "{i-1, i-2, i-3, i-4}")
result, _ := executor.handleGetEbsVolumeIds(context.Background(), json, &tsdb.TsdbQuery{})
result, err := executor.handleGetEbsVolumeIds(context.Background(), json, &tsdb.TsdbQuery{})
require.NoError(t, err)
Convey("Should return all 8 VolumeIds", func() {
So(len(result), ShouldEqual, 8)
So(result[0].Text, ShouldEqual, "vol-1-1")
So(result[1].Text, ShouldEqual, "vol-1-2")
So(result[2].Text, ShouldEqual, "vol-2-1")
So(result[3].Text, ShouldEqual, "vol-2-2")
So(result[4].Text, ShouldEqual, "vol-3-1")
So(result[5].Text, ShouldEqual, "vol-3-2")
So(result[6].Text, ShouldEqual, "vol-4-1")
So(result[7].Text, ShouldEqual, "vol-4-2")
})
require.Len(t, result, 8)
assert.Equal(t, "vol-1-1", result[0].Text)
assert.Equal(t, "vol-1-2", result[1].Text)
assert.Equal(t, "vol-2-1", result[2].Text)
assert.Equal(t, "vol-2-2", result[3].Text)
assert.Equal(t, "vol-3-1", result[4].Text)
assert.Equal(t, "vol-3-2", result[5].Text)
assert.Equal(t, "vol-4-1", result[6].Text)
assert.Equal(t, "vol-4-2", result[7].Text)
})
Convey("When calling handleGetResourceArns", t, func() {
t.Run("When calling handleGetResourceArns", func(t *testing.T) {
executor := &CloudWatchExecutor{
rgtaSvc: mockedRGTA{
Resp: resourcegroupstaggingapi.GetResourcesOutput{
@ -257,15 +251,13 @@ func TestCloudWatchMetrics(t *testing.T) {
tags := make(map[string]interface{})
tags["Environment"] = []string{"production"}
json.Set("tags", tags)
result, _ := executor.handleGetResourceArns(context.Background(), json, &tsdb.TsdbQuery{})
Convey("Should return all two instances", func() {
So(result[0].Text, ShouldEqual, "arn:aws:ec2:us-east-1:123456789012:instance/i-12345678901234567")
So(result[0].Value, ShouldEqual, "arn:aws:ec2:us-east-1:123456789012:instance/i-12345678901234567")
So(result[1].Text, ShouldEqual, "arn:aws:ec2:us-east-1:123456789012:instance/i-76543210987654321")
So(result[1].Value, ShouldEqual, "arn:aws:ec2:us-east-1:123456789012:instance/i-76543210987654321")
result, err := executor.handleGetResourceArns(context.Background(), json, &tsdb.TsdbQuery{})
require.NoError(t, err)
})
assert.Equal(t, "arn:aws:ec2:us-east-1:123456789012:instance/i-12345678901234567", result[0].Text)
assert.Equal(t, "arn:aws:ec2:us-east-1:123456789012:instance/i-12345678901234567", result[0].Value)
assert.Equal(t, "arn:aws:ec2:us-east-1:123456789012:instance/i-76543210987654321", result[1].Text)
assert.Equal(t, "arn:aws:ec2:us-east-1:123456789012:instance/i-76543210987654321", result[1].Value)
})
}
@ -281,5 +273,4 @@ func TestParseMultiSelectValue(t *testing.T) {
values = parseMultiSelectValue("i-{01}")
assert.Equal(t, []string{"i-{01}"}, values)
}

13
pkg/tsdb/cloudwatch/query_transformer.go
Unescape View File

@ -25,6 +25,10 @@ func (e *CloudWatchExecutor) transformRequestQueriesToCloudWatchQueries(requestQ
id = fmt.Sprintf("%s_%v", id, strings.ReplaceAll(*stat, ".", "_"))
}
if _, ok := cloudwatchQueries[id]; ok {
return nil, fmt.Errorf("error in query %q - query ID %q is not unique", requestQuery.RefId, id)
}
query := &cloudWatchQuery{
Id: id,
RefId: requestQuery.RefId,
@ -39,11 +43,6 @@ func (e *CloudWatchExecutor) transformRequestQueriesToCloudWatchQueries(requestQ
ReturnData: requestQuery.ReturnData,
MatchExact: requestQuery.MatchExact,
}
if _, ok := cloudwatchQueries[id]; ok {
return nil, fmt.Errorf("Error in query %s. Query id %s is not unique", query.RefId, query.Id)
}
cloudwatchQueries[id] = query
}
}
@ -52,13 +51,12 @@ func (e *CloudWatchExecutor) transformRequestQueriesToCloudWatchQueries(requestQ
}
func (e *CloudWatchExecutor) transformQueryResponseToQueryResult(cloudwatchResponses []*cloudwatchResponse) map[string]*tsdb.QueryResult {
results := make(map[string]*tsdb.QueryResult)
responsesByRefID := make(map[string][]*cloudwatchResponse)
for _, res := range cloudwatchResponses {
responsesByRefID[res.RefId] = append(responsesByRefID[res.RefId], res)
}
results := make(map[string]*tsdb.QueryResult)
for refID, responses := range responsesByRefID {
queryResult := tsdb.NewQueryResult()
queryResult.RefId = refID
@ -94,7 +92,6 @@ func (e *CloudWatchExecutor) transformQueryResponseToQueryResult(cloudwatchRespo
if requestExceededMaxLimit {
queryResult.ErrorString = "Cloudwatch GetMetricData error: Maximum number of allowed metrics exceeded. Your search may have been limited."
}
if partialData {
queryResult.ErrorString = "Cloudwatch GetMetricData error: Too many datapoints requested - your search has been limited. Please try to reduce the time range"
}

17
pkg/tsdb/cloudwatch/request_parser.go
Unescape View File

@ -17,18 +17,18 @@ import (
// Parses the json queries and returns a requestQuery. The requestQuery has a 1 to 1 mapping to a query editor row
func (e *CloudWatchExecutor) parseQueries(queryContext *tsdb.TsdbQuery, startTime time.Time, endTime time.Time) (map[string][]*requestQuery, error) {
requestQueries := make(map[string][]*requestQuery)
for i, model := range queryContext.Queries {
queryType := model.Model.Get("type").MustString()
if queryType != "timeSeriesQuery" && queryType != "" {
continue
}
RefID := queryContext.Queries[i].RefId
query, err := parseRequestQuery(queryContext.Queries[i].Model, RefID, startTime, endTime)
refID := queryContext.Queries[i].RefId
query, err := parseRequestQuery(queryContext.Queries[i].Model, refID, startTime, endTime)
if err != nil {
return nil, &queryError{err, RefID}
return nil, &queryError{err: err, RefID: refID}
}
if _, exist := requestQueries[query.Region]; !exist {
requestQueries[query.Region] = make([]*requestQuery, 0)
}
@ -39,26 +39,23 @@ func (e *CloudWatchExecutor) parseQueries(queryContext *tsdb.TsdbQuery, startTim
}
func parseRequestQuery(model *simplejson.Json, refId string, startTime time.Time, endTime time.Time) (*requestQuery, error) {
reNumber := regexp.MustCompile(`^\d+$`)
region, err := model.Get("region").String()
if err != nil {
return nil, err
}
namespace, err := model.Get("namespace").String()
if err != nil {
return nil, err
}
metricName, err := model.Get("metricName").String()
if err != nil {
return nil, err
}
dimensions, err := parseDimensions(model)
if err != nil {
return nil, err
}
statistics, err := parseStatistics(model)
if err != nil {
return nil, err
@ -78,7 +75,7 @@ func parseRequestQuery(model *simplejson.Json, refId string, startTime time.Time
}
}
} else {
if regexp.MustCompile(`^\d+$`).Match([]byte(p)) {
if reNumber.Match([]byte(p)) {
period, err = strconv.Atoi(p)
if err != nil {
return nil, err
@ -124,7 +121,6 @@ func parseRequestQuery(model *simplejson.Json, refId string, startTime time.Time
func parseStatistics(model *simplejson.Json) ([]string, error) {
var statistics []string
for _, s := range model.Get("statistics").MustArray() {
statistics = append(statistics, s.(string))
}
@ -148,7 +144,6 @@ func parseDimensions(model *simplejson.Json) (map[string][]string, error) {
}
sortedDimensions := sortDimensions(parsedDimensions)
return sortedDimensions, nil
}

12
pkg/tsdb/cloudwatch/request_parser_test.go
Unescape View File

@ -12,8 +12,10 @@ import (
func TestRequestParser(t *testing.T) {
Convey("TestRequestParser", t, func() {
timeRange := tsdb.NewTimeRange("now-1h", "now-2h")
from, _ := timeRange.ParseFrom()
to, _ := timeRange.ParseTo()
from, err := timeRange.ParseFrom()
So(err, ShouldBeNil)
to, err := timeRange.ParseTo()
So(err, ShouldBeNil)
Convey("when parsing query editor row json", func() {
Convey("using new dimensions structure", func() {
query := simplejson.NewFromAny(map[string]interface{}{
@ -102,8 +104,10 @@ func TestRequestParser(t *testing.T) {
Convey("when time range is short", func() {
query.Set("period", "900")
timeRange := tsdb.NewTimeRange("now-1h", "now-2h")
from, _ := timeRange.ParseFrom()
to, _ := timeRange.ParseTo()
from, err := timeRange.ParseFrom()
So(err, ShouldBeNil)
to, err := timeRange.ParseTo()
So(err, ShouldBeNil)
res, err := parseRequestQuery(query, "ref1", from, to)
So(err, ShouldBeNil)

41
pkg/tsdb/cloudwatch/response_parser.go
Unescape View File

@ -14,7 +14,6 @@ import (
func (e *CloudWatchExecutor) parseResponse(metricDataOutputs []*cloudwatch.GetMetricDataOutput, queries map[string]*cloudWatchQuery) ([]*cloudwatchResponse, error) {
mdr := make(map[string]map[string]*cloudwatch.MetricDataResult)
for _, mdo := range metricDataOutputs {
requestExceededMaxLimit := false
for _, message := range mdo.Messages {
@ -42,20 +41,20 @@ func (e *CloudWatchExecutor) parseResponse(metricDataOutputs []*cloudwatch.GetMe
cloudWatchResponses := make([]*cloudwatchResponse, 0)
for id, lr := range mdr {
response := &cloudwatchResponse{}
series, partialData, err := parseGetMetricDataTimeSeries(lr, queries[id])
if err != nil {
return cloudWatchResponses, err
return nil, err
}
response.series = series
response.Period = queries[id].Period
response.Expression = queries[id].UsedExpression
response.RefId = queries[id].RefId
response.Id = queries[id].Id
response.RequestExceededMaxLimit = queries[id].RequestExceededMaxLimit
response.PartialData = partialData
response := &cloudwatchResponse{
series: series,
Period: queries[id].Period,
Expression: queries[id].UsedExpression,
RefId: queries[id].RefId,
Id: queries[id].Id,
RequestExceededMaxLimit: queries[id].RequestExceededMaxLimit,
PartialData: partialData,
}
cloudWatchResponses = append(cloudWatchResponses, response)
}
@ -63,14 +62,14 @@ func (e *CloudWatchExecutor) parseResponse(metricDataOutputs []*cloudwatch.GetMe
}
func parseGetMetricDataTimeSeries(metricDataResults map[string]*cloudwatch.MetricDataResult, query *cloudWatchQuery) (*tsdb.TimeSeriesSlice, bool, error) {
result := tsdb.TimeSeriesSlice{}
partialData := false
metricDataResultLabels := make([]string, 0)
for k := range metricDataResults {
metricDataResultLabels = append(metricDataResultLabels, k)
}
sort.Strings(metricDataResultLabels)
partialData := false
result := tsdb.TimeSeriesSlice{}
for _, label := range metricDataResultLabels {
metricDataResult := metricDataResults[label]
if *metricDataResult.StatusCode != "Complete" {
@ -79,7 +78,7 @@ func parseGetMetricDataTimeSeries(metricDataResults map[string]*cloudwatch.Metri
for _, message := range metricDataResult.Messages {
if *message.Code == "ArithmeticError" {
return nil, false, fmt.Errorf("ArithmeticError in query %s: %s", query.RefId, *message.Value)
return nil, false, fmt.Errorf("ArithmeticError in query %q: %s", query.RefId, *message.Value)
}
}
@ -169,17 +168,17 @@ func formatAlias(query *cloudWatchQuery, stat string, dimensions map[string]stri
if len(query.Alias) == 0 && query.isMathExpression() {
return query.Id
}
if len(query.Alias) == 0 && query.isInferredSearchExpression() && !query.isMultiValuedDimensionExpression() {
return label
}
data := map[string]string{}
data["region"] = region
data["namespace"] = namespace
data["metric"] = metricName
data["stat"] = stat
data["period"] = period
data := map[string]string{
"region": region,
"namespace": namespace,
"metric": metricName,
"stat": stat,
"period": period,
}
if len(label) != 0 {
data["label"] = label
}

129
pkg/tsdb/cloudwatch/time_series_query.go
Unescape View File

@ -10,107 +10,108 @@ import (
)
func (e *CloudWatchExecutor) executeTimeSeriesQuery(ctx context.Context, queryContext *tsdb.TsdbQuery) (*tsdb.Response, error) {
results := &tsdb.Response{
Results: make(map[string]*tsdb.QueryResult),
}
startTime, err := queryContext.TimeRange.ParseFrom()
if err != nil {
return nil, err
}
endTime, err := queryContext.TimeRange.ParseTo()
if err != nil {
return nil, err
}
if !startTime.Before(endTime) {
return nil, fmt.Errorf("Invalid time range: Start time must be before end time")
return nil, fmt.Errorf("invalid time range: start time must be before end time")
}
requestQueriesByRegion, err := e.parseQueries(queryContext, startTime, endTime)
if err != nil {
return results, err
return nil, err
}
if len(requestQueriesByRegion) == 0 {
return &tsdb.Response{
Results: make(map[string]*tsdb.QueryResult),
}, nil
}
resultChan := make(chan *tsdb.QueryResult, len(queryContext.Queries))
eg, ectx := errgroup.WithContext(ctx)
if len(requestQueriesByRegion) > 0 {
for r, q := range requestQueriesByRegion {
requestQueries := q
region := r
eg.Go(func() error {
defer func() {
if err := recover(); err != nil {
plog.Error("Execute Get Metric Data Query Panic", "error", err, "stack", log.Stack(1))
if theErr, ok := err.(error); ok {
resultChan <- &tsdb.QueryResult{
Error: theErr,
}
for r, q := range requestQueriesByRegion {
requestQueries := q
region := r
eg.Go(func() error {
defer func() {
if err := recover(); err != nil {
plog.Error("Execute Get Metric Data Query Panic", "error", err, "stack", log.Stack(1))
if theErr, ok := err.(error); ok {
resultChan <- &tsdb.QueryResult{
Error: theErr,
}
}
}()
client, err := e.getClient(region)
if err != nil {
return err
}
}()
queries, err := e.transformRequestQueriesToCloudWatchQueries(requestQueries)
if err != nil {
for _, query := range requestQueries {
resultChan <- &tsdb.QueryResult{
RefId: query.RefId,
Error: err,
}
client, err := e.getClient(region)
if err != nil {
return err
}
queries, err := e.transformRequestQueriesToCloudWatchQueries(requestQueries)
if err != nil {
for _, query := range requestQueries {
resultChan <- &tsdb.QueryResult{
RefId: query.RefId,
Error: err,
}
return nil
}
return nil
}
metricDataInput, err := e.buildMetricDataInput(startTime, endTime, queries)
if err != nil {
return err
}
metricDataInput, err := e.buildMetricDataInput(startTime, endTime, queries)
if err != nil {
return err
}
cloudwatchResponses := make([]*cloudwatchResponse, 0)
mdo, err := e.executeRequest(ectx, client, metricDataInput)
if err != nil {
for _, query := range requestQueries {
resultChan <- &tsdb.QueryResult{
RefId: query.RefId,
Error: err,
}
cloudwatchResponses := make([]*cloudwatchResponse, 0)
mdo, err := e.executeRequest(ectx, client, metricDataInput)
if err != nil {
for _, query := range requestQueries {
resultChan <- &tsdb.QueryResult{
RefId: query.RefId,
Error: err,
}
return nil
}
return nil
}
responses, err := e.parseResponse(mdo, queries)
if err != nil {
for _, query := range requestQueries {
resultChan <- &tsdb.QueryResult{
RefId: query.RefId,
Error: err,
}
responses, err := e.parseResponse(mdo, queries)
if err != nil {
for _, query := range requestQueries {
resultChan <- &tsdb.QueryResult{
RefId: query.RefId,
Error: err,
}
return nil
}
cloudwatchResponses = append(cloudwatchResponses, responses...)
res := e.transformQueryResponseToQueryResult(cloudwatchResponses)
for _, queryRes := range res {
resultChan <- queryRes
}
return nil
})
}
}
}
cloudwatchResponses = append(cloudwatchResponses, responses...)
res := e.transformQueryResponseToQueryResult(cloudwatchResponses)
for _, queryRes := range res {
resultChan <- queryRes
}
return nil
})
}
if err := eg.Wait(); err != nil {
return nil, err
}
close(resultChan)
results := &tsdb.Response{
Results: make(map[string]*tsdb.QueryResult),
}
for result := range resultChan {
results.Results[result.RefId] = result
}
return results, nil
}

23
pkg/tsdb/cloudwatch/time_series_query_test.go
Unescape View File

@ -5,24 +5,19 @@ import (
"testing"
"github.com/grafana/grafana/pkg/tsdb"
. "github.com/smartystreets/goconvey/convey"
"github.com/stretchr/testify/assert"
)
func TestTimeSeriesQuery(t *testing.T) {
Convey("TestTimeSeriesQuery", t, func() {
executor := &CloudWatchExecutor{}
executor := &CloudWatchExecutor{}
Convey("Time range is valid", func() {
Convey("End time before start time should result in error", func() {
_, err := executor.executeTimeSeriesQuery(context.TODO(), &tsdb.TsdbQuery{TimeRange: tsdb.NewTimeRange("now-1h", "now-2h")})
So(err.Error(), ShouldEqual, "Invalid time range: Start time must be before end time")
})
t.Run("End time before start time should result in error", func(t *testing.T) {
_, err := executor.executeTimeSeriesQuery(context.TODO(), &tsdb.TsdbQuery{TimeRange: tsdb.NewTimeRange("now-1h", "now-2h")})
assert.EqualError(t, err, "invalid time range: start time must be before end time")
})
Convey("End time equals start time should result in error", func() {
_, err := executor.executeTimeSeriesQuery(context.TODO(), &tsdb.TsdbQuery{TimeRange: tsdb.NewTimeRange("now-1h", "now-1h")})
So(err.Error(), ShouldEqual, "Invalid time range: Start time must be before end time")
})
})
t.Run("End time equals start time should result in error", func(t *testing.T) {
_, err := executor.executeTimeSeriesQuery(context.TODO(), &tsdb.TsdbQuery{TimeRange: tsdb.NewTimeRange("now-1h", "now-1h")})
assert.EqualError(t, err, "invalid time range: start time must be before end time")
})
}

2
pkg/tsdb/cloudwatch/types.go
Unescape View File

@ -46,5 +46,5 @@ type queryError struct {
}
func (e *queryError) Error() string {
return fmt.Sprintf("Error parsing query %s, %s", e.RefID, e.err)
return fmt.Sprintf("error parsing query %q, %s", e.RefID, e.err)
}

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